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Absolute risk and predictors of the growth of acute spontaneous intracerebral haemorrhage: a systematic review and meta-analysis of individual patient data
BACKGROUND: Intracerebral haemorrhage growth is associated with poor clinical outcome and is a therapeutic target for improving outcome. We aimed to determine the absolute risk and predictors of intracerebral haemorrhage growth, develop and validate prediction models, and evaluate the added value of...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lancet Pub. Group
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6143589/ https://www.ncbi.nlm.nih.gov/pubmed/30120039 http://dx.doi.org/10.1016/S1474-4422(18)30253-9 |
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author | Al-Shahi Salman, Rustam Frantzias, Joseph Lee, Robert J Lyden, Patrick D Battey, Thomas W K Ayres, Alison M Goldstein, Joshua N Mayer, Stephan A Steiner, Thorsten Wang, Xia Arima, Hisatomi Hasegawa, Hitoshi Oishi, Makoto Godoy, Daniel A Masotti, Luca Dowlatshahi, Dar Rodriguez-Luna, David Molina, Carlos A Jang, Dong-Kyu Davalos, Antonio Castillo, José Yao, Xiaoying Claassen, Jan Volbers, Bastian Kazui, Seiji Okada, Yasushi Fujimoto, Shigeru Toyoda, Kazunori Li, Qi Khoury, Jane Delgado, Pilar Sabín, José Álvarez Hernández-Guillamon, Mar Prats-Sánchez, Luis Cai, Chunyan Kate, Mahesh P McCourt, Rebecca Venkatasubramanian, Chitra Diringer, Michael N Ikeda, Yukio Worthmann, Hans Ziai, Wendy C d'Esterre, Christopher D Aviv, Richard I Raab, Peter Murai, Yasuo Zazulia, Allyson R Butcher, Kenneth S Seyedsaadat, Seyed Mohammad Grotta, James C Martí-Fàbregas, Joan Montaner, Joan Broderick, Joseph Yamamoto, Haruko Staykov, Dimitre Connolly, E Sander Selim, Magdy Leira, Rogelio Moon, Byung Hoo Demchuk, Andrew M Di Napoli, Mario Fujii, Yukihiko Anderson, Craig S Rosand, Jonathan |
author_facet | Al-Shahi Salman, Rustam Frantzias, Joseph Lee, Robert J Lyden, Patrick D Battey, Thomas W K Ayres, Alison M Goldstein, Joshua N Mayer, Stephan A Steiner, Thorsten Wang, Xia Arima, Hisatomi Hasegawa, Hitoshi Oishi, Makoto Godoy, Daniel A Masotti, Luca Dowlatshahi, Dar Rodriguez-Luna, David Molina, Carlos A Jang, Dong-Kyu Davalos, Antonio Castillo, José Yao, Xiaoying Claassen, Jan Volbers, Bastian Kazui, Seiji Okada, Yasushi Fujimoto, Shigeru Toyoda, Kazunori Li, Qi Khoury, Jane Delgado, Pilar Sabín, José Álvarez Hernández-Guillamon, Mar Prats-Sánchez, Luis Cai, Chunyan Kate, Mahesh P McCourt, Rebecca Venkatasubramanian, Chitra Diringer, Michael N Ikeda, Yukio Worthmann, Hans Ziai, Wendy C d'Esterre, Christopher D Aviv, Richard I Raab, Peter Murai, Yasuo Zazulia, Allyson R Butcher, Kenneth S Seyedsaadat, Seyed Mohammad Grotta, James C Martí-Fàbregas, Joan Montaner, Joan Broderick, Joseph Yamamoto, Haruko Staykov, Dimitre Connolly, E Sander Selim, Magdy Leira, Rogelio Moon, Byung Hoo Demchuk, Andrew M Di Napoli, Mario Fujii, Yukihiko Anderson, Craig S Rosand, Jonathan |
author_sort | Al-Shahi Salman, Rustam |
collection | PubMed |
description | BACKGROUND: Intracerebral haemorrhage growth is associated with poor clinical outcome and is a therapeutic target for improving outcome. We aimed to determine the absolute risk and predictors of intracerebral haemorrhage growth, develop and validate prediction models, and evaluate the added value of CT angiography. METHODS: In a systematic review of OVID MEDLINE—with additional hand-searching of relevant studies' bibliographies— from Jan 1, 1970, to Dec 31, 2015, we identified observational cohorts and randomised trials with repeat scanning protocols that included at least ten patients with acute intracerebral haemorrhage. We sought individual patient-level data from corresponding authors for patients aged 18 years or older with data available from brain imaging initially done 0·5–24 h and repeated fewer than 6 days after symptom onset, who had baseline intracerebral haemorrhage volume of less than 150 mL, and did not undergo acute treatment that might reduce intracerebral haemorrhage volume. We estimated the absolute risk and predictors of the primary outcome of intracerebral haemorrhage growth (defined as >6 mL increase in intracerebral haemorrhage volume on repeat imaging) using multivariable logistic regression models in development and validation cohorts in four subgroups of patients, using a hierarchical approach: patients not taking anticoagulant therapy at intracerebral haemorrhage onset (who constituted the largest subgroup), patients taking anticoagulant therapy at intracerebral haemorrhage onset, patients from cohorts that included at least some patients taking anticoagulant therapy at intracerebral haemorrhage onset, and patients for whom both information about anticoagulant therapy at intracerebral haemorrhage onset and spot sign on acute CT angiography were known. FINDINGS: Of 4191 studies identified, 77 were eligible for inclusion. Overall, 36 (47%) cohorts provided data on 5435 eligible patients. 5076 of these patients were not taking anticoagulant therapy at symptom onset (median age 67 years, IQR 56–76), of whom 1009 (20%) had intracerebral haemorrhage growth. Multivariable models of patients with data on antiplatelet therapy use, data on anticoagulant therapy use, and assessment of CT angiography spot sign at symptom onset showed that time from symptom onset to baseline imaging (odds ratio 0·50, 95% CI 0·36–0·70; p<0·0001), intracerebral haemorrhage volume on baseline imaging (7·18, 4·46–11·60; p<0·0001), antiplatelet use (1·68, 1·06–2·66; p=0·026), and anticoagulant use (3·48, 1·96–6·16; p<0·0001) were independent predictors of intracerebral haemorrhage growth (C-index 0·78, 95% CI 0·75–0·82). Addition of CT angiography spot sign (odds ratio 4·46, 95% CI 2·95–6·75; p<0·0001) to the model increased the C-index by 0·05 (95% CI 0·03–0·07). INTERPRETATION: In this large patient-level meta-analysis, models using four or five predictors had acceptable to good discrimination. These models could inform the location and frequency of observations on patients in clinical practice, explain treatment effects in prior randomised trials, and guide the design of future trials. FUNDING: UK Medical Research Council and British Heart Foundation. |
format | Online Article Text |
id | pubmed-6143589 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Lancet Pub. Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-61435892018-10-01 Absolute risk and predictors of the growth of acute spontaneous intracerebral haemorrhage: a systematic review and meta-analysis of individual patient data Al-Shahi Salman, Rustam Frantzias, Joseph Lee, Robert J Lyden, Patrick D Battey, Thomas W K Ayres, Alison M Goldstein, Joshua N Mayer, Stephan A Steiner, Thorsten Wang, Xia Arima, Hisatomi Hasegawa, Hitoshi Oishi, Makoto Godoy, Daniel A Masotti, Luca Dowlatshahi, Dar Rodriguez-Luna, David Molina, Carlos A Jang, Dong-Kyu Davalos, Antonio Castillo, José Yao, Xiaoying Claassen, Jan Volbers, Bastian Kazui, Seiji Okada, Yasushi Fujimoto, Shigeru Toyoda, Kazunori Li, Qi Khoury, Jane Delgado, Pilar Sabín, José Álvarez Hernández-Guillamon, Mar Prats-Sánchez, Luis Cai, Chunyan Kate, Mahesh P McCourt, Rebecca Venkatasubramanian, Chitra Diringer, Michael N Ikeda, Yukio Worthmann, Hans Ziai, Wendy C d'Esterre, Christopher D Aviv, Richard I Raab, Peter Murai, Yasuo Zazulia, Allyson R Butcher, Kenneth S Seyedsaadat, Seyed Mohammad Grotta, James C Martí-Fàbregas, Joan Montaner, Joan Broderick, Joseph Yamamoto, Haruko Staykov, Dimitre Connolly, E Sander Selim, Magdy Leira, Rogelio Moon, Byung Hoo Demchuk, Andrew M Di Napoli, Mario Fujii, Yukihiko Anderson, Craig S Rosand, Jonathan Lancet Neurol Article BACKGROUND: Intracerebral haemorrhage growth is associated with poor clinical outcome and is a therapeutic target for improving outcome. We aimed to determine the absolute risk and predictors of intracerebral haemorrhage growth, develop and validate prediction models, and evaluate the added value of CT angiography. METHODS: In a systematic review of OVID MEDLINE—with additional hand-searching of relevant studies' bibliographies— from Jan 1, 1970, to Dec 31, 2015, we identified observational cohorts and randomised trials with repeat scanning protocols that included at least ten patients with acute intracerebral haemorrhage. We sought individual patient-level data from corresponding authors for patients aged 18 years or older with data available from brain imaging initially done 0·5–24 h and repeated fewer than 6 days after symptom onset, who had baseline intracerebral haemorrhage volume of less than 150 mL, and did not undergo acute treatment that might reduce intracerebral haemorrhage volume. We estimated the absolute risk and predictors of the primary outcome of intracerebral haemorrhage growth (defined as >6 mL increase in intracerebral haemorrhage volume on repeat imaging) using multivariable logistic regression models in development and validation cohorts in four subgroups of patients, using a hierarchical approach: patients not taking anticoagulant therapy at intracerebral haemorrhage onset (who constituted the largest subgroup), patients taking anticoagulant therapy at intracerebral haemorrhage onset, patients from cohorts that included at least some patients taking anticoagulant therapy at intracerebral haemorrhage onset, and patients for whom both information about anticoagulant therapy at intracerebral haemorrhage onset and spot sign on acute CT angiography were known. FINDINGS: Of 4191 studies identified, 77 were eligible for inclusion. Overall, 36 (47%) cohorts provided data on 5435 eligible patients. 5076 of these patients were not taking anticoagulant therapy at symptom onset (median age 67 years, IQR 56–76), of whom 1009 (20%) had intracerebral haemorrhage growth. Multivariable models of patients with data on antiplatelet therapy use, data on anticoagulant therapy use, and assessment of CT angiography spot sign at symptom onset showed that time from symptom onset to baseline imaging (odds ratio 0·50, 95% CI 0·36–0·70; p<0·0001), intracerebral haemorrhage volume on baseline imaging (7·18, 4·46–11·60; p<0·0001), antiplatelet use (1·68, 1·06–2·66; p=0·026), and anticoagulant use (3·48, 1·96–6·16; p<0·0001) were independent predictors of intracerebral haemorrhage growth (C-index 0·78, 95% CI 0·75–0·82). Addition of CT angiography spot sign (odds ratio 4·46, 95% CI 2·95–6·75; p<0·0001) to the model increased the C-index by 0·05 (95% CI 0·03–0·07). INTERPRETATION: In this large patient-level meta-analysis, models using four or five predictors had acceptable to good discrimination. These models could inform the location and frequency of observations on patients in clinical practice, explain treatment effects in prior randomised trials, and guide the design of future trials. FUNDING: UK Medical Research Council and British Heart Foundation. Lancet Pub. Group 2018-10 /pmc/articles/PMC6143589/ /pubmed/30120039 http://dx.doi.org/10.1016/S1474-4422(18)30253-9 Text en © 2018 The Author(s). Published by Elsevier Ltd. This is an Open Access article under the CC BY 4.0 license http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Al-Shahi Salman, Rustam Frantzias, Joseph Lee, Robert J Lyden, Patrick D Battey, Thomas W K Ayres, Alison M Goldstein, Joshua N Mayer, Stephan A Steiner, Thorsten Wang, Xia Arima, Hisatomi Hasegawa, Hitoshi Oishi, Makoto Godoy, Daniel A Masotti, Luca Dowlatshahi, Dar Rodriguez-Luna, David Molina, Carlos A Jang, Dong-Kyu Davalos, Antonio Castillo, José Yao, Xiaoying Claassen, Jan Volbers, Bastian Kazui, Seiji Okada, Yasushi Fujimoto, Shigeru Toyoda, Kazunori Li, Qi Khoury, Jane Delgado, Pilar Sabín, José Álvarez Hernández-Guillamon, Mar Prats-Sánchez, Luis Cai, Chunyan Kate, Mahesh P McCourt, Rebecca Venkatasubramanian, Chitra Diringer, Michael N Ikeda, Yukio Worthmann, Hans Ziai, Wendy C d'Esterre, Christopher D Aviv, Richard I Raab, Peter Murai, Yasuo Zazulia, Allyson R Butcher, Kenneth S Seyedsaadat, Seyed Mohammad Grotta, James C Martí-Fàbregas, Joan Montaner, Joan Broderick, Joseph Yamamoto, Haruko Staykov, Dimitre Connolly, E Sander Selim, Magdy Leira, Rogelio Moon, Byung Hoo Demchuk, Andrew M Di Napoli, Mario Fujii, Yukihiko Anderson, Craig S Rosand, Jonathan Absolute risk and predictors of the growth of acute spontaneous intracerebral haemorrhage: a systematic review and meta-analysis of individual patient data |
title | Absolute risk and predictors of the growth of acute spontaneous intracerebral haemorrhage: a systematic review and meta-analysis of individual patient data |
title_full | Absolute risk and predictors of the growth of acute spontaneous intracerebral haemorrhage: a systematic review and meta-analysis of individual patient data |
title_fullStr | Absolute risk and predictors of the growth of acute spontaneous intracerebral haemorrhage: a systematic review and meta-analysis of individual patient data |
title_full_unstemmed | Absolute risk and predictors of the growth of acute spontaneous intracerebral haemorrhage: a systematic review and meta-analysis of individual patient data |
title_short | Absolute risk and predictors of the growth of acute spontaneous intracerebral haemorrhage: a systematic review and meta-analysis of individual patient data |
title_sort | absolute risk and predictors of the growth of acute spontaneous intracerebral haemorrhage: a systematic review and meta-analysis of individual patient data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6143589/ https://www.ncbi.nlm.nih.gov/pubmed/30120039 http://dx.doi.org/10.1016/S1474-4422(18)30253-9 |
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