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

  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • 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
  • Zheng Y, Wagner PD, Singal AG, Hanash SM, Srivastava S, Huang Y, Zhao YQ, Chari ST, Marquez G, Etizioni R, Marsh TL, Feng Z. Designing Rigorous and Efficient Clinical Utility Studies for Early Detection Biomarkers. Cancer epidemiology, biomarkers & prevention : a publication of the American Association for Cancer Research, cosponsored by the American Society of Preventive Oncology. 2024 Sep 3;33(9):1150-1157. PMID: 39223980
  • 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
  • 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
  • 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
  • Singal AG, Yang JD, Parikh ND. Blood-Based Biomarkers for HCC Surveillance: Ready for the Center Stage? The American journal of gastroenterology. 2024 Nov 1;119(11):2147-2150. Epub 2023 Oct 5. PMID: 37795908
  • 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
  • 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
  • Kanzaki H, Katz C, Hoshida Y. Matrisomic characterization of HCC to inform individualized patient management. Hepatology (Baltimore, Md.). 2023 Sep 1;78(3):691-693. Epub 2023 May 11. PMID: 37163234
  • Mendiratta-Lala M, Fetzer D, Kamaya A, Parikh ND, Singal AG. The Future Role of Abdominal US in Hepatocellular Carcinoma Surveillance. Radiology. 2024 May;311(2):e232624. PMID: 38742973