Results
Following an advanced search, 433 records were included; after removing duplications (n = 79), 354 records were screened for title and abstract. After removing irrelevant records, 15 records underwent a comprehensive full-text evaluation. Finally, 12 articles satisfied the inclusion criteria and were incorporated into the meta-analysis. ( Fig. 1 ). Fig. 1 Study selection.
Study selection.
Among included studies 7 of them (Heidarpour et al. [ 20 ], Hong et al. [ 21 ], Oppelt et al. [ 22 ], Azizvakili et al. [ 23 ], Vestergaard et al. [ 24 ], Okyay et al., [ 25 ], Rocha et al. [ 26 ]) were evaluated the HPV in women with and without EM (EM = 454 women, non-EM = 2165 women). One of the studies (Moslehi et al., [ 27 ]) assessed HPV in women with EM (n = 81) without non-EM group. The rest of studies (Zullo et al. [ 28 ], Hsu et al. [ 29 ], Hsu et al. [ 30 ], Wei et al. [ 31 ]) assessed the EM in women with positive HPV (n = 12582 women) compared to women with negative HPV (n = 22983 women).
All studies were observational studies that were published between 2010 and 2023. 7 studies in Asia, 3 studies in Europe and 1 in America were performed.
Table 2 shows the characteristics of included studies. Table 2 Characteristics of included studies. Table 2 Author, year, Ref Country Sample size Type Participants characteristics Diagnostic criteria Findings Quality assessments EM HPV EM HPV EM HPV EM HPV Heidarpour M et al., 2017 [ 14 ] Iran 50 NA ovarian 16, 18, 31, 33, 35, 39, 45, 52, 56, 58, and 59 Patients with endometriosis (High-risk HPV+):42.82 ± 7.41 High-risk HPV–: 43.88 ± 7.49 BMI: NA Medical files and Samples of ovarian endometriosis had been obtained by laparoscopic surgery HPV DNA detection was performed using general HPV primers. NA High-risk HPV infection was detected in 13 (26%) of the samples with endometriosis Moderate Hong YS et al., 2023 [ 21 ] USA 129 NA NA high-risk (16, 18, 26, 31, 33, 35,39, 45, 51, 52, 53, 56, 58, 59, 66, 68, 73, and 82) and low-risk (6, 11, 40, 42, 54, 55, 61, 62, 64, 67, 69, 70, 71, 72, 81, 82, 83, 84, 89, and IS39) types34 Women between 20 and 54 years of age BMI (kg/m2): NA Reproductive health questionnaire (Sel-report) A cervicovaginal sample was self-collected NA HPV 36.9% high-risk HPV 19.8% High Moslehi Z et al., 2023 [ 27 ] Iran 81 NA Deep endometriosis (DE) Ovarian endometrioma (OMA) HPV 6 and HPV 11, (the most common types of HPV in endometriosis Patients). Age (HPV infected): 35 : 65 ± 6 : 91 BMI (kg/m2): 25 : 2 ± 3 : 59 laparoscopic surgery The stage of disease was scored based on the rASRM classification Before the onset of laparoscopic surgery, a sample of the exocervix was collected from the cervical mucus to examine the presence of HPV. HPV Direct Flow CHIP: PCR assay, followed by reverse dot-blot automatic hybridization based on the DNA Flow Technology NA HPV 6: 35% HPV 11: 30% The prevalence of HPV was 24.69%, and low-risk genotypes were dominant Moderate Oppelt P et al., 2010 [ 22 ] Germany 56 NA A total of 66 endometriosis lesions were analyzed from 56 patients including peritoneal (n = 49), ovarian (n = 16), and endometrium (n = 1), and in several patients more than one lesion was analyzed HPV low-risk types (types 6, 11, 42, 43, and 44) or HPV high-risk types (types 16, 18, 31, 33, 35, 39, 45, 51, 52, 56, 58, 59, and 68) NA BMI (kg/m2): NA tissue samples American Fertility Society HPV DNA: PCR NA High-risk: 11.3% medium-risk HPV: 13.2% Moderate Hsu LC et al., 2020 [ 29 ] Taiwan NA 11,198 NA NA Women between 15 and 45 years of age. BMI (kg/m2): NA ICD-9-CM (ICD-9-CM code 079.4, 078.1, 795.05, 795.09, 795.15, 795.19, 796.75, or 796.79) between 2000 and 2012 as the study cohort and patients without a history of HPV as the control cohort. 4% The HPV cohort had a higher risk of infertility. The adjusted HR (aHR) was found to be 1.39 (95% CI = 1.19–1.63) after adjusting for demographic characteristics and relevant co-morbidities. High Hsu LC et al., 2022 [ 30 ] Taiwan NA 1136 NA ICD-9 codes 079.4, 795.05, 795.09, 795.15, 795.19 Women between 15 and 45 years of age. BMI (kg/m2): NA NA Patients with a minimum of one inpatient admission or three outpatient visits for HPV were selected 89 (7.83%) NA High Zullo F et al., 2023 [ 28 ] Italy NA 326 underwent their first IVF cycle and were included in the analysis on IVF results. NA HC2 test is a nucleic acid hybridization assay with signal amplification for qualitative detection of 14 HPV types in cervical cells (HPV16, -18, −31, −33, −35, −18, −39, −45, −51, −52, −56, −58, −59, and −68). HPV+: 36.4 ± 3.7 HPV-: 36.5 ± 3.6 BMI, HPV+: 21.8 ± 3.3 BMI, HPV-: 22.5 ± 3.8 NA For those who resulted positive for HPV in the cervical swab, HPV genotyping and cervical cytology (PAP test) were performed. Moreover, in case of cervical positivity, the presence of HPV-DNA was also tested in endometrial cells (collected during a mock embryo-transfer before starting IVF procedure) and in granulosa cells (collected from the follicular fluid at the time of oocyte retrieval). endometriosis was significantly more frequent in HPV-positive than in negative women (31.6% vs. 10.1%; p < 0.01) 8.9% of women candidate to IVF were HPV-positive, HPV16 being the most prevalent genotype. Moderate Azizvakili F [ 23 ] Iran 40 The tissues required for testing were obtained through laparoscopy or laparotomy. These samples included cases in which endometriosis lesions were confirmed by a pathologist. Herpes virus detection was performed using a dedicated diagnostic kit (DNA Technology, Moscow, Russia), HSV1, 2. PCR was performed according to the protocol included in the kit. Detection of papillomavirus using primers MY09, MY11 related to the L1 gene of the virus using PCR technique Age: 32.9 ± 5.74 BMI (kg/m2): 22.8 ± 2.75 NA PCR Herpesvirus infection in 5 samples (12.5%) of endometriotic tissue and 2 samples (5%) of the control group Papillomavirus infection, DNA of this virus in 1 sample (2.5%) of tissues from the patient group and 6 samples (15%) of healthy tissue Moderate Wei S et al., 2022 [ 31 ] China NA 224 highrisk HPV (hrHPV) (n = 130) and low-risk HPV (lrHPV) groups (n = 94), NA detected 27 genotypes: high-risk genotypes 16, 18, 26, 31, 33, 35, 39, 45, 51, 52, 53, 56, 58, 59, 66, 68, and 82 as well as low-risk genotypes 6, 11, 40, 42, 43, 44, 55, 61, 81, and 83. HPV-positive ( hrHPV )women (mean age): 31.7 ± 4.3 HPV-positive ( lrHPV )women (mean age): 33.7 ± 5.1 HPV-negative women (mean age): 31.9 ± 4.3 BMI ( hrHPV ): 22.8 ± 3.0 BMI ( hrHPV ): 22.6 ± 3.1 BMI- HPV Negative: 23.1 ± 3.5 NA Regular blood tests were conducted to exclude HIV, HBV, HCV, and TP. All patients underwent a fresh-cycle embryo transfer or a frozen-embryo cycle embryo transfer after the COH cycle. The average transferred embryo number was 1.3 per cycle. 4 (1.8) The prevalence of HPV infection was 9.2% (747/8117). Of the 747 cases infected with HPV, 529 showed hrHPV infection (70.82%; primarily genotypes 16, 52, 53, 58, and 59); 175 exhibited lrHPV infection (23.43%; primarily genotypes 6, 43, 44, 55, 61, and 81); and 43 cases were co-infected with hrHPV and lrHPV (5.76%). Moderate Vestergaard AL et al., 2010 [ 24 ] Denmark 27 NA ovaries or the peritoneum DNA was purified from biopsies and subjected to highly sensitive PCR tests detecting human papillomavirus (HPV) types, the herpes family viruses HSV-1 and -2, CMV, and EBV, and the polyomaviruses SV40, JCV, BKV, KIV, WUV, and MCV. The mean age (±SD) of the participants were 31.72 (±6.29) years for the Endometriosis group and 36.45 (±6.17) years for the Control group. BMI: NA American fertility score Cervical smears were tested for the presence of HPV. HPV DNA: PCR NA The prevalence of pathogenic DNA viruses in the human endometrium were generally low (0–10%). Moderate Rocha RM et al., 2019 [ 13 ] Brazil 29 NA NA HPV16 individually, HPV18 individually, and a pool of 12 other hrHPV types (11 definite high-risk, cancer-associated HPV types [HPV31, 33, 35, 39, 45, 51, 52, 56, 58, 59, 68] plus one possibly hrHPV type [HPV66]) Age range of 28 to 47 years and a mean age and SD of 37.25 ± 5.49 years. BMI: NA American fertility score The HPV-positive samples were typed by PCR-restriction fragment length polymorphism (PCR-RFLP) analysis, in which amplified DNA was cleaved with restriction enzymes to generate DNA fragments of different molecular sizes. The endometriosis group was associated with hrHPV positivity in the LGT and UGT sites (P = 0.0002 and P = 0.03, respectively). Sixty per cent of patients were positive for DNA-HPV in some of the genital tract sites sampled Infertile patients were associated with high-risk HPV (hrHPV) positivity in the UGT sites (P = 0.027). High Okyay E et al., 2023 [ 25 ] Turkey. 410 HPV-positive (n = 202) and HPV-negative (n = 208) NA 14 HPV genotypes (hrHPV) including HPV16, 18, 31, 33, 35, 39, 45, 51, 52, 56, 58, 59, 66, and 68 were investigated. While expressing the HPV results, the term “Other HPV” was used except for HPV 16 and 18, which was referred to as HPV 16/18. Age: 37.1 ± 6.3 BMI: NA Endometriosis symptoms HPV-DNA from vaginal swab samples The ovarian endometrioma rate was slightly higher in group HPV 16/18 positive population (16.9%) than in “Other HPV” types positive (11.4%), and HPV-negative groups (7.2%; p = 0.08). HPV”-positive group (12.8%) was statistically higher than in the HPV-negative group (4.8%; p = 0.007). The infertility rate was significantly higher in the HPV 16/18 positive group (high-risk HPV) 35.8% than in the HPV-negative (7.6%), and “Other HPV” positive group (8%; p < 0.001). Endometriosis-related pain symptoms were significantly higher in high-risk HPV (49%) than in the HPV-negative (37%), and “Other HPV” positive group (46.3%; p = 0.046). Moderate PCR: Polymerase Chain Reaction; DE: Deep endometriosis; OMA: Ovarian endometrioma; rASRM: revised American Society for Reproductive Medicine; ICD-9-CM: International Classification of Disease, Ninth Revision, Clinical Modification.
Characteristics of included studies.
PCR: Polymerase Chain Reaction; DE: Deep endometriosis; OMA: Ovarian endometrioma; rASRM: revised American Society for Reproductive Medicine; ICD-9-CM: International Classification of Disease, Ninth Revision, Clinical Modification.
The common high-risk HPV types reported in studies include 16, 18, 31, 33, 35, 39, 45, 51, 52, 56, 58, 59, 66, 68, 73, and 82. The common low-risk HPV types in studies include 6, 11, 30, 34, 40, 42, 43, 44, 54, 55, 61, 62, 70, 72, 74, 81, 83, 84, and 91. Table 3 shows the summary of HPV genotypes by risk category. Table 3 Summary of HPV genotypes by risk category. Table 3 First Author Sample Type Test/Kit HPV genotype The International Agency for Research on Cancer (IARC) Heidarpour Tissue-based polymerase chain reaction/Roche Diagnostics GmbH High risk 16, 18, 31, 33, 35, 39, 45,52, 56, 58, and59 Low risk Types Not reported Hong vaginal swab Roche Molecular Diagnostics, Indianapolis, IN High risk 16, 18, 26, 31, 33, 35,39, 45, 51, 52, 53, 56, 58, 59, 66, 68, 73, and 82 Low risk 6, 11, 40, 42, 54, 55, 61, 62, 64, 67, 69, 70, 71, 72, 81, 82, 83, 84, 89 Moslehi Cervical spatula And tissue biopsy polymerase chain reaction High risk 16, 18, 35, 40, 51, 52, 53, 68 Low risk 6, 11 Oppelt Tissue-based polymerase chain reaction/Digene, Hilden, Germany High risk 16, 18, 31, 33, 35, 39, 45, 51, 52, 56, 58, 59, and 68 Low risk 6,11,42,43, and44 Hsu [ 1 ] Not reported Not reported High risk Not reported Low risk Not reported Hsu [ 1 ] Not reported Not reported High risk Not reported Low risk Not reported Zullo PAP test, endometrial cells sampling polymerase chain reaction/Qiagen, Hilden, Germany High risk 16, 18, 31, 33, 35, 18, 39, 45, 51, 52, 56, 58, 59, and 68 Low risk Not reported Azizvakili Tissue-based polymerase chain reaction/Roche, GmbH High risk Not reported Low risk Not reported Wei Cervical discharges were swabbed BioRad 100 Amplification and Luminex® 200™ System (Thermo, Waltham, MA, USA) High risk 16, 18, 26, 31, 33, 35, 39, 45, 51, 52, 53, 56, 58, 59, 66, 68, and 82 Low risk 6, 11, 40, 42, 43, 44, 55, 61, 81, and 83 Vestergaard endometrial or lesion tissue samples polymerase chain reaction/Tissue Kit (Qiagen, Hilden, Germany) High risk 35,68, 70 Low risk 90 Rocha Vaginal and endocervical samples peritoneal fluid and biopsy tissue polymerase chain reaction/Axygen, CA, USA High risk 16, 18, 31, 33, 35, 39, 45, 51, 52, 53, 56, 58, 59, 66, 68, 73 and 82 Low risk 6, 11, 30, 34, 40, 42, 43, 44, 54, 55, 61, 62, 64, 67, 69, 70, 72, 74, 81, 83, 84 and 91 Okyay vaginal swab samples Roche Molecular Systems, Pleasanton, CA, USA High risk 16, 18, 31, 33, 35, 39, 45,51, 52, 56, 58, 59, 66, and 68 Low risk Not reported
Summary of HPV genotypes by risk category.
The included studies used various methods of diagnosis for EM such as laparoscopy, ICD codes, self-reports and using international guidelines. Moreover, HPV detection among included studies was based on various methods like PCR, cytology, and ICD codes.
Different diagnostic approaches for EM such as laparoscopic surgery and verified histologically, questionnaire, ultrasound findings, International Classification of Disease codes were applied. Also, HPV DNA genotypes and polymerase chain reaction (PCR) technique and International Classification of Disease codes were applied for the diagnosis of HPV.
Of all included studies, eight had moderate quality, and 4 were high-quality studies. Supplementary Tables 1–3 shows the details of quality assessment.
Prevalence findings are now presented in a separate subsection, focusing solely on pooled estimates.
The pooled prevalence estimates of HPV regardless of the type among women with EM was 29.73% [95% confidence interval (CI): 14.218 to 48.149; I 2 :93.93%, n = 8 studies). Fig. 2 . Publication biases were not significant ( Table 4 ). Fig. 2 Pooled prevalence estimates of human papilloma virus in women with endometriosis. Table 4 Publication bias of included studies. Table 4 Variable Egger's test Begg's test Prevalence of HPV among women with endometriosis P = 0.7752 P = 0.8046 women with HPV at risk of EM P = 0.3489 P = 0.1742 Are women with EM at risk of HPV? P = 0.9292 P = 0.8806
Pooled prevalence estimates of human papilloma virus in women with endometriosis.
Publication bias of included studies.
After removing outlier proportions (Rocha et al. and Okay et al.), the pooled prevalence estimates of HPV regardless of the type among women with EM was 18.030% [95% CI: 6.986 to 32.780; I 2 :91.13%, n = 6 studies).
Measures of association derived from the meta-analytic models are reported in a subsequent subsection. • Are women with HPV at risk of EM?
Are women with HPV at risk of EM?
Using a random-effects model, the estimated odds ratio of EM in women with positive HPV was 1.226 (95% CI: 0.87–1.724; p = 0.243; I 2 :71.06%, n = 4). Fig. 3 . Based on the Egger's test and Begg's test, there was no publication bias among the studies analyzed. ( Table 4 ). After removing study with outlier value (Zullo et al.), the pooled OR also remained non-significant (1.037: 95% CI: 0.921 to 1.168; p = 0.546, I 2 = 0%, n = 3). • Are women with EM at risk of HPV? Fig. 3 Forest plot of the odds ratio of endometriosis in women with positive human papilloma virus compared to the women with negative human papilloma virus.
Are women with EM at risk of HPV?
Forest plot of the odds ratio of endometriosis in women with positive human papilloma virus compared to the women with negative human papilloma virus.
The estimated pooled odds ratio of HPV regardless of the type among women with EM was 1.218 (95% CI: 0.569 to 2.608; I 2 = 73.73%; p = 0.507, n = 7). Fig. 4 . In assessing publication bias, there was no significant publication bias. ( Table 4 ). Fig. 4 Forest plot of the odds ratio of positive human papilloma virus in women with endometriosis.
Forest plot of the odds ratio of positive human papilloma virus in women with endometriosis.
Due to the limited number of studies (n < 10) included in our meta-analysis, the power of Egger's and Begg's tests to detect publication bias is insufficient. So, these results must be interpreted with caution.
Table 5 shows the sub-group analyses. In the subgroup examining HPV detection within endometriotic tissue samples from women diagnosed with endometriosis, the pooled prevalence of HPV was 35.7% (95% CI: 13.6%–61.6%). For cervical or vaginal samples collected from women with endometriosis, the pooled prevalence of HPV detection was higher at 52.6% (95% CI: 30.9%–73.8%). Both prevalence estimates were characterized by substantial statistical heterogeneity, as indicated by the wide confidence intervals. Table 5 Pooled analysis in subgroups. Table 5 Subgroup N Effect size (CI95%) I 2 HPV detected in women with EM diagnosed by pathological confirmation (laparoscopy/laparotomy) 7 27.718% (10.569 to 49.239) 94.05% HPV detected in cervical/vaginal samples of women with EM regardless of diagnosis method 4 52.608% (30.941 to 73.772) 92.04% HPV detected in tissue samples of women with EM regardless of diagnosis method 4 35.704% (13.641 to 61.606) 93.36% EM diagnosed via ICD codes in HPV-positive cohorts 2 OR: 1.037 (0.921 to 1.168) 0.0% EM among n vitro fertilization/intracytoplasmic sperminjection-embryo transfer (IVF/ICSI-ET) candidates screened for HPV 2 OR:2.736 (0.733 to 10.210) 50.82%
Pooled analysis in subgroups.
In the registry-based cohort analysis focusing on ICD-coded endometriosis diagnoses, individuals identified as HPV-positive showed an odds ratio of 1.037 (95% CI: 0.921–1.168) for the EM diagnosis.
Within the subgroup of in vitro fertilization/intracytoplasmic sperminjection-embryo transfer (IVF/ICSI-ET) candidates, women testing positive for HPV exhibited an odds ratio of 2.736 (95% CI: 0.733–10.210) for EM diagnosis when compared to HPV-negative women. However, the observed association did not reach statistical significance.
Discussion
The current meta-analysis and systematic review aimed to investigate the potential connection between HPV infection and endometriosis. The pooled prevalence estimates of HPV, regardless of its type, among women with EM were almost 29% (95% CI: 14.21 to 48.14). Given the wide confidence interval, this estimate should be interpreted with caution, as it indicates significant variability in the reported findings across the studies.
The inflammatory milieu plays a crucial role in the development and progression of EM [ 32 ]. There is also a close link between the vaginal microenvironment and HPV infection [ 33 ]. A recent review proposed that infection is a potential cofactor that contributed to the genetic-epigenetic pathophysiology of EM [ 34 ]. HPV can also cause microbial dysbiosis and induce apoptosis in trophoblastic cells, which can disturb the fertility of women [ 35 ]. Although some evidence shows EM and infection are likely to coexist, it is unclear whether EM may predispose to HPV and vice versa.
Although our findings showed a higher prevalence of HPV among women with EM, the increased chance of positive HPV among women with EM and vice versa was not observed. A previous study demonstrated that 11% of endometriosis lesions have high and medium-risk HPV infections [ 34 ]. This variability may have been caused by several factors, including changes in the study design, sample size, demographic characteristics, regional variations, and laboratory techniques used for diagnosing endometriosis and detecting HPV. Furthermore, because some high-risk HPV subtypes may exhibit distinct behaviors in relation to the pathophysiology of endometriosis, variations in the HPV genotypes examined across studies may have affected the association reported.
The important point is that the included studies applied heterogeneous techniques for the diagnosis of EM and the detection of HPV. Diagnostic approaches for EM ranged from surgical and histopathological confirmation to clinical criteria or even self-report data, while HPV detection methods included PCR-based assays, ICD, and other molecular approaches. This methodological diversity with differing sensitivities and specificities may have led to potential misclassification, particularly in studies relying on non-surgical EM diagnosis or less sensitive HPV assays. Although this heterogeneity could influence the magnitude of the observed associations, it is unlikely to fully account for the overall pattern of results. Nonetheless, future studies using standardized diagnostic criteria and high-sensitivity HPV detection methods are warranted to provide more robust evidence for future guidelines.
Since, a notable degree of heterogeneity was observed across the included studies, we did sup-group analyses. A selected population often facing fertility challenges and undergoing systematic screening with positive HPV have not significantly higher rate of endometriosis. The HPV detection was present in a notable proportion of women with surgically/pathologically confirmed endometriosis. The observed prevalence rates should be viewed as estimates within a heterogeneous landscape rather than absolute values. Future research would significantly benefit from the adoption of standardized outcome measures and more homogeneous study designs to better isolate the true effect size.
Although the NOS scores presented that studies' scores ranged between moderate and high quality, certain limitations were common, including potential selection bias, limited control for confounding factors, and variability in exposure and outcome assessment. Studies may have overestimated or underestimated the true association due to residual confounding or misclassification. Therefore, our pooled estimates should be interpreted with caution, particularly where methodological limitations were present.
There are similarities in pathogenetic mechanisms underlying the bidirectional association between EM and HPV. Anomalies in the inflammatory response in EM cases can impact apoptosis, angiogenesis, extracellular matrix remodeling, and hormonal production [ 36 ]. Inflammation, which is caused by immune dysregulation, endocrine system dysfunction, reactive oxygen species (ROS), alterations in epigenetic regulation, carcinogenic pathways, and external environmental factors, including lifestyle, and Dioxins and Polychlorinated Biphenyls (PCBs), are known as mechanisms contributing to the pathogenesis of EM [ [37] , [38] , [39] , [40] , [41] , [42] , [43] ]. Pathogenesis of HPV Infection also includes chronic inflammation, oxidative stress, cellular processes, and lifestyle [ [44] , [45] , [46] ]. Our review revealed a high prevalence of HPV among women with EM within the studied population. When interpreted through the lens of the aforementioned pathophysiological cascade, this high prevalence carries clinical significance. The high prevalence of HPV facilitates a state of chronic microbial dysbiosis, which drives the subsequent immune dysregulation and ROS production observed in these clinical settings.
To better clarify any possible causative link, well-designed, large-scale prospective studies using established diagnostic criteria for both HPV identification and EM categorization are required. Important complicating factors such as sexual behavior, co-infections, parity, hormonal state, and genetic susceptibility should also be taken into consideration in future research. Enhancing knowledge of these connections might have significant clinical ramifications, such as possible prophylactic measures or focused treatment plans for women who are more susceptible to endometriosis.
One of the main limitations of this study was that most of the available evidence was not population-based. In addition, there was considerable heterogeneity across the studies: the viral genotypes investigated were not always the same, and the site of EM lesions varied. Furthermore, the diagnostic approaches used to identify each of the two diseases differed. The significant heterogeneity observed may limit the generalizability of our findings. Future research with a larger number of studies across diverse subgroups would be beneficial to increase the precision of effect estimates. Another limitation of this review is the restriction to English-language publications. This may introduce language bias, as relevant studies have been published in journals featuring other languages. Moreover, limiting the search to PubMed, Scopus, and Web of Science may have introduced a risk of selection bias and may have missed relevant studies indexed in other databases. Future studies suggested to update this review and expand search in other databases like Embase, Cochrane CENTRAL, and CINAHL. The limited search of grey literature and trial registries may have resulted in the exclusion of unpublished or ongoing studies, potentially increasing the risk of publication bias. Readers should have caution, as this summary effect may mask significant underlying differences in risk profiles across distinct clinical settings. Future research with larger, standardized datasets will be essential to delineate these specific associations.
Despite these limitations, this study has some strengths. The inclusion of diverse viral genotypes and lesion sites, although heterogeneous, increases the generalizability of the findings to different populations and clinical contexts. Moreover, the use of various diagnostic methods across studies may strengthen the robustness of the overall conclusions, as it reflects real-world variability in clinical practice rather than a single standardized approach.