{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,13]],"date-time":"2026-10-13T08:57:08Z","timestamp":1791881828153,"version":"4.3.4"},"reference-count":47,"publisher":"SAGE Publications","issue":"4","license":[{"start":{"date-parts":[[2026,9,3]],"date-time":"2026-09-03T00:00:00Z","timestamp":1788393600000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"funder":[{"DOI":"10.13039\/501100014188","name":"Ministry of Science and ICT, South Korea","doi-asserted-by":"publisher","award":["NRF-2018M3C7A1056571"],"award-info":[{"award-number":["NRF-2018M3C7A1056571"]}],"id":[{"id":"10.13039\/501100014188","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Journal of Alzheimer\u2019s Disease"],"published-print":{"date-parts":[[2026,10]]},"abstract":"<jats:sec>\n                    <jats:title>Background<\/jats:title>\n                    <jats:p>Mild cognitive impairment (MCI) is clinically heterogeneous, yet most prognostic studies rely on binary conversion endpoints or expensive biomarkers unavailable in routine practice.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>To identify trajectory classes of the Clinical Dementia Rating-Sum of Boxes (CDR-SB) progression in MCI using latent class growth analysis (LCGA) and to determine whether they capture clinically relevant variation not reducible to Mini-Mental State Examination (MMSE) trajectories.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methods<\/jats:title>\n                    <jats:p>LCGA was applied to longitudinal CDR-SB data from 121 MCI patients (baseline global CDR = 0.5) with two or more serial assessments across up to eight visits at three tertiary hospitals. Models with one through four classes were compared using BIC, AIC, entropy and minimum class size, with annual MMSE change and dementia conversion (global CDR \u2265 1) as external validators.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>A four-class model was selected: Stable (n\u2009=\u200920, 16.5%; \u22120.08 per visit; 0% conversion), Slow (n\u2009=\u200946, 38.0%; +0.41 per visit; 47.8%), Moderate (n\u2009=\u200922, 18.2%; +0.75 per visit; 81.8%), and Fast (n\u2009=\u200933, 27.3%; +2.07 per visit; 100%); conversion-free survival differed across classes (log-rank p\u2009&lt;\u20090.001). Two classes with near-identical MMSE decline differed markedly in CDR-SB slope and conversion. The stability of the Stable class persisted when all classes were restricted to their first two visits.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusions<\/jats:title>\n                    <jats:p>In this tertiary-care cohort, serial CDR-SB trajectory classification identified clinically meaningful MCI subgroups, including functional heterogeneity invisible to MMSE monitoring alone; pending external validation it may offer practical, low-cost prognostic value where biomarkers are unavailable.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1177\/13872877261481096","type":"journal-article","created":{"date-parts":[[2026,9,3]],"date-time":"2026-09-03T16:17:44Z","timestamp":1788452264000},"page":"1717-1730","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":0,"title":["Longitudinal CDR-Sum of Boxes trajectories in mild cognitive impairment reveal functional heterogeneity beyond cognitive decline: A latent class growth analysis"],"prefix":"10.1177","volume":"113","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7770-4127","authenticated-orcid":false,"given":"Yeonsil","family":"Moon","sequence":"first","affiliation":[{"name":"Konkuk University Medical Center"},{"name":"Konkuk University School of Medicine"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sang Won","family":"Seo","sequence":"additional","affiliation":[{"name":"Department of Neurology, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea"},{"name":"Neuroscience Center, Samsung Medical Center, Seoul, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2746-0686","authenticated-orcid":false,"given":"Min-Young","family":"Noh","sequence":"additional","affiliation":[{"name":"College of Medicine"},{"name":"Cell Therapy Center, Hanyang University Hospital, Seoul, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7880-690X","authenticated-orcid":false,"given":"Hee-Jin","family":"Kim","sequence":"additional","affiliation":[{"name":"College of Medicine"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hong Jun","family":"Jeon","sequence":"additional","affiliation":[{"name":"Konkuk University School of Medicine"},{"name":"Konkuk University Medical Center"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2920-1418","authenticated-orcid":false,"given":"Dayoung","family":"Kim","sequence":"additional","affiliation":[{"name":"Konkuk University Medical Center"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kyoung Ja","family":"Kwon","sequence":"additional","affiliation":[{"name":"Konkuk University School of Medicine"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Seol-Heui","family":"Han","sequence":"additional","affiliation":[{"name":"Konkuk University Medical Center"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9644-9598","authenticated-orcid":false,"given":"Seung Hyun","family":"Kim","sequence":"additional","affiliation":[{"name":"College of Medicine"},{"name":"Cell Therapy Center, Hanyang University Hospital, Seoul, South Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2026,9,3]]},"reference":[{"key":"e_1_3_3_2_2","doi-asserted-by":"publisher","DOI":"10.1001\/archneur.56.3.303"},{"key":"e_1_3_3_3_2","doi-asserted-by":"publisher","DOI":"10.1186\/s13195-023-01205-w"},{"key":"e_1_3_3_4_2","doi-asserted-by":"publisher","DOI":"10.1186\/s13195-017-0301-7"},{"key":"e_1_3_3_5_2","doi-asserted-by":"publisher","DOI":"10.3233\/JAD-230620"},{"key":"e_1_3_3_6_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnha.2025.100726"},{"key":"e_1_3_3_7_2","doi-asserted-by":"publisher","DOI":"10.1212\/WNL.43.11.2412-a"},{"key":"e_1_3_3_8_2","doi-asserted-by":"publisher","DOI":"10.1016\/0022-3956(75)90026-6"},{"key":"e_1_3_3_9_2","doi-asserted-by":"publisher","DOI":"10.3346\/jkms.2016.31.10.1635"},{"key":"e_1_3_3_10_2","doi-asserted-by":"publisher","DOI":"10.1001\/archneur.65.8.1091"},{"key":"e_1_3_3_11_2","doi-asserted-by":"publisher","DOI":"10.3389\/fnagi.2022.1021792"},{"key":"e_1_3_3_12_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jalz.2012.01.005"},{"key":"e_1_3_3_13_2","doi-asserted-by":"publisher","DOI":"10.1056\/NEJMoa2212948"},{"key":"e_1_3_3_14_2","first-page":"585","article-title":"Estimating the validity of the Korean version of Expanded Clinical Dementia Rating (CDR) Scale","volume":"19","author":"Choi SH","year":"2001","unstructured":"Choi SH, Na DL, Lee BH, et al. 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