Establishment of a novel glycolysis-immune-related diagnosis gene signature for endometriosis by machine learning.

PURPOSE: The objective of this study was to investigate the key glycolysis-related genes linked to immune cell infiltration in endometriosis and to develop a new endometriosis (EMS) predictive model. METHODS: A training set and a test set were created from the Gene Expression Omnibus (GEO) public database. We identified five glycolysis-related genes using least absolute shrinkage and selection operator (LASSO) regression and the random forest method. Then, we developed and tested a prediction model for EMS diagnosis. The CIBERSORT method was used to compare the infiltration of 22 different immune cells. We examined the relationship between key glycolysis-related genes and immune factors in the eutopic endometrium of women with endometriosis. In addition, Gene Ontology (GO)-based semantic similarity and logistic regression model analyses were used to investigate core genes. Reverse real-time quantitative PCR (RT-qPCR) of 5 target genes was analysed. RESULTS: The five glycolysis-related hub genes (CHPF, CITED2, GPC3, PDK3, ADH6) were used to establish a predictive model for EMS. In the training and test sets, the area under the curve (AUC) of the receiver operating characteristic curve (ROC) prediction model was 0.777, 0.824, and 0.774. Additionally, there was a remarkable difference in the immune environment between the EMS and control groups. Eventually, the five target genes were verified by RT-qPCR. CONCLUSION: The glycolysis-immune-based predictive model was established to forecast EMS patients' diagnosis, and a detailed comprehension of the interactions between endometriosis, glycolysis, and the immune system may be vital for the recognition of potential novel therapeutic approaches and targets for EMS patients.

Tuberculosis in pregnancy and assisted reproductive technology.

Tuberculosis is a chronic infectious disease caused by mycobacterium tuberculosis infection. In the world, tuberculosis is an important factor affecting women's reproductive health, which can cause reproductive tract anatomy abnormalities, embryo implantation obstacles, ovarian reserve and ovulation dysfunction, leading to female infertility. This group of women usually need to seek assisted reproductive technology to conceive. Latent tuberculosis infection during pregnancy has no clinical manifestation, but may develop into active tuberculosis, leading to adverse pregnancy outcomes. Most pregnant women do not need to be treated for latent tuberculosis infection, unless they are combined with high-risk factors for tuberculosis progress, but they need close follow-up. Early diagnosis and treatment of active tuberculosis in pregnancy can reduce the incidence rate and mortality of pregnant women and newborns, and treatment needs multidisciplinary cooperation.

Astaxanthin compound nutrient improved insulin resistance, hormone levels, embryo quality and pregnancy outcomes in polycystic ovary syndrome patients undergoing in vitro fertilization/intracytoplasmic sperm injection.

This study aimed to evaluate the effect of astaxanthin compound nutrient (ACN) complementary therapy on pregnancy outcomes in polycystic ovary syndrome (PCOS) patients undergoing in vitro fertilization/intracytoplasmic sperm injection (IVF/ICSI). This study enrolled 92 patients with PCOS who were continuously supplemented with ACN for three months prior to IVF/ICSI treatment from 2021 to 2023, and selected 92 patients who did not receive the treatment during the same period as controls. Baseline characteristics, ovulation induction outcomes, and pregnancy outcomes were compared between the two groups. In addition, the body mass index (BMI), anti-Müllerian hormone (AMH), antral follicle counting (AFC), fasting blood glucose (FBG), fasting insulin (FINS), homeostasis model assessment of insulin resistant (HOME-IR), and basal sex hormones of the supplementary group patients before and after treatment were compared. The results showed that there were no significant differences in the patient's duration of stimulation, total gonadotropin dose, peak E2 levels, and number of retrieved oocytes between the two groups. However, the number of 2 pronucleus (PN) fertilization, transferable embryos, and high-quality embryos was significantly higher in the ACN group compared with the control group. For both fresh and frozen embryo transplantation, positive pregnancy outcomes increased in PCOS patients who received supplementation of ACN for 3 months. In addition, after 3 months of supplementing with ACN, the patient's BMI, AMH, fasting insulin, HOME-IR, basal luteinising hormone (bLH), and basal testosterone (bT) decreased compared to before treatment. This study suggested that ACN improved insulin resistance, hormone levels, embryo quality and pregnancy outcomes in PCOS patients.

The effect of the female genital tract and gut microbiome on reproductive dysfunction.

Microorganisms are ubiquitous in the human body; they are present in various areas including the gut, mouth, skin, respiratory tract, and reproductive tract. The interaction between the microbiome and reproductive health has become an increasingly compelling area of study. Disruption of the female genital tract microbiome can significantly impact the metabolism of amino acids, carbohydrates, and lipids, increasing susceptibility to reproductive tract diseases such as vaginitis, chronic endometritis, endometrial polyps, endometriosis, and polycystic ovary syndrome. The gut microbiome, considered an endocrine organ, plays a crucial role in the reproductive endocrine system by interacting with hormones like estrogen and androgens. Imbalances in the gut microbiome composition can lead to various diseases and conditions, including polycystic ovary syndrome, endometriosis, and cancer, although research on their mechanisms remains limited. This review highlights the latest advancements in understanding the female genital tract and gut microbiomes in gynecological diseases. It also explores the potential of microbial communities in the treatment of reproductive diseases. Future research should focus on identifying the molecular mechanisms underlying the association between the microbiome and reproductive diseases to develop new and effective strategies for disease prevention, diagnosis, and treatment related to female reproductive organs.

Expression and Clinical Significance of HIF-1α in Follicular Fluid and Granulosa Cells in Infertile PCOS Patients.

The present study aimed to determine the clinical predictive significance of HIF-1α in follicular development and assisted reproductive technology (ART). We collected follicular fluid (FF) and granulosa cells (GCs) from PCOS (polycystic ovary syndrome) patients (experimental group) and other patients who were infertile due to tubal factors or male factors (control group) with IVF/ICSI-ET. The localization and expression of HIF-1α in GCs were determined by immunofluorescence staining. HIF-1α protein and mRNA expression were detected by enzyme-linked immunosorbent assay and quantitative real-time PCR, respectively. To clarify the regulation of HIF-1α by TGF-ß1, we added the HIF-1α-specific blocker YC-1 to GCs. The serum AMH, LH, LH/FSH, testosterone, BMI and the number of oocytes retrieved in the PCOS group were significantly higher, while the cleavage rate was significantly lower, than those in the control group. HIF-1α protein was expressed in the cytoplasm of GCs. The expression of HIF-1α protein in the FF of the PCOS group was significantly lower than that in the control group. However, the expression of HIF-1α protein in GCs between the two groups was not significantly different. HIF-1α protein was highly expressed in large FF (follicular diameter ≥ 14 mm). Compared with the control group, the expression of HIF-1α mRNA in GCs of the PCOS group was significantly lower. The results showed a significant positive correlation between HIF-1α and TGF-ß1 expression. We found that both HIF-1α and TGF-ß1 were involved in the development of PCOS follicular development. The mutual regulation of HIF-1α and TGF-ß1 may be one of the important mechanisms of the occurrence and development of PCOS.