Reassessing pre-existing comorbidity patterns in testicular cancer: controversies and future directions
Yinwei Chen, Yi Liu, Chang Liu

Abstract
Genes, proteins, chemicals, diseases, species, mutations and cell lines named across the full text — each resolved to its canonical identifier and authoritative record.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsTesticular diseases and treatments · Ovarian cancer diagnosis and treatment · Sperm and Testicular Function
Dear Editor,
We read with great interest the recent article published in Human Reproduction Open by Ornstrup et al. (2025), which investigated pre-existing morbidity patterns in testicular cancer (TC) patients using the nationwide prospective clinical Danish Testicular Cancer (DATECA) database. They found that the increased hospital contacts and medicinal use in TC patients prior to diagnosis provided valuable insights into the potential etiological links. However, three critical concerns should be further clarified to strengthen the validity of the conclusions.
First, the control group lacks objective verification of testicular health, raising the risk of undiagnosed TC contamination. The authors enrolled controls solely based on the absence of TC registration in the DATECA database, which enabled the above-stated hypothesis to be possible. The fact that 49 participants were excluded from the control group for the registration of TC in other databases (National Patient Registry and National Center Registry) also supports our theory. The reliance on administrative data overlooked the inherent limitations of registry-based studies: early-stage TC or asymptomatic metastases might remain undiagnosed due to low medical-seeking behaviors, socioeconomic barriers, or lack of routine testicular examination. Supplementing clinical data, such as scrotal ultrasound findings and serum tumor markers (β-hCG, lactate dehydrogenase (LDH), alpha-fetoprotein (AFP)), which exclude TC diagnosis in the control group, would enhance the internal validity of the cohort comparison.
Second, unadjusted confounding factors may participate in the association between TC and multi-system morbidity. Ornstrup et al. (2025) reported that patients presented with significantly increased morbidity across multiple health domains before the diagnosis of TC, whereas this phenomenon might be derived from shared risk factors rather than direct biological links between TC and other disorders. Well-established TC risk factors, including long-term smoking (Dusek et al., 2008), perfluoroalkyl and polyfluoroalkyl substances (PFAS) exposure (Calvert et al., 2021), and occupational contact with organic solvents (Guth et al., 2025), are also critical contributors of the comorbidities (e.g. respiratory (GBD 2019 Tobacco Collaborators, 2021), neurological (Gerhardsson et al., 2021), and urogenital systems (O’Sullivan Bakshi et al., 2025)) that they observed in the TC group. This study failed to collect relevant data to adjust for confounding exposures, which limited its conclusion attributing the links between TC and multi-system morbidity to potential pathophysiological mechanisms. Variables like lifestyle factors, environmental exposures, and occupational history should be included in future analyses.
Third, the exception for hospital contacts and medicine use, which is limited to 90 days prior to TC diagnosis, is inadequate. To minimize capturing healthcare use directly related to the imminent TC, Ornstrup et al. (2025) excluded hospital contacts and drug prescriptions within 90 days before the diagnosis. According to Chalya et al. (2014), the median time from symptom onset to TC diagnosis is 8 months (range: 2–16 months) During this pre-diagnostic period, patients may seek medical assistance for TC-related symptoms (e.g. scrotal discomfort, breast development, fatigue, etc.), which would be incorrectly classified as pre-existing comorbidity. This issue is further emphasized by the relatively high metastasis rate (20.7%, 404/1952) at diagnosis in the TC cohort. TC commonly metastasizes to the lungs, distant lymph nodes, bones, liver, and brain (Shah et al., 2023). Symptoms from these metastatic lesions (such as a cough from lung metastases) can manifest for months before the primary cancer is diagnosed. Thus, extending the exception period, which aligns with TC’s diagnostic timeline and reduces the risk of conflating metastatic disease with pre-existing comorbidity, might be more reasonable.
We appreciate Ornstrup et al.’s (2025) valuable contribution to understanding pre-existing morbidity patterns in TC patients. Addressing these concerns would not only strengthen the study’s conclusions but also help clinicians to distinguish TC-related manifestations and other comorbidities, guiding future research into shared etiological factors.
The reference list from the paper itself. Each links out to its DOI / PubMed record.
- 1Calvert L, Green MP, De Iuliis GN, Dun MD, Turner BD, Clarke BO, Eamens AL, Roman SD, Nixon B. Assessment of the emerging threat posed by perfluoroalkyl and polyfluoroalkyl substances to male reproduction in humans. Front Endocrinol (Lausanne) 2021;12:799043.35356147 10.3389/fendo.2021.799043 PMC 8959433 · doi ↗ · pubmed ↗
- 2Chalya PL, Simbila S, Rambau PF. Ten-year experience with testicular cancer at a tertiary care hospital in a resource-limited setting: a single centre experience in Tanzania. World J Surg Oncol 2014;12:356.25418694 10.1186/1477-7819-12-356PMC 4258266 · doi ↗ · pubmed ↗
- 3Dusek L, Abrahamova J, Lakomy R, Vyzula R, Koptikova J, Pavlik T, Muzik J, Klimes D. Multivariate analysis of risk factors for testicular cancer: a hospital-based case-control study in the Czech Republic. Neoplasma 2008;55:356–368.18505349 · pubmed ↗
- 4GBD 2019 Tobacco Collaborators. Spatial, temporal, and demographic patterns in prevalence of smoking tobacco use and attributable disease burden in 204 countries and territories, 1990-2019: a systematic analysis from the Global Burden of Disease Study 2019. Lancet 2021;397:2337–2360.34051883 10.1016/S 0140-6736(21)01169-7PMC 8223261 · doi ↗ · pubmed ↗
- 5Gerhardsson L, Hou L, Pettersson K. Work-related exposure to organic solvents and the risk for multiple sclerosis-a systematic review. Int Arch Occup Environ Health 2021;94:221–229.32880046 10.1007/s 00420-020-01564-z PMC 7872988 · doi ↗ · pubmed ↗
- 6Guth M, Lefevre M, Coste A, Praud D, Perol O, Pilorget C, Dananche B, Danjou A, Perrin J, Drouineaud V et al; TESTIS Study Group. Lifetime occupational and para-occupational exposure to organic solvents and testicular germ cell tumor risk: a French case-control study-TESTIS. Int J Epidemiol 2025;54:dyaf 175.41206641 10.1093/ije/dyaf 175 · doi ↗ · pubmed ↗
- 7O’Sullivan Bakshi S, Dakin Z, Monaghan M, van Gerwen M. Per- and polyfluoroalkyl substances (PFAS) in the United States: current knowledge and regulatory context. Sci Total Environ 2025;1003:180711.41109194 10.1016/j.scitotenv.2025.180711 · doi ↗ · pubmed ↗
- 8Ornstrup MJ, Berglund A, Agerbæk M, Gravholt CH. Pre-existing morbidity pattern in a Danish testicular cancer cohort: insights beyond the testicular dysgenesis syndrome hypothesis. Hum Reprod Open 2025;2025:hoaf 021.40364866 10.1093/hropen/hoaf 021PMC 12073984 · doi ↗ · pubmed ↗
