Plasma metabolic profiling implicates dysregulated lipid metabolism and glycolytic shift in hyperinflammatory ARDS

被引:15
作者
Alipanah-Lechner, Narges [1 ]
Neyton, Lucile [1 ]
Mick, Eran [1 ,2 ,3 ]
Willmore, Andrew [1 ]
Leligdowicz, Aleksandra [4 ,5 ]
Contrepois, Kevin [6 ]
Jauregui, Alejandra [1 ]
Zhuo, Hanjing [4 ,7 ]
Hendrickson, Carolyn [1 ,8 ]
Gomez, Antonio [1 ,8 ]
Sinha, Pratik [9 ,10 ]
Kangelaris, Kirsten N. [11 ]
Liu, Kathleen D. [4 ,12 ]
Matthay, Michael A. [1 ,7 ]
Rogers, Angela J. [13 ]
Calfee, Carolyn S. [1 ,7 ]
机构
[1] Univ Calif San Francisco, Dept Med, Div Pulm Crit Care Allergy & Sleep Med, San Francisco, CA 94118 USA
[2] Univ Calif San Francisco, Dept Med, Div Infect Dis, San Francisco, CA USA
[3] Chan Zuckerberg Biohub, San Francisco, CA USA
[4] Univ Calif San Francisco, Cardiovasc Res Inst, San Francisco, CA USA
[5] Univ Toronto, Dept Med, Interdept Div Crit Care Med, Toronto, ON, Canada
[6] Stanford Univ, Sch Med, Dept Genet, Stanford, CA USA
[7] Univ Calif San Francisco, Dept Anesthesia, San Francisco, CA USA
[8] Zuckerberg San Francisco Gen Hosp, Dept Med, Div Pulm & Crit Care Med, San Francisco, CA USA
[9] Washington Univ, Sch Med, Dept Med, Div Clin & Translat Res, St Louis, MO USA
[10] Washington Univ, Dept Anesthesia, Div Crit Care, St Louis, MO USA
[11] Univ Calif San Francisco, Div Hosp Med, Dept Med, San Francisco, CA USA
[12] Univ Calif San Francisco, Dept Med, Div Nephrol, San Francisco, CA USA
[13] Stanford Univ, Dept Med, Div Pulm & Crit Care, Stanford, CA USA
基金
美国国家卫生研究院;
关键词
ARDS; LCA; metabolomics; phenotyping; precision medicine; RESPIRATORY-DISTRESS-SYNDROME; MAGNETIC-RESONANCE-SPECTROSCOPY; LATENT CLASS ANALYSIS; ACUTE LUNG INJURY; BERLIN DEFINITION; CRITICALLY-ILL; FATTY-ACIDS; INFLAMMATION; SUBPHENOTYPES; METABOANALYST;
D O I
10.1152/ajplung.00278.2022
中图分类号
Q4 [生理学];
学科分类号
071003 ;
摘要
Using latent class analysis (LCA) of clinical and protein biomarkers, researchers have identified two phenotypes of the acute re-spiratory distress syndrome (ARDS) with divergent clinical trajectories and treatment responses. We investigated whether plasma metabolites differed among patients with LCA-derived hyperinflammatory and hypoinflammatory ARDS, and we tested the prog-nostic utility of adding metabolic clusters to LCA phenotypes. We analyzed data from 93 patients with ARDS and sepsis enrolled in a multicenter prospective cohort of critically ill patients, comparing 970 metabolites between the two LCA-derived phenotypes. In all, 188 metabolites were differentially abundant between the two LCA-derived phenotypes. After adjusting for age, sex, con-founding medications, and comorbid liver and kidney disease, 82 metabolites remained significantly different. Patients with hyperinflammatory ARDS had reduced circulating lipids but high levels of pyruvate, lactate, and malate. Metabolic cluster and LCA-derived phenotypes were each significantly and independently associated with survival. Patients with hyperinflammatory ARDS may be experiencing a glycolytic shift leading to dysregulated lipid metabolism. Metabolic profiling offers prognostic infor-mation beyond what is captured by LCA phenotypes alone. Deeper biological profiling may identify key differences in pathoge-nesis among patients with ARDS and may lead to novel targeted therapies.
引用
收藏
页码:L297 / L306
页数:10
相关论文
共 54 条
[1]   Plasma Angiopoietin-2 Predicts the Onset of Acute Lung Injury in Critically III Patients [J].
Agrawal, Ashish ;
Matthay, Michael A. ;
Kangelaris, Kirsten N. ;
Stein, John ;
Chu, Jeffrey C. ;
Imp, Brandon M. ;
Cortez, Alfredo ;
Abbott, Jason ;
Liu, Kathleen D. ;
Calfee, Carolyn S. .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2013, 187 (07) :736-742
[2]  
Alipanah-Lechner N, 2022, AM J RESP CRIT CARE, V205, pA5787, DOI [10.1164/ajrccmconference.2022.205.1_MeetingAbstracts, DOI 10.1164/AJRCCMCONFERENCE.2022.205.1_MEETINGABSTRACTS]
[3]  
[Anonymous], 2022, RSTUDIO INT DEV R
[4]   Acute respiratory distress syndrome-attributable mortality in critically ill patients with sepsis [J].
Auriemma, Catherine L. ;
Zhuo, Hanjing ;
Delucchi, Kevin ;
Deiss, Thomas ;
Liu, Tom ;
Jauregui, Alejandra ;
Ke, Serena ;
Vessel, Kathryn ;
Lippi, Matthew ;
Seeley, Eric ;
Kangelaris, Kirsten N. ;
Gomez, Antonio ;
Hendrickson, Carolyn ;
Liu, Kathleen D. ;
Matthay, Michael A. ;
Ware, Lorraine B. ;
Calfee, Carolyn S. .
INTENSIVE CARE MEDICINE, 2020, 46 (06) :1222-1231
[5]   THE AMERICAN-EUROPEAN CONSENSUS CONFERENCE ON ARDS - DEFINITIONS, MECHANISMS, RELEVANT OUTCOMES, AND CLINICAL-TRIAL COORDINATION [J].
BERNARD, GR ;
ARTIGAS, A ;
BRIGHAM, KL ;
CARLET, J ;
FALKE, K ;
HUDSON, L ;
LAMY, M ;
LEGALL, JR ;
MORRIS, A ;
SPRAGG, R ;
COCHIN, B ;
LANKEN, PN ;
LEEPER, KV ;
MARINI, J ;
MURRAY, JF ;
OPPENHEIMER, L ;
PESENTI, A ;
REID, L ;
RINALDO, J ;
VILLAR, J ;
VANASBECK, BS ;
DHAINAUT, JF ;
MANCEBO, J ;
MATTHAY, M ;
MEYRICK, B ;
PAYEN, D ;
PERRET, C ;
FOWLER, AA ;
SCHALLER, MD ;
HUDSON, LD ;
HYERS, T ;
KNAUS, W ;
MATTHAY, R ;
PINSKY, M ;
BONE, RC ;
BOSKEN, C ;
JOHANSON, WG ;
LEWANDOWSKI, K ;
REPINE, J ;
RODRIGUEZROISIN, R ;
ROUSSOS, C ;
ANTONELLI, MA ;
BELOUCIF, S ;
BIHARI, D ;
BURCHARDI, H ;
LEMAIRE, F ;
MONTRAVERS, P ;
PETTY, TL ;
ROBOTHAM, J ;
ZAPOL, W .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 1994, 149 (03) :818-824
[6]   Understanding Heterogeneity in Biologic Phenotypes of Acute Respiratory Distress Syndrome by Leukocyte Expression Profiles [J].
Bos, Lieuwe D. J. ;
Scicluna, Brendon P. ;
Ong, David S. Y. ;
Cremer, Olaf ;
van Der Poll, Tom ;
Schultz, Marcus J. .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2019, 200 (01) :42-50
[7]  
Brower RG, 2004, NEW ENGL J MED, V351, P327
[8]   Ventilation with lower tidal volumes as compared with traditional tidal volumes for acute lung injury and the acute respiratory distress syndrome. [J].
Brower, RG ;
Matthay, MA ;
Morris, A ;
Schoenfeld, D ;
Thompson, BT ;
Wheeler, A ;
Wiedemann, HP ;
Arroliga, AC ;
Fisher, CJ ;
Komara, JJ ;
Perez-Trepichio, P ;
Parsons, PE ;
Wolkin, R ;
Welsh, C ;
Fulkerson, WJ ;
MacIntyre, N ;
Mallatratt, L ;
Sebastian, M ;
McConnell, R ;
Wilcox, C ;
Govert, J ;
Thompson, D ;
Clemmer, T ;
Davis, R ;
Orme, J ;
Weaver, L ;
Grissom, C ;
Eskelson, M ;
Young, M ;
Gooder, V ;
McBride, K ;
Lawton, C ;
d'Hulst, J ;
Peerless, JR ;
Smith, C ;
Brownlee, J ;
Pluss, W ;
Kallet, R ;
Luce, JM ;
Gottlieb, J ;
Elmer, M ;
Girod, A ;
Park, P ;
Daniel, B ;
Gropper, M ;
Abraham, E ;
Piedalue, F ;
Glodowski, J ;
Lockrem, J ;
McIntyre, R .
NEW ENGLAND JOURNAL OF MEDICINE, 2000, 342 (18) :1301-1308
[9]   n-3 fatty acids, inflammation, and immunity - Relevance to postsurgical and critically ill patients [J].
Calder, PC .
LIPIDS, 2004, 39 (12) :1147-1161
[10]   Acute respiratory distress syndrome subphenotypes and differential response to simvastatin: secondary analysis of a randomised controlled trial [J].
Calfee, Carolyn S. ;
Delucchi, Kevin L. ;
Sinha, Pratik ;
Matthay, Michael A. ;
Hackett, Jonathan ;
Shankar-Hari, Manu ;
McDowell, Cliona ;
Laffey, John G. ;
O'Kane, Cecilia M. ;
McAuley, Daniel F. .
LANCET RESPIRATORY MEDICINE, 2018, 6 (09) :691-698