Evidence map›Paper›PMID 42796053›Full record

ReviewJournal of clinical medicine2026

Application of Whole-Exome Sequencing in Identifying the Molecular Basis of Idiopathic Male Infertility.

Filip Koszałka, Aleksandra Gałan, Oliwier Bułdak, Małgorzata Świąder, Jagoda Góra, Iga Kuliniec, Izabela Zakrocka, Przemysław Mitura, Wojciech Załuska

Abstract readReview
In one paragraph

Review in Journal of clinical medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Filip KoszałkaStudents' Scientific Club, Department of Urology and Urological Oncology, Medical University of Lublin, Jaczewskiego 8, 20-090 Lublin, Poland.ORCID 0009-0007-3487-6464
Aleksandra GałanStudents' Scientific Club, Department of Urology and Urological Oncology, Medical University of Lublin, Jaczewskiego 8, 20-090 Lublin, Poland.ORCID 0009-0004-9580-0912
Oliwier BułdakStudents' Scientific Club of Nephrology and Transplantology, Medical University of Lublin, Jaczewskiego 8, 20-090 Lublin, Poland.ORCID 0009-0003-1491-3839
Małgorzata ŚwiąderStudents' Scientific Club of Nephrology and Transplantology, Medical University of Lublin, Jaczewskiego 8, 20-090 Lublin, Poland.ORCID 0009-0007-4715-6183
Jagoda GóraStudents' Scientific Club, Department of Urology and Urological Oncology, Medical University of Lublin, Jaczewskiego 8, 20-090 Lublin, Poland.
Iga KuliniecDepartment of Urology and Urological Oncology, Medical University of Lublin, Jaczewskiego 8, 20-090 Lublin, Poland.
Izabela ZakrockaDepartment of Nephrology, Medical University of Lublin, Jaczewskiego 8, 20-090 Lublin, Poland.ORCID 0000-0001-5251-7763
Przemysław MituraDepartment of Urology and Urological Oncology, Medical University of Lublin, Jaczewskiego 8, 20-090 Lublin, Poland.
Wojciech ZałuskaDepartment of Nephrology, Medical University of Lublin, Jaczewskiego 8, 20-090 Lublin, Poland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Male infertility represents a major clinical challenge. Despite standard genetic testing (karyotyping, Y-chromosome azoospermia factor (AZF) microdeletion testing, and CFTR variant analysis), the molecular cause remains unidentified in a substantial proportion of patients. These patients are consequently diagnosed with idiopathic male infertility. This review provides a comprehensive overview of the current evidence regarding the application of whole-exome sequencing (WES) in the molecular diagnosis and clinical management of idiopathic male infertility. WES can identify pathogenic variants associated with quantitative spermatogenic defects, qualitative abnormalities of sperm motility and morphology, and pre-testicular causes related to hypogonadotropic hypogonadism. When defining the cohort strictly as patients with true idiopathic non-obstructive azoospermia (NOA) who remain undiagnosed after standard testing, the pooled diagnostic yield of WES is approximately 10-15%. Estimates vary due to differences in cohort selection, variant interpretation, and the range of genes analysed. Establishing a precise molecular diagnosis improves genetic counselling, helps predict the likelihood of successful sperm retrieval via testicular sperm extraction (TESE) or microdissection TESE (micro-TESE), and informs treatment planning for assisted reproductive technologies. However, routine clinical implementation remains limited by the high frequency of variants of uncertain significance, the absence of standardised diagnostic pipelines, unequal access to testing, and ethical concerns. Emerging "all-in-one" diagnostic strategies, multi-omics integration, and whole-genome or long-read sequencing hold promise for improving genomic diagnostics. However, broader adoption will ultimately require ongoing standardisation and functional validation of identified variants.

Indexed as

genetic diagnosticsidiopathic male infertilitymale infertilitynon-obstructive azoospermiapathogenic variantsspermatogenic failurevariants of uncertain significancewhole-exome sequencing

Identifiers

PMID42796053
PMCPMC13607461

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.