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Varicocele is underdiagnosed in men evaluated for infertility: Examination of multi-center large-scale electronic health record data.

Chase CartoDeep Asit GandhiSirpi NackeeranVinayak MadhusoodananRanjith Ramasamy
Published in: Andrologia (2022)
Varicocele is the most common reversible cause of male infertility, affecting up to 20% of healthy men and 40% of men with primary infertility. The objective of this study was to investigate the prevalence of varicocele in men evaluated for infertility, and to determine rates of subsequent varicocele repair. Since reproductive endocrinologists are the first specialists seen for male infertility care in North America, we hypothesized that varicocele would be underdiagnosed when compared to its reported prevalence among men with infertility. TriNetX, a large, multicenter electronic health record (EHR) database was queried to establish a cohort of all men (above 18 years of age) with a diagnosis of male infertility. This cohort was used to identify those with ensuing varicocele diagnosis. Men who received varicocelectomy or venous embolization after a diagnosis of varicocele were then identified. Out of 101,309 men with a diagnosis of male infertility in the network, only 9768 (9.6%) had a diagnosis of varicocele. Mean age of men with varicocele was 34. Varicocelectomy or venous embolization was performed in 1699 (20.2%) and 69 (0.76%) of men with varicocele, respectively. In this cross-sectional EHR study, varicocele was underdiagnosed in men evaluated for infertility when compared with prior epidemiological studies.
Keyphrases
  • electronic health record
  • middle aged
  • polycystic ovary syndrome
  • cross sectional
  • healthcare
  • clinical decision support
  • type diabetes
  • artificial intelligence
  • insulin resistance
  • deep learning
  • quality improvement