Latent class analysis of manic and depressive symptoms in a population-based sample in São Paulo, Brazil

Abstract Background Current diagnostic criteria cannot capture the full range of bipolar spectrum. This study aims to clarify the natural co-segregation of manic–depressive symptoms occurring in the general population. Methods Using data from the Sao Paulo Catchment Area Study, latent class analysis...

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Veröffentlicht in:Journal of affective disorders 2010-06, Vol.123 (1), p.208-215
Hauptverfasser: Moreno, Doris Hupfeld, Andrade, Laura Helena
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description Abstract Background Current diagnostic criteria cannot capture the full range of bipolar spectrum. This study aims to clarify the natural co-segregation of manic–depressive symptoms occurring in the general population. Methods Using data from the Sao Paulo Catchment Area Study, latent class analysis (LCA) was applied to eleven manic and fourteen depressive symptoms assessed through CIDI 1.1 in 1464 subjects from a community-based study in Sao Paulo, Brazil. All manic symptoms were assessed, regardless of presence of euphoria or irritability, and demographics, services used, suicidality and CIDI/DSM-IIIR mood disorders used to external validate the classes. Results The four obtained classes were labeled Euthymics (EU; 49.1%), Mild Affectives (MA; 31.1%), Bipolars (BIP; 10.7%), and Depressives (DEP; 9%). BIP and DEP classes represented bipolar and depressive spectra, respectively. Compared to DEP class, BIP exhibited more atypical depressive characteristics (hypersomnia and increase in appetite and/or weight gain), risk of suicide, and use of services. Depressives had rates of atypical symptoms and suicidality comparable to oligosymptomatic MA class subjects. Limitations The use of lay interviewers and DSM-IIIR diagnostic criteria, which are more restrictive than the currently used DSM-IV TR. Conclusions Findings of high prevalence of bipolar spectrum and of atypical symptoms and suicidality as indicators of bipolarity are of great clinical importance, due to different treatment needs, and higher severity. Lifetime sub-affective and syndromic manic symptoms are clinically significant, arguing for the need of revising DSM bipolar spectrum categories.
doi_str_mv 10.1016/j.jad.2009.09.023
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This study aims to clarify the natural co-segregation of manic–depressive symptoms occurring in the general population. Methods Using data from the Sao Paulo Catchment Area Study, latent class analysis (LCA) was applied to eleven manic and fourteen depressive symptoms assessed through CIDI 1.1 in 1464 subjects from a community-based study in Sao Paulo, Brazil. All manic symptoms were assessed, regardless of presence of euphoria or irritability, and demographics, services used, suicidality and CIDI/DSM-IIIR mood disorders used to external validate the classes. Results The four obtained classes were labeled Euthymics (EU; 49.1%), Mild Affectives (MA; 31.1%), Bipolars (BIP; 10.7%), and Depressives (DEP; 9%). BIP and DEP classes represented bipolar and depressive spectra, respectively. Compared to DEP class, BIP exhibited more atypical depressive characteristics (hypersomnia and increase in appetite and/or weight gain), risk of suicide, and use of services. Depressives had rates of atypical symptoms and suicidality comparable to oligosymptomatic MA class subjects. Limitations The use of lay interviewers and DSM-IIIR diagnostic criteria, which are more restrictive than the currently used DSM-IV TR. Conclusions Findings of high prevalence of bipolar spectrum and of atypical symptoms and suicidality as indicators of bipolarity are of great clinical importance, due to different treatment needs, and higher severity. Lifetime sub-affective and syndromic manic symptoms are clinically significant, arguing for the need of revising DSM bipolar spectrum categories.</description><identifier>ISSN: 0165-0327</identifier><identifier>EISSN: 1573-2517</identifier><identifier>DOI: 10.1016/j.jad.2009.09.023</identifier><identifier>PMID: 19896205</identifier><identifier>CODEN: JADID7</identifier><language>eng</language><publisher>Oxford: Elsevier B.V</publisher><subject>Adolescent ; Adult ; Adult and adolescent clinical studies ; Aged ; Atypical symptoms ; Biological and medical sciences ; Bipolar affective disorder ; Bipolar Disorder - classification ; Bipolar Disorder - diagnosis ; Bipolar Disorder - epidemiology ; Bipolar Disorder - psychology ; Bipolar spectrum ; Brazil ; Catchment Area (Health) ; Cross-Sectional Studies ; Depression ; Depressive Disorder - classification ; Depressive Disorder - diagnosis ; Depressive Disorder - epidemiology ; Depressive Disorder - psychology ; Developing Countries ; Female ; Humans ; Latent class analysis ; Male ; Mania ; Medical sciences ; Middle Aged ; Models, Statistical ; Mood disorders ; Population-based study ; Psychiatry ; Psychology. 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This study aims to clarify the natural co-segregation of manic–depressive symptoms occurring in the general population. Methods Using data from the Sao Paulo Catchment Area Study, latent class analysis (LCA) was applied to eleven manic and fourteen depressive symptoms assessed through CIDI 1.1 in 1464 subjects from a community-based study in Sao Paulo, Brazil. All manic symptoms were assessed, regardless of presence of euphoria or irritability, and demographics, services used, suicidality and CIDI/DSM-IIIR mood disorders used to external validate the classes. Results The four obtained classes were labeled Euthymics (EU; 49.1%), Mild Affectives (MA; 31.1%), Bipolars (BIP; 10.7%), and Depressives (DEP; 9%). BIP and DEP classes represented bipolar and depressive spectra, respectively. Compared to DEP class, BIP exhibited more atypical depressive characteristics (hypersomnia and increase in appetite and/or weight gain), risk of suicide, and use of services. Depressives had rates of atypical symptoms and suicidality comparable to oligosymptomatic MA class subjects. Limitations The use of lay interviewers and DSM-IIIR diagnostic criteria, which are more restrictive than the currently used DSM-IV TR. Conclusions Findings of high prevalence of bipolar spectrum and of atypical symptoms and suicidality as indicators of bipolarity are of great clinical importance, due to different treatment needs, and higher severity. Lifetime sub-affective and syndromic manic symptoms are clinically significant, arguing for the need of revising DSM bipolar spectrum categories.</description><subject>Adolescent</subject><subject>Adult</subject><subject>Adult and adolescent clinical studies</subject><subject>Aged</subject><subject>Atypical symptoms</subject><subject>Biological and medical sciences</subject><subject>Bipolar affective disorder</subject><subject>Bipolar Disorder - classification</subject><subject>Bipolar Disorder - diagnosis</subject><subject>Bipolar Disorder - epidemiology</subject><subject>Bipolar Disorder - psychology</subject><subject>Bipolar spectrum</subject><subject>Brazil</subject><subject>Catchment Area (Health)</subject><subject>Cross-Sectional Studies</subject><subject>Depression</subject><subject>Depressive Disorder - classification</subject><subject>Depressive Disorder - diagnosis</subject><subject>Depressive Disorder - epidemiology</subject><subject>Depressive Disorder - psychology</subject><subject>Developing Countries</subject><subject>Female</subject><subject>Humans</subject><subject>Latent class analysis</subject><subject>Male</subject><subject>Mania</subject><subject>Medical sciences</subject><subject>Middle Aged</subject><subject>Models, Statistical</subject><subject>Mood disorders</subject><subject>Population-based study</subject><subject>Psychiatry</subject><subject>Psychology. Psychoanalysis. Psychiatry</subject><subject>Psychopathology. Psychiatry</subject><subject>Risk of suicide</subject><subject>Suicidal behaviour</subject><subject>Suicide</subject><subject>Symptoms</subject><subject>Urban Population - statistics &amp; numerical data</subject><subject>Use of services</subject><subject>Young Adult</subject><issn>0165-0327</issn><issn>1573-2517</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2010</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><sourceid>7QJ</sourceid><recordid>eNqFkt2K1TAQx4Mo7nH1AbyR3Ig39piPtmkRFnTxCw4orF6HNJlAatrUTLtwfB0fxRez5RwUvFAYCCS__xDmN4Q85mzPGa9f9PveuL1grN1vJeQdsuOVkoWouLpLditTFUwKdUEeIPaMsbpV7D654G3T1oJVOxIOZoZxpjYaRGpGE48YkCZPBzMGu9446mDKgBhugeJxmOY0IA0jNXRK0xLNHNJYdAbBUTTDFGF7vPn5I9FPZonpOX2dzfcQH5J73kSER-fzknx5--bz9fvi8PHdh-tXh8KWdTsXUFZl65XjtZdNq7yqJCutY5JDB50QlfTW-Zo7pWonpTDC1FXjRek7AU3TyUvy7NR3yunbAjjrIaCFGM0IaUGtSqGE4Jz9n5QlY03b1CvJT6TNCTGD11MOg8lHzZneVOheryr0pkJvJeSaeXLuvnQDuD-J8-xX4OkZMGhN9NmMNuBvTgjFuJDlyr08cbBO7TZA1mgDjBZcyGBn7VL45zeu_krbGFazJn6FI2CflrxKR801Cs30zbYz28qwlrGy5I38BaFBu30</recordid><startdate>20100601</startdate><enddate>20100601</enddate><creator>Moreno, Doris Hupfeld</creator><creator>Andrade, Laura Helena</creator><general>Elsevier B.V</general><general>Elsevier</general><scope>IQODW</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7QJ</scope></search><sort><creationdate>20100601</creationdate><title>Latent class analysis of manic and depressive symptoms in a population-based sample in São Paulo, Brazil</title><author>Moreno, Doris Hupfeld ; Andrade, Laura Helena</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c469t-e4549f7d16f3897f75304cd031ebeb2253fcdf61d776d332a2a658f24fb2e88b3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2010</creationdate><topic>Adolescent</topic><topic>Adult</topic><topic>Adult and adolescent clinical studies</topic><topic>Aged</topic><topic>Atypical symptoms</topic><topic>Biological and medical sciences</topic><topic>Bipolar affective disorder</topic><topic>Bipolar Disorder - classification</topic><topic>Bipolar Disorder - diagnosis</topic><topic>Bipolar Disorder - epidemiology</topic><topic>Bipolar Disorder - psychology</topic><topic>Bipolar spectrum</topic><topic>Brazil</topic><topic>Catchment Area (Health)</topic><topic>Cross-Sectional Studies</topic><topic>Depression</topic><topic>Depressive Disorder - classification</topic><topic>Depressive Disorder - diagnosis</topic><topic>Depressive Disorder - epidemiology</topic><topic>Depressive Disorder - psychology</topic><topic>Developing Countries</topic><topic>Female</topic><topic>Humans</topic><topic>Latent class analysis</topic><topic>Male</topic><topic>Mania</topic><topic>Medical sciences</topic><topic>Middle Aged</topic><topic>Models, Statistical</topic><topic>Mood disorders</topic><topic>Population-based study</topic><topic>Psychiatry</topic><topic>Psychology. Psychoanalysis. Psychiatry</topic><topic>Psychopathology. Psychiatry</topic><topic>Risk of suicide</topic><topic>Suicidal behaviour</topic><topic>Suicide</topic><topic>Symptoms</topic><topic>Urban Population - statistics &amp; numerical data</topic><topic>Use of services</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Moreno, Doris Hupfeld</creatorcontrib><creatorcontrib>Andrade, Laura Helena</creatorcontrib><collection>Pascal-Francis</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Applied Social Sciences Index &amp; Abstracts (ASSIA)</collection><jtitle>Journal of affective disorders</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Moreno, Doris Hupfeld</au><au>Andrade, Laura Helena</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Latent class analysis of manic and depressive symptoms in a population-based sample in São Paulo, Brazil</atitle><jtitle>Journal of affective disorders</jtitle><addtitle>J Affect Disord</addtitle><date>2010-06-01</date><risdate>2010</risdate><volume>123</volume><issue>1</issue><spage>208</spage><epage>215</epage><pages>208-215</pages><issn>0165-0327</issn><eissn>1573-2517</eissn><coden>JADID7</coden><abstract>Abstract Background Current diagnostic criteria cannot capture the full range of bipolar spectrum. This study aims to clarify the natural co-segregation of manic–depressive symptoms occurring in the general population. Methods Using data from the Sao Paulo Catchment Area Study, latent class analysis (LCA) was applied to eleven manic and fourteen depressive symptoms assessed through CIDI 1.1 in 1464 subjects from a community-based study in Sao Paulo, Brazil. All manic symptoms were assessed, regardless of presence of euphoria or irritability, and demographics, services used, suicidality and CIDI/DSM-IIIR mood disorders used to external validate the classes. Results The four obtained classes were labeled Euthymics (EU; 49.1%), Mild Affectives (MA; 31.1%), Bipolars (BIP; 10.7%), and Depressives (DEP; 9%). BIP and DEP classes represented bipolar and depressive spectra, respectively. Compared to DEP class, BIP exhibited more atypical depressive characteristics (hypersomnia and increase in appetite and/or weight gain), risk of suicide, and use of services. Depressives had rates of atypical symptoms and suicidality comparable to oligosymptomatic MA class subjects. Limitations The use of lay interviewers and DSM-IIIR diagnostic criteria, which are more restrictive than the currently used DSM-IV TR. Conclusions Findings of high prevalence of bipolar spectrum and of atypical symptoms and suicidality as indicators of bipolarity are of great clinical importance, due to different treatment needs, and higher severity. Lifetime sub-affective and syndromic manic symptoms are clinically significant, arguing for the need of revising DSM bipolar spectrum categories.</abstract><cop>Oxford</cop><pub>Elsevier B.V</pub><pmid>19896205</pmid><doi>10.1016/j.jad.2009.09.023</doi><tpages>8</tpages></addata></record>
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subjects Adolescent
Adult
Adult and adolescent clinical studies
Aged
Atypical symptoms
Biological and medical sciences
Bipolar affective disorder
Bipolar Disorder - classification
Bipolar Disorder - diagnosis
Bipolar Disorder - epidemiology
Bipolar Disorder - psychology
Bipolar spectrum
Brazil
Catchment Area (Health)
Cross-Sectional Studies
Depression
Depressive Disorder - classification
Depressive Disorder - diagnosis
Depressive Disorder - epidemiology
Depressive Disorder - psychology
Developing Countries
Female
Humans
Latent class analysis
Male
Mania
Medical sciences
Middle Aged
Models, Statistical
Mood disorders
Population-based study
Psychiatry
Psychology. Psychoanalysis. Psychiatry
Psychopathology. Psychiatry
Risk of suicide
Suicidal behaviour
Suicide
Symptoms
Urban Population - statistics & numerical data
Use of services
Young Adult
title Latent class analysis of manic and depressive symptoms in a population-based sample in São Paulo, Brazil
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