已入深夜,您辛苦了!由于当前在线用户较少,发布求助请尽量完整地填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!祝你早点完成任务,早点休息,好梦!

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
刚刚
CodeCraft应助小淼采纳,获得10
刚刚
2秒前
3秒前
郭子啊完成签到 ,获得积分10
5秒前
MKjou发布了新的文献求助10
5秒前
Nole应助1111采纳,获得10
6秒前
6秒前
7秒前
galaxy发布了新的文献求助10
7秒前
江户川新一完成签到,获得积分20
9秒前
nano发布了新的文献求助10
11秒前
11秒前
12秒前
LUMOS完成签到,获得积分10
12秒前
14秒前
苹果孤云完成签到,获得积分10
14秒前
李子啊完成签到 ,获得积分10
16秒前
KEYANTONGTONG发布了新的文献求助10
16秒前
TQY完成签到,获得积分10
16秒前
今后应助liao采纳,获得10
19秒前
Owen应助谦让的太阳采纳,获得10
20秒前
聪明平灵完成签到 ,获得积分10
20秒前
啊啊啊完成签到,获得积分10
20秒前
芦芦应助苹果苞络采纳,获得10
23秒前
英姑应助shi hui采纳,获得10
23秒前
24秒前
24秒前
25秒前
v0id应助lll采纳,获得10
25秒前
26秒前
27秒前
27秒前
27秒前
山260完成签到 ,获得积分10
28秒前
科目三应助小鱼采纳,获得10
29秒前
终抵星空发布了新的文献求助10
29秒前
huang_xiaohuo发布了新的文献求助10
31秒前
31秒前
实验做完了迈完成签到,获得积分20
32秒前
高分求助中
Markov Chain Monte Carlo 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
Common Foundations of American and East Asian Modernisation: From Alexander Hamilton to Junichero Koizumi 1500
Weaponeering: An Introduction Fourth Edition, Volume 1 1000
Advanced Weaponeering Fourth Edition, Volume 2 1000
悉尼大学博士学位论文,题目:Modelling and testing of one-sided stitched laminated composites. 作者:Kristopher P. Plain 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 7512300
求助须知:如何正确求助?哪些是违规求助? 9100895
关于积分的说明 19425474
捐赠科研通 7118774
什么是DOI,文献DOI怎么找? 3253241
关于科研通互助平台的介绍 2422061
邀请新用户注册赠送积分活动 2239719