Expanding Pharmacists’ Role in the Management of Non-Alcoholic Fatty Liver Disease
Abstract
:1. Background
2. NAFLD Stages and Clinical Manifestations
3. Significance of Diagnosing NAFLD in the Early Stages
4. Opportunities for Pharmacists in the Management of NAFLD
5. Patient Identification
6. Screening for NAFLD in the Outpatient Pharmacy
6.1. Common Variables to Identify NAFLD
6.2. Non-Invasive or Minimally Invasive Tools
6.3. Feasibility of Assessment
6.4. Limitations and Alternate Solutions
7. Patient Education, Referral, Lifestyle and Therapeutic Guidance, and Follow-Up
7.1. Patient Education/Counseling
7.2. Referral
7.3. Lifestyle and Therapeutic Guidance
7.4. Follow-Up
8. Resources
8.1. Resources for Pharmacists
8.2. Resources for Patients
9. Potential Impact
10. Conclusions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
References
- Angulo, P. Nonalcoholic fatty liver disease. N. Engl. J. Med. 2002, 346, 1221–1231. [Google Scholar] [CrossRef] [PubMed]
- Marchesini, G.; Brizi, M.; Bianchi, G.; Tomassetti, S.; Bugianesi, E.; Lenzi, M.; McCullough, A.J.; Natale, S.; Forlani, G.; Melchionda, N. Nonalcoholic fatty liver disease: A feature of the metabolic syndrome. Diabetes 2001, 50, 1844–1850. [Google Scholar] [CrossRef]
- Matteoni, C.A.; Younossi, Z.M.; Gramlich, T.; Boparai, N.; Liu, Y.C.; McCullough, A.J. Nonalcoholic fatty liver disease: A spectrum of clinical and pathological severity. Gastroenterology 1999, 116, 1413–1419. [Google Scholar] [CrossRef] [PubMed]
- Rinella, M.E. Nonalcoholic fatty liver disease: A systematic review. JAMA 2015, 313, 2263–2273. [Google Scholar] [CrossRef] [PubMed]
- Younossi, Z.; Anstee, Q.M.; Marietti, M.; Hardy, T.; Henry, L.; Eslam, M.; George, J.; Bugianesi, E. Global burden of NAFLD and NASH: Trends, predictions, risk factors and prevention. Nat. Rev. Gastroenterol. Hepatol. 2018, 15, 11–20. [Google Scholar] [CrossRef]
- Younossi, Z.M.; Koenig, A.B.; Abdelatif, D.; Fazel, Y.; Henry, L.; Wymer, M. Global epidemiology of nonalcoholic fatty liver disease-Meta-analytic assessment of prevalence, incidence, and outcomes. Hepatology 2016, 64, 73–84. [Google Scholar] [CrossRef]
- Riazi, K.; Azhari, H.; Charette, J.H.; Underwood, F.E.; King, J.A.; Afshar, E.E.; Swain, M.G.; Congly, S.E.; Kaplan, G.G.; Shaheen, A.-A. The prevalence and incidence of NAFLD worldwide: A systematic review and meta-analysis. Lancet Gastroenterol. Hepatol. 2022, 7, 851–861. [Google Scholar] [CrossRef]
- Le, M.H.; Le, D.M.; Baez, T.C.; Wu, Y.; Ito, T.; Lee, E.Y.; Lee, K.; Stave, C.D.; Henry, L.; Barnett, S.D.; et al. Global incidence of non-alcoholic fatty liver disease: A systematic review and meta-analysis of 63 studies and 1,201,807 persons. J. Hepatol. 2023, 79, 287–295. [Google Scholar] [CrossRef]
- Fazel, Y.; Koenig, A.B.; Sayiner, M.; Goodman, Z.D.; Younossi, Z.M. Epidemiology and natural history of non-alcoholic fatty liver disease. Metabolism 2016, 65, 1017–1025. [Google Scholar] [CrossRef]
- Lopez-Velazquez, J.A.; Silva-Vidal, K.V.; Ponciano-Rodriguez, G.; Chavez-Tapia, N.C.; Arrese, M.; Uribe, M.; Mendez-Sanchez, N. The prevalence of nonalcoholic fatty liver disease in the Americas. Ann. Hepatol. 2014, 13, 166–178. [Google Scholar] [CrossRef]
- Farrell, G.C.; Chitturi, S.; Lau, G.K.; Sollano, J.D.; Asia-Pacific Working Party on NAFLD. Guidelines for the assessment and management of non-alcoholic fatty liver disease in the Asia-Pacific region: Executive summary. J. Gastroenterol. Hepatol. 2007, 22, 775–777. [Google Scholar] [CrossRef] [PubMed]
- Feijo, S.G.; Lima, J.M.D.C.; Oliveira, M.A.A.D.; Patrocinio, R.M.V.; Moura-Junior, L.G.; Campos, A.B.; Lima, J.W.O.; Braga, L.L.B.C. The spectrum of non alcoholic fatty liver disease in morbidly obese patients: Prevalence and associate risk factors. Acta Cir. Bras. 2013, 28, 788–793. [Google Scholar] [CrossRef] [PubMed]
- Neuschwander-Tetri, B.A.; Caldwell, S.H. Nonalcoholic steatohepatitis: Summary of an AASLD Single Topic Conference. Hepatology 2003, 37, 1202–1219. [Google Scholar] [CrossRef] [PubMed]
- Sherif, Z.A.; Saeed, A.; Ghavimi, S.; Nouraie, S.-M.; Laiyemo, A.O.; Brim, H.; Ashktorab, H. Global epidemiology of nonalcoholic fatty liver disease and perspectives on US minority populations. Dig. Dis. Sci. 2016, 61, 1214–1225. [Google Scholar] [CrossRef] [PubMed]
- Kabbany, M.N.; Selvakumar, P.K.C.; Watt, K.; Lopez, R.; Akras, Z.; Zein, N.; Carey, W.; Alkhouri, N. Prevalence of nonalcoholic steatohepatitis-associated cirrhosis in the United States: An analysis of National Health and Nutrition Examination Survey data. Am. J. Gastroenterol. 2017, 112, 581–587. [Google Scholar] [CrossRef]
- Ekstedt, M.; Franzen, L.E.; Mathiesen, U.L.; Thorelius, L.; Holmqvist, M.; Bodemar, G.; Kechagias, S. Long-term follow-up of patients with NAFLD and elevated liver enzymes. Hepatology 2006, 44, 865–873. [Google Scholar] [CrossRef]
- Musso, G.; Gambino, R.; Cassader, M.; Pagano, G. Meta-analysis: Natural history of non-alcoholic fatty liver disease (NAFLD) and diagnostic accuracy of non-invasive tests for liver disease severity. Ann. Med. 2011, 43, 617–649. [Google Scholar] [CrossRef]
- Anstee, Q.M.; Targher, G.; Day, C.P. Progression of NAFLD to diabetes mellitus, cardiovascular disease or cirrhosis. Nat. Rev. Gastroenterol. Hepatol. 2013, 10, 330–344. [Google Scholar] [CrossRef]
- Farrell, G.C.; Larter, C.Z. Nonalcoholic fatty liver disease: From steatosis to cirrhosis. Hepatology 2006, 43, S99–S112. [Google Scholar] [CrossRef]
- Sanyal, A.J.; American Gastroenterological Association. AGA technical review on nonalcoholic fatty liver disease. Gastroenterology 2002, 123, 1705–1725. [Google Scholar] [CrossRef]
- Berlanga, A.; Guiu-Jurado, E.; Porras, J.A.; Auguet, T. Molecular pathways in non-alcoholic fatty liver disease. Clin. Exp. Gastroenterol. 2014, 7, 221–239. [Google Scholar] [CrossRef] [PubMed]
- Ipsen, D.H.; Lykkesfeldt, J.; Tveden-Nyborg, P. Molecular mechanisms of hepatic lipid accumulation in non-alcoholic fatty liver disease. Cell. Mol. Life Sci. 2018, 75, 3313–3327. [Google Scholar] [CrossRef] [PubMed]
- Cobbina, E.; Akhlaghi, F. Non-alcoholic fatty liver disease (NAFLD)-pathogenesis, classification, and effect on drug metabolizing enzymes and transporters. Drug Metab. Rev. 2017, 49, 197–211. [Google Scholar] [CrossRef] [PubMed]
- Fabbrini, E.; Sullivan, S.; Klein, S. Obesity and nonalcoholic fatty liver disease: Biochemical, metabolic, and clinical implications. Hepatology 2010, 51, 679–689. [Google Scholar] [CrossRef]
- Lewis, G.F.; Carpentier, A.; Adeli, K.; Giacca, A. Disordered fat storage and mobilization in the pathogenesis of insulin resistance and type 2 diabetes. Endocr. Rev. 2002, 23, 201–229. [Google Scholar] [CrossRef]
- Conus, F.; Rabasa-Lhoret, R.; Peronnet, F. Characteristics of metabolically obese normal-weight (MONW) subjects. Appl. Physiol. Nutr. Metab. 2007, 32, 4–12. [Google Scholar] [CrossRef]
- Bugianesi, E.; Gastaldelli, A.; Vanni, E.; Gambino, R.; Cassader, M.; Baldi, S.; Ponti, V.; Pagano, G.; Ferrannini, E.; Rizzetto, M. Insulin resistance in non-diabetic patients with non-alcoholic fatty liver disease: Sites and mechanisms. Diabetologia 2005, 48, 634–642. [Google Scholar] [CrossRef]
- Younossi, Z.; Stepanova, M.; Ong, J.P.; Jacobson, I.M.; Bugianesi, E.; Duseja, A.; Eguchi, Y.; Wong, V.W.; Negro, F.; Yilmaz, Y.; et al. Nonalcoholic steatohepatitis is the fastest growing cause of hepatocellular carcinoma in liver transplant candidates. Clin. Gastroenterol. Hepatol. 2019, 17, 748–755.e743. [Google Scholar] [CrossRef]
- Browning, J.D.; Szczepaniak, L.S.; Dobbins, R.; Nuremberg, P.; Horton, J.D.; Cohen, J.C.; Grundy, S.M.; Hobbs, H.H. Prevalence of hepatic steatosis in an urban population in the United States: Impact of ethnicity. Hepatology 2004, 40, 1387–1395. [Google Scholar] [CrossRef]
- Vos, B.; Moreno, C.; Nagy, N.; Fery, F.; Cnop, M.; Vereerstraeten, P.; Deviere, J.; Adler, M. Lean non-alcoholic fatty liver disease (Lean-NAFLD): A major cause of cryptogenic liver disease. Acta Gastroenterol. 2011, 74, 389–394. [Google Scholar]
- Younossi, Z.M.; Stepanova, M.; Negro, F.; Hallaji, S.; Younossi, Y.; Lam, B.; Srishord, M. Nonalcoholic fatty liver disease in lean individuals in the United States. Medicine 2012, 91, 319–327. [Google Scholar] [CrossRef] [PubMed]
- Younossi, Z.M.; Otgonsuren, M.; Venkatesan, C.; Mishra, A. In patients with non-alcoholic fatty liver disease, metabolically abnormal individuals are at a higher risk for mortality while metabolically normal individuals are not. Metabolism 2013, 62, 352–360. [Google Scholar] [CrossRef] [PubMed]
- Diehl, A.M.; Day, C. Cause, pathogenesis, and treatment of nonalcoholic steatohepatitis. N. Engl. J. Med. 2017, 377, 2063–2072. [Google Scholar] [CrossRef] [PubMed]
- Rich, N.E.; Oji, S.; Mufti, A.R.; Browning, J.D.; Parikh, N.D.; Odewole, M.; Mayo, H.; Singal, A.G. Racial and ethnic disparities in nonalcoholic fatty liver disease prevalence, severity, and outcomes in the United States: A systematic review and meta-analysis. Clin. Gastroenterol. Hepatol. 2018, 16, 198–210.e192. [Google Scholar] [CrossRef]
- Carroll, R.G.; Zaslona, Z.; Galvan-Pena, S.; Koppe, E.L.; Sevin, D.C.; Angiari, S.; Triantafilou, M.; Triantafilou, K.; Modis, L.K.; O’Neill, L.A. An unexpected link between fatty acid synthase and cholesterol synthesis in proinflammatory macrophage activation. J. Biol. Chem. 2018, 293, 5509–5521. [Google Scholar] [CrossRef]
- Hashimoto, E.; Taniai, M.; Tokushige, K. Characteristics and diagnosis of NAFLD/NASH. J. Gastroenterol. Hepatol. 2013, 28 (Suppl. S4), 64–70. [Google Scholar] [CrossRef]
- Wree, A.; Broderick, L.; Canbay, A.; Hoffman, H.M.; Feldstein, A.E. From NAFLD to NASH to cirrhosis-new insights into disease mechanisms. Nat. Rev. Gastroenterol. Hepatol. 2013, 10, 627–636. [Google Scholar] [CrossRef]
- Schuster, S.; Cabrera, D.; Arrese, M.; Feldstein, A.E. Triggering and resolution of inflammation in NASH. Nat. Rev. Gastroenterol. Hepatol. 2018, 15, 349–364. [Google Scholar] [CrossRef]
- Blencowe, M.; Karunanayake, T.; Wier, J.; Hsu, N.; Yang, X. Network modeling approaches and applications to unravelling non-alcoholic fatty liver disease. Genes 2019, 10, 966. [Google Scholar] [CrossRef]
- Spengler, E.K.; Loomba, R. Recommendations for diagnosis, referral for liver biopsy, and treatment of nonalcoholic fatty liver disease and nonalcoholic steatohepatitis. Mayo Clin. Proc. 2015, 90, 1233–1246. [Google Scholar] [CrossRef]
- NICE-Guidelines. In Non-Alcoholic Fatty Liver Disease: Assessment and Management National Institute for Health and Care Excellence: Guidance; Ch. Diagnosis of NAFLD; National Guideline Centre: Manchester, UK, 2016.
- Tsochatzis, E.A.; Bosch, J.; Burroughs, A.K. Liver cirrhosis. Lancet 2014, 383, 1749–1761. [Google Scholar] [CrossRef] [PubMed]
- RCP. Underfunded. Underdoctored. Overstretched; Royal College of Physicians: London, UK, 2016. [Google Scholar]
- Gorman, D.F.; Brooks, P.M. On solutions to the shortage of doctors in Australia and New Zealand. Med. J. Aust. 2009, 190, 152–156. [Google Scholar] [CrossRef] [PubMed]
- Malayala, S.V.; Vasireddy, D.; Atluri, P.; Alur, R.S. Primary Care Shortage in Medically Underserved and Health Provider Shortage Areas: Lessons from Delaware, USA. J. Prim. Care Community Health 2021, 12, 2150132721994018. [Google Scholar] [CrossRef] [PubMed]
- Li, K.; Frumkin, A.; Bi, W.G.; Magrill, J.; Newton, C. Biopsy of Canada’s family physician shortage. Fam. Med. Community Health 2023, 11, e002236. [Google Scholar] [CrossRef] [PubMed]
- Colombo, A.; Bassani, G. Lack of doctors, but for what System? Shortage of clinicians in Italy and Lombardy and reflections on structural constrains in training. Ig. Sanità Pubblica 2019, 75, 385–402. [Google Scholar]
- Alves, S.M.C.; Oliveira, F.P.; Matos, M.F.M.; Santos, L.M.P.; Delduque, M.C. International cooperation and shortage of doctors: An analysis of the interaction between Brazil, Angola and Cuba. Ciência Saúde Coletiva 2017, 22, 2223–2235. [Google Scholar] [CrossRef]
- Russo, M.W.; Fix, O.K.; Koteish, A.A.; Duggan, K.; Ditmyer, M.; Fuchs, M.; Chung, R.T.; Reddy, G. Modeling the Hepatology Workforce in the United States: A Predicted Critical Shortage. Hepatology 2020, 72, 1444–1454. [Google Scholar] [CrossRef]
- Campbell, R.K. Role of the pharmacist in diabetes management. Am. J. Health Syst. Pharm. 2002, 59 (Suppl. S9), S18–S21. [Google Scholar] [CrossRef]
- Chalasani, N.; Younossi, Z.; Lavine, J.E.; Charlton, M.; Cusi, K.; Rinella, M.; Harrison, S.A.; Brunt, E.M.; Sanyal, A.J. The diagnosis and management of nonalcoholic fatty liver disease: Practice guidance from the American Association for the Study of Liver Diseases. Hepatology 2018, 67, 328–357. [Google Scholar] [CrossRef]
- Sheng, G.; Xie, Q.; Wang, R.; Hu, C.; Zhong, M.; Zou, Y. Waist-to-height ratio and non-alcoholic fatty liver disease in adults. BMC Gastroenterol. 2021, 21, 239. [Google Scholar] [CrossRef]
- Zaki, M.; Amin, D.; Mohamed, R. Body composition, phenotype and central obesity indices in Egyptian women with non-alcoholic fatty liver disease. J. Complement. Integr. Med. 2020, 18, 385–390. [Google Scholar] [CrossRef] [PubMed]
- Syed-Abdul, M.M.; Soni, D.S.; Barnes, J.T.; Wagganer, J.D. Comparative analysis of BIA, IBC and DXA for determining body fat in American Football players. J. Sports Med. Phys. Fit. 2021, 61, 687–692. [Google Scholar] [CrossRef] [PubMed]
- Sun, G.; French, C.R.; Martin, G.R.; Younghusband, B.; Green, R.C.; Xie, Y.-G.; Mathews, M.; Barron, J.R.; Fitzpatrick, D.G.; Gulliver, W.; et al. Comparison of multifrequency bioelectrical impedance analysis with dual-energy X-ray absorptiometry for assessment of percentage body fat in a large, healthy population. Am. J. Clin. Nutr. 2005, 81, 74–78. [Google Scholar] [CrossRef] [PubMed]
- Ballestri, S.; Zona, S.; Targher, G.; Romagnoli, D.; Baldelli, E.; Nascimbeni, F.; Roverato, A.; Guaraldi, G.; Lonardo, A. Nonalcoholic fatty liver disease is associated with an almost twofold increased risk of incident type 2 diabetes and metabolic syndrome. Evidence from a systematic review and meta-analysis. J. Gastroenterol. Hepatol. 2016, 31, 936–944. [Google Scholar] [CrossRef] [PubMed]
- Romeo, S.; Kozlitina, J.; Xing, C.; Pertsemlidis, A.; Cox, D.; Pennacchio, L.A.; Boerwinkle, E.; Cohen, J.C.; Hobbs, H.H. Genetic variation in PNPLA3 confers susceptibility to nonalcoholic fatty liver disease. Nat. Genet. 2008, 40, 1461–1465. [Google Scholar] [CrossRef]
- Boza, C.; Riquelme, A.; Ibanez, L.; Duarte, I.; Norero, E.; Viviani, P.; Soza, A.; Fernandez, J.I.; Raddatz, A.; Guzman, S.; et al. Predictors of nonalcoholic steatohepatitis (NASH) in obese patients undergoing gastric bypass. Obes. Surg. 2005, 15, 1148–1153. [Google Scholar] [CrossRef]
- Chisholm, J.; Seki, Y.; Toouli, J.; Stahl, J.; Collins, J.; Kow, L. Serologic predictors of nonalcoholic steatohepatitis in a population undergoing bariatric surgery. Surg. Obes. Relat. Dis. 2012, 8, 416–422. [Google Scholar] [CrossRef]
- Dixon, J.B.; Bhathal, P.S.; O’Brien, P.E. Nonalcoholic fatty liver disease: Predictors of nonalcoholic steatohepatitis and liver fibrosis in the severely obese. Gastroenterology 2001, 121, 91–100. [Google Scholar] [CrossRef]
- Gobato, A.O.; Vasques, A.C.J.; Yamada, R.M.; Zambon, M.P.; Barros-Filho, A.D.A.; Hessel, G. Biochemical, anthropometric and body composition indicators as predictors of hepatic steatosis in obese adolescents. Rev. Paul. Pediatr. 2014, 32, 230–236. [Google Scholar] [CrossRef]
- Kabir, M.A.; Uddin, M.Z.; Siddiqui, N.I.; Robi, I.H.; Malek, M.S.; Islam, M.S.; Rahman, S.; Hossain, M.S.; Mahapatra, S.K.; Alam, M.J.; et al. Prevalence of Non-Alcoholic Fatty Liver Disease and Its Biochemical Predictors in Patients with Type-2 Diabetes Mellitus. Mymensingh Med. J. 2018, 27, 237–244. [Google Scholar]
- Kim, J.Y.; Cho, J.; Yang, H.R. Biochemical Predictors of Early Onset Non-Alcoholic Fatty Liver Disease in Young Children with Obesity. J. Korean Med. Sci. 2018, 33, e122. [Google Scholar] [CrossRef] [PubMed]
- Li, Y.; Xu, C.; Yu, C.; Xu, L.; Miao, M. Association of serum uric acid level with non-alcoholic fatty liver disease: A cross-sectional study. J. Hepatol. 2009, 50, 1029–1034. [Google Scholar] [CrossRef] [PubMed]
- Licata, A.; Nebbia, M.E.; Cabibbo, G.; Iacono, G.L.; Barbaria, F.; Brucato, V.; Alessi, N.; Porrovecchio, S.; Di Marco, V.; Craxi, A.; et al. Hyperferritinemia is a risk factor for steatosis in chronic liver disease. World J. Gastroenterol. 2009, 15, 2132–2138. [Google Scholar] [CrossRef] [PubMed]
- Lonardo, A.; Loria, P.; Leonardi, F.; Borsatti, A.; Neri, P.; Pulvirenti, M.; Verrone, A.M.; Bagni, A.; Bertolotti, M.; Ganazzi, D.; et al. Fasting insulin and uric acid levels but not indices of iron metabolism are independent predictors of non-alcoholic fatty liver disease. A case-control study. Dig Liver Dis. 2002, 34, 204–211. [Google Scholar] [CrossRef] [PubMed]
- Petta, S.; Camma, C.; Cabibi, D.; Di Marco, V.; Craxi, A. Hyperuricemia is associated with histological liver damage in patients with non-alcoholic fatty liver disease. Aliment. Pharmacol. Ther. 2011, 34, 757–766. [Google Scholar] [CrossRef]
- Praveenraj, P.; Gomes, R.M.; Kumar, S.; Karthikeyan, P.; Shankar, A.; Parthasarathi, R.; Senthilnathan, P.; Rajapandian, S.; Palanivelu, C. Prevalence and Predictors of Non-Alcoholic Fatty Liver Disease in Morbidly Obese South Indian Patients Undergoing Bariatric Surgery. Obes. Surg. 2015, 25, 2078–2087. [Google Scholar] [CrossRef]
- Puljiz, Z.; Stimac, D.; Kovac, D.; Puljiz, M.; Bratanic, A.; Kovacic, V.; Kardum, D.; Bonacin, D.; Hozo, I. Predictors of nonalcoholic steatohepatitis in patients with elevated alanine aminotransferase activity. Coll. Antropol. 2010, 34 (Suppl. S1), 33–37. [Google Scholar]
- Ryu, S.; Chang, Y.; Kim, S.G.; Cho, J.; Guallar, E. Serum uric acid levels predict incident nonalcoholic fatty liver disease in healthy Korean men. Metabolism 2011, 60, 860–866. [Google Scholar] [CrossRef]
- Ulitsky, A.; Ananthakrishnan, A.N.; Komorowski, R.; Wallace, J.; Surapaneni, S.N.; Franco, J.; Saeian, K.; Gawrieh, S. A noninvasive clinical scoring model predicts risk of nonalcoholic steatohepatitis in morbidly obese patients. Obes. Surg. 2010, 20, 685–691. [Google Scholar] [CrossRef]
- Sirota, J.C.; McFann, K.; Targher, G.; Johnson, R.J.; Chonchol, M.; Jalal, D.I. Elevated serum uric acid levels are associated with non-alcoholic fatty liver disease independently of metabolic syndrome features in the United States: Liver ultrasound data from the National Health and Nutrition Examination Survey. Metabolism 2013, 62, 392–399. [Google Scholar] [CrossRef]
- Ali, A.H.; Al Juboori, A.; Petroski, G.F.; Diaz-Arias, A.A.; Syed-Abdul, M.M.; Wheeler, A.A.; Ganga, R.R.; Pitt, J.B.; Spencer, N.M.; Hammoud, G.M.; et al. The Utility and Diagnostic Accuracy of Transient Elastography in Adults with Morbid Obesity: A Prospective Study. J. Clin. Med. 2022, 11, 1201. [Google Scholar] [CrossRef] [PubMed]
- Wai, C.T.; Greenson, J.K.; Fontana, R.J.; Kalbfleisch, J.D.; Marrero, J.A.; Conjeevaram, H.S.; Lok, A.S.-F. A simple noninvasive index can predict both significant fibrosis and cirrhosis in patients with chronic hepatitis C. Hepatology 2003, 38, 518–526. [Google Scholar] [CrossRef]
- Harrison, S.A.; Oliver, D.; Arnold, H.L.; Gogia, S.; Neuschwander-Tetri, B.A. Development and validation of a simple NAFLD clinical scoring system for identifying patients without advanced disease. Gut 2008, 57, 1441–1447. [Google Scholar] [CrossRef] [PubMed]
- McHenry, S.; Park, Y.; Browning, J.D.; Sayuk, G.; Davidson, N.O. Dallas steatosis index identifies patients with nonalcoholic fatty liver disease. Clin. Gastroenterol. Hepatol. 2020, 18, 2073–2080.e2077. [Google Scholar] [CrossRef]
- Newsome, P.N.; Sasso, M.; Deeks, J.J.; Paredes, A.; Boursier, J.; Chan, W.-K.; Yilmaz, Y.; Czernichow, S.; Zheng, M.-H.; Wong, V.W.-S.; et al. FibroScan-AST (FAST) score for the non-invasive identification of patients with non-alcoholic steatohepatitis with significant activity and fibrosis: A prospective derivation and global validation study. Lancet Gastroenterol. Hepatol. 2020, 5, 362–373. [Google Scholar] [CrossRef] [PubMed]
- Vallet-Pichard, A.; Mallet, V.; Nalpas, B.; Verkarre, V.; Nalpas, A.; Dhalluin-Venier, V.; Fontaine, H.; Pol, S. FIB-4: An inexpensive and accurate marker of fibrosis in HCV infection. comparison with liver biopsy and fibrotest. Hepatology 2007, 46, 32–36. [Google Scholar] [CrossRef] [PubMed]
- Long, M.T.; Pedley, A.; Colantonio, L.D.; Massaro, J.M.; Hoffmann, U.; Muntner, P.; Fox, C.S. Development and validation of the Framingham steatosis index to identify persons with hepatic steatosis. Clin. Gastroenterol. Hepatol. 2016, 14, 1172–1180.e1172. [Google Scholar] [CrossRef]
- Lee, J.H.; Kim, D.; Kim, H.J.; Lee, C.-H.; Yang, J.I.; Kim, W.; Kim, Y.J.; Yoon, J.-H.; Cho, S.-H.; Sung, M.-W.; et al. Hepatic steatosis index: A simple screening tool reflecting nonalcoholic fatty liver disease. Dig. Liver Dis. 2010, 42, 503–508. [Google Scholar] [CrossRef]
- Angulo, P.; Hui, J.M.; Marchesini, G.; Bugianesi, E.; George, J.; Farrell, G.C.; Enders, F.; Saksena, S.; Burt, A.D.; Bida, J.P.; et al. The NAFLD fibrosis score: A noninvasive system that identifies liver fibrosis in patients with NAFLD. Hepatology 2007, 45, 846–854. [Google Scholar] [CrossRef]
- Kotronen, A.; Peltonen, M.; Hakkarainen, A.; Sevastianova, K.; Bergholm, R.; Johansson, L.M.; Lundbom, N.; Rissanen, A.; Ridderstraale, M.; Groop, L.; et al. Prediction of non-alcoholic fatty liver disease and liver fat using metabolic and genetic factors. Gastroenterology 2009, 137, 865–872. [Google Scholar] [CrossRef]
- Syed-Abdul, M.M.; Kabir, S.S.; Soni, D.S.; Faber, T.J.; Barnes, J.T.; Timlin, M.T. Role of Nutrition Education in Pharmacy Curriculum-Students’ Perspectives and Attitudes. Pharmacy 2021, 9, 26. [Google Scholar] [CrossRef] [PubMed]
Variables | Rationale |
---|---|
|
|
|
|
|
|
|
|
Calculator Name | Formula |
---|---|
Aspartate Aminotransferase to Platelet Ratio Index (APRI) [74] | APRI = (AST (U/L)/upper limit normal) × 100/platelet 109/L |
BARD Score [75] | BARD = 1 point (if BMI > 28) + 2 points if AST/ALT ratio > 0.8 + 1 point (if diabetic) |
Dallas Steatosis Index (DSI) [76] | DSI = −9.388 + 0.316 (if ≥50 years of age and female) + 2.43 (if known diabetes) + 0.019 × (equals 0 if diabetic; if not diabetic equals the glucose concentration in mg/dL) + 0.288 (if known hypertension) + 0.495 (if Hispanic/Asian/other race/ethnicity) + Ln (triglycerides in mg/dL) + 0.408 (if alanine aminotransferase [ALT] 13.5–19.49 IU/L) + 1.107 (if ALT 19.5–40 IU/L) + 1.515 (if ALT >40 IU/L) + 0.692 (if not black and BMI 25–27.49 kg/m2) + 1.429 (if not black and BMI 27.5–34.9 kg/m2) + 1.933 (if not black and BMI 35–37.49 kg/m2) + 2.643 (if not black and BMI >37.5 kg/m2) − 0.163 (if black and BMI 25–27.49 kg/m2) + 0.882 (if black and BMI 27.5–34.9 kg/m2) + 0.759 (if black and BMI 35–37.49 kg/m2) + 1.806 (if black and BMI >37.5 kg/m2) |
FibroScan-AST (FAST) Score [77] | FAST = (EXP(−1.65 + 1.07 × LN(LSM) + 2.66 × 10−8 × (CAP)3 − 63.3 × (AST U/L)−1))/(1 + EXP(−1.65 + 1.07 × LN(LSM) + 2.66 × 10−8 × (CAP)3 − 63.3 × (AST)−1)) |
Fibrosis index based on the 4-factors (FIB-4) [78] | FIB-4 = [age (years) × AST (U/L)]/[platelet (109/L) × √(ALT (U/L))] |
Framingham Steatosis Index (FSI) [79] | FSI = −7.981 + 0.011 × age (years) − 0.146 × sex (female = 1, male = 0) + 0.173 × BMI (kg/m2) + 0.007 × triglycerides (mg/dL) + 0.593 × hypertension (yes = 1, no = 0) + 0.789 × diabetes (yes = 1, no = 0) + 1.1 × ALT/AST ratio ≥ 1.33 (yes = 1, no = 0) |
Hepatic Steatosis Index (HSI) [80] | HSI = 8 × ALT/AST ratio + BMI + 2 (if DM) + 2 (if female) |
NAFLD Fibrosis Score (FS) [81] | FS = −1.675 + [0.037 × age (years)] + [0.094 × BMI (kg/m2)] + [1.13 × hyperglycemia or diabetes (yes = 1)] + [0.99 × AST/ALT ratio] − [0.013 × platelet (×109/L)] − [0.66 × albumin (g/dL)] |
NAFLD Liver Fat Score (LFS) [82] | LFS = −2.89 + 1.18 × metabolic syndrome (yes = 1/no = 0) + 0.45 × type 2 diabetes (yes = 2/no = 0) + 0.15 × fasting insulin (U/L) + 0.04 × fasting AST (U/L) − 0.94 × AST/ALT |
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2023 by the author. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
Share and Cite
Syed-Abdul, M.M. Expanding Pharmacists’ Role in the Management of Non-Alcoholic Fatty Liver Disease. Pharmacy 2023, 11, 151. https://doi.org/10.3390/pharmacy11050151
Syed-Abdul MM. Expanding Pharmacists’ Role in the Management of Non-Alcoholic Fatty Liver Disease. Pharmacy. 2023; 11(5):151. https://doi.org/10.3390/pharmacy11050151
Chicago/Turabian StyleSyed-Abdul, Majid Mufaqam. 2023. "Expanding Pharmacists’ Role in the Management of Non-Alcoholic Fatty Liver Disease" Pharmacy 11, no. 5: 151. https://doi.org/10.3390/pharmacy11050151
APA StyleSyed-Abdul, M. M. (2023). Expanding Pharmacists’ Role in the Management of Non-Alcoholic Fatty Liver Disease. Pharmacy, 11(5), 151. https://doi.org/10.3390/pharmacy11050151