A novel microRNA-based prognostic model outperforms standard prognostic models in patients with acetaminophen-induced acute liver failure

医学 小RNA 逻辑回归 对乙酰氨基酚 内科学 比例危险模型 肝衰竭 肿瘤科 时间点 药理学 生物 基因 生物化学 哲学 美学
作者
Oliver Tavabie,Constantine Karvellas,Albert Salehi,Jaime L. Speiser,Christopher F. Rose,Krishna Menon,Andreas Prachalias,Michael A. Heneghan,Kosh Agarwal,William M. Lee,Mark McPhail,Varuna Aluvihare,W.M. Lee,Anne M. Larson,Iris Liou,Oren K. Fix,Michael L. Schilsky,Timothy M. McCashland,J. Eileen Hay,Natalie Murray,A. Obaid S. Shaikh,Andrés T. Blei,Daniel Ganger,Atif Zaman,Steven Han,Robert S. Hoffman,Brendan M. McGuire,Raymond T. Chung,Alastair D. Smith,Robert S. Rahimi,Jeffrey S. Crippin,Edwin Harrison,Adrian Reuben,Santiago J. Muñoz,K. Rajender Reddy,R. Todd Stravitz,Lorenzo Rossaro,Raj Satyanarayana,Tarek Hassanein,Constantine Karvellas,Jodi Olson,Ram Subramanian,James Hanje,Bilal Hameed,Ezmina Lalani,Carla Pezzia,Corron Sanders,Nahid Attar,Linda S. Hynan,Valerie Durkalski,Wenle Zhao,Jaime L. Speiser,Catherine Dillon,Holly Battenhouse,Michelle Gottfried
出处
期刊:Journal of Hepatology [Elsevier BV]
卷期号:75 (2): 424-434 被引量:27
标识
DOI:10.1016/j.jhep.2021.03.013
摘要

Acetaminophen (APAP)-induced acute liver failure (ALF) remains the most common cause of ALF in the Western world. Conventional prognostic models, utilising markers of liver injury and organ failure, lack sensitivity for mortality prediction. We previously identified a microRNA signature that is associated with successful regeneration post-auxiliary liver transplant and with recovery from APAP-ALF. Herein, we aimed to use this microRNA signature to develop outcome prediction models for APAP-ALF.We undertook a nested, case-control study using serum samples from 194 patients with APAP-ALF enrolled in the US ALF Study Group registry (1998-2014) at early (day 1-2) and late (day 3-5) time-points. A microRNA qPCR panel of 22 microRNAs was utilised to assess microRNA expression at both time-points. Multiple logistic regression was used to develop models which were compared to conventional prognostic models using the DeLong method.Individual microRNAs confer limited prognostic value when utilised in isolation. However, incorporating them within microRNA-based outcome prediction models increases their clinical utility. Our early time-point model (AUC = 0.78, 95% CI 0.71-0.84) contained a microRNA signature associated with liver regeneration and our late time-point model (AUC = 0.83, 95% CI 0.76-0.89) contained a microRNA signature associated with cell-death. Both models were enhanced when combined with model for end-stage liver disease (MELD) score and vasopressor use and both outperformed the King's College criteria. The early time-point model combined with clinical parameters outperformed the ALF Study Group prognostic index and the MELD score.Our findings demonstrate that a regeneration-linked microRNA signature combined with readily available clinical parameters can outperform existing prognostic models for ALF in identifying patients with poor prognosis who may benefit from transplantation.While acute liver failure can be reversible, some patients will die without a liver transplant. We show that blood test markers that measure the potential for liver recovery may help improve identification of patients unlikely to survive acute liver failure who may benefit from a liver transplant.

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
nn发布了新的文献求助10
刚刚
平淡鱼发布了新的文献求助10
刚刚
刚刚
寒松发布了新的文献求助10
刚刚
xixi很困完成签到,获得积分10
1秒前
楼一笑发布了新的文献求助10
1秒前
爱笑绮南完成签到,获得积分10
3秒前
彭于晏应助潇洒夜安采纳,获得10
3秒前
David发布了新的文献求助10
3秒前
xingxingxing完成签到,获得积分10
4秒前
阿香子完成签到,获得积分10
4秒前
4秒前
4秒前
5秒前
stray1221发布了新的文献求助10
5秒前
善学以致用应助nn采纳,获得10
6秒前
凶狠的乐巧完成签到,获得积分10
7秒前
英姑应助思瀚采纳,获得10
7秒前
Zy189发布了新的文献求助20
7秒前
7秒前
黄小翰完成签到,获得积分10
7秒前
7秒前
小巧念露完成签到,获得积分10
7秒前
李健的小迷弟应助嗯呐采纳,获得10
8秒前
9秒前
一个醇祝完成签到,获得积分10
10秒前
科目三应助hh采纳,获得10
10秒前
tianyu发布了新的文献求助60
10秒前
暴躁的以晴完成签到 ,获得积分10
10秒前
吱吱完成签到,获得积分10
12秒前
12秒前
13秒前
爱吃橙子完成签到 ,获得积分20
13秒前
Erich完成签到 ,获得积分10
14秒前
14秒前
14秒前
chenling完成签到,获得积分10
15秒前
丘比特应助平淡鱼采纳,获得10
15秒前
鸟兽兽应助川上富江采纳,获得10
16秒前
RenWeng发布了新的文献求助10
16秒前
高分求助中
(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
The Wiley Blackwell Companion to Diachronic and Historical Linguistics 3000
The impact of workplace variables on juvenile probation officers’ job satisfaction 1000
When the badge of honor holds no meaning anymore 1000
HANDBOOK OF CHEMISTRY AND PHYSICS 106th edition 1000
ASPEN Adult Nutrition Support Core Curriculum, Fourth Edition 1000
AnnualResearch andConsultation Report of Panorama survey and Investment strategy onChinaIndustry 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 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6280904
求助须知:如何正确求助?哪些是违规求助? 8099944
关于积分的说明 16934900
捐赠科研通 5348352
什么是DOI,文献DOI怎么找? 2842981
邀请新用户注册赠送积分活动 1820312
关于科研通互助平台的介绍 1677251