Associations of the Gut Microbiome With Treatment Resistance in Schizophrenia
IMPORTANCE: There is growing interest in the role of gut microbiome composition in schizophrenia. However, lifestyle factors are often neglected, and few studies have investigated microbiome composition in treatment-resistant schizophrenia. OBJECTIVE: To explore associations between the gut microbio...
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description | IMPORTANCE: There is growing interest in the role of gut microbiome composition in schizophrenia. However, lifestyle factors are often neglected, and few studies have investigated microbiome composition in treatment-resistant schizophrenia. OBJECTIVE: To explore associations between the gut microbiome and schizophrenia diagnosis, treatment resistance, clozapine response, and treatment-related adverse effects while adjusting for demographic and lifestyle factors. DESIGN, SETTING, AND PARTICIPANTS: In this case-control study of adults aged 20 to 63 years, stool samples and data on demographic characteristics, lifestyle, and medication use were collected and gut microbiome measures obtained using shotgun metagenomics. Participants with a schizophrenia diagnosis were referred through psychiatric inpatient units and outpatient clinics. Data were collected for 4 distinct groups: control individuals without a psychiatric diagnosis (past or present), individuals with treatment-responsive schizophrenia taking nonclozapine antipsychotic medications, clozapine-responsive individuals with treatment-resistant schizophrenia, and clozapine-nonresponsive individuals with treatment-resistant schizophrenia. Participants were recruited between November 2020 and November 2021. Control individuals were recruited in parallel through posters and online advertisements and matched for age, sex, and body mass index (BMI) to the individuals with schizophrenia. Participants were excluded if taking antibiotics in the past 2 months, if unable to communicate in English or otherwise follow study instructions, were pregnant or planning to become pregnant, or had any concomitant disease or condition making them unsuited to the study per investigator assessment. Data were analyzed from January 2022 to March 2023. MAIN OUTCOMES AND MEASURES: Omics relationship matrices, α and β diversity, and relative abundance of microbiome features. RESULTS: Data were collected for 97 individuals (71 [74%] male; mean [SD] age, 40.4 [10.3] years; mean [SD] BMI, 32.8 [7.4], calculated as weight in kilograms divided by height in meters squared). Significant microbiome associations with schizophrenia were observed at multiple taxonomic and functional levels (eg, common species: b2, 30%; SE, 13%; adjusted P = .002) and treatment resistance (eg, common species: b2, 27%; SE, 16%; adjusted P = .03). In contrast, limited evidence was found for microbiome associations with clozapine response, constipation, or metabo |
doi_str_mv | 10.1001/jamapsychiatry.2023.5371 |
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fullrecord | <record><control><sourceid>proquest_pubme</sourceid><recordid>TN_cdi_pubmedcentral_primary_oai_pubmedcentral_nih_gov_10831632</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ama_id>2814638</ama_id><sourcerecordid>2920570534</sourcerecordid><originalsourceid>FETCH-LOGICAL-a418t-814bb8793ff2c0e867b4958440bbca4554bb7d0df35dd94b8aee30183dbed9a63</originalsourceid><addsrcrecordid>eNpdkU1r3DAQhkVIaUKSP9BDEOSSy25HH7blUwkhX5AQaBLam5Dsca1lbW0kObD99dWy6dJUlxHMMy_vzEsIZTBnAOzrwgxmFddN70wK6zkHLuaFqNgeOeSsVLOSC7W_-_OfB-QkxgXkpwCkUJ_JgVC8lgqKQ_JwEaNvspLzY6S-o6lHejMl-uCa4K3zA9IfLvX0OaBJA46JfsfoYjJjg9SN9Cn7-O1XfcDRmWPyqTPLiCfv9Yi8XF89X97O7h9v7i4v7mdGMpVmiklrVVWLruMNoCorK-tCSQnWNkYWRW5XLbSdKNq2llYZRAFMidZiW5tSHJFvW93VZAdsm2wrmKVeBTeYsNbeOP2xM7pe__JvmoESrBQ8K5y_KwT_OmFMenCxweXSjOinqHnNoaigEDKjZ_-hCz-FMe-XqbKSFTDYUGpL5bPFGLDbuWGgN7npj7npTW56k1sePf13m93g35Qy8GULZIVdl-crlkKJP_5uok8</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2967470104</pqid></control><display><type>article</type><title>Associations of the Gut Microbiome With Treatment Resistance in Schizophrenia</title><source>MEDLINE</source><source>American Medical Association Journals</source><creator>Vasileva, Svetlina S ; Yang, Yuanhao ; Baker, Andrea ; Siskind, Dan ; Gratten, Jacob ; Eyles, Darryl</creator><creatorcontrib>Vasileva, Svetlina S ; Yang, Yuanhao ; Baker, Andrea ; Siskind, Dan ; Gratten, Jacob ; Eyles, Darryl</creatorcontrib><description>IMPORTANCE: There is growing interest in the role of gut microbiome composition in schizophrenia. However, lifestyle factors are often neglected, and few studies have investigated microbiome composition in treatment-resistant schizophrenia. OBJECTIVE: To explore associations between the gut microbiome and schizophrenia diagnosis, treatment resistance, clozapine response, and treatment-related adverse effects while adjusting for demographic and lifestyle factors. DESIGN, SETTING, AND PARTICIPANTS: In this case-control study of adults aged 20 to 63 years, stool samples and data on demographic characteristics, lifestyle, and medication use were collected and gut microbiome measures obtained using shotgun metagenomics. Participants with a schizophrenia diagnosis were referred through psychiatric inpatient units and outpatient clinics. Data were collected for 4 distinct groups: control individuals without a psychiatric diagnosis (past or present), individuals with treatment-responsive schizophrenia taking nonclozapine antipsychotic medications, clozapine-responsive individuals with treatment-resistant schizophrenia, and clozapine-nonresponsive individuals with treatment-resistant schizophrenia. Participants were recruited between November 2020 and November 2021. Control individuals were recruited in parallel through posters and online advertisements and matched for age, sex, and body mass index (BMI) to the individuals with schizophrenia. Participants were excluded if taking antibiotics in the past 2 months, if unable to communicate in English or otherwise follow study instructions, were pregnant or planning to become pregnant, or had any concomitant disease or condition making them unsuited to the study per investigator assessment. Data were analyzed from January 2022 to March 2023. MAIN OUTCOMES AND MEASURES: Omics relationship matrices, α and β diversity, and relative abundance of microbiome features. RESULTS: Data were collected for 97 individuals (71 [74%] male; mean [SD] age, 40.4 [10.3] years; mean [SD] BMI, 32.8 [7.4], calculated as weight in kilograms divided by height in meters squared). Significant microbiome associations with schizophrenia were observed at multiple taxonomic and functional levels (eg, common species: b2, 30%; SE, 13%; adjusted P = .002) and treatment resistance (eg, common species: b2, 27%; SE, 16%; adjusted P = .03). In contrast, limited evidence was found for microbiome associations with clozapine response, constipation, or metabolic syndrome. Significantly decreased microbial richness was found in individuals with schizophrenia compared to control individuals (t95 = 4.25; P < .001; mean [SD] for control individuals, 151.8 [32.31]; mean [SD] for individuals with schizophrenia, 117.00 [36.2]; 95% CI, 18.6-51.0), which remained significant after a covariate and multiple comparison correction. However, limited evidence was found for differences in β diversity (weighted UniFrac) for schizophrenia diagnosis (permutational multivariate analysis of variance [PERMANOVA]: R2, 0.03; P = .02), treatment resistance (R2, 0.02; P = .18), or clozapine response (R2, 0.04; P = .08). Multiple differentially abundant bacterial species (19) and metabolic pathways (162) were found in individuals with schizophrenia, which were primarily associated with treatment resistance and clozapine exposure. CONCLUSIONS AND RELEVANCE: The findings in this study are consistent with the idea that clozapine induces alterations to gut microbiome composition, although the possibility that preexisting microbiome differences contribute to treatment resistance cannot be ruled out. These findings suggest that prior reports of microbiome alterations in individuals with chronic schizophrenia may be due to medication or lifestyle factors and that future studies should incorporate these variables in their design and interpretation.</description><identifier>ISSN: 2168-622X</identifier><identifier>EISSN: 2168-6238</identifier><identifier>DOI: 10.1001/jamapsychiatry.2023.5371</identifier><identifier>PMID: 38294805</identifier><language>eng</language><publisher>United States: American Medical Association</publisher><subject>Adult ; Antipsychotic Agents - adverse effects ; Antipsychotics ; Case-Control Studies ; Clozapine - therapeutic use ; Comments ; Digestive system ; Drug-Related Side Effects and Adverse Reactions ; Female ; Gastrointestinal Microbiome ; Humans ; Male ; Medical diagnosis ; Medical treatment ; Microbiota ; Online First ; Original Investigation ; Psychosis ; Schizophrenia ; Schizophrenia - chemically induced ; Schizophrenia - drug therapy ; Treatment resistance</subject><ispartof>JAMA psychiatry (Chicago, Ill.), 2024-03, Vol.81 (3), p.292-302</ispartof><rights>Copyright American Medical Association Mar 2024</rights><rights>Copyright 2024 American Medical Association. All Rights Reserved.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-a418t-814bb8793ff2c0e867b4958440bbca4554bb7d0df35dd94b8aee30183dbed9a63</citedby><cites>FETCH-LOGICAL-a418t-814bb8793ff2c0e867b4958440bbca4554bb7d0df35dd94b8aee30183dbed9a63</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://jamanetwork.com/journals/jamapsychiatry/articlepdf/10.1001/jamapsychiatry.2023.5371$$EPDF$$P50$$Gama$$H</linktopdf><linktohtml>$$Uhttps://jamanetwork.com/journals/jamapsychiatry/fullarticle/10.1001/jamapsychiatry.2023.5371$$EHTML$$P50$$Gama$$H</linktohtml><link.rule.ids>64,230,314,776,780,881,3327,27901,27902,76458,76461</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/38294805$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Vasileva, Svetlina S</creatorcontrib><creatorcontrib>Yang, Yuanhao</creatorcontrib><creatorcontrib>Baker, Andrea</creatorcontrib><creatorcontrib>Siskind, Dan</creatorcontrib><creatorcontrib>Gratten, Jacob</creatorcontrib><creatorcontrib>Eyles, Darryl</creatorcontrib><title>Associations of the Gut Microbiome With Treatment Resistance in Schizophrenia</title><title>JAMA psychiatry (Chicago, Ill.)</title><addtitle>JAMA Psychiatry</addtitle><description>IMPORTANCE: There is growing interest in the role of gut microbiome composition in schizophrenia. However, lifestyle factors are often neglected, and few studies have investigated microbiome composition in treatment-resistant schizophrenia. OBJECTIVE: To explore associations between the gut microbiome and schizophrenia diagnosis, treatment resistance, clozapine response, and treatment-related adverse effects while adjusting for demographic and lifestyle factors. DESIGN, SETTING, AND PARTICIPANTS: In this case-control study of adults aged 20 to 63 years, stool samples and data on demographic characteristics, lifestyle, and medication use were collected and gut microbiome measures obtained using shotgun metagenomics. Participants with a schizophrenia diagnosis were referred through psychiatric inpatient units and outpatient clinics. Data were collected for 4 distinct groups: control individuals without a psychiatric diagnosis (past or present), individuals with treatment-responsive schizophrenia taking nonclozapine antipsychotic medications, clozapine-responsive individuals with treatment-resistant schizophrenia, and clozapine-nonresponsive individuals with treatment-resistant schizophrenia. Participants were recruited between November 2020 and November 2021. Control individuals were recruited in parallel through posters and online advertisements and matched for age, sex, and body mass index (BMI) to the individuals with schizophrenia. Participants were excluded if taking antibiotics in the past 2 months, if unable to communicate in English or otherwise follow study instructions, were pregnant or planning to become pregnant, or had any concomitant disease or condition making them unsuited to the study per investigator assessment. Data were analyzed from January 2022 to March 2023. MAIN OUTCOMES AND MEASURES: Omics relationship matrices, α and β diversity, and relative abundance of microbiome features. RESULTS: Data were collected for 97 individuals (71 [74%] male; mean [SD] age, 40.4 [10.3] years; mean [SD] BMI, 32.8 [7.4], calculated as weight in kilograms divided by height in meters squared). Significant microbiome associations with schizophrenia were observed at multiple taxonomic and functional levels (eg, common species: b2, 30%; SE, 13%; adjusted P = .002) and treatment resistance (eg, common species: b2, 27%; SE, 16%; adjusted P = .03). In contrast, limited evidence was found for microbiome associations with clozapine response, constipation, or metabolic syndrome. Significantly decreased microbial richness was found in individuals with schizophrenia compared to control individuals (t95 = 4.25; P < .001; mean [SD] for control individuals, 151.8 [32.31]; mean [SD] for individuals with schizophrenia, 117.00 [36.2]; 95% CI, 18.6-51.0), which remained significant after a covariate and multiple comparison correction. However, limited evidence was found for differences in β diversity (weighted UniFrac) for schizophrenia diagnosis (permutational multivariate analysis of variance [PERMANOVA]: R2, 0.03; P = .02), treatment resistance (R2, 0.02; P = .18), or clozapine response (R2, 0.04; P = .08). Multiple differentially abundant bacterial species (19) and metabolic pathways (162) were found in individuals with schizophrenia, which were primarily associated with treatment resistance and clozapine exposure. CONCLUSIONS AND RELEVANCE: The findings in this study are consistent with the idea that clozapine induces alterations to gut microbiome composition, although the possibility that preexisting microbiome differences contribute to treatment resistance cannot be ruled out. These findings suggest that prior reports of microbiome alterations in individuals with chronic schizophrenia may be due to medication or lifestyle factors and that future studies should incorporate these variables in their design and interpretation.</description><subject>Adult</subject><subject>Antipsychotic Agents - adverse effects</subject><subject>Antipsychotics</subject><subject>Case-Control Studies</subject><subject>Clozapine - therapeutic use</subject><subject>Comments</subject><subject>Digestive system</subject><subject>Drug-Related Side Effects and Adverse Reactions</subject><subject>Female</subject><subject>Gastrointestinal Microbiome</subject><subject>Humans</subject><subject>Male</subject><subject>Medical diagnosis</subject><subject>Medical treatment</subject><subject>Microbiota</subject><subject>Online First</subject><subject>Original Investigation</subject><subject>Psychosis</subject><subject>Schizophrenia</subject><subject>Schizophrenia - chemically induced</subject><subject>Schizophrenia - drug therapy</subject><subject>Treatment resistance</subject><issn>2168-622X</issn><issn>2168-6238</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNpdkU1r3DAQhkVIaUKSP9BDEOSSy25HH7blUwkhX5AQaBLam5Dsca1lbW0kObD99dWy6dJUlxHMMy_vzEsIZTBnAOzrwgxmFddN70wK6zkHLuaFqNgeOeSsVLOSC7W_-_OfB-QkxgXkpwCkUJ_JgVC8lgqKQ_JwEaNvspLzY6S-o6lHejMl-uCa4K3zA9IfLvX0OaBJA46JfsfoYjJjg9SN9Cn7-O1XfcDRmWPyqTPLiCfv9Yi8XF89X97O7h9v7i4v7mdGMpVmiklrVVWLruMNoCorK-tCSQnWNkYWRW5XLbSdKNq2llYZRAFMidZiW5tSHJFvW93VZAdsm2wrmKVeBTeYsNbeOP2xM7pe__JvmoESrBQ8K5y_KwT_OmFMenCxweXSjOinqHnNoaigEDKjZ_-hCz-FMe-XqbKSFTDYUGpL5bPFGLDbuWGgN7npj7npTW56k1sePf13m93g35Qy8GULZIVdl-crlkKJP_5uok8</recordid><startdate>20240301</startdate><enddate>20240301</enddate><creator>Vasileva, Svetlina S</creator><creator>Yang, Yuanhao</creator><creator>Baker, Andrea</creator><creator>Siskind, Dan</creator><creator>Gratten, Jacob</creator><creator>Eyles, Darryl</creator><general>American Medical Association</general><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>K9.</scope><scope>NAPCQ</scope><scope>7X8</scope><scope>5PM</scope></search><sort><creationdate>20240301</creationdate><title>Associations of the Gut Microbiome With Treatment Resistance in Schizophrenia</title><author>Vasileva, Svetlina S ; Yang, Yuanhao ; Baker, Andrea ; Siskind, Dan ; Gratten, Jacob ; Eyles, Darryl</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-a418t-814bb8793ff2c0e867b4958440bbca4554bb7d0df35dd94b8aee30183dbed9a63</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Adult</topic><topic>Antipsychotic Agents - adverse effects</topic><topic>Antipsychotics</topic><topic>Case-Control Studies</topic><topic>Clozapine - therapeutic use</topic><topic>Comments</topic><topic>Digestive system</topic><topic>Drug-Related Side Effects and Adverse Reactions</topic><topic>Female</topic><topic>Gastrointestinal Microbiome</topic><topic>Humans</topic><topic>Male</topic><topic>Medical diagnosis</topic><topic>Medical treatment</topic><topic>Microbiota</topic><topic>Online First</topic><topic>Original Investigation</topic><topic>Psychosis</topic><topic>Schizophrenia</topic><topic>Schizophrenia - chemically induced</topic><topic>Schizophrenia - drug therapy</topic><topic>Treatment resistance</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Vasileva, Svetlina S</creatorcontrib><creatorcontrib>Yang, Yuanhao</creatorcontrib><creatorcontrib>Baker, Andrea</creatorcontrib><creatorcontrib>Siskind, Dan</creatorcontrib><creatorcontrib>Gratten, Jacob</creatorcontrib><creatorcontrib>Eyles, Darryl</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Health & Medical Complete (Alumni)</collection><collection>Nursing & Allied Health Premium</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>JAMA psychiatry (Chicago, Ill.)</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Vasileva, Svetlina S</au><au>Yang, Yuanhao</au><au>Baker, Andrea</au><au>Siskind, Dan</au><au>Gratten, Jacob</au><au>Eyles, Darryl</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Associations of the Gut Microbiome With Treatment Resistance in Schizophrenia</atitle><jtitle>JAMA psychiatry (Chicago, Ill.)</jtitle><addtitle>JAMA Psychiatry</addtitle><date>2024-03-01</date><risdate>2024</risdate><volume>81</volume><issue>3</issue><spage>292</spage><epage>302</epage><pages>292-302</pages><issn>2168-622X</issn><eissn>2168-6238</eissn><abstract>IMPORTANCE: There is growing interest in the role of gut microbiome composition in schizophrenia. However, lifestyle factors are often neglected, and few studies have investigated microbiome composition in treatment-resistant schizophrenia. OBJECTIVE: To explore associations between the gut microbiome and schizophrenia diagnosis, treatment resistance, clozapine response, and treatment-related adverse effects while adjusting for demographic and lifestyle factors. DESIGN, SETTING, AND PARTICIPANTS: In this case-control study of adults aged 20 to 63 years, stool samples and data on demographic characteristics, lifestyle, and medication use were collected and gut microbiome measures obtained using shotgun metagenomics. Participants with a schizophrenia diagnosis were referred through psychiatric inpatient units and outpatient clinics. Data were collected for 4 distinct groups: control individuals without a psychiatric diagnosis (past or present), individuals with treatment-responsive schizophrenia taking nonclozapine antipsychotic medications, clozapine-responsive individuals with treatment-resistant schizophrenia, and clozapine-nonresponsive individuals with treatment-resistant schizophrenia. Participants were recruited between November 2020 and November 2021. Control individuals were recruited in parallel through posters and online advertisements and matched for age, sex, and body mass index (BMI) to the individuals with schizophrenia. Participants were excluded if taking antibiotics in the past 2 months, if unable to communicate in English or otherwise follow study instructions, were pregnant or planning to become pregnant, or had any concomitant disease or condition making them unsuited to the study per investigator assessment. Data were analyzed from January 2022 to March 2023. MAIN OUTCOMES AND MEASURES: Omics relationship matrices, α and β diversity, and relative abundance of microbiome features. RESULTS: Data were collected for 97 individuals (71 [74%] male; mean [SD] age, 40.4 [10.3] years; mean [SD] BMI, 32.8 [7.4], calculated as weight in kilograms divided by height in meters squared). Significant microbiome associations with schizophrenia were observed at multiple taxonomic and functional levels (eg, common species: b2, 30%; SE, 13%; adjusted P = .002) and treatment resistance (eg, common species: b2, 27%; SE, 16%; adjusted P = .03). In contrast, limited evidence was found for microbiome associations with clozapine response, constipation, or metabolic syndrome. Significantly decreased microbial richness was found in individuals with schizophrenia compared to control individuals (t95 = 4.25; P < .001; mean [SD] for control individuals, 151.8 [32.31]; mean [SD] for individuals with schizophrenia, 117.00 [36.2]; 95% CI, 18.6-51.0), which remained significant after a covariate and multiple comparison correction. However, limited evidence was found for differences in β diversity (weighted UniFrac) for schizophrenia diagnosis (permutational multivariate analysis of variance [PERMANOVA]: R2, 0.03; P = .02), treatment resistance (R2, 0.02; P = .18), or clozapine response (R2, 0.04; P = .08). Multiple differentially abundant bacterial species (19) and metabolic pathways (162) were found in individuals with schizophrenia, which were primarily associated with treatment resistance and clozapine exposure. CONCLUSIONS AND RELEVANCE: The findings in this study are consistent with the idea that clozapine induces alterations to gut microbiome composition, although the possibility that preexisting microbiome differences contribute to treatment resistance cannot be ruled out. These findings suggest that prior reports of microbiome alterations in individuals with chronic schizophrenia may be due to medication or lifestyle factors and that future studies should incorporate these variables in their design and interpretation.</abstract><cop>United States</cop><pub>American Medical Association</pub><pmid>38294805</pmid><doi>10.1001/jamapsychiatry.2023.5371</doi><tpages>11</tpages></addata></record> |
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subjects | Adult Antipsychotic Agents - adverse effects Antipsychotics Case-Control Studies Clozapine - therapeutic use Comments Digestive system Drug-Related Side Effects and Adverse Reactions Female Gastrointestinal Microbiome Humans Male Medical diagnosis Medical treatment Microbiota Online First Original Investigation Psychosis Schizophrenia Schizophrenia - chemically induced Schizophrenia - drug therapy Treatment resistance |
title | Associations of the Gut Microbiome With Treatment Resistance in Schizophrenia |
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