Costanza Cimini, Angela Taraschi, Marina Ramal-Sanchez, Alessia Colosimo, Carlo Di Carlo, Ramses Belda-Perez, Luca Valbonetti, Giulia Capacchietti, Nicola Bernabò, Barbara Barboni
{"title":"Unveiling the role of miRNAs in Diminished Ovarian Reserve: an in silico network approach.","authors":"Costanza Cimini, Angela Taraschi, Marina Ramal-Sanchez, Alessia Colosimo, Carlo Di Carlo, Ramses Belda-Perez, Luca Valbonetti, Giulia Capacchietti, Nicola Bernabò, Barbara Barboni","doi":"10.1080/19396368.2024.2434268","DOIUrl":"https://doi.org/10.1080/19396368.2024.2434268","url":null,"abstract":"<p><p>MicroRNAs (miRNAs) have acquired an increased recognition to unravel the complex molecular mechanisms underlying Diminished Ovarian Reserve (DOR), one of the main responsible for infertility. To investigate the impact of miRNA profiles in granulosa cells and follicular fluid, crucial players in follicle development, this study employed a computational network theory approach to reconstruct potential pathways regulated by miRNAs in granulosa cells and follicular fluid of women suffering from DOR. Available data from published research were collected to create the FGC_MiRNome_MC, a representation of miRNA target genes and their interactions. 365 hubs were identified within the network, representing potential key regulators, and 210 nodes that act as both hubs and bottlenecks (H&BN nodes), suggesting that they may control the information flow within the network. GO enrichment analysis of the 210 H&BN nodes revealed their involvement in fundamental cellular processes relevant to ovarian function. In particular, the cluster analysis identified several shared pathways between cluster 1 and cluster 2 involved in the RAS/MAPK pathway, which plays a critical role in cell proliferation, differentiation and survival. These findings suggest that miRNAs play a significant role in DOR and highlight the potential of the RAS/MAPK pathway as a target for further investigation. Additionally, the genes identified as both hubs and bottlenecks revealed interesting connections to reproductive health in KO mice models. This <i>in silico</i> approach provides valuable insights into potential biomarkers and therapeutic targets for age-related reproductive disorders.</p>","PeriodicalId":22184,"journal":{"name":"Systems Biology in Reproductive Medicine","volume":"71 1","pages":"2-12"},"PeriodicalIF":2.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143041896","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Evaluation of male contraceptive efficacy of <i>Caesalpinia pulcherrima</i> (L.) sw. in human and rat: an <i>ex-vivo</i> study.","authors":"Pampa Lohar, Dibya Pal, Tanusree Mondal, Shibani Das, Puja Das, Debidas Ghosh","doi":"10.1080/19396368.2025.2455059","DOIUrl":"https://doi.org/10.1080/19396368.2025.2455059","url":null,"abstract":"<p><p>The study focused on the spermicidal and anti-androgenic effects of aqueous-ethanolic (60:40) extract of Caesalpinia pulcherrima leaves (AEECPL) in human and rat samples from the viewpoint of its contraceptive efficacy through ex-vivo study. Six fertile adult males were selected randomly for semen collection. Parallelly sperm samples were collected by epididymal washing from six rats. Testes, epididymis, and liver were dissected from rats. Biological samples were divided into control, 1, 2, and 4 mg/ml of AEECPL exposed groups. Relevant spermiological, steroidogenic enzymes, oxidative stress, and metabolic toxicity sensors were evaluated. All the spermiological sensors were decreased significantly in dose and duration-dependent manners, and the number of comet positive spermatozoa were increased in dose-dependent mode in AEECPL exposed groups against the control both in human and rat. Activities of Δ5,3β-hydroxysteroid dehydrogenase (HSD), 17β-HSD in testis, kinetics of superoxide dismutase both in testis and epididymis were significantly decreased along with the elevation in the level of thiobarbituric acid reactive substances in AEECPL exposed groups. Activities of glutamate oxaloacetate transaminase, glutamate pyruvate transaminase, acid phosphatase, and alkaline phosphatase in above mentioned tissues showed no significant difference among the control and AEECPL exposed groups, indicating its non-toxic effects on reproductive and metabolic tissues. The results presenting the prominent contraceptive preventing potentiality of the said extract both in human and rat. The optimal effect was noted at 2 mg/ml dose. In-depth investigations are required through in-vivo studies on animal model to know the genomic mode of action for the execution of male contraceptive activity.</p>","PeriodicalId":22184,"journal":{"name":"Systems Biology in Reproductive Medicine","volume":"71 1","pages":"43-53"},"PeriodicalIF":2.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143450031","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Sanaa Badr, Meryem Tahri, Mohamed Maanan, Jan Kašpar, Noura Yousfi
{"title":"An intelligent decision-making system for embryo transfer in reproductive technology: a machine learning-based approach.","authors":"Sanaa Badr, Meryem Tahri, Mohamed Maanan, Jan Kašpar, Noura Yousfi","doi":"10.1080/19396368.2024.2445831","DOIUrl":"https://doi.org/10.1080/19396368.2024.2445831","url":null,"abstract":"<p><p>Infertility has emerged as a significant public health concern, with assisted reproductive technology (ART) is a last-resort treatment option. However, ART's efficacy is limited by significant financial cost and physical discomfort. The aim of this study is to build Machine learning (ML) decision-support models to predict the optimal range of embryo numbers to transfer, using data from infertile couples identified through literature reviews. Binary classification models were developed to classify cases into two groups: those transferring two or fewer embryos and those transferring three or four. Four popular ML algorithms were used, including random forest (RF), logistic regression (LR), support vector machine (SVM), and artificial neural network (ANN), considering seven criteria: the woman's age, sperm origin, the developmental qualities of four potential embryos, infertility duration, assessment of the woman, morphological qualities of the four best embryos on the day of transfer, and number of oocytes extracted. The stratified 3-fold cross-validation results show that the SVM model obtained the highest average accuracy (95.83%) and demonstrated the best overall performance, closely followed by the ANN and LR models with an average accuracy equal to 91.67%. The RF model achieved a slightly lower average accuracy (88.89%), which demonstrated the lowest variability. Testing on a new dataset revealed all models performed well, with ANN and SVM models classified all test set instances correctly, while the RF and LR models achieved 91.68% accuracy. These results highlight the superior generalization and effectiveness of the ANN and SVM models in guiding ART decisions.</p>","PeriodicalId":22184,"journal":{"name":"Systems Biology in Reproductive Medicine","volume":"71 1","pages":"13-28"},"PeriodicalIF":2.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143053595","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Katerina Chatzimeletiou, Konstantina Pappa, Nikos Petrogiannis, George Anifandis, Kalliopi Chatzovoulou, Elias Tsakos, Efstratios Kolibianakis, Grigoris Grimbizis, Antonia Sioga
{"title":"In vitro maturation of oocytes (IVM): historical landmarks, current status and future perspectives.","authors":"Katerina Chatzimeletiou, Konstantina Pappa, Nikos Petrogiannis, George Anifandis, Kalliopi Chatzovoulou, Elias Tsakos, Efstratios Kolibianakis, Grigoris Grimbizis, Antonia Sioga","doi":"10.1080/19396368.2025.2469574","DOIUrl":"https://doi.org/10.1080/19396368.2025.2469574","url":null,"abstract":"<p><p>One of the major advancements in <i>in vitro</i> fertilization (IVF) has been the development of culture media that enhance gamete maturation <i>in vitro</i> and sustain embryo development up to the blastocyst stage. The deep understanding of the mechanisms involved in gametogenesis and the complex sequence of events surrounding nuclear and cytoplasmic maturation has also enabled the development of efficient <i>in vitro</i> maturation (IVM) protocols. This review outlines the major landmarks in the history of <i>in vitro</i> maturation of oocytes, the advantages and importance of its clinical application in human, especially in patients with Polycystic Ovary Syndrome (PCOS), Resistant Ovary Syndrome, high antral follicle count or oncology patients, as well as the safety and efficacy of the technique. IVM has not been shown yet to be as effective as controlled ovarian stimulation in terms of maturation rates, fertilization rates, and clinical outcome, possibly owing to a dysfunctional or asynchronous nuclear/cytoplasmic maturation process. A confusing set of IVM clinical protocols may also have contributed to the slow incorporation of the technology into routine IVF practice. However, recent improvements have led to comparable live birth rates between IVM and IVF, in women with high antral follicle count. The current status of IVM in the Assisted Reproductive Technology (ART) laboratory and its future perspectives, aiming to provide maximum fertility care to patients will be discussed.</p>","PeriodicalId":22184,"journal":{"name":"Systems Biology in Reproductive Medicine","volume":"71 1","pages":"102-115"},"PeriodicalIF":2.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143616672","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
George Anifandis, Dimitrios Ioannou, Georgia Kokkali, Katerina Chatzimeletiou, Christina Messini, Sevastiani Antonouli, Helen G Tempest
{"title":"Navigating the practical challenges and ethical dilemmas of surplus cryopreserved human embryos.","authors":"George Anifandis, Dimitrios Ioannou, Georgia Kokkali, Katerina Chatzimeletiou, Christina Messini, Sevastiani Antonouli, Helen G Tempest","doi":"10.1080/19396368.2025.2449901","DOIUrl":"https://doi.org/10.1080/19396368.2025.2449901","url":null,"abstract":"<p><p>Cryopreservation, the use of very low temperatures to preserve structurally intact living cells and tissues, has seen exponential growth in the field of <i>in vitro</i> fertilization (IVF). In the last decade, cryopreservation of embryos and freeze-all protocols have become an essential aspect and a prerequisite for a successful IVF outcome. Moreover, vitrification, which is a fast and safe cryopreservation method, has proved to be an effective choice for cryopreserving gametes and embryos. The increasing number of cryopreserved embryos worldwide in cryobanks and IVF clinics is an undisputable fact that raises important physiological, ethical, and moral considerations that merit careful examination and discussion. Many couples utilizing assisted reproduction will have a surplus of cryopreserved embryos, in other words they already have completed their family without exhausting all the embryos that were created and cryopreserved during the process. Additionally, the global IVF market has also experienced significant growth due to various factors, including advancements in technology, increased awareness about infertility treatments, and changing societal norms towards delayed parenthood. Thus, for the foreseeable future the number of cryopreserved embryos, and the phenomenon of surplus embryos will likely remain unresolved. In the present review, following a description of the cryopreservation method and the physiological changes during the cryopreservation of embryos, the bioethical issues raised by the surplus cryopreserved embryos will be discussed alongside possible solutions for resolving this phenomenon.</p>","PeriodicalId":22184,"journal":{"name":"Systems Biology in Reproductive Medicine","volume":"71 1","pages":"2449901"},"PeriodicalIF":2.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143053622","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Medini Samant, Mahalakshmi Bhat, Roshan Dadachanji, Digumarthi V S Sudhakar, Anushree Patil, Srabani Mukherjee
{"title":"Whole exome sequencing uncovers rare variants associated with PCOS susceptibility in Indian women.","authors":"Medini Samant, Mahalakshmi Bhat, Roshan Dadachanji, Digumarthi V S Sudhakar, Anushree Patil, Srabani Mukherjee","doi":"10.1080/19396368.2025.2471418","DOIUrl":"https://doi.org/10.1080/19396368.2025.2471418","url":null,"abstract":"<p><p>Polycystic ovary syndrome (PCOS) is a complex polygenic endocrinopathy affecting 5-20% of reproductive-age women. Familial studies, candidate gene studies, and GWAS have identified multiple PCOS-associated genetic loci. This study aims to identify the functional variants associated with PCOS. We applied whole exome sequencing (WES) to identify functional variants among eighty-five well-characterized women with PCOS. The annotated variants were filtered based on minor allele frequency and <i>in-silico</i> pathogenicity prediction. We found a significant association of 234 rare pathogenic nonsynonymous variants in 201 genes with PCOS in our study group. These genes are linked to steroid hormone biosynthesis, ovarian steroidogenesis, insulin resistance, and PI3K-Akt signaling pathway which are influential in PCOS pathophysiology. Further, several rare variants were found to be unique to women with and without insulin resistance, and enrichment analysis revealed that carbohydrate and lipid metabolism was especially deranged in insulin-resistant PCOS women. Variants of the steroidogenesis pathway were validated by Sanger sequencing including rs368902124 (<i>CYP19A1</i>), rs143286842 (<i>IGF1R</i>), and rs555458296 (<i>BMP-6</i>). <i>In-silico</i> analysis by DUET showed that these variants destabilized the folding of their corresponding protein. Women carrying these rare variants presented with altered hormonal profiles and clinical signs of hyperandrogenism and hyperinsulinemia, emphasizing their impact on PCOS pathophysiology. Several functional rare variants have been revealed to be associated with increased PCOS risk in the present study thus, expanding the genetic susceptibility landscape of Indian women to PCOS.</p>","PeriodicalId":22184,"journal":{"name":"Systems Biology in Reproductive Medicine","volume":"71 1","pages":"76-89"},"PeriodicalIF":2.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143630751","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Awoniyi O Awonuga, Olivia G Camp, Mia M Biernat, Husam M Abu-Soud
{"title":"Overview of infertility.","authors":"Awoniyi O Awonuga, Olivia G Camp, Mia M Biernat, Husam M Abu-Soud","doi":"10.1080/19396368.2025.2469582","DOIUrl":"https://doi.org/10.1080/19396368.2025.2469582","url":null,"abstract":"<p><p>Having a child is an innate trait in animals, including humans, and is required for the continued existence of all animal species. Therefore, for most women, the inability to conceive or to do so in a timely fashion - termed infertility - to enable the continuation of the family line can be emotionally distressing. The definition of infertility is controversial because of its separation into primary and secondary. This is further complicated by the loosely used term subfertility, which relates to couples who have reduced ability because they take longer than the natural time to conceive, as opposed to those who are infertile and are entirely unable to conceive after 6 to 12 months, depending on age. Infertility evaluation requires a thorough male and female history, physical examination of both partners, and targeted investigation to determine the cause of infertility in a particular couple. Various treatments apply to infertile couples depending on the age of the female partner, the results of investigations, the reason for infertility, the presence of inheritance of abnormal genes, the pregnancy rates the couple is happy with, the resources available, how desperate the couple is to achieve a live birth, and how much they want to commit to treatment. Infertility treatment could include counseling and expectant management only, intrauterine insemination in a natural or stimulated cycle, and IVF and or ICSI. Men with azoospermia will need surgical options to retrieve sperm for IVF/ ICSI, but rarely for IUI. This review overviews infertility's etiology, diagnosis, investigations, and treatment.</p>","PeriodicalId":22184,"journal":{"name":"Systems Biology in Reproductive Medicine","volume":"71 1","pages":"116-142"},"PeriodicalIF":2.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143674562","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mohammed S Liman, Abubeker Hassen, Mario P Smuts, Ahmed D A Biraima, Peter Sutovsky, Lyndy J McGaw, Dietmar E Holm
{"title":"Influence of tannin-rich extract from commercial <i>Acacia mearnsii</i> and gallocatechin on ovine cryopreserved semen viability.","authors":"Mohammed S Liman, Abubeker Hassen, Mario P Smuts, Ahmed D A Biraima, Peter Sutovsky, Lyndy J McGaw, Dietmar E Holm","doi":"10.1080/19396368.2025.2465260","DOIUrl":"https://doi.org/10.1080/19396368.2025.2465260","url":null,"abstract":"<p><p>The objective of this study was to evaluate the effect of a tannin-rich extract from commercial <i>Acacia mearnsii</i> (MTE_0), and gallocatechin, a flavonoid compound derived from <i>Acacia mearnsii</i>, on the long-term viability and motility of cryopreserved ovine semen. Six fresh ejaculates obtained from six adult merino rams twice per week for three weeks were allocated to five aliquots (0, 12.5, 25, 50, and 100 µM gallocatechin added into the Optidyl™ extender) before cooling and cryopreservation. Effects of MTE_0 and gallocatechin on post-thawed motility characteristics were analyzed using computer-assisted semen analysis (CASA), and viability (LIVE/DEAD<sup>®</sup> kit, Molecular Invitrogen, Waltham, MA), oxidative stress (2,7-dichlorodihydrofluorescein diacetate (H2DCFDA, Thermo Fisher<sup>®</sup>, Waltham, MA)) for reactive oxygen species (ROS), mitochondrial membrane potential (JC-1 MitoTracker, Molecular Invitrogen, Waltham, MA), acrosomal integrity (lectin PNA), and capacitation using merocyanine 540 (M540) and YO-PRO-1 dyes in flow cytometry. Data were analyzed using one-way ANOVA (IBM SPSS 21.0 for Windows, Armonk, NY). Gallocatechin at 25 µM positively affected (<i>p</i> ≤ .001) kinematic parameters including average path velocity (VAP), progressive velocity (VSL), and beat cross frequency (BCF) of cryopreserved semen. Similarly, gallocatechin at 25 µM<sup>-</sup> improved sperm motility (live 21.99 ± 2.06%), reduced ROS levels (26.45 ± 1.10%), and mitigated premature capacitation (viable and stable 20.08 ± 1.48%) compared to other treatments. Gallocatechin addition to semen resulted in a significant (<i>p</i> ≤ .001) positive effect compared with the MTE_0 extract. It is concluded that gallocatechin inclusion at 25 µM significantly reduces semen deterioration following cryopreservation. This study is the first to introduce gallocatechin as an efficient antioxidant additive to ovine semen to improve its quality during storage. Our findings will help improve post-thaw ovine semen quality and longevity. Future studies to elucidate the mechanism of anti-oxidative stress action of gallocatechin and its derivatives on semen motility and longevity are recommended.</p>","PeriodicalId":22184,"journal":{"name":"Systems Biology in Reproductive Medicine","volume":"71 1","pages":"90-101"},"PeriodicalIF":2.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143630745","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Iryna Kuznyetsova, Sergey I Moskovtsev, Stephanie Ng, Bill Yee, Ayub G M Lulat, Valeriy Kuznyetsov, Clifford L Librach
{"title":"Permeable cryoprotectants-free vitrification of human TESE, PESA and OAT spermatozoa: clinical outcomes.","authors":"Iryna Kuznyetsova, Sergey I Moskovtsev, Stephanie Ng, Bill Yee, Ayub G M Lulat, Valeriy Kuznyetsov, Clifford L Librach","doi":"10.1080/19396368.2025.2466687","DOIUrl":"https://doi.org/10.1080/19396368.2025.2466687","url":null,"abstract":"<p><p>Cryopreservation of testicular and epididymal spermatozoa is more challenging in comparison to ejaculated spermatozoa due to lower sperm concentration and motility, and higher sperm sensitivity to cryoprotectants. Sperm vitrification without the use of potentially toxic permeable cryoprotectants is an attractive freezing alternative for testicular and epididymal spermatozoa, as well as oligoasthenoteratozoospermia (OAT) samples. Our study is a retrospective analysis of outcomes in IVF cycles involving a total of 70 testicular, 77 epididymal and 69 ejaculated OAT samples vitrified in a closed double-straw device using mHTF medium supplemented with protein and sucrose, without any permeable cryoprotectant. In total, 71 frozen samples were used for intracytoplasmic sperm injection (ICSI). Results were compared to fresh samples (26 testicular, 53 epididymal and 63 ejaculated OAT samples) that served as controls. Elective single frozen embryo transfers of euploid or unknown-ploidy blastocysts were performed. While sperm motility is expected to diminish following slow sperm freezing and thawing, our data demonstrated that vitrification of testicular, epididymal and OAT samples had a mean motility rate comparable to fresh samples. No statistically significant differences (<i>p</i> > 0.05) were observed between vitrified versus fresh TESE in fertilization (64.1% vs. 59.5%), blastocyst development (54.9% vs. 56.7%), blastocyst euploidy (36.4% vs. 33.3%), clinical pregnancy (47.8% vs. 36.4%) and live birth rates (43.5% vs. 24.2%). Similarly, vitrified versus fresh PESA showed no statistically significant differences (<i>p</i> > 0.05) in the analyzed results respectively: (69.4% vs.74.9%; 62.6% vs. 59.7%; 40.5% vs. 48.1%; 36.0% vs.37.7%; and 32.0% vs. 27.5%). For vitrified OAT samples, there was a significant difference in blastocyst development and euploidy rates when compared to the control group. Our results demonstrate that human testicular, epididymal spermatozoa and samples with OAT can be successfully vitrified in small volumes in a closed system without using any permeable cryoprotectants, allowing utilization of this technique in clinical settings.</p>","PeriodicalId":22184,"journal":{"name":"Systems Biology in Reproductive Medicine","volume":"71 1","pages":"54-60"},"PeriodicalIF":2.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143473055","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"SBiRM: future innovation and practice in Personalized and Precision Reproductive Medicine.","authors":"Stephen A Krawetz, B Charlotte","doi":"10.1080/19396368.2024.2447691","DOIUrl":"https://doi.org/10.1080/19396368.2024.2447691","url":null,"abstract":"","PeriodicalId":22184,"journal":{"name":"Systems Biology in Reproductive Medicine","volume":"71 1","pages":"1"},"PeriodicalIF":2.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143034211","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}