Vaginal Microbiome Components as Correlates of Cervical Human Papillomavirus Infection

微生物群 逻辑回归 置信区间 接收机工作特性 内科学 人乳头瘤病毒 逐步回归 宫颈癌 医学 生物 生物信息学 癌症
作者
Júlia Andrade Pessoa Morales,Camila Marconi,Mariam El‐Zein,Jacques Ravel,Gabriel Victor da Silva Pinto,R. C.V. da Silveira,Moisés Diôgo de Lima,Newton Sérgio de Carvalho,Rosane Ribeiro Figueiredo Alves,Cristina Maria Garcia de Lima Pàrada,Sandra Helena Morais Leite,Luísa Lina Villa,Eduardo L. Franco,Márcia Guimarães da Silva
出处
期刊:The Journal of Infectious Diseases [Oxford University Press]
卷期号:226 (6): 1084-1097 被引量:7
标识
DOI:10.1093/infdis/jiab547
摘要

Abstract Background Interplay between vaginal microbiome and human papillomavirus (HPV) remains unclear, partly due to heterogeneity of microbiota. Methods We used data from 546 women enrolled in a cross-sectional study in 5 Brazil. We genotyped vaginal samples for HPV and sequenced V3–V4 region of 16S rRNA gene for vaginal microbiome analysis. We used stepwise logistic regression to construct 2 linear scores to predict high-risk HPV (hrHPV) positivity: one based exclusively on presence of individual bacterial taxa (microbiome-based [MB] score) and the other exclusively on participants’ sociodemographic, behavioral, and clinical (SBC) characteristics. MB score combined coefficients of 30 (of 116) species. SBC score retained 6 of 25 candidate variables. We constructed receiver operating characteristic curves for scores as hrHPV correlates and compared areas under the curve (AUC) and 95% confidence intervals (CI). Results Overall, prevalence of hrHPV was 15.8%, and 26.2% had a Lactobacillus-depleted microbiome. AUCs were 0.8022 (95% CI, .7517–.8527) for MB score and 0.7027 (95% CI, .6419–.7636) for SBC score (P = .0163). Conclusions The proposed MB score is strongly correlated with hrHPV positivity—exceeding the predictive value of behavioral variables—suggesting its potential as an indicator of infection and possible value for clinical risk stratification.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
刚刚
1秒前
zhuoai完成签到,获得积分10
3秒前
小马甲应助haowent采纳,获得10
4秒前
陈兴跃应助仙林AK47采纳,获得10
7秒前
8秒前
华仔应助Achhz采纳,获得10
9秒前
11秒前
可爱的函函应助Vee采纳,获得10
12秒前
Yi羿完成签到 ,获得积分10
12秒前
16秒前
木棉完成签到,获得积分10
17秒前
weishang完成签到,获得积分20
17秒前
万能图书馆应助lin采纳,获得10
18秒前
123完成签到,获得积分10
20秒前
Orange应助可靠的公爵熊采纳,获得10
21秒前
李爱国应助楼十八采纳,获得10
22秒前
李健的粉丝团团长应助shw采纳,获得10
23秒前
沉静的蜗牛完成签到,获得积分10
23秒前
25秒前
慕青应助lin采纳,获得10
25秒前
温暖的白猫完成签到,获得积分10
28秒前
热干面完成签到,获得积分10
29秒前
彬彬嘉完成签到,获得积分10
29秒前
29秒前
上官若男应助杨文静采纳,获得10
30秒前
辛勤寻凝完成签到,获得积分10
31秒前
浮生完成签到,获得积分10
32秒前
Xin完成签到,获得积分10
32秒前
Jasper应助lin采纳,获得10
32秒前
高海龙完成签到 ,获得积分10
33秒前
脑洞疼应助cellphone采纳,获得10
33秒前
captainHc完成签到,获得积分10
33秒前
长情无心发布了新的文献求助10
33秒前
Vee发布了新的文献求助10
34秒前
浮生发布了新的文献求助10
35秒前
39秒前
Yonina完成签到,获得积分10
40秒前
40秒前
41秒前
高分求助中
Principles of Economics, 11th Edition 10000
University Physics with Modern Physics, 16th edition 10000
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Development of a Bridge Weigh-In-Motion System: A technology to convert the bridge response to the passage of traffic into data on vehicle configurations, speeds, times of travel and weights 1000
Molecular Mechanisms of Photosynthesis, 4th Edition 1000
Organic Reactions, Volume 116 1000
Current concepts in cutaneous toxicity : proceedings of the Fourth Conference on Cutaneous Toxicity, Washington, D.C., May 9-11, 1979 1000
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 内科学 物理 复合材料 催化作用 细胞生物学 无机化学 光电子学 物理化学 电极 基因
热门帖子
关注 科研通微信公众号,转发送积分 7265624
求助须知:如何正确求助?哪些是违规求助? 8886567
关于积分的说明 18782171
捐赠科研通 6943134
什么是DOI,文献DOI怎么找? 3202965
关于科研通互助平台的介绍 2376073
邀请新用户注册赠送积分活动 2178825