ArticleFrontiers in endocrinology2022
Nomogram based on a circular RNA biomarker for predicting the likelihood of successful sperm retrieval
Article in Frontiers in endocrinology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers, 1 of them a synthesis that pooled it.
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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.
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Who cites it
15 citing papers in PubMed, 1 synthesis or guideline pooled it, 12 citations in OpenAlex.
- Association between anti-Müllerian hormone concentrations and sperm retrieval outcomes in patients with idiopathic nonobstructive azoospermia: a systematic review and meta-analysis.Asian journal of andrology · 2024Pooled it
- Review
- Non-Coding RNA Biomarkers in Male Infertility: From Discovery to Clinical Actionability-A Narrative Review.Genes · 2026Review
- Seminal-Plasma Molecular Biomarkers as a Liquid Biopsy of Testicular Function: Toward AI-Ready Sperm-Retrieval Prediction in Non-Obstructive Azoospermia.International journal of molecular sciences · 2026Review
- Biological and clinical factors predicting sperm retrieval success in men with non-obstructive azoospermia.Reproduction & fertility · 2026Review
- Uncovering hidden spermatogenesis: INPP1 and GTSF1 as non-invasive predictors of sperm retrieval in non-obstructive azoospermia.Scientific reports · 2026Article
- A novel hsa_circ_0070963/miR-223-3p/International journal of reproductive biomedicine · 2026Article
- Gonadotropin therapy in idiopathic hypogonadal non-obstructive azoospermia (APHRODITE Groups 3-4): a multicenter randomized controlled trial.Frontiers in reproductive health · 2026Article
- Clinical predictors of successful outcomes for couples with nonobstructive azoospermic male partners undergoing micro-TESE.Asian journal of andrology · 2025Review
- Epigenetics of nonobstructive azoospermia.Asian journal of andrology · 2025Review
- Development of a predictive nomogram for testicular sperm extraction outcomes in patients with non-obstructive azoospermia using testicular volume, follicle-stimulating hormone levels, and testosterone levels as key parameters.Translational andrology and urology · 2025Article
- AI predictive models and advancements in microdissection testicular sperm extraction for non-obstructive azoospermia: a systematic scoping review.Human reproduction open · 2025Article
- Predictors of Successful Testicular Sperm Extraction: A New Era for Men with Non-Obstructive Azoospermia.Biomedicines · 2024Review
- Circular RNAs: novel noncoding players in male infertility.Hereditas · 2024Review
- Role of Follicle-stimulating Hormone, Inhibin B, and Anti-Müllerian Hormone in Predicting Sperm Retrieval from Men with Nonobstructive Azoospermia Undergoing Microdissection Testicular Sperm Extraction: A Systematic Review and Meta-analysis.European urology open science · 2024Review
Corrections and comments
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Authors and funding
4 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Many circular RNAs (circRNAs) are specifically expressed in the testes and seminal plasma of patients with non-obstructive azoospermia (NOA), highlighting them as potential predictors of microdissection testicular sperm extraction (micro-TESE) outcomes. Although research has indicated that circular RNA monoglyceride lipase (circ_MGLL) is highly expressed in the testicular tissues of patients with NOA, the association between circ_MGLL expression and sperm retrieval outcomes (SROs) in patients with idiopathic non-obstructive azoospermia (iNOA) receiving micro-TESE remains unclear. Methods: This single-center, retrospective cohort study enrolled 114 patients with iNOA who underwent micro-TESE at Northwest Women's and Children's Hospital from January 2017 to November 2021. A logistic regression model was used to examine associations between SRO and circ_MGLL expression in testicular tissues, the results of which were used in conjunction with previous findings to establish a nomogram. The predictive performance of the circ_MGLL-based nomogram was evaluated Results: The generalized additive model indicated that the probability of successful SRO for micro-TESE decreased as circ_MGLL expression increased in testicular tissues. Across the entire cohort, univariate logistic regression analysis revealed that circ_MGLL expression was inversely associated with SRO in patients with NOA. This trend did not change after stratification according to age, body mass index, testicular volume, follicle-stimulating hormone (FSH) level, luteinizing hormone (LH) level, testosterone (T) level, or pathological type (or after adjusting for these confounders) (odds ratio <1, Conclusion: circ_MGLL is significantly associated with the SRO of micro-TESE in patients with iNOA. The circ_MGLL-based nomogram developed in the current study can predict successful SRO with high accuracy.
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Registered trials
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