Testing a clinical staging model for bipolar disorder using longitudinal life chart data

Objective Bipolar disorder has a wide range of clinical manifestations which may progress over time. The aim of this study was to test the applicability of a clinical staging model for bipolar disorder and to gain insight into the nature of the variables influencing progression through consecutive s...

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Published inBipolar disorders Vol. 21; no. 3; pp. 228 - 234
Main Authors Markt, Afra, Klumpers, Ursula MH, Draisma, Stasja, Dols, Annemiek, Nolen, Willem A, Post, Robert M, Altshuler, Lori L, Frye, Mark A, Grunze, Heinz, Keck, Paul E, McElroy, Susan L, Suppes, Trisha, Beekman, Aartjan TF, Kupka, Ralph W
Format Journal Article
LanguageEnglish
Published Denmark Wiley Subscription Services, Inc 01.05.2019
John Wiley and Sons Inc
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Online AccessGet full text
ISSN1398-5647
1399-5618
1399-5618
DOI10.1111/bdi.12727

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Abstract Objective Bipolar disorder has a wide range of clinical manifestations which may progress over time. The aim of this study was to test the applicability of a clinical staging model for bipolar disorder and to gain insight into the nature of the variables influencing progression through consecutive stages. Methods Using retrospectively reported longitudinal life chart data of 99 subjects from the Stanley Foundation Bipolar Network Naturalistic Follow‐up Study, the occurrence, duration and timely sequence of stages 2‐4 were determined per month. A multi‐state model was used to calculate progression rates and identify determinants of illness progression. Stages 0, 1 and several other variables were added to the multi‐state model to determine their influence on the progression rates. Results Five years after onset of BD (stage 2), 72% reached stage 3 (recurrent episodes) and 21% had reached stage 4 (continuous episodes), of whom 8% recovered back to stage 3. The progression from stage 2 to 3 was increased by a biphasic onset for both the depression‐mania and the mania‐depression course and by male sex. Conclusions Staging is a useful model to determine illness progression in longitudinal life chart data. Variables influencing transition rates were successfully identified.
AbstractList Objective Bipolar disorder has a wide range of clinical manifestations which may progress over time. The aim of this study was to test the applicability of a clinical staging model for bipolar disorder and to gain insight into the nature of the variables influencing progression through consecutive stages. Methods Using retrospectively reported longitudinal life chart data of 99 subjects from the Stanley Foundation Bipolar Network Naturalistic Follow‐up Study, the occurrence, duration and timely sequence of stages 2‐4 were determined per month. A multi‐state model was used to calculate progression rates and identify determinants of illness progression. Stages 0, 1 and several other variables were added to the multi‐state model to determine their influence on the progression rates. Results Five years after onset of BD (stage 2), 72% reached stage 3 (recurrent episodes) and 21% had reached stage 4 (continuous episodes), of whom 8% recovered back to stage 3. The progression from stage 2 to 3 was increased by a biphasic onset for both the depression‐mania and the mania‐depression course and by male sex. Conclusions Staging is a useful model to determine illness progression in longitudinal life chart data. Variables influencing transition rates were successfully identified.
Bipolar disorder has a wide range of clinical manifestations which may progress over time. The aim of this study was to test the applicability of a clinical staging model for bipolar disorder and to gain insight into the nature of the variables influencing progression through consecutive stages.OBJECTIVEBipolar disorder has a wide range of clinical manifestations which may progress over time. The aim of this study was to test the applicability of a clinical staging model for bipolar disorder and to gain insight into the nature of the variables influencing progression through consecutive stages.Using retrospectively reported longitudinal life chart data of 99 subjects from the Stanley Foundation Bipolar Network Naturalistic Follow-up Study, the occurrence, duration and timely sequence of stages 2-4 were determined per month. A multi-state model was used to calculate progression rates and identify determinants of illness progression. Stages 0, 1 and several other variables were added to the multi-state model to determine their influence on the progression rates.METHODSUsing retrospectively reported longitudinal life chart data of 99 subjects from the Stanley Foundation Bipolar Network Naturalistic Follow-up Study, the occurrence, duration and timely sequence of stages 2-4 were determined per month. A multi-state model was used to calculate progression rates and identify determinants of illness progression. Stages 0, 1 and several other variables were added to the multi-state model to determine their influence on the progression rates.Five years after onset of BD (stage 2), 72% reached stage 3 (recurrent episodes) and 21% had reached stage 4 (continuous episodes), of whom 8% recovered back to stage 3. The progression from stage 2 to 3 was increased by a biphasic onset for both the depression-mania and the mania-depression course and by male sex.RESULTSFive years after onset of BD (stage 2), 72% reached stage 3 (recurrent episodes) and 21% had reached stage 4 (continuous episodes), of whom 8% recovered back to stage 3. The progression from stage 2 to 3 was increased by a biphasic onset for both the depression-mania and the mania-depression course and by male sex.Staging is a useful model to determine illness progression in longitudinal life chart data. Variables influencing transition rates were successfully identified.CONCLUSIONSStaging is a useful model to determine illness progression in longitudinal life chart data. Variables influencing transition rates were successfully identified.
ObjectiveBipolar disorder has a wide range of clinical manifestations which may progress over time. The aim of this study was to test the applicability of a clinical staging model for bipolar disorder and to gain insight into the nature of the variables influencing progression through consecutive stages.MethodsUsing retrospectively reported longitudinal life chart data of 99 subjects from the Stanley Foundation Bipolar Network Naturalistic Follow‐up Study, the occurrence, duration and timely sequence of stages 2‐4 were determined per month. A multi‐state model was used to calculate progression rates and identify determinants of illness progression. Stages 0, 1 and several other variables were added to the multi‐state model to determine their influence on the progression rates.ResultsFive years after onset of BD (stage 2), 72% reached stage 3 (recurrent episodes) and 21% had reached stage 4 (continuous episodes), of whom 8% recovered back to stage 3. The progression from stage 2 to 3 was increased by a biphasic onset for both the depression‐mania and the mania‐depression course and by male sex.ConclusionsStaging is a useful model to determine illness progression in longitudinal life chart data. Variables influencing transition rates were successfully identified.
Bipolar disorder has a wide range of clinical manifestations which may progress over time. The aim of this study was to test the applicability of a clinical staging model for bipolar disorder and to gain insight into the nature of the variables influencing progression through consecutive stages. Using retrospectively reported longitudinal life chart data of 99 subjects from the Stanley Foundation Bipolar Network Naturalistic Follow-up Study, the occurrence, duration and timely sequence of stages 2-4 were determined per month. A multi-state model was used to calculate progression rates and identify determinants of illness progression. Stages 0, 1 and several other variables were added to the multi-state model to determine their influence on the progression rates. Five years after onset of BD (stage 2), 72% reached stage 3 (recurrent episodes) and 21% had reached stage 4 (continuous episodes), of whom 8% recovered back to stage 3. The progression from stage 2 to 3 was increased by a biphasic onset for both the depression-mania and the mania-depression course and by male sex. Staging is a useful model to determine illness progression in longitudinal life chart data. Variables influencing transition rates were successfully identified.
Author Klumpers, Ursula MH
Draisma, Stasja
Dols, Annemiek
Post, Robert M
McElroy, Susan L
Kupka, Ralph W
Keck, Paul E
Markt, Afra
Beekman, Aartjan TF
Altshuler, Lori L
Nolen, Willem A
Frye, Mark A
Suppes, Trisha
Grunze, Heinz
AuthorAffiliation 3 Department of Psychiatry University Medical Center University of Groningen Groningen The Netherlands
5 Department of Psychiatry and Behavioral Sciences George Washington University Washington District of Columbia
11 Lindner Center of HOPE Mason Ohio
4 Bipolar Collaborative Network Bethesda Maryland
9 Klinikum am Weissenhof Weinsberg Germany & Paracelsus Medical University Nuremberg Germany
6 Department of Psychiatry and Biobehavioral Sciences David Geffen School of Medicine University of California Los Angeles California
14 V.A. Palo Alto Health Care System Palo Alto California
2 Department of Psychiatry Amsterdam Neuroscience Amsterdam UMC Vrije Universiteit Amsterdam Amsterdam The Netherlands
13 Department of Psychiatry and Behavioral Sciences Stanford University School of Medicine Palo Alto California
12 Biological Psychiatry Program University of Cincinnati Medical College Cincinnati Ohio
7 Department of Psychiatry VA Greater Los Angeles Healthcare System West Los Angeles Healthcare Center
AuthorAffiliation_xml – name: 1 Department of Psychiatry Amsterdam Public Health Amsterdam UMC Vrije Universiteit Amsterdam Amsterdam The Netherlands
– name: 13 Department of Psychiatry and Behavioral Sciences Stanford University School of Medicine Palo Alto California
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– name: 10 University of Cincinnati College of Medicine Cincinnati Ohio
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Keywords bipolar disorder
multi-state model
male sex
mood disorders
biphasic onset
staging models
staging
Language English
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– reference: 30667590 - Bipolar Disord. 2019 May;21(3):276-277
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Snippet Objective Bipolar disorder has a wide range of clinical manifestations which may progress over time. The aim of this study was to test the applicability of a...
Bipolar disorder has a wide range of clinical manifestations which may progress over time. The aim of this study was to test the applicability of a clinical...
ObjectiveBipolar disorder has a wide range of clinical manifestations which may progress over time. The aim of this study was to test the applicability of a...
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StartPage 228
SubjectTerms Adult
Affective disorders
biphasic onset
Bipolar disorder
Bipolar Disorder - epidemiology
Disease Progression
Female
Follow-Up Studies
Humans
Male
male sex
mood disorders
multi‐state model
Original
Retrospective Studies
staging
staging models
Young Adult
Title Testing a clinical staging model for bipolar disorder using longitudinal life chart data
URI https://onlinelibrary.wiley.com/doi/abs/10.1111%2Fbdi.12727
https://www.ncbi.nlm.nih.gov/pubmed/30447123
https://www.proquest.com/docview/2220573453
https://www.proquest.com/docview/2135124545
https://pubmed.ncbi.nlm.nih.gov/PMC6590317
Volume 21
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