Pub Date : 2025-09-01Epub Date: 2025-01-24DOI: 10.4103/aja2024117
Murat Gul, Ali Sahin, Ege Can Serefoglu
{"title":"Two studies, two outcomes: botulinum toxin in lifelong premature ejaculation treatment.","authors":"Murat Gul, Ali Sahin, Ege Can Serefoglu","doi":"10.4103/aja2024117","DOIUrl":"10.4103/aja2024117","url":null,"abstract":"","PeriodicalId":93889,"journal":{"name":"Asian journal of andrology","volume":" ","pages":"655-656"},"PeriodicalIF":2.7,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12422571/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143030358","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Abstract: A growing global trend indicates a decline in semen quality, with a lack of physical activity identified as one of the contributing factors. Exercise is medication, and numerous studies have explored its effects on semen quality. However, there is no consensus on the most effective type and intensity of exercise for improving semen quality, owing to inconsistent findings across studies. These discrepancies may be attributable to variations in study populations ( e.g. , healthy versus infertile individuals) and research methodologies ( e.g., observational versus interventional studies). This paper reviews the existing literature from the databases PubMed, Web of Science, and Google Scholar, reclassifying articles on their subject and research designs to delineate the relationship between exercise and semen quality. It also summarizes the mechanisms through which exercise influences semen quality, including hormonal regulation, oxidative stress, and inflammatory factors.
越来越多的全球趋势表明,精液质量下降,缺乏体育锻炼被认为是造成这一现象的因素之一。运动是一种药物,许多研究已经探索了它对精液质量的影响。然而,由于研究结果不一致,关于提高精液质量最有效的运动类型和强度尚无共识。这些差异可能归因于研究人群(例如,健康个体与不育个体)和研究方法(例如,观察性研究与介入性研究)的差异。本文回顾了PubMed、Web of Science和谷歌Scholar数据库的现有文献,根据其主题和研究设计对文章进行了重新分类,以描述运动与精液质量之间的关系。它还总结了运动影响精液质量的机制,包括激素调节、氧化应激和炎症因素。
{"title":"Impact of physical activity on semen quality: a review of current evidence.","authors":"Jing Chen, Jin-Ming Guo, Bang-Jian Jiang, Fan-Yuan Sun, Yong-Cun Qu","doi":"10.4103/aja20252","DOIUrl":"10.4103/aja20252","url":null,"abstract":"<p><strong>Abstract: </strong>A growing global trend indicates a decline in semen quality, with a lack of physical activity identified as one of the contributing factors. Exercise is medication, and numerous studies have explored its effects on semen quality. However, there is no consensus on the most effective type and intensity of exercise for improving semen quality, owing to inconsistent findings across studies. These discrepancies may be attributable to variations in study populations ( e.g. , healthy versus infertile individuals) and research methodologies ( e.g., observational versus interventional studies). This paper reviews the existing literature from the databases PubMed, Web of Science, and Google Scholar, reclassifying articles on their subject and research designs to delineate the relationship between exercise and semen quality. It also summarizes the mechanisms through which exercise influences semen quality, including hormonal regulation, oxidative stress, and inflammatory factors.</p>","PeriodicalId":93889,"journal":{"name":"Asian journal of andrology","volume":" ","pages":"574-580"},"PeriodicalIF":2.7,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12422573/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143625852","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-01Epub Date: 2025-04-25DOI: 10.4103/aja20253
Laeticia Creidy, Daniel Taussky, Frederic Pouliot, Fred Saad, Fabian Falkenbach
Abstract: Androgen deprivation therapy (ADT) can negatively affect sexual function, and only a minority of patients report sexual activity. We reviewed the existing literature regarding the proportion of men who remained sexually active during and after ADT. The PubMed database was searched for studies published over the past 20 years. We selected and reviewed randomized clinical trials that provided sexual function data at baseline and during and after ADT. The primary outcome measure was the sexual function. Studies assessed sexual function using quality of life patient-reported outcome measures, which included sexual potency/activity evaluation. Information from 2947 patients was analyzed in this review. The median age of patients was 70 years. At baseline, a median of 49.9% (95% confidence interval [CI]: 49.1%-50.7%) of the patients reported being sexually active. At 6 months, 12 months, and 2 years or later of ADT treatment, a median of 10.3% (95% CI: 10.2%-10.5%), 8.9% (95% CI: 8.6%-9.2%), and 8.3% (95% CI: 8.2%-8.5%) of the patients reported being sexually active, respectively. Considering that half of the patients were sexually active at baseline, it seems probable that more than 10% of the patients who were sexually active before starting ADT remained sexually active when undergoing ADT. In conclusion, despite the common belief that ADT eliminates sexual activity, this analysis found that approximately 1 in 10 men are sexually active when on ADT, and this proportion is likely increased in men who are sexually active before starting ADT. Attention to sexual activity should not be dismissed in men on ADT.
{"title":"Sexual activity in men undergoing ADT for localized prostate cancer: a narrative literature review.","authors":"Laeticia Creidy, Daniel Taussky, Frederic Pouliot, Fred Saad, Fabian Falkenbach","doi":"10.4103/aja20253","DOIUrl":"10.4103/aja20253","url":null,"abstract":"<p><strong>Abstract: </strong>Androgen deprivation therapy (ADT) can negatively affect sexual function, and only a minority of patients report sexual activity. We reviewed the existing literature regarding the proportion of men who remained sexually active during and after ADT. The PubMed database was searched for studies published over the past 20 years. We selected and reviewed randomized clinical trials that provided sexual function data at baseline and during and after ADT. The primary outcome measure was the sexual function. Studies assessed sexual function using quality of life patient-reported outcome measures, which included sexual potency/activity evaluation. Information from 2947 patients was analyzed in this review. The median age of patients was 70 years. At baseline, a median of 49.9% (95% confidence interval [CI]: 49.1%-50.7%) of the patients reported being sexually active. At 6 months, 12 months, and 2 years or later of ADT treatment, a median of 10.3% (95% CI: 10.2%-10.5%), 8.9% (95% CI: 8.6%-9.2%), and 8.3% (95% CI: 8.2%-8.5%) of the patients reported being sexually active, respectively. Considering that half of the patients were sexually active at baseline, it seems probable that more than 10% of the patients who were sexually active before starting ADT remained sexually active when undergoing ADT. In conclusion, despite the common belief that ADT eliminates sexual activity, this analysis found that approximately 1 in 10 men are sexually active when on ADT, and this proportion is likely increased in men who are sexually active before starting ADT. Attention to sexual activity should not be dismissed in men on ADT.</p>","PeriodicalId":93889,"journal":{"name":"Asian journal of andrology","volume":" ","pages":"581-585"},"PeriodicalIF":2.7,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12422569/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144061730","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-01Epub Date: 2025-04-08DOI: 10.4103/aja2024113
Jing-Di Zhang, Xiao-Gang Li, Rong-Rong Wang, Xin-Xin Feng, Si-Yu Wang, Hai Wang, Yu-Tao Wang, Hong-Jun Li, Yong-Zhe Li, Ye Guo
Abstract: Varicocele (VC) is a common cause of male infertility, yet there is a lack of molecular information for VC-associated male infertility. This study investigated alterations in the seminal plasma metabolomic and lipidomic profiles of infertile male VC patients. Twenty infertile males with VC and twenty-three age-matched healthy controls (HCs) were recruited from Peking Union Medical College Hospital (Beijing, China) between October 2019 and April 2021. Untargeted metabolite and lipid profiles from seminal plasma were analyzed using mass spectrometry. Four hundred and seventy-six metabolites and seventeen lipids were significantly different in infertile male VC patients compared to HCs. The top enriched pathways among these significantly different metabolites are protein digestion and absorption, aminoacyl-transfer RNA (tRNA) biosynthesis, and biosynthesis of amino acids. Different key lipid species, including triglyceride (TG), diacylglycerol (DG), ceramides (Cer), and phosphatidylserine (PS), varied between VC and HC groups. The distinct metabolites and lipids were moderately correlated. DL-3-phenyllactic acid is a potential diagnostic biomarker for VC-related male infertility (area under the curve [AUC] = 0.893), positively correlating with sperm count, concentration, and motility. Furthermore, DL-3-phenyllactic acid is the only metabolite shared by all four comparisons (VC vs HC, VC-induced oligoasthenospermia [OAS] vs VC-induced asthenospermia [AS], OAS vs HC, and AS vs HC). DL-3-phenyllactic acid significantly decreased in OAS than AS. Metabolite-targeting gene analysis revealed carbonic anhydrase 9 (CA9) might be the strongest candidate associated with the onset and severity of VC. The seminal plasma metabolite and lipid profiles of infertile males with VC differ significantly from those of HCs. DL-3-phenyllactic acid could be a promising biomarker.
精索静脉曲张(VC)是导致男性不育的常见原因,但目前还缺乏与VC相关的男性不育的分子信息。本研究调查了不育男性精索静脉曲张患者精浆代谢组学和脂质组学特征的改变。2019年10月至2021年4月期间,研究人员从北京协和医院(中国北京)招募了20名患有VC的不育男性和23名年龄匹配的健康对照(HCs)。采用质谱法分析了精浆中的非靶代谢物和脂质谱。结果显示,不育男性VC患者的476种代谢物和17种脂质与HCs相比有显著差异。在这些明显不同的代谢物中,含量最高的途径是蛋白质的消化和吸收、氨基酰转移核糖核酸(tRNA)的生物合成和氨基酸的生物合成。不同的关键脂质种类,包括甘油三酯(TG)、二酰甘油(DG)、神经酰胺(Cer)和磷脂酰丝氨酸(PS),在 VC 组和 HC 组之间存在差异。不同的代谢物和脂质之间存在中度相关性。DL-3-苯基乳酸是VC相关男性不育症的潜在诊断生物标志物(曲线下面积 [AUC] = 0.893),与精子数量、浓度和活力呈正相关。此外,DL-3-苯基乳酸是所有四种比较(VC 与 HC、VC 诱导的少精子症 [OAS] 与 VC 诱导的无精子症 [AS]、OAS 与 HC 以及 AS 与 HC)中唯一共享的代谢物。在 OAS 中,DL-3-苯乳酸比 AS 明显减少。代谢物靶向基因分析表明,碳酸酐酶9(CA9)可能是与VC发病和严重程度相关的最强候选基因。患有VC的不育男性的精浆代谢物和脂质谱与HC有显著差异。DL-3-苯基乳酸可能是一种有前途的生物标志物。
{"title":"Integrated seminal plasma metabolomics and lipidomics profiling highlight distinctive signature of varicocele patients with male infertility.","authors":"Jing-Di Zhang, Xiao-Gang Li, Rong-Rong Wang, Xin-Xin Feng, Si-Yu Wang, Hai Wang, Yu-Tao Wang, Hong-Jun Li, Yong-Zhe Li, Ye Guo","doi":"10.4103/aja2024113","DOIUrl":"10.4103/aja2024113","url":null,"abstract":"<p><strong>Abstract: </strong>Varicocele (VC) is a common cause of male infertility, yet there is a lack of molecular information for VC-associated male infertility. This study investigated alterations in the seminal plasma metabolomic and lipidomic profiles of infertile male VC patients. Twenty infertile males with VC and twenty-three age-matched healthy controls (HCs) were recruited from Peking Union Medical College Hospital (Beijing, China) between October 2019 and April 2021. Untargeted metabolite and lipid profiles from seminal plasma were analyzed using mass spectrometry. Four hundred and seventy-six metabolites and seventeen lipids were significantly different in infertile male VC patients compared to HCs. The top enriched pathways among these significantly different metabolites are protein digestion and absorption, aminoacyl-transfer RNA (tRNA) biosynthesis, and biosynthesis of amino acids. Different key lipid species, including triglyceride (TG), diacylglycerol (DG), ceramides (Cer), and phosphatidylserine (PS), varied between VC and HC groups. The distinct metabolites and lipids were moderately correlated. DL-3-phenyllactic acid is a potential diagnostic biomarker for VC-related male infertility (area under the curve [AUC] = 0.893), positively correlating with sperm count, concentration, and motility. Furthermore, DL-3-phenyllactic acid is the only metabolite shared by all four comparisons (VC vs HC, VC-induced oligoasthenospermia [OAS] vs VC-induced asthenospermia [AS], OAS vs HC, and AS vs HC). DL-3-phenyllactic acid significantly decreased in OAS than AS. Metabolite-targeting gene analysis revealed carbonic anhydrase 9 (CA9) might be the strongest candidate associated with the onset and severity of VC. The seminal plasma metabolite and lipid profiles of infertile males with VC differ significantly from those of HCs. DL-3-phenyllactic acid could be a promising biomarker.</p>","PeriodicalId":93889,"journal":{"name":"Asian journal of andrology","volume":" ","pages":"646-654"},"PeriodicalIF":2.7,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12422570/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143805081","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Abstract: Researchers commonly use cyclization recombination enzyme/locus of X-over P1 (Cre/loxP) technology-based conditional gene knockouts of model mice to investigate the functional roles of genes of interest in Sertoli and Leydig cells within the testis. However, the shortcomings of these genetic tools include high costs, lengthy experimental periods, and limited accessibility for researchers. Therefore, exploring alternative gene silencing techniques is of great practical value. In this study, we employed adeno-associated virus (AAV) as a vector for gene silencing in Sertoli and Leydig cells. Our findings demonstrated that AAV serotypes 1, 8, and 9 exhibited high infection efficiency in both types of testis cells. Importantly, we discovered that all three AAV serotypes exhibited exquisite specificity in targeting Sertoli cells via tubular injection while demonstrating remarkable selectivity in targeting Leydig cells via interstitial injection. We achieved cell-specific knockouts of the steroidogenic acute regulatory ( Star ) and luteinizing hormone/human chorionic gonadotropin receptor (Lhcgr) genes in Leydig cells, but not in Sertoli cells, using AAV9-single guide RNA (sgRNA)-mediated gene editing in Rosa26-LSL-Cas9 mice. Knockdown of androgen receptor ( Ar ) gene expression in Sertoli cells of wild-type mice was achieved via tubular injection of AAV9-short hairpin RNA (shRNA)-mediated targeting. Our findings offer technical approaches for investigating gene function in Sertoli and Leydig cells through AAV9-mediated gene silencing.
{"title":"Targeted gene silencing in mouse testicular Sertoli and Leydig cells using adeno-associated virus vectors.","authors":"Jing Pang, Mao-Xing Xu, Xiao-Yu Wang, Xu Feng, Yi-Man Duan, Xiao-Yan Zheng, Yu-Qian Chen, Wen Yin, Ying Liu, Ju-Xue Li","doi":"10.4103/aja2024120","DOIUrl":"10.4103/aja2024120","url":null,"abstract":"<p><strong>Abstract: </strong>Researchers commonly use cyclization recombination enzyme/locus of X-over P1 (Cre/loxP) technology-based conditional gene knockouts of model mice to investigate the functional roles of genes of interest in Sertoli and Leydig cells within the testis. However, the shortcomings of these genetic tools include high costs, lengthy experimental periods, and limited accessibility for researchers. Therefore, exploring alternative gene silencing techniques is of great practical value. In this study, we employed adeno-associated virus (AAV) as a vector for gene silencing in Sertoli and Leydig cells. Our findings demonstrated that AAV serotypes 1, 8, and 9 exhibited high infection efficiency in both types of testis cells. Importantly, we discovered that all three AAV serotypes exhibited exquisite specificity in targeting Sertoli cells via tubular injection while demonstrating remarkable selectivity in targeting Leydig cells via interstitial injection. We achieved cell-specific knockouts of the steroidogenic acute regulatory ( Star ) and luteinizing hormone/human chorionic gonadotropin receptor (Lhcgr) genes in Leydig cells, but not in Sertoli cells, using AAV9-single guide RNA (sgRNA)-mediated gene editing in Rosa26-LSL-Cas9 mice. Knockdown of androgen receptor ( Ar ) gene expression in Sertoli cells of wild-type mice was achieved via tubular injection of AAV9-short hairpin RNA (shRNA)-mediated targeting. Our findings offer technical approaches for investigating gene function in Sertoli and Leydig cells through AAV9-mediated gene silencing.</p>","PeriodicalId":93889,"journal":{"name":"Asian journal of andrology","volume":" ","pages":"627-637"},"PeriodicalIF":2.7,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12422574/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143675093","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-01Epub Date: 2025-02-21DOI: 10.4103/aja2024121
Li-Hong Wang, Lei Zheng, Hui Jiang, Tao Jiang
{"title":"The impact of follicle-stimulating hormone and the sperm concentration on the success of varicocelectomy.","authors":"Li-Hong Wang, Lei Zheng, Hui Jiang, Tao Jiang","doi":"10.4103/aja2024121","DOIUrl":"10.4103/aja2024121","url":null,"abstract":"","PeriodicalId":93889,"journal":{"name":"Asian journal of andrology","volume":" ","pages":"657-658"},"PeriodicalIF":2.7,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12422563/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143470058","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-09-01Epub Date: 2025-03-11DOI: 10.4103/aja2024124
Yi Lu, Jing Wang, Zhong-Lin Cai, Teng-Yan Li, Hong-Jun Li, Bin-Bin Wang
Abstract: Individuals with congenital absence of the vas deferens (CAVD) may transmit cystic fibrosis (CF)-causing variants of the cystic fibrosis transmembrane conductance regulator ( CFTR ) gene to their offspring through assisted reproductive technology (ART). We aimed to delineate the spectrum and estimate the prevalence of CF-causing variants in Chinese individuals with CAVD through a cohort analysis and meta-analysis. CFTR was sequenced in 145 Chinese individuals with CAVD. CFTR variants were classified as CF-causing or non-CF-causing variants regarding clinical significance. A comprehensive genotype analysis was performed in Chinese individuals with CAVD, incorporating previous studies and our study cohort. The prevalence of CF-causing variants was estimated through meta-analysis. In our cohort, 56 different CFTR variants were identified in 108 (74.5%) patients. Twenty variants were categorized as CF-causing and were detected in 28 (19.3%) patients. A comprehensive genotype analysis of 867 patients identified 174 different CFTR variants. Sixty-four were classified as CF-causing variants, 56.3% of which had not been previously reported in Chinese patients with CF. Meta-analysis showed that 14.8% (95% confidence interval [CI]: 11.0%-18.9%) CAVD cases harbored one CF-causing variant, and 68.6% (95% CI: 65.1%-72.0%) CAVD cases carried at least one CFTR variant. Our study underscores the urgent need for extensive CFTR screening, including sequencing of whole exons and flanking regions and detection of large rearrangements and deep intronic CF-causing variants, in Chinese individuals with CAVD before undergoing ART. The established CF-causing variants spectrum may aid in the development of genetic counseling strategies and preimplantation diagnosis to prevent the birth of a child with CF.
{"title":"Cystic fibrosis-causing variants in Chinese patients with congenital absence of the vas deferens: a cohort and meta-analysis.","authors":"Yi Lu, Jing Wang, Zhong-Lin Cai, Teng-Yan Li, Hong-Jun Li, Bin-Bin Wang","doi":"10.4103/aja2024124","DOIUrl":"10.4103/aja2024124","url":null,"abstract":"<p><strong>Abstract: </strong>Individuals with congenital absence of the vas deferens (CAVD) may transmit cystic fibrosis (CF)-causing variants of the cystic fibrosis transmembrane conductance regulator ( CFTR ) gene to their offspring through assisted reproductive technology (ART). We aimed to delineate the spectrum and estimate the prevalence of CF-causing variants in Chinese individuals with CAVD through a cohort analysis and meta-analysis. CFTR was sequenced in 145 Chinese individuals with CAVD. CFTR variants were classified as CF-causing or non-CF-causing variants regarding clinical significance. A comprehensive genotype analysis was performed in Chinese individuals with CAVD, incorporating previous studies and our study cohort. The prevalence of CF-causing variants was estimated through meta-analysis. In our cohort, 56 different CFTR variants were identified in 108 (74.5%) patients. Twenty variants were categorized as CF-causing and were detected in 28 (19.3%) patients. A comprehensive genotype analysis of 867 patients identified 174 different CFTR variants. Sixty-four were classified as CF-causing variants, 56.3% of which had not been previously reported in Chinese patients with CF. Meta-analysis showed that 14.8% (95% confidence interval [CI]: 11.0%-18.9%) CAVD cases harbored one CF-causing variant, and 68.6% (95% CI: 65.1%-72.0%) CAVD cases carried at least one CFTR variant. Our study underscores the urgent need for extensive CFTR screening, including sequencing of whole exons and flanking regions and detection of large rearrangements and deep intronic CF-causing variants, in Chinese individuals with CAVD before undergoing ART. The established CF-causing variants spectrum may aid in the development of genetic counseling strategies and preimplantation diagnosis to prevent the birth of a child with CF.</p>","PeriodicalId":93889,"journal":{"name":"Asian journal of andrology","volume":" ","pages":"611-620"},"PeriodicalIF":2.7,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12422572/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143598571","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The management of data from computer-aided sperm analysis (CASA) systems is crucial for understanding sperm motility. CASA systems generate motility parameters derived from tracking individual sperm cells, producing raw data as spermatozoa coordinates, which form the basis for sperm trajectory construction. These parameters and trajectories allow statistical descriptions of motility and identification of sperm heterogeneity. The substantial information provided by CASA enables the application of artificial intelligence (AI) techniques to interpret their biological significance. However, the type and format of CASA data, whether raw or condensed, pose challenges for analysis using conventional statistical methods. Advances in machine learning and deep learning have addressed these limitations by leveraging motility parameters and trajectory representations for automated classification and clustering of motility patterns. These methods, including supervised and unsupervised learning, have been employed to identify kinematic subpopulations within sperm samples, offering deeper insights into sperm dynamics. Open-source tools and CASA systems have facilitated this progress by providing accessible platforms for AI applications in sperm motility analysis. Although the use of machine learning in this field remains limited, integrating CASA-derived data with AI techniques shows potential for automating sperm classification and identifying motility patterns, advancing reproductive biology and fertility assessments. This work reviews the traditional use of CASA data, the analytical constraints, and the promising role of machine learning in enhancing the understanding of the heterogeneity of sperm kinematics.
{"title":"Unraveling sperm kinematic heterogeneity with machine learning.","authors":"Andrés Aragón-Martínez","doi":"10.4103/aja202544","DOIUrl":"https://doi.org/10.4103/aja202544","url":null,"abstract":"<p><p>The management of data from computer-aided sperm analysis (CASA) systems is crucial for understanding sperm motility. CASA systems generate motility parameters derived from tracking individual sperm cells, producing raw data as spermatozoa coordinates, which form the basis for sperm trajectory construction. These parameters and trajectories allow statistical descriptions of motility and identification of sperm heterogeneity. The substantial information provided by CASA enables the application of artificial intelligence (AI) techniques to interpret their biological significance. However, the type and format of CASA data, whether raw or condensed, pose challenges for analysis using conventional statistical methods. Advances in machine learning and deep learning have addressed these limitations by leveraging motility parameters and trajectory representations for automated classification and clustering of motility patterns. These methods, including supervised and unsupervised learning, have been employed to identify kinematic subpopulations within sperm samples, offering deeper insights into sperm dynamics. Open-source tools and CASA systems have facilitated this progress by providing accessible platforms for AI applications in sperm motility analysis. Although the use of machine learning in this field remains limited, integrating CASA-derived data with AI techniques shows potential for automating sperm classification and identifying motility patterns, advancing reproductive biology and fertility assessments. This work reviews the traditional use of CASA data, the analytical constraints, and the promising role of machine learning in enhancing the understanding of the heterogeneity of sperm kinematics.</p>","PeriodicalId":93889,"journal":{"name":"Asian journal of andrology","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144823408","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Jie Zheng, Jie Liao, Cheng-Guang Sun, Zhi Yuan, Yuan Qin, Ting-Li Han, Heng Zou, Shen Zhang
Recent studies have begun to investigate the metabolic and microbiota profiles in semen, yet their association with abnormal sperm morphology, particularly in teratozoospermia, remains insufficiently characterized. Identifying specific metabolites and microbial taxa linked to this condition could improve diagnostics and management for male infertility. This study analyzed semen samples from 231 patients, including 30 patients with teratozoospermia and 30 patients with normal sperm morphology, collected over four seasons in Chongqing, China. Metabolomic profiling by gas chromatography-mass spectrometry (GC-MS) and microbiota composition analysis via 16S ribosomal ribonucleic acid (rRNA) sequencing revealed distinct seasonal metabolomic shifts, with significant changes in summer and autumn. After excluding seasonally affected metabolites, 14 key metabolites were associated with teratozoospermia, including reduced levels of 4-hydroxyphenylpyruvic acid, phenylpyruvic acid, and N-acetyl-L-aspartic acid. These metabolites are involved in pathways related to oxidative stress and energy metabolism in spermatozoa, suggesting that their depletion may contribute to sperm abnormalities. Proteobacteria, Firmicutes, and Actinobacteriota were predominant phyla across all seasons and groups, but significant genus-level fluctuations, such as Acinetobacter and Staphylococcus, were observed. In teratozoospermia, genera such as Lactobacillus and Limnochordaceae showed differential abundance, correlating with key metabolites and suggesting potential functional interactions. Limnochordaceae showed a significant positive correlation with undecanoic acid, whereas Lactobacillus showed a negative correlation. These findings highlight that while seasonal changes significantly influence semen metabolomics and microbiota composition, teratozoospermia is characterized by specific, season-independent metabolic and microbial signatures. Our study provides insights into the metabolic and microbial dynamics of semen, suggesting the possibility of developing novel diagnostic tools and therapeutic strategies for male infertility.
{"title":"Integrated metabolomic and microbiota analysis of semen: seasonal and morphological associations.","authors":"Jie Zheng, Jie Liao, Cheng-Guang Sun, Zhi Yuan, Yuan Qin, Ting-Li Han, Heng Zou, Shen Zhang","doi":"10.4103/aja202549","DOIUrl":"https://doi.org/10.4103/aja202549","url":null,"abstract":"<p><p>Recent studies have begun to investigate the metabolic and microbiota profiles in semen, yet their association with abnormal sperm morphology, particularly in teratozoospermia, remains insufficiently characterized. Identifying specific metabolites and microbial taxa linked to this condition could improve diagnostics and management for male infertility. This study analyzed semen samples from 231 patients, including 30 patients with teratozoospermia and 30 patients with normal sperm morphology, collected over four seasons in Chongqing, China. Metabolomic profiling by gas chromatography-mass spectrometry (GC-MS) and microbiota composition analysis via 16S ribosomal ribonucleic acid (rRNA) sequencing revealed distinct seasonal metabolomic shifts, with significant changes in summer and autumn. After excluding seasonally affected metabolites, 14 key metabolites were associated with teratozoospermia, including reduced levels of 4-hydroxyphenylpyruvic acid, phenylpyruvic acid, and N-acetyl-L-aspartic acid. These metabolites are involved in pathways related to oxidative stress and energy metabolism in spermatozoa, suggesting that their depletion may contribute to sperm abnormalities. Proteobacteria, Firmicutes, and Actinobacteriota were predominant phyla across all seasons and groups, but significant genus-level fluctuations, such as Acinetobacter and Staphylococcus, were observed. In teratozoospermia, genera such as Lactobacillus and Limnochordaceae showed differential abundance, correlating with key metabolites and suggesting potential functional interactions. Limnochordaceae showed a significant positive correlation with undecanoic acid, whereas Lactobacillus showed a negative correlation. These findings highlight that while seasonal changes significantly influence semen metabolomics and microbiota composition, teratozoospermia is characterized by specific, season-independent metabolic and microbial signatures. Our study provides insights into the metabolic and microbial dynamics of semen, suggesting the possibility of developing novel diagnostic tools and therapeutic strategies for male infertility.</p>","PeriodicalId":93889,"journal":{"name":"Asian journal of andrology","volume":" ","pages":""},"PeriodicalIF":2.7,"publicationDate":"2025-08-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144823407","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}