{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,13]],"date-time":"2026-08-13T15:55:27Z","timestamp":1786636527645,"version":"build-2736575974"},"reference-count":38,"publisher":"Wiley","issue":"11","license":[{"start":{"date-parts":[[2025,11,11]],"date-time":"2025-11-11T00:00:00Z","timestamp":1762819200000},"content-version":"vor","delay-in-days":10,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"},{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/doi.wiley.com\/10.1002\/tdm_license_1.1"}],"funder":[{"DOI":"10.13039\/100012542","name":"Sichuan Provincial Science and Technology Support Program","doi-asserted-by":"publisher","award":["2023NSFSC1575"],"award-info":[{"award-number":["2023NSFSC1575"]}],"id":[{"id":"10.13039\/100012542","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["onlinelibrary.wiley.com"],"crossmark-restriction":true},"short-container-title":["Brain and Behavior"],"published-print":{"date-parts":[[2025,11]]},"abstract":"<jats:title>Abstract<\/jats:title>\n                  <jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>The American Heart Association (AHA) recently introduced the cardiovascular\u2010kidney\u2010metabolic (CKM) syndrome framework to improve cardiovascular health management. However, evidence on the prevalence of depression and suicidal ideation (SI) across distinct CKM stages is limited.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>This cross\u2010sectional study analyzed data from 10,519 US adults participating in the National Health and Nutrition Examination Survey (NHANES) 2007 to 2018. Depression and SI were assessed using the nine\u2010item Patient Health Questionnaire (PHQ\u20109). CKM syndrome stages were classified as: Stage 0 (absence of risk factors); Stage 1 (excess\/dysfunctional adiposity); Stage 2 (metabolic risk factors or moderate\u2010to\u2010high\u2010risk CKD); Stage 3 (subclinical cardiovascular disease [CVD] or its risk equivalents); and Stage 4 (clinical CVD). Weighted statistical analyses were conducted to account for the complex sampling design of NHANES and obtain nationally representative estimates.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      The prevalence of depression increased progressively with advancing CKM syndrome stages: 10.9% (Stage 0), 13.9% (Stage 1), 19.0% (Stages 2 and 3 combined), and 30.0% (Stage 4) (\n                      <jats:italic>p<\/jats:italic>\n                      for trend &lt; 0.001). In contrast, the overall prevalence of SI remained relatively stable across stages (2.9%\u20134.9%;\n                      <jats:italic>p<\/jats:italic>\n                      for trend = 0.25). However, SI was significantly elevated specifically among females (8.0%) and Hispanic individuals (10.3%) in Stage 4. Stage\u2010specific correlates of depression varied, encompassing socioeconomic and lifestyle factors in early stages and incorporating additional complex biomedical factors in advanced stages. Depression was consistently and strongly associated with SI across all stages. Models combining stage\u2010specific correlates demonstrated moderate to good discrimination (area under the curve [AUC]: 0.650\u20130.748 for depression; 0.734\u20130.869 for SI).\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>Advancing stages of CKM syndrome are associated with a significantly increased prevalence of depression, highlighting the critical need for integrating mental healthcare into CKM management. The identification of stage\u2010specific correlates provides valuable insights for developing targeted screening and intervention strategies.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1002\/brb3.70989","type":"journal-article","created":{"date-parts":[[2025,11,12]],"date-time":"2025-11-12T06:03:17Z","timestamp":1762927397000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Prevalence and Correlates of Depression and Suicidal Ideation Across Stages 0\u20134 of Cardiovascular\u2010Kidney\u2010Metabolic Syndrome"],"prefix":"10.1002","volume":"15","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4963-6168","authenticated-orcid":false,"given":"Peilu","family":"Yu","sequence":"first","affiliation":[{"name":"Department of Neurology Affiliated Hospital of North Sichuan Medical College  Nanchong China"},{"name":"Institute of Neurological Diseases North Sichuan Medical College  Nanchong China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Meiling","family":"Yu","sequence":"additional","affiliation":[{"name":"Department of Neurology Affiliated Hospital of North Sichuan Medical College  Nanchong China"},{"name":"Institute of Neurological Diseases North Sichuan Medical College  Nanchong China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peilin","family":"Zhao","sequence":"additional","affiliation":[{"name":"Department of Neurology Affiliated Hospital of North Sichuan Medical College  Nanchong China"},{"name":"Institute of Neurological Diseases North Sichuan Medical College  Nanchong China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1267-2221","authenticated-orcid":false,"given":"Guohui","family":"Jiang","sequence":"additional","affiliation":[{"name":"Department of Neurology Affiliated Hospital of North Sichuan Medical College  Nanchong China"},{"name":"Institute of Neurological Diseases North Sichuan Medical College  Nanchong China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2025,11,11]]},"reference":[{"key":"e_1_2_11_2_1","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2024.6892"},{"key":"e_1_2_11_3_1","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyt.2023.1176355"},{"key":"e_1_2_11_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2024.08.194"},{"key":"e_1_2_11_5_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2021.05.115"},{"key":"e_1_2_11_6_1","doi-asserted-by":"publisher","DOI":"10.1161\/JAHA.123.031117"},{"key":"e_1_2_11_7_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2020.09.131"},{"key":"e_1_2_11_8_1","doi-asserted-by":"publisher","DOI":"10.1002\/jad.12333"},{"key":"e_1_2_11_9_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jad.2023.10.112"},{"key":"e_1_2_11_10_1","doi-asserted-by":"publisher","DOI":"10.1186\/s13030-017-0120-x"},{"key":"e_1_2_11_11_1","doi-asserted-by":"publisher","DOI":"10.2147\/DMSO.S184058"},{"key":"e_1_2_11_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0140-6736(24)00757-8"},{"key":"e_1_2_11_13_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jpsychires.2022.12.017"},{"key":"e_1_2_11_14_1","doi-asserted-by":"publisher","DOI":"10.1186\/s12889-025-21404-4"},{"key":"e_1_2_11_15_1","doi-asserted-by":"publisher","DOI":"10.3389\/fnut.2024.1465736"},{"key":"e_1_2_11_16_1","doi-asserted-by":"publisher","DOI":"10.1017\/S0033291724002381"},{"key":"e_1_2_11_17_1","first-page":"1","article-title":"National Health and Nutrition Examination Survey: Analytic Guidelines, 1999\u20132010","volume":"161","author":"Johnson C. 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