Cerebral microbleeds and stroke risk after ischaemic stroke or transient ischaemic attack: a pooled analysis of individual patient data from cohort studies


Por: Wilson, D, Ambler, G, Lee, KJ, Lim, JS, Shiozawa, M, Koga, M, Li, LX, Lovelock, C, Chabriat, H, Hennerici, M, Wong, YK, Mak, HKF, Prats-Sanchez, L, Martinez-Domeno, A, Inamura, S, Yoshifuji, K, Arsava, EM, Horstmann, S, Purrucker, J, Lam, BYK, Wong, A, Kim, YD, Song, TJ, Schrooten, M, Lemmens, R, Eppinger, S, Gattringer, T, Uysal, E, Tanriverdi, Z, Bornstein, NM, Ben Assayag, E, Hallevi, H, Tanaka, J, Hara, H, Coutts, SB, Hert, L, Polymeris, A, Seiffge, DJ, Lyrer, P, Algra, A, Kappelle, J, Salman, RAS, Jager, HR, Lip, GYH, Mattle, HP, Panos, LD, Mas, JL, Legrand, L, Karayiannis, C, Phan, T, Gunkel, S, Christ, N, Abrigo, J, Leung, T, Chu, W, Chappell, F, Makin, S, Hayden, D, Williams, DJ, Kooi, ME, van Dam-Nolen, DHK, Barbato, C, Browning, S, Wiegertjes, K, Tuladhar, AM, Maaijwee, N, Guevarra, C, Yatawara, C, Mendyk, AM, Delmaire, C, Kohler, S, van Oostenbrugge, R, Zhou, Y, Xu, C, Hilal, S, Gyanwali, B, Chen, C, Lou, M, Staals, J, Bordet, R, Kandiah, N, de Leeuw, FE, Simister, R, van der Lugt, A, Kelly, PJ, Wardlaw, JM, Soo, Y, Fluri, F, Srikanth, V, Calvet, D, Jung, S, Kwa, VIH, Engelter, ST, Peters, N, Smith, EE, Yakushiji, Y, Orken, DN, Fazekas, F, Thijs, V, Heo, JH, Mok, V, Veltkamp, R, Ay, H, Imaizumi, T, Gomez-Anson, B, Lau, KK, Jouvent, E, Rothwell, PM, Toyoda, K, Bae, HJ, Marti-Fabregas, J, Werring, DJ, Microbleeds Int Collaborative Net

Publicada: 1 jul 2019
Resumen:
Background Cerebral microbleeds are a neuroimaging biomarker of stroke risk. A crucial clinical question is whether cerebral microbleeds indicate patients with recent ischaemic stroke or transient ischaemic attack in whom the rate of future intracranial haemorrhage is likely to exceed that of recurrent ischaemic stroke when treated with antithrombotic drugs. We therefore aimed to establish whether a large burden of cerebral microbleeds or particular anatomical patterns of cerebral microbleeds can identify ischaemic stroke or transient ischaemic attack patients at higher absolute risk of intracranial haemorrhage than ischaemic stroke. Methods We did a pooled analysis of individual patient data from cohort studies in adults with recent ischaemic stroke or transient ischaemic attack. Cohorts were eligible for inclusion if they prospectively recruited adult participants with ischaemic stroke or transient ischaemic attack; included at least 50 participants; collected data on stroke events over at least 3 months follow-up; used an appropriate MRI sequence that is sensitive to magnetic susceptibility; and documented the number and anatomical distribution of cerebral microbleeds reliably using consensus criteria and validated scales. Our prespecified primary outcomes were a composite of any symptomatic intracranial haemorrhage or ischaemic stroke, symptomatic intracranial haemorrhage, and symptomatic ischaemic stroke. We registered this study with the PROSPERO international prospective register of systematic reviews, number CRD42016036602. Findings Between Jan 1, 1996, and Dec 1, 2018, we identified 344 studies. After exclusions for ineligibility or declined requests for inclusion, 20 322 patients from 38 cohorts (over 35 225 patient-years of follow-up; median 1.34 years [IQR 0-19-2.44]) were included in our analyses. The adjusted hazard ratio [aHR] comparing patients with cerebral microbleeds to those without was 1.35 (95% CI 1- 20-1- 50) for the composite outcome of intracranial haemorrhage and ischaemic stroke; 2.45 (1.82 3.29) for intracranial haemorrhage and 1. 23 (1.08 1.40) for ischaemic stroke. The aHR increased with increasing cerebral microbleed burden for intracranial haemorrhage but this effect was less marked for ischaemic stroke (for five or more cerebral microbleeds, aHR 4.55 [95% CI 3.08-6.72] for intracranial haemorrhage vs 1.47 [149-1.80] for ischaemic stroke; for ten or more cerebral microbleeds, aHR 5.52 [3.36-9.05] vs 1.43 [1.07 1.91]; and for >= 20 cerebral microbleeds, aHR 8.61 [4.69 15.81] vs 1.86 [1.23 1.82]). However, irrespective of cerebral microbleed anatomical distribution or burden, the rate of ischaemic stroke exceeded that of intracranial haemorrhage (for ten or more cerebral microbleeds, 64 ischaemic strokes [95% CI 48-84] per 1000 patient-years vs 27 intracranial haemorrhages [17-41] per 1000 patient-years; and for >= 20 cerebral microbleeds, 73 ischaemic strokes [46-108] per 1000 patient-years vs 39 intracranial haemorrhages [21-67] per 1000 patient-years). Interpretation In patients with recent ischaemic stroke or transient ischaemic attack, cerebral microbleeds are associated with a greater relative hazard (aHR) for subsequent intracranial haemorrhage than for ischaemic stroke, but the absolute risk of ischaemic stroke is higher than that of intracranial haemorrhage, regardless of cerebral microbleed presence, antomical distribution, or burden. Copyright (C) 2019 The Author(s). Published by Elsevier Ltd.

Filiaciones:
Wilson, D:
 Natl Hosp Neurol & Neurosurg, London, England

 New Zealand Brain Res Inst, Christchurch, New Zealand

Ambler, G:
 UCL, Dept Stat Sci, London, England

Lee, KJ:
 Seoul Natl Univ, Bundang Hosp, Dept Neurol, Sch Med, Seongnam, South Korea

Lim, JS:
 Hallym Univ, Sacred Heart Hosp, Dept Neurol, Anyang, South Korea

Shiozawa, M:
 Natl Cerebral & Cardiovasc Ctr, Dept Cerebrovasc Med, Suita, Osaka, Japan

Koga, M:
 Natl Cerebral & Cardiovasc Ctr, Dept Cerebrovasc Med, Suita, Osaka, Japan

Li, LX:
 Univ Oxford, Str Prevent Stroke & Dementia, Oxford, England

Lovelock, C:
 Lariboisiere Hosp, AP HP, Dept Neurol, Paris, France

Chabriat, H:
 Lariboisiere Hosp, AP HP, Dept Neurol, Paris, France

 Univ Paris Diderot, Dept Hosp Univ NeuroVasc, Paris, France

 INSERM U1141, Paris, France

Hennerici, M:
 Univ Mannheim, Univ Heidelberg, Dept Neurol, Mannheim, Germany

Wong, YK:
 Univ Hong Kong, Div Neurol, Dept Med, Hong Kong, Peoples R China

Mak, HKF:
 Univ Hong Kong, Dept Diagnost Radiol, Hong Kong, Peoples R China

Prats-Sanchez, L:
 Hosp Santa Creu & Sant Pau, Dept Neurol, Biomed Res Inst, Barcelona, Spain

Martinez-Domeno, A:
 Hosp Santa Creu & Sant Pau, Dept Neurol, Biomed Res Inst, Barcelona, Spain

Inamura, S:
 Kushiro City Gen Hosp, Dept Neurosurg, Kushiro, Japan

Yoshifuji, K:
 Kushiro City Gen Hosp, Dept Neurosurg, Kushiro, Japan

Arsava, EM:
 Harvard Med Sch, Dept Neurol, Massachusetts Gen Hosp, Boston, MA 02115 USA

 Harvard Med Sch, Dept Radiol, Massachusetts Gen Hosp, Boston, MA 02115 USA

Horstmann, S:
 Univ Heidelberg Hosp, Dept Neurol, Heidelberg, Germany

Purrucker, J:
 Univ Heidelberg Hosp, Dept Neurol, Heidelberg, Germany

Lam, BYK:
 Chinese Univ Hong Kong, Dept Med & Therapeut, Gerald Choa Neurosci Ctr, Lui Che Woo Inst Innovat Med,Therese Pei Fong Cho, Hong Kong, Peoples R China

Wong, A:
 Chinese Univ Hong Kong, Dept Med & Therapeut, Gerald Choa Neurosci Ctr, Lui Che Woo Inst Innovat Med,Therese Pei Fong Cho, Hong Kong, Peoples R China

Kim, YD:
 Yonsei Univ, Coll Med, Dept Neurol, Seoul, South Korea

Song, TJ:
 Ewha Womans Univ, Coll Med, Dept Neurol, Seoul, South Korea

Schrooten, M:
 VIB, Ctr Brain & Dis Res, Leuven, Belgium

Lemmens, R:
 Katholieke Univ Leuven, Univ Leuven, Lab Neurobiol, Leuven, Belgium

Eppinger, S:
 Med Univ Graz, Dept Neurol, Graz, Austria

Gattringer, T:
 Med Univ Graz, Dept Neurol, Graz, Austria

Uysal, E:
 Demiroglu Bilim Univ, Dept Neurol, Istanbul, Turkey

Tanriverdi, Z:
 Demiroglu Bilim Univ, Dept Neurol, Istanbul, Turkey

Bornstein, NM:
 Tel Aviv Sourasky Med Ctr, Dept Neurol, Tel Aviv, Israel

 Tel Aviv Univ, Sackler Fac Med, Tel Aviv, Israel

Ben Assayag, E:
 Tel Aviv Sourasky Med Ctr, Dept Neurol, Tel Aviv, Israel

 Tel Aviv Univ, Sackler Fac Med, Tel Aviv, Israel

Hallevi, H:
 Tel Aviv Sourasky Med Ctr, Dept Neurol, Tel Aviv, Israel

 Tel Aviv Univ, Sackler Fac Med, Tel Aviv, Israel

Tanaka, J:
 Saga Univ, Fac Med, Div Neurol, Dept Internal Med, Saga, Japan

Hara, H:
 Saga Univ, Fac Med, Div Neurol, Dept Internal Med, Saga, Japan

Coutts, SB:
 Univ Calgary, Hotchkiss Brain Inst, Dept Clin Neurosci Radiol & Community Hlth Sci, Calgary Stroke Program, Calgary, AB, Canada

Hert, L:
 Univ Basel Hosp, Dept Neurol, Basel, Switzerland

 Univ Basel Hosp, Stroke Ctr, Basel, Switzerland

 Univ Basel, Basel, Switzerland

Polymeris, A:
 Univ Basel Hosp, Dept Neurol, Basel, Switzerland

 Univ Basel Hosp, Stroke Ctr, Basel, Switzerland

 Univ Basel, Basel, Switzerland

Seiffge, DJ:
 UCL Queen Sq Inst Neurol, Stroke Res Ctr, Dept Brain Repair & Rehabil, London WC1B 5EH, England

 Natl Hosp Neurol & Neurosurg, London, England

 Univ Basel Hosp, Dept Neurol, Basel, Switzerland

 Univ Basel Hosp, Stroke Ctr, Basel, Switzerland

 Univ Basel, Basel, Switzerland

 Univ Bern, Univ Hosp Bern, Dept Diagnost & Intervent Neuroradiol, Bern, Switzerland

 Univ Bern, Univ Hosp Bern, Dept Neurol, Inselspital, Bern, Switzerland

Lyrer, P:
 Univ Basel Hosp, Dept Neurol, Basel, Switzerland

 Univ Basel Hosp, Stroke Ctr, Basel, Switzerland

 Univ Basel, Basel, Switzerland

Algra, A:
 Univ Med Ctr Utrecht, Julius Ctr Hlth Sci & Primary Care, Utrecht, Netherlands

 Univ Med Ctr Utrecht, Dept Neurol & Neurosurg, Utrecht Stroke Ctr, Utrecht, Netherlands

 Univ Utrecht, Utrecht, Netherlands

Kappelle, J:
 Univ Med Ctr Utrecht, Dept Neurol & Neurosurg, Utrecht Stroke Ctr, Utrecht, Netherlands

 Univ Utrecht, Utrecht, Netherlands

Salman, RAS:
 Univ Edinburgh, Ctr Clin Brain Sci, Edinburgh, Midlothian, Scotland

Jager, HR:
 Natl Hosp Neurol & Neurosurg, London, England

 UCL Inst Neurol, Dept Brain Repair & Rehabil, Lysholm Dept Neuroradiol, London, England

 UCL Inst Neurol, Neuroradiol Acad Unit, London, England

Lip, GYH:
 Univ Liverpool, Cardiovasc Sci, Liverpool Heart & Chest Hosp, Liverpool, Merseyside, England

 Aalborg Univ, Aalborg Thrombosis Res Unit, Dept Clin Med, Aalborg, Denmark

Mattle, HP:
 Univ Bern, Univ Hosp Bern, Dept Diagnost & Intervent Neuroradiol, Bern, Switzerland

 Univ Bern, Univ Hosp Bern, Dept Neurol, Inselspital, Bern, Switzerland

Panos, LD:
 Univ Bern, Univ Hosp Bern, Dept Diagnost & Intervent Neuroradiol, Bern, Switzerland

 Univ Bern, Univ Hosp Bern, Dept Neurol, Inselspital, Bern, Switzerland

Mas, JL:
 Paris Descartes Univ, INSERM U1266, St Anne Hosp, Dept Neurol, Paris, France

Legrand, L:
 Paris Descartes Univ, INSERM U1266, St Anne Hosp, Dept Neuroradiol, Paris, France

Karayiannis, C:
 Peninsula Hlth, Peninsula Clin Sch, Melbourne, Vic, Australia

Phan, T:
 Monash Univ, Stroke & Ageing Res Grp, Sch Clin Sci, Monash Hlth, Melbourne, Vic, Australia

Gunkel, S:
 Univ Hosp Wurzburg, Dept Neurol, Josef Schneider Str 11, Wurzburg, Germany

Christ, N:
 Univ Hosp Wurzburg, Dept Neurol, Josef Schneider Str 11, Wurzburg, Germany

Abrigo, J:
 Chinese Univ Hong Kong, Dept Imaging & Intervent Radiol, Prince Wales Hosp, Hong Kong, Peoples R China

 Chinese Univ Hong Kong, Dept Med & Therapeut, Prince Wales Hosp, Hong Kong, Peoples R China

Leung, T:
 Chinese Univ Hong Kong, Dept Med & Therapeut, Prince Wales Hosp, Hong Kong, Peoples R China

Chu, W:
 Chinese Univ Hong Kong, Dept Imaging & Intervent Radiol, Prince Wales Hosp, Hong Kong, Peoples R China

 Chinese Univ Hong Kong, Dept Med & Therapeut, Prince Wales Hosp, Hong Kong, Peoples R China

Chappell, F:
 Univ Edinburgh, Edinburgh Imaging, Edinburgh, Midlothian, Scotland

 Univ Edinburgh, Sch Clin Sci, Edinburgh, Midlothian, Scotland

Makin, S:
 Univ Glasgow, Inst Cardiovasc & Med Sci, Glasgow, Lanark, Scotland

Hayden, D:
 Univ Coll Dublin, Neurovasc Res Unit & Hlth Res Board, Stroke Clin Trials Network Ireland, Dublin, Ireland

Williams, DJ:
 UCL Queen Sq Inst Neurol, Stroke Res Ctr, Dept Brain Repair & Rehabil, London WC1B 5EH, England

 Royal Coll Surgeons Ireland, Dept Geriatr & Stroke Med, Dublin, Ireland

 Beaumont Hosp, Dublin, Ireland

Kooi, ME:
 Maastricht Univ, Med Ctr, Dept Radiol & Nucl Med, Maastricht, Netherlands

 Maastricht Univ, Med Ctr, Dept Neurol, CARIM Sch Cardiovasc Dis, Maastricht, Netherlands

van Dam-Nolen, DHK:
 Univ Med Ctr, Erasmus Med Ctr, Dept Radiol & Nucl Med, Rotterdam, Netherlands

Barbato, C:
 UCL Queen Sq Inst Neurol, Stroke Res Ctr, Dept Brain Repair & Rehabil, London WC1B 5EH, England

 Natl Hosp Neurol & Neurosurg, London, England

 Univ Coll London Hosp NHS Trust, Comprehens Stroke Serv, London, England

Browning, S:
 UCL Queen Sq Inst Neurol, Stroke Res Ctr, Dept Brain Repair & Rehabil, London WC1B 5EH, England

 Natl Hosp Neurol & Neurosurg, London, England

 Univ Coll London Hosp NHS Trust, Comprehens Stroke Serv, London, England

Wiegertjes, K:
 Radboud Univ Nijmegen, Donders Ctr Med Neurosci, Med Ctr, Dept Neurol,Donders Inst Brain Cognit & Behav,Don, Nijmegen, Netherlands

Tuladhar, AM:
 Radboud Univ Nijmegen, Donders Ctr Med Neurosci, Med Ctr, Dept Neurol,Donders Inst Brain Cognit & Behav,Don, Nijmegen, Netherlands

Maaijwee, N:
 Lucerne State Hosp, Luzern, Switzerland

 Ctr Neurol & Neurorehabil, Luzern, Switzerland

Guevarra, C:
 Natl Neurosci Inst, Dept Neurol, Singapore, Singapore

Yatawara, C:
 Natl Neurosci Inst, Dept Neurol, Singapore, Singapore

Mendyk, AM:
 Univ Lille, INSERM, CHU Lille, Degenerat & Vasc Cognit Disorders U1171, Lille, France

Delmaire, C:
 Univ Lille, INSERM, CHU Lille, Degenerat & Vasc Cognit Disorders U1171, Lille, France

Kohler, S:
 Maastricht Univ, Dept Psychiat & Neuropsychol, Sch Mental Hlth & Neurosci, Maastricht, Netherlands

van Oostenbrugge, R:
 Maastricht Univ, Med Ctr, Dept Neurol, CARIM Sch Cardiovasc Dis, Maastricht, Netherlands

Zhou, Y:
 Zhejiang Univ, Sch Med, Affiliated Hosp 2, Dept Neurol, Hangzhou, Zhejiang, Peoples R China

Xu, C:
 Zhejiang Univ, Sch Med, Affiliated Hosp 2, Dept Neurol, Hangzhou, Zhejiang, Peoples R China

Hilal, S:
 Natl Univ Hlth Syst, Memory Aging & Cognit Ctr, Singapore, Singapore

Gyanwali, B:
 Natl Univ Hlth Syst, Memory Aging & Cognit Ctr, Singapore, Singapore

Chen, C:
 Natl Univ Hlth Syst, Memory Aging & Cognit Ctr, Singapore, Singapore

Lou, M:
 Zhejiang Univ, Sch Med, Affiliated Hosp 2, Dept Neurol, Hangzhou, Zhejiang, Peoples R China

Staals, J:
 Maastricht Univ, Med Ctr, Dept Neurol, CARIM Sch Cardiovasc Dis, Maastricht, Netherlands

Bordet, R:
 Univ Lille, INSERM, CHU Lille, Degenerat & Vasc Cognit Disorders U1171, Lille, France

Kandiah, N:
 Natl Neurosci Inst, Dept Neurol, Singapore, Singapore

de Leeuw, FE:
 Radboud Univ Nijmegen, Donders Ctr Med Neurosci, Med Ctr, Dept Neurol,Donders Inst Brain Cognit & Behav,Don, Nijmegen, Netherlands

Simister, R:
 UCL Queen Sq Inst Neurol, Stroke Res Ctr, Dept Brain Repair & Rehabil, London WC1B 5EH, England

 Natl Hosp Neurol & Neurosurg, London, England

 Univ Coll London Hosp NHS Trust, Comprehens Stroke Serv, London, England

van der Lugt, A:
 Univ Med Ctr, Erasmus Med Ctr, Dept Radiol & Nucl Med, Rotterdam, Netherlands

Kelly, PJ:
 Univ Coll Dublin, Neurovasc Res Unit & Hlth Res Board, Stroke Clin Trials Network Ireland, Dublin, Ireland

Wardlaw, JM:
 Univ Edinburgh, Sch Clin Sci, Edinburgh, Midlothian, Scotland

Soo, Y:
 Chinese Univ Hong Kong, Dept Med & Therapeut, Prince Wales Hosp, Hong Kong, Peoples R China

Fluri, F:
 Univ Hosp Wurzburg, Dept Neurol, Josef Schneider Str 11, Wurzburg, Germany

Srikanth, V:
 Peninsula Hlth, Peninsula Clin Sch, Melbourne, Vic, Australia

Calvet, D:
 Paris Descartes Univ, INSERM U1266, St Anne Hosp, Dept Neurol, Paris, France

Jung, S:
 Univ Bern, Univ Hosp Bern, Dept Diagnost & Intervent Neuroradiol, Bern, Switzerland

 Univ Bern, Univ Hosp Bern, Dept Neurol, Inselspital, Bern, Switzerland

Kwa, VIH:
 Onze Lieve Vrouw Hosp, Dept Neurol, Amsterdam, Netherlands

Engelter, ST:
 Univ Basel Hosp, Dept Neurol, Basel, Switzerland

 Univ Basel Hosp, Stroke Ctr, Basel, Switzerland

 Univ Basel, Basel, Switzerland

 Univ Basel, Univ Dept Geriatr Med FELIX PLATTER, Neurol & Neurorehabil, Basel, Switzerland

Peters, N:
 Univ Basel Hosp, Dept Neurol, Basel, Switzerland

 Univ Basel Hosp, Stroke Ctr, Basel, Switzerland

 Univ Basel, Basel, Switzerland

 Univ Basel, Univ Dept Geriatr Med FELIX PLATTER, Neurol & Neurorehabil, Basel, Switzerland

Smith, EE:
 Univ Calgary, Hotchkiss Brain Inst, Dept Clin Neurosci Radiol & Community Hlth Sci, Calgary Stroke Program, Calgary, AB, Canada

Yakushiji, Y:
 Saga Univ, Fac Med, Div Neurol, Dept Internal Med, Saga, Japan

Orken, DN:
 Demiroglu Bilim Univ, Dept Neurol, Istanbul, Turkey

Fazekas, F:
 Med Univ Graz, Dept Neurol, Graz, Austria

Thijs, V:
 Univ Melbourne, Florey Inst Neurosci & Mental Hlth, Stroke Div, Melbourne, Vic, Australia

 Austin Hlth, Dept Neurol, Melbourne, Vic, Australia

 Univ Hosp Leuven, Dept Neurosci, Leuven, Belgium

Heo, JH:
 Yonsei Univ, Coll Med, Dept Neurol, Seoul, South Korea

Mok, V:
 Chinese Univ Hong Kong, Dept Med & Therapeut, Gerald Choa Neurosci Ctr, Lui Che Woo Inst Innovat Med,Therese Pei Fong Cho, Hong Kong, Peoples R China

Veltkamp, R:
 Univ Heidelberg Hosp, Dept Neurol, Heidelberg, Germany

 Imperial Coll London, Dept Stroke Med, London, England

Ay, H:
 Harvard Med Sch, Dept Neurol, Massachusetts Gen Hosp, Boston, MA 02115 USA

 Harvard Med Sch, Dept Radiol, Massachusetts Gen Hosp, Boston, MA 02115 USA

Imaizumi, T:
 Kushiro City Gen Hosp, Dept Neurosurg, Kushiro, Japan

Gomez-Anson, B:
 Univ Autonoma Barcelona, Unit Neuroradiol, Hosp Santa Creu & St Pau, Barcelona, Spain

Lau, KK:
 Univ Hong Kong, Div Neurol, Dept Med, Hong Kong, Peoples R China

Jouvent, E:
 Univ Paris Diderot, Dept Hosp Univ NeuroVasc, Paris, France

 INSERM U1141, Paris, France

Rothwell, PM:
 Univ Oxford, Str Prevent Stroke & Dementia, Oxford, England

Toyoda, K:
 Natl Cerebral & Cardiovasc Ctr, Dept Cerebrovasc Med, Suita, Osaka, Japan

Bae, HJ:
 Seoul Natl Univ, Bundang Hosp, Dept Neurol, Sch Med, Seongnam, South Korea

Marti-Fabregas, J:
 Hosp Santa Creu & Sant Pau, Dept Neurol, Biomed Res Inst, Barcelona, Spain

Werring, DJ:
 UCL Queen Sq Inst Neurol, Stroke Res Ctr, Dept Brain Repair & Rehabil, London WC1B 5EH, England
ISSN: 14744422
Editorial
ELSEVIER SCIENCE INC, STE 800, 230 PARK AVE, NEW YORK, NY 10169 USA, Reino Unido
Tipo de documento: Article
Volumen: 18 Número: 7
Páginas: 653-665
WOS Id: 000471176500014
ID de PubMed: 31130428
imagen Green Published, Green Accepted, hybrid

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