IDENTIFYING PANIC DISORDER SUBTYPES USING FACTOR MIXTURE MODELING. Issue 7 (26th May 2015)
- Record Type:
- Journal Article
- Title:
- IDENTIFYING PANIC DISORDER SUBTYPES USING FACTOR MIXTURE MODELING. Issue 7 (26th May 2015)
- Main Title:
- IDENTIFYING PANIC DISORDER SUBTYPES USING FACTOR MIXTURE MODELING
- Authors:
- Pattyn, Thomas
Van Den Eede, Filip
Lamers, Femke
Veltman, Dick
Sabbe, Bernard G.
Penninx, Brenda W. - Abstract:
- <abstract abstract-type="main"> <title> <x xml:space="preserve">Abstract</x> </title> <sec id="da22379-sec-0010" sec-type="section"> <title>Background</title> <p>The clinical presentation of panic disorder (PD) is known to be highly heterogeneous, complicating research on its etiology, neurobiological pathways, and treatment. None of the attempts to identify PD subtypes have been independently reproduced, rendering the current literature inconclusive.</p> </sec> <sec id="da22379-sec-0020" sec-type="section"> <title>Methods</title> <p>Using a data‐driven, case‐centered approach (factor mixture modeling) on a broad range of anxiety symptoms assessed with the Beck anxiety inventory, the present study identifies PD disorder subtypes in a large (<italic>n</italic> = 658), well‐documented mixed‐population sample from the Netherlands Study of Depression and Anxiety (NESDA), with subtypes being validated and detailed using a variety of clinical characteristics.</p> </sec> <sec id="da22379-sec-0030" sec-type="section"> <title>Results</title> <p>A three‐class, one‐factor model proved superior to all other possible models (Bayesian information criterion = 13, 200; Lo‐Mendel‐Rubin = 0.0295; bootstrapped likelihood ratio test ≤0.0001), with the first class, a cognitive‐autonomic subtype, accounting for 29.8%, the second class, the autonomic subtype, for 29.9%, and a third class, the aspecific subtype, for 40.3% of the population. The cognitive‐autonomic and autonomic subtypes showed<abstract abstract-type="main"> <title> <x xml:space="preserve">Abstract</x> </title> <sec id="da22379-sec-0010" sec-type="section"> <title>Background</title> <p>The clinical presentation of panic disorder (PD) is known to be highly heterogeneous, complicating research on its etiology, neurobiological pathways, and treatment. None of the attempts to identify PD subtypes have been independently reproduced, rendering the current literature inconclusive.</p> </sec> <sec id="da22379-sec-0020" sec-type="section"> <title>Methods</title> <p>Using a data‐driven, case‐centered approach (factor mixture modeling) on a broad range of anxiety symptoms assessed with the Beck anxiety inventory, the present study identifies PD disorder subtypes in a large (<italic>n</italic> = 658), well‐documented mixed‐population sample from the Netherlands Study of Depression and Anxiety (NESDA), with subtypes being validated and detailed using a variety of clinical characteristics.</p> </sec> <sec id="da22379-sec-0030" sec-type="section"> <title>Results</title> <p>A three‐class, one‐factor model proved superior to all other possible models (Bayesian information criterion = 13, 200; Lo‐Mendel‐Rubin = 0.0295; bootstrapped likelihood ratio test ≤0.0001), with the first class, a cognitive‐autonomic subtype, accounting for 29.8%, the second class, the autonomic subtype, for 29.9%, and a third class, the aspecific subtype, for 40.3% of the population. The cognitive‐autonomic and autonomic subtypes showed significant differences compared to the aspecific subtype (e.g., comorbidity and suicide attempts) but on severity differed between themselves only.</p> </sec> <sec id="da22379-sec-0040" sec-type="section"> <title>Conclusion</title> <p>Three qualitatively different PD subtypes were identified: a severe cognitive‐autonomic subtype, a moderate autonomic subtype, and a mild aspecific subtype. Qualitative and quantitative differences were related to severity and clinical properties such as comorbidity, suicide attempts, sleep, and sense of mastery.</p> </sec> </abstract> … (more)
- Is Part Of:
- Depression and anxiety. Volume 32:Issue 7(2015:Jul.)
- Journal:
- Depression and anxiety
- Issue:
- Volume 32:Issue 7(2015:Jul.)
- Issue Display:
- Volume 32, Issue 7 (2015)
- Year:
- 2015
- Volume:
- 32
- Issue:
- 7
- Issue Sort Value:
- 2015-0032-0007-0000
- Page Start:
- 509
- Page End:
- 517
- Publication Date:
- 2015-05-26
- Subjects:
- Anxiety -- Periodicals
Depression, Mental -- Periodicals
Depression -- Periodicals
Anxiety -- Periodicals
Anxiety Disorders -- Periodicals
616.8527005 - Journal URLs:
- http://onlinelibrary.wiley.com/journal/10.1002/(ISSN)1520-6394 ↗
http://onlinelibrary.wiley.com/ ↗ - DOI:
- 10.1002/da.22379 ↗
- Languages:
- English
- ISSNs:
- 1091-4269
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3554.590040
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 4251.xml