The Challenge in Burden of Pancreatitis Attributed to Alcohol Use: A Perspective From the Global Burden of Disease Study

The Challenge in Burden of Pancreatitis Attributed to Alcohol Use: A Perspective From the Global Burden of Disease Study | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article The Challenge in Burden of Pancreatitis Attributed to Alcohol Use: A Perspective From the Global Burden of Disease Study Qiuyue Tu, Huizhen Li, Qinghua Yi, Zelin Feng, Xinyue Wei, Hetong Zhang, and 1 more This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-6914920/v1 This work is licensed under a CC BY 4.0 License Status: Posted Version 1 posted You are reading this latest preprint version Abstract Background Pancreatitis is a common digestive disease with a rising global incidence and mortality in recent years. Alcohol consumption is a major cause, but the alcohol-attributable burden varies across regions and populations. This study used GBD 2021 data to assess the global burden from 1990 to 2021 and project future trends to 2030 of pancreatitis attributed to alcohol use, aiming to inform targeted prevention strategies. Methods We analyzed GBD 2021 data to evaluate age-standardized mortality (ASMR), and age-standardized disability-adjusted life years rates (ASDR) of pancreatitis attributed to alcohol use. Regional trends, age, gender disparities, and correlations with the Socio-demographic Index (SDI) were examined. A Bayesian age-period-cohort model (BAPC) was used for future projections. Results In 2021, the global mortality number of pancreatitis attributable to alcohol use reached 18,749 cases, a substantial increase from 1990. Globally, ASMR and ASDR showed a modest decline, with decreases in High and High-middle SDI regions, but increases in Low, Low-middle, and Middle SDI regions, with the most pronounced rise in Low-middle SDI regions. Males exhibited a higher disease burden than females, particularly in the 45 to 49 age group. Significant regional variations were found, with Eastern Europe showing the highest ASMR and ASDR. Projections indicate continued declines in ASMR and ASDR through 2030. Conclusions These findings emphasize the critical need for targeted policies and public health interventions aimed at increasing awareness of pancreatitis attributed to alcohol use and curbing alcohol consumption, especially among high-risk populations such as males and in high-burden regions like Eastern Europe. Pancreatitis Alcohol Global Burden of Disease 2021 Projections Public health policy Figures Figure 1 Figure 2 Figure 3 Figure 4 Figure 5 Figure 6 Figure 7 Figure 8 Introduction Pancreatitis refers to the inflammatory process of self-digestion of the pancreas, which encompasses both acute and chronic pancreatitis and can result in multi-organ failure and, in severe cases, mortality 1 . Per 100,000 people in the general population, the yearly global incidence of acute pancreatitis is 34 cases, and chronic pancreatitis is 10 cases 2 . The mortality rates from episodes of acute pancreatitis and chronic pancreatitis in seven population-based cohort studies evaluated in the systematic review by Xiao et al. were 1.16 (95%CI: 0.85 to 1.58) per 100,000 general population per year 3 . Between 1990 and 2021, the global incidence of pancreatitis increased substantially, with cases rising from approximately 1.73 million in 1990 to 2.75 million in 2021. Similarly, the number of deaths surged from 68,490 to 122,416, marking an increase of 78.7% 4 . Globally, the total disability-adjusted life years (DALYs) of pancreatitis increased substantially, from approximately 2.58 million in 1990 to about 4.10 million in 2021 4 . Alcohol consumption and cholelithiasis are the primary causes of pancreatitis 5, 6 . At the same time, alcohol consumption is the most common cause of chronic pancreatitis 7, 8 . Compared to biliary pancreatitis, alcohol-induced pancreatitis is more likely to progress to chronic pancreatitis 2 , after a first acute episode of pancreatitis, alcoholics have a risk of developing chronic pancreatitis approximately 14% with complete abstinence or occasional drinking and 41% if alcohol intake persists 9 . The pancreas directly metabolizes ethanol producing metabolites and byproducts responsible for the injury of acinar cells and stimulation of stellate cells, but the specific pathogenesis remains unclear 5 . Clinical exocrine pancreatic insufficiency following acute necrotizing pancreatitis occurs more frequently in patients with alcohol consumption 2, 10 . Alcohol consumption significantly accelerates chronic pancreatitis progression and serves as an independent risk factor for diabetes development 11 . Patients with surgically treated chronic pancreatitis exhibit lower survival rates, which are associated with continuous moderate/severe alcohol consumption (HR: 2.27) 12 . Restricting alcohol consumption could prevent nearly one-fifth of pancreatitis cases 2 . These findings underscore the critical importance of elucidating the precise mechanisms underlying alcohol-induced pancreatitis and formulating targeted preventive measures, such as population-level interventions to mitigate alcohol intake, ultimately reducing the disease burden. While previous studies have documented general trends in pancreatitis burden 4 , critical knowledge gaps remain regarding the alcohol-attributable fraction across different countries and regions with different social-economic levels. In 2021, deaths from pancreatitis attributed to alcohol use accounted for 15.22% of the total global pancreatitis deaths, with significant regional variation 4 . The epidemiology of pancreatitis often changes over time. Additionally, males experience a higher burden of alcohol-related diseases than females 13 , however, the precise burden of pancreatitis attributable to alcohol remains unknown. This study aims to provide a comprehensive analysis of the global burden of pancreatitis attributable to alcohol use, utilizing data from the GBD 2021, and to forecast the trend over the next 10 years. We employ advanced methods, such as Joinpoint regression and decomposition analysis, to track the effects of alcohol use on pancreatitis and analyze its burden by Socio-demographic indices (SDI) to identify high-risk areas for targeted interventions. Methods Data Resources The GBD 2021 study provides a comprehensive assessment of global health burdens by integrating an extensive dataset comprising 100,983 data sources from 204 nations and territories 14 . The GBD employs Bayesian meta-regression tools, notably DisMod-MR 2.1, to meticulously generate internally consistent estimates of disease burden metrics. By using a weighted sampling method that reflects population size and accounts for critical factors such as age, sex, and the SDI, the GBD provides accurate estimates of global health burden, ensuring that its findings are aligned with both global and regional health burdens while adeptly considering population-weighted factors across various countries and regions. Data on pancreatitis attributed to alcohol use from 1990 to 2021 were collected using the Global Health Data Exchange query tool ( https://vizhub.healthdata.org/gbd-results/ ), developed by the GBD collaborators. The data included age-standardized mortality rate (ASMR) per 100,000 (100k) population and age-standardized disability-adjusted life rate (ASDR) per 100k population of pancreatitis attributed to alcohol use, and SDI in 204 countries and regions around the world from 1990 to 2021. SDI is an index that has been used to comprehensively evaluate the level of social development for each country or region. It is a geometric average of 0 to 1 in each country or region by combining the total fertility rate of women under 25, the education level of people aged 15 and above, and the lag of per capita income distribution. The lower SDI value indicates a lower social development level and vice versa. In GBD 2021, countries and regions were divided into five levels based on SDI: high (greater than 0.81), high-middle (0.70 to 0.81), middle (0.61 to 0.69), low-middle (0.46 to 0.60), and low (less than 0.46). The previous report provided a comprehensive overview of the data extraction and modelling methods used in the GBD 2021 study 14 . Case definition In this study, we analyzed the disease burden of both acute pancreatitis and chronic pancreatitis using data from the GBD Study 2021. The classification of pancreatitis follows the International Classification of Diseases tenth edition (ICD-10). The ICD-10 provides specific codes for classifying pancreatitis. Acute pancreatitis is coded as K85, with subcategories ranging from K85.0 to K85.9 to specify different types and causes. Chronic pancreatitis is coded as K86.0, while K86.1 is used for other related conditions 14 . Alcohol use was defined as the number of grams of pure alcohol ingested daily by current drinkers. Risk of bias assessment The GBD study used a comparative risk assessment methodology to estimate the attributable burden of alcohol-related pancreatitis using data from multiple sources 15, 16 . Data are sourced from a variety of databases, including hospital records, vital registration systems and surveys, which undergo standardised evaluations to minimise biases. Potential biases introduced by incomplete or inconsistent data are mitigated using Bayesian hierarchical models, which incorporate prior knowledge and adjust for systematic errors. Furthermore, 95% Confidence Intervals (95%CI) or 95% Uncertainty Intervals (95%UI) are provided for all estimates, reflecting the degree of uncertainty in the modelled data. Statistical analysis Death, DALYs and their ASMR and ASDR were the primary indices used to evaluate the pancreatitis burden attributed to alcohol use. To visualize the geographical variation regarding pancreatitis attributed to alcohol use in the number of deaths, DALYs, ASMR and ASDR in 2021, we generated maps of pancreatitis attributed to alcohol use. The Pearson correlation coefficient was used to evaluate the correlation between SDI with ASMR and ASDR. The data were analysed and visualized using the R statistical software program (V.4.3.3). P < 0.05 was considered a statistically significant difference. Results 1. The global disease burden of pancreatitis attributed to alcohol use From 1990 to 2021, the global deaths of pancreatitis attributed to alcohol use exhibited an increasing trend in the number of cases, rising from approximately 9,971.79 cases in 1990 to 18,749.03 in 2021 (Table S1). However, despite this rise in absolute numbers, the ASMR of pancreatitis attributed to alcohol use showed a modest decline, from 0.24 per 100k population in 1990 to 0.22 per 100k population in 2021, indicating an overall decrease in the death rate when adjusted for population growth (Fig 1A). The average annual percent change (AAPC) of ASMR during this period was -0.20 globally (95%CI: -0.42 to 0.01) (Table 1). In 2021, the global DALYs burden significantly increased, reaching 699,335 from 401,671 in 1990 (Table S1). While after adjusting for population growth, the ASDR slightly declined from 8.88 per 100k population in 1990 to 8.22 per 100k in 2021, with an AAPC of -0.21 (95%CI: -0.43 to 0.02) (Fig 1B and Table 2). Although the percentage of the pancreatitis disease burden attributed to alcohol showed stability, an upward trend was observed in Low SDI, Low-middle SDI, and Middle SDI regions (Fig S1). From 1990 to 2021, both the ASMR and ASDR of pancreatitis attributed to alcohol use varied across 21 GBD regions (Fig S2). In 2021, Eastern Europe reported the highest ASMR (1.35, 95%UI: 0.98 to 1.78) and ASDR (64.03, 95%UI: 46.21 to 84.35) (Tables 1 and 2). Central Europe ranked second, with an ASMR of 0.73 (95%UI: 0.53 to 0.94) and ASDR of 27.25 (95%UI: 20.11 to 34.73). In contrast, the lowest rates were observed in North Africa and the Middle East (ASMR: 0.01, 95%UI: 0.01 to 0.02; ASDR: 0.36, 95%UI: 0.21 to 0.55). Furthermore, Eastern Europe showed the greatest increases in both ASMR (+104.55%) and ASDR (+79.00%) from 1990 to 2021. In contrast, Southern Latin America experienced the most substantial declines, with ASMR decreasing by 52.05% and ASDR by 51.92% over the same period. Table 1 Deahths for pancreatitis attributed to alcohol: age-standardized rates (ASMR) with 95 % Uncertainty Intervals and annual percentage change (AAPC) with 95 % Confidence Intervals, 1990–2021. Table 2 Disability-Adjusted LifeYears (DALYs) for pancreatitis attributed to alcohol: age-standardized rates (ASDR) with 95% Uncertainty Intervals and annual percentage change (AAPC) with 95% Confidence Intervals,1990–2021. 2. Sex and Age Disease Burden In 2021, the ASMR was 0.41 (95%UI: 0.29 to 0.53) and the ASDR was 15.11 (95%UI: 10.76 to 19.66) for males, while the ASMR was 0.05 (95%UI: 0.03 to 0.07) and the ASDR was 1.53 (95%UI: 0.86 to 2.32) for females (Table S2). There were sex-specific mortality patterns, with males demonstrating peak mortality numbers at 45 to 49 years, contrasting sharply with a biologically delayed apex in females at 70 to 74 years (Fig 2A and Table S3). Mortality rates in both sexes demonstrated an age-dependent increase, with males exhibiting consistently higher age-specific mortality rates compared to females. Peak mortality rates were attained in the more than 95 years age cohort for both genders. DALYs trajectories further reveal sex-distinct burden dynamics: male disease culmination occurs in early middle age (45 to 49 years), whereas female maxima emerge ten years later (55 to 59 years) (Fig 2B). The percent of mortality number and DALYs of pancreatitis attributed to alcohol use exhibited differential patterns across gender, SDI quintiles, and GBD regions. In 2021, the percent of age-standardised pancreatitis deaths and DALYs attributed to use were higher in males than females (Fig 2C, D). Both the overall population and males demonstrated progressively increasing percent of age-standardised pancreatitis deaths and DALYs attributed to use with ascending SDI levels, whereas females exhibited a distinct pattern. Globally, the decline in the ASMR and in the ASDR were not significant, and the reduction appeared more pronounced among females (Fig 3 and Table S2). Analyses of changes in the disease burden of pancreatitis attributed to alcohol use across age groups from 1990 to 2021 revealed that deaths and DALYs increased at a faster rate in males compared to females (Fig 4 and Table S5). A significant rise in number of mortality and DALYs was observed among males aged 20–60 years, while females showed increases predominantly in those aged 80 years and above. The percent of pancreatitis deaths attributed to alcohol use remained relatively stable across all age groups, with males experiencing marginal increases and females showing either a decline or no substantial change. Age-specific mortality rates declined overall, except for a slight rise in younger males aged 35–50 years. Patterns of DALY changes mirrored those of mortality trends. 3. Disease Burden by SDI Regions The ASMR and ASDR of pancreatitis attributed to alcohol use rose from 1990 to 2021 in Low SDI, Low-middle SDI and Middle SDI regions, but they decreased in Global and High SDI regions (Fig 1 and Fig 2). In High-middle SDI regions, the ASMR and ASDR exhibited an initial upward trend from 1990 to 2005, followed by a steep decline through 2021, demarcating a significant epidemiological transition phase. In 2021, ASMR was the highest in the High-middle SDI region (0.36, 95%UI: 0.26 to 0.47) (Table 1). From 1990 to 2021, the ASMR in the High SDI regions showed the largest decline, by -24.14%, but the Low SDI and Low-middle SDI regions had the greatest increase in ASMR by 33.22%. High SDI regions showed an obvious decrease in AAPC of ASMR of pancreatitis attributed to high alcohol use, while a significant increase was observed in Low SDI, Low-middle SDI and Middle SDI regions. Among the five SDI regions, the High-middle SDI region exhibited the highest ASDR in 2021 at 14.67 (95%UI: 10.44 to 19.43), followed by the High SDI region (7.81, 95%UI: 5.51 to 10.27), whereas the Low SDI region demonstrated the lowest ASDR of 5.97 (95%UI: 3.44 to 9.47) (Table 2). Low SDI, Low-middle SDI and Middle SDI regions showed an increased AAPC of ASDR, among them, the Low-middle SDI region had the highest increase (1.10, 95%CI: 0.93 to 1.26). The High-middle SDI and High SDI regions had a decreased AAPC of ASDR, especially the High SDI region (-0.90, 95%CI: -1.14 to -0.66). Globally, the relationship between ASMR and ASDR in pancreatitis attributed to alcohol use and SDI exhibited an inverse U-shaped pattern, primarily demonstrating positive correlations (Fig 5 and Table S6). The Pearson correlation coefficients between SDI and ASMR, as well as ASDR, were 0.31 and 0.28, respectively ( P < 0.001). Initially, both ASMR and ASDR exhibited positive associations with ascending SDI; however, a significant threshold effect was observed at an SDI value approximately greater than 0.7, beyond which ASMR and ASDR demonstrated inverse relationships with SDI. 4. Regional and national burden of pancreatitis attributed to alcohol use Among 21 GBD regions based on geography, Eastern Europe had the highest ASMR of 1.35 (95%UI: 0.98 to 1.78) and ASDR of 64.03 (95%UI: 46.21 to 84.35) in 2021 (Table 1 and Table 2). Moreover, from 1990 to 2021, the ASMR and ASDR in Eastern Europe showed the most significant increase. The ASMR of pancreatitis attributed to alcohol use increased in Central Sub-Saharan Africa, Eastern Europe, Eastern Sub-Saharan Africa, High-income North America, South Asia, Southeast Asia, Tropical Latin America and Western Sub-Saharan Africa from 1990 to 2021, was stable in Central Europe, North Africa and Middle East and Central Latin America, and decreased in other 21 GBD regions (Table 1). The ASDR of pancreatitis attributed to alcohol increased in Central Sub-Saharan Africa, Eastern Europe, Eastern Sub-Saharan Africa, High-income North America, South Asia, Southeast Asia and Western Sub-Saharan Africa from 1990 to 2021, and decreased in other 21 GBD regions (Table 2). From a global point of view, the ASMR and ASDR of pancreatitis attributed to alcohol use in 2021 were quite different in different countries (Fig 6 and Table S3). In 2021, the highest ASMR was observed in the Republic of Moldova (1.53, 95%UI: 1.07 to 2.02) and Russia (1.50, 95%UI: 1.07 to 1.95) followed, while the ASDR peaked in Russia (69.92, 95%UI: 51.17 to 91.82) and the Republic of Moldova (66.23, 95%UI: 46.81 to 88.37) (Fig 4A, B and Table S7). Notably, over 97% of countries exhibited ASMR below 1 per 100,000 population. Select countries in Western Africa and Eastern Europe demonstrated substantial increases in ASMR percentage changes exceeding 100%, while marginal declines were observed in certain regions of the Americas and Oceania (Fig 6C, D). The percentage changes in ASDR exhibited analogous geographical patterns, with Brazil representing a notable exception - showing a paradoxical decline in ASDR percentage changes alongside a modest rise in ASMR percentage changes. 5. Projecting disease burden Our study demonstrated a consistent downward trend in ASMR and ASDR for pancreatitis attributed to alcohol use from 1990 to 2021. Projections for the future suggest that this declining trend is likely to continue through 2030, with a more pronounced decline anticipated in males (Fig 7). While the number of deaths and DALYs continue to increase (Table S8). 6. Decomposition Analysis Changes in mortality of pancreatitis attributed to alcohol use Globally, the mortality number for pancreatitis attributed to alcohol use increased by 8777.24, with the largest contribution from population growth (77.95%), followed by aging (34.66%) and epidemiological changes (-12.62%). In High SDI regions, there was a light overall number increase (1052.11), mainly due to the significant negative impact of epidemiological changes (-87.41%). Middle SDI regions showed the most significant increase (2594.19), with population growth and aging being the main contributing factors. Globally, male mortality numbers increased by 8119.36, while female increased by 657.87. In the High-meddle SDI regions, mortality numbers increased for both sexes, with a more significant positive impact of aging for females (152.13%) compared to males (53.68%) (Fig 8A and Table S9). Changes in DALYs of pancreatitis attributed to alcohol use From 1990 to 2021, the DALYs of pancreatitis attributed to alcohol use increased by 297663.72, primarily driven by population growth (88.85%) and aging (25.26%), but epidemiological changes had a negative impact on the increase (-14.11%) (Fig 8B and Table S10). In High SDI regions, the DALYs' overall increase in pancreatitis attributed to alcohol use was 18270.84, due to the positive contributions of population growth and aging, as well as the negative impact of epidemiological changes (-169.14%). In contrast, in Low SDI regions, the overall increase was 30533.23, with population growth being the main driver (74.67%), but aging had a negative impact on the increase (-0.95%). Sex differences were particularly significant, especially in High SDI regions, where males received a most positive contribution of 178.27% from the population growth, while females experienced a most negative impact of -303.93% from epidemiological changes. Discussion This study provides a comprehensive overview of the global and regional epidemiological trends of pancreatitis attributed to alcohol use over the past three decades, utilizing data from the GBD Study 2021. Our findings reveal a global increase in the number of deaths and DALYs in pancreatitis attributed to alcohol use, despite a declining trend in ASMR and ASDR. On the one hand, this difference may be attributed to a certain extent to population growth and ageing. On the other hand, alcohol use disorders have increased significantly since 1990 13 . Between 1990 and 2017, the current drinking rate rose from 45–47%, and it is projected to reach 50% by 2030 17 . As alcohol consumption worldwide increases, the disease burden caused by pancreatitis attributed to alcohol also increases. It is thought that the effect of alcohol on pancreatitis will become more serious in the future. It has been estimated that the prevalence of pancreatitis attributed to alcohol increased approximately 4-fold when compared with teetotalers 18 . After patients had a first episode of alcohol-related acute pancreatitis, their risk of progression to chronic pancreatitis was approximately 14% with complete abstinence or only occasional drinking, 23% with decreased but daily drinking, and 41% with drinking at the same levels as before the attack of acute pancreatitis 19 . Reducing alcohol consumption is meaningful for reducing the burden of disease. A randomized controlled trial reported that the risk of recurrence after a first episode of acute alcohol-related acute pancreatitis decreased significantly following repeated counselling against alcohol consumption 20 . An ongoing randomized controlled trial and cohort study (REAPPEAR) are investigating whether a combined patient education and cessation program for smoking and alcohol can prevent recurrent acute pancreatitis 21 . A notable finding of this study is the pronounced regional disparities burden in pancreatitis attributed to alcohol use. Geographically, alcohol-related disease burdens exhibited significant heterogeneity 13 . It is reported that the mortality crisis in Russia is a striking example, where alcohol use was the primary culprit of increases in mortality starting in the 1980s and led to 75% of deaths among men aged 15–55 years 13 . The World Health Organization's (WHO) reports that the high alcohol consumption and high-risk drinking patterns (high proportion of spirits and high binge drinking rates) in Europe (such as in Russia and Ukraine) lead to a high burden of alcohol-related diseases 22 . Similarly, our study showed that Eastern Europe exhibited the highest burden of pancreatitis attributed to alcohol use in 2021, with the Republic of Moldova showing the highest ASMR and Russia showing the highest ASDR. It was also reported that Eastern Europe showed the highest ASMR, and DALY rates of pancreatitis 4 , and a higher proportion of patients in Europe had comorbid conditions of acute pancreatitis 6 . A higher proportion of European patients with severe acute pancreatitis died during the original hospital stay (44%) compared with the other 3 regions (including India, Latin America, and North America) 6 . Additionally, a structured review indicated that the incidence of acute pancreatitis in Europe is generally on the rise, with regional variations in etiology, predominantly alcohol-related in Eastern Europe and gallstone-related in Southern Europe 23 . This is consistent with the implications of our study results, suggesting that the Eastern European regions, particularly the Republic of Moldova and Russia, should enhance alcohol control measures, such as implementing tiered alcohol taxation policies targeting high-risk beverage. The study also highlights the disproportionate burden borne by males, particularly in middle age groups, reflecting both higher alcohol consumption and gender-specific risk factors. The incidence of pancreatitis related to gallstones was higher in females, while the incidence of alcohol-related pancreatitis was higher in males 11 . A North American cohort study involving 1,195 patients with chronic pancreatitis further demonstrated that the median age of onset for patients with alcohol-related chronic pancreatitis was 44 years, with males accounting for as high as 73% of the cases 24 . Moreover, in patients with acute pancreatitis induced by alcohol, the proportion of male patients is significantly higher, and the all-cause in-hospital mortality rate is also higher than in other groups 25 , which is consistent with the findings of this study. The ASMR and ASDR for males are 8.20 and 9.88 times higher than those for females, respectively. Additionally, the peak mortality age for males is 5 to 10 years earlier than that for females. This trend is in line with the WHO’s global assessment of alcohol-related health risks, suggesting that both biological differences (such as gender dimorphism in alcohol metabolism) and behavioural factors (higher rates of alcohol abuse among males) drive the gender imbalance in disease burden 22 . In 2019, alcohol use was responsible for 6.7% of all deaths among men and 2.4% of all deaths among women 26 . One possible explanation is that females not only consume less alcohol overall but also engage in fewer instances of heavy episodic drinking when they do drink 22 . In research targeting the Chinese population, significant gender differences in the risk of alcohol-related diseases have been found, primarily due to the marked differences in drinking patterns between the sexes 27 . Data indicates that the proportion of male alcohol consumers (33%) is significantly higher than that of females (2%), and there is a notable gender difference in weekly alcohol intake (males: 286 grams/week vs. females: 116 grams/week) 27 . Further analysis shows that male drinkers are more inclined towards frequent drinking (62% reported daily alcohol consumption) and high-risk drinking patterns (including a tendency to consume spirits with an alcohol content of ≥ 40% and binge drinking with a single session exceeding 60 grams) 27 . Higher alcohol intake increased the risks of death overall and from major diseases for men in China 28 . Furthermore, men may face a higher risk of alcohol exposure in professional and social activities 29, 30 . Future public health interventions should pay particular attention to the male population, especially during middle and young adulthood, by implementing measures such as health education and alcohol consumption restriction policies to reduce the incidence of alcohol-related pancreatitis. According to WHO reports, alcohol-related diseases have a particularly significant impact on the young and middle-aged population. In 2019, 13% of alcohol-related deaths globally were concentrated in the 20–39 age group, making it the single highest risk factor among all causes of death in this age group 22 . Our research also found that the number and percent of deaths and DALYs in pancreatitis attributed to alcohol were significantly higher in the young and middle-aged group (20–60 years) than in other age groups. The health loss in this population, which is in the prime of their social productivity, will directly impact the social security system and economic productivity. There is an urgent need to address this issue through systematic interventions, such as strengthening alcohol control policies, improving early screening mechanisms, and optimizing the allocation of treatment resources. Additionally, socioeconomic factors, including income inequality and healthcare accessibility, may amplify the impact of alcohol use on pancreatitis burden. It has been documented that individuals with alcoholic acute pancreatitis who are readmitted within 30 days were more likely to have Medicaid as their primary payer and to be from the lowest quartile of income (annual income ≤ $ 42,999) 31 . Globally, while enhancements in medical technology and heightened public health consciousness may foster a general reduction in ASMR and ASDR, the relationship between the SDI and disease burden is intricately nonlinear 4 . Our study reveals that regions with a Middle-high SDI exhibit elevated ASMR and ASDR compared to those with Low, Low-middle, Middle, and High SDI regions. A biphasic relationship exists between SDI and ASMR and ASDR in pancreatitis attributed to alcohol use, specifically, at an SDI ranging from approximately 0.4 to 0.7, increased alcohol consumption associated with economic development 13 predominantly drives the rise in disease risk, leading to heightened ASMR and ASDR. Beyond an SDI threshold of approximately 0.7, this increase in high-risk behaviours appears to be counterbalanced by transformations in additional factors, often concurrent with an ascent in societal well-being. Furthermore, lower-income cohorts disproportionately shoulder the adverse consequences of alcohol intake due to more hazardous drinking patterns, such as binge drinking 13, 32 . The absence of comprehensive data in our study precludes an in-depth elucidation of the mechanisms through which SDI influences disease burden. Future research endeavours should establish a multifaceted surveillance system, with a particular focus on the characteristics of alcohol consumption among subgroups in Middle-high SDI regions and the dynamic correlation between medical interventions and their efficacy. Based on the aforementioned findings, it is recommended to implement tailored prevention and mitigation strategies: regions with a Middle-high SDI should enhance the oversight of the alcohol supply and employ fiscal policies to curb alcohol consumption, whereas areas with a Low SDI must prioritize enhancing the early diagnostic capabilities and sobriety support services of primary healthcare facilities. Moreover, it is also necessary to pay attention to the increase in disease burden caused by the rise in alcohol consumption as the economies of Low, Low-middle, and Middle SDI regions develop. Our BAPC model projects a continued decline in ASMR and ASDR through 2030, reflecting ongoing improvements in disease management and preventive measures. However, the increasing absolute numbers of cases and deaths due to population growth and aging highlight the need for sustained efforts to enhance pancreatitis care and alcohol control. Specifically, regions with a high burden, such as Eastern Europe, might benefit from focused strategies that address regional risk profiles, control alcohol consumption, improve healthcare access, and promote early intervention. Our study has several limitations. First, as a secondary analysis of data from the GBD database, it is subject to potential biases and inaccuracies inherent in such datasets. The database relies on aggregated health data from diverse sources and applies modelling techniques to generate projections, which may result in discrepancies between estimated and actual values. Second, despite extensive measures within the GBD study to minimise bias, certain limitations persist. Variability in data quality across sources can affect the precision of estimates. Although Bayesian hierarchical models are employed to adjust for these biases, systematic errors remain possible, particularly in regions with sparse or missing data. For instance, data for some countries, such as Mauritania and Somalia, are unavailable, potentially introducing bias and limiting the generalisability of findings in these areas. The absence of country-specific data may also obscure unique trends and challenges within these regions. Third, the analysis did not account for heterogeneity in alcohol consumption patterns, including variations in alcohol types, drinking behaviours, and cultural practices across regions and socioeconomic groups, which may influence observed trends and the associated burden of pancreatitis. Fourth, the GBD modelling approach aggregates data from diverse regions, potentially obscuring localised variations and limiting the study’s ability to capture nuanced differences across socioeconomic groups or regions. Future studies should address these limitations by incorporating more granular and representative data on alcohol consumption patterns, including alcohol type, quantity and drinking behaviours. Additionally, examining the interaction between alcohol use and other modifiable risk factors, such as tobacco use and obesity, would provide a more comprehensive understanding of pancreatitis aetiology. Longitudinal studies assessing the impact of targeted public health interventions on alcohol consumption and its associated burden in specific regions and socioeconomic groups could further guide policy development and resource allocation. Conclusion Despite improvements in disease management, the global burden of pancreatitis attributed to alcohol continues to increase in absolute numbers, with marked regional and gender disparities. Our study, utilizing GBD 2021 data, highlights the need for targeted prevention and control strategies, particularly for males and in high-burden regions such as Eastern Europe. Furthermore, projections for 2030 underscore the importance of sustained public health efforts to mitigate future increases in morbidity and mortality in pancreatitis attributed to alcohol. By controlling alcohol consumption and improving healthcare access, we can better manage and reduce the global impact of pancreatitis. Abbreviations The following abbreviations are used in this manuscript: GBD: Global Burden of Disease ASMR: Age-standardized mortality rate ASDR: Age-standardized disability-adjusted life rate SDI : Socio-demographic indices BAPC: Bayesian age-period-cohort DALYs: Disability-adjusted life years CI: Confidence Intervals UI: Uncertainty Intervals AAPC: Average annual percent change WHO: World Health Organization Declarations Ethics approval and consent to participate: Not applicable. Consent for publication: All authors have reviewed and approved the final version. Availability of data and materials:The data underlying this article were derived from sources in the public domain, namely, the Institute for Health Metrics and Evaluation (IHME), at https://vizhub.healthdata.org/gbd-results. Competing interests: All authors report there are no competing interests to declare. Funding:The present study was supported by grant from the National Natural Science Foundation of China (grant number 82270565). Authors' contributions:Qiuyue Tu, Huizhen Li and Qinghua Yi contributed equally to this work. Acknowledgements : We highly appreciate the work of the Global Burden of Diseases, Injuries, and Risk Factors Study 2021 collaborators. References Liu, Q., Ruan, K., An, Z., Li, L., Ding, C., Xu, D., Yang, J., & Zhang, X. (2025). Updated review of research on the role of the gut microbiota and microbiota-derived metabolites in acute pancreatitis progression and inflammation-targeted therapy. International journal of biological sciences , 21 (3), 1242–1258. https://doi.org/10.7150/ijbs.108858 Petrov, M. S., & Yadav, D. (2019). Global epidemiology and holistic prevention of pancreatitis. Nature reviews. Gastroenterology & hepatology , 16 (3), 175–184. https://doi.org/10.1038/s41575-018-0087-5 Xiao, A. Y., Tan, M. L., Wu, L. M., Asrani, V. M., Windsor, J. A., Yadav, D., & Petrov, M. S. (2016). Global incidence and mortality of pancreatic diseases: a systematic review, meta-analysis, and meta-regression of population-based cohort studies. The lancet. Gastroenterology & hepatology , 1 (1), 45–55. https://doi.org/10.1016/S2468-1253(16)30004-8 Li, T., Qin, C., Zhao, B., Li, Z., Zhao, Y., Lin, C., & Wang, W. (2024). Global and regional burden of pancreatitis: epidemiological trends, risk factors, and projections to 2050 from the global burden of disease study 2021. BMC gastroenterology , 24 (1), 398. https://doi.org/10.1186/s12876-024-03481-8 Mederos, M. A., Reber, H. A., & Girgis, M. D. (2021). Acute Pancreatitis: A Review. JAMA , 325 (4), 382–390. https://doi.org/10.1001/jama.2020.20317 Matta, B., Gougol, A., Gao, X., Reddy, N., Talukdar, R., Kochhar, R., Goenka, M. K., Gulla, A., Gonzalez, J. A., Singh, V. K., Ferreira, M., Stevens, T., Barbu, S. T., Nawaz, H., Gutierrez, S. C., Zarnescu, N. O., Capurso, G., Easler, J., Triantafyllou, K., Pelaez-Luna, M., … Papachristou, G. I. (2020). Worldwide Variations in Demographics, Management, and Outcomes of Acute Pancreatitis. Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association , 18 (7), 1567–1575.e2. https://doi.org/10.1016/j.cgh.2019.11.017 Andersson, R., Löhr, J. M., & Working Group for Chronic Pancreatitis Guidelines (Sweden) (2021). Swedish national guidelines for chronic pancreatitis. Scandinavian journal of gastroenterology , 56 (4), 469–483. https://doi.org/10.1080/00365521.2021.1881815 Ru, N., Zhu, J. H., Hu, L. H., Wu, S. Y., Pan, J., Xu, X. N., Wang, L., Yu, F. F., Yan, Z. J., Guo, J. Y., Li, Z. S., Zou, W. B., & Liao, Z. (2021). Factors associated with prior acute pancreatitis episodes among patients with chronic pancreatitis. Digestive and liver disease : official journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver , 53 (9), 1148–1153. https://doi.org/10.1016/j.dld.2021.03.001 Yadav, D., Hawes, R. H., Brand, R. E., Anderson, M. A., Money, M. E., Banks, P. A., Bishop, M. D., Baillie, J., Sherman, S., DiSario, J., Burton, F. R., Gardner, T. B., Amann, S. T., Gelrud, A., Lawrence, C., Elinoff, B., Greer, J. B., O'Connell, M., Barmada, M. M., Slivka, A., … North American Pancreatic Study Group (2009). Alcohol consumption, cigarette smoking, and the risk of recurrent acute and chronic pancreatitis. Archives of internal medicine , 169 (11), 1035–1045. https://doi.org/10.1001/archinternmed.2009.125 Phillips, A. E., Bejjani, J., Culp, S., Chennat, J., Lee, P. J., Machicado, J. D., Singh, V. K., Afghani, E., Ramsey, M. L., Paragomi, P., Stello, K., Nikahd, M., Hart, P. A., & Papachristou, G. I. (2024). Prevalence of exocrine pancreatic insufficiency at 12 months after acute pancreatitis: a prospective, multicentre, longitudinal cohort study. EClinicalMedicine , 75 , 102774. https://doi.org/10.1016/j.eclinm.2024.102774 Drake, M., Dodwad, S. J., Davis, J., Kao, L. S., Cao, Y., & Ko, T. C. (2021). Sex-Related Differences of Acute and Chronic Pancreatitis in Adults. Journal of clinical medicine , 10 (2), 300. https://doi.org/10.3390/jcm10020300 Murruste, M., Kirsimägi, Ü., Kase, K., Saar, S., & Talving, P. (2021). Long-term survival, risk factors and causes of mortality in surgically treated chronic pancreatitis. Pancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.] , 21 (4), 714–723. https://doi.org/10.1016/j.pan.2021.03.003 GBD 2016 Alcohol Collaborators (2018). Alcohol use and burden for 195 countries and territories, 1990-2016: a systematic analysis for the Global Burden of Disease Study 2016. Lancet (London, England) , 392 (10152), 1015–1035. https://doi.org/10.1016/S0140-6736(18)31310-2 GBD 2021 Diseases and Injuries Collaborators (2024). Global incidence, prevalence, years lived with disability (YLDs), disability-adjusted life-years (DALYs), and healthy life expectancy (HALE) for 371 diseases and injuries in 204 countries and territories and 811 subnational locations, 1990-2021: a systematic analysis for the Global Burden of Disease Study 2021. Lancet (London, England) , 403 (10440), 2133–2161. https://doi.org/10.1016/S0140-6736(24)00757-8 Yan, D., Wei, L., Liang, H., Zhang, J., Shi, D., & Wang, Z. (2025). Burden of oesophageal cancer attributed to alcohol use in 204 countries and territories, 1990-2019: results from the Global Burden of Disease Study 2019. BMJ open , 15 (2), e086343. https://doi.org/10.1136/bmjopen-2024-086343 GBD 2021 Risk Factors Collaborators (2024). Global burden and strength of evidence for 88 risk factors in 204 countries and 811 subnational locations, 1990-2021: a systematic analysis for the Global Burden of Disease Study 2021. Lancet (London, England) , 403 (10440), 2162–2203. https://doi.org/10.1016/S0140-6736(24)00933-4 Manthey, J., Shield, K. D., Rylett, M., Hasan, O. S. M., Probst, C., & Rehm, J. (2019). Global alcohol exposure between 1990 and 2017 and forecasts until 2030: a modelling study. Lancet (London, England) , 393 (10190), 2493–2502. https://doi.org/10.1016/S0140-6736(18)32744-2 Wilson, J. S., Korsten, M. A., & Pirola, R. C. (1989). Alcohol-induced pancreatic injury (Part I). Unexplained features and ductular theories of pathogenesis. International journal of pancreatology : official journal of the International Association of Pancreatology , 4 (2), 109–125. Takeyama Y. (2009). Long-term prognosis of acute pancreatitis in Japan. Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association , 7 (11 Suppl), S15–S17. https://doi.org/10.1016/j.cgh.2009.08.022 Nordback, I., Pelli, H., Lappalainen-Lehto, R., Järvinen, S., Räty, S., & Sand, J. (2009). The recurrence of acute alcohol-associated pancreatitis can be reduced: a randomized controlled trial. Gastroenterology , 136 (3), 848–855. https://doi.org/10.1053/j.gastro.2008.11.044 Ocskay, K., Juhász, M. F., Farkas, N., Zádori, N., Szakó, L., Szakács, Z., Szentesi, A., Erőss, B., Miklós, E., Zemplényi, A., Birkás, B., Csathó, Á., Hartung, I., Nagy, T., Czopf, L., Izbéki, F., Gajdán, L., Papp, M., Czakó, L., Illés, D., … Hungarian Pancreatic Study Group (2022). Re current acute pancreatitis prevention by the elimination of alcohol and ciga r ette smoking (REAPPEAR): protocol of a randomised controlled trial and a cohort study. BMJ open , 12 (1), e050821. https://doi.org/10.1136/bmjopen-2021-050821 World Health Organization.(2024).Global status report on alcohol and health and treatment of substance use disorders.Retrieved from https://www.who.int/publications/i/item/9789240096745/.Accessed June 25, 2024. Roberts, S. E., Morrison-Rees, S., John, A., Williams, J. G., Brown, T. H., & Samuel, D. G. (2017). The incidence and aetiology of acute pancreatitis across Europe. Pancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.] , 17 (2), 155–165. https://doi.org/10.1016/j.pan.2017.01.005 Lewis, M. D., Talluri, J., Wilcox, C. M., Abberbock, J. N., Tang, G., Conwell, D. L., Banks, P. A., Cote, G. A., Sherman, S., Alkaade, S., Gardner, T. B., Anderson, M. A., Sandhu, B. S., Muniraj, T., Forsmark, C. E., Guda, N., Gelrud, A., Romagnuolo, J., Brand, R., LaRusch, J., … Yadav, D. (2021). Differences in Age at Onset of Symptoms, and Effects of Genetic Variants, in Patients With Early vs Late-Onset Idiopathic Chronic Pancreatitis in a North American Cohort. Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association , 19 (2), 349–357. https://doi.org/10.1016/j.cgh.2020.03.047 Sharma, S., Weissman, S., Aburayyan, K., Acharya, A., Aziz, M., Systrom, H. K., Lew, D., Vohra, I., Feuerstein, J. D., & Pandol, S. J. (2021). Sex differences in outcomes of acute pancreatitis: Findings from a nationwide analysis. Journal of hepato-biliary-pancreatic sciences , 28 (3), 280–286. https://doi.org/10.1002/jhbp.890 World Health Organization.(2024).Alcohol.Retrieved from https://www.who.int/news-room/fact-sheets/detail/alcohol/.Accessed June 28, 2024. Im, P. K., Wright, N., Yang, L., Chan, K. H., Chen, Y., Guo, Y., Du, H., Yang, X., Avery, D., Wang, S., Yu, C., Lv, J., Clarke, R., Chen, J., Collins, R., Walters, R. G., Peto, R., Li, L., Chen, Z., Millwood, I. Y., … China Kadoorie Biobank Collaborative Group (2023). Alcohol consumption and risks of more than 200 diseases in Chinese men. Nature medicine , 29 (6), 1476–1486. https://doi.org/10.1038/s41591-023-02383-8 Millwood, I. Y., Im, P. K., Bennett, D., Hariri, P., Yang, L., Du, H., Kartsonaki, C., Lin, K., Yu, C., Chen, Y., Sun, D., Zhang, N., Avery, D., Schmidt, D., Pei, P., Chen, J., Clarke, R., Lv, J., Peto, R., Walters, R. G., … China Kadoorie Biobank Collaborative Group (2023). Alcohol intake and cause-specific mortality: conventional and genetic evidence in a prospective cohort study of 512 000 adults in China. The Lancet. Public health , 8 (12), e956–e967. https://doi.org/10.1016/S2468-2667(23)00217-7 Irizar, P., Puddephatt, J. A., Gage, S. H., Fallon, V., & Goodwin, L. (2021). The prevalence of hazardous and harmful alcohol use across trauma-exposed occupations: A meta-analysis and meta-regression. Drug and alcohol dependence , 226 , 108858. https://doi.org/10.1016/j.drugalcdep.2021.108858 Thompson, A., & Pirmohamed, M. (2021). Associations between occupation and heavy alcohol consumption in UK adults aged 40-69 years: a cross-sectional study using the UK Biobank. BMC public health , 21 (1), 190. https://doi.org/10.1186/s12889-021-10208-x Argueta, P. P., Salazar, M., Vohra, I., Corral, J. E., Lukens, F. J., Vargo, J. J., Chahal, P., & Simons-Linares, C. R. (2021). Thirty-Day Readmission Among Patients with Alcoholic Acute Pancreatitis. Digestive diseases and sciences , 66 (12), 4227–4236. https://doi.org/10.1007/s10620-020-06765-7 Rumgay, H., Shield, K., Charvat, H., Ferrari, P., Sornpaisarn, B., Obot, I., Islami, F., Lemmens, V. E. P. P., Rehm, J., & Soerjomataram, I. (2021). Global burden of cancer in 2020 attributable to alcohol consumption: a population-based study. The Lancet. Oncology , 22 (8), 1071–1080. https://doi.org/10.1016/S1470-2045(21)00279-5 Additional Declarations No competing interests reported. Supplementary Files SupplementaryFigures.pptx Supplementarytables.pdf Cite Share Download PDF Status: Posted Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. Our growing team is made up of researchers and industry professionals working together to solve the most critical problems facing scientific publishing. Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-6914920","acceptedTermsAndConditions":true,"allowDirectSubmit":true,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":505888069,"identity":"8ce1b291-39f2-4861-bf3e-b42e805ba025","order_by":0,"name":"Qiuyue Tu","email":"","orcid":"","institution":"Tianjin Medical University General Hospital","correspondingAuthor":false,"prefix":"","firstName":"Qiuyue","middleName":"","lastName":"Tu","suffix":""},{"id":505888070,"identity":"88b61a2f-0428-45da-b1b4-168985863087","order_by":1,"name":"Huizhen Li","email":"","orcid":"","institution":"Tianjin Medical University General Hospital","correspondingAuthor":false,"prefix":"","firstName":"Huizhen","middleName":"","lastName":"Li","suffix":""},{"id":505888071,"identity":"2bbbf42a-4d58-4568-b780-428be27874dd","order_by":2,"name":"Qinghua Yi","email":"","orcid":"","institution":"Tianjin Medical University General Hospital","correspondingAuthor":false,"prefix":"","firstName":"Qinghua","middleName":"","lastName":"Yi","suffix":""},{"id":505888072,"identity":"36c16e20-85a0-4c9f-b6dd-3cae3e1ea556","order_by":3,"name":"Zelin Feng","email":"","orcid":"","institution":"Tianjin Medical University General Hospital","correspondingAuthor":false,"prefix":"","firstName":"Zelin","middleName":"","lastName":"Feng","suffix":""},{"id":505888073,"identity":"00639e45-f79a-4103-abf7-635d4e9395c4","order_by":4,"name":"Xinyue Wei","email":"","orcid":"","institution":"Tianjin Medical University General Hospital","correspondingAuthor":false,"prefix":"","firstName":"Xinyue","middleName":"","lastName":"Wei","suffix":""},{"id":505888074,"identity":"42a29d79-1fab-4171-96f9-97a2db8350f9","order_by":5,"name":"Hetong Zhang","email":"","orcid":"","institution":"Tianjin Medical University General Hospital","correspondingAuthor":false,"prefix":"","firstName":"Hetong","middleName":"","lastName":"Zhang","suffix":""},{"id":505888075,"identity":"2437dcf1-2267-4b8a-bb73-aa10c18fcd9a","order_by":6,"name":"Xiaocang Cao","email":"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAZAAAAAyAQMAAABI0h/eAAAABlBMVEX///8AAABVwtN+AAAACXBIWXMAAA7EAAAOxAGVKw4bAAAAqklEQVRIiWNgGAWjYNCCCgglQYKWMwakamFsI0ULf/vhYxI/5/2JNjjAfPA2D4NdHkEtEmfSkg17txnkbjjAlmzNw5BcTFCLAUOO4WNGsBYeM2kehgOJDQS18L8xOMw4B6SF/xuRWiRAtjSAbWEjTovEjWfJhj3HjHNnHmYztpxjkExYC39/8jGJHzVyuX3Hmx/eeFNhR1gLAjCD3Um8+lEwCkbBKBgFeAAArkQ4Nvn85VMAAAAASUVORK5CYII=","orcid":"","institution":"Tianjin Medical University General Hospital","correspondingAuthor":true,"prefix":"","firstName":"Xiaocang","middleName":"","lastName":"Cao","suffix":""}],"badges":[],"createdAt":"2025-06-17 13:38:15","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-6914920/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-6914920/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":90311317,"identity":"9f667f41-730a-4648-adfb-1db170f0baf3","added_by":"auto","created_at":"2025-09-01 09:49:22","extension":"png","order_by":1,"title":"Figure 1","display":"","copyAsset":false,"role":"figure","size":316471,"visible":true,"origin":"","legend":"\u003cp\u003eGlobal trends in ASMR (A) and ASDR (B) for pancreatitis attribute to alcohol use and across five SDI quintiles from 1990 to 2021 in Joinpoint models. ASMR, age standardized mortality rate; ASDR, age standardized disability-adjusted life-years rate; APC, annual percent change; SDI, Socio-Demographic Index.\u003c/p\u003e","description":"","filename":"1.png","url":"https://assets-eu.researchsquare.com/files/rs-6914920/v1/031583c75d34109100338596.png"},{"id":90309998,"identity":"0946fa3b-e660-4e3d-8569-bebf22ef74d4","added_by":"auto","created_at":"2025-09-01 09:41:21","extension":"png","order_by":2,"title":"Figure 2","display":"","copyAsset":false,"role":"figure","size":314755,"visible":true,"origin":"","legend":"\u003cp\u003eTrends in deaths and global disease burden of pancreatitis attributed to alcohol use in 2021, by age, sex and SDI quintile, 21 GBD regions. (A) Age standardized rate (line) and number (bar) of deaths for pancreatitis attributed to alcohol use in 2021 by age and sex. (B) Age-standardized rate (line) and number (bar) of DALYs for pancreatitis attributed to alcohol use in 2021 by age and sex. (C) The percent of age-standardized deaths and (D) the percent of age-standardized DALYs attributable to alcohol use varied across the five SDI quintiles and 21 GBD regions in 2021. SDI, Socio-Demographic Index; DALYs, disability-adjusted life-years; GBD, global\u003c/p\u003e\n\u003cp\u003eburden of diseases.\u003c/p\u003e","description":"","filename":"2.png","url":"https://assets-eu.researchsquare.com/files/rs-6914920/v1/30d36bf00e44a039f91b7bcf.png"},{"id":90310008,"identity":"98334ad5-0120-45ce-9f61-11385f440d8f","added_by":"auto","created_at":"2025-09-01 09:41:22","extension":"png","order_by":3,"title":"Figure 3","display":"","copyAsset":false,"role":"figure","size":267066,"visible":true,"origin":"","legend":"\u003cp\u003eGlobal trends in deaths and disease burden of pancreatitis attributed to alcohol use from 1990 to 2021 by sex. (A) Age standardized rate (line) and number (bar) of deaths for pancreatitis attributed to alcohol use from 1990 to 2021 by sex. (B) Age-standardized rate (line) and number (bar) of DALYs for pancreatitis attributed to alcohol use from 1990 to 2021 by sex. (C) Temporal Trends in the percent of age-standardized deaths and (D) the percent of age-standardized DALYs attributable to alcohol use from 1990 to 2021. DALYs, disability-adjusted life-years.\u003c/p\u003e","description":"","filename":"3.png","url":"https://assets-eu.researchsquare.com/files/rs-6914920/v1/03f72413ba0c7d7d21723115.png"},{"id":90309991,"identity":"cf64fd6e-50aa-4517-ba09-0c5ba6ddb5c4","added_by":"auto","created_at":"2025-09-01 09:41:21","extension":"png","order_by":4,"title":"Figure 4","display":"","copyAsset":false,"role":"figure","size":403926,"visible":true,"origin":"","legend":"\u003cp\u003eGlobal trends in number, percent and rate of deaths and DALYs of pancreatitis attributed to alcohol use from 1990 to 2021, by age and sex. (A) Both, (B) Male, and (C) Female.DALYs, disability-adjusted life-years.\u003c/p\u003e","description":"","filename":"4.png","url":"https://assets-eu.researchsquare.com/files/rs-6914920/v1/c9b1d55c46dd149d489dd897.png"},{"id":90309992,"identity":"9897fe88-7466-4879-a327-7f59579e1ccd","added_by":"auto","created_at":"2025-09-01 09:41:21","extension":"png","order_by":5,"title":"Figure 5","display":"","copyAsset":false,"role":"figure","size":148391,"visible":true,"origin":"","legend":"\u003cp\u003eThe relationship between disease burden of pancreatitis attributed to alcohol use and SDI values. (A) ASMR and SDI in 2021 by GBD regions, (B) ASDR and SDI in 2021 by GBD regions. SDI, Socio-Demographic Index; ASMR, age standardized mortality rate; ASDR, age standardized disability-adjusted life-years rate.\u003c/p\u003e","description":"","filename":"5.png","url":"https://assets-eu.researchsquare.com/files/rs-6914920/v1/db23ab7309549e63ae0a32d6.png"},{"id":90310012,"identity":"f2fcee6b-bbb5-4288-93b2-d002dc7c50b8","added_by":"auto","created_at":"2025-09-01 09:41:22","extension":"png","order_by":6,"title":"Figure 6","display":"","copyAsset":false,"role":"figure","size":573739,"visible":true,"origin":"","legend":"\u003cp\u003eThe disease burden of pancreatitis attributed to alcohol in 204 countries and territories, 1990-2021. (A) The deaths number of pancreatitis attributed to alcohol in 204 countries and territories in 2021. (B) The DALYs of pancreatitis attributed to alcohol in 204 countries and territories in 2021. (C)The ASMR and (D) ASDR of pancreatitis attributed to alcohol in 204 countries and territories in 2021. (E) The percentage change of ASMR and (D) the percentage change of ASMR of pancreatitis attributed to alcohol in 204 countries and territories from 1990 to 2021. DALYs, disability-adjusted life-years; ASMR, age standardized mortality rate; ASDR, age standardized disability-adjusted life-years rate.\u003c/p\u003e","description":"","filename":"6.png","url":"https://assets-eu.researchsquare.com/files/rs-6914920/v1/be310d203415ac64d4664551.png"},{"id":90310010,"identity":"9b126e72-20f6-4ce1-a62c-6ebdf85f9d0f","added_by":"auto","created_at":"2025-09-01 09:41:22","extension":"png","order_by":7,"title":"Figure 7","display":"","copyAsset":false,"role":"figure","size":118662,"visible":true,"origin":"","legend":"\u003cp\u003eHistorical trends and future projections of pancreatitis attributed to alcohol use from 1990 to 2030, by sex. (A) Age-standardized mortality rate (ASMR) per 100,000 population, and (B) Age-standardized disability-adjusted life year rate (ASDR) per 100,000 population.\u003c/p\u003e","description":"","filename":"7.png","url":"https://assets-eu.researchsquare.com/files/rs-6914920/v1/7495eeb8fd671437bd07721a.png"},{"id":90310001,"identity":"4c28f0e3-5d30-4738-9e44-e60237bf33e2","added_by":"auto","created_at":"2025-09-01 09:41:22","extension":"png","order_by":8,"title":"Figure 8","display":"","copyAsset":false,"role":"figure","size":164026,"visible":true,"origin":"","legend":"\u003cp\u003eDecomposition analysis of mortality and DALYs due to pancreatitis attributed to alcohol use worldwide, 1990–2021. (A) Changes in global and SDI mortality number for pancreatitis attributed to alcohol use. (B) Changes in global and SDI quintile-specific DALYs for pancreatitis attributed to alcohol use. DALYs, disability-adjusted life-years; SDI, Socio-Demographic Index.\u003c/p\u003e","description":"","filename":"8.png","url":"https://assets-eu.researchsquare.com/files/rs-6914920/v1/16de3d1134e701d9f25e5f74.png"},{"id":90780278,"identity":"c4f977be-42d2-47f6-884d-7ca8530dc613","added_by":"auto","created_at":"2025-09-08 05:02:02","extension":"pdf","order_by":0,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":3355243,"visible":true,"origin":"","legend":"","description":"","filename":"manuscript.pdf","url":"https://assets-eu.researchsquare.com/files/rs-6914920/v1/0a947ea8-6c7e-4552-b99a-33ebcf8b8f90.pdf"},{"id":90309993,"identity":"857f3d42-8b85-415e-828c-a3dd0642f999","added_by":"auto","created_at":"2025-09-01 09:41:21","extension":"pptx","order_by":0,"title":"","display":"","copyAsset":false,"role":"supplement","size":2902268,"visible":true,"origin":"","legend":"","description":"","filename":"SupplementaryFigures.pptx","url":"https://assets-eu.researchsquare.com/files/rs-6914920/v1/09fb6fdfcec7fec684fb8752.pptx"},{"id":90311301,"identity":"02fcb914-026c-44f8-b02e-0b70a37bb6e7","added_by":"auto","created_at":"2025-09-01 09:49:21","extension":"pdf","order_by":1,"title":"","display":"","copyAsset":false,"role":"supplement","size":3043958,"visible":true,"origin":"","legend":"","description":"","filename":"Supplementarytables.pdf","url":"https://assets-eu.researchsquare.com/files/rs-6914920/v1/e906a6fab88ab3a90e2b4cbb.pdf"}],"financialInterests":"No competing interests reported.","formattedTitle":"The Challenge in Burden of Pancreatitis Attributed to Alcohol Use: A Perspective From the Global Burden of Disease Study","fulltext":[{"header":"Introduction","content":"\u003cp\u003ePancreatitis refers to the inflammatory process of self-digestion of the pancreas, which encompasses both acute and chronic pancreatitis and can result in multi-organ failure and, in severe cases, mortality\u003csup\u003e\u003cspan citationid=\"CR1\" class=\"CitationRef\"\u003e1\u003c/span\u003e\u003c/sup\u003e. Per 100,000 people in the general population, the yearly global incidence of acute pancreatitis is 34 cases, and chronic pancreatitis is 10 cases\u003csup\u003e2\u003c/sup\u003e. The mortality rates from episodes of acute pancreatitis and chronic pancreatitis in seven population-based cohort studies evaluated in the systematic review by Xiao et al. were 1.16 (95%CI: 0.85 to 1.58) per 100,000 general population per year\u003csup\u003e3\u003c/sup\u003e. Between 1990 and 2021, the global incidence of pancreatitis increased substantially, with cases rising from approximately 1.73\u0026nbsp;million in 1990 to 2.75\u0026nbsp;million in 2021. Similarly, the number of deaths surged from 68,490 to 122,416, marking an increase of 78.7%\u003csup\u003e4\u003c/sup\u003e. Globally, the total disability-adjusted life years (DALYs) of pancreatitis increased substantially, from approximately 2.58\u0026nbsp;million in 1990 to about 4.10\u0026nbsp;million in 2021\u003csup\u003e4\u003c/sup\u003e.\u003c/p\u003e\u003cp\u003eAlcohol consumption and cholelithiasis are the primary causes of pancreatitis\u003csup\u003e5, 6\u003c/sup\u003e. At the same time, alcohol consumption is the most common cause of chronic pancreatitis\u003csup\u003e7, 8\u003c/sup\u003e. Compared to biliary pancreatitis, alcohol-induced pancreatitis is more likely to progress to chronic pancreatitis\u003csup\u003e2\u003c/sup\u003e, after a first acute episode of pancreatitis, alcoholics have a risk of developing chronic pancreatitis approximately 14% with complete abstinence or occasional drinking and 41% if alcohol intake persists\u003csup\u003e9\u003c/sup\u003e. The pancreas directly metabolizes ethanol producing metabolites and byproducts responsible for the injury of acinar cells and stimulation of stellate cells, but the specific pathogenesis remains unclear\u003csup\u003e5\u003c/sup\u003e. Clinical exocrine pancreatic insufficiency following acute necrotizing pancreatitis occurs more frequently in patients with alcohol consumption\u003csup\u003e2, 10\u003c/sup\u003e. Alcohol consumption significantly accelerates chronic pancreatitis progression and serves as an independent risk factor for diabetes development\u003csup\u003e11\u003c/sup\u003e. Patients with surgically treated chronic pancreatitis exhibit lower survival rates, which are associated with continuous moderate/severe alcohol consumption (HR: 2.27)\u003csup\u003e12\u003c/sup\u003e. Restricting alcohol consumption could prevent nearly one-fifth of pancreatitis cases\u003csup\u003e2\u003c/sup\u003e. These findings underscore the critical importance of elucidating the precise mechanisms underlying alcohol-induced pancreatitis and formulating targeted preventive measures, such as population-level interventions to mitigate alcohol intake, ultimately reducing the disease burden.\u003c/p\u003e\u003cp\u003eWhile previous studies have documented general trends in pancreatitis burden\u003csup\u003e4\u003c/sup\u003e, critical knowledge gaps remain regarding the alcohol-attributable fraction across different countries and regions with different social-economic levels. In 2021, deaths from pancreatitis attributed to alcohol use accounted for 15.22% of the total global pancreatitis deaths, with significant regional variation\u003csup\u003e4\u003c/sup\u003e. The epidemiology of pancreatitis often changes over time. Additionally, males experience a higher burden of alcohol-related diseases than females\u003csup\u003e13\u003c/sup\u003e, however, the precise burden of pancreatitis attributable to alcohol remains unknown. This study aims to provide a comprehensive analysis of the global burden of pancreatitis attributable to alcohol use, utilizing data from the GBD 2021, and to forecast the trend over the next 10 years. We employ advanced methods, such as Joinpoint regression and decomposition analysis, to track the effects of alcohol use on pancreatitis and analyze its burden by Socio-demographic indices (SDI) to identify high-risk areas for targeted interventions.\u003c/p\u003e"},{"header":"Methods","content":"\u003cdiv id=\"Sec3\" class=\"Section2\"\u003e\u003ch2\u003eData Resources\u003c/h2\u003e\u003cp\u003eThe GBD 2021 study provides a comprehensive assessment of global health burdens by integrating an extensive dataset comprising 100,983 data sources from 204 nations and territories\u003csup\u003e14\u003c/sup\u003e. The GBD employs Bayesian meta-regression tools, notably DisMod-MR 2.1, to meticulously generate internally consistent estimates of disease burden metrics. By using a weighted sampling method that reflects population size and accounts for critical factors such as age, sex, and the SDI, the GBD provides accurate estimates of global health burden, ensuring that its findings are aligned with both global and regional health burdens while adeptly considering population-weighted factors across various countries and regions.\u003c/p\u003e\u003cp\u003eData on pancreatitis attributed to alcohol use from 1990 to 2021 were collected using the Global Health Data Exchange query tool (\u003cspan class=\"ExternalRef\"\u003e\u003cspan class=\"RefSource\"\u003ehttps://vizhub.healthdata.org/gbd-results/\u003c/span\u003e\u003cspan address=\"https://vizhub.healthdata.org/gbd-results/\" targettype=\"URL\" class=\"RefTarget\"\u003e\u003c/span\u003e\u003c/span\u003e), developed by the GBD collaborators. The data included age-standardized mortality rate (ASMR) per 100,000 (100k) population and age-standardized disability-adjusted life rate (ASDR) per 100k population of pancreatitis attributed to alcohol use, and SDI in 204 countries and regions around the world from 1990 to 2021. SDI is an index that has been used to comprehensively evaluate the level of social development for each country or region. It is a geometric average of 0 to 1 in each country or region by combining the total fertility rate of women under 25, the education level of people aged 15 and above, and the lag of per capita income distribution. The lower SDI value indicates a lower social development level and vice versa. In GBD 2021, countries and regions were divided into five levels based on SDI: high (greater than 0.81), high-middle (0.70 to 0.81), middle (0.61 to 0.69), low-middle (0.46 to 0.60), and low (less than 0.46). The previous report provided a comprehensive overview of the data extraction and modelling methods used in the GBD 2021 study\u003csup\u003e14\u003c/sup\u003e.\u003c/p\u003e\u003c/div\u003e\n\u003ch3\u003eCase definition\u003c/h3\u003e\n\u003cp\u003eIn this study, we analyzed the disease burden of both acute pancreatitis and chronic pancreatitis using data from the GBD Study 2021. The classification of pancreatitis follows the International Classification of Diseases tenth edition (ICD-10). The ICD-10 provides specific codes for classifying pancreatitis. Acute pancreatitis is coded as K85, with subcategories ranging from K85.0 to K85.9 to specify different types and causes. Chronic pancreatitis is coded as K86.0, while K86.1 is used for other related conditions\u003csup\u003e14\u003c/sup\u003e. Alcohol use was defined as the number of grams of pure alcohol ingested daily by current drinkers.\u003c/p\u003e\n\u003ch3\u003eRisk of bias assessment\u003c/h3\u003e\n\u003cp\u003eThe GBD study used a comparative risk assessment methodology to estimate the attributable burden of alcohol-related pancreatitis using data from multiple sources\u003csup\u003e15, 16\u003c/sup\u003e. Data are sourced from a variety of databases, including hospital records, vital registration systems and surveys, which undergo standardised evaluations to minimise biases. Potential biases introduced by incomplete or inconsistent data are mitigated using Bayesian hierarchical models, which incorporate prior knowledge and adjust for systematic errors. Furthermore, 95% Confidence Intervals (95%CI) or 95% Uncertainty Intervals (95%UI) are provided for all estimates, reflecting the degree of uncertainty in the modelled data.\u003c/p\u003e\u003cdiv id=\"Sec6\" class=\"Section2\"\u003e\u003ch2\u003eStatistical analysis\u003c/h2\u003e\u003cp\u003eDeath, DALYs and their ASMR and ASDR were the primary indices used to evaluate the pancreatitis burden attributed to alcohol use. To visualize the geographical variation regarding pancreatitis attributed to alcohol use in the number of deaths, DALYs, ASMR and ASDR in 2021, we generated maps of pancreatitis attributed to alcohol use. The Pearson correlation coefficient was used to evaluate the correlation between SDI with ASMR and ASDR. The data were analysed and visualized using the R statistical software program (V.4.3.3). \u003cem\u003eP\u003c/em\u003e\u0026thinsp;\u0026lt;\u0026thinsp;0.05 was considered a statistically significant difference.\u003c/p\u003e\u003c/div\u003e"},{"header":"Results","content":"\u003cp\u003e\u003cstrong\u003e1. The global disease burden of pancreatitis attributed to alcohol use\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eFrom 1990 to 2021, the global deaths of pancreatitis attributed to alcohol use exhibited an increasing trend in the number of cases, rising from approximately 9,971.79 cases in 1990 to 18,749.03 in 2021 (Table S1). However, despite this rise in absolute numbers, the ASMR of pancreatitis attributed to alcohol use showed a modest decline, from 0.24 per 100k population in 1990 to 0.22 per 100k population in 2021, indicating an overall decrease in the death rate when adjusted for population growth (Fig 1A). The average annual percent change (AAPC) of ASMR during this period was -0.20 globally (95%CI: -0.42 to 0.01) (Table 1). In 2021, the global DALYs burden significantly increased, reaching 699,335 from 401,671 in 1990 (Table S1). While after adjusting for population growth, the ASDR slightly declined from 8.88 per 100k population in 1990 to 8.22 per 100k in 2021, with an AAPC of -0.21 (95%CI: -0.43 to 0.02) (Fig 1B and Table 2). Although the percentage of the pancreatitis disease burden attributed to alcohol showed stability, an upward trend was observed in Low SDI, Low-middle SDI, and Middle SDI regions (Fig S1).\u003c/p\u003e\n\u003cp\u003eFrom 1990 to 2021, both the ASMR and ASDR of pancreatitis attributed to alcohol use varied across 21 GBD regions (Fig S2). In 2021, Eastern Europe reported the highest ASMR (1.35, 95%UI: 0.98 to 1.78) and ASDR (64.03, 95%UI: 46.21 to 84.35) (Tables 1 and 2). Central Europe ranked second, with an ASMR of 0.73 (95%UI: 0.53 to 0.94) and ASDR of 27.25 (95%UI: 20.11 to 34.73). In contrast, the lowest rates were observed in North Africa and the Middle East (ASMR: 0.01, 95%UI: 0.01 to 0.02; ASDR: 0.36, 95%UI: 0.21 to 0.55). Furthermore, Eastern Europe showed the greatest increases in both ASMR (+104.55%) and ASDR (+79.00%) from 1990 to 2021. In contrast, Southern Latin America experienced the most substantial declines, with ASMR decreasing by 52.05% and ASDR by 51.92% over the same period.\u003c/p\u003e\n\u003cp\u003e\u0026nbsp;\u003cstrong\u003eTable 1\u003c/strong\u003e Deahths for pancreatitis attributed to alcohol: age-standardized rates (ASMR) with 95 % Uncertainty Intervals and annual percentage change (AAPC) with 95 % Confidence Intervals, 1990\u0026ndash;2021.\u003c/p\u003e\n\u003cp\u003e\u003cimg 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\"\u003e\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eTable 2\u003c/strong\u003e Disability-Adjusted LifeYears (DALYs) for pancreatitis attributed to alcohol: age-standardized rates (ASDR) with 95% Uncertainty Intervals and annual percentage change (AAPC) with 95% Confidence Intervals,1990\u0026ndash;2021.\u003c/p\u003e\n\u003cp\u003e\u003cimg 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\"\u003e\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e2. Sex and Age Disease Burden\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eIn 2021, the ASMR was 0.41 (95%UI: 0.29 to 0.53) and the ASDR was 15.11 (95%UI: 10.76 to 19.66) for males, while the ASMR was 0.05 (95%UI: 0.03 to 0.07) and the ASDR was 1.53 (95%UI: 0.86 to 2.32) for females (Table S2). There were sex-specific mortality patterns, with males demonstrating peak mortality numbers at 45 to 49 years, contrasting sharply with a biologically delayed apex in females at 70 to 74 years (Fig 2A and Table S3). Mortality rates in both sexes demonstrated an age-dependent increase, with males exhibiting consistently higher age-specific mortality rates compared to females. Peak mortality rates were attained in the more than 95 years age cohort for both genders. DALYs trajectories further reveal sex-distinct burden dynamics: male disease culmination occurs in early middle age (45 to 49 years), whereas female maxima emerge ten years later (55 to 59 years) (Fig 2B).\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eThe percent of mortality number and DALYs of pancreatitis attributed to alcohol use exhibited differential patterns across gender, SDI quintiles, and GBD regions. In 2021, the percent of age-standardised pancreatitis deaths and DALYs attributed to use were higher in males than females (Fig 2C, D). Both the overall population and males demonstrated progressively increasing percent of age-standardised pancreatitis deaths and DALYs attributed to use with ascending SDI levels, whereas females exhibited a distinct pattern. Globally, the decline in the ASMR and in the ASDR were not significant, and the reduction appeared more pronounced among females (Fig 3 and Table S2).\u003c/p\u003e\n\u003cp\u003eAnalyses of changes in the disease burden of pancreatitis attributed to alcohol use across age groups from 1990 to 2021 revealed that deaths and DALYs increased at a faster rate in males compared to females (Fig 4 and Table S5). A significant rise in number of mortality and DALYs was observed among males aged 20\u0026ndash;60 years, while females showed increases predominantly in those aged 80 years and above. The percent of pancreatitis deaths attributed to alcohol use remained relatively stable across all age groups, with males experiencing marginal increases and females showing either a decline or no substantial change. Age-specific mortality rates declined overall, except for a slight rise in younger males aged 35\u0026ndash;50 years. Patterns of DALY changes mirrored those of mortality trends.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e3. Disease Burden by SDI Regions\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThe ASMR and ASDR of pancreatitis attributed to alcohol use rose from 1990 to 2021 in Low SDI, Low-middle SDI and Middle SDI regions, but they decreased in Global and High SDI regions (Fig 1 and Fig 2). In High-middle SDI regions, the ASMR and ASDR exhibited an initial upward trend from 1990 to 2005, followed by a steep decline through 2021, demarcating a significant epidemiological transition phase.\u003c/p\u003e\n\u003cp\u003eIn 2021, ASMR was the highest in the High-middle SDI region (0.36, 95%UI: 0.26 to 0.47) (Table 1). From 1990 to 2021, the ASMR in the High SDI regions showed the largest decline, by -24.14%, but the Low SDI and Low-middle SDI regions had the greatest increase in ASMR by 33.22%. High SDI regions showed an obvious decrease in AAPC of ASMR of pancreatitis attributed to high alcohol use, while a significant increase was observed in Low SDI, Low-middle SDI and Middle SDI regions.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eAmong the five SDI regions, the High-middle SDI region exhibited the highest ASDR in 2021 at 14.67 (95%UI: 10.44 to 19.43), followed by the High SDI region (7.81, 95%UI: 5.51 to 10.27), whereas the Low SDI region demonstrated the lowest ASDR of 5.97 (95%UI: 3.44 to 9.47) (Table 2). Low SDI, Low-middle SDI and Middle SDI regions showed an increased AAPC of ASDR, among them, the Low-middle SDI region had the highest increase (1.10, 95%CI: 0.93 to 1.26). The High-middle SDI and High SDI regions had a decreased AAPC of ASDR, especially the High SDI region (-0.90, 95%CI: -1.14 to -0.66).\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eGlobally, the relationship between ASMR and ASDR in pancreatitis attributed to alcohol use and SDI exhibited an inverse U-shaped pattern, primarily demonstrating positive correlations (Fig 5 and Table S6). The Pearson correlation coefficients between SDI and ASMR, as well as ASDR, were 0.31 and 0.28, respectively (\u003cem\u003eP\u003c/em\u003e \u0026lt; 0.001). Initially, both ASMR and ASDR exhibited positive associations with ascending SDI; however, a significant threshold effect was observed at an SDI value approximately greater than 0.7, beyond which ASMR and ASDR demonstrated inverse relationships with SDI.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e4. Regional and national burden of pancreatitis attributed to alcohol use\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eAmong 21 GBD regions based on geography, Eastern Europe had the highest ASMR of 1.35 (95%UI: 0.98 to 1.78) and ASDR of 64.03 (95%UI: 46.21 to 84.35) in 2021 (Table 1 and Table 2). Moreover, from 1990 to 2021, the ASMR and ASDR in Eastern Europe showed the most significant increase. The ASMR of pancreatitis attributed to alcohol use increased in Central Sub-Saharan Africa, Eastern Europe, Eastern Sub-Saharan Africa, High-income North America, South Asia, Southeast Asia, Tropical Latin America and Western Sub-Saharan Africa from 1990 to 2021, was stable in Central Europe, North Africa and Middle East and Central Latin America, and decreased in other 21 GBD regions (Table 1). The ASDR of pancreatitis attributed to alcohol increased in Central Sub-Saharan Africa, Eastern Europe, Eastern Sub-Saharan Africa, High-income North America, South Asia, Southeast Asia and Western Sub-Saharan Africa from 1990 to 2021, and decreased in other 21 GBD regions (Table 2).\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eFrom a global point of view, the ASMR and ASDR of pancreatitis attributed to alcohol use in 2021 were quite different in different countries (Fig 6 and Table S3). In 2021, the highest ASMR was observed in the Republic of Moldova (1.53, 95%UI: 1.07 to 2.02) and Russia (1.50, 95%UI: 1.07 to 1.95) followed, while the ASDR peaked in Russia (69.92, 95%UI: 51.17 to 91.82) and the Republic of Moldova (66.23, 95%UI: 46.81 to 88.37) (Fig 4A, B and Table S7). Notably, over 97% of countries exhibited ASMR below 1 per 100,000 population.\u003c/p\u003e\n\u003cp\u003eSelect countries in Western Africa and Eastern Europe demonstrated substantial increases in ASMR percentage changes exceeding 100%, while marginal declines were observed in certain regions of the Americas and Oceania (Fig 6C, D). The percentage changes in ASDR exhibited analogous geographical patterns, with Brazil representing a notable exception - showing a paradoxical decline in ASDR percentage changes alongside a modest rise in ASMR percentage changes.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e5. Projecting disease burden\u0026nbsp;\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eOur study demonstrated a consistent downward trend in ASMR and ASDR for pancreatitis attributed to alcohol use from 1990 to 2021. Projections for the future suggest that this declining trend is likely to continue through 2030, with a more pronounced decline anticipated in males (Fig 7). While the number of deaths and DALYs continue to increase (Table S8).\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e6. Decomposition Analysis\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eChanges in mortality of pancreatitis attributed to alcohol use\u003c/p\u003e\n\u003cp\u003eGlobally, the mortality number for pancreatitis attributed to alcohol use increased by 8777.24, with the largest contribution from population growth (77.95%), followed by aging (34.66%) and epidemiological changes (-12.62%). In High SDI regions, there was a light overall number increase (1052.11), mainly due to the significant negative impact of epidemiological changes (-87.41%). Middle SDI regions showed the most significant increase (2594.19), with population growth and aging being the main contributing factors. Globally, male mortality numbers increased by 8119.36, while female increased by 657.87. In the High-meddle SDI regions, mortality numbers increased for both sexes, with a more significant positive impact of aging for females (152.13%) compared to males (53.68%) (Fig 8A and Table S9).\u003c/p\u003e\n\u003cp\u003eChanges in DALYs of pancreatitis attributed to alcohol use\u003c/p\u003e\n\u003cp\u003eFrom 1990 to 2021, the DALYs of pancreatitis attributed to alcohol use increased by 297663.72, primarily driven by population growth (88.85%) and aging (25.26%), but epidemiological changes had a negative impact on the increase (-14.11%) (Fig 8B and Table S10). In High SDI regions, the DALYs\u0026apos; overall increase in pancreatitis attributed to alcohol use was 18270.84, due to the positive contributions of population growth and aging, as well as the negative impact of epidemiological changes (-169.14%). In contrast, in Low SDI regions, the overall increase was 30533.23, with population growth being the main driver (74.67%), but aging had a negative impact on the increase (-0.95%). Sex differences were particularly significant, especially in High SDI regions, where males received a most positive contribution of 178.27% from the population growth, while females experienced a most negative impact of -303.93% from epidemiological changes.\u003c/p\u003e"},{"header":"Discussion","content":"\u003cp\u003eThis study provides a comprehensive overview of the global and regional epidemiological trends of pancreatitis attributed to alcohol use over the past three decades, utilizing data from the GBD Study 2021. Our findings reveal a global increase in the number of deaths and DALYs in pancreatitis attributed to alcohol use, despite a declining trend in ASMR and ASDR. On the one hand, this difference may be attributed to a certain extent to population growth and ageing. On the other hand, alcohol use disorders have increased significantly since 1990\u003csup\u003e13\u003c/sup\u003e. Between 1990 and 2017, the current drinking rate rose from 45\u0026ndash;47%, and it is projected to reach 50% by 2030\u003csup\u003e17\u003c/sup\u003e. As alcohol consumption worldwide increases, the disease burden caused by pancreatitis attributed to alcohol also increases. It is thought that the effect of alcohol on pancreatitis will become more serious in the future. It has been estimated that the prevalence of pancreatitis attributed to alcohol increased approximately 4-fold when compared with teetotalers\u003csup\u003e18\u003c/sup\u003e. After patients had a first episode of alcohol-related acute pancreatitis, their risk of progression to chronic pancreatitis was approximately 14% with complete abstinence or only occasional drinking, 23% with decreased but daily drinking, and 41% with drinking at the same levels as before the attack of acute pancreatitis\u003csup\u003e19\u003c/sup\u003e. Reducing alcohol consumption is meaningful for reducing the burden of disease. A randomized controlled trial reported that the risk of recurrence after a first episode of acute alcohol-related acute pancreatitis decreased significantly following repeated counselling against alcohol consumption\u003csup\u003e20\u003c/sup\u003e. An ongoing randomized controlled trial and cohort study (REAPPEAR) are investigating whether a combined patient education and cessation program for smoking and alcohol can prevent recurrent acute pancreatitis\u003csup\u003e21\u003c/sup\u003e.\u003c/p\u003e\u003cp\u003eA notable finding of this study is the pronounced regional disparities burden in pancreatitis attributed to alcohol use. Geographically, alcohol-related disease burdens exhibited significant heterogeneity\u003csup\u003e13\u003c/sup\u003e. It is reported that the mortality crisis in Russia is a striking example, where alcohol use was the primary culprit of increases in mortality starting in the 1980s and led to 75% of deaths among men aged 15\u0026ndash;55 years\u003csup\u003e13\u003c/sup\u003e. The World Health Organization's (WHO) reports that the high alcohol consumption and high-risk drinking patterns (high proportion of spirits and high binge drinking rates) in Europe (such as in Russia and Ukraine) lead to a high burden of alcohol-related diseases\u003csup\u003e22\u003c/sup\u003e. Similarly, our study showed that Eastern Europe exhibited the highest burden of pancreatitis attributed to alcohol use in 2021, with the Republic of Moldova showing the highest ASMR and Russia showing the highest ASDR. It was also reported that Eastern Europe showed the highest ASMR, and DALY rates of pancreatitis\u003csup\u003e4\u003c/sup\u003e, and a higher proportion of patients in Europe had comorbid conditions of acute pancreatitis\u003csup\u003e6\u003c/sup\u003e. A higher proportion of European patients with severe acute pancreatitis died during the original hospital stay (44%) compared with the other 3 regions (including India, Latin America, and North America)\u003csup\u003e6\u003c/sup\u003e. Additionally, a structured review indicated that the incidence of acute pancreatitis in Europe is generally on the rise, with regional variations in etiology, predominantly alcohol-related in Eastern Europe and gallstone-related in Southern Europe\u003csup\u003e23\u003c/sup\u003e. This is consistent with the implications of our study results, suggesting that the Eastern European regions, particularly the Republic of Moldova and Russia, should enhance alcohol control measures, such as implementing tiered alcohol taxation policies targeting high-risk beverage.\u003c/p\u003e\u003cp\u003eThe study also highlights the disproportionate burden borne by males, particularly in middle age groups, reflecting both higher alcohol consumption and gender-specific risk factors. The incidence of pancreatitis related to gallstones was higher in females, while the incidence of alcohol-related pancreatitis was higher in males\u003csup\u003e11\u003c/sup\u003e. A North American cohort study involving 1,195 patients with chronic pancreatitis further demonstrated that the median age of onset for patients with alcohol-related chronic pancreatitis was 44 years, with males accounting for as high as 73% of the cases\u003csup\u003e24\u003c/sup\u003e. Moreover, in patients with acute pancreatitis induced by alcohol, the proportion of male patients is significantly higher, and the all-cause in-hospital mortality rate is also higher than in other groups\u003csup\u003e25\u003c/sup\u003e, which is consistent with the findings of this study. The ASMR and ASDR for males are 8.20 and 9.88 times higher than those for females, respectively. Additionally, the peak mortality age for males is 5 to 10 years earlier than that for females. This trend is in line with the WHO\u0026rsquo;s global assessment of alcohol-related health risks, suggesting that both biological differences (such as gender dimorphism in alcohol metabolism) and behavioural factors (higher rates of alcohol abuse among males) drive the gender imbalance in disease burden\u003csup\u003e22\u003c/sup\u003e. In 2019, alcohol use was responsible for 6.7% of all deaths among men and 2.4% of all deaths among women\u003csup\u003e26\u003c/sup\u003e. One possible explanation is that females not only consume less alcohol overall but also engage in fewer instances of heavy episodic drinking when they do drink\u003csup\u003e22\u003c/sup\u003e. In research targeting the Chinese population, significant gender differences in the risk of alcohol-related diseases have been found, primarily due to the marked differences in drinking patterns between the sexes\u003csup\u003e27\u003c/sup\u003e. Data indicates that the proportion of male alcohol consumers (33%) is significantly higher than that of females (2%), and there is a notable gender difference in weekly alcohol intake (males: 286 grams/week vs. females: 116 grams/week)\u003csup\u003e27\u003c/sup\u003e. Further analysis shows that male drinkers are more inclined towards frequent drinking (62% reported daily alcohol consumption) and high-risk drinking patterns (including a tendency to consume spirits with an alcohol content of \u0026ge;\u0026thinsp;40% and binge drinking with a single session exceeding 60 grams)\u003csup\u003e27\u003c/sup\u003e. Higher alcohol intake increased the risks of death overall and from major diseases for men in China\u003csup\u003e28\u003c/sup\u003e. Furthermore, men may face a higher risk of alcohol exposure in professional and social activities\u003csup\u003e29, 30\u003c/sup\u003e. Future public health interventions should pay particular attention to the male population, especially during middle and young adulthood, by implementing measures such as health education and alcohol consumption restriction policies to reduce the incidence of alcohol-related pancreatitis.\u003c/p\u003e\u003cp\u003eAccording to WHO reports, alcohol-related diseases have a particularly significant impact on the young and middle-aged population. In 2019, 13% of alcohol-related deaths globally were concentrated in the 20\u0026ndash;39 age group, making it the single highest risk factor among all causes of death in this age group\u003csup\u003e22\u003c/sup\u003e. Our research also found that the number and percent of deaths and DALYs in pancreatitis attributed to alcohol were significantly higher in the young and middle-aged group (20\u0026ndash;60 years) than in other age groups. The health loss in this population, which is in the prime of their social productivity, will directly impact the social security system and economic productivity. There is an urgent need to address this issue through systematic interventions, such as strengthening alcohol control policies, improving early screening mechanisms, and optimizing the allocation of treatment resources.\u003c/p\u003e\u003cp\u003eAdditionally, socioeconomic factors, including income inequality and healthcare accessibility, may amplify the impact of alcohol use on pancreatitis burden. It has been documented that individuals with alcoholic acute pancreatitis who are readmitted within 30 days were more likely to have Medicaid as their primary payer and to be from the lowest quartile of income (annual income \u0026le; \u003cspan\u003e$\u003c/span\u003e42,999)\u003csup\u003e31\u003c/sup\u003e. Globally, while enhancements in medical technology and heightened public health consciousness may foster a general reduction in ASMR and ASDR, the relationship between the SDI and disease burden is intricately nonlinear\u003csup\u003e4\u003c/sup\u003e. Our study reveals that regions with a Middle-high SDI exhibit elevated ASMR and ASDR compared to those with Low, Low-middle, Middle, and High SDI regions. A biphasic relationship exists between SDI and ASMR and ASDR in pancreatitis attributed to alcohol use, specifically, at an SDI ranging from approximately 0.4 to 0.7, increased alcohol consumption associated with economic development\u003csup\u003e13\u003c/sup\u003e predominantly drives the rise in disease risk, leading to heightened ASMR and ASDR. Beyond an SDI threshold of approximately 0.7, this increase in high-risk behaviours appears to be counterbalanced by transformations in additional factors, often concurrent with an ascent in societal well-being. Furthermore, lower-income cohorts disproportionately shoulder the adverse consequences of alcohol intake due to more hazardous drinking patterns, such as binge drinking\u003csup\u003e13, 32\u003c/sup\u003e. The absence of comprehensive data in our study precludes an in-depth elucidation of the mechanisms through which SDI influences disease burden. Future research endeavours should establish a multifaceted surveillance system, with a particular focus on the characteristics of alcohol consumption among subgroups in Middle-high SDI regions and the dynamic correlation between medical interventions and their efficacy. Based on the aforementioned findings, it is recommended to implement tailored prevention and mitigation strategies: regions with a Middle-high SDI should enhance the oversight of the alcohol supply and employ fiscal policies to curb alcohol consumption, whereas areas with a Low SDI must prioritize enhancing the early diagnostic capabilities and sobriety support services of primary healthcare facilities. Moreover, it is also necessary to pay attention to the increase in disease burden caused by the rise in alcohol consumption as the economies of Low, Low-middle, and Middle SDI regions develop.\u003c/p\u003e\u003cp\u003eOur BAPC model projects a continued decline in ASMR and ASDR through 2030, reflecting ongoing improvements in disease management and preventive measures. However, the increasing absolute numbers of cases and deaths due to population growth and aging highlight the need for sustained efforts to enhance pancreatitis care and alcohol control. Specifically, regions with a high burden, such as Eastern Europe, might benefit from focused strategies that address regional risk profiles, control alcohol consumption, improve healthcare access, and promote early intervention.\u003c/p\u003e\u003cp\u003eOur study has several limitations. First, as a secondary analysis of data from the GBD database, it is subject to potential biases and inaccuracies inherent in such datasets. The database relies on aggregated health data from diverse sources and applies modelling techniques to generate projections, which may result in discrepancies between estimated and actual values. Second, despite extensive measures within the GBD study to minimise bias, certain limitations persist. Variability in data quality across sources can affect the precision of estimates. Although Bayesian hierarchical models are employed to adjust for these biases, systematic errors remain possible, particularly in regions with sparse or missing data. For instance, data for some countries, such as Mauritania and Somalia, are unavailable, potentially introducing bias and limiting the generalisability of findings in these areas. The absence of country-specific data may also obscure unique trends and challenges within these regions. Third, the analysis did not account for heterogeneity in alcohol consumption patterns, including variations in alcohol types, drinking behaviours, and cultural practices across regions and socioeconomic groups, which may influence observed trends and the associated burden of pancreatitis. Fourth, the GBD modelling approach aggregates data from diverse regions, potentially obscuring localised variations and limiting the study\u0026rsquo;s ability to capture nuanced differences across socioeconomic groups or regions.\u003c/p\u003e\u003cp\u003eFuture studies should address these limitations by incorporating more granular and representative data on alcohol consumption patterns, including alcohol type, quantity and drinking behaviours. Additionally, examining the interaction between alcohol use and other modifiable risk factors, such as tobacco use and obesity, would provide a more comprehensive understanding of pancreatitis aetiology. Longitudinal studies assessing the impact of targeted public health interventions on alcohol consumption and its associated burden in specific regions and socioeconomic groups could further guide policy development and resource allocation.\u003c/p\u003e"},{"header":"Conclusion","content":"\u003cp\u003eDespite improvements in disease management, the global burden of pancreatitis attributed to alcohol continues to increase in absolute numbers, with marked regional and gender disparities. Our study, utilizing GBD 2021 data, highlights the need for targeted prevention and control strategies, particularly for males and in high-burden regions such as Eastern Europe. Furthermore, projections for 2030 underscore the importance of sustained public health efforts to mitigate future increases in morbidity and mortality in pancreatitis attributed to alcohol. By controlling alcohol consumption and improving healthcare access, we can better manage and reduce the global impact of pancreatitis.\u003c/p\u003e"},{"header":"Abbreviations","content":"\u003cp\u003eThe following abbreviations are used in this manuscript:\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003eGBD:\u0026nbsp;\u003c/em\u003e\u003c/strong\u003eGlobal Burden of\u0026nbsp;Disease\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003eASMR:\u0026nbsp;\u003c/em\u003e\u003c/strong\u003eAge-standardized\u0026nbsp;mortality\u0026nbsp;rate\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003eASDR:\u0026nbsp;\u003c/em\u003e\u003c/strong\u003eAge-standardized\u0026nbsp;disability-adjusted\u0026nbsp;life\u0026nbsp;rate\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003eSDI\u003c/em\u003e\u003c/strong\u003e\u003cem\u003e:\u0026nbsp;\u003c/em\u003eSocio-demographic\u0026nbsp;indices\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003eBAPC:\u0026nbsp;\u003c/em\u003e\u003c/strong\u003eBayesian\u0026nbsp;age-period-cohort\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003eDALYs:\u0026nbsp;\u003c/em\u003e\u003c/strong\u003eDisability-adjusted life years\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003eCI:\u0026nbsp;\u003c/em\u003e\u003c/strong\u003eConfidence Intervals\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003eUI:\u0026nbsp;\u003c/em\u003e\u003c/strong\u003eUncertainty Intervals\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003eAAPC:\u0026nbsp;\u003c/em\u003e\u003c/strong\u003eAverage annual percent change\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003eWHO:\u0026nbsp;\u003c/em\u003e\u003c/strong\u003eWorld Health Organization\u003c/p\u003e"},{"header":"Declarations","content":"\u003cp\u003eEthics approval and consent to participate: Not applicable.\u003c/p\u003e\n\u003cp\u003eConsent for publication:\u0026nbsp;All authors have reviewed and approved the final version.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eAvailability of data and materials:The data underlying this article were derived from sources in the public domain, namely, the Institute for Health Metrics and Evaluation (IHME), at https://vizhub.healthdata.org/gbd-results.\u003c/p\u003e\n\u003cp\u003eCompeting interests:\u0026nbsp;All authors report there are no competing interests to declare.\u003c/p\u003e\n\u003cp\u003eFunding:The present study was supported by grant from the National Natural Science Foundation of China (grant number 82270565).\u003c/p\u003e\n\u003cp\u003eAuthors\u0026apos; contributions:Qiuyue Tu, Huizhen Li and Qinghua Yi contributed equally to this work.\u003c/p\u003e\n\u003cp\u003eAcknowledgements :\u0026nbsp;We highly appreciate the work of the Global Burden of Diseases, Injuries, and Risk Factors Study 2021 collaborators.\u003c/p\u003e"},{"header":"References","content":"\u003col\u003e\n\u003cli\u003eLiu, Q., Ruan, K., An, Z., Li, L., Ding, C., Xu, D., Yang, J., \u0026amp; Zhang, X. (2025). Updated review of research on the role of the gut microbiota and microbiota-derived metabolites in acute pancreatitis progression and inflammation-targeted therapy. \u003cem\u003eInternational journal of biological sciences\u003c/em\u003e, \u003cem\u003e21\u003c/em\u003e(3), 1242\u0026ndash;1258. https://doi.org/10.7150/ijbs.108858\u003c/li\u003e\n\u003cli\u003ePetrov, M. S., \u0026amp; Yadav, D. (2019). Global epidemiology and holistic prevention of pancreatitis. \u003cem\u003eNature reviews. Gastroenterology \u0026amp; hepatology\u003c/em\u003e, \u003cem\u003e16\u003c/em\u003e(3), 175\u0026ndash;184. https://doi.org/10.1038/s41575-018-0087-5\u003c/li\u003e\n\u003cli\u003eXiao, A. Y., Tan, M. L., Wu, L. M., Asrani, V. M., Windsor, J. A., Yadav, D., \u0026amp; Petrov, M. S. (2016). Global incidence and mortality of pancreatic diseases: a systematic review, meta-analysis, and meta-regression of population-based cohort studies. \u003cem\u003eThe lancet. Gastroenterology \u0026amp; hepatology\u003c/em\u003e, \u003cem\u003e1\u003c/em\u003e(1), 45\u0026ndash;55. https://doi.org/10.1016/S2468-1253(16)30004-8\u003c/li\u003e\n\u003cli\u003eLi, T., Qin, C., Zhao, B., Li, Z., Zhao, Y., Lin, C., \u0026amp; Wang, W. (2024). Global and regional burden of pancreatitis: epidemiological trends, risk factors, and projections to 2050 from the global burden of disease study 2021. \u003cem\u003eBMC gastroenterology\u003c/em\u003e, \u003cem\u003e24\u003c/em\u003e(1), 398. https://doi.org/10.1186/s12876-024-03481-8\u003c/li\u003e\n\u003cli\u003eMederos, M. A., Reber, H. A., \u0026amp; Girgis, M. D. (2021). Acute Pancreatitis: A Review. \u003cem\u003eJAMA\u003c/em\u003e, \u003cem\u003e325\u003c/em\u003e(4), 382\u0026ndash;390. https://doi.org/10.1001/jama.2020.20317\u003c/li\u003e\n\u003cli\u003eMatta, B., Gougol, A., Gao, X., Reddy, N., Talukdar, R., Kochhar, R., Goenka, M. K., Gulla, A., Gonzalez, J. A., Singh, V. K., Ferreira, M., Stevens, T., Barbu, S. T., Nawaz, H., Gutierrez, S. C., Zarnescu, N. O., Capurso, G., Easler, J., Triantafyllou, K., Pelaez-Luna, M., \u0026hellip; Papachristou, G. I. (2020). Worldwide Variations in Demographics, Management, and Outcomes of Acute Pancreatitis. \u003cem\u003eClinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association\u003c/em\u003e, \u003cem\u003e18\u003c/em\u003e(7), 1567\u0026ndash;1575.e2. https://doi.org/10.1016/j.cgh.2019.11.017\u003c/li\u003e\n\u003cli\u003eAndersson, R., L\u0026ouml;hr, J. M., \u0026amp; Working Group for Chronic Pancreatitis Guidelines (Sweden) (2021). Swedish national guidelines for chronic pancreatitis. \u003cem\u003eScandinavian journal of gastroenterology\u003c/em\u003e, \u003cem\u003e56\u003c/em\u003e(4), 469\u0026ndash;483. https://doi.org/10.1080/00365521.2021.1881815\u003c/li\u003e\n\u003cli\u003eRu, N., Zhu, J. H., Hu, L. H., Wu, S. Y., Pan, J., Xu, X. N., Wang, L., Yu, F. F., Yan, Z. J., Guo, J. Y., Li, Z. S., Zou, W. B., \u0026amp; Liao, Z. (2021). Factors associated with prior acute pancreatitis episodes among patients with chronic pancreatitis. \u003cem\u003eDigestive and liver disease : official journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver\u003c/em\u003e, \u003cem\u003e53\u003c/em\u003e(9), 1148\u0026ndash;1153. https://doi.org/10.1016/j.dld.2021.03.001\u003c/li\u003e\n\u003cli\u003eYadav, D., Hawes, R. H., Brand, R. E., Anderson, M. A., Money, M. E., Banks, P. A., Bishop, M. D., Baillie, J., Sherman, S., DiSario, J., Burton, F. R., Gardner, T. B., Amann, S. T., Gelrud, A., Lawrence, C., Elinoff, B., Greer, J. B., O\u0026apos;Connell, M., Barmada, M. M., Slivka, A., \u0026hellip; North American Pancreatic Study Group (2009). Alcohol consumption, cigarette smoking, and the risk of recurrent acute and chronic pancreatitis. \u003cem\u003eArchives of internal medicine\u003c/em\u003e, \u003cem\u003e169\u003c/em\u003e(11), 1035\u0026ndash;1045. https://doi.org/10.1001/archinternmed.2009.125\u003c/li\u003e\n\u003cli\u003ePhillips, A. E., Bejjani, J., Culp, S., Chennat, J., Lee, P. J., Machicado, J. D., Singh, V. K., Afghani, E., Ramsey, M. L., Paragomi, P., Stello, K., Nikahd, M., Hart, P. A., \u0026amp; Papachristou, G. I. (2024). Prevalence of exocrine pancreatic insufficiency at 12 months after acute pancreatitis: a prospective, multicentre, longitudinal cohort study. \u003cem\u003eEClinicalMedicine\u003c/em\u003e, \u003cem\u003e75\u003c/em\u003e, 102774. https://doi.org/10.1016/j.eclinm.2024.102774\u003c/li\u003e\n\u003cli\u003eDrake, M., Dodwad, S. J., Davis, J., Kao, L. S., Cao, Y., \u0026amp; Ko, T. C. (2021). Sex-Related Differences of Acute and Chronic Pancreatitis in Adults. \u003cem\u003eJournal of clinical medicine\u003c/em\u003e, \u003cem\u003e10\u003c/em\u003e(2), 300. https://doi.org/10.3390/jcm10020300\u003c/li\u003e\n\u003cli\u003eMurruste, M., Kirsim\u0026auml;gi, \u0026Uuml;., Kase, K., Saar, S., \u0026amp; Talving, P. (2021). Long-term survival, risk factors and causes of mortality in surgically treated chronic pancreatitis. \u003cem\u003ePancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.]\u003c/em\u003e, \u003cem\u003e21\u003c/em\u003e(4), 714\u0026ndash;723. https://doi.org/10.1016/j.pan.2021.03.003\u003c/li\u003e\n\u003cli\u003eGBD 2016 Alcohol Collaborators (2018). Alcohol use and burden for 195 countries and territories, 1990-2016: a systematic analysis for the Global Burden of Disease Study 2016. \u003cem\u003eLancet (London, England)\u003c/em\u003e, \u003cem\u003e392\u003c/em\u003e(10152), 1015\u0026ndash;1035. https://doi.org/10.1016/S0140-6736(18)31310-2\u003c/li\u003e\n\u003cli\u003eGBD 2021 Diseases and Injuries Collaborators (2024). Global incidence, prevalence, years lived with disability (YLDs), disability-adjusted life-years (DALYs), and healthy life expectancy (HALE) for 371 diseases and injuries in 204 countries and territories and 811 subnational locations, 1990-2021: a systematic analysis for the Global Burden of Disease Study 2021. \u003cem\u003eLancet (London, England)\u003c/em\u003e, \u003cem\u003e403\u003c/em\u003e(10440), 2133\u0026ndash;2161. https://doi.org/10.1016/S0140-6736(24)00757-8\u003c/li\u003e\n\u003cli\u003eYan, D., Wei, L., Liang, H., Zhang, J., Shi, D., \u0026amp; Wang, Z. (2025). Burden of oesophageal cancer attributed to alcohol use in 204 countries and territories, 1990-2019: results from the Global Burden of Disease Study 2019. \u003cem\u003eBMJ open\u003c/em\u003e, \u003cem\u003e15\u003c/em\u003e(2), e086343. https://doi.org/10.1136/bmjopen-2024-086343\u003c/li\u003e\n\u003cli\u003eGBD 2021 Risk Factors Collaborators (2024). Global burden and strength of evidence for 88 risk factors in 204 countries and 811 subnational locations, 1990-2021: a systematic analysis for the Global Burden of Disease Study 2021. \u003cem\u003eLancet (London, England)\u003c/em\u003e, \u003cem\u003e403\u003c/em\u003e(10440), 2162\u0026ndash;2203. https://doi.org/10.1016/S0140-6736(24)00933-4\u003c/li\u003e\n\u003cli\u003eManthey, J., Shield, K. D., Rylett, M., Hasan, O. S. M., Probst, C., \u0026amp; Rehm, J. (2019). Global alcohol exposure between 1990 and 2017 and forecasts until 2030: a modelling study. \u003cem\u003eLancet (London, England)\u003c/em\u003e, \u003cem\u003e393\u003c/em\u003e(10190), 2493\u0026ndash;2502. https://doi.org/10.1016/S0140-6736(18)32744-2\u003c/li\u003e\n\u003cli\u003eWilson, J. S., Korsten, M. A., \u0026amp; Pirola, R. C. (1989). Alcohol-induced pancreatic injury (Part I). Unexplained features and ductular theories of pathogenesis. \u003cem\u003eInternational journal of pancreatology : official journal of the International Association of Pancreatology\u003c/em\u003e, \u003cem\u003e4\u003c/em\u003e(2), 109\u0026ndash;125.\u003c/li\u003e\n\u003cli\u003eTakeyama Y. (2009). Long-term prognosis of acute pancreatitis in Japan. \u003cem\u003eClinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association\u003c/em\u003e, \u003cem\u003e7\u003c/em\u003e(11 Suppl), S15\u0026ndash;S17. https://doi.org/10.1016/j.cgh.2009.08.022\u003c/li\u003e\n\u003cli\u003eNordback, I., Pelli, H., Lappalainen-Lehto, R., J\u0026auml;rvinen, S., R\u0026auml;ty, S., \u0026amp; Sand, J. (2009). The recurrence of acute alcohol-associated pancreatitis can be reduced: a randomized controlled trial. \u003cem\u003eGastroenterology\u003c/em\u003e, \u003cem\u003e136\u003c/em\u003e(3), 848\u0026ndash;855. https://doi.org/10.1053/j.gastro.2008.11.044\u003c/li\u003e\n\u003cli\u003eOcskay, K., Juh\u0026aacute;sz, M. F., Farkas, N., Z\u0026aacute;dori, N., Szak\u0026oacute;, L., Szak\u0026aacute;cs, Z., Szentesi, A., Erőss, B., Mikl\u0026oacute;s, E., Zempl\u0026eacute;nyi, A., Birk\u0026aacute;s, B., Csath\u0026oacute;, \u0026Aacute;., Hartung, I., Nagy, T., Czopf, L., Izb\u0026eacute;ki, F., Gajd\u0026aacute;n, L., Papp, M., Czak\u0026oacute;, L., Ill\u0026eacute;s, D., \u0026hellip; Hungarian Pancreatic Study Group (2022). \u003cstrong\u003eRe\u003c/strong\u003ecurrent acute pancreatitis prevention by the elimination of alcohol and ciga\u003cstrong\u003er\u003c/strong\u003eette smoking (REAPPEAR): protocol of a randomised controlled trial and a cohort study. \u003cem\u003eBMJ open\u003c/em\u003e, \u003cem\u003e12\u003c/em\u003e(1), e050821. https://doi.org/10.1136/bmjopen-2021-050821\u003c/li\u003e\n\u003cli\u003eWorld Health Organization.(2024).Global status report on alcohol and health and treatment of substance use disorders.Retrieved from https://www.who.int/publications/i/item/9789240096745/.Accessed June 25, 2024.\u003c/li\u003e\n\u003cli\u003eRoberts, S. E., Morrison-Rees, S., John, A., Williams, J. G., Brown, T. H., \u0026amp; Samuel, D. G. (2017). The incidence and aetiology of acute pancreatitis across Europe. \u003cem\u003ePancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.]\u003c/em\u003e, \u003cem\u003e17\u003c/em\u003e(2), 155\u0026ndash;165. https://doi.org/10.1016/j.pan.2017.01.005\u003c/li\u003e\n\u003cli\u003eLewis, M. D., Talluri, J., Wilcox, C. M., Abberbock, J. N., Tang, G., Conwell, D. L., Banks, P. A., Cote, G. A., Sherman, S., Alkaade, S., Gardner, T. B., Anderson, M. A., Sandhu, B. S., Muniraj, T., Forsmark, C. E., Guda, N., Gelrud, A., Romagnuolo, J., Brand, R., LaRusch, J., \u0026hellip; Yadav, D. (2021). Differences in Age at Onset of Symptoms, and Effects of Genetic Variants, in Patients With Early vs Late-Onset Idiopathic Chronic Pancreatitis in a North American Cohort. \u003cem\u003eClinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association\u003c/em\u003e, \u003cem\u003e19\u003c/em\u003e(2), 349\u0026ndash;357. https://doi.org/10.1016/j.cgh.2020.03.047\u003c/li\u003e\n\u003cli\u003eSharma, S., Weissman, S., Aburayyan, K., Acharya, A., Aziz, M., Systrom, H. K., Lew, D., Vohra, I., Feuerstein, J. D., \u0026amp; Pandol, S. J. (2021). Sex differences in outcomes of acute pancreatitis: Findings from a nationwide analysis. \u003cem\u003eJournal of hepato-biliary-pancreatic sciences\u003c/em\u003e, \u003cem\u003e28\u003c/em\u003e(3), 280\u0026ndash;286. https://doi.org/10.1002/jhbp.890\u003c/li\u003e\n\u003cli\u003eWorld Health Organization.(2024).Alcohol.Retrieved from https://www.who.int/news-room/fact-sheets/detail/alcohol/.Accessed June 28, 2024.\u003c/li\u003e\n\u003cli\u003eIm, P. K., Wright, N., Yang, L., Chan, K. H., Chen, Y., Guo, Y., Du, H., Yang, X., Avery, D., Wang, S., Yu, C., Lv, J., Clarke, R., Chen, J., Collins, R., Walters, R. G., Peto, R., Li, L., Chen, Z., Millwood, I. Y., \u0026hellip; China Kadoorie Biobank Collaborative Group (2023). Alcohol consumption and risks of more than 200 diseases in Chinese men. \u003cem\u003eNature medicine\u003c/em\u003e, \u003cem\u003e29\u003c/em\u003e(6), 1476\u0026ndash;1486. https://doi.org/10.1038/s41591-023-02383-8\u003c/li\u003e\n\u003cli\u003eMillwood, I. Y., Im, P. K., Bennett, D., Hariri, P., Yang, L., Du, H., Kartsonaki, C., Lin, K., Yu, C., Chen, Y., Sun, D., Zhang, N., Avery, D., Schmidt, D., Pei, P., Chen, J., Clarke, R., Lv, J., Peto, R., Walters, R. G., \u0026hellip; China Kadoorie Biobank Collaborative Group (2023). Alcohol intake and cause-specific mortality: conventional and genetic evidence in a prospective cohort study of 512\u0026thinsp;000 adults in China. \u003cem\u003eThe Lancet. Public health\u003c/em\u003e, \u003cem\u003e8\u003c/em\u003e(12), e956\u0026ndash;e967. https://doi.org/10.1016/S2468-2667(23)00217-7\u003c/li\u003e\n\u003cli\u003eIrizar, P., Puddephatt, J. A., Gage, S. H., Fallon, V., \u0026amp; Goodwin, L. (2021). The prevalence of hazardous and harmful alcohol use across trauma-exposed occupations: A meta-analysis and meta-regression. \u003cem\u003eDrug and alcohol dependence\u003c/em\u003e, \u003cem\u003e226\u003c/em\u003e, 108858. https://doi.org/10.1016/j.drugalcdep.2021.108858\u003c/li\u003e\n\u003cli\u003eThompson, A., \u0026amp; Pirmohamed, M. (2021). Associations between occupation and heavy alcohol consumption in UK adults aged 40-69\u0026thinsp;years: a cross-sectional study using the UK Biobank. \u003cem\u003eBMC public health\u003c/em\u003e, \u003cem\u003e21\u003c/em\u003e(1), 190. https://doi.org/10.1186/s12889-021-10208-x\u003c/li\u003e\n\u003cli\u003eArgueta, P. P., Salazar, M., Vohra, I., Corral, J. E., Lukens, F. J., Vargo, J. J., Chahal, P., \u0026amp; Simons-Linares, C. R. (2021). Thirty-Day Readmission Among Patients with Alcoholic Acute Pancreatitis. \u003cem\u003eDigestive diseases and sciences\u003c/em\u003e, \u003cem\u003e66\u003c/em\u003e(12), 4227\u0026ndash;4236. https://doi.org/10.1007/s10620-020-06765-7\u003c/li\u003e\n\u003cli\u003eRumgay, H., Shield, K., Charvat, H., Ferrari, P., Sornpaisarn, B., Obot, I., Islami, F., Lemmens, V. E. P. P., Rehm, J., \u0026amp; Soerjomataram, I. (2021). Global burden of cancer in 2020 attributable to alcohol consumption: a population-based study. \u003cem\u003eThe Lancet. Oncology\u003c/em\u003e, \u003cem\u003e22\u003c/em\u003e(8), 1071\u0026ndash;1080. https://doi.org/10.1016/S1470-2045(21)00279-5\u003c/li\u003e\n\u003c/ol\u003e"}],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":true,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":true,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":false,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":false,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true},"keywords":"Pancreatitis, Alcohol, Global Burden of Disease 2021, Projections, Public health policy","lastPublishedDoi":"10.21203/rs.3.rs-6914920/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-6914920/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003ch2\u003eBackground\u003c/h2\u003e\u003cp\u003ePancreatitis is a common digestive disease with a rising global incidence and mortality in recent years. Alcohol consumption is a major cause, but the alcohol-attributable burden varies across regions and populations. This study used GBD 2021 data to assess the global burden from 1990 to 2021 and project future trends to 2030 of pancreatitis attributed to alcohol use, aiming to inform targeted prevention strategies.\u003c/p\u003e\u003ch2\u003eMethods\u003c/h2\u003e\u003cp\u003eWe analyzed GBD 2021 data to evaluate age-standardized mortality (ASMR), and age-standardized disability-adjusted life years rates (ASDR) of pancreatitis attributed to alcohol use. Regional trends, age, gender disparities, and correlations with the Socio-demographic Index (SDI) were examined. A Bayesian age-period-cohort model (BAPC) was used for future projections.\u003c/p\u003e\u003ch2\u003eResults\u003c/h2\u003e\u003cp\u003eIn 2021, the global mortality number of pancreatitis attributable to alcohol use reached 18,749 cases, a substantial increase from 1990. Globally, ASMR and ASDR showed a modest decline, with decreases in High and High-middle SDI regions, but increases in Low, Low-middle, and Middle SDI regions, with the most pronounced rise in Low-middle SDI regions. Males exhibited a higher disease burden than females, particularly in the 45 to 49 age group. Significant regional variations were found, with Eastern Europe showing the highest ASMR and ASDR. Projections indicate continued declines in ASMR and ASDR through 2030.\u003c/p\u003e\u003ch2\u003eConclusions\u003c/h2\u003e\u003cp\u003eThese findings emphasize the critical need for targeted policies and public health interventions aimed at increasing awareness of pancreatitis attributed to alcohol use and curbing alcohol consumption, especially among high-risk populations such as males and in high-burden regions like Eastern Europe.\u003c/p\u003e","manuscriptTitle":"The Challenge in Burden of Pancreatitis Attributed to Alcohol Use: A Perspective From the Global Burden of Disease Study","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2025-09-01 09:41:16","doi":"10.21203/rs.3.rs-6914920/v1","editorialEvents":[{"type":"communityComments","content":0}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"dad16f18-0afe-419f-bbcb-1616d58169e0","owner":[],"postedDate":"September 1st, 2025","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"posted","subjectAreas":[],"tags":[],"updatedAt":"2025-09-08T04:53:52+00:00","versionOfRecord":[],"versionCreatedAt":"2025-09-01 09:41:16","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-6914920","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-6914920","identity":"rs-6914920","version":["v1"]},"buildId":"8U1c8b4HqxoKbykW_rLl7","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}