Early metabolic disruption and predictive biomarkers of delayed-cerebral ischemia in aneurysmal subarachnoid haemorrhage

BACKGROUND. Delayed cerebral ischaemia (DCI) following aneurysmal subarachnoid haemorrhage (aSAH) is a major cause of complications and death. Here we set out to identify high-performance predictive biomarkers of DCI and its underlying metabolic disruptions using metabolomics and lipidomics approaches. METHODS. This single-centre retrospective observational study enrolled 61 consecutive patients with severe aSAH requiring external ventricular drainage between 2013 and 2016. Of these 61 patients, 22 experienced a DCI and were classified as DCI+ and the other 39 patients were classified as DCI-. A further 9 patients with other neurological features were included as non aSAH controls. Blood and cerebrospinal fluid (CSF) were sampled within the first 24 h after admission. We carried out LC-MS/MS-based plasma and CSF metabolomic profiling together with total lipid fatty acids analysis.RESULTS. We identified a panel of 20 metabolites that together showed high predictive performance for DCI (area under the receiver operating characteristic curve: 0.968, specificity: 0.88, sensitivity: 0.94). This panel of metabolites included lactate, cotinine, salicylate, 6 phosphatidylcholines, and 4 sphingomyelins. Analysis of the whole set of metabolites to highlight early biological disruptions that might explain the subsequent DCI found peripheral hypoxia driven mainly by higher blood lactate, arginine and proline metabolism likely associated to vascular NO, dysregulation of the citric acid cycle in the brain, defective peripheral energy metabolism and disrupted ceramide/sphingolipid metabolism. We also unexpectedly found a potential influence of gut microbiota on the onset of DCI. CONCLUSION. We identified a high-performance predictive metabolomic/lipidomic signature of further DCI in aSAH patients at admission to a NeuroCritical Care Unit. This signature is associated with significant peripheral and cerebral biological dysregulations. We also found evidence, for the first time, pointing to a possible gut microbiota/brain DCI axis, and proposed the putative microorganisms involved.

[1]  M. Bonneau,et al.  Deep phenotyping and biomarkers of various dairy fat intakes in an 8-week randomized clinical trial and 2-year swine study. , 2022, The Journal of nutritional biochemistry.

[2]  Li-Yu Daisy Liu,et al.  Aberrant branched‐chain amino acid accumulation along the microbiota–gut–brain axis: Crucial targets affecting the occurrence and treatment of ischaemic stroke , 2022, British journal of pharmacology.

[3]  M. Giera,et al.  Recent advances in metabolomics analysis for early drug development. , 2022, Drug discovery today.

[4]  Xinggen Fang,et al.  Whole-Brain Permeability Analysis on Admission Improves Prediction of Delayed Cerebral Ischemia Following Aneurysmal Subarachnoid Hemorrhage. , 2022, Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association.

[5]  B. Hoh,et al.  Pathophysiology of Delayed Cerebral Ischemia After Subarachnoid Hemorrhage: A Review , 2021, Journal of the American Heart Association.

[6]  R. Paroni,et al.  In-vitro and in-vivo metabolism of different aspirin formulations studied by a validated liquid chromatography tandem mass spectrometry method , 2021, Scientific Reports.

[7]  D. Trégouët,et al.  Plasma Biomarkers and Identification of Resilient Metabolic Disruptions in Patients With Venous Thromboembolism Using a Metabolic Systems Approach , 2020, Arteriosclerosis, thrombosis, and vascular biology.

[8]  W. Kimberly,et al.  High-throughput metabolite profiling: identification of plasma taurine as a potential biomarker of functional outcome after aneurysmal subarachnoid hemorrhage. , 2019, Journal of neurosurgery.

[9]  R. Dempsey,et al.  Local and systemic metabolic alterations in brain, plasma, and liver of rats in response to aging and ischemic stroke, as detected by nuclear magnetic resonance (NMR) spectroscopy , 2019, Neurochemistry International.

[10]  M. Forsting,et al.  Laboratory biomarkers of delayed cerebral ischemia after subarachnoid hemorrhage: a systematic review , 2018, Neurosurgical Review.

[11]  Ling Zheng,et al.  Serum Lactic Acid Following Aneurysmal Subarachnoid Hemorrhage Is a Marker of Disease Severity but Is Not Associated With Hospital Outcomes , 2018, Front. Neurol..

[12]  K. Fraser,et al.  A combination of lipidomics, MS imaging, and PET scan imaging reveals differences in cerebral activity in rat pups according to the lipid quality of infant formulas , 2018, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[13]  F. Testai,et al.  Delayed Cerebral Ischemia after Subarachnoid Hemorrhage: Beyond Vasospasm and Towards a Multifactorial Pathophysiology , 2017, Current Atherosclerosis Reports.

[14]  T. Tamiya,et al.  Serial blood lactate measurements and its prognostic significance in intensive care unit management of aneurysmal subarachnoid hemorrhage patients , 2017, Journal of critical care.

[15]  L. Hillered,et al.  Early low cerebral blood flow and high cerebral lactate: prediction of delayed cerebral ischemia in subarachnoid hemorrhage. , 2017, Journal of neurosurgery.

[16]  M. Alessi,et al.  Early matrix metalloproteinase-9 concentration in the first 48 h after aneurysmal subarachnoid haemorrhage predicts delayed cerebral ischaemia: An observational study , 2016, European journal of anaesthesiology.

[17]  J. Edlow,et al.  Admission serum lactate predicts mortality in aneurysmal subarachnoid hemorrhage. , 2016, The American journal of emergency medicine.

[18]  M. Nijsten,et al.  Early Circulating Lactate and Glucose Levels After Aneurysmal Subarachnoid Hemorrhage Correlate With Poor Outcome and Delayed Cerebral Ischemia: A Two-Center Cohort Study , 2016, Critical care medicine.

[19]  F. Testai,et al.  Changes in the metabolism of sphingolipids after subarachnoid hemorrhage , 2015, Journal of neuroscience research.

[20]  Werner Hackl,et al.  Cerebral Taurine Levels are Associated with Brain Edema and Delayed Cerebral Infarction in Patients with Aneurysmal Subarachnoid Hemorrhage , 2015, Neurocritical Care.

[21]  M. Milburn,et al.  Harnessing the Power of the Immune System to Target Cancer , 2013 .

[22]  Michael Milburn,et al.  A Novel Fasting Blood Test for Insulin Resistance and Prediabetes , 2013, Journal of diabetes science and technology.

[23]  P. Gorelick,et al.  Changes in the Cerebrospinal Fluid Ceramide Profile After Subarachnoid Hemorrhage , 2012, Stroke.

[24]  Giuseppe Citerio,et al.  Critical Care Management of Patients Following Aneurysmal Subarachnoid Hemorrhage: Recommendations from the Neurocritical Care Society’s Multidisciplinary Consensus Conference , 2011, Neurocritical care.

[25]  R. Macdonald,et al.  Cerebral Infarction After Subarachnoid Hemorrhage Contributes to Poor Outcome by Vasospasm-Dependent and -Independent Effects , 2011, Stroke.

[26]  Joseph P Broderick,et al.  Definition of Delayed Cerebral Ischemia After Aneurysmal Subarachnoid Hemorrhage as an Outcome Event in Clinical Trials and Observational Studies: Proposal of a Multidisciplinary Research Group , 2010, Stroke.

[27]  S. Pocock,et al.  The Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) statement: guidelines for reporting observational studies. , 2007, Preventive medicine.

[28]  A. Cruickshank,et al.  Subarachnoid haemorrhage , 2007, The Lancet.

[29]  P. Blomstedt,et al.  Smoking and non‐smoking tobacco as risk factors in subarachnoid haemorrhage , 2006, Acta neurologica Scandinavica.

[30]  S. Mayer,et al.  Risk Factors for Continued Cigarette Use After Subarachnoid Hemorrhage , 2003, Stroke.

[31]  Albert-László Barabási,et al.  Life's Complexity Pyramid , 2002, Science.

[32]  J. Pilitsis,et al.  Free fatty acids in human cerebrospinal fluid following subarachnoid hemorrhage and their potential role in vasospasm: a preliminary observation. , 2002, Journal of neurosurgery.

[33]  B. Altura,et al.  Sphingomyelinase and ceramide analogs induce vasoconstriction and leukocyte–endothelial interactions in cerebral venules in the intact rat brain: Insight into mechanisms and possible relation to brain injury and stroke , 2002, Brain Research Bulletin.

[34]  J. Wang,et al.  Sphingomyelinase and ceramide analogs induce contraction and rises in [Ca(2+)](i) in canine cerebral vascular muscle. , 2000, American journal of physiology. Heart and circulatory physiology.

[35]  N. Kassell,et al.  Cigarette smoking as a cause of aneurysmal subarachnoid hemorrhage and risk for vasospasm: a report of the Cooperative Aneurysm Study. , 1998, Journal of neurosurgery.

[36]  R. Weil,et al.  Cigarette smoking-induced increase in the risk of symptomatic vasospasm after aneurysmal subarachnoid hemorrhage. , 1997, Journal of neurosurgery.

[37]  S. Juvela,et al.  Cigarette Smoking and Alcohol Consumption as Risk Factors for Aneurysmal Subarachnoid Hemorrhage , 1993, Stroke.

[38]  H. Shimasaki,et al.  Accumulation of ceramide in ischemic human brain of an acute case of cerebral occlusion. , 1989, The Japanese journal of experimental medicine.

[39]  Fabien Jourdan,et al.  Computational methods to identify metabolic sub‐networks based on metabolomic profiles , 2017, Briefings Bioinform..

[40]  Albert-László Barabási,et al.  Systems biology. Life's complexity pyramid. , 2002, Science.

[41]  R N Straw,et al.  Factors associated with aneurysm size in patients with subarachnoid hemorrhage: effect of smoking and aneurysm location. , 2000, Neurosurgery.