用于预测非梗阻性无精子症患者睾丸取精率的血清中睾丸环状 RNA 检测模型。

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
ACS Applied Electronic Materials Pub Date : 2024-11-01 Epub Date: 2024-02-29 DOI:10.1111/andr.13617
Mo-Qi Lv, Yan-Qi Yang, Yi-Xin Li, Liang Zhou, Pan Ge, Rui-Fang Sun, Jian Zhang, Jun-Cheng Gao, Liu-Qing Qu, Qi-Ya Jing, Pin-Cheng Li, Yu-Jia Yan, Hai-Xu Wang, He-Cheng Li, Dang-Xia Zhou
{"title":"用于预测非梗阻性无精子症患者睾丸取精率的血清中睾丸环状 RNA 检测模型。","authors":"Mo-Qi Lv, Yan-Qi Yang, Yi-Xin Li, Liang Zhou, Pan Ge, Rui-Fang Sun, Jian Zhang, Jun-Cheng Gao, Liu-Qing Qu, Qi-Ya Jing, Pin-Cheng Li, Yu-Jia Yan, Hai-Xu Wang, He-Cheng Li, Dang-Xia Zhou","doi":"10.1111/andr.13617","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Microdissection testicular sperm extraction is an effective method to retrieve sperm from non-obstructive azoospermia patients. However, its successful rate is less than 50%.</p><p><strong>Objectives: </strong>To identify the predictive value of circular RNAs in serum for sperm retrieval rate in non-obstructive azoospermia patients.</p><p><strong>Materials and methods: </strong>180 non-obstructive azoospermia patients were recruited in this study, including 84 individuals with successful sperm retrieval and 96 individuals with failed sperm retrieval. Our study contained two phases. First, 20 patients, selected from the 180 patients, were included in screening cohort. In this cohort, the top 20 circular RNAs from our previous testicular circRNA profiles were verified between successful and failed sperm retrieval groups using real-time polymerase chain reaction. Six circular RNAs with the most significantly different expressions were selected for further verification. Second, the 180 patients were included as discovery cohort to verify the six circular RNAs. Circular RNAs were extracted from serum in each participant. Logistic regression analysis was further performed to identify the predictive value and the area under the curve analysis was used to evaluate diagnostic efficiency, sensitivity, and specificity.</p><p><strong>Results: </strong>Six circular RNAs including hsa_circ_0058058, hsa_circ_0008045, hsa_circ_0084789, hsa_circ_0000550, hsa_circ_0007422, and hsa_circ_0004099 showed aberrant expressions between the successful and failed sperm retrieval group. In addition, both single-circular RNA panels and multi-circular RNA panels were finally verified to be significant in predicting sperm retrieval rate. Notably, multi-circular RNAs panels demonstrated better predictive abilities compared with single-circRNA panels, and the combined panel of six-circular RNAs (risk score = 1.094×hsa_circ_0058058+0.697×hsa_circ_0008045+0.718×hsa_circ_0084789-0.591×hsa_circ_0000550-0.435×hsa_circ_0007422-1.017×hsa_circ_0004099-1.561) exhibited the best predictive ability in the present study with an AUC of 0.977, a sensitivity of 91.7% and a specificity of 86.5%. A higher risk score indicated a higher risk of failure in sperm retrieval.</p><p><strong>Discussion and conclusion: </strong>Our study was the first to report that testis-derived circular RNAs in serum have the ability to predict sperm retrieval rate in non-obstructive azoospermia patients, whether it is a single-circular RNA or a combination of multi-circular RNAs.</p>","PeriodicalId":3,"journal":{"name":"ACS Applied Electronic Materials","volume":null,"pages":null},"PeriodicalIF":4.3000,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A detection model of testis-derived circular RNAs in serum for predicting testicular sperm retrieval rate in non-obstructive azoospermia patients.\",\"authors\":\"Mo-Qi Lv, Yan-Qi Yang, Yi-Xin Li, Liang Zhou, Pan Ge, Rui-Fang Sun, Jian Zhang, Jun-Cheng Gao, Liu-Qing Qu, Qi-Ya Jing, Pin-Cheng Li, Yu-Jia Yan, Hai-Xu Wang, He-Cheng Li, Dang-Xia Zhou\",\"doi\":\"10.1111/andr.13617\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Microdissection testicular sperm extraction is an effective method to retrieve sperm from non-obstructive azoospermia patients. However, its successful rate is less than 50%.</p><p><strong>Objectives: </strong>To identify the predictive value of circular RNAs in serum for sperm retrieval rate in non-obstructive azoospermia patients.</p><p><strong>Materials and methods: </strong>180 non-obstructive azoospermia patients were recruited in this study, including 84 individuals with successful sperm retrieval and 96 individuals with failed sperm retrieval. Our study contained two phases. First, 20 patients, selected from the 180 patients, were included in screening cohort. In this cohort, the top 20 circular RNAs from our previous testicular circRNA profiles were verified between successful and failed sperm retrieval groups using real-time polymerase chain reaction. Six circular RNAs with the most significantly different expressions were selected for further verification. Second, the 180 patients were included as discovery cohort to verify the six circular RNAs. Circular RNAs were extracted from serum in each participant. Logistic regression analysis was further performed to identify the predictive value and the area under the curve analysis was used to evaluate diagnostic efficiency, sensitivity, and specificity.</p><p><strong>Results: </strong>Six circular RNAs including hsa_circ_0058058, hsa_circ_0008045, hsa_circ_0084789, hsa_circ_0000550, hsa_circ_0007422, and hsa_circ_0004099 showed aberrant expressions between the successful and failed sperm retrieval group. In addition, both single-circular RNA panels and multi-circular RNA panels were finally verified to be significant in predicting sperm retrieval rate. Notably, multi-circular RNAs panels demonstrated better predictive abilities compared with single-circRNA panels, and the combined panel of six-circular RNAs (risk score = 1.094×hsa_circ_0058058+0.697×hsa_circ_0008045+0.718×hsa_circ_0084789-0.591×hsa_circ_0000550-0.435×hsa_circ_0007422-1.017×hsa_circ_0004099-1.561) exhibited the best predictive ability in the present study with an AUC of 0.977, a sensitivity of 91.7% and a specificity of 86.5%. A higher risk score indicated a higher risk of failure in sperm retrieval.</p><p><strong>Discussion and conclusion: </strong>Our study was the first to report that testis-derived circular RNAs in serum have the ability to predict sperm retrieval rate in non-obstructive azoospermia patients, whether it is a single-circular RNA or a combination of multi-circular RNAs.</p>\",\"PeriodicalId\":3,\"journal\":{\"name\":\"ACS Applied Electronic Materials\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":4.3000,\"publicationDate\":\"2024-11-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"ACS Applied Electronic Materials\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1111/andr.13617\",\"RegionNum\":3,\"RegionCategory\":\"材料科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2024/2/29 0:00:00\",\"PubModel\":\"Epub\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"ACS Applied Electronic Materials","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1111/andr.13617","RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/2/29 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0

摘要

背景:显微解剖睾丸取精术是一种从非梗阻性无精子症患者体内提取精子的有效方法。然而,其成功率不到 50%:材料与方法:本研究招募了 180 名非梗阻性无精子症患者,其中 84 人取精成功,96 人取精失败。我们的研究分为两个阶段。首先,从 180 名患者中筛选出 20 名患者纳入筛选队列。在这个队列中,我们使用实时聚合酶链式反应验证了取精成功组和取精失败组之前的睾丸循环 RNA 图谱中排名前 20 位的循环 RNA。筛选出六条表达差异最大的环状 RNA 进行进一步验证。其次,将 180 名患者作为发现队列,以验证这六条环状 RNA。从每位参与者的血清中提取循环 RNA。进一步进行逻辑回归分析以确定预测价值,并使用曲线下面积分析评估诊断效率、灵敏度和特异性:结果:包括hsa_circ_0058058、hsa_circ_0008045、hsa_circ_0084789、hsa_circ_0000550、hsa_circ_0007422和hsa_circ_0004099在内的六种环状RNA在取精成功组和取精失败组之间出现异常表达。此外,单环 RNA 面板和多环 RNA 面板最终被证实在预测取精率方面具有重要意义。值得注意的是,与单循环 RNA 面板相比,多循环 RNA 面板显示出更好的预测能力,六循环 RNA 的组合面板(风险评分 = 1.094×hsa_circ_0058058+0.697×hsa_circ_0008045+0.718×hsa_circ_0084789-0.591×hsa_circ_0000550-0.435×hsa_circ_0007422-1.017×hsa_circ_0004099-1.561) 在本研究中表现出最佳预测能力,AUC 为 0.977,灵敏度为 91.7%,特异度为 86.5%。风险评分越高,取精失败的风险越高:我们的研究首次报道了血清中的睾丸环状RNA能够预测非梗阻性无精子症患者的取精率,无论是单一环状RNA还是多环状RNA组合。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A detection model of testis-derived circular RNAs in serum for predicting testicular sperm retrieval rate in non-obstructive azoospermia patients.

Background: Microdissection testicular sperm extraction is an effective method to retrieve sperm from non-obstructive azoospermia patients. However, its successful rate is less than 50%.

Objectives: To identify the predictive value of circular RNAs in serum for sperm retrieval rate in non-obstructive azoospermia patients.

Materials and methods: 180 non-obstructive azoospermia patients were recruited in this study, including 84 individuals with successful sperm retrieval and 96 individuals with failed sperm retrieval. Our study contained two phases. First, 20 patients, selected from the 180 patients, were included in screening cohort. In this cohort, the top 20 circular RNAs from our previous testicular circRNA profiles were verified between successful and failed sperm retrieval groups using real-time polymerase chain reaction. Six circular RNAs with the most significantly different expressions were selected for further verification. Second, the 180 patients were included as discovery cohort to verify the six circular RNAs. Circular RNAs were extracted from serum in each participant. Logistic regression analysis was further performed to identify the predictive value and the area under the curve analysis was used to evaluate diagnostic efficiency, sensitivity, and specificity.

Results: Six circular RNAs including hsa_circ_0058058, hsa_circ_0008045, hsa_circ_0084789, hsa_circ_0000550, hsa_circ_0007422, and hsa_circ_0004099 showed aberrant expressions between the successful and failed sperm retrieval group. In addition, both single-circular RNA panels and multi-circular RNA panels were finally verified to be significant in predicting sperm retrieval rate. Notably, multi-circular RNAs panels demonstrated better predictive abilities compared with single-circRNA panels, and the combined panel of six-circular RNAs (risk score = 1.094×hsa_circ_0058058+0.697×hsa_circ_0008045+0.718×hsa_circ_0084789-0.591×hsa_circ_0000550-0.435×hsa_circ_0007422-1.017×hsa_circ_0004099-1.561) exhibited the best predictive ability in the present study with an AUC of 0.977, a sensitivity of 91.7% and a specificity of 86.5%. A higher risk score indicated a higher risk of failure in sperm retrieval.

Discussion and conclusion: Our study was the first to report that testis-derived circular RNAs in serum have the ability to predict sperm retrieval rate in non-obstructive azoospermia patients, whether it is a single-circular RNA or a combination of multi-circular RNAs.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信