Principal Investigator

Amit
Singal
Awardee Organization

Ut Southwestern Medical Center
United States

Fiscal Year
2023
Activity Code
R01
Early Stage Investigator Grants (ESI)
Not Applicable
Project End Date

Precision Screening for Hepatocellular Carcinoma in Patients with Cirrhosis

The mortality of hepatocellular carcinoma (HCC) is rising, and it is projected to become the 3rd leading cause of cancer death in the U.S. by 2030. Given the association between early tumor detection and improved survival, multiple national professional societies recommend screening using abdominal ultrasound with or without a serum biomarker, alpha fetoprotein (AFP), every 6 months in at-risk individuals, including all patients with cirrhosis. However, most HCC patients are diagnosed at a late stage due to limitations in our current early detection strategy. The strategy of ultrasound and AFP for all cirrhosis patients is inadequate for 3 reasons: 1) It ignores heterogeneity in HCC risk between cirrhosis patients; 2) It ignores the poor accuracy of current screening tests; and 3) It ignores poor reliability of screening test performance between patients. Our proposal’s goal is to develop and evaluate a precision medicine strategy for early HCC detection in patients with cirrhosis that matches the best screening test to individual risk and screening test performance. We will leverage prospective cohort studies among 2000 patients with cirrhosis to evaluate the performance of risk stratification and early detection models incorporating novel biomarkers. Specifically, we propose to: Aim 1: Develop and validate the performance of risk stratification models incorporating a blood-based molecular signature panel to risk stratify cirrhosis patients for developing HCC Aim 2: Characterize and compare the performance of two biomarker-based early HCC detection strategies, the Doylestown Plus and a longitudinal biomarker algorithm, in a diverse cohort of patients with cirrhosis Aim 3: Compare the cost effectiveness, using micro-simulation modeling, of a tailored early detection strategy based on individual HCC risk and expected screening test performance to the current standard strategy of ultrasound and AFP in all patients with cirrhosis Our proposal leverages two prospective cohort studies with 2000 cirrhosis patients, to evaluate novel biomarker-based models for HCC risk stratification and early detection. We use these data to compare the effectiveness of a tailored early detection strategy to the current strategy of ultrasound and AFP for all patients using micro-simulation modeling. Tailoring early HCC detection efforts to individual risk and screening test performance moves beyond the current “one-size-fits-all” strategy and aligns HCC screening with the principles of precision medicine. Our proposed HCC early detection strategy would maximize screening benefits and minimize screening harms for each patient, thereby optimizing HCC screening value in the United States.

Publications

  • Chong N, Schoenberger H, Yekkaluri S, Fetzer DT, Rich NE, Yokoo T, Gopal P, Manwaring C, Quirk L, Singal AG. Association between ultrasound quality and test performance for HCC surveillance in patients with cirrhosis: a retrospective cohort study. Alimentary pharmacology & therapeutics. 2022 Mar;55(6):683-690. Epub 2022 Feb 15. PMID: 35170052
  • Singal AG, Lim JK, Kanwal F. AGA Clinical Practice Update on Interaction Between Oral Direct-Acting Antivirals for Chronic Hepatitis C Infection and Hepatocellular Carcinoma: Expert Review. Gastroenterology. 2019 Jun;156(8):2149-2157. Epub 2019 Mar 13. PMID: 30878469
  • Kolb JM, Chen M, Tavakkoli A, Singal AG, Vajravelu RK, Wani S, SCREEN-BE Study Group, Hochheimer CJ, Tarter W, Gallegos J, O'Hara J, Devireddy S, Golubski B, Chang KJ, Samarasena J, Scott FI, Falk GW. Understanding Compliance, Practice Patterns, and Barriers Among Gastroenterologists and Primary Care Providers Is Crucial for Developing Strategies to Improve Screening for Barrett's Esophagus. Gastroenterology. 2022 May;162(6):1568-1573.e4. Epub 2022 Feb 9. PMID: 35150724
  • Melendez-Torres J, Singal AG. Early detection of hepatocellular carcinoma: roadmap for improvement. Expert review of anticancer therapy. 2022 Jun;22(6):621-632. Epub 2022 May 10. PMID: 35514249
  • Chen VL, Singal AG, Tapper EB, Parikh ND. Hepatocellular carcinoma surveillance, early detection and survival in a privately insured US cohort. Liver international : official journal of the International Association for the Study of the Liver. 2020 Apr;40(4):947-955. Epub 2020 Jan 26. PMID: 31943689
  • Tzartzeva K, Obi J, Rich NE, Parikh ND, Marrero JA, Yopp A, Waljee AK, Singal AG. Surveillance Imaging and Alpha Fetoprotein for Early Detection of Hepatocellular Carcinoma in Patients With Cirrhosis: A Meta-analysis. Gastroenterology. 2018 May;154(6):1706-1718.e1. Epub 2018 Feb 6. PMID: 29425931
  • Rich NE, Singal AG. Overdiagnosis of hepatocellular carcinoma: Prevented by guidelines? Hepatology (Baltimore, Md.). 2022 Mar;75(3):740-753. Epub 2022 Jan 18. PMID: 34923659
  • Parikh ND, Singal AG, Hutton DW, Tapper EB. Cost-Effectiveness of Hepatocellular Carcinoma Surveillance: An Assessment of Benefits and Harms. The American journal of gastroenterology. 2020 Oct;115(10):1642-1649. PMID: 32530829
  • Rich NE, Hester C, Odewole M, Murphy CC, Parikh ND, Marrero JA, Yopp AC, Singal AG. Racial and Ethnic Differences in Presentation and Outcomes of Hepatocellular Carcinoma. Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association. 2019 Feb;17(3):551-559.e1. Epub 2018 May 31. PMID: 29859983
  • Rich NE, Singal AG. Reply. Gastroenterology. 2018 Oct;155(4):1275-1276. Epub 2018 Sep 17. PMID: 30236560
  • Singal AG, Hoshida Y, Pinato DJ, Marrero J, Nault JC, Paradis V, Tayob N, Sherman M, Lim YS, Feng Z, Lok AS, Rinaudo JA, Srivastava S, Llovet JM, Villanueva A. International Liver Cancer Association (ILCA) White Paper on Biomarker Development for Hepatocellular Carcinoma. Gastroenterology. 2021 Jun;160(7):2572-2584. Epub 2021 Mar 9. PMID: 33705745
  • Singal AG, Parikh ND, Hoshida Y. Precision HCC Surveillance: It Is All in the Number (Needed). Digestive diseases and sciences. 2023 Mar;68(3):720-722. Epub 2022 Oct 27. PMID: 36302995
  • Kanwal F, Singal AG. Surveillance for Hepatocellular Carcinoma: Current Best Practice and Future Direction. Gastroenterology. 2019 Jul;157(1):54-64. Epub 2019 Apr 12. PMID: 30986389
  • Lim J, Singal AG. Surveillance and Diagnosis of Hepatocellular Carcinoma. Clinical liver disease. 2019 Jan;13(1):2-5. Epub 2019 Feb 21. PMID: 30911378
  • Nathani P, Gopal P, Rich N, Yopp A, Yokoo T, John B, Marrero J, Parikh N, Singal AG. Hepatocellular carcinoma tumour volume doubling time: a systematic review and meta-analysis. Gut. 2021 Feb;70(2):401-407. Epub 2020 May 12. PMID: 32398224
  • Wang M, Singal AG, Parikh N, Kono Y, Marrero J, Mehta A. A Biomarker Panel Based upon AFP, Fucosylated Kininogen and PEG-Precipitated IgG Is Highly Accurate for the Early Detection Hepatocellular Carcinoma in Patients with Cirrhosis in Phase II and Phase III Biomarker Evaluation. Cancers. 2022 Dec 2;14. (23). PMID: 36497452
  • Vajravelu RK, Kolb JM, Thanawala SU, Scott FI, Han S, Singal AG, Falk GW, Katzka DA, Wani S. Characterization of Prevalent, Post-Endoscopy, and Incident Esophageal Cancer in the United States: A Large Retrospective Cohort Study. Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association. 2022 Aug;20(8):1739-1747. Epub 2021 Feb 5. PMID: 33549872
  • Parikh ND, Tayob N, Al-Jarrah T, Kramer J, Melcher J, Smith D, Marquardt P, Liu PH, Tang R, Kanwal F, Singal AG. Barriers to Surveillance for Hepatocellular Carcinoma in a Multicenter Cohort. JAMA network open. 2022 Jul 1;5(7):e2223504. PMID: 35867057
  • Jan J, Osho A, Murphy CC, Mazure CM, Singal AG, Rich NE. Gender, Age, Racial and Ethnic Disparities in Clinical Trial Enrollment for Primary Liver Cancer. Gastroenterology. 2022 Jul;163(1):14-20.e2. Epub 2022 Mar 12. PMID: 35288115
  • Singal AG, Tayob N, Mehta A, Marrero JA, El-Serag H, Jin Q, Saenz de Viteri C, Fobar A, Parikh ND. GALAD demonstrates high sensitivity for HCC surveillance in a cohort of patients with cirrhosis. Hepatology (Baltimore, Md.). 2022 Mar;75(3):541-549. Epub 2021 Dec 17. PMID: 34618932
  • Serper M, Parikh ND, Thiele G, Ovchinsky N, Mehta S, Kuo A, Ho C, Kanwal F, Volk M, Asrani SK, Ghabril MS, Lake JR, Merriman RB, Morgan TR, Tapper EB. Patient-reported outcomes in HCC: A scoping review by the Practice Metrics Committee of the American Association for the Study of Liver Diseases. Hepatology (Baltimore, Md.). 2022 Jul;76(1):251-274. Epub 2022 Jan 22. PMID: 34990516
  • Singal AG, Lampertico P, Nahon P. Epidemiology and surveillance for hepatocellular carcinoma: New trends. Journal of hepatology. 2020 Feb;72(2):250-261. PMID: 31954490
  • Singal AG, Lok AS, Feng Z, Kanwal F, Parikh ND. Conceptual Model for the Hepatocellular Carcinoma Screening Continuum: Current Status and Research Agenda. Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association. 2022 Jan;20(1):9-18. Epub 2020 Sep 19. PMID: 32961340
  • Rich NE, Parvathaneni A, Sen A, Odewole M, Arroyo A, Mufti AR, Kerr TA, Grant L, Tujios SR, Mayo MJ, Lee WM, Yang JD, Yokoo T, Gopal P, Hoshida Y, Zhu H, Yopp AC, Marrero JA, Singal AG. High Neutrophil-Lymphocyte Ratio and Delta Neutrophil-Lymphocyte Ratio Are Associated with Increased Mortality in Patients with Hepatocellular Cancer. Digestive diseases and sciences. 2022 Jun;67(6):2666-2676. Epub 2021 May 3. PMID: 33939138
  • Singal AG, Yang JD, Parikh ND. Blood-Based Biomarkers for HCC Surveillance: Ready for the Center Stage? The American journal of gastroenterology. 2023 Oct 27. Epub 2023 Oct 27. PMID: 37795908
  • Parikh ND, Tayob N, Singal AG. Blood-based biomarkers for hepatocellular carcinoma screening: Approaching the end of the ultrasound era? Journal of hepatology. 2023 Jan;78(1):207-216. Epub 2022 Sep 8. PMID: 36089157
  • Parikh ND, Mehta AS, Singal AG, Block T, Marrero JA, Lok AS. Biomarkers for the Early Detection of Hepatocellular Carcinoma. Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology. 2020 Dec;29(12):2495-2503. Epub 2020 Apr 1. PMID: 32238405
  • Singal AG, Zhang E, Narasimman M, Rich NE, Waljee AK, Hoshida Y, Yang JD, Reig M, Cabibbo G, Nahon P, Parikh ND, Marrero JA. HCC surveillance improves early detection, curative treatment receipt, and survival in patients with cirrhosis: A meta-analysis. Journal of hepatology. 2022 Jul;77(1):128-139. Epub 2022 Feb 6. PMID: 35139400
  • Singal AG, Parikh ND, Murphy CC. Reply. Gastroenterology. 2020 May;158(6):1844. Epub 2020 Feb 18. PMID: 32084426
  • Simmons OL, Feng Y, Parikh ND, Singal AG. Primary Care Provider Practice Patterns and Barriers to Hepatocellular Carcinoma Surveillance. Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association. 2019 Mar;17(4):766-773. Epub 2018 Jul 26. PMID: 30056183
  • Singal AG. Reply. Gastroenterology. 2019 Sep;157(3):901-902. Epub 2019 Jul 12. PMID: 31306633
  • Fujiwara N, Kobayashi M, Fobar AJ, Hoshida A, Marquez CA, Koneru B, Panda G, Taguri M, Qian T, Raman I, Li QZ, Hoshida H, Sezaki H, Kumada H, Tateishi R, Yokoo T, Yopp AC, Chung RT, Fuchs BC, Baumert TF, Marrero JA, Parikh ND, Zhu S, Singal AG, Hoshida Y. A blood-based prognostic liver secretome signature and long-term hepatocellular carcinoma risk in advanced liver fibrosis. Med (New York, N.Y.). 2021 Jul 9;2(7):836-850.e10. Epub 2021 Apr 21. PMID: 34318286
  • Lee YT, Fujiwara N, Yang JD, Hoshida Y. Risk stratification and early detection biomarkers for precision HCC screening. Hepatology (Baltimore, Md.). 2023 Jul 1;78(1):319-362. Epub 2022 Oct 11. PMID: 36082510
  • Singal AG, Reig M, Villanueva A. Emerging Tools for Hepatocellular Carcinoma Surveillance. The American journal of gastroenterology. 2022 Dec 1;117(12):1948-1951. Epub 2022 Sep 16. PMID: 36114768
  • Saraiya N, Yopp AC, Rich NE, Odewole M, Parikh ND, Singal AG. Systematic review with meta-analysis: recurrence of hepatocellular carcinoma following direct-acting antiviral therapy. Alimentary pharmacology & therapeutics. 2018 Jul;48(2):127-137. Epub 2018 May 30. PMID: 29851093
  • Fujiwara N, Kubota N, Zhu S, Nakagawa S, Baba H, Hoshida Y. Disseminative Recurrence Signature for Hepatocellular Carcinoma From Nonalcoholic Fatty Liver Disease. Gastro hep advances. 2023;2(5):681-683. Epub 2023 Mar 20. PMID: 37621719
  • Schoenberger H, Chong N, Fetzer DT, Rich NE, Yokoo T, Khatri G, Olivares J, Parikh ND, Yopp AC, Marrero JA, Singal AG. Dynamic Changes in Ultrasound Quality for Hepatocellular Carcinoma Screening in Patients With Cirrhosis. Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association. 2022 Jul;20(7):1561-1569.e4. Epub 2021 Jun 10. PMID: 34119640
  • Rich NE, Yang JD, Perumalswami PV, Alkhouri N, Jackson W, Parikh ND, Mehta N, Salgia R, Duarte-Rojo A, Kulik L, Rakoski M, Said A, Oloruntoba O, Ioannou GN, Hoteit MA, Moon AM, Rangnekar AS, Eswaran SL, Zheng E, Jou JH, Hanje J, Pillai A, Hernaez R, Wong R, Scaglione S, Samant H, Kapuria D, Chandna S, Rosenblatt R, Ajmera V, Frenette CT, Satapathy SK, Mantry P, Jalal P, John BV, Fix OK, Leise M, Lindenmeyer CC, Flores A, Patel N, Jiang ZG, Latt N, Dhanasekaran R, Odewole M, Kagan S, Marrero JA, Singal AG. Provider Attitudes and Practice Patterns for Direct-Acting Antiviral Therapy for Patients With Hepatocellular Carcinoma. Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association. 2020 Apr;18(4):974-983. Epub 2019 Jul 26. PMID: 31357028
  • Singal AG, Tayob N, Mehta A, Marrero JA, Jin Q, Lau J, Parikh ND. Doylestown Plus and GALAD Demonstrate High Sensitivity for HCC Detection in Patients With Cirrhosis. Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association. 2022 Apr;20(4):953-955.e2. Epub 2021 Apr 20. PMID: 33864933
  • Yang JD, Luu M, Singal AG, Noureddin M, Kuo A, Ayoub WS, Sundaram V, Kotler H, Kim IK, Todo T, Voidonikolas G, Brennan TV, Kosari K, Klein AS, Hendifar A, Lu SC, Nissen NN, Gong J. Factors Associated With Detection and Survival of T1 Hepatocellular Carcinoma in the United States: National Cancer Database Analysis. Journal of the National Comprehensive Cancer Network : JNCCN. 2020 Sep;18(9):1210-1220. PMID: 32886898
  • Singal AG, Parikh ND. Reply. Hepatology (Baltimore, Md.). 2022 Aug;76(2):E40-E41. Epub 2022 Apr 24. PMID: 35302647
  • Singal AG, Rich NE, Mehta N, Branch A, Pillai A, Hoteit M, Volk M, Odewole M, Scaglione S, Guy J, Said A, Feld JJ, John BV, Frenette C, Mantry P, Rangnekar AS, Oloruntoba O, Leise M, Jou JH, Bhamidimarri KR, Kulik L, Tran T, Samant H, Dhanasekaran R, Duarte-Rojo A, Salgia R, Eswaran S, Jalal P, Flores A, Satapathy SK, Wong R, Huang A, Misra S, Schwartz M, Mitrani R, Nakka S, Noureddine W, Ho C, Konjeti VR, Dao A, Nelson K, Delarosa K, Rahim U, Mavuram M, Xie JJ, Murphy CC, Parikh ND. Direct-Acting Antiviral Therapy Not Associated With Recurrence of Hepatocellular Carcinoma in a Multicenter North American Cohort Study. Gastroenterology. 2019 May;156(6):1683-1692.e1. Epub 2019 Jan 18. PMID: 30660729
  • Konerman MA, Verma A, Zhao B, Singal AG, Lok AS, Parikh ND. Frequency and Outcomes of Abnormal Imaging in Patients With Cirrhosis Enrolled in a Hepatocellular Carcinoma Surveillance Program. Liver transplantation : official publication of the American Association for the Study of Liver Diseases and the International Liver Transplantation Society. 2019 Mar;25(3):369-379. PMID: 30582779
  • Sanchez JI, Jiao J, Kwan SY, Veillon L, Warmoes MO, Tan L, Odewole M, Rich NE, Wei P, Lorenzi PL, Singal AG, Beretta L. Lipidomic Profiles of Plasma Exosomes Identify Candidate Biomarkers for Early Detection of Hepatocellular Carcinoma in Patients with Cirrhosis. Cancer prevention research (Philadelphia, Pa.). 2021 Oct;14(10):955-962. Epub 2021 Jul 12. PMID: 34253566
  • Rich NE, Phen S, Desai N, Mittal S, Yopp AC, Yang JD, Marrero JA, Iyengar P, Infante RE, Singal AG. Cachexia is Prevalent in Patients With Hepatocellular Carcinoma and Associated With Worse Prognosis. Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association. 2022 May;20(5):e1157-e1169. Epub 2021 Sep 20. PMID: 34555519
  • Fujiwara N, Fobar AJ, Raman I, Li QZ, Marrero JA, Parikh ND, Singal AG, Hoshida Y. A Blood-Based Prognostic Liver Secretome Signature Predicts Long-term Risk of Hepatic Decompensation in Cirrhosis. Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association. 2022 May;20(5):e1188-e1191. Epub 2021 Mar 13. PMID: 33727162
  • Osho A, Rich NE, Singal AG. Role of imaging in management of hepatocellular carcinoma: surveillance, diagnosis, and treatment response. Hepatoma research. 2020;6. Epub 2020 Aug 27. PMID: 32944652
  • Dhanasekaran R, Suzuki H, Lemaitre L, Kubota N, Hoshida Y. Molecular and immune landscape of hepatocellular carcinoma to guide therapeutic decision-making. Hepatology (Baltimore, Md.). 2023 Jun 12. Epub 2023 Jun 12. PMID: 37300379
  • Singal AG, Sanduzzi-Zamparelli M, Nahon P, Ronot M, Hoshida Y, Rich N, Reig M, Vilgrain V, Marrero J, Llovet JM, Parikh ND, Villanueva A. International Liver Cancer Association (ILCA) white paper on hepatocellular carcinoma risk stratification and surveillance. Journal of hepatology. 2023 Jul;79(1):226-239. Epub 2023 Feb 26. PMID: 36854345
  • Singal AG, Ioannou GN. For Whom is Hepatocellular Carcinoma Surveillance After Sustained Virologic Response Cost-Effective? Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association. 2019 Aug;17(9):1732-1735. Epub 2019 Feb 14. PMID: 30772587
  • Rich NE, Murphy CC, Yopp AC, Tiro J, Marrero JA, Singal AG. Sex disparities in presentation and prognosis of 1110 patients with hepatocellular carcinoma. Alimentary pharmacology & therapeutics. 2020 Aug;52(4):701-709. Epub 2020 Jun 29. PMID: 32598091
  • Singal AG, Chen Y, Sridhar S, Mittal V, Fullington H, Shaik M, Waljee AK, Tiro J. Novel Application of Predictive Modeling: A Tailored Approach to Promoting HCC Surveillance in Patients With Cirrhosis. Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association. 2022 Aug;20(8):1795-1802.e2. Epub 2021 Mar 2. PMID: 33662594
  • Chen VL, Parikh ND. Author response to Letter to the Editor: 'Chronological change in alpha-foetoprotein levels in hepatocellular carcinoma after eradication of hepatitis C virus'. Liver international : official journal of the International Association for the Study of the Liver. 2020 Sep;40(9):2307. Epub 2020 Aug 1. PMID: 32687626
  • Singal AG, Rich NE, Mehta N, Branch AD, Pillai A, Hoteit M, Volk M, Odewole M, Scaglione S, Guy J, Said A, Feld JJ, John BV, Frenette C, Mantry P, Rangnekar AS, Oloruntoba O, Leise M, Jou JH, Bhamidimarri KR, Kulik L, Ioannou GN, Huang A, Tran T, Samant H, Dhanasekaran R, Duarte-Rojo A, Salgia R, Eswaran S, Jalal P, Flores A, Satapathy SK, Kagan S, Gopal P, Wong R, Parikh ND, Murphy CC. Direct-Acting Antiviral Therapy for Hepatitis C Virus Infection Is Associated With Increased Survival in Patients With a History of Hepatocellular Carcinoma. Gastroenterology. 2019 Nov;157(5):1253-1263.e2. Epub 2019 Jul 30. PMID: 31374215
  • Petrasek J, Singal AG, Rich NE. Harms of hepatocellular carcinoma surveillance. Current hepatology reports. 2019 Dec;18(4):383-389. Epub 2019 Oct 15. PMID: 33214987
  • Singal AG, Schoenberger H, Fetzer D. Reply. Clinical gastroenterology and hepatology : the official clinical practice journal of the American Gastroenterological Association. 2022 Jul;20(7):1618-1619. Epub 2021 Aug 16. PMID: 34411711
  • Fujiwara N, Kubota N, Crouchet E, Koneru B, Marquez CA, Jajoriya AK, Panda G, Qian T, Zhu S, Goossens N, Wang X, Liang S, Zhong Z, Lewis S, Taouli B, Schwartz ME, Fiel MI, Singal AG, Marrero JA, Fobar AJ, Parikh ND, Raman I, Li QZ, Taguri M, Ono A, Aikata H, Nakahara T, Nakagawa H, Matsushita Y, Tateishi R, Koike K, Kobayashi M, Higashi T, Nakagawa S, Yamashita YI, Beppu T, Baba H, Kumada H, Chayama K, Baumert TF, Hoshida Y. Molecular signatures of long-term hepatocellular carcinoma risk in nonalcoholic fatty liver disease. Science translational medicine. 2022 Jun 22;14(650):eabo4474. Epub 2022 Jun 22. PMID: 35731891