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Pathological Computed Tomography Features Associated With Adverse Outcomes After Mild Traumatic Brain Injury

Authors
Esther Yuh,Sonia Jain
Xiaoying Sun,Dana Pisică,Mark Harris,Sabrina Taylor,Amy Markowitz,Pratik Mukherjee,Jan Verheyden,Joseph Giacino,Harvey Levin,Michael McCrea,Murray Stein,Nancy Temkin,Ramon Diaz‐Arrastia,Claudia Robertson,Hester Lingsma,David Okonkwo,Andrew Maas,Geoffrey Manley,Krisztina Amrein,Nada Anđelić,Lasse Andreassen,Audny Anke,Anna Antoni,Gérard Audibert,Philippe Azouvi,Maria Azzolini,Ronald Bartels,Pál Barzó,Romuald Beauvais,Ronny Beer,Bo‐Michael Bellander,Antonio Belli,Habib Benal,Maurizio Berardino,Luigi Beretta,Morten Blaabjerg,Peter Bragge,Alexandra Bražinová,Vibeke Brinck,Joanne Brooker,Camilla Brorsson,András Büki,Monika Bullinger,Manuel Cabeleira,Alessio Caccioppola,Emiliana Calappi,Maria Calvi,Peter Cameron,Guillermo Lozano,Marco Carbonara,Ana Castaño‐León,Simona Cavallo,Giorgio Chevallard,Arturo Chieregato,Giuseppe Citerio,Hans Clusmann,Mark Coburn,Jonathan Coles,Jamie Cooper,Marta Correia,Amra Čović,Nicola Curry,Endre Czeiter,Marek Czosnyka,Claire Dahyot‐Fizelier,Paul Dark,Helen Dawes,Véronique Keyser,Vincent Degos,Françesco Corte,Hugo Boogert,Bart Depreitere,Ðula Đilvesi,Abhishek Dixit,Emma Donoghue,Jens Dreier,Guy‐Loup Dulière,Ari Ercole,Patrick Esser,Erzsébet Ezer,Martin Fabricius,Valery Feigin,Kelly Foks,Shirin Frisvold,Alex Furmanov,Pablo Gagliardo,Damien Galanaud,Dashiell Gantner,Guoyi Gao,Pradeep George,Alexandre Ghuysen,Lelde Giga,Ben Glocker,Jagoš Golubović,Pedro Gómez,Johannes Gratz,Benjamin Gravesteijn,Francesca Grossi,Russell Gruen,Deepak Gupta,Juanita Haagsma,Iain Haitsma,Raimund Helbok,Eirik Helseth,Lindsay Horton,Jilske Huijben,Peter Hutchinson,Bram Jacobs,Stefan Jankowski,Mike Jarrett,Jiyao Jiang,Faye Johnson,Kelly Jones,Mladen Karan,Cecilia kerlund,Angelos Kolias,Erwin Kompanje,Daniel Kondziella,Evgenios Kornaropoulos,Lars‐Owe Koskinen,Noémi Kovács,Ana Kowark,Alfonso Lagares,Linda Lanyon,Steven Laureys,Fiona Lecky,Didier Ledoux,Rolf Lefering,Valérie Legrand,Aurélie Lejeune,Leon Levi,Roger Lightfoot,Marc Maegele,Marek Majdán,Alex Manara,Costanza Martino,Hugues Maréchal,Julia Mattern,Catherine McMahon,Béla Melegh,David Menon,Tomas Menovsky,Ana Mikolić,Benoît Misset,Visakh Muraleedharan,Lynnette Murray,Ancuța Negru,David Nelson,Virginia Newcombe,Daan Nieboer,József Nyirádi,Otesile Olubukola,Matej Orešič,Fabrizio Ortolano,Aarno Palotie,Paul Parizel,Jean‐François Payen,Natascha Perera,Vincent Perlbarg,Paolo Persona,Wilco Peul,Anna Piippo-Karjalainen,Matti Pirinen,Horia Pleş,Suzanne Polinder,Iñigo Pomposo,Jussi Posti,Louis Puybasset,Andreea Rădoi,Arminas Ragauskas,Rahul Raj,Malinka Rambadagalla,Jonathan Rhode,Sylvia Richardson,Sophie Richter,Samuli Ripatti,Saulius Ročka,Cecilie Røe,Olav Røise,Jeffrey Rosenfeld,Christina Rosenlund,Guy Rosenthal,Rolf Rossaint,Sandra Rossi,Daniel Rueckert,Martin Rusňák,Juan Sahuquillo,Oliver Sakowitz,Renán Sánchez-Porras,János Sándor,Nadine Schäfer,Silke Schmidt,Herbert Schöechl,Guus Schoonman,Rico Schou,Elisabeth Schwendenwein,Charlie Sewalt,Toril Skandsen,Peter Smielewski,Abayomi Sorinola,Emmanuel Stamatakis,Simon Stanworth,Robert Stevens,William Stewart,Ewout Steyerberg,Nino Stocchetti,Nina Sundström,Riikka Takala,Viktória Tamás,Tomas Tamošuitis,Mark Taylor,Braden Ao,Olli Tenovuo,Alice Theadom,Matt Thomas,Dick Tibboel,Marjolein Timmers,Christos Tolias,Tony Trapani,Cristina Tudora,Andreas Unterberg,Peter Vajkoczy,Shirley Vallance,Egils Valeinis,Zoltán Vámos,Luc Hauwe,Mathieu Jagt,Joukje Naalt,Gregory Steen,Jeroen Dijck,Thomas Essen,Wim Hecke,Caroline Heugten,Dominique Praag,Thijs Vyvere,Roel Wijk,Alessia Wijk,Emmanuel Vega,Kimberley Velt,Anne Vik,Rimantas Vilcinis,Victor Volovici,Nicole Steinbüchel,Daphne Voormolen,Petar Vuleković,Kevin Wang,Eveline Wiegers,Guy Williams,Lindsay Wilson,Stefan Winzeck,Stefan Wolf,Zhihui Yang,Peter Ylén,Alexander Younsi,Frederick Zeiler,Veronika Zelinkova,Agate Ziverte,Tommaso Zoerle,Opeolu Adeoye,Neeraj Badjatia,Kim Boase,Yelena Bodien,John Corrigan,Karen Crawford,Sureyya Dikmen,Ann‐Christine Duhaime,Richard Ellenbogen,V. Feeser,Adam Ferguson,Brandon Foreman,Raquel Gardner,Étienne Gaudette,Luis González,Shankar Gopinath,Rao Gullapalli,J. Hemphill,Gillian Hotz,C. Keene,Joel Kramer,Natalie Kreitzer,Chris Lindsell,Joan Machamer,Christopher Madden,Alastair Martin,Thomas McAllister,Randall Merchant,Lindsay Nelson,Laura Ngwenya,Florence Noël,Amber Nolan,Eva Palacios,Daniel Perl,Miri Rabinowitz,Jonathan Rosand,Angelle Sander,Gabriella Satris,David Schnyer,Seth Seabury,Arthur Toga,Alex Valadka,Mary Vassar
+301 authors
,Ross Zafonte
Published
Sep 1, 2021
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Abstract

A head computed tomography (CT) with positive results for acute intracranial hemorrhage is the gold-standard diagnostic biomarker for acute traumatic brain injury (TBI). In moderate to severe TBI (Glasgow Coma Scale [GCS] scores 3-12), some CT features have been shown to be associated with outcomes. In mild TBI (mTBI; GCS scores 13-15), distribution and co-occurrence of pathological CT features and their prognostic importance are not well understood.To identify pathological CT features associated with adverse outcomes after mTBI.The longitudinal, observational Transforming Research and Clinical Knowledge in Traumatic Brain Injury (TRACK-TBI) study enrolled patients with TBI, including those 17 years and older with GCS scores of 13 to 15 who presented to emergency departments at 18 US level 1 trauma centers between February 26, 2014, and August 8, 2018, and underwent head CT imaging within 24 hours of TBI. Evaluations of CT imaging used TBI Common Data Elements. Glasgow Outcome Scale-Extended (GOSE) scores were assessed at 2 weeks and 3, 6, and 12 months postinjury. External validation of results was performed via the Collaborative European NeuroTrauma Effectiveness Research in Traumatic Brain Injury (CENTER-TBI) study. Data analyses were completed from February 2020 to February 2021.Acute nonpenetrating head trauma.Frequency, co-occurrence, and clustering of CT features; incomplete recovery (GOSE scores <8 vs 8); and an unfavorable outcome (GOSE scores <5 vs ≥5) at 2 weeks and 3, 6, and 12 months.In 1935 patients with mTBI (mean [SD] age, 41.5 [17.6] years; 1286 men [66.5%]) in the TRACK-TBI cohort and 2594 patients with mTBI (mean [SD] age, 51.8 [20.3] years; 1658 men [63.9%]) in an external validation cohort, hierarchical cluster analysis identified 3 major clusters of CT features: contusion, subarachnoid hemorrhage, and/or subdural hematoma; intraventricular and/or petechial hemorrhage; and epidural hematoma. Contusion, subarachnoid hemorrhage, and/or subdural hematoma features were associated with incomplete recovery (odds ratios [ORs] for GOSE scores <8 at 1 year: TRACK-TBI, 1.80 [95% CI, 1.39-2.33]; CENTER-TBI, 2.73 [95% CI, 2.18-3.41]) and greater degrees of unfavorable outcomes (ORs for GOSE scores <5 at 1 year: TRACK-TBI, 3.23 [95% CI, 1.59-6.58]; CENTER-TBI, 1.68 [95% CI, 1.13-2.49]) out to 12 months after injury, but epidural hematoma was not. Intraventricular and/or petechial hemorrhage was associated with greater degrees of unfavorable outcomes up to 12 months after injury (eg, OR for GOSE scores <5 at 1 year in TRACK-TBI: 3.47 [95% CI, 1.66-7.26]). Some CT features were more strongly associated with outcomes than previously validated variables (eg, ORs for GOSE scores <5 at 1 year in TRACK-TBI: neuropsychiatric history, 1.43 [95% CI .98-2.10] vs contusion, subarachnoid hemorrhage, and/or subdural hematoma, 3.23 [95% CI 1.59-6.58]). Findings were externally validated in 2594 patients with mTBI enrolled in the CENTER-TBI study.In this study, pathological CT features carried different prognostic implications after mTBI to 1 year postinjury. Some patterns of injury were associated with worse outcomes than others. These results support that patients with mTBI and these CT features need TBI-specific education and systematic follow-up.

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