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Mediation of Age and Thrombectomy Outcome by Neuroimaging Markers of Frailty in Patients With Stroke

2024· article· en· W4390510484 on OpenAlexaffabout
Faysal Benali, Nishita Singh, Joachim Fladt, Tanaporn Jaroenngarmsamer, Fouzi Bala, Johanna M. Ospel, Brian Buck, Dar Dowlatshahi, Ricardó A. Hanel, Lissa Peeling, Michael Tymianski, Michael D. Hill, Mayank Goyal, Aravind Ganesh, Philip A. Barber, Eric E. Smith, Simerpreet Bal, Suresh Subramanian, Steven Peters, Philippe Couillard, Gary Klein, Peter K. Stys, Shelagh B. Coutts, John Wong, Alim P. Mitha, Muneer Eesa, William Morrish, Saad Alqatani, Nima Kashani, Prasanna Venkatesan, Ericka Teleg, Amith Sitaram, Brett Graham, Stephen van Gaal, Aimen Moussaddy, Debabrata Chakraborty, Nicholar Maraj, Andrew Lockey, Shuo Chen, Ravinder Singh, Abdulaziz Sulaiman Alsultan, Ria Asunsian, Dominic Tse, Darshan Doshi, Ondřej Volný, Piyush Ojha, Ankur Wadhwa, Martha Marko, Sanchea Wasyliw, Karla J. Ryckborst, Carol Kenney, Supriya Save, Anitha Jambula, Nancy Newcommon, G Hull, Darcy Blackstock, Sharon Kiszczak, L Zimmel, Michelle Wright, Cari Jahraus, Shelly Bohn, Joseph Paul, Kenneth Butcher, Ashfaq Shuaib, Tom Jeerakathil, Glen C. Jickling, Derek J. Emery, Jeremy Rempel, Richard J. Ower, Robert Ashforth, Tom Yeo, Trevor Kotylak, Cian O Kelly, Michael Chow, Mizaffar Siddiqui, Maher Saqqur, Atlantic D’Souza, Mar Lloret, Asif Butt, Ali Zohair Nomani, Hayrapet Kalashyan, Sibi Thirunavukkarasu, Juline Jabs, Paige Fairall, Lori Piquette, Stephen Phillips, A. Laine Green, Gordon Gubitz, Jens O. Heidenreich, Thien Huynh, Jai Shankar, William J. Maloney, Robert Vandorpe, Matthias H. Schmidt, Gwynedd E. Pickett, Adrienne Weeks, Juditch Jarrett, Debbie MacDonald, Joanna Arsenault, Ruth Kinnear, Jennifer Mandzia, Michael Mayich, Melfort Boulton, Maria Bres-Bullrich, Sebastián Fridman, Ruba Kiwan, Donald Lee, Stephen Lownie, Alexander V. Khaw, Sachin Pandey, Manas Sharma, Luciano A. Sposato, Kevin Wade, Beth Beauchamp, Lindsay Lambourn, Belinda Amato-Marziali, Daniel Roy, Nicole Deneault, Yan Deschaintre, Laura Gioia, Grégory Jacquin, Céline Odier, Christian Stapf, Daniela Iancu, Jean Raymond, Alain Weill, Marlène Lapierre, Nadia Jadil, Judlène Jolteus, Jeanne Teitelbaum, Mark Angle, Mathew Hannouche, Mohamed Badawy, Justin Létourneau, Maria Cortes, Grant Linnell, Donatella Tampieri, Lucy Vieira, Catherine Legault, Liam Durcan, Angela Moore, Erin L. Cole, Claire Magnussen, Kristiana Salmon, Salma Khalil, Isabelle Desloges, Lindsay Waxman, Wynne Abdon, Sonia Lai, Michel Shamy, Grant Stotts, Dylan Blacquière, Howard Lesiuk, Aiman Quateen, Brian Drake, Brian Dewar, Zeinab Daham, Michael Kelly, Gary Hunter, Ruth Whelan, Aaron Garner, Lilian Urroz, Sharleen Maley, Frank L. Silver, Leanne K. Casaubon, Aleksanda Pikula, Martín del Campo, Joanna D. Schaafsma, Cheryl Jaigobin, Timo Krings, Vítor Mendes Pereira, Ronit Agid, Richard Farb, Libby Kalman, Anne Cayley, Janice E. Williams, Tim Stewart, Karen Misquitta, Aditya Bharatha, Daniel Selchen, Thomas R. Marotta, Dipanka Sarma, Walter Montanera, Julian Spears, Gustavo Saposnik, Pawel Kostyrko, Yangmei Li, Carmen Parra-Fariñas, Jose Danilo Bengzon Diestro, Marie‐Christine Camden, Steve Verreault, Ariane Mackey, Marie‐Ève Audet, Geneviève Milot, Pascale Lavoie, Jean‐Luc Gariépy, Karine Collard, Annette Haché, Demetrios J. Sahlas, Ahmed M. Alshanbari, Josephine Baldwin, Luciana Catanese, Bing Chen, Danielle de Sá Boasquevisque, Aviraj S. Deshmukh, Josrdan M. Knapman, Shana Lamers, Ramiro Larrazabal, Susan V. MacMillan, Alicia M. Mattai, Sumiti Nayar, Kuan H. Ng, Wieslaw Oczkowski, Kanjana Perera, Mays Shawawrah, Ashkan Shoamanesh, Gita Sobhi, Nabeel Muzaffar Syed, Noran Y. Yaher, Cheyanne Vandervelde, Di Wang, Philip Teal, Oscar Benavente, Laura Wilson, Sharanpal Mann, Samuel Yip, Colleen B. Murphy, Manraj K. S. Heran, Axel Rohr, Fabio Settecase, Gary Redekop, Charles S. Haw, Genoveva Maclean, Karina Murray, Rosalin Chiu, Alana M. Flexman, Eilidh Strecha, Yolanda Gayton, Judy Yip, Richard H. Swartz, Mark I. Boulos, David J. Gladstone, Amy Yu, Julia Hopyan, Houman Khosravani, Herbert A. Manosalva Alzate, Alisia Southwell, Maneesha Kamra, Kaitlyn Lopes, Arunima Kapoor, Leodante da Costa, Victor X. D. Yang, Erin Dyer, Ruchir A. Shah, Brenda M. Knowles, Jennifer Nichols, Jennifer Patterson, Krista A. Cope, Lee Dickerson, Katrina K. Barton, Kimberly Gray, Ticey N. Massengale, Melanie G. Miller, Cindy Simpson, Sabrina Walker, Chlin R. Tennyson-Yemm, Donald Frei, Bellon Richard J, Benjamin Atchie, Ian A. Kaminsky, Duandelyn C. Wilson, Nicolle L. Schraeder, Eric J. Arias, Lisa M. Kodis, Mark E. Talley, Alex A. Edinger, Tiffany C. Talley, Ita P. Dempsey, Laurie Williams, Scott A. Williams, Sonny Kupniewski, Brad K. Fasbinder, Joanna M. Snead, Hana Choe, Larami Mackenzie, David C. Weisman, Osman Kozak, Qaisar A. Shah, Dan Gzesh, Kandan Kulandaivel, John Khoury, Brad Klein, Patricia Bussinger, Lisa R. Griffin, Ashley L. DePalmo, Cynthia Oliva, Ashutosh P. Jadhav, Tudor G. Jovin, Cynthia L. Kenmuir, Brian T. Jankowitz, Bradley A. Gross, Marcelo Rocha, Matthew Starr, Merritt Brown, Chrstine Hawkes, Kavit Shah, Danoushka Tememe, Gregory Walker, Pratit Patel, Bradley G. Klein, Habibullah Ziayee, Kaustubh Limaye, Lisa Baxendell, Vicki Glichrist, Patricia Feineigle, Kelsea Toseki Haibach, Cathy Van Every, Shasvat Desai, Maryam Zulfiqar, Linda Gibson‐Young, Sean P. Barrett, David Turkel‐Parrella, Karthikeyan Arcot, Steven DiCrescento, Jeffrey Farkas, Gregory Filipowski, Jennifer Frontera, Danielle Joset, Jeremy Liff, Erica Scher, Cameron G. McDougall, Cheryl E. Kelly, Akshal Patel, Stephen J. Monteith, Sidney Starkman, Kunakorn Atchaneeyasakul, Adrian M Burgos, Janice Anne Y. Chua, Nathan Gaines, Ileana Grunberg, Judy Guzy, Zuolu Liu, Neil D. Maluste, Lucas Ramírez, Latisha Sharma, Donald Heck, M Brown, Colin T. McDonald, Mateo Calderon, Mitch Hargis, Christina Roels, Prabhu D. Emmady, Talat Alvi, Mahesh Jayaraman, Shawna M Cutting, Wendy Smith, Susan M. Foley, G Paolucci, Richard Haas, Katie Quinn, Lindsey R. Fuller, Rebecca E. Brierley, Christina C. Watkins, Nicole C. Demir, George Α. Lopez, Alejandro Vargas, Nicholas Osteraas, Becky Holtz, Eric Sauvageau, Amin Aghaebrahim, Mohamad Chmayssani, Neeraj S. Naval, Jason S. Day, Scott Dellorso, Benjamin J. Ludwig, Derek J. Schemmel, Nancy Ebreo, Karen Bell, Lanai Lewis, Marjorie Delucia, Diogo C Haussen, Michael Frankel, Nirav Bhatt, Nicolas Bianchi, Aaron Anderson, Samir Belagaje, Bernardo Liberato, Srikant Rangaraju, Alhamza R Al‐Bayati, Jonathan Grossber, Leah Craft, Kiva Schindler, Erin Schaad, Meagan Schultz, Lorretta J. Sutherly, Shannon Doppelheuer, Jacquelyn Charlton, Jason Faggard, Zuzana Barbret, Ethan DukSoo Han, Robin Walters, Jaydevsinh Dolia, Sleiman El-Jamal, Brendan Eby, Yasir Saleem, Harrison Pearl, Kishan Patel, Haseeb Rahman, Reema Butt, Stephen English, Ajit S Puri, M Howk, Jasmeet Singh, Francesco Massari, Katyucia DeMacedo Rodrigues, Anna Luisa Kühn, Joey English, Nobl Barazangi, Nick Telischak, Warren Kim, Josh Ross, Nata DeVole, Jessica Redford, Melina Lorraine Ferreira, Katie Ponting, Helen Shen, Ann Bedenk, Susila Patel, Julia Fernandess, Michael Ke, Illanit Spokoyny, Billy Gao, David Tong, Xiaomeng Chen, Christine Wong, Jessica Choe, Coleman Martin, Debbie Summers, Christine Boutwell, Karin Olds, Suzanne C. Crandall, John D. Eatman, Naveed Akhtar, W Holloway, Jared S. Halpin, Brett Donegan, Joseph Schindler, Daiv Y. Hwang, Emily J. Gilmore, Nils Petersen, Kevin N. Sheth, Stacy Y. Brown, Rachel Beekman, Benjamin P. George, Firas Kaddouh, Guido J. Falcone, Charles Wira, Charles Matouk, Caitlin Loomis, Hardik Amin, Reshma Narula, Adam Jasne, Lauren Sansing, Tijil Agarwal, Sara Jasak, Dominique Fontaine, Zachary A. King, Lindsey R. Kouhn, Hailey Orgass, Megan A. Leary, Joan Nye, Kelsey Halbert, Karin Nyström, Kaile Neuschatz, Dawn M. Petrucci, Anna Coppola, Treasure A. Joyce, Sam Y. Hou, Mark S. Umekubo, Catrice M. Nakamura, Renee Ovando, Diana Zúñiga, Yih Lin Nien, Fernando Mayor Basto, Allison E. Arch, Laura T. Jong, William A. Conrad, Tara C. Abbott, Jay Z. Yao, Scott D. Caganap, John E. Jordan, George P. Teitelbaum, Robert Darflinger, Daniel F. Kelly, Rishi Gupta, Ronald F. Budzik, Jennifer H. Czerniak, Katherine M. Groezinger, William J. Hicks, Omran Kaskar, Brian Katz, Aaron Loochtan, Peter Pema, Vivek Rai, Nirav Vora, Amanda Brown, Diane Goodman, Barb Danenbergs, Monica Gossett, Oh Young Bang, Jong‐Won Chung, Pyoung Jeon, Keon Ha Kim, Yun Jeong Lim, Ji Hoe Heo, Hyo Suk Nam, Young Dae Kim, Hyungjong Park, In Gun Hwang, Woo‐Seok Ha, Jin Kyo Choi, Kyungsun Jeong, Joung‐Ho Rha, Hee-Kwon Park, Cindy W. Yoon, Bokyung Kim, Sung‐Il Sohn, Chang-Hyun Kim, Joonsang Yoo, Jeong‐Ho Hong, Sohyeon Kim, Moonkyung Choi, Hyoeun Bae, Jun Seok Lee, Jae‐Joon Lee, Go-Eun Jun, Sujeong Jeon, Bruce Campbell, Peter Mitchell, Nawaf Yassi, Stephen M. Davis, Geoffrey A. Donnan, Mark Parsons, Bernard Yan, Richard Dowling, Steven Bush, Teddy Y. Wu, Darshan G. Shan, Henry Zhao, Patrick Salvaris, Fana Alemseged, Felix Ng, Cameron Williams, Anna Balabanski, Ângela dos Santos, Jo-Lyn Ng, Amy McDonald, David M. Jackson, Jessica Tsoleridis, Lauren Pesavento, Timothy Kleinig, Roy Drew, Rebecca Scroop, Lavenia Cagi, Jackson Harvey, Michael J. Waters, John Thornton, Robert P. Brennan, Alan O’Hare, Sarah Power, David Williams, Karl Boyle, Barry J. Moynihan, Ann-Marie Liddy, Margaret Large, Ailbhe Cullen, Roisin Walsh, Emma Martin, Julie Lynch, Sinéad McElroy, Séan Murphy, Sarah Coveney, Caroline Deegan, Gillian Horgan, Peter J. Kelly, Aoife Laffan, Yudy Llamas-Osorio, Catherine T. Lynch, Peter J. Mac Mahon, Michael Marnane, John McCabe, Paul Burns, Suzanne Tauro, Sarah Cuddy, Ian Rennie, Graham Smyth, Peter Flynn, Ivan Wiggam, Enda Kerr, Patricia Gordon, Patricia Fearon, Geralt Roberts, Cathy Patterson, Karen E. Adams, Brian Wells, Margaret McFarland, Tiago Moreira, Christina Sjöstrand, Michael V. Mazya, Håkan Almqvist, Nils Wahlgren, Anna Steinberg, Charith Cooray, Einar E. Eriksson, M. Thorén, Boris Keselman, Niaz Ahmed, Åke Holmberg, Maria Axelsson, Annika Berglund, Amir Golsari, Julia Hoppe, Milani Deb‐Chatterji, Bastian Cheng, Ewgenia Barow, Eckhard Schlemm, Iris Lettow, Märit Jensen, Dagmar Otto, Kirsten Jaramillo, Hannes Appelbohm, Jens Fiehler, Maxim Bester, Michael Schönfeld, Caspar Brekenfeld, Brigette Holst, Ginette Wortmann, Friederike Koch, Johannes Gerber, Andrij Abramyuk, Daniel Kaiser, Simon Winzer, Alexandra Prakapenia, Lars‐Peder Pallesen, Timo Siepmann, Kristian Barlinn, Kathrin Haase, Angela Sauer, Marios‐Nikos Psychogios, Jan Liman, Alex Brehm, Volker Maus, Nicole Hollstein, Annika Reinke, Gustav Neitz, Marlena Schnieder, Margret Schwarz, Allam Ibrahim, Julia Müller, Stefanie Meister, Berit Bäumle, René Chapot, Sara Pilgram‐Pastor, Marta Wallocha, Michael C. Stauder, Ekin Celik, Paul Stracke, Nicole Müller, Ralph Weber, Roland Veltkamp, Simon Nagel, Peter A. Ringleb, Miriam Heyse, Hemasse Amiri, Sibu Mundiyanapurath, Min Chen, Elisabeth Beyrle, Perdita Beck, Markus Möhlenbruch

Bibliographic record

VenueJAMA Network Open · 2024
Typearticle
Languageen
FieldMedicine
TopicFrailty in Older Adults
Canadian institutionsRoyal University HospitalUniversity of British ColumbiaUniversity of ManitobaOttawa HospitalLibin Cardiovascular Institute of AlbertaUniversity of OttawaNoNO (Canada)University of SaskatchewanUniversity of AlbertaUniversity of Calgary
FundersNational Institute of Neurological Disorders and Stroke
KeywordsMedicineNeuroimagingStroke (engine)Randomized controlled trialInternal medicinePerfusion scanningClinical trialAtrophyPediatricsPsychiatryPerfusion

Abstract

fetched live from OpenAlex

Importance: Age is a leading predictor of poor outcomes after brain injuries like stroke. The extent to which age is associated with preexisting burdens of brain changes, visible on neuroimaging but rarely considered in acute decision-making or trials, is unknown. Objectives: To explore the mediation of age on functional outcome by neuroimaging markers of frailty (hereinafter neuroimaging frailty) in patients with acute ischemic stroke receiving endovascular thrombectomy (EVT). Design, Setting, and Participants: This cohort study was a post hoc analysis of the Safety and Efficacy of Nerinetide (NA-1) in Subjects Undergoing Endovascular Thrombectomy for Stroke (ESCAPE-NA1) randomized clinical trial, which investigated intravenous (IV) nerinetide in patients who underwent EVT within a 12-hour treatment window. Patients from 48 acute care hospitals in 8 countries (Canada, US, Germany, Korea, Australia, Ireland, UK, and Sweden) were enrolled between March 1, 2017, and August 12, 2019. Markers of brain frailty (brain atrophy [subcortical or cortical], white matter disease [periventricular or deep], and the number of lacunes and chronic infarctions) were retrospectively assessed while reviewers were blinded to other imaging (eg, computed tomography angiography, computed tomography perfusion) or outcome variables. All analyses were done between December 1, 2022, and January 31, 2023. Exposures: All patients received EVT and were randomized to IV nerinetide (2.6 mg/kg of body weight) and alteplase (if indicated) treatment vs best medical management. Main Outcome and Measures: The primary outcome was the proportion of the total effect of age on 90-day outcome, mediated by neuroimaging frailty. A combined mediation was also examined by clinical features associated with frailty and neuroimaging markers (total frailty). Structural equation modeling was used to create latent variables as potential mediators, adjusting for baseline, early ischemic changes; stroke severity; onset-to-puncture time; nerinetide treatment; and alteplase treatment. Results: Among a total of 1105 patients enrolled in the study, 1102 (median age, 71 years [IQR, 61-80 years]; 554 [50.3%] male) had interpretable imaging at baseline. Of these participants, 549 (49.8%) were treated with IV nerinetide. The indirect effect of age on 90-day outcome, mediated by neuroimaging frailty, was associated with 85.1% of the total effect (β coefficient, 0.04 per year [95% CI, 0.02-0.06 per year]; P < .001). When including both frailty constructs, the indirect pathway was associated with essentially 100% of the total effect (β coefficient, 0.07 per year [95% CI, 0.03-0.10 per year]; P = .001). Conclusions and Relevance: In this cohort study, a secondary analysis of the ESCAPE-NA1 trial, most of the association between age and 90-day outcome was mediated by neuroimaging frailty, underscoring the importance of features like brain atrophy and small vessel disease, as opposed to chronological age alone, in predicting poststroke outcomes. Future trials could include such frailty features to stratify randomization or improve adjustment in outcome analyses.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.015
Threshold uncertainty score0.378

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.018
GPT teacher head0.288
Teacher spread0.270 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations32
Published2024
Admission routes2
Has abstractyes

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