1. Diagnostic accuracy of non-invasive tests for advanced fibrosis in patients with NAFLD : an individual patient data meta-analysis
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Mozes, F. E., Lee, J. A., Selvaraj, E. A., Jayaswal, A. N. A., Trauner, M., Boursier, J., Fournier, C., Staufer, K., Stauber, R. E., Bugianesi, E., Younes, R., Gaia, S., Lupsor-Platon, M., Petta, S., Shima, T., Okanoue, T., Mahadeva, S., Chan, W. -K., Eddowes, P. J., Newsome, P. N., Wong, V. W. -S., de Ledinghen, V., Fan, J., Shen, F., Cobbold, J. F., Sumida, Y., Okajima, A., Schattenberg, J. M., Labenz, C., Kim, W., Lee, M. S., Wiegand, J., Karlas, T., Yilmaz, Y., Aithal, G. P., Palaniyappan, N., Cassinotto, C., Aggarwal, S., Garg, H., Ooi, G. J., Nakajima, A., Yoneda, M., Ziol, M., Barget, N., Geier, A., Tuthill, T., Brosnan, M. J., Anstee, Q. M., Neubauer, S., Harrison, S. A., Bossuyt, P. M., Pavlides, M., Anstee, Q., Daly, A., Johnson, K., Govaere, O., Cockell, S., Tiniakos, D., Bedossa, P., Oakley, F., Cordell, H., Day, C., Wonders, K., Bossuyt, P., Zafarmand, H., Vali, Y., Lee, J., Ratziu, V., Clement, K., Pais, R., Schuppan, D., Schattenberg, J., Vidal-Puig, T., Vacca, M., Rodrigues-Cuenca, S., Allison, M., Kamzolas, I., Petsalaki, E., Oresic, M., Hyotylainen, T., Mcglinchey, A., Mato, J. M., Millet, O., Dufour, J. -F., Berzigotti, A., Harrison, S., Cobbold, J., Mozes, F., Akhtar, S., Banerjee, R., Kelly, M., Shumbayawonda, E., Dennis, A., Erpicum, C., Graham, M., Romero-Gomez, M., Gomez-Gonzalez, E., Ampuero, J., Castell, J., Gallego-Duran, R., Fernandez, I., Montero-Vallejo, R., Karsdal, M., Erhardtsen, E., Rasmussen, D., Leeming, D. J., Fisker, M. J., Sinisi, A., Musa, K., Betsou, F., Sandt, E., Tonini, M., Rosso, C., Armandi, A., Marra, F., Gastaldelli, A., Svegliati, G., Francque, S., Vonghia, L., Ekstedt, M., Kechagias, S., Yki-Jarvinen, H., Porthan, K., van Mil, S., Papatheodoridis, G., Cortez-Pinto, H., Valenti, L., Miele, L., Trautwein, C., Aithal, G., Hockings, P., Newsome, P., Wenn, D., Rodrigues, C. M. P., Chaumat, P., Hanf, R., Trylesinski, A., Ortiz, P., Duffin, K., Brosnan, J., Mcleod, E., Ertle, J., Ostroff, R., Alexander, L., Kjaer, M. S., Mikkelsen, L. F., Balp, M. -M., Brass, C., Jennings, L., Martic, M., Loeffler, J., Hanauer, G., Shankar, S., Pepin, K., Ehman, R., Myers, J., Ho, G., Torstenson, R., Myers, R., Doward, L., LITMUS Investigators, University of Denver, Medizinische Universität Wien = Medical University of Vienna, Hémodynamique, Interaction Fibrose et Invasivité tumorales Hépatiques (HIFIH), Université d'Angers (UA), SUACI Alpes du Nord, Medical University Graz, Mozes, Ferenc Emil, Lee, Jenny A., Selvaraj, Emmanuel Anandraj, Jayaswal, Arjun Narayan Ajmer, Trauner, Michael, Boursier, Jerome, Fournier, Celine, Staufer, Katharina, Stauber, Rudolf E., Bugianesi, Elisabetta, Younes, Ramy, Gaia, Silvia, Lupsor-Platon, Monica, Petta, Salvatore, Shima, Toshihide, Okanoue, Takeshi, Mahadeva, Sanjiv, Chan, Wah-Kheong, Eddowes, Peter J., Hirschfield, Gideon M., Newsome, Philip Noel, Wong, Vincent Wai-Sun, de Ledinghen, Victor, Fan, Jiangao, Shen, Feng, Cobbold, Jeremy F., Sumida, Yoshio, Okajima, Akira, Schattenberg, Joern M., Labenz, Christian, Kim, Won, Lee, Myoung Seok, Wiegand, Johannes, Karlas, Thomas, Yilmaz, Yusuf, Aithal, Guruprasad Padur, Palaniyappan, Naaventhan, Cassinotto, Christophe, Aggarwal, Sandeep, Garg, Harshit, Ooi, Geraldine J., Nakajima, Atsushi, Yoneda, Masato, Ziol, Marianne, Barget, Nathalie, Geier, Andreas, Tuthill, Theresa, Brosnan, M. Julia, Anstee, Quentin Mark, Neubauer, Stefan, Harrison, Stephen A., Bossuyt, Patrick M., Pavlides, Michael, Epidemiology and Data Science, APH - Methodology, APH - Personalized Medicine, ACS - Atherosclerosis & ischemic syndromes, APH - Aging & Later Life, ARD - Amsterdam Reproduction and Development, Graduate School, Mozes F.E., Lee J.A., Selvaraj E.A., Jayaswal A.N.A., Trauner M., Boursier J., Fournier C., Staufer K., Stauber R.E., Bugianesi E., Younes R., Gaia S., Lupsor-Platon M., Petta S., Shima T., Okanoue T., Mahadeva S., Chan W.-K., Eddowes P.J., Newsome P.N., Wong V.W.-S., de Ledinghen V., Fan J., Shen F., Cobbold J.F., Sumida Y., Okajima A., Schattenberg J.M., Labenz C., Kim W., Lee M.S., Wiegand J., Karlas T., Yilmaz Y., Aithal G.P., Palaniyappan N., Cassinotto C., Aggarwal S., Garg H., Ooi G.J., Nakajima A., Yoneda M., Ziol M., Barget N., Geier A., Tuthill T., Brosnan M.J., Anstee Q.M., Neubauer S., Harrison S.A., Bossuyt P.M., Pavlides M., Anstee Q., Daly A., Johnson K., Govaere O., Cockell S., Tiniakos D., Bedossa P., Oakley F., Cordell H., Day C., Wonders K., Bossuyt P., Zafarmand H., Vali Y., Lee J., Ratziu V., Clement K., Pais R., Schuppan D., Schattenberg J., Vidal-Puig T., Vacca M., Rodrigues-Cuenca S., Allison M., Kamzolas I., Petsalaki E., Oresic M., Hyotylainen T., McGlinchey A., Mato J.M., Millet O., Dufour J.-F., Berzigotti A., Harrison S., Cobbold J., Mozes F., Akhtar S., Banerjee R., Kelly M., Shumbayawonda E., Dennis A., Erpicum C., Graham M., Romero-Gomez M., Gomez-Gonzalez E., Ampuero J., Castell J., Gallego-Duran R., Fernandez I., Montero-Vallejo R., Karsdal M., Erhardtsen E., Rasmussen D., Leeming D.J., Fisker M.J., Sinisi A., Musa K., Betsou F., Sandt E., Tonini M., Rosso C., Armandi A., Marra F., Gastaldelli A., Svegliati G., Francque S., Vonghia L., Ekstedt M., Kechagias S., Yki-Jarvinen H., Porthan K., van Mil S., Papatheodoridis G., Cortez-Pinto H., Valenti L., Miele L., Trautwein C., Aithal G., Hockings P., Newsome P., Wenn D., Rodrigues C.M.P., Chaumat P., Hanf R., Trylesinski A., Ortiz P., Duffin K., Brosnan J., McLeod E., Ertle J., Ostroff R., Alexander L., Kjaer M.S., Mikkelsen L.F., Balp M.-M., Brass C., Jennings L., Martic M., Loeffler J., Hanauer G., Shankar S., Pepin K., Ehman R., Myers J., Ho G., Torstenson R., Myers R., and Doward L.
- Subjects
Liver Cirrhosis ,Male ,Cirrhosis ,LIVER STIFFNESS MEASUREMENT ,Biopsy ,[SDV]Life Sciences [q-bio] ,biostatistics ,Gastroenterology ,DISEASE ,clinical decision making ,fatty liver ,hepatic fibrosis ,0302 clinical medicine ,Non-alcoholic Fatty Liver Disease ,Fibrosis ,2. Zero hunger ,0303 health sciences ,medicine.diagnostic_test ,NONALCOHOLIC STEATOHEPATITIS ,TRANSIENT ELASTOGRAPHY ,Fatty liver ,CHRONIC HEPATITIS ,Middle Aged ,3. Good health ,Settore AGR/03 - Arboricoltura Generale E Coltivazioni Arboree ,Liver ,Liver biopsy ,BIOPSY ,Elasticity Imaging Techniques ,Female ,030211 gastroenterology & hepatology ,Median body ,medicine.medical_specialty ,CONTROLLED ATTENUATION PARAMETER ,610 Medicine & health ,03 medical and health sciences ,Internal medicine ,SCORE ,medicine ,Humans ,biostatistics, clinical decision making, fatty liver, hepatic fibrosis ,030304 developmental biology ,Receiver operating characteristic ,business.industry ,medicine.disease ,Diabetes Mellitus, Type 2 ,XL PROBE ,business ,Hepatic fibrosis ,Transient elastography ,Biomarkers ,PROSPECTIVE DERIVATION - Abstract
ObjectiveLiver biopsy is still needed for fibrosis staging in many patients with non-alcoholic fatty liver disease. The aims of this study were to evaluate the individual diagnostic performance of liver stiffness measurement by vibration controlled transient elastography (LSM-VCTE), Fibrosis-4 Index (FIB-4) and NAFLD (non-alcoholic fatty liver disease) Fibrosis Score (NFS) and to derive diagnostic strategies that could reduce the need for liver biopsies.DesignIndividual patient data meta-analysis of studies evaluating LSM-VCTE against liver histology was conducted. FIB-4 and NFS were computed where possible. Sensitivity, specificity and area under the receiver operating curve (AUROC) were calculated. Biomarkers were assessed individually and in sequential combinations.ResultsData were included from 37 primary studies (n=5735; 45% women; median age: 54 years; median body mass index: 30 kg/m2; 33% had type 2 diabetes; 30% had advanced fibrosis). AUROCs of individual LSM-VCTE, FIB-4 and NFS for advanced fibrosis were 0.85, 0.76 and 0.73. Sequential combination of FIB-4 cut-offs (ConclusionSequential combinations of markers with a lower cut-off to rule-out advanced fibrosis and a higher cut-off to rule-in cirrhosis can reduce the need for liver biopsies.
- Published
- 2022