Tiffanie K Jones1, Rui Feng2, V Eric Kerchberger3, John P Reilly1, Brian J Anderson1, Michael G S Shashaty1,2, Fan Wang4, Thomas G Dunn1, Thomas R Riley1, Jason Abbott5, Caroline A G Ittner1, David C Christiani6, Carmen Mikacenic7, Mark M Wurfel7, Lorraine B Ware3, Carolyn S Calfee8, Michael A Matthay5,8, Jason D Christie1,2, Nuala J Meyer1. 1. Pulmonary, Allergy, and Critical Care Medicine Division, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania. 2. Department of Biostatistics, Center for Clinical Epidemiology and Biostatistics, Epidemiology, and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania. 3. Division of Allergy, Pulmonary, and Critical Care Medicine, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee. 4. Department of Cardiovascular and Metabolic Sciences, Cleveland Clinic Lerner Research Institute, Cleveland, Ohio. 5. Department of Anesthesia, Cardiovascular Research Institute, and. 6. Harvard School of Public Health, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; and. 7. Division of Pulmonary, Critical Care, and Sleep Medicine, University of Washington, Seattle, Washington. 8. Division of Pulmonary and Critical Care Medicine, University of California, San Francisco, California.
Abstract
Rationale: Acute respiratory distress syndrome (ARDS) lacks known causal biomarkers. Plasma concentrations of sRAGE (soluble receptor for advanced glycation end products) strongly associate with ARDS risk. However, whether plasma sRAGE contributes causally to ARDS remains unknown. Objectives: Evaluate plasma sRAGE as a causal intermediate in ARDS by Mendelian randomization (MR), a statistical method to infer causality using observational data. Methods: We measured early plasma sRAGE in two critically ill populations with sepsis. The cohorts were whole-genome genotyped and phenotyped for ARDS. To select validated genetic instruments for MR, we regressed plasma sRAGE on genome-wide genotypes in both cohorts. The causal effect of plasma sRAGE on ARDS was inferred using the top variants with significant associations in both populations (P < 0.01, R2 > 0.02). We applied the inverse variance-weighted method to obtain consistent estimates of the causal effect of plasma sRAGE on ARDS risk.Measurements and Main Results: There were 393 European and 266 African ancestry patients in the first cohort and 843 European ancestry patients in the second cohort. Plasma sRAGE was strongly associated with ARDS risk in both populations (odds ratio, 1.86; 95% confidence interval [1.54-2.25]; 2.56 [2.14-3.06] per log increase). Using genetic instruments common to both populations, plasma sRAGE had a consistent causal effect on ARDS risk with a β estimate of 0.50 (95% confidence interval [0.09-0.91] per log increase).Conclusions: Plasma sRAGE is genetically regulated during sepsis, and MR analysis indicates that increased plasma sRAGE leads to increased ARDS risk, suggesting plasma sRAGE acts as a causal intermediate in sepsis-related ARDS.
Rationale: Acute respiratory distress syndrome (ARDS) lacks known causal biomarkers. Plasma concentrations of sRAGE (soluble receptor for advanced glycation end products) strongly associate with ARDS risk. However, whether plasma sRAGE contributes causally to ARDS remains unknown. Objectives: Evaluate plasma sRAGE as a causal intermediate in ARDS by Mendelian randomization (MR), a statistical method to infer causality using observational data. Methods: We measured early plasma sRAGE in two critically ill populations with sepsis. The cohorts were whole-genome genotyped and phenotyped for ARDS. To select validated genetic instruments for MR, we regressed plasma sRAGE on genome-wide genotypes in both cohorts. The causal effect of plasma sRAGE on ARDS was inferred using the top variants with significant associations in both populations (P < 0.01, R2 > 0.02). We applied the inverse variance-weighted method to obtain consistent estimates of the causal effect of plasma sRAGE on ARDS risk.Measurements and Main Results: There were 393 European and 266 African ancestry patients in the first cohort and 843 European ancestry patients in the second cohort. Plasma sRAGE was strongly associated with ARDS risk in both populations (odds ratio, 1.86; 95% confidence interval [1.54-2.25]; 2.56 [2.14-3.06] per log increase). Using genetic instruments common to both populations, plasma sRAGE had a consistent causal effect on ARDS risk with a β estimate of 0.50 (95% confidence interval [0.09-0.91] per log increase).Conclusions: Plasma sRAGE is genetically regulated during sepsis, and MR analysis indicates that increased plasma sRAGE leads to increased ARDS risk, suggesting plasma sRAGE acts as a causal intermediate in sepsis-related ARDS.
Authors: Weijing He; John Castiblanco; Elizabeth A Walter; Jason F Okulicz; Sunil K Ahuja Journal: Curr Opin HIV AIDS Date: 2010-11 Impact factor: 4.283
Authors: Manu Shankar-Hari; Gary S Phillips; Mitchell L Levy; Christopher W Seymour; Vincent X Liu; Clifford S Deutschman; Derek C Angus; Gordon D Rubenfeld; Mervyn Singer Journal: JAMA Date: 2016-02-23 Impact factor: 56.272
Authors: V Marco Ranieri; Gordon D Rubenfeld; B Taylor Thompson; Niall D Ferguson; Ellen Caldwell; Eddy Fan; Luigi Camporota; Arthur S Slutsky Journal: JAMA Date: 2012-06-20 Impact factor: 56.272
Authors: Deborah Lawlor; Rebecca Richmond; Nicole Warrington; George McMahon; George Davey Smith; Jack Bowden; David M Evans Journal: Wellcome Open Res Date: 2017-02-14
Authors: John P Reilly; Fan Wang; Tiffanie K Jones; Jessica A Palakshappa; Brian J Anderson; Michael G S Shashaty; Thomas G Dunn; Erik D Johansson; Thomas R Riley; Brian Lim; Jason Abbott; Caroline A G Ittner; Edward Cantu; Xihong Lin; Carmen Mikacenic; Mark M Wurfel; David C Christiani; Carolyn S Calfee; Michael A Matthay; Jason D Christie; Rui Feng; Nuala J Meyer Journal: Intensive Care Med Date: 2018-10-21 Impact factor: 17.440
Authors: Thomas R Martin; Rachel L Zemans; Lorraine B Ware; Eric P Schmidt; David W H Riches; Lisa Bastarache; Carolyn S Calfee; Tushar J Desai; Susanne Herold; Catherine L Hough; Mark R Looney; Michael A Matthay; Nuala Meyer; Samir M Parikh; Troy Stevens; B Taylor Thompson Journal: Am J Respir Cell Mol Biol Date: 2022-09 Impact factor: 7.748
Authors: Clemens Gutmann; Kaloyan Takov; Sean A Burnap; Bhawana Singh; Hashim Ali; Konstantinos Theofilatos; Ella Reed; Maria Hasman; Adam Nabeebaccus; Matthew Fish; Mark Jw McPhail; Kevin O'Gallagher; Lukas E Schmidt; Christian Cassel; Marieke Rienks; Xiaoke Yin; Georg Auzinger; Salvatore Napoli; Salma F Mujib; Francesca Trovato; Barnaby Sanderson; Blair Merrick; Umar Niazi; Mansoor Saqi; Konstantina Dimitrakopoulou; Rafael Fernández-Leiro; Silke Braun; Romy Kronstein-Wiedemann; Katie J Doores; Jonathan D Edgeworth; Ajay M Shah; Stefan R Bornstein; Torsten Tonn; Adrian C Hayday; Mauro Giacca; Manu Shankar-Hari; Manuel Mayr Journal: Nat Commun Date: 2021-06-07 Impact factor: 14.919
Authors: Xuesi Dong; Zhaozhong Zhu; Yongyue Wei; Debby Ngo; Ruyang Zhang; Mulong Du; Hui Huang; Lijuan Lin; Paula Tejera; Li Su; Feng Chen; Amy M Ahasic; B Taylor Thompson; Nuala J Meyer; David C Christiani Journal: Chest Date: 2020-11-12 Impact factor: 9.410
Authors: Robinder G Khemani; Jessica T Lee; David Wu; Edward J Schenck; Margaret M Hayes; Patricia A Kritek; Gökhan M Mutlu; Hayley B Gershengorn; Rémi Coudroy Journal: Am J Respir Crit Care Med Date: 2021-05-01 Impact factor: 21.405
Authors: Lieuwe D J Bos; Antonio Artigas; Jean-Michel Constantin; Laura A Hagens; Nanon Heijnen; John G Laffey; Nuala Meyer; Laurent Papazian; Lara Pisani; Marcus J Schultz; Manu Shankar-Hari; Marry R Smit; Charlotte Summers; Lorraine B Ware; Raffaele Scala; Carolyn S Calfee Journal: Eur Respir Rev Date: 2021-02-02
Authors: Monique M Gardner; Matthew P Kirschen; Hector R Wong; Daniel J McKeone; E Scott Halstead; Jill M Thompson; Adam S Himebauch; Alexis A Topjian; Nadir Yehya Journal: Resuscitation Date: 2021-12-03 Impact factor: 5.262
Authors: Christian Bime; Sara M Camp; Nancy Casanova; Radu C Oita; Juliet Ndukum; Heather Lynn; Joe G N Garcia Journal: Transl Res Date: 2020-06-26 Impact factor: 7.012