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Non-laboratory-based self-assessment screening score for non-alcoholic fatty liver disease: development, validation and comparison with other scores.

DC Field Value Language
dc.contributor.author강은석-
dc.contributor.author이병완-
dc.contributor.author이용호-
dc.contributor.author이현철-
dc.contributor.author차봉수-
dc.date.accessioned2015-12-28T11:09:47Z-
dc.date.available2015-12-28T11:09:47Z-
dc.date.issued2014-
dc.identifier.urihttps://ir.ymlib.yonsei.ac.kr/handle/22282913/138831-
dc.description.abstractBACKGROUND: Non-alcoholic fatty liver disease (NAFLD) is a prevalent and rapidly increasing disease worldwide; however, no widely accepted screening models to assess the risk of NAFLD are available. Therefore, we aimed to develop and validate a self-assessment score for NAFLD in the general population using two independent cohorts. METHODS: The development cohort comprised 15676 subjects (8313 males and 7363 females) who visited the National Health Insurance Service Ilsan Hospital in Korea in 2008-2010. Anthropometric, clinical, and laboratory data were examined during regular health check-ups and fatty liver diagnosed by abdominal ultrasound. Logistic regression analysis was conducted to determine predictors of prevalent NAFLD and to derive risk scores/models. We validated our models and compared them with other existing methods using an external cohort (N = 66868). RESULTS: The simple self-assessment score consists of age, sex, waist circumference, body mass index, history of diabetes and dyslipidemia, alcohol intake, physical activity and menopause status, which are independently associated with NAFLD, and has a value of 0-15. A cut-off point of ≥ 8 defined 58% of males and 36% of females as being at high-risk of NAFLD, and yielded a sensitivity of 80% in men (77% in women), a specificity of 67% (81%), a positive predictive value of 72% (63%), a negative predictive value of 76% (89%) and an AUC of 0.82 (0.88). Comparable results were obtained using the validation dataset. The comprehensive NAFLD score, which includes additional laboratory parameters, has enhanced discrimination ability, with an AUC of 0.86 for males and 0.91 for females. Both simple and comprehensive NAFLD scores were significantly increased in subjects with higher fatty liver grades or severity of liver conditions (e.g., simple steatosis, steatohepatitis). CONCLUSIONS: The new non-laboratory-based self-assessment score may be useful for identifying individuals at high-risk of NAFLD. Further studies are warranted to evaluate the utility and feasibility of the scores in various settings.-
dc.description.statementOfResponsibilityopen-
dc.format.extente107584-
dc.relation.isPartOfPLOS ONE-
dc.rightsCC BY-NC-ND 2.0 KR-
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/2.0/kr/-
dc.subject.MESHAdult-
dc.subject.MESHAlcohol Drinking-
dc.subject.MESHAnthropometry*-
dc.subject.MESHBody Mass Index-
dc.subject.MESHDiabetes Mellitus/diagnosis-
dc.subject.MESHDiabetes Mellitus/pathology-
dc.subject.MESHDiagnostic Self Evaluation*-
dc.subject.MESHFatty Liver/diagnosis*-
dc.subject.MESHFatty Liver/pathology-
dc.subject.MESHFemale-
dc.subject.MESHFibrosis/diagnosis-
dc.subject.MESHFibrosis/pathology-
dc.subject.MESHHumans-
dc.subject.MESHMale-
dc.subject.MESHMiddle Aged-
dc.subject.MESHNon-alcoholic Fatty Liver Disease/diagnosis*-
dc.subject.MESHNon-alcoholic Fatty Liver Disease/pathology-
dc.subject.MESHObesity/diagnosis-
dc.subject.MESHObesity/pathology-
dc.subject.MESHRepublic of Korea-
dc.subject.MESHWaist Circumference-
dc.titleNon-laboratory-based self-assessment screening score for non-alcoholic fatty liver disease: development, validation and comparison with other scores.-
dc.typeArticle-
dc.contributor.collegeCollege of Medicine (의과대학)-
dc.contributor.departmentDept. of Internal Medicine (내과학)-
dc.contributor.googleauthorYongho Lee-
dc.contributor.googleauthorHeejung Bang-
dc.contributor.googleauthorYoung Min Park-
dc.contributor.googleauthorJi Cheol Bae-
dc.contributor.googleauthorByung Wan Lee-
dc.contributor.googleauthorEun Seok Kang-
dc.contributor.googleauthorBong Soo Cha-
dc.contributor.googleauthorHyun Chul Lee-
dc.contributor.googleauthorBeverley Balkau-
dc.contributor.googleauthorWon Young Lee-
dc.contributor.googleauthorDae Jung Kim-
dc.identifier.doi10.1371/journal.pone.0107584-
dc.admin.authorfalse-
dc.admin.mappingfalse-
dc.contributor.localIdA00068-
dc.contributor.localIdA02796-
dc.contributor.localIdA02989-
dc.contributor.localIdA03301-
dc.contributor.localIdA03996-
dc.relation.journalcodeJ02540-
dc.identifier.eissn1932-6203-
dc.identifier.pmid25216184-
dc.contributor.alternativeNameKang, Eun Seok-
dc.contributor.alternativeNameLee, Byung Wan-
dc.contributor.alternativeNameLee, Yong Ho-
dc.contributor.alternativeNameLee, Hyun Chul-
dc.contributor.alternativeNameCha, Bong Soo-
dc.contributor.affiliatedAuthorKang, Eun Seok-
dc.contributor.affiliatedAuthorLee, Byung Wan-
dc.contributor.affiliatedAuthorLee, Yong Ho-
dc.contributor.affiliatedAuthorLee, Hyun Chul-
dc.contributor.affiliatedAuthorCha, Bong Soo-
dc.citation.volume9-
dc.citation.number9-
dc.citation.startPagee107584-
dc.identifier.bibliographicCitationPLOS ONE, Vol.9(9) : e107584, 2014-
dc.identifier.rimsid54952-
dc.type.rimsART-
Appears in Collections:
1. College of Medicine (의과대학) > Dept. of Internal Medicine (내과학교실) > 1. Journal Papers

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