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The\n                      <jats:styled-content style=\"fixed-case\">TG<\/jats:styled-content>\n                      \/\n                      <jats:styled-content style=\"fixed-case\">HDL<\/jats:styled-content>\n                      \u2010C ratio was determined by the levels of triglycerides (\n                      <jats:styled-content style=\"fixed-case\">TG<\/jats:styled-content>\n                      ) and high\u2010density lipoprotein cholesterol (\n                      <jats:styled-content style=\"fixed-case\">HDL<\/jats:styled-content>\n                      \u2010C). Participants were grouped according to the quartiles of\n                      <jats:styled-content style=\"fixed-case\">TG<\/jats:styled-content>\n                      \/\n                      <jats:styled-content style=\"fixed-case\">HDL<\/jats:styled-content>\n                      \u2010C. We analyzed the relationship between\n                      <jats:styled-content style=\"fixed-case\">TG<\/jats:styled-content>\n                      \/\n                      <jats:styled-content style=\"fixed-case\">HDL<\/jats:styled-content>\n                      \u2010C and\n                      <jats:styled-content style=\"fixed-case\">NAFLD<\/jats:styled-content>\n                      using Cox proportional hazards regression, smooth curve fitting, and sensitivity analysis.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      The average age of the study participants was 43.51\u2009\u00b1\u20098.89\u2009years, with 7275 (51.57%) being male. After considering potential confounding factors, the study found a positive correlation between\n                      <jats:styled-content style=\"fixed-case\">TG<\/jats:styled-content>\n                      \/\n                      <jats:styled-content style=\"fixed-case\">HDL<\/jats:styled-content>\n                      \u2010C and\n                      <jats:styled-content style=\"fixed-case\">NAFLD<\/jats:styled-content>\n                      (\n                      <jats:styled-content style=\"fixed-case\">OR<\/jats:styled-content>\n                      : 1.37, 95%\n                      <jats:styled-content style=\"fixed-case\">CI<\/jats:styled-content>\n                      : 1.31\u20131.43,\n                      <jats:italic>p<\/jats:italic>\n                      \u2009&lt;\u20090.001). Moreover, a nonlinear relationship between\n                      <jats:styled-content style=\"fixed-case\">TG<\/jats:styled-content>\n                      \/\n                      <jats:styled-content style=\"fixed-case\">HDL<\/jats:styled-content>\n                      \u2010C and\n                      <jats:styled-content style=\"fixed-case\">NAFLD<\/jats:styled-content>\n                      was found, with a turning point at 1.42. The odds ratio (\n                      <jats:styled-content style=\"fixed-case\">OR<\/jats:styled-content>\n                      ) on either side of this inflection point were 3.71 (95%\n                      <jats:styled-content style=\"fixed-case\">CI<\/jats:styled-content>\n                      : 2.87\u20134.79) on the left and 1.23 (95%\n                      <jats:styled-content style=\"fixed-case\">CI<\/jats:styled-content>\n                      : 1.17\u20131.29) on the right, indicating a stronger correlation when\n                      <jats:styled-content style=\"fixed-case\">TG<\/jats:styled-content>\n                      \/\n                      <jats:styled-content style=\"fixed-case\">HDL<\/jats:styled-content>\n                      \u2010C is below 1.42, particularly in younger individuals, females, and those with a\n                      <jats:styled-content style=\"fixed-case\">BMI<\/jats:styled-content>\n                      under 25\u2009kg\/m\n                      <jats:sup>2<\/jats:sup>\n                      .\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>\n                      The\n                      <jats:styled-content style=\"fixed-case\">TG<\/jats:styled-content>\n                      \/\n                      <jats:styled-content style=\"fixed-case\">HDL<\/jats:styled-content>\n                      \u2010C index shows a nonlinear positive correlation with\n                      <jats:styled-content style=\"fixed-case\">NAFLD<\/jats:styled-content>\n                      risk, particularly when the\n                      <jats:styled-content style=\"fixed-case\">TG<\/jats:styled-content>\n                      \/\n                      <jats:styled-content style=\"fixed-case\">HDL<\/jats:styled-content>\n                      \u2010C ratio is below 1.42, with a stronger association observed in younger individuals, females, and lower\u2010BMI populations.\n                    <\/jats:p>\n                  <\/jats:sec>","DOI":"10.1002\/jcla.70107","type":"journal-article","created":{"date-parts":[[2025,9,25]],"date-time":"2025-09-25T12:09:13Z","timestamp":1758802153000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Nonlinear Relationship Between Triglyceride\u2010to\u2010High\u2010Density Lipoprotein Cholesterol Ratio and Non\u2010Alcoholic Fatty Liver Disease: A Secondary Retrospective Analysis Based on a Japanese Longitudinal Study"],"prefix":"10.1002","volume":"39","author":[{"given":"Lingde","family":"Shen","sequence":"first","affiliation":[{"name":"Department of Tuina Shenzhen Traditional Chinese Medicine Hospital (The Fourth Clinical Medical College of Guangzhou University of Chinese Medicine)  Shenzhen 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