FIB‐4 and incident severe liver outcomes in patients with undiagnosed chronic liver disease: A Fine‐Gray competing risk analysis
Background and Aims The Fibrosis‐4 index (FIB‐4) can reliably assess fibrosis risk in patients with chronic liver disease, and advanced fibrosis is associated with severe liver disease (SLD) outcomes. However, CLD is underdiagnosed in primary care. We examined the association between FIB‐4 risk stra...
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Veröffentlicht in: | Liver international 2023-01, Vol.43 (1), p.170-179 |
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description | Background and Aims
The Fibrosis‐4 index (FIB‐4) can reliably assess fibrosis risk in patients with chronic liver disease, and advanced fibrosis is associated with severe liver disease (SLD) outcomes. However, CLD is underdiagnosed in primary care. We examined the association between FIB‐4 risk strata and the incidence of SLD preceding a CLD diagnosis while considering incident CLD diagnoses as competing risks.
Methods
Using primary care clinic data between 2007 and 2018, we identified patients with two FIB‐4 scores and no liver disease diagnoses preceding the index FIB‐4. Patients were followed from index FIB‐4 until an incident SLD (a composite of cirrhosis, hepatocellular carcinoma or liver transplantation), CLD or were censored. Hazard ratios were computed using a Fine‐Gray competing risk model.
Results
Of 20 556 patients, there were 54.8% in the low, 34.8% in the indeterminate, 6.6% in the high and 3.8% in the persistently high‐risk FIB‐4 strata. During a mean 8.2 years of follow‐up, 837 (4.1%) patients experienced an SLD outcome and 11.5% of the sample received a CLD diagnosis. Of patients with an SLD event, 49% received no preceding CLD diagnosis. In the adjusted Fine‐Gray model, the indeterminate (HR 1.41, 95% CI 1.17–1.71), high (HR 4.65, 95% CI 3.76–5.76) and persistently high‐risk (HR 7.60, 95% CI 6.04–9.57) FIB‐4 risk strata were associated with a higher incidence of SLD compared to the low‐risk stratum.
Conclusions
FIB‐4 scores with indeterminate‐ and high‐risk values are associated with an increased incidence of SLD in primary care patients without known CLD. |
doi_str_mv | 10.1111/liv.15295 |
format | Article |
fullrecord | <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_2664791257</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>2759885622</sourcerecordid><originalsourceid>FETCH-LOGICAL-c3535-654db5dcae75d99daad812a9200923b41aad6e08e8d432e00e10e4b206a007433</originalsourceid><addsrcrecordid>eNp1kb9OwzAQhy0EolAYeAFkiQWGgv_EScwGFYVKlViANXLjA1xSp_gSqm4MPADPyJNgaGFAwout8-fvrPsRssfZMY_rpHIvx1wJrdbIFk-yvCeF5Ou_ZyE7ZBtxwhjXWvFN0pFKpVmW8i3yNhief7y-J9R4S50vnQXfUIQXCECjFwKt26asp4Dxms5M4yKAdO6aR9p668yDrxEsLR9D7V25emMdgkE4pWd04DzEDpfBLGj0zKBx_oEGh0-xp6kW6HCHbNybCmF3tXfJ7eDipn_VG11fDvtno14plVS9VCV2rGxpIFNWa2uMzbkwWjCmhRwnPBZSYDnkNpECGAPOIBkLlhrGskTKLjlcemehfm4Bm2LqsISqMh7qFguRpkmmuVBZRA_-oJO6DfG_kcqUznOVxrl2ydGSKkONGOC-mAU3NWFRcFZ8RVPEcRTf0UR2f2Vsx1Owv-RPFhE4WQJzV8Hif1MxGt4tlZ_1MpqK</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>2759885622</pqid></control><display><type>article</type><title>FIB‐4 and incident severe liver outcomes in patients with undiagnosed chronic liver disease: A Fine‐Gray competing risk analysis</title><source>MEDLINE</source><source>Wiley Online Library Journals Frontfile Complete</source><creator>Schreiner, Andrew D. ; Zhang, Jingwen ; Moran, William P. ; Koch, David G. ; Marsden, Justin ; Livingston, Sherry ; Mauldin, Patrick D. ; Gebregziabher, Mulugeta</creator><creatorcontrib>Schreiner, Andrew D. ; Zhang, Jingwen ; Moran, William P. ; Koch, David G. ; Marsden, Justin ; Livingston, Sherry ; Mauldin, Patrick D. ; Gebregziabher, Mulugeta</creatorcontrib><description>Background and Aims
The Fibrosis‐4 index (FIB‐4) can reliably assess fibrosis risk in patients with chronic liver disease, and advanced fibrosis is associated with severe liver disease (SLD) outcomes. However, CLD is underdiagnosed in primary care. We examined the association between FIB‐4 risk strata and the incidence of SLD preceding a CLD diagnosis while considering incident CLD diagnoses as competing risks.
Methods
Using primary care clinic data between 2007 and 2018, we identified patients with two FIB‐4 scores and no liver disease diagnoses preceding the index FIB‐4. Patients were followed from index FIB‐4 until an incident SLD (a composite of cirrhosis, hepatocellular carcinoma or liver transplantation), CLD or were censored. Hazard ratios were computed using a Fine‐Gray competing risk model.
Results
Of 20 556 patients, there were 54.8% in the low, 34.8% in the indeterminate, 6.6% in the high and 3.8% in the persistently high‐risk FIB‐4 strata. During a mean 8.2 years of follow‐up, 837 (4.1%) patients experienced an SLD outcome and 11.5% of the sample received a CLD diagnosis. Of patients with an SLD event, 49% received no preceding CLD diagnosis. In the adjusted Fine‐Gray model, the indeterminate (HR 1.41, 95% CI 1.17–1.71), high (HR 4.65, 95% CI 3.76–5.76) and persistently high‐risk (HR 7.60, 95% CI 6.04–9.57) FIB‐4 risk strata were associated with a higher incidence of SLD compared to the low‐risk stratum.
Conclusions
FIB‐4 scores with indeterminate‐ and high‐risk values are associated with an increased incidence of SLD in primary care patients without known CLD.</description><identifier>ISSN: 1478-3223</identifier><identifier>EISSN: 1478-3231</identifier><identifier>DOI: 10.1111/liv.15295</identifier><identifier>PMID: 35567761</identifier><language>eng</language><publisher>United States: Wiley Subscription Services, Inc</publisher><subject>advanced fibrosis ; chronic liver disease ; Cirrhosis ; Diagnosis ; Fibrosis ; Fibrosis‐4 index ; Health care ; Hepatocellular carcinoma ; Humans ; Liver ; Liver cirrhosis ; Liver Cirrhosis - complications ; Liver Cirrhosis - diagnosis ; Liver Cirrhosis - epidemiology ; Liver diseases ; Liver Neoplasms - complications ; Liver Neoplasms - diagnosis ; Liver Neoplasms - epidemiology ; Liver transplantation ; non‐invasive testing ; Primary care ; Risk analysis ; Risk Assessment ; Risk Factors ; Transplantation</subject><ispartof>Liver international, 2023-01, Vol.43 (1), p.170-179</ispartof><rights>2022 John Wiley & Sons A/S. Published by John Wiley & Sons Ltd.</rights><rights>2023 John Wiley & Sons A/S</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c3535-654db5dcae75d99daad812a9200923b41aad6e08e8d432e00e10e4b206a007433</citedby><cites>FETCH-LOGICAL-c3535-654db5dcae75d99daad812a9200923b41aad6e08e8d432e00e10e4b206a007433</cites><orcidid>0000-0003-0914-3182</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1111%2Fliv.15295$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1111%2Fliv.15295$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,777,781,1412,27905,27906,45555,45556</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/35567761$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Schreiner, Andrew D.</creatorcontrib><creatorcontrib>Zhang, Jingwen</creatorcontrib><creatorcontrib>Moran, William P.</creatorcontrib><creatorcontrib>Koch, David G.</creatorcontrib><creatorcontrib>Marsden, Justin</creatorcontrib><creatorcontrib>Livingston, Sherry</creatorcontrib><creatorcontrib>Mauldin, Patrick D.</creatorcontrib><creatorcontrib>Gebregziabher, Mulugeta</creatorcontrib><title>FIB‐4 and incident severe liver outcomes in patients with undiagnosed chronic liver disease: A Fine‐Gray competing risk analysis</title><title>Liver international</title><addtitle>Liver Int</addtitle><description>Background and Aims
The Fibrosis‐4 index (FIB‐4) can reliably assess fibrosis risk in patients with chronic liver disease, and advanced fibrosis is associated with severe liver disease (SLD) outcomes. However, CLD is underdiagnosed in primary care. We examined the association between FIB‐4 risk strata and the incidence of SLD preceding a CLD diagnosis while considering incident CLD diagnoses as competing risks.
Methods
Using primary care clinic data between 2007 and 2018, we identified patients with two FIB‐4 scores and no liver disease diagnoses preceding the index FIB‐4. Patients were followed from index FIB‐4 until an incident SLD (a composite of cirrhosis, hepatocellular carcinoma or liver transplantation), CLD or were censored. Hazard ratios were computed using a Fine‐Gray competing risk model.
Results
Of 20 556 patients, there were 54.8% in the low, 34.8% in the indeterminate, 6.6% in the high and 3.8% in the persistently high‐risk FIB‐4 strata. During a mean 8.2 years of follow‐up, 837 (4.1%) patients experienced an SLD outcome and 11.5% of the sample received a CLD diagnosis. Of patients with an SLD event, 49% received no preceding CLD diagnosis. In the adjusted Fine‐Gray model, the indeterminate (HR 1.41, 95% CI 1.17–1.71), high (HR 4.65, 95% CI 3.76–5.76) and persistently high‐risk (HR 7.60, 95% CI 6.04–9.57) FIB‐4 risk strata were associated with a higher incidence of SLD compared to the low‐risk stratum.
Conclusions
FIB‐4 scores with indeterminate‐ and high‐risk values are associated with an increased incidence of SLD in primary care patients without known CLD.</description><subject>advanced fibrosis</subject><subject>chronic liver disease</subject><subject>Cirrhosis</subject><subject>Diagnosis</subject><subject>Fibrosis</subject><subject>Fibrosis‐4 index</subject><subject>Health care</subject><subject>Hepatocellular carcinoma</subject><subject>Humans</subject><subject>Liver</subject><subject>Liver cirrhosis</subject><subject>Liver Cirrhosis - complications</subject><subject>Liver Cirrhosis - diagnosis</subject><subject>Liver Cirrhosis - epidemiology</subject><subject>Liver diseases</subject><subject>Liver Neoplasms - complications</subject><subject>Liver Neoplasms - diagnosis</subject><subject>Liver Neoplasms - epidemiology</subject><subject>Liver transplantation</subject><subject>non‐invasive testing</subject><subject>Primary care</subject><subject>Risk analysis</subject><subject>Risk Assessment</subject><subject>Risk Factors</subject><subject>Transplantation</subject><issn>1478-3223</issn><issn>1478-3231</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2023</creationdate><recordtype>article</recordtype><sourceid>EIF</sourceid><recordid>eNp1kb9OwzAQhy0EolAYeAFkiQWGgv_EScwGFYVKlViANXLjA1xSp_gSqm4MPADPyJNgaGFAwout8-fvrPsRssfZMY_rpHIvx1wJrdbIFk-yvCeF5Ou_ZyE7ZBtxwhjXWvFN0pFKpVmW8i3yNhief7y-J9R4S50vnQXfUIQXCECjFwKt26asp4Dxms5M4yKAdO6aR9p668yDrxEsLR9D7V25emMdgkE4pWd04DzEDpfBLGj0zKBx_oEGh0-xp6kW6HCHbNybCmF3tXfJ7eDipn_VG11fDvtno14plVS9VCV2rGxpIFNWa2uMzbkwWjCmhRwnPBZSYDnkNpECGAPOIBkLlhrGskTKLjlcemehfm4Bm2LqsISqMh7qFguRpkmmuVBZRA_-oJO6DfG_kcqUznOVxrl2ydGSKkONGOC-mAU3NWFRcFZ8RVPEcRTf0UR2f2Vsx1Owv-RPFhE4WQJzV8Hif1MxGt4tlZ_1MpqK</recordid><startdate>202301</startdate><enddate>202301</enddate><creator>Schreiner, Andrew D.</creator><creator>Zhang, Jingwen</creator><creator>Moran, William P.</creator><creator>Koch, David G.</creator><creator>Marsden, Justin</creator><creator>Livingston, Sherry</creator><creator>Mauldin, Patrick D.</creator><creator>Gebregziabher, Mulugeta</creator><general>Wiley Subscription Services, Inc</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>7QO</scope><scope>7T5</scope><scope>7U9</scope><scope>8FD</scope><scope>FR3</scope><scope>H94</scope><scope>P64</scope><scope>RC3</scope><scope>7X8</scope><orcidid>https://orcid.org/0000-0003-0914-3182</orcidid></search><sort><creationdate>202301</creationdate><title>FIB‐4 and incident severe liver outcomes in patients with undiagnosed chronic liver disease: A Fine‐Gray competing risk analysis</title><author>Schreiner, Andrew D. ; Zhang, Jingwen ; Moran, William P. ; Koch, David G. ; Marsden, Justin ; Livingston, Sherry ; Mauldin, Patrick D. ; Gebregziabher, Mulugeta</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3535-654db5dcae75d99daad812a9200923b41aad6e08e8d432e00e10e4b206a007433</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>advanced fibrosis</topic><topic>chronic liver disease</topic><topic>Cirrhosis</topic><topic>Diagnosis</topic><topic>Fibrosis</topic><topic>Fibrosis‐4 index</topic><topic>Health care</topic><topic>Hepatocellular carcinoma</topic><topic>Humans</topic><topic>Liver</topic><topic>Liver cirrhosis</topic><topic>Liver Cirrhosis - complications</topic><topic>Liver Cirrhosis - diagnosis</topic><topic>Liver Cirrhosis - epidemiology</topic><topic>Liver diseases</topic><topic>Liver Neoplasms - complications</topic><topic>Liver Neoplasms - diagnosis</topic><topic>Liver Neoplasms - epidemiology</topic><topic>Liver transplantation</topic><topic>non‐invasive testing</topic><topic>Primary care</topic><topic>Risk analysis</topic><topic>Risk Assessment</topic><topic>Risk Factors</topic><topic>Transplantation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Schreiner, Andrew D.</creatorcontrib><creatorcontrib>Zhang, Jingwen</creatorcontrib><creatorcontrib>Moran, William P.</creatorcontrib><creatorcontrib>Koch, David G.</creatorcontrib><creatorcontrib>Marsden, Justin</creatorcontrib><creatorcontrib>Livingston, Sherry</creatorcontrib><creatorcontrib>Mauldin, Patrick D.</creatorcontrib><creatorcontrib>Gebregziabher, Mulugeta</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>Biotechnology Research Abstracts</collection><collection>Immunology Abstracts</collection><collection>Virology and AIDS Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Biotechnology and BioEngineering Abstracts</collection><collection>Genetics Abstracts</collection><collection>MEDLINE - Academic</collection><jtitle>Liver international</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Schreiner, Andrew D.</au><au>Zhang, Jingwen</au><au>Moran, William P.</au><au>Koch, David G.</au><au>Marsden, Justin</au><au>Livingston, Sherry</au><au>Mauldin, Patrick D.</au><au>Gebregziabher, Mulugeta</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>FIB‐4 and incident severe liver outcomes in patients with undiagnosed chronic liver disease: A Fine‐Gray competing risk analysis</atitle><jtitle>Liver international</jtitle><addtitle>Liver Int</addtitle><date>2023-01</date><risdate>2023</risdate><volume>43</volume><issue>1</issue><spage>170</spage><epage>179</epage><pages>170-179</pages><issn>1478-3223</issn><eissn>1478-3231</eissn><abstract>Background and Aims
The Fibrosis‐4 index (FIB‐4) can reliably assess fibrosis risk in patients with chronic liver disease, and advanced fibrosis is associated with severe liver disease (SLD) outcomes. However, CLD is underdiagnosed in primary care. We examined the association between FIB‐4 risk strata and the incidence of SLD preceding a CLD diagnosis while considering incident CLD diagnoses as competing risks.
Methods
Using primary care clinic data between 2007 and 2018, we identified patients with two FIB‐4 scores and no liver disease diagnoses preceding the index FIB‐4. Patients were followed from index FIB‐4 until an incident SLD (a composite of cirrhosis, hepatocellular carcinoma or liver transplantation), CLD or were censored. Hazard ratios were computed using a Fine‐Gray competing risk model.
Results
Of 20 556 patients, there were 54.8% in the low, 34.8% in the indeterminate, 6.6% in the high and 3.8% in the persistently high‐risk FIB‐4 strata. During a mean 8.2 years of follow‐up, 837 (4.1%) patients experienced an SLD outcome and 11.5% of the sample received a CLD diagnosis. Of patients with an SLD event, 49% received no preceding CLD diagnosis. In the adjusted Fine‐Gray model, the indeterminate (HR 1.41, 95% CI 1.17–1.71), high (HR 4.65, 95% CI 3.76–5.76) and persistently high‐risk (HR 7.60, 95% CI 6.04–9.57) FIB‐4 risk strata were associated with a higher incidence of SLD compared to the low‐risk stratum.
Conclusions
FIB‐4 scores with indeterminate‐ and high‐risk values are associated with an increased incidence of SLD in primary care patients without known CLD.</abstract><cop>United States</cop><pub>Wiley Subscription Services, Inc</pub><pmid>35567761</pmid><doi>10.1111/liv.15295</doi><tpages>10</tpages><orcidid>https://orcid.org/0000-0003-0914-3182</orcidid></addata></record> |
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subjects | advanced fibrosis chronic liver disease Cirrhosis Diagnosis Fibrosis Fibrosis‐4 index Health care Hepatocellular carcinoma Humans Liver Liver cirrhosis Liver Cirrhosis - complications Liver Cirrhosis - diagnosis Liver Cirrhosis - epidemiology Liver diseases Liver Neoplasms - complications Liver Neoplasms - diagnosis Liver Neoplasms - epidemiology Liver transplantation non‐invasive testing Primary care Risk analysis Risk Assessment Risk Factors Transplantation |
title | FIB‐4 and incident severe liver outcomes in patients with undiagnosed chronic liver disease: A Fine‐Gray competing risk analysis |
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