Analysis of the Relationship Between Early Estrogen Response and Cryptorchidism.
OA: gold
CC-BY-4.0
Abstract
IntroductionCryptorchidism, a common congenital malformation in male newborns due to abnormal testicular descent, is closely linked to male infertility and germ cell tumors. The study suggested that estrogen response contributes to its occurrence.MethodsData were collected from Gene Expression Omnibus (GEO). Enrichment scores were calculated by single-sample gene set enrichment analysis (GSEA), while pathway analysis was performed using GSEA. Key modules were identified through weighted gene co-expression network analysis (WGCNA), followed by the screening of differentially expressed genes (DEGs) using the limma package. The intersection genes were further screened by LASSO and Support Vector Machine-Recursive Feature Elimination (SVM-RFE). Potential transcription factors (TFs) were predicted using hTFtarget, and related microRNAs were analyzed using the Encori database. The TF regulatory network was visualized using Cytoscape 3.8.0.ResultsPatients with cryptorchidism exhibited significantly higher early estrogen response scores compared to controls, with a notable enrichment of the early estrogen response pathway. This study identified 2 biomarkers, PRR15 and SRPX, which were both regulated by the TF SPI1. PRR15 gene expression was significantly related to early estrogen response. Additionally, these two biomarkers were primarily involved in cell division pathways; in particular, PRR15 was closely linked to progesterone-mediated oocyte maturation.DiscussionPRR15 and SRPX, which SPI1 potentially regulated, were identified as genes associated with early estrogen response in cryptorchidism and were enriched in estrogen-related and cell division pathways.ConclusionThis study provided translational insights, enhancing the current understanding of testicular pathogenesis and contributing to the diagnosis and treatment of cryptorchidism.
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SciLite annotations
chemicals 40
estrogen
estrogen
estrogen
estrogen
estrogen
estrogen
progesterone
androgen
estrogen
diethylstilbestrol
estrogen
estrogen
estrogen
estrogen
estrogen
estrogen
estrogen
estrogen
estrogen
estrogen
estrogen
estrogen
estrogen
estrogen
estrogen
estrogen
progesterone
estrogen
estrogen
estrogen
palmitoyl amino acid
progesterone
estrogen
estrogen
estrogen
estrogen
estrogen
estrogen
estrogen
estrogen
organisms 6
transgenic mice
noordeloos 2009062
suid herpesvirus 1 strain kaplan
human
rodents
suid herpesvirus 1 strain kaplan
Source provenance
- europepmc
- last seen: 2026-09-20T09:27:46.357103+00:00
- scilite
- last seen: 2026-09-20T10:02:19.494152+00:00
License: CC-BY-4.0
· commercial use OK
· attribution required
Per Europe PMC
Per Europe PMC