Haoyu Yang , Cancan Wang , Wenxuan Li , Xin Su , Mengyuan Li , Qian Li , Xiang-Hong Xu , Liping Jin
{"title":"基于RNA测序的脱个体化基因表达研究内参基因的选择与验证","authors":"Haoyu Yang , Cancan Wang , Wenxuan Li , Xin Su , Mengyuan Li , Qian Li , Xiang-Hong Xu , Liping Jin","doi":"10.1016/j.repbio.2025.101023","DOIUrl":null,"url":null,"abstract":"<div><div>Decidualization is a multistep and complex physiological process used to aid the development of an implanting embryo. To date, the potential genes regulating decidualization have not been elucidated. Reverse transcription quantitative polymerase chain reaction (RT-qPCR) is widely used in gene expression studies, with relative quantification being the predominant method due to its simplicity, cost-effectiveness, and lower sample requirements. This method determines gene expression levels by normalizing to reference genes. However, the selection of stable reference genes for studies on decidualization remains a challenge. Based on the RNA-seq dataset from human endometrial stromal cells (ESCs) and differentiated ESCs (DESCs), ten new candidate reference genes were identified. The expression of these ten candidates, along with the commonly used reference gene β-actin, was measured in ESCs, DESCs, and decidual stromal cells (DSCs) through RT<img>qPCR. Five algorithms were used to systematically identify suitable reference genes. The results indicated that <em>Staufen double-stranded RNA binding protein 1 (STAU1)</em> was most stable for induced decidualization in vitro, showing consistent expression in ESCs and DSCs. Using <em>STAU1</em> as the reference gene, the expression levels of <em>insulin like growth factor binding protein 1</em> and <em>prolactin</em> in DESCs were significantly higher than those in ESCs. <em>Stau1</em> was further validated with both natural pregnancy and artificially induced decidualization mouse models. Based on our bioinformatics analysis, we also propose that <em>kelch like family member 9</em> and <em>TSC complex subunit 1</em> may serve as additional reference genes. Our findings offer valuable insights for gene expression studies of endometrial decidualization.</div></div>","PeriodicalId":21018,"journal":{"name":"Reproductive biology","volume":"25 2","pages":"Article 101023"},"PeriodicalIF":2.5000,"publicationDate":"2025-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Selection and validation of reference genes for gene expression studies of decidualization based on RNA sequencing\",\"authors\":\"Haoyu Yang , Cancan Wang , Wenxuan Li , Xin Su , Mengyuan Li , Qian Li , Xiang-Hong Xu , Liping Jin\",\"doi\":\"10.1016/j.repbio.2025.101023\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Decidualization is a multistep and complex physiological process used to aid the development of an implanting embryo. To date, the potential genes regulating decidualization have not been elucidated. Reverse transcription quantitative polymerase chain reaction (RT-qPCR) is widely used in gene expression studies, with relative quantification being the predominant method due to its simplicity, cost-effectiveness, and lower sample requirements. This method determines gene expression levels by normalizing to reference genes. However, the selection of stable reference genes for studies on decidualization remains a challenge. Based on the RNA-seq dataset from human endometrial stromal cells (ESCs) and differentiated ESCs (DESCs), ten new candidate reference genes were identified. The expression of these ten candidates, along with the commonly used reference gene β-actin, was measured in ESCs, DESCs, and decidual stromal cells (DSCs) through RT<img>qPCR. Five algorithms were used to systematically identify suitable reference genes. The results indicated that <em>Staufen double-stranded RNA binding protein 1 (STAU1)</em> was most stable for induced decidualization in vitro, showing consistent expression in ESCs and DSCs. Using <em>STAU1</em> as the reference gene, the expression levels of <em>insulin like growth factor binding protein 1</em> and <em>prolactin</em> in DESCs were significantly higher than those in ESCs. <em>Stau1</em> was further validated with both natural pregnancy and artificially induced decidualization mouse models. Based on our bioinformatics analysis, we also propose that <em>kelch like family member 9</em> and <em>TSC complex subunit 1</em> may serve as additional reference genes. Our findings offer valuable insights for gene expression studies of endometrial decidualization.</div></div>\",\"PeriodicalId\":21018,\"journal\":{\"name\":\"Reproductive biology\",\"volume\":\"25 2\",\"pages\":\"Article 101023\"},\"PeriodicalIF\":2.5000,\"publicationDate\":\"2025-04-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Reproductive biology\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1642431X25000300\",\"RegionNum\":3,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"REPRODUCTIVE BIOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Reproductive biology","FirstCategoryId":"99","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1642431X25000300","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"REPRODUCTIVE BIOLOGY","Score":null,"Total":0}
Selection and validation of reference genes for gene expression studies of decidualization based on RNA sequencing
Decidualization is a multistep and complex physiological process used to aid the development of an implanting embryo. To date, the potential genes regulating decidualization have not been elucidated. Reverse transcription quantitative polymerase chain reaction (RT-qPCR) is widely used in gene expression studies, with relative quantification being the predominant method due to its simplicity, cost-effectiveness, and lower sample requirements. This method determines gene expression levels by normalizing to reference genes. However, the selection of stable reference genes for studies on decidualization remains a challenge. Based on the RNA-seq dataset from human endometrial stromal cells (ESCs) and differentiated ESCs (DESCs), ten new candidate reference genes were identified. The expression of these ten candidates, along with the commonly used reference gene β-actin, was measured in ESCs, DESCs, and decidual stromal cells (DSCs) through RTqPCR. Five algorithms were used to systematically identify suitable reference genes. The results indicated that Staufen double-stranded RNA binding protein 1 (STAU1) was most stable for induced decidualization in vitro, showing consistent expression in ESCs and DSCs. Using STAU1 as the reference gene, the expression levels of insulin like growth factor binding protein 1 and prolactin in DESCs were significantly higher than those in ESCs. Stau1 was further validated with both natural pregnancy and artificially induced decidualization mouse models. Based on our bioinformatics analysis, we also propose that kelch like family member 9 and TSC complex subunit 1 may serve as additional reference genes. Our findings offer valuable insights for gene expression studies of endometrial decidualization.
期刊介绍:
An official journal of the Society for Biology of Reproduction and the Institute of Animal Reproduction and Food Research of Polish Academy of Sciences in Olsztyn, Poland.
Reproductive Biology is an international, peer-reviewed journal covering all aspects of reproduction in vertebrates. The journal invites original research papers, short communications, review articles and commentaries dealing with reproductive physiology, endocrinology, immunology, molecular and cellular biology, receptor studies, animal breeding as well as andrology, embryology, infertility, assisted reproduction and contraception. Papers from both basic and clinical research will be considered.