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的填写文献信息,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 美学 哲学
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]
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.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

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
Owen应助ZMY采纳,获得10
刚刚
刚刚
1秒前
2秒前
cy发布了新的文献求助10
2秒前
搜集达人应助科研通管家采纳,获得10
2秒前
完美世界应助科研通管家采纳,获得10
2秒前
shinysparrow应助科研通管家采纳,获得50
2秒前
科研通AI2S应助科研通管家采纳,获得10
2秒前
Orange应助科研通管家采纳,获得10
2秒前
2秒前
2秒前
2秒前
2秒前
6秒前
Lucas应助cxmy采纳,获得10
6秒前
7秒前
7秒前
青年才俊发布了新的文献求助10
8秒前
10秒前
小二郎应助小叶采纳,获得10
11秒前
越啊发布了新的文献求助10
11秒前
仙鹤完成签到,获得积分10
11秒前
12秒前
ZMY发布了新的文献求助10
13秒前
青年才俊发布了新的文献求助10
13秒前
14秒前
颜哈哈发布了新的文献求助10
15秒前
17秒前
kikeva发布了新的文献求助10
18秒前
18秒前
18秒前
星辰大海应助ZMY采纳,获得10
20秒前
yocii发布了新的文献求助10
20秒前
OCDer应助FODCOC采纳,获得200
20秒前
22秒前
鸿鹄发布了新的文献求助10
24秒前
呆呆发布了新的文献求助10
25秒前
火火火发布了新的文献求助10
25秒前
风中的玲完成签到,获得积分10
28秒前
高分求助中
rhetoric, logic and argumentation: a guide to student writers 1000
QMS18Ed2 | process management. 2nd ed 1000
One Man Talking: Selected Essays of Shao Xunmei, 1929–1939 1000
A Chronicle of Small Beer: The Memoirs of Nan Green 1000
Understanding Autism and Autistic Functioning 950
From Rural China to the Ivy League: Reminiscences of Transformations in Modern Chinese History 900
Eric Dunning and the Sociology of Sport 850
热门求助领域 (近24小时)
化学 医学 材料科学 生物 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 物理化学 催化作用 免疫学 细胞生物学 电极
热门帖子
关注 科研通微信公众号,转发送积分 2915775
求助须知:如何正确求助?哪些是违规求助? 2554782
关于积分的说明 6911632
捐赠科研通 2216114
什么是DOI,文献DOI怎么找? 1177951
版权声明 588353
科研通“疑难数据库(出版商)”最低求助积分说明 576573