Validation and Adaptation of the Multidimensional Prognostic Index in an Older Australian Cohort
Background and aims: The Multidimensional Prognostic Index (MPI), an objective and quantifiable tool based on the Comprehensive Geriatric Assessment, has been shown to predict adverse outcomes in European cohorts. We conducted a validation study of the original MPI, and of adapted versions that acco...
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doaj-ba88ec300f6a43d583c672fe5523b5632020-11-25T00:40:00ZengMDPI AGJournal of Clinical Medicine2077-03832019-11-01811182010.3390/jcm8111820jcm8111820Validation and Adaptation of the Multidimensional Prognostic Index in an Older Australian CohortKimberley Bryant0Michael J. Sorich1Richard J. Woodman2Arduino A. Mangoni3Discipline of Clinical Pharmacology, College of Medicine and Public Health, Flinders University and Flinders Medical Centre, Bedford Park, 5042, South Australia, AustraliaDiscipline of Clinical Pharmacology, College of Medicine and Public Health, Flinders University and Flinders Medical Centre, Bedford Park, 5042, South Australia, AustraliaFlinders Centre for Epidemiology and Biostatistics, College of Medicine and Public Health, Flinders University, Bedford Park, 5042, South Australia, AustraliaDiscipline of Clinical Pharmacology, College of Medicine and Public Health, Flinders University and Flinders Medical Centre, Bedford Park, 5042, South Australia, AustraliaBackground and aims: The Multidimensional Prognostic Index (MPI), an objective and quantifiable tool based on the Comprehensive Geriatric Assessment, has been shown to predict adverse outcomes in European cohorts. We conducted a validation study of the original MPI, and of adapted versions that accounted for the use of specific drugs and cultural diversity in the assessment of cognition, in older Australians. Methods: The capacity of the MPI to predict 12-month mortality was assessed in 697 patients (median age: 80 years; interquartile range: 72−86) admitted to a metropolitan teaching hospital between September 2015 and February 2017. Results: In simple logistic regression analysis, the MPI was associated with 12-month mortality (Low risk: OR reference group; moderate risk: OR 2.50, 95% CI: 1.67−3.75; high risk: OR 4.24, 95% CI: 2.28−7.88). The area under the receiver operating characteristic curve (AUC) for the unadjusted MPI was 0.61 (0.57−0.65) and 0.64 (95% CI: 0.59−0.68) with age and sex adjusted. The adapted versions of the MPI did not significantly change the AUC of the original MPI. Conclusion: The original and adapted MPI were strongly associated with 12-month mortality in an Australian cohort. However, the discriminatory performance was lower than that reported in European studies.https://www.mdpi.com/2077-0383/8/11/1820multidimensional prognostic indexadverse outcomesvalidationpredictive tools |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Kimberley Bryant Michael J. Sorich Richard J. Woodman Arduino A. Mangoni |
spellingShingle |
Kimberley Bryant Michael J. Sorich Richard J. Woodman Arduino A. Mangoni Validation and Adaptation of the Multidimensional Prognostic Index in an Older Australian Cohort Journal of Clinical Medicine multidimensional prognostic index adverse outcomes validation predictive tools |
author_facet |
Kimberley Bryant Michael J. Sorich Richard J. Woodman Arduino A. Mangoni |
author_sort |
Kimberley Bryant |
title |
Validation and Adaptation of the Multidimensional Prognostic Index in an Older Australian Cohort |
title_short |
Validation and Adaptation of the Multidimensional Prognostic Index in an Older Australian Cohort |
title_full |
Validation and Adaptation of the Multidimensional Prognostic Index in an Older Australian Cohort |
title_fullStr |
Validation and Adaptation of the Multidimensional Prognostic Index in an Older Australian Cohort |
title_full_unstemmed |
Validation and Adaptation of the Multidimensional Prognostic Index in an Older Australian Cohort |
title_sort |
validation and adaptation of the multidimensional prognostic index in an older australian cohort |
publisher |
MDPI AG |
series |
Journal of Clinical Medicine |
issn |
2077-0383 |
publishDate |
2019-11-01 |
description |
Background and aims: The Multidimensional Prognostic Index (MPI), an objective and quantifiable tool based on the Comprehensive Geriatric Assessment, has been shown to predict adverse outcomes in European cohorts. We conducted a validation study of the original MPI, and of adapted versions that accounted for the use of specific drugs and cultural diversity in the assessment of cognition, in older Australians. Methods: The capacity of the MPI to predict 12-month mortality was assessed in 697 patients (median age: 80 years; interquartile range: 72−86) admitted to a metropolitan teaching hospital between September 2015 and February 2017. Results: In simple logistic regression analysis, the MPI was associated with 12-month mortality (Low risk: OR reference group; moderate risk: OR 2.50, 95% CI: 1.67−3.75; high risk: OR 4.24, 95% CI: 2.28−7.88). The area under the receiver operating characteristic curve (AUC) for the unadjusted MPI was 0.61 (0.57−0.65) and 0.64 (95% CI: 0.59−0.68) with age and sex adjusted. The adapted versions of the MPI did not significantly change the AUC of the original MPI. Conclusion: The original and adapted MPI were strongly associated with 12-month mortality in an Australian cohort. However, the discriminatory performance was lower than that reported in European studies. |
topic |
multidimensional prognostic index adverse outcomes validation predictive tools |
url |
https://www.mdpi.com/2077-0383/8/11/1820 |
work_keys_str_mv |
AT kimberleybryant validationandadaptationofthemultidimensionalprognosticindexinanolderaustraliancohort AT michaeljsorich validationandadaptationofthemultidimensionalprognosticindexinanolderaustraliancohort AT richardjwoodman validationandadaptationofthemultidimensionalprognosticindexinanolderaustraliancohort AT arduinoamangoni validationandadaptationofthemultidimensionalprognosticindexinanolderaustraliancohort |
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