Identifying molecular phenotypes in sepsis: an analysis of two prospective observational cohorts and secondary analysis of two randomised controlled trials

医学 急性呼吸窘迫综合征 感染性休克 一致性 前瞻性队列研究 败血症 内科学 免疫学
作者
Pratik Sinha,V. Eric Kerchberger,Andrew Willmore,Julia Chambers,Hanjing Zhuo,Jason Abbott,Chayse Jones,Nancy Wickersham,Nelson Wu,Lucile Neyton,Charles Langelier,Eran Mick,June He,Alejandra Jauregui,Matthew M Churpek,Antonio Gómez,Carolyn M. Hendrickson,Kirsten N. Kangelaris,Aartik Sarma,Aleksandra Leligdowicz,Kevin Delucchi,Kathleen D. Liu,James A. Russell,Michael A. Matthay,Keith R. Walley,Lorraine B. Ware,Carolyn S. Calfee
出处
期刊:The Lancet Respiratory Medicine [Elsevier]
卷期号:11 (11): 965-974 被引量:13
标识
DOI:10.1016/s2213-2600(23)00237-0
摘要

Background In sepsis and acute respiratory distress syndrome (ARDS), heterogeneity has contributed to difficulty identifying effective pharmacotherapies. In ARDS, two molecular phenotypes (hypoinflammatory and hyperinflammatory) have consistently been identified, with divergent outcomes and treatment responses. In this study, we sought to derive molecular phenotypes in critically ill adults with sepsis, determine their overlap with previous ARDS phenotypes, and evaluate whether they respond differently to treatment in completed sepsis trials. Methods We used clinical data and plasma biomarkers from two prospective sepsis cohorts, the Validating Acute Lung Injury biomarkers for Diagnosis (VALID) study (N=1140) and the Early Assessment of Renal and Lung Injury (EARLI) study (N=818), in latent class analysis (LCA) to identify the optimal number of classes in each cohort independently. We used validated models trained to classify ARDS phenotypes to evaluate concordance of sepsis and ARDS phenotypes. We applied these models retrospectively to the previously published Prospective Recombinant Human Activated Protein C Worldwide Evaluation in Severe Sepsis and Septic Shock (PROWESS-SHOCK) trial and Vasopressin and Septic Shock Trial (VASST) to assign phenotypes and evaluate heterogeneity of treatment effect. Findings A two-class model best fit both VALID and EARLI (p<0·0001). In VALID, 804 (70·5%) of the 1140 patients were classified as hypoinflammatory and 336 (29·5%) as hyperinflammatory; in EARLI, 530 (64·8%) of 818 were hypoinflammatory and 288 (35·2%) hyperinflammatory. We observed higher plasma pro-inflammatory cytokines, more vasopressor use, more bacteraemia, lower protein C, and higher mortality in the hyperinflammatory than in the hypoinflammatory phenotype (p<0·0001 for all). Classifier models indicated strong concordance between sepsis phenotypes and previously identified ARDS phenotypes (area under the curve 0·87–0·96, depending on the model). Findings were similar excluding participants with both sepsis and ARDS. In PROWESS-SHOCK, 1142 (68·0%) of 1680 patients had the hypoinflammatory phenotype and 538 (32·0%) had the hyperinflammatory phenotype, and response to activated protein C differed by phenotype (p=0·0043). In VASST, phenotype proportions were similar to other cohorts; however, no treatment interaction with the type of vasopressor was observed (p=0·72). Interpretation Molecular phenotypes previously identified in ARDS are also identifiable in multiple sepsis cohorts and respond differently to activated protein C. Molecular phenotypes could represent a treatable trait in critical illness beyond the patient's syndromic diagnosis. Funding US National Institutes of Health.
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
1秒前
无花果应助wxy采纳,获得10
2秒前
2秒前
vasiliki发布了新的文献求助10
2秒前
3秒前
赤安完成签到,获得积分10
3秒前
沧浪江发布了新的文献求助10
4秒前
上官若男应助zhhl2006采纳,获得10
4秒前
lily完成签到,获得积分10
5秒前
5秒前
桐桐应助果禹鑫采纳,获得10
6秒前
李爱国应助阿飞采纳,获得10
7秒前
7秒前
小玲仔发布了新的文献求助10
7秒前
冷语发布了新的文献求助10
7秒前
7秒前
8秒前
LZH发布了新的文献求助10
8秒前
ark861023发布了新的文献求助10
8秒前
毅宁静610完成签到,获得积分10
8秒前
lily发布了新的文献求助10
9秒前
9秒前
大模型应助戈多采纳,获得10
9秒前
传奇3应助祭酒采纳,获得10
9秒前
cctv18应助梨炒栗子采纳,获得10
10秒前
夏紊发布了新的文献求助10
11秒前
12秒前
pps发布了新的文献求助10
13秒前
13秒前
wangfan发布了新的文献求助10
15秒前
15秒前
16秒前
16秒前
火星上的玉米完成签到,获得积分10
18秒前
18秒前
阿飞发布了新的文献求助10
18秒前
zm发布了新的文献求助10
18秒前
18秒前
18秒前
田様应助缓慢小绵羊采纳,获得10
19秒前
高分求助中
The three stars each : the Astrolabes and related texts 1070
Manual of Clinical Microbiology, 4 Volume Set (ASM Books) 13th Edition 1000
Hieronymi Mercurialis Foroliviensis De arte gymnastica libri sex: In quibus exercitationum omnium vetustarum genera, loca, modi, facultates, & ... exercitationes pertinet diligenter explicatur Hardcover – 26 August 2016 900
Sport in der Antike 800
De arte gymnastica. The art of gymnastics 600
Sport in der Antike Hardcover – March 1, 2015 500
Boris Pesce - Gli impiegati della Fiat dal 1955 al 1999 un percorso nella memoria 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 有机化学 工程类 生物化学 纳米技术 物理 内科学 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 电极 光电子学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 2403390
求助须知:如何正确求助?哪些是违规求助? 2102336
关于积分的说明 5304757
捐赠科研通 1829944
什么是DOI,文献DOI怎么找? 911923
版权声明 560458
科研通“疑难数据库(出版商)”最低求助积分说明 487581