Evidence map›Paper›PMID 40884056›Full record

ArticleAndrology2026

Development of a nomogram for sperm retrieval at microTESE for idiopathic non-obstructive azoospermia in a multi-center cohort study.

Giorgio Ivan Russo, Edoardo Pozzi, Fausto Negri, Marco Falcone, Emanuele Zupo, Mirko Preto, Maria Giovanna Asmundo, Sandrine Chamayou, Murat Dursun, Ateş Kadıoğlu and 1 more

Abstract readMulticenter Study
In one paragraph

Article in Andrology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

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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

11 authors.

Giorgio Ivan RussoDepartment of Urology, University of Catania, Catania, Italy.ORCID 0000-0003-4687-7353
Edoardo PozziDepartment of Urology, Vita-Salute San Raffaele University, Milan, Italy.ORCID 0000-0002-0228-7039
Fausto NegriDepartment of Urology, Vita-Salute San Raffaele University, Milan, Italy.ORCID 0000-0002-3677-6412
Marco FalconeDepartment of Urology, A.O.U. Città della Salute e della Scienza, University of Turin, Turin, Italy.ORCID 0009-0008-4316-3201
Emanuele ZupoDepartment of Urology, A.O.U. Città della Salute e della Scienza, University of Turin, Turin, Italy.
Mirko PretoDepartment of Urology, A.O.U. Città della Salute e della Scienza, University of Turin, Turin, Italy.ORCID 0000-0002-8144-6498
Maria Giovanna AsmundoDepartment of Urology, University of Catania, Catania, Italy.ORCID 0000-0001-8248-6857
Sandrine ChamayouCentro HERA - UMR, Turin, Italy.ORCID 0000-0002-4185-1923
Murat DursunSection of Andrology, Department of Urology, Faculty of Medicine, Istanbul University, Istanbul, Turkey.
Ateş KadıoğluSection of Andrology, Department of Urology, Faculty of Medicine, Istanbul University, Istanbul, Turkey.ORCID 0000-0002-5767-4837
Andrea SaloniaDepartment of Urology, Vita-Salute San Raffaele University, Milan, Italy.ORCID 0000-0002-0595-7165

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNon-obstructive azoospermia (NOA) affects approximately 10% of infertile men and represents a major challenge in assisted reproductive technology (ART). A model that includes histological variants could be helpful in predicting sperm retrieval rate (SRR) after microdissection testicular sperm extraction (mTESE) in patients affected by NOA and without genetic abnormalities

objectivesTo develop and validate a predictive nomogram integrating clinical and histopathological variables to estimate SRR in NOA patients undergoing microTESE. MATERIAL AND

methodsA multi-center retrospective/prospective cohort study was conducted between 2022 and 2024, enrolling 333 men diagnosed with NOA across six academic centers. Preoperative data, including age, body mass index (BMI), hormonal profile (follicle-stimulating hormone [FSH], luteinizing hormone [LH], testosterone), genetic analysis, and ultrasound-measured testicular volume, were collected. MicroTESE was performed under microscopic guidance with histopathological evaluation. Predictive factors for successful sperm retrieval were analyzed through logistic regression, and a predictive nomogram was constructed and internally validated using bootstrapping techniques. Multi-variate logistic regression was performed to identify independent variables associated with SRR in patients with available final pathology. Therefore, a predictive nomogram was developed and validated using 1000 bootstrap samples.

resultsThe overall SRR was 52.55%. Multi-variate analysis identified FSH levels (odds ratio [OR]: 0.97; p = 0.049), maturation arrest (OR: 0.04; p < 0.01), and Sertoli cell-only syndrome (SCOS; OR: 0.03; p < 0.01) as independent predictors of SRR. The predictive nomogram demonstrated good accuracy, with a C-index of 0.75, sensitivity of 73%, specificity of 82%, and overall accuracy of 77% at a cutoff of 0.33. DISCUSSION: Using preoperative and histology data, we developed a nomogram to predict SR outcomes in patients with NOA undergoing mTESE. Our findings demonstrate that integrating hormonal and histopathological data enhances predictive accuracy of the model, thus providing a valuable tool for preoperative counseling and clinical decision-making in couples presenting with infertility.

conclusionThis validated nomogram effectively predicts sperm retrieval outcomes in NOA patients undergoing microTESE, facilitating improved patient counseling, informed clinical decisions, and optimized patient selection. Prospective external validation and further model refinement are recommended to enhance generalizability and clinical applicability.

Indexed as

AzoospermiaNomogramsSperm RetrievalTestisAdultHumansMaleMicrodissectionProspective StudiesRetrospective StudiesinfertilitymalemicroTESEsperm analysisspermatozoa

Identifiers

PMID40884056
PMCPMC13266452

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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.