Risk Factors and Long-term Prognosis for Coinfection of Nontuberculous Mycobacterial Pulmonary Disease and Chronic Pulmonary Aspergillosis: A Multicenter Observational Study in Japan

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Background and objective Nontuberculous mycobacterial pulmonary disease (NTM-PD) is a chronic respiratory infection with increasing prevalence and mortality worldwide. Chronic pulmonary aspergillosis (CPA) is a significant complication of NTM-PD and is associated with a poor prognosis. In this multicenter, retrospective, cohort study, we examined the epidemiology, comorbidities, risk factors for CPA coinfection, and long-term prognoses of patients with NTM-PD infected with CPA in Japan. Methods Patients aged ≥ 8 years with newly diagnosed NTM-PD who visited 18 acute-care hospitals in Kyushu, Japan, between 2010 and 2017 were included. Medical records were reviewed for patient characteristics, underlying diseases, mycobacterial species, laboratory data, radiological features, Aspergillus coinfection, and all-cause mortality. Risk factors for CPA coinfection were analyzed using multiple logistic regression, and survival analysis was performed before and after propensity score matching with risk factors. Results Among 1,304 patients with NTM-PD, 45 (3.5%) were diagnosed with CPA during the observation period. Risk factors for CPA coinfection included male sex, chronic obstructive pulmonary disease, oral corticosteroid use, and cavity formation. All-cause mortality was significantly higher in patients with NTM-PD with CPA than in those without CPA (log-rank test, P < .001; crude HR, 3.98). Survival analysis after propensity score matching confirmed that CPA was an independent poor prognostic factor (log-rank test, P = .036; adjusted HR, 1.59). Conclusion CPA is an independent poor prognostic factor in patients with NTM-PD. Clinicians must consider CPA when treating patients with NTM-PD, particularly those with high-risk factors, to ensure their timely diagnosis and management. Summary at a Glance A study of 1,304 NTM-PD patients in Japan found that 3.5% had chronic pulmonary aspergillosis (CPA), significantly increasing their mortality risk. Key risk factors for CPA included male sex, COPD, corticosteroid use, and cavity formation. CPA is an independent poor prognostic factor, highlighting the need for timely diagnosis and management.
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Takazono , View ORCID Profile Kazuaki Takeda , View ORCID Profile Naoki Iwanaga , View ORCID Profile Masataka Yoshida , View ORCID Profile Naoki Hosogaya , Yusei Tsukamoto , View ORCID Profile Satoshi Irifune , Takayuki Suyama , Tomo Mihara , Akira Kondo , Tsutomu Kobayashi , Yuichi Fukuda , Eisuke Sasaki , View ORCID Profile Toyomitsu Sawai , Yasuhito Higashiyama , Kohji Hashiguchi , Minako Hanaka , Toshihiko Ii , View ORCID Profile Kiyoyasu Fukushima , View ORCID Profile Kosaku Komiya , View ORCID Profile Taiga Miyazaki , View ORCID Profile Kazuhiro Yatera , Koichi Izumikawa , Akitsugu Furumoto , Katsunori Yanagihara , View ORCID Profile Hiroshi Mukae doi: https://doi.org/10.1101/2025.02.03.25320241 Yasuhiro Tanaka 1 Department of Respiratory Medicine, Graduate School of Biomedical Sciences, Nagasaki University , Nagasaki, Japan 2 Department of Respiratory Medicine, Sasebo City General Hospital , Sasebo, Nagasaki, Japan MD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Yasuhiro Tanaka Shotaro Ide 3 Infectious Diseases Experts Training Center, Nagasaki University Hospital , Nagasaki, Japan 4 Department of Respiratory Medicine, Nagasaki University Hospital , Nagasaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Shotaro Ide For correspondence: str-ide{at}nagasaki-u.ac.jp Takahiro Takazono 4 Department of Respiratory Medicine, Nagasaki University Hospital , Nagasaki, Japan 5 Department of Infectious Diseases, Graduate School of Biomedical Sciences, Nagasaki University , Nagasaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Takahiro Takazono Kazuaki Takeda 4 Department of Respiratory Medicine, Nagasaki University Hospital , Nagasaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Kazuaki Takeda Naoki Iwanaga 4 Department of Respiratory Medicine, Nagasaki University Hospital , Nagasaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Naoki Iwanaga Masataka Yoshida 4 Department of Respiratory Medicine, Nagasaki University Hospital , Nagasaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Masataka Yoshida Naoki Hosogaya 6 Clinical Research Center, Nagasaki University Hospital , Nagasaki, Nagasaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Naoki Hosogaya Yusei Tsukamoto 4 Department of Respiratory Medicine, Nagasaki University Hospital , Nagasaki, Japan 7 Department of Internal Medicine, Izumikawa Hospital , Minamishimabara, Nagasaki, Japan MD Find this author on Google Scholar Find this author on PubMed Search for this author on this site Satoshi Irifune 1 Department of Respiratory Medicine, Graduate School of Biomedical Sciences, Nagasaki University , Nagasaki, Japan 8 Department of Internal Medicine, Nagasaki Prefecture Shimabara Hospital , Shimabara, Nagasaki, Japan MD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Satoshi Irifune Takayuki Suyama 9 Department of Respiratory Medicine, Nagasaki Goto Chuoh Hospital , Goto, Nagasaki, Japan MD Find this author on Google Scholar Find this author on PubMed Search for this author on this site Tomo Mihara 10 Department of Respiratory Medicine, Japan Community Health care Organization Isahaya General Hospital , Isahaya, Nagasaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site Akira Kondo 11 Department of Respiratory Medicine, NHO Nagasaki Medical Center , Nagasaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site Tsutomu Kobayashi 12 Department of Respiratory Medicine, Sasebo Chuo Hospital , Sasebo, Nagasaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site Yuichi Fukuda 2 Department of Respiratory Medicine, Sasebo City General Hospital , Sasebo, Nagasaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site Eisuke Sasaki 13 Department of Respiratory Medicine, NHO Ureshino Medical Center , Ureshino, Saga, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site Toyomitsu Sawai 14 Department of Respiratory Medicine, Nagasaki Harbor Medical Center , Nagasaki, Nagasaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Toyomitsu Sawai Yasuhito Higashiyama 15 Department of Internal Medicine, Hokusho Central Hospital , Sasebo, Nagasaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site Kohji Hashiguchi 16 Department of Respiratory Medicine, Japanese Red Cross Nagasaki Genbaku Hospital , Nagasaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site Minako Hanaka 17 Respiratory Medicine, Iizuka Hospital , Iizuka, Fukuoka, Japan MD Find this author on Google Scholar Find this author on PubMed Search for this author on this site Toshihiko Ii 18 Department of Respiratory Medicine, NHO Miyazaki Higashi Hospital , Miyazaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site Kiyoyasu Fukushima 19 Department of Respiratory Medicine, Japanese Red Cross Nagasaki Genbaku Isahaya Hospital , Isahaya, Nagasaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Kiyoyasu Fukushima Kosaku Komiya 20 Respiratory Medicine and Infectious Diseases, Oita University Faculty of Medicine , Yufu, Oita, Japan 21 Research Center for Global and Local Infectious Diseases, Oita University , Yufu, Oita, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Kosaku Komiya Taiga Miyazaki 22 Division of Respirology, Rheumatology, Infectious Diseases and Neurology, Department of Internal Medicine, University of Miyazaki , Miyazaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Taiga Miyazaki Kazuhiro Yatera 23 Department of Respiratory Medicine, University of Occupational and Environmental Health , Japan , Kitakyushu, Fukuoka, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Kazuhiro Yatera Koichi Izumikawa 5 Department of Infectious Diseases, Graduate School of Biomedical Sciences, Nagasaki University , Nagasaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site Akitsugu Furumoto 3 Infectious Diseases Experts Training Center, Nagasaki University Hospital , Nagasaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site Katsunori Yanagihara 24 Department of Laboratory Medicine, Nagasaki University Hospital , Nagasaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site Hiroshi Mukae 1 Department of Respiratory Medicine, Graduate School of Biomedical Sciences, Nagasaki University , Nagasaki, Japan 4 Department of Respiratory Medicine, Nagasaki University Hospital , Nagasaki, Japan MD, PhD Find this author on Google Scholar Find this author on PubMed Search for this author on this site ORCID record for Hiroshi Mukae Abstract Full Text Info/History Metrics Supplementary material Data/Code Preview PDF Abstract Background and objective Nontuberculous mycobacterial pulmonary disease (NTM-PD) is a chronic respiratory infection with increasing prevalence and mortality worldwide. Chronic pulmonary aspergillosis (CPA) is a significant complication of NTM-PD and is associated with a poor prognosis. In this multicenter, retrospective, cohort study, we examined the epidemiology, comorbidities, risk factors for CPA coinfection, and long-term prognoses of patients with NTM-PD infected with CPA in Japan. Methods Patients aged ≥ 8 years with newly diagnosed NTM-PD who visited 18 acute-care hospitals in Kyushu, Japan, between 2010 and 2017 were included. Medical records were reviewed for patient characteristics, underlying diseases, mycobacterial species, laboratory data, radiological features, Aspergillus coinfection, and all-cause mortality. Risk factors for CPA coinfection were analyzed using multiple logistic regression, and survival analysis was performed before and after propensity score matching with risk factors. Results Among 1,304 patients with NTM-PD, 45 (3.5%) were diagnosed with CPA during the observation period. Risk factors for CPA coinfection included male sex, chronic obstructive pulmonary disease, oral corticosteroid use, and cavity formation. All-cause mortality was significantly higher in patients with NTM-PD with CPA than in those without CPA (log-rank test, P < .001; crude HR, 3.98). Survival analysis after propensity score matching confirmed that CPA was an independent poor prognostic factor (log-rank test, P = .036; adjusted HR, 1.59). Conclusion CPA is an independent poor prognostic factor in patients with NTM-PD. Clinicians must consider CPA when treating patients with NTM-PD, particularly those with high-risk factors, to ensure their timely diagnosis and management. Summary at a Glance A study of 1,304 NTM-PD patients in Japan found that 3.5% had chronic pulmonary aspergillosis (CPA), significantly increasing their mortality risk. Key risk factors for CPA included male sex, COPD, corticosteroid use, and cavity formation. CPA is an independent poor prognostic factor, highlighting the need for timely diagnosis and management. INTRODUCTION Nontuberculous mycobacteria (NTM) are ubiquitous environmental microorganisms that cause various infections in humans. Nontuberculous mycobacterial pulmonary disease (NTM-PD) is a chronic respiratory infection caused by NTM that has been recognized as an important respiratory infection in recent years. Recent reports have indicated a worldwide increase in NTM-PD prevalence, with Japan showing particularly high rates and increasing mortality. 1 – 4 Mycobacterium avium and Mycobacterium intracellulare are the most common NTM species, accounting for 90% of NTM-PD cases in Japan. 2 , 5 NTM-PD requires a long-term multidrug treatment regimen; however, it is sometimes refractory and recurs after treatment. 6 Recently, chronic pulmonary aspergillosis (CPA) has been identified as an important complication of NTM-PD, which typically leads to a poor prognosis. 7 – 9 While both NTM-PD and CPA individually require long-term treatment, coinfection makes treatment difficult because of the drug-drug interactions between rifamycin, macrolides, and azole antifungal agents. 10 Moreover, CPA is associated with the exacerbation of chronic infections and increased mortality rates in patients with NTM-PD. Previous studies have elucidated the risk factors, comorbidity rates, and prognostic implications of CPA in patients with NTM-PD. 7 – 9 , 11 However, a substantial portion of this knowledge stems from investigations conducted at single centers or studies with constrained sample sizes. Therefore, we conducted a multicenter, retrospective, cohort study of patients with NTM-PD in Kyushu, Japan, including both tertiary care and community hospitals. We aimed to determine the epidemiology, comorbidities, risk factors, and long-term prognoses of patients with NTM-PD who were coinfected with CPA. METHODS Study Design This multicenter, retrospective, observational, cohort study was conducted at 18 acute care hospitals in Kyushu, Japan (Table S1): Nagasaki, Fukuoka, Oita, Miyazaki, and Saga (NFOMS NTM study). Patients aged ≥18 years with newly diagnosed NTM-PD who visited the study centers between January 1, 2010, and December 31, 2017, were included. The exclusion criteria were death during the collection of specimens for diagnosis and confirmation of diagnosis, referral to another institution for initial treatment after diagnosis, and patients whose last observation was before the date of confirmed diagnosis. Medical records were reviewed by respiratory medicine specialists at each facility for patient characteristics, underlying diseases, isolated mycobacterial species, laboratory data, and radiological features when the patient was definitively diagnosed with NTM-PD, chronic infections, treatments, and outcomes during the observation period. The patients were followed up until December 31, 2022. All data were collected using Research Electronic Data Capture (REDCap ® ). This study was conducted in accordance with the guidelines of the Declaration of Helsinki and approved by the Institutional Review Board of Nagasaki University Hospital (approval number: 22121903). Verbal informed consent was obtained whenever possible, and as this was a retrospective observational study, an opt-out procedure was provided to patients. Definitions for NTM-PD The Japanese Society for Tuberculosis and Nontuberculous Mycobacteriosis (JSTNM) 2008 criteria were used to diagnose NTM-PD. 12 The diagnostic criteria for JSTNM are congruent with those of the American Thoracic Society/European Respiratory Society/European Society of Clinical Microbiology and Infectious Diseases/Infectious Diseases Society of America Clinical Practice Guideline 2020. However, the JSTNM criteria do not include clinical symptoms. 6 , 13 NTM species identification methods vary according to the institution and include PCR for M. avium and M. intracellulare , DNA-DNA hybridization, or matrix-assisted laser desorption/ionization-time-of-flight mass spectrometry. Radiological classification was based on chest computed tomography (CT) and classified by experts as a nodular-bronchiectatic (NB) pattern, NB with cavity pattern, fibrocavitary pattern, single nodule, hypersensitivity pneumonitis, and others. Diagnosis for CPA CPA was diagnosed based on the criteria of the Japanese Domestic Guidelines for Management of Deep-seated Mycosis 2014. 14 Briefly, it included clinical symptoms; radiological findings; serological tests, including Aspergillus antibody, Aspergillus galactomannan antigen, and β-1,3-D-glucan; and proof of Aspergillus species using pathology or culture. These diagnostic criteria included CPA such as simple aspergilloma, chronic cavitary pulmonary aspergillosis (CCPA), chronic fibrosing pulmonary aspergillosis (CFPA), Aspergillus nodule, and subacute invasive pulmonary aspergillosis (SAIA) according to the European Respiratory Society/European Society of Clinical Microbiology and Infectious Diseases guidelines. 15 As per Japanese guidelines, CCPA, CFPA, and SAIA were comprehensively included as chronic progressive pulmonary aspergillosis. Patients with Aspergillus spp. colonization were excluded from CPA. Statistical Analysis Risk factors for NTM-PD with CPA were analyzed using the Mann–Whitney U test for continuous variables and Fisher’s exact test for nominal variables. Multiple logistic regression analysis was performed by selecting items deemed clinically important by the experts. Risk factors with a frequency of <5 were excluded from the analysis. Propensity score matching was performed between patients with NTM-PD without CPA and those with NTM-PD with CPA, using the results obtained from multiple logistic regression analysis. Nearest-neighbor matching at a ratio of 1:5 was performed using a caliper of 0.2. A standardized difference of <0.10 indicated sufficient balance between the groups. Survival analysis was performed for the NTM-PD with and without CPA groups using the log-rank test and Cox proportional hazards model before and after propensity score matching. All P -values were two-sided, and P -values ≤ 5 were considered statistically significant. All statistical analyses were performed using EZR (version 1.67; Saitama Medical Center, Jichi Medical University, Saitama, Japan), which is a graphical user interface for R (version 4.3.3; The R Foundation for Statistical Computing, Vienna, Austria). 16 It is a modified version of the R commander designed to add statistical functions frequently used in biostatistics. RESULTS Patient Characteristics During the study period, 1,317 patients were newly diagnosed with NTM-PD, and 1,304 appropriate cases were evaluated ( Figure 1 ). The median observation period was 59 months (interquartile range (IQR), 19–95 months). Patient characteristics are shown in Table 1 . Of these, 45 patients (3.5%) were diagnosed with CPA during the observation period: 12 patients were diagnosed with CPA before NTM-PD diagnosis, 13 were diagnosed with CPA concurrently with NTM-PD, and 20 were diagnosed with CPA after NTM-PD diagnosis. In the CPA subtype, there were 3 cases of simple aspergilloma and 42 cases of chronic progressive pulmonary aspergillosis, including CCPA, CFPA, and SAIA. Download figure Open in new tab FIGURE 1 Flowchart of study patients During the study period, 1,317 patients were newly diagnosed with NTM-PD, and 1,304 appropriate cases were evaluated. The median observation period was 59 months (IQR, 19–95 months). Of these, 45 patients (3.5%) were diagnosed with CPA, of which there were 3 cases of simple aspergilloma and 42 cases of CPPA, including CCPA, CFPA, and SAIA. CCPA, chronic cavitary pulmonary aspergillosis; CFPA, chronic fibrosing pulmonary aspergillosis; CPA, chronic pulmonary aspergillosis; CPPA, chronic progressive pulmonary aspergillosis; JSTNM, The Japanese Society for Tuberculosis and Nontuberculous Mycobacteriosis; NTM-PD, nontuberculous mycobacterial pulmonary disease; SAIA, subacute invasive pulmonary aspergillosis. View this table: View inline View popup TABLE 1 Characteristics of Patients With Nontuberculous Mycobacterial Pulmonary Disease at Diagnosis The median time from NTM-PD diagnosis to CPA diagnosis was 26 months (IQR, 12–58 months) ( Figure 2 ). Of the 45 patients with NTM-PD infected with CPA, 35 were treated for CPA during the observation period (9 before and 26 after diagnosis of NTM-PD), and 5 patients required a change in NTM-PD medication for CPA treatment. The initial antifungal agents were voriconazole in 13 patients (28.9%) and itraconazole as well as micafungin in 6 patients (13.3%) (Table S2). Download figure Open in new tab FIGURE 2 Duration from nontuberculous mycobacterial pulmonary disease diagnosis to chronic pulmonary aspergillosis diagnosis Median duration from NTM-PD diagnosis to CPA diagnosis was 26 months (IQR, 12–58 months), with a mean of 38.4 ± 32.6 months. IQR, interquartile range; CPA, chronic pulmonary aspergillosis; NTM-PD, nontuberculous mycobacterial pulmonary disease Isolated Mycobacterial and Aspergillus Species In this study, 1,328 strains were isolated and identified from 1,304 patients (Table S3). Mycobacterium intracellulare was the most common cause of NTM-PD (50.4%), followed by M. avium (40.5%), Mycobacterium abscessus (2.4%), Mycobacterium kansasii (2.4%), and Mycobacterium avium-intracellulare complex (1.7%). Of the 45 patients diagnosed with CPA, Aspergillus species were identified in 23 cases: Aspergillus fumigatus in 14 (60.1%), Aspergillus niger in 4 (17.4%), Aspergillus terreus in 3 (13.0%), and Aspergillus flavus and Aspergillus nidulans in one patient each (4.3%). Risk Factors for Aspergillus Coinfection To examine the risk factors for NTM-PD with CPA, we compared the patient background at the time of new diagnosis of NTM-PD in 1,259 patients with NTM-PD without CPA and 45 patients with NTM-PD with CPA, out of 1,304 patients with confirmed NTM-PD. Univariate analysis revealed that male sex, low body mass index, smoking history, old tuberculosis, bronchiectasis, interstitial lung disease, COPD, pulmonary emphysema, chronic bronchitis, pulmonary aspergillosis, any dose of oral corticosteroids and immunosuppressants, low albuminemia, elevation of erythrocyte sedimentation rate, cavity formation, and radiological cavitary NB pattern and fibrocavitary pattern were risk factors for CPA complications. Multiple logistic regression analysis was carried out using age, male sex, COPD, oral corticosteroid use, and cavity formation. This analysis showed that male sex, COPD, oral corticosteroid use, and cavity formation were risk factors for CPA ( Table 2 , Table S4). View this table: View inline View popup TABLE 2 Characteristics of Patients With NTM-PD With or Without CPA Survival Analysis for All-Cause Mortality Among patients with NTM-PD without CPA (n = 1,259) and with CPA (n = 45), all-cause mortality from diagnosis of NTM-PD to the date of last observation was 15.3% (n = 192) and 55.6% (n = 25), respectively (log-rank test P < .001; crude HR, 3.98; 95% CI, 2.62–6.05). Patients with CPA had significantly worse prognoses than those without CPA ( Table 3 ). Kaplan–Meier curves are shown in Figure 3A . To determine whether the presence of CPA was an independent poor prognostic factor or whether the patient’s predisposition to CPA was a poor prognostic factor, we performed propensity score matching for age, male sex, COPD, oral corticosteroid use, and cavity formation. The five values used for matching had a standardized mean difference of <0.10 (Table S5). The results showed that CPA was a significant poor prognostic factor ( Figure 3B ) (log-rank test P = .036; adjusted HR, 1.59; 95% CI, 0.84–3.02) ( Table 3 ). Download figure Open in new tab FIGURE 3 Kaplan–Meier analysis for patients with NTM-PD with or without CPA, before (A) and after (B) propensity score matching Patients with NTM-PD infected with CPA had significantly worse prognoses than those without CPA (A). Analysis after propensity score matching for age, male sex, COPD, oral corticosteroid use, and cavity formation showed that CPA was a significant poor prognostic factor (B). COPD, chronic obstructive pulmonary disease; CPA, chronic pulmonary aspergillosis; NTM-PD, nontuberculous mycobacterial pulmonary disease View this table: View inline View popup Download powerpoint TABLE 3 Comparison of All-Cause Mortality DISCUSSION The results of this multicenter study provide significant insights into CPA coinfection in patients with NTM-PD. Our key findings include the CPA coinfection rate, identification of specific risk factors, and demonstration of its impact on long-term prognosis. The observed CPA coinfection rate in our cohort was lower than that reported in previous observational studies (3.5% vs. 3.9–11.0%). 7 - 9 , 11 , 17 , 18 This discrepancy may be attributed to the heterogeneity of medical facilities and variability in CPA diagnostic practices. The aforementioned studies were conducted at single-center hospitals, potentially resulting in a substantial number of patients with NTM-PD with complex disease states, owing to selection bias. Our study included 1,304 patients from 18 medical facilities, including non-tertiary care centers, potentially encompassing representative patients with NTM-PD, including mild cases. Furthermore, the diagnosis of CPA is sometimes challenging because the detection rate of fungal microscopy and fungal culture of respiratory specimens is low, β-1,3-D-glucan is not specific for Aspergillus in serological tests, galactomannan antigen is not sensitive, and anti- Aspergillus IgG antibodies are specific but not sensitive, particularly for non-fumigatus species. 19 This implies that the diagnostic accuracy of CPA varies among facilities. However, the impact is likely to be small because all facilities participating in this study were able to test for bronchoscopy, β-1,3-D-glucan, galactomannan antigen, and antibodies. We have also previously reported on NTM-PD and CPA complications based on Japanese large-scale claims database. 20 The reported incidence of CPA for NTM-PD was 2.29%, which is lower than that reported in the present study. However, the previous report included patients treated for both NTM-PD and CPA, whereas the coinfection rate in the current report included all patients, regardless of treatment, and thus better reflects the real-world coinfection rate. In this study, M. intracellulare and M. avium were the isolated dominant species. Aspergillus fumigatus was the most common species causing CPA, followed by A. niger . This microbiological epidemiology is similar to that of previous reports 21 ; however, Aspergillus colonization was excluded from our study. The treatment of patients with NTM-PD coinfected with CPA is challenging, owing to drug-drug interactions. 10 , 21 , 22 In our study, in five patients with NTM-PD coinfected with CPA, treatment had to be changed during the observation period. Physicians should carefully consider the risk of CPA coinfection in patients with NTM-PD. Previous studies have reported the following risk factors for CPA coinfection in patients with NTM-PD: fungal balls and cavities with adjacent extrapleural fat, systemic steroids, cavity formation, emphysema, hypoalbuminemia, older age, male sex, COPD, and M. abscessus complex. 7 – 9 , 11 , 17 In our study, we demonstrated that male sex, COPD, oral corticosteroid use, and cavity formation are risk factors for CPA complications. These factors may help clinicians identify patients with NTM-PD at a high risk of developing CPA and thereby lead to early CPA diagnosis. Previous reports have not adequately evaluated patient background to determine whether CPA complication is an independent poor prognostic factor or whether mortality is high in populations at a high risk of CPA complications owing to case number limitations. We confirmed that CPA comorbidity was associated with a poor long-term prognosis in patients with NTM-PD, even after adjusting for confounding factors through propensity score matching. This result corroborates the findings from our previous analysis using the Japanese claims database, which examined cases requiring treatment for both NTM-PD and CPA coinfection. 20 This highlights the importance of vigilant monitoring of CPA in patients with NTM-PD, particularly in those with identified risk factors. The strengths of this study include its large sample size, multicenter design, and long-term follow-up. Our study provides valuable insights; however, several limitations should be acknowledged. First, this study was retrospective, and unlike prospective studies, selection bias, data quality and completeness, and confounding variables should be considered as potential limitations. Second, there is potential variability in the practice of CPA diagnosis. CPA diagnosis is sometimes challenging, and the design of a multicenter study using medical records can exhibit considerable variation. Third, generalizability outside Japan is limited because the etiology of NTM differs between Japan and other areas. 23 , 24 However, M. avium complex was the predominant organism in this study. In many other areas, M. avium complex is one of the primary NTM-PD causative species, albeit with some regional variation. Fourth, our study included 45 cases of CPA. However, no CPA subtype analysis was performed. Systematic reviews and meta-analyses of CPA have demonstrated that CPA subtype is associated with mortality and that patients with CCPA, CFPA, and SAIA show worse prognoses than those with simple aspergilloma. 25 Nevertheless, in our study, 42 patients were diagnosed with CCPA, CFPA, or SAIA. Consequently, the impact on outcome was considered minimal. In conclusion, the findings of this study suggest that male sex, COPD, oral corticosteroid use, and cavity formation are risk factors for CPA coinfection in patients with NTM-PD. Additionally, CPA is an independent poor prognostic factor. Clinicians must consider CPA when treating patients with NTM-PD, particularly those with risk factors. Extended observational studies of prospective trials are necessary to elucidate the risk factors and long-term prognosis of patients with NTM-PD and CPA coinfection. AUTHOR CONTRIBUTIONS Yasuhiro Tanaka: Investigation, formal analysis, discussion of results, and writing - original draft preparation. Shotaro Ide: Conceptualization, data curation, formal analysis, funding acquisition, investigation, methodology, project administration, visualization, writing - original draft preparation, and writing - review & editing. Takahiro Takazono: Conceptualization, methodology, project administration, and writing - review & editing. Kazuaki Takeda: Formal analysis, investigation, methodology, resources, and writing - review & editing. Naoki Iwanaga: Investigation and writing - review & editing. Masataka Yoshida: Investigation, and writing - review & editing. Naoki Hosogaya: Data curation, resources, and writing - review & editing. Yusei Tsukamoto: Investigation and writing - review & editing. Satoshi Irifune: Investigation and writing - review & editing. Takayuki Suyama: Investigation and writing - review & editing. Tomo Mihara: Investigation and writing - review & editing. Akira Kondo: Investigation and writing - review & editing. Tsutomu Kobayashi: Investigation and writing - review & editing. Yuichi Fukuda: Investigation and writing - review & editing. Eisuke Sasaki: Investigation and writing - review & editing. Toyomitsu Sawai: Investigation and writing - review & editing. Yasuhito Higashiyama: Investigation and writing - review & editing. Kohji Hashiguchi: Investigation and writing - review & editing. Minako Hanaka: Investigation and writing - review & editing. Toshihiko Ii: Investigation and writing - review & editing. Kiyoyasu Fukushima: Investigation and writing - review & editing. Kosaku Komiya: Funding acquisition, investigation, and writing - review & editing. Taiga Miyazaki: Investigation and writing - review & editing. Katzuhiro Yatera: Investigation and writing - review & editing. Koichi Izumikawa: Methodology and writing - review & editing. Akitsugu Furumoto: Methodology and writing - review & editing. Katsunori Yanagihara: Resources and writing - review & editing. Hiroshi Mukae: Conceptualization, supervision, and writing - review & editing. CONFLICT OF INTEREST STATEMENT The authors declare no conflicts of interest. DATA AVAILABILITY STATEMENT The datasets analyzed in this study are not publicly available. HUMAN AND ETHICS APPROVAL DECLARATION This study was conducted in accordance with the guidelines of the Declaration of Helsinki, and approved by the appropriate Institutional Review Board of Nagasaki University Hospital (approval number: 22121903). Verbal informed consent was obtained whenever possible, and as this was a retrospective observational study, an opt-out procedure was provided to patients. ACKNOWLEDGMENTS The authors are grateful to Y. Ito, S. Koga, H. Ashizawa, K. Fukushima, N. Matsuo, S. Yoshioka, D. Noritomi, Y. Fukushima, S. Kaneko, R. Morio, R. Mizuta, T. Inoue, T. Ikeda, A. Hara, D. Setoguchi, K. Mine, Y. Hirano, Y. Nagayoshi, R. Morishita, Y. Usui, K. Yoshiyama, S. Tomari, S. Doi, A. Umemura, Y. Umeyama, T. Miyamura, Ryosuke Ogata, Ryo Ogata, C. Iketani, K. Nemoto, M. Funada, Y. Isoshima, S. Shigemi, H. Kanda, M. Sumiyoshi, E. Kitamura, A. Kitamura, N. Matsumoto, A. Sano, A. Matsuo, E. Mitsutome, Y. Ideguchi, M. Yamasue, R. Takaki, and K. Tobino for their review of the medical records. We also thank R. Kawasaki and H. Yano of Clinical Research Center, Nagasaki University Hospital for building an electronic data-capture system; S. Morimoto of Clinical Research Center, Nagasaki University Hospital, for advice on formal analysis; and Editage ( www.editage.jp ) for English language editing. This work was partly conducted by Non-profit Organization Aimed to Support Community Medicine Research in Nagasaki (3612) and the joint research program of the Research Center for GLOBAL and LOCAL Infectious Diseases, Oita University (2023B15). The abstract of this manuscript was presented at the 99th Congress of the Japanese Society of Tuberculosis and Non-Tuberculous Mycobacteriosis on May 31, 2024, and the 64th annual meeting of the Japanese Respiratory Society on April 5, 2024. Abbreviations CCPA chronic cavitary pulmonary aspergillosis CFPA chronic fibrosing pulmonary aspergillosis CPPA chronic progressive pulmonary aspergillosis CPA chronic pulmonary aspergillosis JSTNM Japanese Society for Tuberculosis and Nontuberculous Mycobacteriosis NB nodular bronchiectasis NTM-PD nontuberculous mycobacterial pulmonary disease SAIA subacute invasive pulmonary aspergillosis REFERENCES ↵ Adjemian J , Olivier KN , Seitz AE , Holland SM , Prevots DR . Prevalence of nontuberculous mycobacterial lung disease in U . S. Medicare beneficiaries. Am. J. Respir. Crit. Care. Med . 2012 ; 185 : 881 – 86 . OpenUrl PubMed ↵ Namkoong H , Kurashima A , Morimoto K , Hoshino Y , Hasegawa N , Ato M , et al. epidemiology of pulmonary nontuberculous mycobacterial disease, Japan . Emerg. Infect. Dis . 2016 ; 22 : 1116 – 17 . OpenUrl CrossRef PubMed Dahl VN , Molhave M , Floe A , van Ingen J , Schon T , Lillebaek T , et al. Global trends of pulmonary infections with nontuberculous mycobacteria: a systematic review . Int. J. Infect. Dis . 2022 ; 125 : 120 – 31 . OpenUrl PubMed ↵ Harada K , Hagiya H , Funahashi T , Koyama T , Kano MR , Otsuka F . Trends in the nontuberculous mycobacterial disease mortality rate in Japan: a nationwide observational study, 1997-2016. Clin. Infect. Dis . 2021 ; 73 : e321–26 . OpenUrl ↵ Morimoto K , Hasegawa N , Izumi K , Namkoong H , Uchimura K , Yoshiyama T , et al. A laboratory-based analysis of nontuberculous mycobacterial lung disease in Japan from 2012 to 2013 . Ann. Am. Thorac. Soc . 2017 ; 14 : 49 – 56 . OpenUrl CrossRef PubMed ↵ Daley CL , Iaccarino JM , Lange C , Cambau E , Wallace Jr RJ , Andrejak C , et al. Treatment of nontuberculous mycobacterial pulmonary disease: an official ATS/ERS/ESCMID/IDSA clinical practice guideline . Clin. Infect. Dis . 2020 ; 71 : e1 – 36 . OpenUrl PubMed ↵ Takeda K , Imamura Y , Takazono T , Yoshida M , Ide S , Hirano K , et al. The risk factors for developing of chronic pulmonary aspergillosis in nontuberculous mycobacteria patients and clinical characteristics and outcomes in chronic pulmonary aspergillosis patients coinfected with nontuberculous mycobacteria . Med. Mycol . 2016 ; 54 : 120 – 7 . OpenUrl CrossRef PubMed Furuuchi K , Ito A , Hashimoto T , Kumagai S , Ishida T . Risk stratification for the development of chronic pulmonary aspergillosis in patients with Mycobacterium avium complex lung disease . J. Infect. Chemother . 2018 ; 24 : 654 – 9 . OpenUrl PubMed ↵ Fukushima K , Kida H . New/different look at the presence of Aspergillus in mycobacterial pulmonary diseases. Long-term retrospective cohort study . Microorganisms . 2021 ; 9 : 270 . ↵ Takeda K , Takazono T , Mukae H . Drug-drug interactions in the management of non-tuberculous mycobacterial infections . Front. Microbiol . 2024 ; 15 : 1468383 . ↵ Maruguchi N , Tanaka E , Okagaki N , Tanaka Y , Sakamoto H , Takeda A , et al. Clinical impact of chronic pulmonary aspergillosis in patients with nontuberculous mycobacterial pulmonary disease and role of computed tomography in the diagnosis . Intern. Med . 2023 ; 62 : 3291 – 8 . OpenUrl PubMed ↵ Tuberculosis. TNMCCotJSf, Society. TSAfIaTotJR . Guidelines for the diagnosis of pulmonary nontuberculous mycobacterial diseases--2008 . Kekkaku . 2011 ; 86 : 37 – 9 . OpenUrl PubMed ↵ Griffith DE , Aksamit T , Brown-Elliott BA , Catanzaro A , Daley C , Gordin F , et al. An official ATS/IDSA statement: diagnosis, treatment, and prevention of nontuberculous mycobacterial diseases . Am. J. Respir. Crit. Care Med . 2007 ; 175 : 367 – 416 . OpenUrl CrossRef PubMed Web of Science ↵ Kohno S , Tamura K , Niki Y , Izumikawa K , Oka S , Ogawa K , et al. Executive summary of Japanese domestic guidelines for management of deep-seated mycosis 2014 . Med. Mycol. J . 2016 ; 57 : E117 – 63 . OpenUrl CrossRef ↵ Denning DW , Cadranel J , Beigelman-Aubry C , Ader F , Chakrabarti A , Blot S , et al. Chronic pulmonary aspergillosis: rationale and clinical guidelines for diagnosis and management . Eur. Respir. J . 2016 ; 47 : 45 – 68 . OpenUrl Abstract / FREE Full Text ↵ Kanda Y . Investigation of the freely available easy-to-use software ‘EZR’ for medical statistics . Bone Marrow Transplant . 2013 ; 48 : 452 – 8 . OpenUrl CrossRef PubMed Web of Science ↵ Jhun BW , Jung WJ , Hwang NY , Park HY , Jeon K , Kang E-S , et al. Risk factors for the development of chronic pulmonary aspergillosis in patients with nontuberculous mycobacterial lung disease . PLoS One . 2017 ; 12 : e0188716 . OpenUrl CrossRef PubMed ↵ Ishikawa S , Yano S , Kadowaki T , Wakabayashi K , Kimura M , Kobayashi K , et al. [Clinical analysis of non-tuberculous mycobacteriosis cases complicated with pulmonary aspergillosis] . Kekkaku . 2011 ; 86 : 781 – 5 . OpenUrl PubMed ↵ Barac A , Vujovic A , Drazic A , Stevanovic G , Paglietti B , Lukic K , et al. Diagnosis of chronic pulmonary aspergillosis: clinical, radiological or laboratory? J. Fungi (Basel ). 2023 ; 9 : 1084 . OpenUrl PubMed ↵ Takazono T , Ide S , Adomi M , Ogata Y , Saito Y , Yoshida M , et al. Risk factors and prognostic effects of aspergillosis as a complication of nontuberculous mycobacterial pulmonary disease: a nested case–control study . Mycoses . 2025 ; 68 : e70022 . OpenUrl PubMed ↵ Fayos M , Silva JT , Lopez-Medrano F , Aguado JM . Non-tuberculous mycobacteria and aspergillus lung co-infection: systematic review . J. Clin. Med . 2022 ; 11 : 5619 . OpenUrl PubMed ↵ Phoompoung P , Chayakulkeeree M . Chronic pulmonary aspergillosis following nontuberculous mycobacterial infections: an emerging disease . J. Fungi (Basel) . 2020 ; 6 : 346 . OpenUrl PubMed ↵ Hoefsloot W , van Ingen J , Andrejak C , Angeby K , Bauriaud R , Bemer P , et al. The geographic diversity of nontuberculous mycobacteria isolated from pulmonary samples: an NTM-NET collaborative study . Eur. Respir. J . 2013 ; 42 : 1604 – 13 . OpenUrl Abstract / FREE Full Text ↵ Zweijpfenning SMH , Ingen JV , Hoefsloot W . Geographic distribution of nontuberculous mycobacteria isolated from clinical specimens: a systematic review . Semin. Respir. Crit. Care Med . 2018 ; 39 : 336 – 42 . OpenUrl PubMed ↵ Sengupta A , Ray A , Upadhyay AD , Izumikawa K , Tashiro M , Kimura Y , et al. Mortality in chronic pulmonary aspergillosis: a systematic review and individual patient data meta-analysis . Lancet Infect. Dis . 2024 : S1473 – 3099 (24)00567-X. doi: 10.1016/S1473-3099(24)00567-X . Epub ahead of print OpenUrl CrossRef View the discussion thread. Back to top Previous Next Posted February 04, 2025. Download PDF Supplementary Material Data/Code Email Thank you for your interest in spreading the word about medRxiv. 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