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Sanchez JI, Fontillas AC, Kwan SY, Sanchez CI, Calderone TL, Lee JL, Elsaiey A, Cleere DW, Wei P, Vierling JM, Victor DW, Beretta L. Metabolomics biomarkers of hepatocellular carcinoma in a prospective cohort of patients with cirrhosis. JHEP Rep 2024; 6:101119. [PMID: 39139459 PMCID: PMC11321296 DOI: 10.1016/j.jhepr.2024.101119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Revised: 05/01/2024] [Accepted: 05/08/2024] [Indexed: 08/15/2024] Open
Abstract
Background & Aims The effectiveness of surveillance for hepatocellular carcinoma (HCC) in patients with cirrhosis is limited, due to inadequate risk stratification and suboptimal performance of current screening modalities. Methods We developed a multicenter prospective cohort of patients with cirrhosis undergoing surveillance with MRI and applied global untargeted metabolomics to 612 longitudinal serum samples from 203 patients. Among them, 37 developed HCC during follow-up. Results We identified 150 metabolites with significant abundance changes in samples collected prior to HCC (Cases) compared to samples from patients who did not develop HCC (Controls). Tauro-conjugated bile acids and gamma-glutamyl amino acids were increased, while acyl-cholines and deoxycholate derivatives were decreased. Seven amino acids including serine and alanine had strong associations with HCC risk, while strong protective effects were observed for N-acetylglycine and glycerophosphorylcholine. Machine learning using the 150 metabolites, age, gender, and PNPLA3 and TMS6SF2 single nucleotide polymorphisms, identified 15 variables giving optimal performance. Among them, N-acetylglycine had the highest AUC in discriminating Cases and Controls. When restricting Cases to samples collected within 1 year prior to HCC (Cases-12M), additional metabolites including microbiota-derived metabolites were identified. The combination of the top six variables identified by machine learning (alpha-fetoprotein, 6-bromotryptophan, N-acetylglycine, salicyluric glucuronide, testosterone sulfate and age) had good performance in discriminating Cases-12M from Controls (AUC 0.88, 95% CI 0.83-0.93). Finally, 23 metabolites distinguished Cases with LI-RADS-3 lesions from Controls with LI-RADS-3 lesions, with reduced abundance of acyl-cholines and glycerophosphorylcholine-related lysophospholipids in Cases. Conclusions This study identified N-acetylglycine, amino acids, bile acids and choline-derived metabolites as biomarkers of HCC risk, and microbiota-derived metabolites as contributors to HCC development. Impact and implications The effectiveness of surveillance for hepatocellular carcinoma (HCC) in patients with cirrhosis is limited. There is an urgent need for improvement in risk stratification and new screening modalities, particularly blood biomarkers. Longitudinal collection of paired blood samples and MRI images from patients with cirrhosis is particularly valuable in assessing how early blood and imaging markers become positive during the period when lesions are observed to obtain a diagnosis of HCC. We generated a multicenter prospective cohort of patients with cirrhosis under surveillance with contrast MRI, applied untargeted metabolomics on 612 serum samples from 203 patients and identified metabolites associated with risk of HCC development. Such biomarkers may significantly improve early-stage HCC detection for patients with cirrhosis undergoing HCC surveillance, a critical step to increasing curative treatment opportunities and reducing mortality.
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Affiliation(s)
- Jessica I. Sanchez
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Antoine C. Fontillas
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Suet-Ying Kwan
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Caren I. Sanchez
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Tiffany L. Calderone
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Jana L. Lee
- Margaret M. and Albert B. Alkek Department of Medicine, Section of Gastroenterology and Hepatology, Baylor College of Medicine, Houston, TX, USA
| | - Ahmed Elsaiey
- Department of Gastroenterology, Houston Methodist Hospital, Houston, TX, USA
| | - Darrel W. Cleere
- Department of Gastroenterology, Houston Methodist Hospital, Houston, TX, USA
| | - Peng Wei
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - John M. Vierling
- Margaret M. and Albert B. Alkek Department of Medicine, Section of Gastroenterology and Hepatology, Baylor College of Medicine, Houston, TX, USA
| | - David W. Victor
- Department of Gastroenterology, Houston Methodist Hospital, Houston, TX, USA
| | - Laura Beretta
- Department of Molecular and Cellular Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
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Danpanichkul P, Chen VL, Chaiyakunapruk N, Auttapracha T, Kongarin S, Ng CH, Duangsonk K, Muthiah MD, Sukphutanan B, Sim B, Huang DQ, Seko Y, Lee BP, Takahashi H, Noureddin M, Lazarus JV, Díaz LA, Arab JP, Mellinger JL, Liangpunsakul S, Wijarnpreecha K. Socio-economic association of alcohol use disorder and cardiovascular and alcohol-associated liver disease from 2010 to 2019. Aliment Pharmacol Ther 2024; 60:340-349. [PMID: 38808961 DOI: 10.1111/apt.18095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Revised: 04/23/2024] [Accepted: 05/20/2024] [Indexed: 05/30/2024]
Abstract
BACKGROUNDS AND AIMS Alcohol use leads to disabilities and deaths worldwide. It not only harms the liver but also causes alcohol use disorder (AUD) and heart disease. Additionally, alcohol consumption contributes to health disparities among different socio-economic groups. METHODS We estimated global and regional trends in the burden of AUD, liver disease, and cardiovascular disease from alcohol using the methodology of the Global Burden of Disease study. RESULTS In 2019, the highest disability-adjusted life years rate per 100,000 population was due to AUD (207.31 [95% Uncertainty interval (UI) 163.71-261.66]), followed by alcohol-associated liver disease (ALD) (133.31 [95% UI 112.68-156.17]). The prevalence rate decreased for AUD (APC [annual percentage change] -0.38%) and alcohol-induced cardiomyopathy (APC -1.85%) but increased for ALD (APC 0.44%) and liver cancer (APC 0.53%). Although the mortality rate for liver cancer from alcohol increased (APC 0.30%), mortality rates from other diseases decreased. Between 2010 and 2019, the burden of alcohol-associated complications increased in countries with low and low-middle sociodemographic index (SDI), contributing more significantly to the global burden. CONCLUSION The global burden of AUD, liver, and cardiovascular disease has been high and increasing over the past decade, particularly for liver complications. Lower SDI countries are contributing more to this global burden. There is a pressing need for effective strategies to address this escalating burden.
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Affiliation(s)
- Pojsakorn Danpanichkul
- Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, Texas, USA
- Immunology Unit, Department of Microbiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Vincent L Chen
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan Health System, Ann Arbor, Michigan, USA
| | - Nathorn Chaiyakunapruk
- Department of Pharmacotherapy, College of Pharmacy, University of Utah, Salt Lake City, Utah, USA
- IDEAS Center, Veterans Affairs Salt Lake City Healthcare System, Salt Lake City, Utah, USA
| | | | | | - Cheng Han Ng
- Division of Gastroenterology, Department of Medicine, Kurume University School of Medicine, Kurume, Japan
| | - Kwanjit Duangsonk
- Department of Microbiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Mark D Muthiah
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore
| | | | - Benedix Sim
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore
| | - Daniel Q Huang
- Division of Gastroenterology and Hepatology, Department of Medicine, National University Health System, Singapore
- MASLD Research Center, Division of Gastroenterology, University of California at San Diego, San Diego, California, USA
| | - Yuya Seko
- Department of Gastroenterology and Hepatology, Kyoto Prefectural University of Medicine, Kawaramachi-Hirokoji, Kyoto, Japan
| | - Brian P Lee
- Division of Gastroenterology and Liver Diseases, University of Southern California, Los Angeles, California, USA
| | - Hirokazu Takahashi
- Division of Metabolism and Endocrinology, Faculty of Medicine, Saga University, Saga, Japan
| | - Mazen Noureddin
- Houston Research Institute and Houston Methodist Hospital, Houston, Texas, USA
| | - Jeffrey V Lazarus
- CUNY Graduate School of Public Health and Health Policy (CUNY SPH), New York, New York, USA
- Faculty of Medicine and Health Sciences, University of Barcelona, Barcelona, Spain
- Barcelona Institute for Global Health (ISGlobal), Hospital Clínic, University of Barcelona, Barcelona, Spain
- The Global NASH Council, Washington, DC, USA
| | - Luis Antonio Díaz
- MASLD Research Center, Division of Gastroenterology, University of California at San Diego, San Diego, California, USA
- The Global NASH Council, Washington, DC, USA
- Departamento de Gastroenterologia, Escuela de Medicina, Pontificia Universidad Catolica de Chile, Santiago, Chile
- Observatorio Multicéntrico de Enfermedades Gastrointestinales, OMEGA, Santiago, Chile
| | - Juan Pablo Arab
- Departamento de Gastroenterologia, Escuela de Medicina, Pontificia Universidad Catolica de Chile, Santiago, Chile
- Observatorio Multicéntrico de Enfermedades Gastrointestinales, OMEGA, Santiago, Chile
- Division of Gastroenterology, Department of Medicine, Schulich School of Medicine, Western University & London Health Sciences Centre, London, Ontario, Canada
- Department of Epidemiology and Biostatistics, Schulich School of Medicine, Western University, London, Ontario, Canada
| | - Jessica Leigh Mellinger
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, University of Michigan Health System, Ann Arbor, Michigan, USA
| | - Suthat Liangpunsakul
- Division of Gastroenterology and Hepatology, Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA
- Department of Biochemistry and Molecular Biology, Indiana University School of Medicine, Indianapolis, Indiana, USA
- Roudebush Veterans Administration Medical Center, Indianapolis, Indiana, USA
| | - Karn Wijarnpreecha
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Arizona College of Medicine, Phoenix, Arizona, USA
- Division of Gastroenterology and Hepatology, Department of Internal Medicine, Banner University Medical Center, Phoenix, Arizona, USA
- BIO5 Institute, University of Arizona College of Medicine-Phoenix, Phoenix, Arizona, USA
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Arnett A, Siegel DA, Dai S, Thompson TD, Foster J, di Pierro EJ, Momin B, Lupo PJ, Heczey A. Incidence and survival of pediatric and adult hepatocellular carcinoma, United States, 2001-2020. Cancer Epidemiol 2024; 92:102610. [PMID: 38986355 DOI: 10.1016/j.canep.2024.102610] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 07/01/2024] [Accepted: 07/02/2024] [Indexed: 07/12/2024]
Abstract
BACKGROUND Hepatocellular carcinoma accounts for approximately 80 % of liver neoplasms. Globally, hepatocellular carcinoma ranks as the third most lethal cancer, with the number of deaths expected to further increase by 2040. In adults, disparities in incidence and survival are well described while pediatric epidemiology is not well characterized. We describe incidence and survival for pediatric (ages 0-19 years) hepatocellular carcinoma cases and compare these measures to adults (ages ≥ 20 years) diagnosed with hepatocellular carcinoma. METHODS We assessed incidence data from the US Cancer Statistics database during 2003-2020 and 5-year survival from the National Program of Cancer Registries during 2001-2019. Incidence trends were determined by annual percent change (APC) and average APC (AAPC) using joinpoint regression. Five-year survival was evaluated by relative survival, and all-cause survival was estimated using multivariate Cox modeling. Corresponding 95 % confidence intervals (CI) were calculated for all analyses. RESULTS Incidence rate per 100,000 persons was 0.056 (95 %CI:0.052-0.060) for pediatric cases and 7.793 (7.767-7.819) for adults. Incidence was stable in the pediatric population (0.3 AAPC, - 1.1 to 1.7). In contrast, after periods of increase, incidence declined in adults after 2015 (-1.5 APC). Relative survival increased over time for both pediatric and adult ages and was higher for children and adolescents (46.4 %, 95 %CI:42.4-50.3) than adults (20.7 %, 95 %CI:20.5-20.9). Regression modeling showed that non-Hispanic Black race and ethnicity was associated with higher risk of death in children and adolescents (1.48, 95 %CI:1.07-2.05) and adults (1.11, 95 %CI:1.09-1.12) compared to non-Hispanic white race and ethnicity. CONCLUSIONS Between 2003 and 2020 in the United States, pediatric incidence was stable while incidence in adults began to decline after 2015. Survival was higher across all stages for children and adolescents compared to adults. Non-Hispanic Black race and ethnicity showed a higher risk of death for both age groups. Further studies could explore the factors that influence these outcome disparities.
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Affiliation(s)
- Azlann Arnett
- Cancer and Hematology Centers, Texas Children's Hospital, Houston, TX, United States; Division of Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
| | - David A Siegel
- Division of Cancer Prevention and Control, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Shifan Dai
- Cyberdata Technologies, Inc., Herndon, VA, United States
| | - Trevor D Thompson
- Division of Cancer Prevention and Control, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Jennifer Foster
- Cancer and Hematology Centers, Texas Children's Hospital, Houston, TX, United States; Division of Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
| | - Erika J di Pierro
- Cancer and Hematology Centers, Texas Children's Hospital, Houston, TX, United States; Division of Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
| | - Behnoosh Momin
- Division of Cancer Prevention and Control, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, GA, United States
| | - Philip J Lupo
- Cancer and Hematology Centers, Texas Children's Hospital, Houston, TX, United States; Center for Epidemiology and Population Health, Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States; Division of Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States
| | - Andras Heczey
- Cancer and Hematology Centers, Texas Children's Hospital, Houston, TX, United States; Division of Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, TX, United States.
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Liang J, Lee YT, Yeo YH, Luu M, Ayoub W, Kuo A, Trivedi H, Vipani A, Gaddam S, Kim H, Wang Y, Rich N, Kosari K, Nissen N, Parikh N, Singal AG, Yang JD. Impact of the Early COVID-19 Pandemic on Incidence and Outcomes of Hepatocellular Carcinoma in the United States. Clin Transl Gastroenterol 2024; 15:e00723. [PMID: 38829967 PMCID: PMC11272354 DOI: 10.14309/ctg.0000000000000723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2024] [Accepted: 05/14/2024] [Indexed: 06/05/2024] Open
Abstract
INTRODUCTION Access to hepatocellular carcinoma (HCC) surveillance and treatments were disrupted during the coronavirus disease 2019 (COVID-19) pandemic. We aimed to characterize the impact of the pandemic on HCC incidence and mortality rates, treatment, and outcomes in the United States. METHODS Two nationwide databases, the United States Cancer Statistics and the National Vital Statistics System, were used to investigate HCC incidence and mortality between 2001 and 2020. Trends in age-adjusted incidence rate (aIR) and adjusted mortality rate (aMR) were assessed using joinpoint analysis. The 2020 aIR and aMR were projected based on the prepandemic data and compared with actual values to assess the extent of underdiagnosis. We assessed differences in HCC characteristics, treatment, and overall survival between 2020 and 2018-2019. RESULTS The aIR of HCC in 2020 was significantly reduced compared with 2019 (5.22 vs 6.03/100K person-years [PY]), representing a 12.2% decrease compared with the predicted aIR in 2020 (5.94/100K PY). The greatest extent of underdiagnosis was observed in Black (-14.87%) and Hispanic (-14.51%) individuals and those with localized HCC (-15.12%). Individuals staged as regional or distant HCC were also less likely to receive treatment in 2020. However, there was no significant difference in short-term overall survival in 2020 compared with 2018-2019, with HCC mortality rates remaining stable (aMR: 2.76 vs 2.73/100K PY in 2020 vs 2019). DISCUSSION The COVID-19 pandemic resulted in underdiagnosis of HCC, particularly early stage disease and racial ethnic minorities, and underuse of HCC-directed treatment. Longer follow-up is needed to determine the impact of the COVID-19 pandemic on HCC-related mortality.
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Affiliation(s)
- Jeff Liang
- Division of Internal Medicine, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Yi-Te Lee
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Yee Hui Yeo
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Michael Luu
- Biostatistics and Bioinformatics Research Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Walid Ayoub
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Alexander Kuo
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Hirsh Trivedi
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Aarshi Vipani
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Srinivas Gaddam
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Hyunseok Kim
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Yun Wang
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Nicole Rich
- Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Kambiz Kosari
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Nicholas Nissen
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Department of Surgery, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Neehar Parikh
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Michigan, Ann Arbor, Michigan, USA
| | - Amit G. Singal
- Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas, USA
- Department of Population & Data Sciences, University of Texas Southwestern Medical Center, Dallas, Texas, USA
| | - Ju Dong Yang
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
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Desai R, Jiang Y, VanWagner LB, Singal AG, Lieber SR. Financial burden in a US cohort of patients with HCC. Hepatol Commun 2024; 8:e0453. [PMID: 38829203 PMCID: PMC11150032 DOI: 10.1097/hc9.0000000000000453] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2024] [Accepted: 04/03/2024] [Indexed: 06/05/2024] Open
Abstract
BACKGROUND High financial burden for patients has been reported for multiple types of cancer, but there are limited data in those with HCC. We aimed to describe the financial burden for patients diagnosed with HCC and identify correlates of high financial burden. METHODS We used the IQVIA PharMetrics Plus for Academics database to identify commercially insured patients diagnosed with HCC between 2006 and 2021. Patient financial liability was defined as the difference between allowed and paid amounts from adjudicated insurance claims. We reported total and HCC-related financial liabilities (i.e., cost for HCC-related claims), with high total financial liability defined as ≥$3000 annually and high HCC-related financial liability as ≥$1000 annually. We used multivariable logistic regression modeling to identify factors associated with high total and HCC-related financial liability. RESULTS Among 11,609 patients with HCC, the median total financial liability during the year after HCC diagnosis was $2955 (Q1-Q3: $972-$6293). Nearly half (45%) of patients experienced high total financial liability, with the greatest liability incurred in the 3-month period immediately following HCC diagnosis. Older age, increased comorbidity, and cirrhosis-related complications were associated with higher total patient liability. Patient liability also varied by type of HCC treatment, with systemic therapy and liver transplantation having the highest financial liability in multivariable analysis. However, only 66.7% of the patients experienced HCC-related liability. CONCLUSIONS Patients with HCC experience significant financial liability underscoring a need for price transparency as well as financial counseling in this population.
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Affiliation(s)
- Ruchi Desai
- Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Yue Jiang
- Department of Statistical Science, Duke University, Durham, North Carolina, USA
| | - Lisa B. VanWagner
- Division of Gastroenterology and Hepatology,Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Amit G. Singal
- Division of Gastroenterology and Hepatology,Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas, USA
| | - Sarah R. Lieber
- Division of Gastroenterology and Hepatology,Department of Internal Medicine, UT Southwestern Medical Center, Dallas, Texas, USA
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Arnett A, Siegel DA, Dai S, Thompson TD, Foster J, di Pierro EJ, Momin B, Lupo PJ, Heczey A. Incidence and survival of pediatric and adult hepatocellular carcinoma, United States, 2001-2020. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2024.03.25.24304564. [PMID: 38633779 PMCID: PMC11023662 DOI: 10.1101/2024.03.25.24304564] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/19/2024]
Abstract
Importance Hepatocellular carcinoma accounts for approximately 80% of liver neoplasms. Globally, hepatocellular carcinoma ranks as the third most lethal cancer, with the number of deaths expected to further increase by 2040. In adults, disparities in incidence and survival are well described while pediatric epidemiology is not well characterized. Objective To describe incidence and survival for pediatric (ages 0-19 years) hepatocellular carcinoma cases and compare these measures to adults (ages ≥20 years) diagnosed with hepatocellular carcinoma. We evaluated demographic factors and clinical characteristics that influence incidence and outcomes. Design Population-based cohort study. Setting Incidence data from the US Cancer Statistics database from 2003 to 2020 and 5-year relative survival from the National Program of Cancer Registries from 2001 to 2019, covering 97% and 83% of the US population, respectively. Participants 355,349 US Cancer Statistics and 257,406 the National Program of Cancer Registries patients were identified using ICD-O-3 C22.0 and 8170-5 codes. Main Outcomes and Measures Incidence annual percent change (APC) and average APC (AAPC) using joinpoint regression. Five-year relative survival. All-cause survival estimated using multivariate Cox modeling. Corresponding 95% confidence intervals (CI) were calculated. Results Incidence rate per 100,000 persons was 0.056 (95%CI:0.052-0.060) for pediatric cases and 7.793 (7.767-7.819) for adults. Incidence was stable in the pediatric population (0.3 AAPC, -1.1-1.7). In contrast, after periods of increase, incidence declined in adults after 2015 (-1.5 APC). Relative survival increased over time for both pediatric and adult ages and was higher for children and adolescents (46.4%, 95%CI:42.4-50.3) than adults (20.7%, 95%CI:20.5-20.9) overall and when stratified by stage. Regression modeling showed that non-Hispanic Black race and ethnicity was associated with higher risk of death in children and adolescents (1.48, 95%CI:1.07-2.05) and adults (1.11, 95%CI:1.09-1.12) compared to non-Hispanic white race and ethnicity. Conclusions and Relevance Between 2003 and 2020 in the United States, pediatric incidence was stable while incidence in adults began to decline after 2015. Survival was higher across all stages for children and adolescents compared to adults. Non-Hispanic Black race and ethnicity showed a higher risk of death for both age groups. Further studies could explore the factors that influence these outcome disparities.
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Affiliation(s)
- Azlann Arnett
- Cancer and Hematology Centers, Texas Children’s Hospital, Houston, Texas
- Division of Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - David A. Siegel
- Division of Cancer Prevention and Control, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Shifan Dai
- Cyberdata Technologies, Inc., Herndon, Virginia
| | - Trevor D. Thompson
- Division of Cancer Prevention and Control, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Jennifer Foster
- Cancer and Hematology Centers, Texas Children’s Hospital, Houston, Texas
- Division of Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Erika J. di Pierro
- Cancer and Hematology Centers, Texas Children’s Hospital, Houston, Texas
- Division of Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Behnoosh Momin
- Division of Cancer Prevention and Control, National Center for Chronic Disease Prevention and Health Promotion, Centers for Disease Control and Prevention, Atlanta, Georgia
| | - Philip J. Lupo
- Cancer and Hematology Centers, Texas Children’s Hospital, Houston, Texas
- Cnter for Epidemiology and Population Health, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
- Division of Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
| | - Andras Heczey
- Cancer and Hematology Centers, Texas Children’s Hospital, Houston, Texas
- Division of Hematology-Oncology, Department of Pediatrics, Baylor College of Medicine, Houston, Texas
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Wagle NS, Park S, Washburn D, Ohsfeldt R, Kum HC, Singal AG. Racial and Ethnic Disparities in Hepatocellular Carcinoma Treatment Receipt in the United States: A Systematic Review and Meta-Analysis. Cancer Epidemiol Biomarkers Prev 2024; 33:463-470. [PMID: 38252039 PMCID: PMC10990826 DOI: 10.1158/1055-9965.epi-23-1236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2023] [Revised: 12/13/2023] [Accepted: 01/16/2024] [Indexed: 01/23/2024] Open
Abstract
BACKGROUND Racial and ethnic disparities in hepatocellular carcinoma (HCC) prognosis exist, partly related to differential failures along the cancer care continuum. We characterized racial and ethnic disparities in treatment receipt among patients with HCC in the United States. METHODS We searched Medline, Embase, and CINAHL databases to identify studies published between January 2012 and March 2022 reporting HCC treatment receipt among adult patients with HCC, stratified by race or ethnicity. We calculated pooled odds ratios for HCC treatment using random effects models. RESULTS We identified 15 studies with 320,686 patients (65.8% White, 13.9% Black, 10.4% Asian, and 8.5% Hispanic). Overall, 33.2% of HCC patients underwent any treatment, and 22.7% underwent curative treatment. Compared with White patients, Black patients had lower odds of any treatment (OR 0.67, 95% CI 0.55-0.81) and curative treatment (OR 0.74, 95% CI 0.71-0.78). Similarly, Hispanic patients had lower pooled odds of curative treatment (OR 0.79, 95% CI 0.73-0.84). CONCLUSIONS There were significant racial and ethnic disparities in HCC treatment receipt, with Black patients having lower odds of receiving any and curative treatment while Hispanic patients having lower odds of curative treatment. IMPACT Racial and ethnic differences in treatment receipt serve as an intervention target to reduce disparities in HCC prognosis.
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Affiliation(s)
- Nikita Sandeep Wagle
- Population Informatics Lab, Texas A&M University, College Station, Texas
- Department of Health Policy and Management, School of Public Health, Texas A&M, Health Science Center, College Station, Texas
| | - Sulki Park
- Department of Health Policy and Management, School of Public Health, Texas A&M, Health Science Center, College Station, Texas
- Department of Industrial and Systems Engineering, Texas A&M University, College, Station, Texas
| | - David Washburn
- Population Informatics Lab, Texas A&M University, College Station, Texas
- Department of Health Policy and Management, School of Public Health, Texas A&M, Health Science Center, College Station, Texas
| | - Robert Ohsfeldt
- Population Informatics Lab, Texas A&M University, College Station, Texas
- Department of Health Policy and Management, School of Public Health, Texas A&M, Health Science Center, College Station, Texas
| | - Hye-Chung Kum
- Population Informatics Lab, Texas A&M University, College Station, Texas
- Department of Health Policy and Management, School of Public Health, Texas A&M, Health Science Center, College Station, Texas
- Department of Industrial and Systems Engineering, Texas A&M University, College, Station, Texas
| | - Amit G Singal
- Division of Digestive and Liver Diseases, UT Southwestern Medical Center, Dallas, Texas
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Burden of liver cancer mortality by county, race, and ethnicity in the USA, 2000-19: a systematic analysis of health disparities. Lancet Public Health 2024; 9:e186-e198. [PMID: 38429018 PMCID: PMC10986755 DOI: 10.1016/s2468-2667(24)00002-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 12/21/2023] [Accepted: 01/02/2024] [Indexed: 03/03/2024]
Abstract
BACKGROUND Understanding how specific populations are affected by liver cancer is important for identifying priorities, policies, and interventions to mitigate health risks and reduce disparities. This study aims to provide comprehensive analysis of rates and trends in liver cancer mortality for different racial and ethnic populations in the USA nationally and at the county level from 2000 to 2019. METHODS We applied small-area estimation methods to death registration data from the US National Vital Statistics System and population data from the US National Center for Health Statistics to estimate liver cancer mortality rates by county, racial and ethnic population, and year (2000-19) in the USA. Race and ethnicity were categorised as non-Latino and non-Hispanic American Indian or Alaska Native (AIAN), non-Latino and non-Hispanic Asian or Pacific Islander (Asian), non-Latino and non-Hispanic Black (Black), Latino or Hispanic (Latino), and non-Latino and non-Hispanic White (White). Estimates were adjusted using published misclassification ratios to correct for inaccuracies in race or ethnicity as recorded on death certificates, and then age-standardised. Mortality rate estimates are presented for all county and racial and ethnic population combinations with a mean annual population greater than 1000. FINDINGS Nationally, the age-standardised liver cancer mortality rate increased between the years 2000 (4·2 deaths per 100 000 population [95% uncertainty interval 4·1-4·3]) and 2016 (6·0 per 100 000 [5·9-6·1]), followed by a stabilisation in rates from 2016 to 2019 (6·1 per 100 000 [6·0-6·2]). Similar trends were observed across the AIAN, Black, Latino, and White populations, whereas the Asian population showed an overall decrease across the 20-year study period. Qualitatively similar trends were observed in most counties; however, the mortality rate and the rate of change varied substantially across counties, both within and across racial and ethnic populations. For the 2016-19 period, mortality continued to increase at a substantial rate in some counties even while it stabilised nationally. Nationally, the White population had the lowest mortality rate in all years, while the racial and ethnic population with the highest rate changed from the Asian population in 2000 to the AIAN population in 2019. Racial and ethnic disparities were substantial: in 2019, mortality was highest in the AIAN population (10·5 deaths per 100 000 [9·1-12·0]), notably lower for the Asian (7·5 per 100 000 [7·1-7·9]), Black (7·6 per 100 000 [7·3-7·8]), and Latino (7·7 per 100 000 [7·5-8·0]) populations, and lowest for the White population (5·5 [5·4-5·6]). These racial and ethnic disparities in mortality were prevalent throughout the country: in 2019, mortality was higher in minoritised racial and ethnic populations than in the White population living in the same county in 408 (87·7%) of 465 counties with unmasked estimates for the AIAN population, 604 (90·6%) of 667 counties for the Asian population, 1207 (81·2%) of 1486 counties for the Black population, and 1073 (73·0%) of 1469 counties for the Latino population. INTERPRETATION Although the plateau in liver cancer mortality rates in recent years is encouraging, mortality remains too high in many locations throughout the USA, particularly for minoritised racial and ethnic populations. Addressing population-specific risk factors and differences in access to quality health care is essential for decreasing the burden and disparities in liver cancer mortality across racial and ethnic populations and locations. FUNDING US National Institutes of Health (Intramural Research Program, National Institute on Minority Health and Health Disparities; National Heart, Lung, and Blood Institute; Intramural Research Program, National Cancer Institute; National Institute on Aging; National Institute of Arthritis and Musculoskeletal and Skin Diseases; Office of Disease Prevention; and Office of Behavioral and Social Sciences Research).
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9
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Ritaccio G, Barritt Iv AS, Conklin JL, Richardson DR, Evon DM, Sanoff HK, Basch E, Wheeler SB, Moon AM. Scoping review of values elicitation tools for treatment decisions in hepatocellular carcinoma. BMC Gastroenterol 2024; 24:90. [PMID: 38418997 PMCID: PMC10900684 DOI: 10.1186/s12876-024-03167-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/26/2023] [Accepted: 02/09/2024] [Indexed: 03/02/2024] Open
Abstract
BACKGROUND Treatment choices in hepatocellular carcinoma (HCC) involve consideration of tradeoffs between the benefits, toxicities, inconvenience, and costs. Stated preference elicitation methods have been used in the medical field to help evaluate complex treatment decision-making. The aim of this study was to conduct a scoping review to assess the evidence base for the use of preference elicitation tools or willingness to pay/willingness to accept methods for HCC treatment decision-making from both the patient and provider perspective. METHODS We performed a scoping review to identify abstracts or manuscripts focused on the role preference elicitation tools or willingness to pay/willingness to accept methods for HCC treatment options among patients, caregivers, and/or providers. Two researchers independently screened full-text references and resolved conflicts through discussion. We summarized key findings, including the type and setting of preference-elicitation tools used for HCC treatment decisions. RESULTS Ten published abstracts or manuscripts evaluated the role of preference elicitation tools for HCC treatments. The studies revealed several attributes that are considered by patients and providers making HCC treatment decisions. Many of the studies reviewed suggested that while patients place the most value on extending their overall survival, they are willing to forgo overall survival to avoid risks of treatments and maintain quality of life. Studies of physicians and surgeons found that provider preferences are dependent on patient characteristics, provider specialty, and surgeon or hospital-related factors. CONCLUSION This scoping review explored both patient and physician preferences towards treatment modalities in all stages of HCC. The studies revealed a large scope of potential attributes that may be important to patients and that many patients are willing to forgo survival to maintain quality of life. Further research should explore both preference elicitation of currently available and emerging therapies for HCC as well as the use of this data to develop patient-facing tools to assist in navigating treatment options.
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Affiliation(s)
- Gabrielle Ritaccio
- Division of Gastroenterology and Hepatology, University of North Carolina at Chapel Hill School of Medicine, 8009 Burnett Womack Bldg, CB#7584, Chapel Hill, NC, 27599-7584, USA
| | - A Sidney Barritt Iv
- Division of Gastroenterology and Hepatology, University of North Carolina at Chapel Hill School of Medicine, 8009 Burnett Womack Bldg, CB#7584, Chapel Hill, NC, 27599-7584, USA
- UNC Liver Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA
| | - Jamie L Conklin
- Health Sciences Library, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Daniel R Richardson
- Division of Hematology, Department of Medicine, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
| | - Donna M Evon
- Division of Gastroenterology and Hepatology, University of North Carolina at Chapel Hill School of Medicine, 8009 Burnett Womack Bldg, CB#7584, Chapel Hill, NC, 27599-7584, USA
- UNC Liver Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA
| | - Hanna K Sanoff
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
- Division of Oncology, Department of Medicine, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA
| | - Ethan Basch
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
- Division of Oncology, Department of Medicine, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA
| | - Stephanie B Wheeler
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA
- Center for Health Promotion and Disease Prevention, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Department of Health Policy and Management, Gillings School of Global Public Health, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Andrew M Moon
- Division of Gastroenterology and Hepatology, University of North Carolina at Chapel Hill School of Medicine, 8009 Burnett Womack Bldg, CB#7584, Chapel Hill, NC, 27599-7584, USA.
- UNC Liver Center, University of North Carolina at Chapel Hill School of Medicine, Chapel Hill, NC, USA.
- Lineberger Comprehensive Cancer Center, University of North Carolina, Chapel Hill, NC, USA.
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10
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Shaltiel T, Sarpel U, Branch AD. The adverse characteristics of hepatocellular carcinoma in the non-cirrhotic liver disproportionately disadvantage Black patients. Cancer Med 2024; 13:e6654. [PMID: 38230878 PMCID: PMC10905547 DOI: 10.1002/cam4.6654] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 08/24/2023] [Accepted: 10/12/2023] [Indexed: 01/18/2024] Open
Abstract
BACKGROUND Black patients have higher hepatocellular carcinoma (HCC)-related mortality than White patients and more often develop HCC in non-cirrhotic liver. HCC surveillance is primarily directed toward cirrhotic patients. We aimed to characterize HCC in non-cirrhotic patients and to identify factors associated with HCC beyond Milan criteria. METHODS Demographic, imaging, laboratory, and pathology data of HCC patients at our institution, 2003-2018, were reviewed, retrospectively. Race/ethnicity were self-reported. Cirrhosis was defined as a Fibrosis-4 score ≥3.25. RESULTS Compared to 1146 cirrhotic patients, 411 non-cirrhotic patients had larger tumors (median 4.7 cm vs. 3.1 cm, p < 0.01) and were less likely to be within Milan criteria (42.6% vs. 57.7%, p < 0.01). Among non-cirrhotic patients, Black patients had larger tumors (4.9 cm vs. 4.3 cm, p < 0.01) and a higher percentage of poorly differentiated tumors (39.4% vs. 23.1%, p = 0.02). Among cirrhotic patients, Black patients had larger tumors (3.3 cm vs. 3.0 cm, p = 0.03) and were less likely to be within Milan criteria (52.3% vs. 83.2%, p < 0.01). In multivariable analysis, lack of commercial insurance (OR 1.45 [CI 95% 1.19-1.83], p < 0.01), male sex (OR 1.34 [CI 95% 1.05-1.70], p < 0.01), absence of cirrhosis (OR 1.58 [CI 95% 1.27-1.98], p < 0.01) and Black race/ethnicity (OR 1.34 [CI 95% 1.09-1.66], p = 0.01) were associated with HCC beyond Milan criteria. Black patients had lower survival rates than other patients (p < 0.01). CONCLUSIONS Non-cirrhotic patients had more advanced HCC than cirrhotic patients. Black patients (with or without cirrhosis) had more advanced HCC than comparable non-Black patients and higher mortality rates. Improved access to healthcare (commercial insurance) may increase early diagnosis (within Milan criteria) and reduce disparities.
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Affiliation(s)
- Tali Shaltiel
- Division of Surgical Oncology, Department of SurgeryIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Umut Sarpel
- Division of Surgical Oncology, Department of SurgeryIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
| | - Andrea D. Branch
- Division of Liver Diseases, Department of MedicineIcahn School of Medicine at Mount SinaiNew YorkNew YorkUSA
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11
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Abstract
Globally, hepatocellular carcinoma (HCC) is a major cause of cancer-related death and a leading cause of morbidity and mortality in patients with chronic liver disease and cirrhosis. The predominant cause of HCC is shifting from viral to nonviral causes, in parallel with the high global prevalence of nonalcoholic fatty liver disease and increasing alcohol consumption in many countries. There have been promising recent advances in the treatment of all stages of HCC; however, improvements in early detection, increased utilization of HCC surveillance, and equitable access to HCC therapies are needed to curb increases in HCC mortality.
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Affiliation(s)
- Nicole E Rich
- Division of Digestive and Liver Diseases, Department of Internal Medicine, Harold C. Simmons Comprehensive Cancer Center, UT Southwestern Medical Center, 5959 Harry Hines Boulevard, Professional Office Building 1, Suite 4.420G, Dallas, TX 75390-8887, USA.
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12
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Sankar K, Gong J, Osipov A, Miles SA, Kosari K, Nissen NN, Hendifar AE, Koltsova EK, Yang JD. Recent advances in the management of hepatocellular carcinoma. Clin Mol Hepatol 2024; 30:1-15. [PMID: 37482076 PMCID: PMC10776289 DOI: 10.3350/cmh.2023.0125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2023] [Revised: 07/18/2023] [Accepted: 07/18/2023] [Indexed: 07/25/2023] Open
Abstract
Liver cancer remains a challenge of global health, being the 4th leading cause of cancer death worldwide. Hepatocellular carcinoma (HCC) is the most common type of primary liver cancer, and is usually precipitated by chronic viral infections (hepatitis B and C), non-alcoholic steatohepatitis, heavy alcohol use, and other factors which may lead to chronic inflammation and cirrhosis of the liver. There have been significant advances in the systemic treatment options for HCC over the past decades, with several approvals of both immune checkpoint inhibitors and tyrosine kinase inhibitors in patients with preserved liver function. These advances have led to improvement in survival outcomes, with expected survival of greater than 18 months, in those with sensitive tumors, adequate liver function, and those functionally fit to receive sequential therapies. Several ongoing and promising trials are now evaluating combinational strategies with novel systemic agents and combinations of systemic therapy with locoregional therapy. In view of these trials, further advances in the treatment of HCC are foreseen in the near future.
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Affiliation(s)
- Kamya Sankar
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Jun Gong
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Arsen Osipov
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Steven A. Miles
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Kambiz Kosari
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Nicholas N. Nissen
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Andrew E. Hendifar
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Ekaterina K. Koltsova
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Smidt Heart Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Ju Dong Yang
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
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13
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Mehta SJ, McDonald C, Reitz C, Kastuar S, Snider CK, Okorie E, McNelis K, Shaikh H, Cook TS, Goldberg DS, Rothstein K. A randomized trial of mailed outreach with behavioral economic interventions to improve liver cancer surveillance. Hepatol Commun 2024; 8:e0349. [PMID: 38099859 PMCID: PMC10727671 DOI: 10.1097/hc9.0000000000000349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2023] [Accepted: 11/08/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND Surveillance rates for HCC remain limited in patients with cirrhosis. We evaluated whether opt-out mailed outreach increased uptake with or without a $20 unconditional incentive. METHODS This was a pragmatic randomized controlled trial in an urban academic health system including adult patients with cirrhosis or advanced fibrosis, at least 1 visit to a specialty practice in the past 2 years and no surveillance in the last 7 months. Patients were randomized in a 1:2:2 ratio to (1) usual care, (2) a mailed letter with a signed order for an ultrasound, or (3) a mailed letter with an order and a $20 unconditional incentive. The main outcome was the proportion with completion of ultrasound within 6 months. RESULTS Among the 562 patients included, the mean age was 62.1 (SD 11.1); 56.8% were male, 51.1% had Medicare, and 40.6% were Black. At 6 months, 27.6% (95% CI: 19.5-35.7) completed ultrasound in the Usual care arm, 54.5% (95% CI: 47.9-61.0) in the Letter + Order arm, and 54.1% (95% CI: 47.5-60.6) in the Letter + Order + Incentive arm. There was a significant increase in the Letter + Order arm compared to Usual care (absolute difference of 26.9%; 95% CI: 16.5-37.3; p<0.001), but no significant increase in the Letter + Order + Incentive arm compared to Letter + Order (absolute difference of -0.4; 95% CI: -9.7 to 8.8; p=0.93). CONCLUSIONS There was an increase in HCC surveillance from mailed outreach with opt-out framing and a signed order slip, but no increase in response to the financial incentive.
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Affiliation(s)
- Shivan J. Mehta
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Center for Health Care Innovation, University of Pennsylvania, Philadelphia, USA
| | - Caitlin McDonald
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Center for Health Care Innovation, University of Pennsylvania, Philadelphia, USA
| | - Catherine Reitz
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Center for Health Care Innovation, University of Pennsylvania, Philadelphia, USA
| | - Shivani Kastuar
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | | | - Evelyn Okorie
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Center for Health Care Innovation, University of Pennsylvania, Philadelphia, USA
| | - Kiernan McNelis
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
- Center for Health Care Innovation, University of Pennsylvania, Philadelphia, USA
| | - Hamzah Shaikh
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | - Tessa S. Cook
- Department of Radiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
| | - David S. Goldberg
- Department of Medicine, Miller School of Medicine, University of Miami, Miami, Florida, USA
| | - Kenneth Rothstein
- Department of Medicine, Perelman School of Medicine, University of Pennsylvania, Philadelphia, USA
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Lee S, Verkhoturov DS, Eller MJ, Verkhoturov SV, Shaw MA, Gwon K, Kim Y, Lucien F, Malhi H, Revzin A, Schweikert EA. Nanoprojectile Secondary Ion Mass Spectrometry Enables Multiplexed Analysis of Individual Hepatic Extracellular Vesicles. ACS NANO 2023; 17:23584-23594. [PMID: 38033295 PMCID: PMC10985841 DOI: 10.1021/acsnano.3c06604] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/02/2023]
Abstract
Extracellular vesicles (EVs) are nanoscale lipid bilayer particles secreted by cells. EVs may carry markers of the tissue of origin and its disease state, which makes them incredibly promising for disease diagnosis and surveillance. While the armamentarium of EV analysis technologies is rapidly expanding, there remains a strong need for multiparametric analysis with single EV resolution. Nanoprojectile (NP) secondary ion mass spectrometry (NP-SIMS) relies on bombarding a substrate of interest with individual gold NPs resolved in time and space. Each projectile creates an impact crater of 10-20 nm in diameter while molecules emitted from each impact are mass analyzed and recorded as individual mass spectra. We demonstrate the utility of NP-SIMS for statistical analysis of single EVs derived from normal liver cells (hepatocytes) and liver cancer cells. EVs were captured on antibody (Ab)-functionalized gold substrate and then labeled with Abs carrying lanthanide (Ln) MS tags (Ab@Ln). These tags targeted four markers selected for identifying all EVs, and specific to hepatocytes or liver cancer. NP-SIMS was used to detect Ab@Ln-tags colocalized on the same EV and to construct scatter plots of surface marker expression for thousands of EVs with the capability of categorizing individual EVs. Additionally, NP-SIMS revealed information about the chemical nanoenvironment where targeted moieties colocalized. Our approach allowed analysis of population heterogeneity with single EV resolution and distinguishing between hepatocyte and liver cancer EVs based on surface marker expression. NP-SIMS holds considerable promise for multiplexed analysis of single EVs and may become a valuable tool for identifying and validating EV biomarkers of cancer and other diseases.
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Affiliation(s)
- Seonhwa Lee
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN, 55905, USA
| | | | - Michael J. Eller
- Department of Chemistry and Biochemistry, California State University Northridge, Northridge, CA 91330, USA
| | | | - Michael A. Shaw
- Department of Chemistry and Biochemistry, California State University Northridge, Northridge, CA 91330, USA
| | - Kihak Gwon
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN, 55905, USA
| | - Yohan Kim
- Departments of Urology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Fabrice Lucien
- Departments of Urology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Harmeet Malhi
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN, 55905, USA
| | - Alexander Revzin
- Department of Physiology and Biomedical Engineering, Mayo Clinic, Rochester, MN, 55905, USA
| | - Emile A. Schweikert
- Department of Chemistry, Texas A&M University, College Station, Texas 77843, USA
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15
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Nakharutai N, Chitapanarux I, Traisathit P, Srikummoon P, Pojchamarnwiputh S, Inmutto N, Na Chiangmai W. Prediction of survival and analysis of prognostic factors for hepatocellular carcinoma: a 20-year of imaging diagnosis in Upper Northern Thailand. BMC Cancer 2023; 23:1063. [PMID: 37923991 PMCID: PMC10625219 DOI: 10.1186/s12885-023-11429-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2023] [Accepted: 09/21/2023] [Indexed: 11/06/2023] Open
Abstract
BACKGROUND To evaluate survival rates of hepatocellular carcinoma (HCC), the Chiang Mai Cancer Registry provided characteristics data of 6276 HCC patients diagnosed between 1998-2020 based on evolution of imaging diagnosis. Evolution can be separated into four cohorts, namely, cohort 1 (1990-2005) when we had ultrasound (US) and single-phase computed tomography (CT), cohort 2 (2006-2009) when one multi-phase CT and one magnetic resonance imaging (MRI) were added, cohort 3 (2010-2015) when MRI with LI-RADS was added, and finally, cohort 4 (2016-2020) when two upgraded MRIs with LI-RADS were added. METHODS Cox proportional hazard models were used to determine the relation between death and risk factors including methods of imagining diagnosis, gender, age of diagnosis, tumor stages, history of smoking and alcohol-use, while Kaplan-Meier curves were used to calculate survival rates. RESULTS The median age of diagnosis was 57.0 years (IQR: 50.0-65.0) and the median survival time was 5.8 months (IQR: 1.9-26.8) during the follow-up period. In the univariable analysis, all factors were all associated with a higher risk of death in HCC patients except age of diagnosis. In a multivariable analysis, elderly age at diagnosis, regional and metastatic stages and advanced methods of imagining diagnosis during cohorts 2 and 3 were independently associated with the risk of death in HCC patients. The survival rate of patients diagnosed during cohort 4 was significantly higher than the other cohorts. CONCLUSION As a significantly increasing survival rate of HCC patients in cohort 4, advanced methods of diagnostic imaging can be a part of the recommendation to diagnose HCC.
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Affiliation(s)
- Nawapon Nakharutai
- Department of Statistics, Faculty of Science, Chiang Mai University, Chiang Mai, Thailand
| | - Imjai Chitapanarux
- Chiang Mai Cancer Registry, Maharaj Nakorn Chiang Mai Hospital, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Patrinee Traisathit
- Department of Statistics, Faculty of Science, Chiang Mai University, Chiang Mai, Thailand
| | - Pimwarat Srikummoon
- Department of Statistics, Faculty of Science, Chiang Mai University, Chiang Mai, Thailand
| | | | - Nakarin Inmutto
- Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand
| | - Wittanee Na Chiangmai
- Department of Radiology, Faculty of Medicine, Chiang Mai University, Chiang Mai, Thailand.
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Escutia-Gutiérrez R, Sandoval-Rodríguez A, Zamudio-Ojeda A, Guevara-Martínez SJ, Armendáriz-Borunda J. Advances of Nanotechnology in the Diagnosis and Treatment of Hepatocellular Carcinoma. J Clin Med 2023; 12:6867. [PMID: 37959332 PMCID: PMC10647688 DOI: 10.3390/jcm12216867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2023] [Revised: 10/20/2023] [Accepted: 10/22/2023] [Indexed: 11/15/2023] Open
Abstract
Nanotechnology has emerged as a promising technology in the field of hepatocellular carcinoma (HCC), specifically in the implementation of diagnosis and treatment strategies. Nanotechnology-based approaches, such as nanoparticle-based contrast agents and nanoscale imaging techniques, have shown great potential for enhancing the sensitivity and specificity of HCC detection. These approaches provide high-resolution imaging and allow for the detection of molecular markers and alterations in cellular morphology associated with HCC. In terms of treatment, nanotechnology has revolutionized HCC therapy by enabling targeted drug delivery, enhancing therapeutic efficacy, and minimizing off-target effects. Nanoparticle-based drug carriers can be functionalized with ligands specific to HCC cells, allowing for selective accumulation of therapeutic agents at the tumor site. Furthermore, nanotechnology can facilitate combination therapy by co-encapsulating multiple drugs within a single nanoparticle, allowing for synergistic effects and overcoming drug resistance. This review aims to provide an overview of recent advances in nanotechnology-based approaches for the diagnosis and treatment of HCC. Further research is needed to optimize the design and functionality of nanoparticles, improve their biocompatibility and stability, and evaluate their long-term safety and efficacy. Nonetheless, the integration of nanotechnology in HCC management holds great promise and may lead to improved patient outcomes in the future.
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Affiliation(s)
- Rebeca Escutia-Gutiérrez
- Department of Molecular Biology and Genomics, Institute for Molecular Biology in Medicine and Gene Therapy, Health Sciences University Center, University of Guadalajara, Guadalajara 44340, Mexico; (R.E.-G.); (A.S.-R.)
| | - Ana Sandoval-Rodríguez
- Department of Molecular Biology and Genomics, Institute for Molecular Biology in Medicine and Gene Therapy, Health Sciences University Center, University of Guadalajara, Guadalajara 44340, Mexico; (R.E.-G.); (A.S.-R.)
| | - Adalberto Zamudio-Ojeda
- Department of Physics, Exact Sciences and Engineering University Center, University of Guadalajara, Guadalajara 44340, Mexico;
| | - Santiago José Guevara-Martínez
- Department of Physics, Exact Sciences and Engineering University Center, University of Guadalajara, Guadalajara 44340, Mexico;
| | - Juan Armendáriz-Borunda
- Department of Molecular Biology and Genomics, Institute for Molecular Biology in Medicine and Gene Therapy, Health Sciences University Center, University of Guadalajara, Guadalajara 44340, Mexico; (R.E.-G.); (A.S.-R.)
- Tecnologico de Monterrey, School of Medicine and Health Sciences, Zapopan 45201, Mexico
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17
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Lee S, Verkhoturov DS, Eller MJ, Verkhoturov SV, Shaw MA, Gwon K, Kim Y, Lucien F, Malhi H, Revzin A, Schweikert EA. Nanoprojectile Secondary Ion Mass Spectrometry Enables Multiplexed Analysis of Individual Hepatic Extracellular Vesicles. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.08.21.554053. [PMID: 37662200 PMCID: PMC10473594 DOI: 10.1101/2023.08.21.554053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/05/2023]
Abstract
Extracellular vesicles (EVs) are nanoscale lipid bilayer particles secreted by cells. EVs may carry markers of the tissue of origin and its disease state which makes them incredibly promising for disease diagnosis and surveillance. While the armamentarium of EV analysis technologies is rapidly expanding, there remains a strong need for multiparametric analysis with single EV resolution. Nanoprojectile (NP) secondary ion mass spectrometry (NP-SIMS) relies on bombarding a substrate of interest with individual gold NPs resolved in time and space. Each projectile creates an impact crater of 10-20 nm in diameter while molecules emitted from each impact are mass analyzed and recorded as individual mass spectra. We demonstrate the utility of NP-SIMS for analysis of single EVs derived from normal liver cells (hepatocytes) and liver cancer cells. EVs were captured on antibody (Ab)-functionalized gold substrate then labeled with Abs carrying lanthanide (Ln) MS tags (Ab@Ln). These tags targeted four markers selected for identifying all EVs, and specific to hepatocytes or liver cancer. NP-SIMS was used to detect Ab@Ln-tags co-localized on the same EV and to construct scatter plots of surface marker expression for thousands of EVs with the capability of categorizing individual EVs. Additionally, NP-SIMS revealed information about the chemical nano-environment where targeted moieties co-localized. Our approach allowed analysis of population heterogeneity with single EV resolution and distinguishing between hepatocyte and liver cancer EVs based on surface marker expression. NP-SIMS holds considerable promise for multiplexed analysis of single EVs and may become a valuable tool for identifying and validating EV biomarkers of cancer and other diseases.
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Schmidt AV, Monga SP, Prochownik EV, Goetzman ES. A Novel Transgenic Mouse Model Implicates Sirt2 as a Promoter of Hepatocellular Carcinoma. Int J Mol Sci 2023; 24:12618. [PMID: 37628798 PMCID: PMC10454864 DOI: 10.3390/ijms241612618] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2023] [Revised: 07/28/2023] [Accepted: 08/04/2023] [Indexed: 08/27/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is one of the leading causes of cancer deaths globally. Incidence rates are steadily increasing, creating an unmet need for new therapeutic options. Recently, the inhibition of sirtuin-2 (Sirt2) was proposed as a potential treatment for HCC, despite contradictory findings of its role as both a tumor promoter and suppressor in vitro. Sirt2 functions as a lysine deacetylase enzyme. However, little is known about its biological influence, despite its implication in several age-related diseases. This study evaluated Sirt2's role in HCC in vivo using an inducible c-MYC transgene in Sirt2+/+ and Sirt2-/- mice. Sirt2-/- HCC mice had smaller, less proliferative, and more differentiated liver tumors, suggesting that Sirt2 functions as a tumor promoter in this context. Furthermore, Sirt2-/- HCCs had significantly less c-MYC oncoprotein and reduction in c-MYC nuclear localization. The RNA-seq showed that only three genes were significantly dysregulated due to loss of Sirt2, suggesting the underlying mechanism is due to Sirt2-mediated changes in the acetylome, and that the therapeutic inhibition of Sirt2 would not perturb the oncogenic transcriptome. The findings of this study suggest that Sirt2 inhibition could be a promising molecular target for slowing HCC growth.
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Affiliation(s)
- Alexandra V. Schmidt
- Division of Genetic and Genomic Medicine, Department of Pediatrics, University of Pittsburgh School of Medicine, University of Pittsburgh, Pittsburgh, PA 15260, USA
| | - Satdarshan P. Monga
- Pittsburgh Liver Research Center, University of Pittsburgh Medical Center, Pittsburgh, PA 15213, USA
- Division of Experimental Pathology, Department of Pathology, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA 15213, USA
| | - Edward V. Prochownik
- Pittsburgh Liver Research Center, University of Pittsburgh Medical Center, Pittsburgh, PA 15213, USA
- Division of Hematology and Oncology, Department of Pediatrics, University of Pittsburgh School of Medicine, University of Pittsburgh, Pittsburgh, PA 15260, USA
| | - Eric S. Goetzman
- Division of Genetic and Genomic Medicine, Department of Pediatrics, University of Pittsburgh School of Medicine, University of Pittsburgh, Pittsburgh, PA 15260, USA
- Pittsburgh Liver Research Center, University of Pittsburgh Medical Center, Pittsburgh, PA 15213, USA
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19
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Lee YT, Fujiwara N, Yang JD, Hoshida Y. Risk stratification and early detection biomarkers for precision HCC screening. Hepatology 2023; 78:319-362. [PMID: 36082510 PMCID: PMC9995677 DOI: 10.1002/hep.32779] [Citation(s) in RCA: 19] [Impact Index Per Article: 19.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/18/2022] [Revised: 08/25/2022] [Accepted: 08/28/2022] [Indexed: 12/08/2022]
Abstract
Hepatocellular carcinoma (HCC) mortality remains high primarily due to late diagnosis as a consequence of failed early detection. Professional societies recommend semi-annual HCC screening in at-risk patients with chronic liver disease to increase the likelihood of curative treatment receipt and improve survival. However, recent dynamic shift of HCC etiologies from viral to metabolic liver diseases has significantly increased the potential target population for the screening, whereas annual incidence rate has become substantially lower. Thus, with the contemporary HCC etiologies, the traditional screening approach might not be practical and cost-effective. HCC screening consists of (i) definition of rational at-risk population, and subsequent (ii) repeated application of early detection tests to the population at regular intervals. The suboptimal performance of the currently available HCC screening tests highlights an urgent need for new modalities and strategies to improve early HCC detection. In this review, we overview recent developments of clinical, molecular, and imaging-based tools to address the current challenge, and discuss conceptual framework and approaches of their clinical translation and implementation. These encouraging progresses are expected to transform the current "one-size-fits-all" HCC screening into individualized precision approaches to early HCC detection and ultimately improve the poor HCC prognosis in the foreseeable future.
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Affiliation(s)
- Yi-Te Lee
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California
| | - Naoto Fujiwara
- Liver Tumor Translational Research Program, Simmons Comprehensive Cancer Center, Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas
| | - Ju Dong Yang
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California; Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, Los Angeles, California; Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California
| | - Yujin Hoshida
- Liver Tumor Translational Research Program, Simmons Comprehensive Cancer Center, Division of Digestive and Liver Diseases, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas, Texas
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20
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Abid F, Khan K, Badshah Y, Ashraf NM, Shabbir M, Hamid A, Afsar T, Almajwal A, Razak S. Non-synonymous SNPs variants of PRKCG and its association with oncogenes predispose to hepatocellular carcinoma. Cancer Cell Int 2023; 23:123. [PMID: 37344815 PMCID: PMC10286404 DOI: 10.1186/s12935-023-02965-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 06/07/2023] [Indexed: 06/23/2023] Open
Abstract
BACKGROUND PRKCG encodes PKC γ, which is categorized under the classical protein kinase C family. No studies have specifically established the relationship between PRKCG nsSNPs with structural and functional variations in PKC γ in the context of hepatocellular carcinoma (HCC). The present study aims to uncover this link through in-silico and experimental studies. METHODS The 3D structure of PKC γ was predicted. Molecular Dynamic (MD) Simulations were run and estimates were made for interactions, stability, conservation and post-translational alterations between wild and mutant structures. The association of PRKCG levels with HCC survival rate was determined. Genotyping analyses were conducted to investigate the deleterious PRKCG nsSNP association with HCC. mRNA expression of PKC γ, HIF-1 alpha, AKT, SOCS3 and VEGF in the blood of controls and HCC patients was analyzed and a genetic cascade was constructed depicting these interactions. RESULTS The expression level of studied oncogenes was compared to tumour suppressor genes. Through Alphafold, the 3D structure of PKC γ was explored. Fifteen SNPs were narrowed down for in-silico analyses that were identified in exons 5, 10 and 18 and the regulatory and kinase domain of PKC γ. Root mean square deviation and fluctuation along with the radius of gyration unveiled potential changes between the wild and mutated variant structures. Mutant genotype AA (homozygous) corresponding to nsSNP, rs386134171 had more frequency in patients with OR (2.446), RR (1.564) and P-values (< 0.0029) that highlights its significant association with HCC compared to controls in which the wild genotype GG was found more prevalent. CONCLUSION nsSNP rs386134171 can be a genetic marker for HCC diagnosis and therapeutic studies. This study has laid down a road map for future studies to be conducted on HCC.
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Affiliation(s)
- Fizzah Abid
- Department of Healthcare Biotechnology, Atta-Ur-Rahman School of Applied Biosciences, National University of Sciences and Technology, Islamabad, 44010, Pakistan
| | - Khushbukhat Khan
- Department of Healthcare Biotechnology, Atta-Ur-Rahman School of Applied Biosciences, National University of Sciences and Technology, Islamabad, 44010, Pakistan
| | - Yasmin Badshah
- Department of Healthcare Biotechnology, Atta-Ur-Rahman School of Applied Biosciences, National University of Sciences and Technology, Islamabad, 44010, Pakistan
| | - Naeem Mahmood Ashraf
- School of Biochemistry and Biotechnology, University of the Punjab, Lahore, 54590, Pakistan
| | - Maria Shabbir
- Department of Healthcare Biotechnology, Atta-Ur-Rahman School of Applied Biosciences, National University of Sciences and Technology, Islamabad, 44010, Pakistan.
| | - Arslan Hamid
- LIMES Institute (AG-Netea), University of Bonn, Carl-Troll-Str. 31, 53115, Bonn, Germany
| | - Tayyaba Afsar
- Department of Community Health Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Ali Almajwal
- Department of Community Health Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia
| | - Suhail Razak
- Department of Community Health Sciences, College of Applied Medical Sciences, King Saud University, Riyadh, Saudi Arabia.
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21
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Wang H, Wang R, Fang J. A spliceosome-associated gene signature aids in predicting prognosis and tumor microenvironment of hepatocellular carcinoma. Aging (Albany NY) 2023; 15:204765. [PMID: 37301543 PMCID: PMC10292887 DOI: 10.18632/aging.204765] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Accepted: 05/17/2023] [Indexed: 06/12/2023]
Abstract
Splicing alterations have been shown to be key tumorigenesis drivers. In this study, we identified a novel spliceosome-related genes (SRGs) signature to predict the overall survival (OS) of patients with hepatocellular carcinoma (HCC). A total of 25 SRGs were identified from the GSE14520 dataset (training set). Univariate and least absolute shrinkage and selection operator (LASSO) regression analyses were utilized to construct the signature using genes with predictive significance. We then constructed a risk model using six SRGs (BUB3, IGF2BP3, RBM3, ILF3, ZC3H13, and CCT3). The reliability and predictive power of the gene signature were validated in two validation sets (TCGA and GSE76427 dataset). Patients in training and validation sets were divided into high and low-risk groups based on the gene signature. Patients in high-risk groups exhibited a poorer OS than in low-risk groups both in the training set and two validation sets. Next, risk score, BCLC staging, TNM staging, and multinodular were combined in a nomogram for OS prediction, and the decision curve analysis (DCA) curve exhibited the excellent prediction performance of the nomogram. The functional enrichment analyses demonstrated high-risk score patients were closely related to multiple oncology characteristics and invasive-related pathways, such as Cell cycle, DNA replication, and Spliceosome. Different compositions of the tumor microenvironment and immunocyte infiltration ratio might contribute to the prognostic difference between high and low-risk score groups. In conclusion, a spliceosome-related six-gene signature exhibited good performance for predicting the OS of patients with HCC, which may aid in clinical decision-making for individual treatment.
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Affiliation(s)
- Huaxiang Wang
- Department of Hepatobiliary and Pancreatic Surgery, Taihe Hospital, Affiliated Hospital of Hubei University of Medicine, Shiyan 442000, Hubei, China
| | - Ruling Wang
- Department of Hepatobiliary and Pancreatic Surgery, Taihe Hospital, Affiliated Hospital of Hubei University of Medicine, Shiyan 442000, Hubei, China
| | - Jian Fang
- Department of Hepatobiliary Medicine, The Third People’s Hospital of Fujian University of Traditional Chinese Medicine, Fuzhou 350108, Fujian, China
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22
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Yang Z, Leng K, Shi G. Causes of death among patients with hepatocellular carcinoma in United States from 2000 to 2018. Cancer Med 2023. [PMID: 37083308 DOI: 10.1002/cam4.5986] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 03/21/2023] [Accepted: 04/09/2023] [Indexed: 04/22/2023] Open
Abstract
BACKGROUND The gains in survival outcomes of US patients with hepatocellular carcinoma (HCC) have come at the expense of developing non-cancer-related morbidities, such as cardiovascular diseases (CVDs) and infections. However, population-based data on causes of death (CODs) in patients with HCC are scarce. METHODS A cancer registry database in the United States was used to analyze the CODs among patients with HCC. Death cause distribution and standardized mortality ratios were calculated to quantify the disease-specific death burden. RESULTS A total of 40,094 patients with a histological diagnosis of HCC were identified from the SEER-18 database between 2000 and 2018, of which 30,796 (76.8%) died during the follow-up period. The majority of these deaths (25,153, 81.7%) occurred within 2 years after diagnosis, 13.2% (4075) occurred within 2-5 years, and 5.1% (1568) occurred after 5 years. All age groups had a lower burden of female deaths than of male deaths during the study period. With respect to CODs, 23,824 (77.4%), 2289 (7.4%), and 4683 (15.2%) were due to HCC, other cancers, and non-cancer causes, respectively. Non-cancer-related deaths were more common among older patients and those with longer latency periods since diagnosis. The major causes of non-cancer-related deaths are other infectious and parasitic diseases, including HIV and CVDs. CONCLUSIONS CODs during HCC survivorship varied, and a growing number of survivors tended to die from causes other than HCC, with an increasing latency period since diagnosis. Comprehensive analyses of mortality patterns and temporal trends could underpin strategies to reduce these risks.
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Affiliation(s)
- Zhen Yang
- Department of Hepatopancreatobiliary Surgery, Qingdao Municipal Hospital, Qingdao University, Qingdao, People's Republic of China
- Department of Hepatopancreatobiliary Surgery, Qingdao Hospital, University of Health and Rehabilitation Sciences (Qingdao Municipal Hospital), Qingdao, People's Republic of China
| | - Kaiming Leng
- Department of Hepatopancreatobiliary Surgery, Qingdao Municipal Hospital, Qingdao University, Qingdao, People's Republic of China
- Department of Hepatopancreatobiliary Surgery, Qingdao Hospital, University of Health and Rehabilitation Sciences (Qingdao Municipal Hospital), Qingdao, People's Republic of China
| | - Guangjun Shi
- Department of Hepatopancreatobiliary Surgery, Qingdao Municipal Hospital, Qingdao University, Qingdao, People's Republic of China
- Department of Hepatopancreatobiliary Surgery, Qingdao Hospital, University of Health and Rehabilitation Sciences (Qingdao Municipal Hospital), Qingdao, People's Republic of China
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23
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Lee HM, Lidofsky SD, Taddei TH, Townshend‐Bulson LJ. Attacking the public health crisis of hepatocellular carcinoma at its roots. Hepatology 2023; 77:1456-1459. [PMID: 35989555 PMCID: PMC10026951 DOI: 10.1002/hep.32741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 08/11/2022] [Indexed: 12/08/2022]
Abstract
As the third most common cause of cancer-related death worldwide with significant mortality rates in the United States, hepatocellular carcinoma has strong association with cirrhosis and chronic hepatitis B virus (HBV) with a growing at-risk population from the rise in chronic liver disease from alcohol use and nonalcoholic fatty liver disease. Despite this, progress in identifying at-risk individuals and early detection of HCC in these populations have lagged behind treatment advances.The lack of consensus may undermine widespread adoption of surveillance programs, thus preventing HCC detection at a curable stage. This public policy corner piece focuses on opportunities for prevention of HCC by focusing on its principal risk factors: viral hepatitis, NAFLD, and alcohol-related liver disease, and three key action points to reverse the course of this public health crisis: 1) Awareness and education; 2) Screening and diagnosis, and 3) Partnerships and advocacy.
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Affiliation(s)
- Hannah M. Lee
- Stravitz‐Sanyal Institute for Liver Disease and Metabolic Health, Division of Gastroenterology, Hepatology and Nutrition, Virginia Commonwealth University, Richmond, Virginia, USA
| | - Steven D. Lidofsky
- Department of Medicine, Larner College of Medicine, University of Vermont, Burlington, Vermont, USA
| | - Tamar H. Taddei
- Department of Medicine, Yale School of Medicine, New Haven, Connecticut, USA
- VA Connecticut Healthcare System, West Haven, Connecticut, USA
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24
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Shan T, Ran X, Li H, Feng G, Zhang S, Zhang X, Zhang L, Lu L, An L, Fu R, Sun K, Wang S, Chen R, Li L, Chen W, Wei W, Zeng H, He J. Disparities in stage at diagnosis for liver cancer in China. JOURNAL OF THE NATIONAL CANCER CENTER 2023; 3:7-13. [PMID: 39036312 PMCID: PMC11256694 DOI: 10.1016/j.jncc.2022.12.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2022] [Revised: 12/20/2022] [Accepted: 12/21/2022] [Indexed: 01/04/2023] Open
Abstract
Background The stage at diagnosis is a major factor in making treatment strategies and cancer control policies. However, the stage distribution for liver cancer in China was not well studied. In this multi-center hospital-based study, we aimed to identify the distribution and factors associated with stage at diagnosis for liver cancer in China. Methods We included patients diagnosed with primary liver cancer in 13 hospitals of 10 provinces covering various geographic and socioeconomic populations during 2016-2017 in China. The stage distribution overall, and by sex and age at diagnosis were analyzed. We used logistic regression to identify the factors associated with stage III-IV disease. We further compared these estimates with data from the USA. Results We included 2,991 patients with known stage at diagnosis in China. The proportion of patients diagnosed with stage I, II, III, and IV was 17.5%, 25.6%, 29.3%, and 27.6%, respectively. The proportion of stage III-IV cases was higher in women [65.1% vs 54.9%, adjusted odds ratio (OR) = 1.5, 95% CI: 1.2, 1.8] and those ≥ 60 years (61.6% vs 52.8%, OR = 1.4, 95% CI: 1.2, 1.6). We found an increased risk of stage III-IV among drinkers and those without a family history of cancer. Compared to the USA, our study population had a substantially higher proportion of stage III-IV cases (56.9% vs 45.6%). Conclusion The disparities in liver cancer stage at diagnosis among different populations within China, and between China and the USA, imply the necessity for improving cancer awareness and early detection for liver cancer in China.
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Affiliation(s)
- Tianhao Shan
- National Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xianhui Ran
- National Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Huizhang Li
- Cancer Hospital of University of Chinese Academy of Sciences/Zhejiang Cancer Hospital, Department of Cancer Prevention, Institute of Cancer Research and Basic Medical Sciences, Chinese Academy of Sciences, Hangzhou, China
| | - Guoshuang Feng
- Big Data Center, Beijing Children's Hospital, Capital Medical University, National Center for Children's Health, Beijing, China
| | - Siwei Zhang
- National Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Xuehong Zhang
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, USA
- Department of Nutrition, T.H. Chan School of Public Health, Harvard University, Boston, USA
| | - Lei Zhang
- China-Australia Joint Research Center for Infectious Diseases, School of Public Health, Xi'an Jiaotong University Health Science Center, Xi'an, China
- Artificial Intelligence and Modelling in Epidemiology Program, Melbourne Sexual Health Centre, Alfred Health, Melbourne, Australia
- Central Clinical School, Faculty of Medicine, Monash University, Melbourne, Australia
- Department of Epidemiology and Biostatistics, College of Public Health, Zhengzhou University, Zhengzhou, China
| | - Lingeng Lu
- Department of Chronic Disease Epidemiology, Yale School of Public Health, Yale Cancer Center, New Haven, USA
| | - Lan An
- National Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ruiying Fu
- National Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Kexin Sun
- National Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Shaoming Wang
- National Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Ru Chen
- National Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Li Li
- National Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wanqing Chen
- National Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Wenqiang Wei
- National Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Hongmei Zeng
- National Central Cancer Registry, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
| | - Jie He
- Department of Thoracic Surgery, National Cancer Center/National Clinical Research Center for Cancer/Cancer Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Beijing, China
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25
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Nephew LD, Gupta D, Carter A, Desai AP, Ghabril M, Patidar KR, Orman E, Dziarski A, Chalasani N. Social determinants of health impact mortality from HCC and cholangiocarcinoma: a population-based cohort study. Hepatol Commun 2023; 7:e0058. [PMID: 36757397 PMCID: PMC9916098 DOI: 10.1097/hc9.0000000000000058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Accepted: 12/30/2022] [Indexed: 02/10/2023] Open
Abstract
BACKGROUND AND AIMS The social determinants of health can pose barriers to accessing cancer screening and treatment and have been associated with cancer mortality. However, it is not clear whether area deprivation is independently associated with mortality in HCC and cholangiocarcinoma when controlling for individual-level social determinants of health. APPROACH AND RESULTS The cohort included individuals over 18 years old diagnosed with HCC (N=3460) or cholangiocarcinoma (N=781) and reported to the Indiana State Cancer Registry from 2009 to 2017. Area disadvantage was measured using the social deprivation index (SDI). SDI was obtained by linking addresses to the American Community Survey. Individual social determinants of health included race, ethnicity, sex, marital status, and insurance type. The primary outcome was mortality while controlling for SDI and individual social determinants of health by means of Cox proportional hazard modeling. In HCC, living in a neighborhood in the fourth quartile of census-track SDI (most deprived) was associated with higher mortality (HR: 1.14, 95% CI, 1.003-1.30, p=0.04) than living in a first quartile SDI neighborhood. Being uninsured (HR: 1.64, 95% CI, 1.30-2.07, p<0.0001) and never being married (HR: 1.31, 95% CI, 1.15-1.48, p<0.0001) were also associated with mortality in HCC. In cholangiocarcinoma, SDI was not associated with mortality. CONCLUSIONS Social deprivation was independently associated with mortality in HCC but not cholangiocarcinoma. Further research is needed to better understand how to intervene on both area and individual social determinants of health and develop interventions to address these disparities.
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Affiliation(s)
- Lauren D. Nephew
- Division of Gastroenterology and Hepatology Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA
- Indiana University Simon Comprehensive Cancer Center, Indianapolis, Indiana, USA
| | - Dipika Gupta
- Indiana University School of Medicine-Northwest, Gary, Indiana, USA
| | - Allie Carter
- Department of Biostatistics and Health Data Science, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Archita P. Desai
- Division of Gastroenterology and Hepatology Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Marwan Ghabril
- Division of Gastroenterology and Hepatology Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Kavish R. Patidar
- Division of Gastroenterology and Hepatology Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Eric Orman
- Division of Gastroenterology and Hepatology Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA
| | - Alisha Dziarski
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Naga Chalasani
- Division of Gastroenterology and Hepatology Department of Medicine, Indiana University School of Medicine, Indianapolis, Indiana, USA
- Indiana University School of Medicine, Indiana University Health, Indianapolis, Indiana, USA
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26
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Sun N, Zhang C, Lee YT, Tran BV, Wang J, Kim H, Lee J, Zhang RY, Wang JJ, Hu J, Zhang Z, Alsudaney MS, Hou KC, Tang H, Zhang TX, Liang IY, Zhou Z, Chen M, Hsiao-Jiun Yeh A, Li W, Zhou XJ, Chang HR, Han SHB, Sadeghi S, Finn RS, Saab S, Busuttil RW, Noureddin M, Ayoub WS, Kuo A, Sundaram V, Al-Ghaieb B, Palomique J, Kosari K, Kim IK, Todo T, Nissen NN, Tomasi ML, You S, Posadas EM, Wu JX, Wadehra M, Sim MS, Li Y, Wang HL, French SW, Lu SC, Wu L, Pei R, Liang L, Yang JD, Agopian VG, Tseng HR, Zhu Y. HCC EV ECG score: An extracellular vesicle-based protein assay for detection of early-stage hepatocellular carcinoma. Hepatology 2023; 77:774-788. [PMID: 35908246 PMCID: PMC9887095 DOI: 10.1002/hep.32692] [Citation(s) in RCA: 26] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2022] [Revised: 07/15/2022] [Accepted: 07/18/2022] [Indexed: 02/02/2023]
Abstract
BACKGROUND AND AIMS The sensitivity of current surveillance methods for detecting early-stage hepatocellular carcinoma (HCC) is suboptimal. Extracellular vesicles (EVs) are promising circulating biomarkers for early cancer detection. In this study, we aim to develop an HCC EV-based surface protein assay for early detection of HCC. APPROACH AND RESULTS Tissue microarray was used to evaluate four potential HCC-associated protein markers. An HCC EV surface protein assay, composed of covalent chemistry-mediated HCC EV purification and real-time immuno-polymerase chain reaction readouts, was developed and optimized for quantifying subpopulations of EVs. An HCC EV ECG score, calculated from the readouts of three HCC EV subpopulations ( E pCAM + CD63 + , C D147 + CD63 + , and G PC3 + CD63 + HCC EVs), was established for detecting early-stage HCC. A phase 2 biomarker study was conducted to evaluate the performance of ECG score in a training cohort ( n = 106) and an independent validation cohort ( n = 72).Overall, 99.7% of tissue microarray stained positive for at least one of the four HCC-associated protein markers (EpCAM, CD147, GPC3, and ASGPR1) that were subsequently validated in HCC EVs. In the training cohort, HCC EV ECG score demonstrated an area under the receiver operating curve (AUROC) of 0.95 (95% confidence interval [CI], 0.90-0.99) for distinguishing early-stage HCC from cirrhosis with a sensitivity of 91% and a specificity of 90%. The AUROCs of the HCC EV ECG score remained excellent in the validation cohort (0.93; 95% CI, 0.87-0.99) and in the subgroups by etiology (viral: 0.95; 95% CI, 0.90-1.00; nonviral: 0.94; 95% CI, 0.88-0.99). CONCLUSION HCC EV ECG score demonstrated great potential for detecting early-stage HCC. It could augment current surveillance methods and improve patients' outcomes.
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Affiliation(s)
- Na Sun
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California, USA
- Key Laboratory for Nano-Bio Interface, Suzhou Institute of Nano-Tech and Nano-Bionics, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Suzhou, People's Republic of China
| | - Ceng Zhang
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California, USA
- Department of Pathology, Basic Medical College, Southern Medical University, Guangzhou, People's Republic of China
| | - Yi-Te Lee
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California, USA
| | - Benjamin V. Tran
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Jing Wang
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California, USA
| | - Hyoyong Kim
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California, USA
| | - Junseok Lee
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California, USA
| | - Ryan Y. Zhang
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California, USA
| | - Jasmine J. Wang
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California, USA
- Division of Medical Oncology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Junhui Hu
- Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California, USA
| | - Zhicheng Zhang
- Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California, USA
| | - Manaf S. Alsudaney
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Kuan-Chu Hou
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California, USA
| | - Hubert Tang
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California, USA
| | - Tiffany X. Zhang
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California, USA
| | - Icy Y. Liang
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California, USA
| | - Ziang Zhou
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California, USA
| | - Mengxiang Chen
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California, USA
| | - Angela Hsiao-Jiun Yeh
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Wenyuan Li
- Department of Pathology and Laboratory Medicine, Ronald Reagan Medical Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Xianghong Jasmine Zhou
- Department of Pathology and Laboratory Medicine, Ronald Reagan Medical Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Helena R. Chang
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Steven-Huy B. Han
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Saeed Sadeghi
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Richard S. Finn
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Sammy Saab
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Ronald W. Busuttil
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Mazen Noureddin
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Walid S. Ayoub
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Alexander Kuo
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Vinay Sundaram
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Buraq Al-Ghaieb
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Juvelyn Palomique
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Kambiz Kosari
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Irene K. Kim
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Tsuyoshi Todo
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Nicholas N. Nissen
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Maria Lauda Tomasi
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Sungyong You
- Departments of Surgery and Biomedical Sciences, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Edwin M. Posadas
- Division of Medical Oncology, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - James X. Wu
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Madhuri Wadehra
- Department of Pathology and Laboratory Medicine, Ronald Reagan Medical Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Myung-Shin Sim
- Department of Medicine, Statistics Core, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Yunfeng Li
- Department of Pathology and Laboratory Medicine, Ronald Reagan Medical Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Hanlin L. Wang
- Department of Pathology and Laboratory Medicine, Ronald Reagan Medical Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Samuel W. French
- Department of Pathology and Laboratory Medicine, Ronald Reagan Medical Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
| | - Shelly C. Lu
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Lily Wu
- Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California, USA
| | - Renjun Pei
- Key Laboratory for Nano-Bio Interface, Suzhou Institute of Nano-Tech and Nano-Bionics, University of Chinese Academy of Sciences, Chinese Academy of Sciences, Suzhou, People's Republic of China
| | - Li Liang
- Department of Pathology, Nanfang Hospital and Basic Medical College, Southern Medical University, Guangzhou, People's Republic of China
- Guangdong Province Key Laboratory of Molecular Tumor Pathology, Guangzhou, People's Republic of China
| | - Ju Dong Yang
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, California, USA
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA
| | - Vatche G. Agopian
- Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, California, USA
| | - Hsian-Rong Tseng
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, California, USA
| | - Yazhen Zhu
- California NanoSystems Institute, Crump Institute for Molecular Imaging, Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, California, USA
- Department of Pathology and Laboratory Medicine, Ronald Reagan Medical Center, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, California, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, California, USA
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Luo S, Hu H. Huaier granule prolongs overall survival after curative resection of hepatocarcinoma carcinoma: A propensity score analysis. JOURNAL OF ETHNOPHARMACOLOGY 2023; 301:115774. [PMID: 36206867 DOI: 10.1016/j.jep.2022.115774] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/15/2022] [Accepted: 09/27/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND The effectiveness and safety of huaier granules in reducing recurrence after curative resection of HCC have been confirmed, but it is unclear whether huaier granules can significantly prolong overall survival. AIM To demonstrate the effectiveness of huaier granule for HCC after curative resection over a 5-year follow-up. METHOD A total of 1265 HCC patients who underwent curative resection from January 2008 to January 2020 were enrolled, 1111 patients were finally enrolled according to the exclusion criteria, and the oncology outcome of Huaier granule was analyzed by propensity score matching method (PSM). RESULT Before propensity score matching, huaier granule resulted in better 5- year overall survival (61.49% vs 54.92%, p = 0.0099) and recurrence-free survival (45.64% vs 38.42%, p = 0.0042) for HCC patients. For solitary HCC ≤30 mm, huaier granule resulted in similar 5- year recurrence-free survival (54.55% vs 50.13%, p = 0.4403), but better 5- year overall survival (82.42% vs70.08%, p = 0.0189). Similar to overall patients, huaier granule resulted in better 5- year overall survival (54.77% vs 51.37%, p = 0.1530) and recurrence-free survival (42.61% vs 35.62%, p = 0.0082) for solitary HCC >30 mm. After propensity score matching, we did confirm that huaier granules can significantly prolong overall survival by more than 5 years, the exception was recurrence-free survival in the HCC <30 mm cohort.
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Affiliation(s)
- Shaoju Luo
- Guangzhou University of Chinese Medicine, Guangzhou, China; Sun Yat-sen University, Guangzhou, China
| | - Hao Hu
- Guangzhou University of Chinese Medicine, Guangzhou, China; Sun Yat-sen University, Guangzhou, China; The First Affiliated Hospital of Chinese Medicine, Guangzhou University of Chinese Medicine, Guangzhou, China.
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28
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Guo S, Zhu X, Huang Z, Wei C, Yu J, Zhang L, Feng J, Li M, Li Z. Genomic instability drives tumorigenesis and metastasis and its implications for cancer therapy. Biomed Pharmacother 2023; 157:114036. [PMID: 36436493 DOI: 10.1016/j.biopha.2022.114036] [Citation(s) in RCA: 8] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2022] [Accepted: 11/19/2022] [Indexed: 11/27/2022] Open
Abstract
Genetic instability can be caused by external factors and may also be associated with intracellular damage. At the same time, there is a large body of research investigating the mechanisms by which genetic instability occurs and demonstrating the relationship between genomic stability and tumors. Nowadays, tumorigenesis development is one of the hottest research areas. It is a vital factor affecting tumor treatment. Mechanisms of genomic stability and tumorigenesis development are relatively complex. Researchers have been working on these aspects of research. To explore the research progress of genomic stability and tumorigenesis, development, and treatment, the authors searched PubMed with the keywords "genome instability" "chromosome instability" "DNA damage" "tumor spread" and "cancer treatment". This extracts the information relevant to this study. Results: This review introduces genomic stability, drivers of tumor development, tumor cell characteristics, tumor metastasis, and tumor treatment. Among them, immunotherapy is more important in tumor treatment, which can effectively inhibit tumor metastasis and kill tumor cells. Breakthroughs in tumorigenesis development studies and discoveries in tumor metastasis will provide new therapeutic techniques. New tumor treatment methods can effectively prevent tumor metastasis and improve the cure rate of tumors.
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Affiliation(s)
- Shihui Guo
- Computational Oncology Lab, The Marine Biomedical Research Institute, Guangdong Medical University, Zhanjiang 524023, China
| | - Xiao Zhu
- Computational Oncology Lab, The Marine Biomedical Research Institute, Guangdong Medical University, Zhanjiang 524023, China
| | - Ziyuan Huang
- Computational Oncology Lab, The Marine Biomedical Research Institute, Guangdong Medical University, Zhanjiang 524023, China
| | - Chuzhong Wei
- Computational Oncology Lab, The Marine Biomedical Research Institute, Guangdong Medical University, Zhanjiang 524023, China
| | - Jiaao Yu
- Computational Oncology Lab, The Marine Biomedical Research Institute, Guangdong Medical University, Zhanjiang 524023, China
| | - Lin Zhang
- Computational Oncology Lab, The Marine Biomedical Research Institute, Guangdong Medical University, Zhanjiang 524023, China
| | - Jinghua Feng
- Computational Oncology Lab, The Marine Biomedical Research Institute, Guangdong Medical University, Zhanjiang 524023, China
| | - Mingdong Li
- Department of Gastroenterology, Zibo Central Hospital, Zibo 255000, China.
| | - Zesong Li
- Guangdong Provincial Key Laboratory of Systems Biology and Synthetic Biology for Urogenital Tumors, Shenzhen Key Laboratory of Genitourinary Tumor, Department of Urology, The First Affiliated Hospital of Shenzhen University, Shenzhen Second People's Hospital (Shenzhen Institute of Translational Medicine), Shenzhen, China.
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29
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Dou J, Dawuti W, Zheng X, Zhang R, Zhou J, Lin R, Lü G. Urine fluorescence spectroscopy combined with machine learning for screening of hepatocellular carcinoma and liver cirrhosis. Photodiagnosis Photodyn Ther 2022; 40:103102. [PMID: 36057362 DOI: 10.1016/j.pdpdt.2022.103102] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2022] [Revised: 08/23/2022] [Accepted: 08/30/2022] [Indexed: 12/14/2022]
Abstract
In this paper, we investigated the possibility of using urine fluorescence spectroscopy and machine learning method to identify hepatocellular carcinoma (HCC) and liver cirrhosis from healthy people. Urine fluorescence spectra of HCC (n = 62), liver cirrhosis (n = 65) and normal people (n = 60) were recorded at 405 nm excitation using a Fluorescent scan multimode reader. The normalized fluorescence spectra revealed endogenous metabolites differences associated with the disease, mainly the abnormal metabolism of porphyrin derivatives and bilirubin in the urine of patients with HCC and liver cirrhosis compared to normal people. The Support vector machine (SVM) algorithm was used to differentiate the urine fluorescence spectra of the HCC, liver cirrhosis and normal groups, and its overall diagnostic accuracy was 83.42%, the sensitivity for HCC and liver cirrhosis were 93.55% and 73.85%, and the specificity for HCC and liver cirrhosis were 88.00% and 89.34%, respectively. This exploratory work shown that the combination of urine fluorescence spectroscopy and SVM algorithm has great potential for the noninvasive screening of HCC and liver cirrhosis.
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Affiliation(s)
- Jingrui Dou
- State Key Laboratory of Pathogenesis, Prevention, and Treatment of Central Asian High Incidence Diseases, Clinical Medical Research Institute, The First Affiliated Hospital of Xinjiang Medical University, No. 137 Liyushan South Road, Urumqi 830054, China; School of Public Health, Xinjiang Medical University, Urumqi 830054, China
| | - Wubulitalifu Dawuti
- State Key Laboratory of Pathogenesis, Prevention, and Treatment of Central Asian High Incidence Diseases, Clinical Medical Research Institute, The First Affiliated Hospital of Xinjiang Medical University, No. 137 Liyushan South Road, Urumqi 830054, China; School of Public Health, Xinjiang Medical University, Urumqi 830054, China
| | - Xiangxiang Zheng
- School of Electronic Engineering, Beijing University of Posts and Telecommunications, Beijing 100876, China
| | - Rui Zhang
- State Key Laboratory of Pathogenesis, Prevention, and Treatment of Central Asian High Incidence Diseases, Clinical Medical Research Institute, The First Affiliated Hospital of Xinjiang Medical University, No. 137 Liyushan South Road, Urumqi 830054, China; School of Public Health, Xinjiang Medical University, Urumqi 830054, China
| | - Jing Zhou
- State Key Laboratory of Pathogenesis, Prevention, and Treatment of Central Asian High Incidence Diseases, Clinical Medical Research Institute, The First Affiliated Hospital of Xinjiang Medical University, No. 137 Liyushan South Road, Urumqi 830054, China; College of Pharmacy, Xinjiang Medical University, Urumqi 830054, China
| | - Renyong Lin
- State Key Laboratory of Pathogenesis, Prevention, and Treatment of Central Asian High Incidence Diseases, Clinical Medical Research Institute, The First Affiliated Hospital of Xinjiang Medical University, No. 137 Liyushan South Road, Urumqi 830054, China.
| | - Guodong Lü
- State Key Laboratory of Pathogenesis, Prevention, and Treatment of Central Asian High Incidence Diseases, Clinical Medical Research Institute, The First Affiliated Hospital of Xinjiang Medical University, No. 137 Liyushan South Road, Urumqi 830054, China.
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Lyons JM, Danos DM, Maniscalco L, Yi Y, Wu XC, Chu QD. Trends in hepatocellular carcinoma in Louisiana, 2005-2015. DIALOGUES IN HEALTH 2022; 1:100041. [PMID: 38515872 PMCID: PMC10953961 DOI: 10.1016/j.dialog.2022.100041] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/05/2022] [Revised: 08/24/2022] [Accepted: 08/24/2022] [Indexed: 03/23/2024]
Abstract
Introduction Louisiana has one of the highest incidence and mortality rates of hepatocellular carcinoma (HCC) in the nation. The aim of this study was to analyze the trends in HCC incidence and relative survival rates in Louisiana and compare them with corresponding national rates, which can be used to formulate strategies to improve Louisiana HCC outcomes. Methods Data on primary invasive HCC diagnosed in patients 20 years or older between 2005 and 2015 were obtained from the Surveillance, Epidemiology and End Results (SEER) program and Louisiana Tumor Registry. Time trends in HCC incidence and 12-month relative survival were analyzed using Joinpoint regression. Case characteristics were compared on 2 time periods (2005-2009 and 2010-2015) using Chi-squared tests. Cause-specific survival was analyzed via log-rank and multivariable Cox proportional hazard model. Results Over the study period, the average annual percent change (AAPC) in age-adjusted HCC incidence in Louisiana was nearly double that of the national estimate, 6% (95% CI: 4.7, 7.3) compared to 3.1% (95% CI: 2.4, 3.7). 12-month relative survival among HCC patients in Louisiana was 40.7% (95% CI: 38.9, 42.4) which was significantly less than the US rate of 48.2% (95% CI: 47.8, 48.6). Relative survival did improve in Louisiana from 2000 to 2015 at a rate similar to that of the US (AAPC (95% CI): 2.9 (0.7, 5.2) vs. 2.7 (2.3, 3.1), p = 0.8). In multivariable survival analysis, factors amongst Louisianans associated with worse survival were older age at diagnosis, advanced stage of disease, and lack of surgical therapy. Conclusion The incidence of HCC continues to rise more dramatically in Louisiana than in the US. While some modest improvements in HCC survival have been realized, outcomes remain dismal. Future work identifying the most at-risk populations are needed to inform statewide public health initiatives.
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Affiliation(s)
- John M. Lyons
- Our Lady of the Lake Regional Medical Center at Baton Rouge, Baton Rouge, Louisiana, United States of America
- School of Medicine, Louisiana State University Health Sciences Center-New Orleans, New Orleans, Louisiana, United States of America
| | - Denise M. Danos
- School of Public Health, Louisiana State University Health Sciences Center-New Orleans, New Orleans, Louisiana, United States of America
| | - Lauren Maniscalco
- Louisiana Tumor Registry, Louisiana State University Health Sciences Center-New Orleans, Louisiana, United States of America
| | - Yong Yi
- Louisiana Tumor Registry, Louisiana State University Health Sciences Center-New Orleans, Louisiana, United States of America
| | - Xiao-Cheng Wu
- School of Public Health, Louisiana State University Health Sciences Center-New Orleans, New Orleans, Louisiana, United States of America
- Louisiana Tumor Registry, Louisiana State University Health Sciences Center-New Orleans, Louisiana, United States of America
| | - Quyen D. Chu
- Department of Surgery, Louisiana State University Health Sciences Center-Shreveport, Louisiana, United States of America
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Abstract
Liver cancer, mainly hepatocellular carcinoma (HCC), remains a major cause of cancer-related death worldwide. With the global epidemic of obesity, the major HCC etiologies have been dynamically shifting from viral to metabolic liver diseases. This change has made HCC prevention difficult with increasingly elusive at-risk populations as rational target for preventive interventions. Besides ongoing efforts to reduce obesity and metabolic disorders, chemoprevention in patients who already have metabolic liver diseases may have a significant impact on the poor HCC prognosis. Hepatitis B- and hepatitis C-related HCC incidences have been substantially reduced by the new antivirals, but HCC risk can persist over a decade even after successful viral treatment, highlighting the need for HCC-preventive measures also in these patients. Experimental and retrospective studies have suggested potential utility of generic agents such as lipophilic statins and aspirin for HCC chemoprevention given their well-characterized safety profile, although anticipated efficacy may be modest. In this review, we overview recent clinical and translational studies of generic agents in the context of HCC chemoprevention under the contemporary HCC etiologies. We also discuss newly emerging approaches to overcome the challenges in clinical testing of the agents to facilitate their clinical translation.
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Affiliation(s)
- Fahmida Rasha
- Liver Tumor Translational Research Program; Simmons Comprehensive Cancer Center; Division of Digestive and Liver Diseases; Department of Internal Medicine; University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Subhojit Paul
- Liver Tumor Translational Research Program; Simmons Comprehensive Cancer Center; Division of Digestive and Liver Diseases; Department of Internal Medicine; University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Tracey G Simon
- Liver Center, Division of Gastroenterology, Clinical and Translational Epidemiology Unit, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Yujin Hoshida
- Liver Tumor Translational Research Program; Simmons Comprehensive Cancer Center; Division of Digestive and Liver Diseases; Department of Internal Medicine; University of Texas Southwestern Medical Center, Dallas, TX, USA
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Cacicedo ML, Limeres MJ, Gehring S. mRNA-Based Approaches to Treating Liver Diseases. Cells 2022; 11:3328. [PMID: 36291194 PMCID: PMC9601253 DOI: 10.3390/cells11203328] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2022] [Revised: 10/20/2022] [Accepted: 10/20/2022] [Indexed: 11/16/2022] Open
Abstract
Diseases that affect the liver account for approximately 2 million deaths worldwide each year. The increasing prevalence of these diseases and the limited efficacy of current treatments are expected to stimulate substantial growth in the global market for therapeutics that target the liver. Currently, liver transplantation is the only curative option available for many liver diseases. Gene therapy represents a valuable approach to treatment. The liver plays a central role in a myriad of essential metabolic functions, making it an attractive organ for gene therapy; hepatocytes comprise the most relevant target. To date, viral vectors constitute the preferred approach to targeting hepatocytes with genes of therapeutic interest. Alternatively, mRNA-based therapy offers a number of comparative advantages. Clinical and preclinical studies undertaken to treat inherited metabolic diseases affecting the liver, cirrhosis and fibrosis, hepatocellular carcinoma, hepatitis B, and cytomegalovirus using lipid nanoparticle-encapsulated mRNAs that encode the therapeutic or antigenic protein of interest are discussed.
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Affiliation(s)
- Maximiliano L. Cacicedo
- Children’s Hospital, University Medical Center Mainz of the Johannes-Gutenberg University, Langenbeckstr. 1, 55131 Mainz, Germany
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33
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Lee YT, Singal AG, Lauzon M, Agopian VG, Luu M, Noureddin M, Todo T, Kim IK, Friedman ML, Kosari K, Nissen NN, Roberts LR, Heimbach JK, Gores GJ, Yang JD. Disparities in curative treatments and outcomes for early stage intrahepatic cholangiocarcinoma in the United States. Cancer 2022; 128:3610-3619. [PMID: 35997126 PMCID: PMC9530023 DOI: 10.1002/cncr.34436] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Revised: 05/24/2022] [Accepted: 06/02/2022] [Indexed: 11/10/2022]
Abstract
BACKGROUND Curative surgical treatments afford the best prognosis for patients with intrahepatic cholangiocarcinoma (iCCA); however, the comparative effectiveness of treatment options and factors associated with curative treatment receipt for early stage iCCA remain unknown. METHODS The authors identified patients who were diagnosed with early stage iCCA, defined as a unifocal tumor <3 cm, during 2004-2018 from the National Cancer Database. Multivariable logistic and Cox regression analyses were used to identify the factors associated with curative treatment and overall survival (OS), respectively. RESULTS The proportion of patients with early stage iCCA increased from 4.5% in 2004 to 7.3% in 2018, with the odds of early stage detection increasing by 3.1% per year (odds ratio [OR], 1.031; 95% CI, 1.015-1.049). Of 1093 patients who had early stage iCCA, 464 (42.5%) underwent resection, 113 (10.3%) underwent ablation, 62 (5.7%) underwent liver transplantation, and 454 (41.5%) received noncurative treatments. Hispanic patients (adjusted OR [aOR], 0.57; 95% CI, 0.33-0.97) and Black patients (aOR, 0.47; 95% CI, 0.28-0.77) were less likely to receive curative treatments than White patients. Compared with patients who underwent surgical resection, those who underwent liver transplantation had a trend toward improved OS (adjusted hazard ratio [aHR], 0.63; 95% CI, 0.37-1.08), whereas those who underwent local ablation (aHR, 1.39; 95% CI, 1.01-1.92) and noncurative treatments (aHR, 3.97; 95% CI, 3.24-4.88) experienced worse OS. CONCLUSIONS More than one third of patients with early stage iCCA did not receive curative treatment, with Hispanic and Black patients being less likely to receive curative treatments than White patients. Surgical resection and liver transplantation were associated with improved survival compared with local ablation. Future studies should investigate disparities in curative treatment receipt and outcomes for early stage iCCA.
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Affiliation(s)
- Yi-Te Lee
- California NanoSystems Institute, Crump Institute for Molecular Imaging, University of California, Los Angeles, Los Angeles, CA, USA
- Department of Molecular and Medical Pharmacology, University of California, Los Angeles, Los Angeles, CA, USA
| | - Amit G. Singal
- Division of Digestive and Liver Diseases, University of Texas Southwestern Medical Center, Dallas, TX, USA
| | - Marie Lauzon
- Biostatistics and Bioinformatics Research Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Vatche G. Agopian
- Department of Surgery, University of California, Los Angeles, Los Angeles, CA, USA
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, Los Angeles, CA, USA
| | - Michael Luu
- Biostatistics and Bioinformatics Research Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Mazen Noureddin
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Tsuyoshi Todo
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Irene K. Kim
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Marc L. Friedman
- Department of Radiology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Kambiz Kosari
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Nicholas N. Nissen
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Lewis R. Roberts
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN
| | | | - Gregory J. Gores
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MN
| | - Ju Dong Yang
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Comprehensive Transplant Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
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Han J, Wang B, Liu W, Wang S, Chen R, Chen M, Fu Z. Declining disease burden of HCC in the United States, 1992-2017: A population-based analysis. Hepatology 2022; 76:576-588. [PMID: 35073427 DOI: 10.1002/hep.32355] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/09/2021] [Revised: 01/19/2022] [Accepted: 01/19/2022] [Indexed: 01/03/2023]
Abstract
BACKGROUND AND AIMS The incidence of HCC has recently been consistently reported to decline in the United States. However, decreased overall mortality of HCC has just been suggested and needs further examination. APPROACH AND RESULTS Using data from the Surveillance, Epidemiology, and End Results databases, we assessed HCC incidence, incidence-based mortality (IBM), and 1-year survival rates from 1992 through 2017 in the United States. These secular trends were analyzed using the National Cancer Institute's Joinpoint Regression Program. Age-period-cohort analyses were performed to address underlying reasons for the observed temporal trends. The incidence and mortality of liver cancer in the United States by different etiologies were acquired from the Global Burden of Disease study (1990-2019) as a likely validation set. Joinpoint and age-period-cohort analyses were performed by etiologies. The incidence rates of HCC increased during 1992-2011 and sharply decreased thereafter by -2.3% annually (95% CI: -3.5% to -1.1%). IBM peaked in 2013 (age-standardized mortality rate: 6.98 per 100,000 person-years) in the US population. IBM started to decrease significantly in 2013 by -3.2%/year (95% CI: -5.4% to -1.1% per year) after a continuous increase of 3.5% annually during 1993-2013. Overall, the 1-year survival of HCC improved from 21.4% to 56.6% over the study period. However, the highest HCC incidence and mortality risk for patients aged 60-69 and born between 1952-1957 were found. CONCLUSIONS We found significantly decreased overall HCC-specific mortality since 2013 in the US population, along with decreased incidence and continuously improved survival. The changing etiologies, advances in screening and diagnosis, and improved treatment modality and allocation might all contribute to the downward trends of the disease burden of HCC in the United States.
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Affiliation(s)
- Jianglong Han
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Bin Wang
- Department of Hepatobiliary Surgery, Renmin Hospital of Wuhan University, Wuhan, China
| | - Wenmin Liu
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Shijie Wang
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Ruyan Chen
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Mingkai Chen
- Department of Gastroenterology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Zhenming Fu
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China
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35
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Lei M, Du X, Li X, Wang F, Gu L, Guo F. LINC00665 regulates hepatocellular carcinoma by modulating mRNA via the m6A enzyme. Open Life Sci 2022; 17:71-80. [PMID: 35233461 PMCID: PMC8847717 DOI: 10.1515/biol-2022-0003] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2021] [Revised: 11/05/2021] [Accepted: 12/12/2021] [Indexed: 12/13/2022] Open
Abstract
This study aimed to reveal the mechanism by which long noncoding RNAs (lncRNAs) modulate hepatocellular carcinoma (HCC) by regulating mRNA via the N6-methyladenosine (m6A) enzyme. The expression and clinical data of 365 HCC patients and 50 healthy control samples were downloaded from the the Cancer Genome Atlas (TCGA) database. Differentially expressed lncRNAs (DElncRNAs) and differentially expressed mRNAs (DEmRNAs) screened using limma packages from the R. m6A2Target database were used to predict the relationship between m6A enzyme-lncRNA and m6A enzyme-mRNA. The mRNAs in the lncRNA-m6A enzyme-mRNA network were subjected to enrichment analysis. Cox regression analysis was used to screen for RNAs significantly related to HCC prognosis. The expression of differentially expressed RNAs (DERs) was verified using the TCGA dataset and GSE55092. Eighty-five DElncRNAs and 747 DEmRNAs were identified. The mRNAs in the lncRNA-m6A enzyme-mRNA network were primarily involved in mitotic cell division, the p53 signaling pathway, and the cell cycle. Three lncRNAs and 14 mRNAs were significantly associated with HCC prognosis. Furthermore, the expression of 12 DERs differed significantly between patients in the early and advanced stages. LINC00665 was predicted to regulate 11 mRNAs by modulating IGF2BP1, IGF2BP2, and YTHDF1. Thus, this study provides new insights into the roles of lncRNA and m6A enzymes in HCC.
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Affiliation(s)
- Ming Lei
- Nursing Health Sciences College, Yunnan Open University , Kunming , Yunnan, 650500 , China
| | - Xinghua Du
- Laboratory Medicine Department, The Integrated Traditional Chinese and Western Medicine Hospital of Yunnan Province , Kunming , Yunnan, 650224 , China
| | - Xiaokai Li
- Hepatobiliary Surgery Department, The First Affiliated Hospital of Kunming Medical University , Kunming , Yunnan, 650032 , China
| | - Fuke Wang
- Sport Medicine Department, The First Affiliated Hospital of Kunming Medical University , Kunming , Yunnan, 650032 , China
| | - Ling Gu
- Pain Department, The First Affiliated Hospital of Kunming Medical University , Kunming , Yunnan, 650032 , China
| | - Feng Guo
- The Clinical Skills Training Center, Kunming Medical University, No. 1168 Chunrongxi Road Chenggong District , Kunming , Yunnan, 650500 , China
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Słomka A, Wang B, Mocan T, González-Carmona M, Strassburg CP, Lukacs-Kornek V, Kornek MT. Extracellular vesicles small RNA clusters: hit the nail on the head of liver cancer detection. Hepatobiliary Surg Nutr 2022; 11:100-102. [PMID: 35284519 DOI: 10.21037/hbsn-21-421] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Accepted: 10/25/2021] [Indexed: 12/14/2022]
Affiliation(s)
- Artur Słomka
- Department of Pathophysiology, Nicolaus Copernicus University in Toruń, Ludwik Rydygier Collegium Medicum, Bydgoszcz, Poland
| | - Bingduo Wang
- Department of Internal Medicine I, University Hospital of the Rheinische Friedrich-Wilhelms-University, Bonn, Germany
| | - Tudor Mocan
- Octavian Fodor Institute for Gastroenterology and Hepatology, Iuliu Haţieganu, University of Medicine and Pharmacy, Cluj-Napoca, Romania
| | - Maria González-Carmona
- Department of Internal Medicine I, University Hospital of the Rheinische Friedrich-Wilhelms-University, Bonn, Germany
| | - Christian P Strassburg
- Department of Internal Medicine I, University Hospital of the Rheinische Friedrich-Wilhelms-University, Bonn, Germany
| | - Veronika Lukacs-Kornek
- Institute of Experimental Immunology, University Hospital of the Rheinische Friedrich-Wilhelms-University, Bonn, Germany
| | - Miroslaw T Kornek
- Department of Internal Medicine I, University Hospital of the Rheinische Friedrich-Wilhelms-University, Bonn, Germany
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37
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Mohr R, Tacke F. Therapie des hepatozellulären Karzinoms – eine neue Dekade? Drug Res (Stuttg) 2021; 71:S22-S23. [PMID: 34788884 DOI: 10.1055/a-1606-5955] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
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38
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Liu X, Yang W, Petrick JL, Liao LM, Wang W, He N, Campbell PT, Zhang ZF, Giovannucci E, McGlynn KA, Zhang X. Higher intake of whole grains and dietary fiber are associated with lower risk of liver cancer and chronic liver disease mortality. Nat Commun 2021; 12:6388. [PMID: 34737258 PMCID: PMC8568891 DOI: 10.1038/s41467-021-26448-9] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2021] [Accepted: 09/27/2021] [Indexed: 01/01/2023] Open
Abstract
The relationship between dietary factors and liver disease remains poorly understood. This study evaluated the associations of whole grain and dietary fiber intake with liver cancer risk and chronic liver disease mortality. The National Institutes of Health–American Association of Retired Persons Diet and Health Study cohort recruited 485, 717 retired U.S. participants in 1995–1996. Follow-up through 2011 identified 940 incident liver cancer cases and 993 deaths from chronic liver disease. Compared with the lowest, the highest quintile of whole grain intake was associated with lower liver cancer risk (Hazard ratio [HR]Q5 vs. Q1 = 0.78, 95% confidence interval [CI]: 0.63–0.96) and chronic liver disease mortality (HRQ5 vs. Q1 = 0.44, 95% CI: 0.35–0.55) in multivariable Cox models. Dietary fiber was also associated with lower liver cancer risk (HRQ5 vs. Q1 = 0.69, 95% CI: 0.53–0.90) and chronic liver disease mortality (HRQ5 vs. Q1 = 0.37, 95% CI: 0.29–0.48). Fiber from vegetables, beans and grains showed potential protective effect. Here, we show that higher intake of whole grain and dietary fiber are associated with lower risk of liver cancer and liver disease mortality. Higher intake of dietary fiber and whole grains are associated with reduced risk of various diseases including some cancers. Here, the authors estimate reductions in liver cancer of 22% and 31% and chronic liver disease mortality of 56% and 63% associated with increased whole grain and dietary fiber intake, respectively.
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Affiliation(s)
- Xing Liu
- Department of Nutrition, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA.,Department of Epidemiology, School of Public Health, Fudan University, Shanghai, P.R. China
| | - Wanshui Yang
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.,Department of Nutrition, School of Public Health, Anhui Medical University, Hefei, Anhui, P.R. China
| | | | - Linda M Liao
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Weibing Wang
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, P.R. China
| | - Na He
- Department of Epidemiology, School of Public Health, Fudan University, Shanghai, P.R. China
| | - Peter T Campbell
- Behavioral and Epidemiology Research Group, American Cancer Society, Atlanta, GA, USA
| | - Zuo-Feng Zhang
- Department of Epidemiology, Fielding School of Public Health, University of California, Los Angeles, CA, USA.,Jonsson Comprehensive Cancer Center, UCLA, Los Angeles, CA, USA
| | - Edward Giovannucci
- Department of Nutrition, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA.,Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.,Department of Epidemiology, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA
| | - Katherine A McGlynn
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Xuehong Zhang
- Department of Nutrition, T.H. Chan School of Public Health, Harvard University, Boston, MA, USA. .,Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
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39
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Nie G, Peng D, Li B, Lu J, Cai Y, Xiong X, Cheng N. Diagnostic Accuracy of Serum/Plasma Circular RNAs and the Combination of Circular RNAs and α-Fetoprotein for Detecting Hepatocellular Carcinoma: A Meta-Analysis. Front Genet 2021; 12:722208. [PMID: 34659344 PMCID: PMC8514948 DOI: 10.3389/fgene.2021.722208] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2021] [Accepted: 08/19/2021] [Indexed: 02/05/2023] Open
Abstract
The lack of an accurate biomarker in hepatocellular carcinoma (HCC) has hindered early detection, diagnosis, and treatment. Circular RNAs (circRNAs), which can be used as novel biomarkers in liquid biopsies, have been brought to light as a result of the advances in research on molecular biomarkers and the progression of genomic medicine. We conducted a meta-analysis of the diagnostic accuracy of serum/plasma circRNAs or the combination of circRNAs and α-fetoprotein (AFP) in HCC. We identified eight studies that met the inclusion/exclusion criteria from PubMed, Web of Science, EMBASE, and Cochrane Library databases. The data were pooled, and the sensitivity, specificity, diagnostic odds ratio (DOR), positive likelihood ratio (+LR), and negative likelihood ratio (-LR) with 95% confidence intervals (CIs) were calculated. The areas under the summary receiver operator characteristic (SROC) curves (AUCs) were also calculated. The sensitivity of circRNAs was 0.82 (95% CI: 0.78-0.85), and the specificity was 0.82 (95% CI: 0.78-0.86). The sensitivity of AFP was 0.65 (95% CI: 0.61-0.68), and the specificity was 0.90 (95% CI: 0.85-0.93). The AUC was 0.89 (95% CI: 0.86-0.91) for circRNAs and 0.77 (95% CI: 0.74-0.81) for AFP. The sensitivity of the combination of circRNAs and AFP was 0.88 (95% CI: 0.84-0.92), specificity was 0.86 (95% CI: 0.80-0.91), and AUC was 0.94 (95% CI: 0.91-0.96). Additionally, a subgroup analysis was conducted based on the control groups used; the diagnostic accuracy was particularly high in the comparison of HCC vs. healthy controls. In summary, serum/plasma circRNAs are accurate biomarkers suitable for clinical use for detecting HCC, and the combination of circRNAs and AFP improved the diagnostic accuracy.
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Affiliation(s)
- Guilin Nie
- Department of Biliary Surgery, West China Hospital of Sichuan University, Chengdu, China.,Department of Biliary Disease Research Center, West China Hospital of Sichuan University, Chengdu, China
| | - Dingzhong Peng
- Department of Biliary Surgery, West China Hospital of Sichuan University, Chengdu, China
| | - Bei Li
- Department of Biliary Surgery, West China Hospital of Sichuan University, Chengdu, China
| | - Jiong Lu
- Department of Biliary Surgery, West China Hospital of Sichuan University, Chengdu, China
| | - Yulong Cai
- Department of Biliary Surgery, West China Hospital of Sichuan University, Chengdu, China
| | - Xianze Xiong
- Department of Biliary Surgery, West China Hospital of Sichuan University, Chengdu, China
| | - Nansheng Cheng
- Department of Biliary Surgery, West China Hospital of Sichuan University, Chengdu, China
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40
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Mintz KJ, Leblanc RM. The use of nanotechnology to combat liver cancer: Progress and perspectives. Biochim Biophys Acta Rev Cancer 2021; 1876:188621. [PMID: 34454983 DOI: 10.1016/j.bbcan.2021.188621] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2021] [Revised: 08/21/2021] [Accepted: 08/24/2021] [Indexed: 01/04/2023]
Abstract
Liver cancer is one of the most common cancers worldwide and is also one of the most difficult cancers to treat, resulting in almost one million deaths per year, and the danger of this cancer is compounded when the tumor is nonresectable. Hepatocellular carcinoma (HCC) is the most common type of liver cancer and has the third highest mortality rate worldwide. Considering the morbid statistics surrounding this cancer it is a popular research topic to target for better therapy practices. This review summarizes the role of nanotechnology in these endeavors. Nanoparticles (NPs) are a very broad class of material and many different kinds have been used to potentially combat liver cancer. Gold, silver, platinum, metal oxide, calcium, and selenium NPs as well as less common materials are all inorganic NPs that have been used as a therapeutic, carrier, or imaging agent in drug delivery systems (DDS) and these efforts are described. Carbon-based NPs, including polymeric, polysaccharide, and lipid NPs as well as carbon dots, have also been widely studied for this purpose and the role they play in DDS for the treatment of liver cancer is illustrated in this review. The multifunctional nature of many NPs described herein, allows these systems to display high anticancer activity in vitro and in vivo and highlights the advantage of and need for combinatorial therapy in treating this difficult cancer. These works are summarized, and future directions are presented for this promising field.
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Affiliation(s)
- Keenan J Mintz
- Department of Chemistry, University of Miami, Coral Gables, FL 33146, USA; Department of Materials Science and Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Roger M Leblanc
- Department of Chemistry, University of Miami, Coral Gables, FL 33146, USA.
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41
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Lee YT, Tran BV, Wang JJ, Liang IY, You S, Zhu Y, Agopian VG, Tseng HR, Yang JD. The Role of Extracellular Vesicles in Disease Progression and Detection of Hepatocellular Carcinoma. Cancers (Basel) 2021; 13:3076. [PMID: 34203086 PMCID: PMC8233859 DOI: 10.3390/cancers13123076] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Revised: 06/15/2021] [Accepted: 06/17/2021] [Indexed: 02/07/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the most common primary liver malignancy and one of the leading causes of cancer-related death worldwide. Despite the improvements in surveillance and treatment, the prognosis of HCC remains poor. Extracellular vesicles (EVs) are a heterogeneous group of phospholipid bilayer-enclosed particles circulating in the bloodstream and mediating intercellular communication. Emerging studies have shown that EVs play a crucial role in regulating the proliferation, immune escape, and metastasis of HCC. In addition, because EVs are present in the circulation at relatively early stages of disease, they are getting attention as an attractive biomarker for HCC detection. Over the past decade, dedicated efforts have been made to isolate EVs more efficiently and make them useful tools in different clinical settings. In this review article, we provide an overview of the EVs isolation methods and highlight the role of EVs as mediators in the pathogenesis and progression of HCC. Lastly, we summarize the potential applications of EVs in early-stage HCC detection.
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Affiliation(s)
- Yi-Te Lee
- California NanoSystems Institute, Crump Institute for Molecular Imaging, University of California, Los Angeles, CA 90095, USA; (Y.-T.L.); (I.Y.L.); (Y.Z.); (H.-R.T.)
- Department of Molecular and Medical Pharmacology, University of California, Los Angeles, CA 90095, USA;
| | - Benjamin V. Tran
- Department of Surgery, University of California, Los Angeles, CA 90095, USA; (B.V.T.); (V.G.A.)
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, CA 90048, USA
| | - Jasmine J. Wang
- Department of Molecular and Medical Pharmacology, University of California, Los Angeles, CA 90095, USA;
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA;
| | - Icy Y. Liang
- California NanoSystems Institute, Crump Institute for Molecular Imaging, University of California, Los Angeles, CA 90095, USA; (Y.-T.L.); (I.Y.L.); (Y.Z.); (H.-R.T.)
| | - Sungyong You
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA;
- Division of Cancer Biology and Therapeutics, Departments of Surgery, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Yazhen Zhu
- California NanoSystems Institute, Crump Institute for Molecular Imaging, University of California, Los Angeles, CA 90095, USA; (Y.-T.L.); (I.Y.L.); (Y.Z.); (H.-R.T.)
- Department of Molecular and Medical Pharmacology, University of California, Los Angeles, CA 90095, USA;
| | - Vatche G. Agopian
- Department of Surgery, University of California, Los Angeles, CA 90095, USA; (B.V.T.); (V.G.A.)
- Jonsson Comprehensive Cancer Center, University of California, Los Angeles, CA 90048, USA
| | - Hsian-Rong Tseng
- California NanoSystems Institute, Crump Institute for Molecular Imaging, University of California, Los Angeles, CA 90095, USA; (Y.-T.L.); (I.Y.L.); (Y.Z.); (H.-R.T.)
- Department of Molecular and Medical Pharmacology, University of California, Los Angeles, CA 90095, USA;
| | - Ju Dong Yang
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA;
- Karsh Division of Gastroenterology and Hepatology, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
- Comprehensive Transplant Center Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
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