Abstract
Introduction
Development of clinical biomarkers to guide therapy is an important unmet need in aneurysmal subarachnoid hemorrhage (SAH). A wide spectrum of plausible biomarkers has been reported for SAH, but none have been validated due to significant variabilities in study design, methodology, laboratory techniques, and outcome endpoints.
Methods
A systematic review of SAH biomarkers was performed per the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines. The panel’s recommendations focused on harmonization of (1) target cellular and molecular biomarkers for future investigation in SAH, (2) standardization of best-practice procedures in biospecimen and biomarker studies, and (3) experimental method reporting requirements to facilitate meta-analyses and future validation of putative biomarkers.
Results
No cellular or molecular biomarker has been validated for inclusion as “core” recommendation. Fifty-four studies met inclusion criteria and generated 33 supplemental and emerging biomarker targets. Core recommendations include best-practice protocols for biospecimen collection and handling as well as standardized reporting guidelines to capture the heterogeneity and variabilities in experimental methodologies and biomarker analyses platforms.
Conclusion
Significant variabilities in study design, methodology, laboratory techniques, and outcome endpoints exist in SAH biomarker studies and present significant barriers toward validation and translation of putative biomarkers to clinical use. Adaptation of common data elements, recommended biospecimen protocols, and reporting guidelines will reduce heterogeneity and facilitate future meta-analyses and development of validated clinical biomarkers in SAH.
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de Oliveira Manoel AL, van der Jagt M, Amin-Hanjani S, Bambakidis N, Brophy GM, Bulsara K, Claassen J, Connolly S, Hoffer A, Hoh B, Holloway RG, Kelly AG, Mayer SA, Nakaji P, Rabinstein AA, Vajkoczy P, Vergouwen MDI, Woo H, Zipfel G; Suarez JI, on behalf of the Unruptured Aneurysms and SAH–CDE Project Investigators. Common data elements for unruptured cerebral aneurysms and aneurysmal subarachnoid hemorrhage: recommendations from a working group on hospital course and acute therapies—proposal of a multidisciplinary research group. Neurocritical Care 2019.
Hackenberg KAM, Etminan N, Wintermark M, Meyers PM, Lanzino G, Rüfenacht D, Krings T, Huston H III, Rinkel G, Derdey C, on behalf of the Unruptured Aneurysms and SAH CDE Project Investigators. Common data elements for radiological imaging of patients with subarachnoid hemorrhage—proposal of a Multidisciplinary Research Group. Neurocritical Care 2019.
Suarez JI, Sheikh MK, Macdonald RL, Amin-Hanjani S, Brown RD Jr, de Oliveira Manoel AL, Derdeyn C, Etminan N, Keller E, Leroux PD, Mayer SA, Morita A, Rinkel G, Rufennacht D, Stienen, M, Torner J, Vergouwen, MD, Wong GKC, on behalf of the Unruptured Cerebral Aneurysms and SAH CDE Project Investigators. Common data elements for unruptured cerebral aneurysms and subarachnoid hemorrhage clinical research: a National Institute for Neurological Disorders and Stroke, National Library of Medicine, and Neurocritical Care Society Project. Neurocritical Care 2019.
Acknowledgements
The views expressed here are those of the authors and do not represent those of the National Institutes of Health (NIH), the National Institute of Neurological Disorders and Stroke (NINDS), or the US Government.
Funding
Logistical support for this project was provided in part through NIH Contract HHSN271201200034C, the Intramural Research Program of the NIH, NLM, The Neurocritical Care Society, and the CHI Baylor St Luke’s Medical Center in Houston, TX. The development of the NINDS SAH CDEs was made possible thanks to the great investment of time and effort of WG members and the members of the NINDS CDE Project and NLM CDE project teams participating from 2015 to 2017.
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SHYC, RLM., and EK were involved in protocol development and wrote and edited the manuscript. The corresponding author confirms that authorship requirements have been met, that the final manuscript was approved by ALL authors, and that this manuscript has not been published elsewhere and is not under consideration by another journal. The UIA and SAH CDEs project adhered to ethical guidelines.
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Dr. Macdonald reports personal fees from Edge Therapeutics and grants from Brain Aneurysm Foundation, outside the submitted work. Dr. Chou reports research grants from National Institute of Health/NINDS (K23-NS0738060, the University of Pittsburgh Physicians, and the University of Pittsburgh School of Medicine. Outside the submitted work, Dr. Chou received fees from Edge Therapeutics (site principal investigator, consulting), non-financial support from Merck, consulting fees from the National Institute of Health. Dr. Chou is a co-inventor on a patent MITOCHONDRIAL BIOMARKERS OF, AND THERAPEUTICS AQ15 FOR, CNS INJURY AND DISEASE filed in the United States Patent and Trademark Office as Application 62/3817.
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Unruptured Intracranial Aneurysms and SAH CDE Project Investigators are listed in Appendix.
Appendix: SAH WORKING GROUP MEMBERS
Appendix: SAH WORKING GROUP MEMBERS
Steering Committee
Jose I Suarez, MD, FNCS, FANA, Johns Hopkins University School of Medicine, Baltimore, MD, co - Chair
R Loch Macdonald, MD, PhD, University of Toronto, Toronto, ON, Canada, co - Chair
Sepideh Amin-Hanjani, MD—University of Illinois at Chicago, Chicago, IL
Robert D. Brown, Jr., MD, MPH—Mayo Clinic, Rochester, MN
Airton Leonardo de Oliveira Manoel, MD, PhD—University of Toronto, Toronto, Ontario, Canada
Colin P Derdeyn, MD, FACR—University of Iowa, Carver College of Medicine, Iowa City, IA
Nima Etminan, MD—University Hospital Mannheim, Mannheim, Germany
Emanuela Keller, MD—University of Zurich, Zurich, Switzerland
Peter D. LeRoux, MD, FACS—Main Line Health, Wynnewood, PA
Stephan Mayer, MD—Henry Ford Hospital, Detroit, MI
Akio Morita, MD, PhD—Nippon Medical School, Tokyo, Japan
Gabriel Rinkel, MD—University Medical Center, Utrecht, The Netherlands
Daniel Rufennacht, MD—Klinik Hirslanden, Zurich, Switzerland
Martin N. Stienen, MD, FEBNS—University of Zurich, Zurich, Switzerland
James Torner, MSc, PhD—University of Iowa, Iowa City, IA
Mervyn D.I. Vergouwen, MD, PhD—University Medical Center, Utrecht, The Netherlands
George K. C. Wong, MD—Chinese University of Hong Kong, Shatin, Hong Kong
Subject Characteristics Working Group
Robert D. Brown, Jr., MD, MPH—Mayo Clinic, Rochester, MN, co-Chair
Akio Morita, MD, PhD—Nippon Medical School, Tokyo, Japan, co-Chair
Philippe Bijlenga, MD, PhD, Geneva University Hospital, Geneva, Switzerland (Superuser)
Nerissa Ko, MD; Cameron G McDougall, MD; J Mocco, MS, MD; Yuuichi Murayama, MD; Marieke J H Werner, MD, PhD
Assessments and Examinations Working Group
Stephan Mayer, MD—Henry Ford Hospital, Detroit, MI, co-Chair
Jose I Suarez, MD, FNCS, FANA, The Johns Hopkins University School of Medicine, Baltimore, MD, co-Chair
Rahul Damani, MD, MPH, Baylor College of Medicine, Houston, TX (Superuser)
Joseph Broderick, MD; Raj Dhar, MD, FRCPC; Edward C Jauch, MD, MS, FACEP, FAHA; Peter J Kirkpatrick; Renee H Martin, PhD; J Mocco, MS, MD; Susanne Muehlschlegel, MD, MPH; Tatsushi Mutoh, MD, DVM, PhD; Paul Nyquist, MD, MPH; Daiwai Olson, RN, PhD; Jorge H Mejia-Mantilla, MD, MSc.
Hospital Course and Acute Therapies Working Group
Sepideh Amin-Hanjani, MD—University of Illinois at Chicago, Chicago, IL, co-Chair
Airton Leonardo de Oliveira Manoel, MD, PhD—University of Toronto, Toronto, Ontario, Canada, co-Chair (Superuser)
Mathieu van der Jagt, MD, PhD, Erasmus Medical Center, Rotterdam, The Netherlands (Superuser)
Nicholas Bambakidis, MD; Gretchen Brophy, PharmD, BCPS, FCCP, FCCM, FNCS; Ketan Bulsara, MD; Jan Claassen, MD, PhD; E Sander Connolly, MD, FACS; S Alan Hoffer, MD; Brian L Hoh, MD, FACS; Robert G Holloway, MD, MPH; Adam Kelly, MD; Stephan Mayer, MD; Peter Nakaji, MD; Alejandro Rabinstein, MD; Jose I Suarez, MD, FNCS, FANA; Peter Vajkoczy, MD; Mervyn D. I. Vergouwen, MD, PhD; Henry Woo, MD; Gregory J Zipfel, MD.
Biospecimens and Biomarkers Working Group
Emanuela Keller, MD—University of Zurich, Zurich, Switzerland, co-Chair (Superuser)
R Loch Macdonald, MD, PhD, University of Toronto, Toronto, ON, Canada, co-Chair
Sherry H-Y Chou, MD, MMSc (Superuser); Sylvain Doré, PhD, FAHA; Aaron S Dumont, MD; Murat Gunel, MD, FACS, FAHA; Hidetoshi Kasuya, MD; Alexander Roederer, PhD; Ynte Ruigrok, MD; Paul M Vespa, MD, FCCM, FAAN, FANA, FNCS; Asita Simone Sarrafzadeh-Khorrasani, PhD.
Imaging Working Group
Colin P Derdeyn, MD, FACR—University of Iowa, Carver College of Medicine, Iowa City, IA, co-Chair
Nima Etminan, MD University Hospital Mannheim, Mannheim, Germany, co-Chair
Katharina Hackenberg, MD, University Hospital Mannheim, Mannheim, Germany (Superuser)
John Huston, III, MD; Timo Krings, MD, PhD, FRCPC; Giuseppe Lanzino, MD; Philip M Meyers, MD, FACR, FSIR, FAHA; Gabriel Rinkel, MD; Daniel Rufennacht, MD; Max Wintermark, MD.
Long-Term Therapies Working Group
James Torner, MSc, PhD—University of Iowa, Iowa City, IA, co-Chair (Superuser)
George K. C. Wong, MD—Chinese University of Hong Kong, Shatin, Hong Kong, co-Chair (Superuser)
Joseph Broderick, MD; Janis Daly, PhD, MS; Christopher Ogilvy, MD; Denise H Rhoney, PharmD, FCCP, FCCM, FNCS; YB Roos, PhD; Adnan Siddiqui, MD, PhD, FAHA.
Unruptured Intracranial Aneurysms Working Group
Nima Etminan, MD—University Hospital Mannheim, Mannheim, Germany, co-Chair
Gabriel Rinkel, MD—University Medical Center, Utrecht, The Netherlands, co-Chair
Katharina Hackenberg, MD, University Hospital Mannheim, Mannheim, Germany (Superuser)
Ale Algra, MD, FAHA; Juhanna Frösen, MD; David Hasan, MD; Seppo Juvela, MD, PhD; David J Langer, MD; Philip M Meyers, MD, FACR, FSIR, FAHA; Akio Morita, MD, PhD; Rustam Al-Shahi Salman, MA, PhD, FRCP.
Outcomes and Endpoints Working Group
Martin N. Stienen, MD, FEBNS—University of Zurich, Zurich, Switzerland, co-Chair (Superuser).
Mervyn D.I. Vergouwen, MD, PhD—University Medical Center, Utrecht, The Netherlands, co-Chair.
Daniel Hanggi, MD; R Loch Macdonald, MD, PhD; Tom Schweizer, PhD; Johanna Visser-Meily, MD, PhD.
National Library of Medicine CDE Team
Liz Amos, MLIS, National Information Center on Health Services Research and Health Care Technology, National Library of Medicine.
Christophe Ludet, MS, National Library of Medicine, Bethesda, MD.
NINDS CDE Team
Claudia Moy, PhD, NINDS, Bethesda, MD
Joanne Odenkirchen, MPH, NINDS, Bethesda, MD
Sherita Ala’i, MS, The Emmes Corporation, Rockville, MD
Joy Esterlitz, MS, The Emmes Corporation, Rockville, MD
Kristen Joseph, MA, The Emmes Corporation, Rockville, MD
Muniza Sheikh, MS, MBA, The Emmes Corporation, Rockville, MD
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Chou, S.HY., Macdonald, R.L., Keller, E. et al. Biospecimens and Molecular and Cellular Biomarkers in Aneurysmal Subarachnoid Hemorrhage Studies: Common Data Elements and Standard Reporting Recommendations. Neurocrit Care 30 (Suppl 1), 46–59 (2019). https://doi.org/10.1007/s12028-019-00725-4
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DOI: https://doi.org/10.1007/s12028-019-00725-4