Cargando…

Stroke risk in older British men: Comparing performance of stroke-specific and composite-CVD risk prediction tools

Stroke risk is currently estimated as part of the composite risk of cardiovascular disease (CVD). We investigated if composite-CVD risk prediction tools QRISK3 and Pooled Cohort Equations-PCE, derived from middle-aged adults, are as good as stroke-specific Framingham Stroke Risk Profile-FSRP and QSt...

Descripción completa

Detalles Bibliográficos
Autores principales: Ahmed, Ayesha, Ambler, Gareth, Pinto Pereira, Snehal M., Lennon, Lucy, Papacosta, Olia, Whincup, Peter, Wannamethee, Goya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9938339/
https://www.ncbi.nlm.nih.gov/pubmed/36820364
http://dx.doi.org/10.1016/j.pmedr.2022.102098
_version_ 1784890606157299712
author Ahmed, Ayesha
Ambler, Gareth
Pinto Pereira, Snehal M.
Lennon, Lucy
Papacosta, Olia
Whincup, Peter
Wannamethee, Goya
author_facet Ahmed, Ayesha
Ambler, Gareth
Pinto Pereira, Snehal M.
Lennon, Lucy
Papacosta, Olia
Whincup, Peter
Wannamethee, Goya
author_sort Ahmed, Ayesha
collection PubMed
description Stroke risk is currently estimated as part of the composite risk of cardiovascular disease (CVD). We investigated if composite-CVD risk prediction tools QRISK3 and Pooled Cohort Equations-PCE, derived from middle-aged adults, are as good as stroke-specific Framingham Stroke Risk Profile-FSRP and QStroke for capturing the true risk of stroke in older adults. External validation for 10y stroke outcomes was performed in men (60-79y) of the British Regional Heart Study. Discrimination and calibration were assessed in separate validation samples (FSRP n = 3762, QStroke n = 3376, QRISK3 n = 2669 and PCE n = 3047) with/without adjustment for competing risks. Sensitivity/specificity were examined using observed and clinically recommended thresholds. Performance of FSRP, QStroke and QRISK3 was further compared head-to-head in 2441 men free of a range of CVD, including across age-groups. Observed 10y risk (/1000PY) ranged from 6.8 (hard strokes) to 11 (strokes/transient ischemic attacks). All tools discriminated weakly, C-indices 0.63–0.66. FSRP and QStroke overestimated risk at higher predicted probabilities. QRISK3 and PCE showed reasonable calibration overall with minor mis-estimations across the risk range. Performance worsened on adjusting for competing non-stroke deaths. However, in men without CVD, QRISK3 displayed relatively better calibration for stroke events, even after adjustment for competing deaths, including in oldest men. All tools displayed similar sensitivity (63–73 %) and specificity (52–54 %) using observed risks as cut-offs. When QRISK3 and PCE were evaluated using thresholds for CVD prevention, sensitivity for stroke events was 99 %, with false positive rate 97 % suggesting existing intervention thresholds may need to be re-examined to reflect age-related stroke burden.
format Online
Article
Text
id pubmed-9938339
institution National Center for Biotechnology Information
language English
publishDate 2022
record_format MEDLINE/PubMed
spelling pubmed-99383392023-02-19 Stroke risk in older British men: Comparing performance of stroke-specific and composite-CVD risk prediction tools Ahmed, Ayesha Ambler, Gareth Pinto Pereira, Snehal M. Lennon, Lucy Papacosta, Olia Whincup, Peter Wannamethee, Goya Prev Med Rep Regular Article Stroke risk is currently estimated as part of the composite risk of cardiovascular disease (CVD). We investigated if composite-CVD risk prediction tools QRISK3 and Pooled Cohort Equations-PCE, derived from middle-aged adults, are as good as stroke-specific Framingham Stroke Risk Profile-FSRP and QStroke for capturing the true risk of stroke in older adults. External validation for 10y stroke outcomes was performed in men (60-79y) of the British Regional Heart Study. Discrimination and calibration were assessed in separate validation samples (FSRP n = 3762, QStroke n = 3376, QRISK3 n = 2669 and PCE n = 3047) with/without adjustment for competing risks. Sensitivity/specificity were examined using observed and clinically recommended thresholds. Performance of FSRP, QStroke and QRISK3 was further compared head-to-head in 2441 men free of a range of CVD, including across age-groups. Observed 10y risk (/1000PY) ranged from 6.8 (hard strokes) to 11 (strokes/transient ischemic attacks). All tools discriminated weakly, C-indices 0.63–0.66. FSRP and QStroke overestimated risk at higher predicted probabilities. QRISK3 and PCE showed reasonable calibration overall with minor mis-estimations across the risk range. Performance worsened on adjusting for competing non-stroke deaths. However, in men without CVD, QRISK3 displayed relatively better calibration for stroke events, even after adjustment for competing deaths, including in oldest men. All tools displayed similar sensitivity (63–73 %) and specificity (52–54 %) using observed risks as cut-offs. When QRISK3 and PCE were evaluated using thresholds for CVD prevention, sensitivity for stroke events was 99 %, with false positive rate 97 % suggesting existing intervention thresholds may need to be re-examined to reflect age-related stroke burden. 2022-12-24 /pmc/articles/PMC9938339/ /pubmed/36820364 http://dx.doi.org/10.1016/j.pmedr.2022.102098 Text en © 2022 The Author(s) https://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 Regular Article
Ahmed, Ayesha
Ambler, Gareth
Pinto Pereira, Snehal M.
Lennon, Lucy
Papacosta, Olia
Whincup, Peter
Wannamethee, Goya
Stroke risk in older British men: Comparing performance of stroke-specific and composite-CVD risk prediction tools
title Stroke risk in older British men: Comparing performance of stroke-specific and composite-CVD risk prediction tools
title_full Stroke risk in older British men: Comparing performance of stroke-specific and composite-CVD risk prediction tools
title_fullStr Stroke risk in older British men: Comparing performance of stroke-specific and composite-CVD risk prediction tools
title_full_unstemmed Stroke risk in older British men: Comparing performance of stroke-specific and composite-CVD risk prediction tools
title_short Stroke risk in older British men: Comparing performance of stroke-specific and composite-CVD risk prediction tools
title_sort stroke risk in older british men: comparing performance of stroke-specific and composite-cvd risk prediction tools
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9938339/
https://www.ncbi.nlm.nih.gov/pubmed/36820364
http://dx.doi.org/10.1016/j.pmedr.2022.102098
work_keys_str_mv AT ahmedayesha strokeriskinolderbritishmencomparingperformanceofstrokespecificandcompositecvdriskpredictiontools
AT amblergareth strokeriskinolderbritishmencomparingperformanceofstrokespecificandcompositecvdriskpredictiontools
AT pintopereirasnehalm strokeriskinolderbritishmencomparingperformanceofstrokespecificandcompositecvdriskpredictiontools
AT lennonlucy strokeriskinolderbritishmencomparingperformanceofstrokespecificandcompositecvdriskpredictiontools
AT papacostaolia strokeriskinolderbritishmencomparingperformanceofstrokespecificandcompositecvdriskpredictiontools
AT whincuppeter strokeriskinolderbritishmencomparingperformanceofstrokespecificandcompositecvdriskpredictiontools
AT wannametheegoya strokeriskinolderbritishmencomparingperformanceofstrokespecificandcompositecvdriskpredictiontools