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
CANAAN完成签到,获得积分10
1秒前
研友_VZG7GZ应助ttt采纳,获得10
1秒前
SciGPT应助ttt采纳,获得10
1秒前
gaogao292完成签到,获得积分10
1秒前
尚桥发完成签到 ,获得积分10
1秒前
已投必中发布了新的文献求助10
1秒前
MM完成签到,获得积分10
1秒前
yy完成签到,获得积分10
2秒前
ding应助季末清仓采纳,获得30
4秒前
林顺绥发布了新的文献求助10
5秒前
7秒前
典雅寻桃完成签到,获得积分10
8秒前
8秒前
whisper完成签到,获得积分10
9秒前
9秒前
9秒前
10秒前
等待盼雁发布了新的文献求助10
11秒前
无极微光应助彡沒采纳,获得20
11秒前
星宫金魁完成签到,获得积分10
13秒前
13秒前
科研通AI6.3应助ucas采纳,获得30
15秒前
oppsyaya发布了新的文献求助10
15秒前
15秒前
1nooooo发布了新的文献求助10
16秒前
16秒前
zkx发布了新的文献求助10
16秒前
molihuakai应助优秀傲松采纳,获得10
16秒前
17秒前
17秒前
zhengyalan完成签到 ,获得积分10
18秒前
小恩完成签到,获得积分10
18秒前
kyt发布了新的文献求助10
20秒前
20秒前
梦梦发布了新的文献求助10
20秒前
yy发布了新的文献求助10
22秒前
蛋黄酥酥发布了新的文献求助10
22秒前
我是老大应助小暄采纳,获得10
24秒前
慕耶完成签到,获得积分10
24秒前
25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
ズームレンズの光学設計に関する研究 800
Fundamentals of Pharmaceutical and Biologics Regulations: A Global Perspective, Second Edition 700
Matrix Methods in Data Mining and Pattern Recognition Second Edition 610
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 7284497
求助须知:如何正确求助?哪些是违规求助? 8905231
关于积分的说明 18842718
捐赠科研通 6954665
什么是DOI,文献DOI怎么找? 3207883
关于科研通互助平台的介绍 2378097
邀请新用户注册赠送积分活动 2183458