Machine Learning-Enhanced SERS for Accurate Azoospermia Diagnosis via Seminal Plasma Exosome Analysis DOI Creative Commons
Zufang Huang, Shiyan Jiang, Jiaxin Shi

et al.

Journal of Innovative Optical Health Sciences, Journal Year: 2024, Volume and Issue: unknown

Published: Oct. 30, 2024

Male infertility affects 10–15% of couples globally, with azoospermia — complete absence sperm accounting for 15% cases. Traditional diagnostic methods are subjective and variable. This study presents a novel, noninvasive, accurate method using surface-enhanced Raman spectroscopy (SERS) combined machine learning to analyze seminal plasma exosomes. Semen samples from healthy controls ([Formula: see text]) azoospermic patients were collected, their exosomal SERS spectra obtained. Machine algorithms employed distinguish between the profiles samples, achieving an impressive sensitivity 99.61% specificity 99.58%, thereby highlighting significant spectral differences. integrated approach offers sensitive, label-free, objective tool early detection monitoring azoospermia, potentially enhancing clinical outcomes patient management.

Language: Английский

Proteomic biomarkers in seminal plasma as predictors of reproductive potential in azoospermic men DOI Creative Commons
Daniela Fietz,

Raouda Sgaier,

Liza O’Donnell

et al.

Frontiers in Endocrinology, Journal Year: 2024, Volume and Issue: 15

Published: April 9, 2024

Introduction Azoospermia, characterized by an absence of sperm in the ejaculate, represents most severe form male infertility. While surgical retrieval obstructive azoospermia (OA) is successful majority cases, patients with non-obstructive (NOA) show rates only about 50% and thus frequently have unnecessary surgery. Surgical intervention could be avoided if without preserved spermatogenesis are identified preoperatively. This prospective study aimed to discover biomarkers seminal plasma that employed for a non-invasive differential diagnosis OA/NOA order rationalize surgery recommendations improve success rates. Methods All signed written informed consent, underwent comprehensive andrological evaluation, received human genetics exclude relevant pathologies, retrieval. Using label-free LC-MS/MS, we compared proteomes samples from fertile men (healthy controls (HC), n=8) infertile diagnosed 1) OA (n=7), 2) NOA (mixed testicular atrophy (MTA), n=8), 3) (Sertoli cell-only phenotype (SCO), n=7). Relative abundance changes two candidate markers retrieval, HSPA2 LDHC, were confirmed Western Blot. Results We found protein expression levels 42 proteins significantly down-regulated (p ≤ 0.05) SCO relative HC whereas one was MTA patients. Analysis tissue cell suggested testis-specific PGK2, DPEP3, germ-cell enriched heat-shock HSPA4L promising spermatogenic function. blotting revealed lower LDHC (SCO MTA) controls. Discussion The results indicate certain when measured plasma, serve as indicators presence testis predict Used conjunction conventional clinical assessments, these proteomic may assist idiopathic

Language: Английский

Citations

6

Non-invasive biomarkers for sperm retrieval in non-obstructive patients: a comprehensive review DOI Creative Commons
Laura Fontana, Silvia Maria Sirchia, Chiara Pesenti

et al.

Frontiers in Endocrinology, Journal Year: 2024, Volume and Issue: 15

Published: April 16, 2024

Recent advancements in reproductive medicine have guided novel strategies for addressing male infertility, particularly cases of non-obstructive azoospermia (NOA). Two prominent invasive interventions, namely testicular sperm extraction (TESE) and microdissection TESE (micro-TESE), emerged as key techniques to retrieve gametes assisted reproduction technologies (ART). Both heterogeneity complexity NOA pose a multifaceted challenge clinicians, the invasiveness these procedures their unpredictable success underscore need more precise guidance. Seminal plasma can be aptly regarded liquid biopsy tract, encompassing secretions from testes, epididymides, seminal vesicles, bulbourethral glands, prostate. This fluid harbors variety cell-free nucleic acids, microvesicles, proteins, metabolites intricately linked gonadal activity. However, despite numerous investigations exploring potential biomarkers fluid, widespread inclusion into clinical practice remains limited. could partially due complex interplay diverse genetic factors inherent that likely contributes absence definitive residual spermatogenesis. It is conceivable integration data with increase predicting surgical procedure outcomes choice cases. comprehensive review addresses retrieval through non-invasive biomarkers. Moreover, we delve promising perspectives, elucidating innovative approaches grounded multi-omics methodologies, including genomics, transcriptomics proteomics. These cutting-edge techniques, combined genetics features patients, improve use personalized medical approaches, patient counseling, decision-making continuum. Finally, Artificial intelligence (AI) holds significant realm combining data, also context identifying retrieval.

Language: Английский

Citations

6

Cancer risk and male Infertility: Unravelling predictive biomarkers and prognostic indicators DOI

Prabhakar Tiwari,

Anjali Yadav,

Meenakshi Kaushik

et al.

Clinica Chimica Acta, Journal Year: 2024, Volume and Issue: 558, P. 119670 - 119670

Published: April 16, 2024

Language: Английский

Citations

4

Integrative Assessment of Seminal Plasma Biomarkers: A Narrative Review Bridging the Gap between Infertility Research and Clinical Practice DOI Open Access
Efthalia Moustakli, Athanasios Zikopoulos, Charikleia Skentou

et al.

Journal of Clinical Medicine, Journal Year: 2024, Volume and Issue: 13(11), P. 3147 - 3147

Published: May 27, 2024

Infertility represents a significant global health challenge impacting millions of couples worldwide. Approximately half all infertile exhibit compromised semen quality, indicative diminished male fertility. While the diagnosis infertility traditionally relies on analysis, its limitations in providing comprehensive assessment reproductive have spurred efforts to identify novel biomarkers. Seminal plasma, complex fluid containing proteins, lipids, and metabolites, has emerged as rich source such indicators. Reproduction depends heavily seminal primary transporter chemicals from glands. It provides non-invasive sample for urogenital diagnostics demonstrated potential identification biomarkers linked illnesses system. The abundance proteins enabled deeper understanding their biological functions, origins, differential expression various conditions associated with infertility, including azoospermia, asthenozoospermia, oligozoospermia, teratozoospermia, among others. true prevalence is understated due current diagnostic techniques. This review critically evaluates landscape plasma utility assessing infertility. Βy bridging gap between research clinical practice, integrative offers multimodal approach comprehensively evaluate

Language: Английский

Citations

4

Single-cell RNA-seq and pathological phenotype reveal the functional atlas and precise roles of Sox30 in testicular cell development and differentiation DOI Creative Commons
Chenglong Xie, Hailiang Zhang, Yi Li

et al.

Cell Death and Disease, Journal Year: 2025, Volume and Issue: 16(1)

Published: Feb. 19, 2025

Abstract Sox30 has recently been demonstrated to be a key regulator of spermatogenesis. However, the precise roles in testis remain largely unclear. Here, specific functions testicular cells were determined by single-cell sequencing and confirmed via pathological analyses. loss appears damage all different extents. chiefly drives differentiation primary spermatocytes. deficiency causes spermatocyte arrest at early phase meiosis I, with nearly no normally developing second spermatocytes three new -subclusters emerging. In addition, seems play important mature phenotypes Sertoli Leydig cells, proliferation spermatogonia. The developmental trajectory germ begins spermatogonia splits into two branches, Sox30-null wild-type placed divergent ends. An opposite subclusters is observed, followed incomplete development spermatid mice. clearly alters intercellular cross-talk major dysregulates transcription factor networks primarily involved cell differentiation. Mechanistically, have similar terminal that are mainly spermatogenic among performs these crucial through preferential regulation signalling pathways. Our study describes exact highlights meiotic cells.

Language: Английский

Citations

0

Emerging trends in the management of non‐obstructive azoospermia DOI Creative Commons

Mina Saad,

Mohamed Alkabeer,

Dina Abdelmonim

et al.

UroPrecision, Journal Year: 2025, Volume and Issue: unknown

Published: Feb. 27, 2025

Abstract Ten percent of infertile males have azoospermia, classified into obstructive and nonobstructive types, which require specific medical or surgical treatments. In advancements in microsurgery allow for effective sperm retrieval about half cases. This review aimed to highlight the most recent studies utilizing whole exome sequencing (WES) seminal/serum biomarkers aim predict micro‐dissection testicular extraction (micro‐TESE) outcomes reduce failure rates. WES identifies rare genetic mutations affecting spermatogenesis that could explain micro‐TESE failures, improving preoperative assessments. Despite its potential, is limited by high costs. Biomarkers such as Anti‐Müllerian Hormone testis‐expressed sequence 101 protein can indicate spermatogenic activity, though standardization these measurements needed accuracy. Additionally, microRNAs non‐invasive markers offer potential assessing reserve classifying azoospermia but their efficacy identifying disorders remains under researched, necessitating further on multivariate miRNA models.

Language: Английский

Citations

0

Enhancing male fertility diagnostics with seminal plasma Raman spectroscopy DOI
Elena Rimskaya, Alexey Gorevoy,

Aleksandra Yakimova

et al.

Spectrochimica Acta Part A Molecular and Biomolecular Spectroscopy, Journal Year: 2025, Volume and Issue: 340, P. 126237 - 126237

Published: April 28, 2025

Language: Английский

Citations

0

Global Andrology Forum (GAF) Clinical Guidelines on the Management of Non-obstructive Azoospermia: Bridging the Gap between Controversy and Consensus DOI Creative Commons
Taha Abo-Almagd Abdel-Meguid Hamoda, Rupin Shah, Taymour Mostafa

et al.

The World Journal of Men s Health, Journal Year: 2025, Volume and Issue: 43

Published: Jan. 1, 2025

Language: Английский

Citations

0

Associations between seminal plasma osteopontin level and sperm motility in infertile men with asthenozoospermia DOI Creative Commons
Peng Zhang, Yifu Leng, Yuanxin Liu

et al.

Frontiers in Endocrinology, Journal Year: 2025, Volume and Issue: 16

Published: May 19, 2025

Purpose Male infertility, a complex multifactorial condition, is frequently caused by asthenozoospermia (AZS). Although osteopontin (OPN) has been implicated in mammalian reproduction, its specific effects on sperm motility and fertility are not well understood. This study investigates the relationships between seminal plasma OPN levels parameters cases of male infertility. Methods A total 158 semen samples were analyzed, comprising 78 from infertile men with AZS 80 healthy fertile controls. concentrations measured using ELISA method. Additionally, we assessed vitro effect patients Results Significantly lower observed compared to controls ( P <0.0001). discriminated groups, an area under curve 0.793. treatment significantly improved group, enhancing progressive motility, as kinematic concentration-dependent manner. Conclusions established link level individuals AZS, suggesting potential biomarker for supplement assisted reproductive techniques.

Language: Английский

Citations

0

Omics-based cutting-edge technologies for identifying predictive biomarkers to measure the impact of air borne particulate matter exposure on male reproductive health DOI
Roshani Kumari,

Prasan Kaur,

Sandeep Kumar Verma

et al.

Journal of Reproductive Healthcare and Medicine, Journal Year: 2024, Volume and Issue: 5, P. 2 - 2

Published: March 22, 2024

The reproductive lifespan of an individual is a critical determinant their health, population dynamics, and aging. Research has established clear association between environmental air pollution, particulate matter (PM), health. Recent studies have focused on the impact pollution male Chronic or acute exposure to airborne PM0.1, PM2.5, PM10 been found trigger mitochondrial oxidative stress, double-strand DNA breaks, epigenetic modifications, endocrine disruption in tract functions. Consequently, identifying validating PM-associated predictive biomarkers, including genes, transcripts, epimutations, proteins, metabolites, hold promise for improving efficiency. Omics-based techniques, such as next-generation sequencing, comparative genomic hybridization, genome-wide studies, single-cell RNA microarray analysis, mass spectroscopy, 2D gel electrophoresis, Raman near-infrared nuclear magnetic resonance, provided crucial insights into pathological mechanisms underlying pollution-related health issues. This article presents comprehensive assessment existing evidence this field, offering methodical examination findings that immense potential addressing adverse effects

Language: Английский

Citations

3