51
|
Wang Z, Zhang S. Multi-omic analyses of hepatocellular carcinoma to determine immunological characteristics and key nodes in gene-expression network. Biosci Rep 2021; 41:BSR20211241. [PMID: 34212175 PMCID: PMC8276092 DOI: 10.1042/bsr20211241] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Revised: 06/28/2021] [Accepted: 07/01/2021] [Indexed: 12/15/2022] Open
Abstract
Hepatocellular carcinoma (HCC) is a common malignant tumor worldwide, but effective immunotherapy is still limited for those affected. Therefore, there is an urgent need to explore the specific mechanisms governing tumor immunity to improve the survival rate for those diagnosed with HCC. In the present study, we performed a new immune stratification of HCC samples into two subclasses (A and B) from The Cancer Genome Atlas and the International Cancer Genome Consortium databases, and comprehensive multi-omic analyses of major histocompatibility complex genes, gene copy-number variations, somatic mutations, DNA methylation, and non-coding RNAs. Subclass A was found to have a higher survival rate compared with subclass B, and there were significant immunological differences between the two clusters. Based on these differences, we identified DRD1 and MYCN as key hub genes in the immune-phenotype gene expression regulatory network. These results provide novel ideas and evidence for HCC regulatory mechanisms that may improve immunotherapy for this cancer.
Collapse
Affiliation(s)
- Zhihui Wang
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
- Zhengzhou Key Laboratory of Hepatobiliary and Pancreatic Surgery and Digestive Organ Transplantation at Henan Universities, Zhengzhou 450052, China
- Open and Key Laboratory of Hepatobiliary and Pancreatic Surgery and Digestive Organ Transplantation at Henan Universities, Zhengzhou 450052, China
- Henan Key Laboratory of Digestive Organ Transplantation, Zhengzhou 450052, China
| | - Shuijun Zhang
- Department of Hepatobiliary and Pancreatic Surgery, The First Affiliated Hospital of Zhengzhou University, Zhengzhou 450052, China
- Zhengzhou Key Laboratory of Hepatobiliary and Pancreatic Surgery and Digestive Organ Transplantation at Henan Universities, Zhengzhou 450052, China
- Open and Key Laboratory of Hepatobiliary and Pancreatic Surgery and Digestive Organ Transplantation at Henan Universities, Zhengzhou 450052, China
- Henan Key Laboratory of Digestive Organ Transplantation, Zhengzhou 450052, China
| |
Collapse
|
52
|
Ding LH, Yu Y, Edmondson EF, Weil MM, Pop LM, McCarthy M, Ullrich RL, Story MD. Transcriptomic analysis links hepatocellular carcinoma (HCC) in HZE ion irradiated mice to a human HCC subtype with favorable outcomes. Sci Rep 2021; 11:14052. [PMID: 34234215 PMCID: PMC8263559 DOI: 10.1038/s41598-021-93467-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Accepted: 06/15/2021] [Indexed: 12/27/2022] Open
Abstract
High-charge, high-energy ion particle (HZE) radiations are extraterrestrial in origin and characterized by high linear energy transfer (high-LET), which causes more severe cell damage than low-LET radiations like γ-rays or photons. High-LET radiation poses potential cancer risks for astronauts on deep space missions, but the studies of its carcinogenic effects have relied heavily on animal models. It remains uncertain whether such data are applicable to human disease. Here, we used genomics approaches to directly compare high-LET radiation-induced, low-LET radiation-induced and spontaneous hepatocellular carcinoma (HCC) in mice with a human HCC cohort from The Cancer Genome Atlas (TCGA). We identified common molecular pathways between mouse and human HCC and discovered a subset of orthologous genes (mR-HCC) that associated high-LET radiation-induced mouse HCC with a subgroup (mrHCC2) of the TCGA cohort. The mrHCC2 TCGA cohort was more enriched with tumor-suppressing immune cells and showed a better prognostic outcome than other patient subgroups.
Collapse
Affiliation(s)
- Liang-Hao Ding
- Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA
| | - Yongjia Yu
- Department of Radiation Oncology, The University of Texas Medical Branch, Galveston, TX, 77555, USA
| | - Elijah F Edmondson
- Frederick National Laboratory for Cancer Research, Frederick, MD, 21702, USA
| | - Michael M Weil
- Department of Environmental and Radiological Health Sciences, Colorado State University, Fort Collins, CO, 80523, USA
| | - Laurentiu M Pop
- Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA
| | | | | | - Michael D Story
- Department of Radiation Oncology, The University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA. .,Harold C. Simmons Comprehensive Cancer Center, The University of Texas Southwestern Medical Center, Dallas, TX, 75390, USA.
| |
Collapse
|
53
|
Xin H, Liang D, Zhang M, Ren D, Chen H, Zhang H, Li S, Ding G, Zhang C, Ding Z, Wu L, Han W, Zhou W, Chen Y, Luo H, Wang Y, Zhang H, Liu S, Li N. The CD68+ macrophages to CD8+ T-cell ratio is associated with clinical outcomes in hepatitis B virus (HBV)-related hepatocellular carcinoma. HPB (Oxford) 2021; 23:1061-1071. [PMID: 33309570 DOI: 10.1016/j.hpb.2020.11.002] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2020] [Revised: 10/28/2020] [Accepted: 11/09/2020] [Indexed: 01/27/2023]
Abstract
BACKGROUND Tumor microenvironment plays an essential role during the progression of hepatocellular carcinoma (HCC). Tumor infiltrating immune cells (TILs) was an important component of tumor microenvironment. However, whether TIL features are correlated with the prognosis of HCC patients remains unclear. METHODS Cancer tissue and paired paracancerous tissues from 220 stage II∼III HBV-related HCC patients were collected. TILs were analyzed using a tyramide signal amplification system combined with immunohistochemistry. Kaplan-Meier survival analysis was conducted to investigate the associations between the prognosis and the infiltrating pattern of TILs. RESULTS The patients were classified into three distinct subgroups (Clusters (C)1-3) with different overall survival (OS) and disease-free survival (DFS) according to the distribution pattern of TILs. The CD68/CD8 ratio in the cancer SA was correlated with the prognosis. Patients with a higher CD68/CD8 ratio exhibited poorer OS and DFS than those with a lower ratio. The CD68/CD8 ratio in the cancer SA was an independent factor for OS prediction but not DFS. CONCLUSION CD68+ macrophages and CD8+ T-cells are essential immunological determinants for HBV-related HCC prognosis, and the CD68/CD8 ratio in cancer SA is a novel, prognostic factor for OS prediction in HBV-related HCC patients.
Collapse
Affiliation(s)
- Haibei Xin
- Department of Hepatic Surgery I (Ward I), Shanghai Eastern Hepatobiliary Surgery Hospital, Shanghai, China
| | | | - Minfeng Zhang
- Department of Hepatic Surgery I (Ward I), Shanghai Eastern Hepatobiliary Surgery Hospital, Shanghai, China
| | - Dandan Ren
- Genecast Biotechnology Co., Ltd, Wuxi, China
| | - Huan Chen
- Genecast Biotechnology Co., Ltd, Wuxi, China
| | - Hao Zhang
- Department of Surgery Huashan Hospital Affiliated to Fudan University, Shanghai, China
| | - Shanshan Li
- Department of Hepatic Surgery I (Ward I), Shanghai Eastern Hepatobiliary Surgery Hospital, Shanghai, China
| | - Guanghui Ding
- Department of Hepatic Surgery I (Ward I), Shanghai Eastern Hepatobiliary Surgery Hospital, Shanghai, China
| | - Cunzhen Zhang
- Department of Hepatic Surgery I (Ward I), Shanghai Eastern Hepatobiliary Surgery Hospital, Shanghai, China
| | - Zhiwen Ding
- Department of Hepatic Surgery I (Ward I), Shanghai Eastern Hepatobiliary Surgery Hospital, Shanghai, China
| | - Lihong Wu
- Genecast Biotechnology Co., Ltd, Wuxi, China
| | - Wenbo Han
- Genecast Biotechnology Co., Ltd, Wuxi, China
| | - Wei Zhou
- Genecast Biotechnology Co., Ltd, Wuxi, China
| | - Yanhui Chen
- Genecast Biotechnology Co., Ltd, Wuxi, China
| | - Hongli Luo
- Genecast Biotechnology Co., Ltd, Wuxi, China
| | - Yating Wang
- Genecast Biotechnology Co., Ltd, Wuxi, China
| | - Henghui Zhang
- Genecast Biotechnology Co., Ltd, Wuxi, China; Institute of Infectious Diseases, Beijing Ditan Hospital, Capital Medical University, Beijing, China.
| | - Shupeng Liu
- Department of Obstetrics and Gynecology, Shanghai Tenth People's Hospital, Tongji University, Shanghai, China.
| | - Nan Li
- Department of Hepatic Surgery I (Ward I), Shanghai Eastern Hepatobiliary Surgery Hospital, Shanghai, China.
| |
Collapse
|
54
|
Rimini M, Yoo C, Lonardi S, Masi G, Piscaglia F, Kim HD, Rizzato MD, Salani F, Ielasi L, Forgione A, Bang Y, Soldà C, Catanese S, Sansone V, Ryu MH, Ryoo BY, Burgio V, Cucchetti A, Cascinu S, Casadei-Gardini A. Role of the prognostic nutritional index in predicting survival in advanced hepatocellular carcinoma treated with regorafenib. Hepatol Res 2021; 51:796-802. [PMID: 34005839 DOI: 10.1111/hepr.13669] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/27/2021] [Revised: 04/21/2021] [Accepted: 05/14/2021] [Indexed: 12/28/2022]
Abstract
AIM A link has been established between malnutrition, immunological status, and hepatocellular carcinoma (HCC). The prognostic nutritional index (PNI) has been recognized as a prognostic indicator in early-stage HCC and in patients treated with first-line therapy. However, to date, the role of the PNI in HCC patients treated with regorafenib has not been reported. METHODS We undertook a multicentric analysis on a cohort of 284 patients affected by advanced HCC treated with regorafenib. The PNI was calculated as follows: 10 × serum albumin concentration (g/dl) + 0.005 × peripheral lymphocyte count (number/mm3 ). Univariate and multivariate analyses were used to investigate the association between PNI and survival outcomes. RESULTS A PNI cut-off value of 44.45 was calculated by a receiver operating characteristic analysis. The median overall survival was 12.8 and 7.8 months for patients with high (>44.45) and low (≤44.45) PNI, respectively (hazard ratio, 0.58; 95% confidence interval, 0.43-0.77; p = 0.0002). In the univariate and multivariate analyses, low PNI value and increased serum bilirubin level emerged as independent prognostic factors for overall survival. No differences were found between high and low PNI in terms of progression-free survival (p = 0.14). CONCLUSION If validated, the PNI could represent an easy-to-use prognostic tool able to guide the clinical decision-making process in HCC patients treated with regorafenib.
Collapse
Affiliation(s)
- Margherita Rimini
- Division of Oncology, Department of Oncology and Hematology, University Hospital Modena, Modena, Italy
| | - Changoon Yoo
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sara Lonardi
- Early Phase Clinical Trial Unit, Department of Oncology, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy.,Medical Oncology Unit 1, Department of Oncology, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Gianluca Masi
- Unit of Medical Oncology, Pisa University Hospital, Pisa, Italy
| | - Fabio Piscaglia
- Division of Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Hyung-Don Kim
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Mario D Rizzato
- Medical Oncology Unit 1, Department of Oncology, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | | | - Luca Ielasi
- Division of Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy.,Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Antonella Forgione
- Division of Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy.,Department of Medical and Surgical Sciences, University of Bologna, Bologna, Italy
| | - Yeonghak Bang
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Caterina Soldà
- Medical Oncology Unit 1, Department of Oncology, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Silvia Catanese
- Unit of Medical Oncology, Pisa University Hospital, Pisa, Italy
| | - Vito Sansone
- Division of Internal Medicine, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Min-Hee Ryu
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Baek-Yeol Ryoo
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Valentina Burgio
- Department of Oncology, IRCCS San Raffaele Scientific Institute Hospital, Milan, Italy
| | - Alessandro Cucchetti
- Department of Medical and Surgical Sciences-DIMEC, Alma Mater Studiorum - University of Bologna, Bologna, Italy.,Department of Surgery, Morgagni-Pierantoni Hospital, Forlì, Italy
| | - Stefano Cascinu
- Department of Oncology, IRCCS San Raffaele Scientific Institute Hospital, Milan, Italy.,Vita-Salute San Raffaele University, Milan, Italy
| | - Andrea Casadei-Gardini
- Department of Oncology, IRCCS San Raffaele Scientific Institute Hospital, Milan, Italy.,Vita-Salute San Raffaele University, Milan, Italy
| |
Collapse
|
55
|
Xu Y, He X, Deng J, Xiong L, Li Y, Zhang X, Chen W, Liu X, Xu X. Comprehensive Analysis of the Immune Infiltrates and PD-L1 of m 6A RNA Methylation Regulators in Hepatocellular Carcinoma. Front Cell Dev Biol 2021; 9:681745. [PMID: 34277622 PMCID: PMC8277965 DOI: 10.3389/fcell.2021.681745] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Accepted: 05/28/2021] [Indexed: 12/28/2022] Open
Abstract
Recently, N6-methyladenosine (m6A) RNA methylation in eukaryotic mRNA has become increasingly obvious in the pathogenesis and prognosis of cancer. Moreover, tumor microenvironment is involved in the regulation of tumorigenesis. In our research, the clinical data, including 374 tumor and 50 normal patients, were obtained from The Cancer Genome Atlas (TCGA). Then 19 m6A regulators were selected from other studies. Hepatocellular carcinoma (HCC) patients were clustered in cluster1/2, according to the consensus clustering for the m6A RNA regulators. We found that m6A regulators were upregulated in cluster1. The cluster1 was associated with higher programmed death ligand 1 (PD-L1) expression level, higher immunoscore, worse prognosis, and distinct immune cell infiltration compared with cluster2. Five risk signatures were identified, including YTH N6-methyladenosine RNA-binding protein 1, YTHDF2, heterogeneous nuclear ribonucleoprotein C, WT1-associated protein, and methyltransferase-like 3, based on univariate Cox and least absolute shrinkage and selection operator regression analysis. High-risk group and low-risk group HCC patients were selected based on the risk score. Similarly, the high-risk group was extremely associated with higher PD-L1 expression level, higher grade, and worse overall survival (OS). Also, cluster1 was mainly enriched in high-risk group. Receiver operating characteristic (ROC) and a nomogram were used to predict the ability and the probability of 3- and 5-year OS of HCC patients. The time-dependent ROC curve (AUC) reached 0.77, 0.67, and 0.68 at 1, 3, and 5 years in the training dataset. Also, AUC areas of 1, 3, and 5 years were 0.7, 0.63, and 0.55 in the validation dataset. The gene set enrichment analysis showed that MTOR signaling pathway and WNT signaling pathway were correlated with cluster1 and high-risk group. Collectively, the research showed that the m6A regulators were significantly associated with tumor immune microenvironment in HCC. Risk characteristics based on m6A regulators may predict prognosis in patients with HCC and provide a new therapeutic target for improving the efficacy of immunotherapy.
Collapse
Affiliation(s)
- Yangtao Xu
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Xiaoqin He
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Junjian Deng
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Lin Xiong
- Department of Pathology, Renmin Hospital of Wuhan University, Wuhan, China
| | - Yue Li
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Xiaoyu Zhang
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Wenliang Chen
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Xin Liu
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China
| | - Ximing Xu
- Cancer Center, Renmin Hospital of Wuhan University, Wuhan, China
| |
Collapse
|
56
|
de Mattos ÂZ, Debes JD, Boonstra A, Yang JD, Balderramo DC, Sartori GDP, de Mattos AA. Current impact of viral hepatitis on liver cancer development: The challenge remains. World J Gastroenterol 2021; 27:3556-3567. [PMID: 34239269 PMCID: PMC8240060 DOI: 10.3748/wjg.v27.i24.3556] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/29/2021] [Revised: 03/11/2021] [Accepted: 04/21/2021] [Indexed: 02/06/2023] Open
Abstract
Chronic infections due to hepatitis B and hepatitis C viruses are responsible for most cases of hepatocellular carcinoma (HCC) worldwide, and this association is likely to remain during the next decade. Moreover, viral hepatitis-related HCC imposes an important burden on public health in terms of disability-adjusted life years. In order to reduce such a burden, some major challenges must be faced. Universal vaccination against hepatitis B virus, especially in the neonatal period, is probably the most relevant primary preventive measure against the development of HCC. Moreover, considering the large adult population already infected with hepatitis B and C viruses, it is also imperative to identify these individuals to ensure their access to treatment. Both hepatitis B and C currently have highly effective therapies, which are able to diminish the risk of development of liver cancer. Finally, it is essential for individuals at high-risk of HCC to be included in surveillance programs, so that tumors are detected at an early stage. Patients with hepatitis B or C and advanced liver fibrosis or cirrhosis benefit from being followed in a surveillance program. As hepatitis B virus is oncogenic and capable of leading to liver cancer even in individuals with early stages of liver fibrosis, other high-risk groups of patients with hepatitis B are also candidates for surveillance. Considerable effort is required concerning these strategies in order to decrease the incidence and the mortality of viral hepatitis-related HCC.
Collapse
MESH Headings
- Adult
- Carcinoma, Hepatocellular/epidemiology
- Carcinoma, Hepatocellular/etiology
- Carcinoma, Hepatocellular/prevention & control
- Hepatitis B/complications
- Hepatitis B/epidemiology
- Hepatitis B/prevention & control
- Hepatitis B virus
- Hepatitis B, Chronic/complications
- Hepatitis B, Chronic/epidemiology
- Hepatitis, Viral, Human/complications
- Hepatitis, Viral, Human/epidemiology
- Humans
- Infant, Newborn
- Liver Neoplasms/epidemiology
- Liver Neoplasms/prevention & control
- Risk Factors
Collapse
Affiliation(s)
- Ângelo Zambam de Mattos
- Department of Gastroenterology and Hepatology, Federal University of Health Sciences of Porto Alegre, Porto Alegre 90020-090, Brazil
- Gastroenterology and Hepatology Unit, Irmandade Santa Casa de Misericórdia de Porto Alegre, Porto Alegre 90050-170, Brazil
| | - Jose D Debes
- Department of Medicine, Division of Gastroenterology and Infectious Diseases, University of Minnesota, Minneapolis, MN 55455, United States
- Department of Gastroenterology and Hepatology, Erasmus Medical Center, Rotterdam NL-3015, Netherlands
| | - Andre Boonstra
- Department of Gastroenterology and Hepatology, Erasmus Medical Center, Rotterdam NL-3015, Netherlands
| | - Ju-Dong Yang
- Division of Digestive and Liver Diseases, Department of Medicine, Cedars-Sinai Medical Center, Los Angeles, CA 90048, United States
| | - Domingo C Balderramo
- Department of Gastroenterology, Hospital Privado Universitario de Córdoba, Córdoba 5016, Argentina
- Department of Medicine, Instituto Universitario de Ciencias Biomédicas de Córdoba, Córdoba 5016, Argentina
| | - Giovana D P Sartori
- Department of Internal Medicine, Hospital Nossa Senhora da Conceição, Porto Alegre 91350-200, Brazil
| | - Angelo Alves de Mattos
- Department of Gastroenterology and Hepatology, Federal University of Health Sciences of Porto Alegre, Porto Alegre 90020-090, Brazil
- Gastroenterology and Hepatology Unit, Irmandade Santa Casa de Misericórdia de Porto Alegre, Porto Alegre 90050-170, Brazil
| |
Collapse
|
57
|
Dyhl-Polk A, Mikkelsen MK, Ladekarl M, Nielsen DL. Clinical Trials of Immune Checkpoint Inhibitors in Hepatocellular Carcinoma. J Clin Med 2021; 10:2662. [PMID: 34208788 PMCID: PMC8234948 DOI: 10.3390/jcm10122662] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2021] [Revised: 06/09/2021] [Accepted: 06/10/2021] [Indexed: 02/06/2023] Open
Abstract
Introduction: Several immune checkpoint inhibitors (CPIs) are under clinical development in hepatocellular carcinoma (HCC) and the field is advancing rapidly. In this comprehensive review, we discuss published results and report on ongoing clinical trials. Methods: A literature search was carried out using PubMed and EMBASE; data reported at international meetings and clinicaltrials.gov were included as well. The search was updated 5 March 2021. We evaluated studies with monotherapy CPI's, combinations of CPI's and combinations of CPI's with other treatment modalities separately. Only studies with at least 10 included patients were considered. Results: We identified 2649 records published in the English language literature. After review, 29 studies remained, including 12 studies with preliminary data only. The obtained overall response rate of PD-1/PDL-1 monotherapy in phase II studies in the second-line setting was 15-20% with disease control in approximately 60% of patients. The responses were of long duration in a subset of patients. Furthermore, the safety profiles were manageable. However, a phase III study comparing nivolumab with sorafenib in the first-line setting and a phase III study evaluating pembrolizumab versus best supportive care in the second-line setting did not meet their prespecified endpoints. More recently, a phase I/II study of nivolumab and ipilimumab has resulted in a response rate of approximately 30% with a median OS of 22 months in the second-line setting. Multiple trials have been initiated to evaluate CPIs in combination with molecularly targeted drugs, especially anti-angiogenic drugs or local therapy. A phase III study investigating atezolizumab plus bevacizumab versus sorafenib in the first-line setting showed significantly increased survival in the combination arm. Conclusions: The combination of atezolizumab and bevacizumab represents a new standard of care in the first-line setting for fit patients with preserved liver function. CPIs can produce durable tumor remission and induce long-standing anti-tumor immunity in a subgroup of patients with advanced HCC. Although phase III trials of CPI monotherapy have been negative, the combination of PD-1/PD-L1 inhibitors with other anti-angiogenic drugs, CTLA-4 inhibitors or other modalities may result in new treatment options for patients with HCC. Research on predictive biomarkers is crucial for further development of CPIs in HCC.
Collapse
Affiliation(s)
- Anne Dyhl-Polk
- Department of Oncology, Herlev and Gentofte Hospital, University of Copenhagen, Borgmester Ib Juuls Vej 1, 2730 Herlev, Denmark; (M.K.M.); (D.L.N.)
| | - Marta Kramer Mikkelsen
- Department of Oncology, Herlev and Gentofte Hospital, University of Copenhagen, Borgmester Ib Juuls Vej 1, 2730 Herlev, Denmark; (M.K.M.); (D.L.N.)
| | - Morten Ladekarl
- Department of Oncology, Clinical Cancer Research Center, Aalborg University Hospital, Hobrovej 19-22, 9000 Aalborg, Denmark;
| | - Dorte Lisbet Nielsen
- Department of Oncology, Herlev and Gentofte Hospital, University of Copenhagen, Borgmester Ib Juuls Vej 1, 2730 Herlev, Denmark; (M.K.M.); (D.L.N.)
- Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, 2200 Copenhagen, Denmark
| |
Collapse
|
58
|
Schoenberg MB, Li X, Li X, Han Y, Hao J, Miksch RC, Koch D, Börner N, Beger NT, Bucher JN, Schiergens TS, Guba MO, Werner J, Bazhin AV. The predictive value of tumor infiltrating leukocytes in Hepatocellular Carcinoma: A systematic review and meta-analysis. Eur J Surg Oncol 2021; 47:2561-2570. [PMID: 33966947 DOI: 10.1016/j.ejso.2021.04.042] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 04/26/2021] [Accepted: 04/28/2021] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND For Hepatocellular carcinoma (HCC) surgery either through resection or transplantation often provides the only chance for cure. Since hepatocarcinogenesis and postsurgical prognosis is not only dependent on cirrhosis but also on immune activation and exhaustion, many studies have investigated tumor infiltrating leukocyte (TIL) subsets. This systematic review and meta-analysis aims at describing the cell groups and their predictive power regarding overall (OS), disease free (DFS) and recurrence free survival (RFS). MATERIAL AND METHODS A systematic search of the PubMed database was conducted (PROSPERO 172324). Data on CD3+, CD8+, Treg, B cells, macrophages, neutrophil and NK-cells were collected from Pubmed and related references up to December 2018. Overall (OS), disease-free (DFS) and recurrence free survival (RFS) in dependence of high vs. low infiltration rates were compared using a random effects meta-analysis. RESULTS Altogether data from 3541 patients enrolled in 20 publications were included. Except for Tregs and Neutrophils, heterogeneity analysis was found to be moderate to high across the studies. High CD3+, CD8+, NK-cell infiltration predicted better survival (OS, DFS and RFS; p < 0.05). Higher Treg and Neutrophil infiltration predicted lower OS and DFS. For Macrophages and B cells no difference in survival could be found. DISCUSSION As with other solid tumors immune infiltration has a great influence on survival after resection. However, a considerable publication bias cannot be ruled out in mostly retrospective analyses. Nevertheless, in light of novel immune modulatory treatments this opens a new avenue towards effective and well-tolerated adjuvant treatment.
Collapse
Affiliation(s)
- Markus Bo Schoenberg
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany; German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - Xiaokang Li
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Xinyu Li
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Yongsheng Han
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Jingcheng Hao
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Chengdu Medical College, Chengdu, PR China
| | - Rainer Christoph Miksch
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Dominik Koch
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Nikolaus Börner
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Nicola Theresa Beger
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Julian Nikolaus Bucher
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Tobias Simon Schiergens
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Markus Otto Guba
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Jens Werner
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany; German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany
| | - Alexandr V Bazhin
- Department of General, Visceral, and Transplant Surgery, Ludwig-Maximilians-University Munich, Munich, Germany; German Cancer Consortium (DKTK), Partner Site Munich, Munich, Germany.
| |
Collapse
|
59
|
Bozward AG, Warricker F, Oo YH, Khakoo SI. Natural Killer Cells and Regulatory T Cells Cross Talk in Hepatocellular Carcinoma: Exploring Therapeutic Options for the Next Decade. Front Immunol 2021; 12:643310. [PMID: 33995362 PMCID: PMC8120158 DOI: 10.3389/fimmu.2021.643310] [Citation(s) in RCA: 38] [Impact Index Per Article: 9.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Accepted: 04/12/2021] [Indexed: 12/12/2022] Open
Abstract
Despite major advances in immunotherapy, hepatocellular carcinoma (HCC) remains a challenging target. Natural Killer (NK) cells are crucial components of the anti-HCC immune response, which can be manipulated for immunotherapeutic benefit as primary targets, modulators of the tumour microenvironment and in synchronising with tumour antigen specific effector CD8 cells for tumour clearance. Regulatory T cells shape the anti-tumour response from effector T cells via multiple suppressive mechanisms. Future research is needed to address the development of novel NK cell-targeted immunotherapy and on restraining Treg frequency and function in HCC. We have now entered a new era of anti-cancer treatment using checkpoint inhibitor (CPI)-based strategies. Combining GMP-NK cell immunotherapy to enhance the frequency of NK cells with CPI targeting both NK and CD8 T cells to release co-inhibitory receptors and enhance the cells anti-tumour immunity of HCC would be an attractive therapeutic option in the treatment of HCC. These therapeutic approaches should now be complemented by the application of genomic, proteomic and metabolomic approaches to understanding the microenvironment of HCC which, together with deep immune profiling of peripheral blood and HCC tissue before and during treatment, will provide the much-needed personalised medicine approach required to improve clinical outcomes for patients with HCC.
Collapse
Affiliation(s)
- Amber G. Bozward
- Centre for Liver and Gastroenterology Research and National Institute for Health Research Biomedical Research Centre (NIHR BRC) Birmingham, Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
- Centre for Rare Diseases, European Reference Network Centre- Rare Liver, Birmingham, United Kingdom
| | - Frazer Warricker
- The School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
- NIHR Biomedical Research Centre, The School of Clinical and Experimental Sciences, University of Southampton, Southampton, United Kingdom
| | - Ye H. Oo
- Centre for Liver and Gastroenterology Research and National Institute for Health Research Biomedical Research Centre (NIHR BRC) Birmingham, Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham, United Kingdom
- Centre for Rare Diseases, European Reference Network Centre- Rare Liver, Birmingham, United Kingdom
- Liver Transplant and Hepatobiliary Unit, University Hospital of Birmingham NHS Foundation Trust, Birmingham, United Kingdom
| | - Salim I. Khakoo
- The School of Clinical and Experimental Sciences, Faculty of Medicine, University of Southampton, Southampton, United Kingdom
- NIHR Biomedical Research Centre, The School of Clinical and Experimental Sciences, University of Southampton, Southampton, United Kingdom
- Liver Transplant and Hepatobiliary Unit, University Hospital of Birmingham NHS Foundation Trust, Birmingham, United Kingdom
| |
Collapse
|
60
|
CD8 + T Cell Responses during HCV Infection and HCC. J Clin Med 2021; 10:jcm10050991. [PMID: 33801203 PMCID: PMC7957882 DOI: 10.3390/jcm10050991] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2020] [Revised: 02/12/2021] [Accepted: 02/22/2021] [Indexed: 12/15/2022] Open
Abstract
Chronic hepatitis C virus (cHCV) infection is a major global health burden and the leading cause of hepatocellular carcinoma (HCC) in the Western world. The course and outcome of HCV infection is centrally influenced by CD8+ T cell responses. Indeed, strong virus-specific CD8+ T cell responses are associated with spontaneous viral clearance while failure of these responses, e.g., caused by viral escape and T cell exhaustion, is associated with the development of chronic infection. Recently, heterogeneity within the exhausted HCV-specific CD8+ T cells has been observed with implications for immunotherapeutic approaches also for other diseases. In HCC, the presence of tumor-infiltrating and peripheral CD8+ T cell responses correlates with a favorable prognosis. Thus, tumor-associated and tumor-specific CD8+ T cells are considered suitable targets for immunotherapeutic strategies. Here, we review the current knowledge of CD8+ T cell responses in chronic HCV infection and HCC and their respective failure with the potential consequences for T cell-associated immunotherapeutic approaches.
Collapse
|
61
|
Ren B, Zou L, Guo Q, Tian Y. Survival and effective prognostic factors in lung cancer patients with brain metastases treated with whole brain radiotherapy. RADIATION MEDICINE AND PROTECTION 2021. [DOI: 10.1016/j.radmp.2021.01.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022] Open
|
62
|
Pardee AD, Butterfield LH. Immunotherapy of hepatocellular carcinoma: Unique challenges and clinical opportunities. Oncoimmunology 2021; 1:48-55. [PMID: 22720211 PMCID: PMC3376967 DOI: 10.4161/onci.1.1.18344] [Citation(s) in RCA: 122] [Impact Index Per Article: 30.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Current therapies for advanced hepatocellular carcinoma (HCC) are marginally effective and exacerbate underlying liver disease. The ability of immunotherapy to elicit nontoxic, systemic, long-lived anti-tumor activity makes it particularly well-suited for use in the setting of HCC. While therapeutic benefit has been achieved in early clinical trials, the efficacy of immune-based therapies is limited by several unique properties of HCC, most notably the inherently tolerogenic character of the liver in both healthy and diseased (chronically-infected or tumor-bearing) states. Therapeutic regimens that both counteract these immunosuppressive mechanisms and amplify tumor-specific immunity are expected to profoundly improve clinical outcomes for HCC patients.
Collapse
Affiliation(s)
- Angela D Pardee
- Department of Medicine; University of Pittsburgh School of Medicine; Pittsburgh, PA USA
| | | |
Collapse
|
63
|
Pardee AD, Butterfield LH. Immunotherapy of hepatocellular carcinoma: Unique challenges and clinical opportunities. Oncoimmunology 2021. [PMID: 22720211 DOI: 10.4161/onc-i.1.1.18344] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Current therapies for advanced hepatocellular carcinoma (HCC) are marginally effective and exacerbate underlying liver disease. The ability of immunotherapy to elicit nontoxic, systemic, long-lived anti-tumor activity makes it particularly well-suited for use in the setting of HCC. While therapeutic benefit has been achieved in early clinical trials, the efficacy of immune-based therapies is limited by several unique properties of HCC, most notably the inherently tolerogenic character of the liver in both healthy and diseased (chronically-infected or tumor-bearing) states. Therapeutic regimens that both counteract these immunosuppressive mechanisms and amplify tumor-specific immunity are expected to profoundly improve clinical outcomes for HCC patients.
Collapse
Affiliation(s)
- Angela D Pardee
- Department of Medicine; University of Pittsburgh School of Medicine; Pittsburgh, PA USA
| | | |
Collapse
|
64
|
AGLR is a novel index for the prognosis of hepatocellular carcinoma patients: a retrospective study. BMC Surg 2021; 21:72. [PMID: 33536005 PMCID: PMC7860009 DOI: 10.1186/s12893-020-01037-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2020] [Accepted: 12/27/2020] [Indexed: 02/08/2023] Open
Abstract
Background Most hepatocellular carcinoma (HCC) patients’ liver function indexes are abnormal. We aimed to investigate the relationship between (alkaline phosphatase + gamma-glutamyl transpeptidase)/lymphocyte ratio (AGLR) and the progression as well as the prognosis of HCC. Methods A total of 495 HCC patients undergoing radical hepatectomy were retrospectively analyzed. We randomly divided these patients into the training cohort (n = 248) and the validation cohort (n = 247). In the training cohort, receiver operating characteristic (ROC) curve was used to determine the optimal cut-off value of AGLR for predicting postoperative survival of HCC patients, and the predictive value of AGLR was evaluated by concordance index (C-index). Further analysis of clinical and biochemical data of patients and the correlation analysis between AGLR and other clinicopathological factors were finished. Univariate and multivariate analyses were performed to identify prognostic factors for HCC patients. Survival curves were analyzed using the Kaplan–Meier method. Results According to the ROC curve analysis, the optimal predictive cut-off value of AGLR was 90. The C-index of AGLR was 0.637 in the training cohort and 0.654 in the validation cohort, respectively. Based on this value, the HCC patients were divided into the low-AGLR group (AGLR ≤ 90) and the high-AGLR group (AGLR > 90). Preoperative AGLR level was positively correlated with alpha-fetoprotein (AFP), tumor size, tumor-node-metastasis (TNM) stage, and microvascular invasion (MVI) (all p < 0.05). In the training and validation cohorts, patients with AGLR > 90 had significantly shorter OS than patients with AGLR ≤ 90 (p < 0.001). Univariate and multivariate analyses of the training cohort (HR, 1.79; 95% CI 1.21–2.69; p < 0.001) and validation cohort (HR, 1.82; 95% CI 1.35–2.57; p < 0.001) had identified AGLR as an independent prognostic factor. A new prognostic scoring model was established based on the independent predictors determined in multivariate analysis. Conclusions The elevated preoperative AGLR level indicated poor prognosis for patients with HCC; the novel prognostic scoring model had favorable predictive capability for postoperative prognosis of HCC patients, which may bring convenience for clinical management.
Collapse
|
65
|
Fountzilas C, Evans R, Alaklabi S, Iyer R. Immunotherapy in hepatocellular cancer. Adv Cancer Res 2021; 149:295-320. [PMID: 33579426 DOI: 10.1016/bs.acr.2020.12.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Hepatocellular carcinoma is a major global healthcare problem. It is closely related to chronic liver inflammation triggered by viral and non-viral insults, that can lead to exhaustion of effector T-cells. Furthermore, immune cells within the normal liver itself tend to be more immune tolerant in order to support the essential function of liver as the first processing station of molecules absorbed in the gastrointestinal tract. Dysregulation of the immune system is a hallmark of hepatocellular carcinoma. Immune checkpoint inhibitors targeting the programmed death-1 axis have shown promise as monotherapy in the management of advanced disease, but still most patients do not benefit from treatment. Most recently, combinatorial strategies with other immune checkpoint inhibitors or agents targeting the second hallmark of hepatocellular carcinoma, i.e., the activation of the vascular epithelial growth factor axis have been studied. In this paper, we review the current immunotherapy approaches for hepatocellular carcinoma and discuss novel immunotherapy approaches and optimal patient selection.
Collapse
Affiliation(s)
| | - Rachel Evans
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
| | - Sabah Alaklabi
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States
| | - Renuka Iyer
- Roswell Park Comprehensive Cancer Center, Buffalo, NY, United States.
| |
Collapse
|
66
|
Lin S, Lin Y, Fang Y, Mo Z, Hong X, Ji C, Jian Z. Clinicopathological and prognostic value of preoperative lymphocyte to monocyte ratio for hepatocellular carcinoma following curative resection: A meta-analysis including 4,092 patients. Medicine (Baltimore) 2021; 100:e24153. [PMID: 33546030 PMCID: PMC7837861 DOI: 10.1097/md.0000000000024153] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2020] [Accepted: 12/05/2020] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Previous studies have reported that lymphocyte-to-monocyte ratio (LMR) had novel prognostic value in hepatocellular carcinoma (HCC). The purpose of this meta-analysis was to synthetically evaluate the prognostic role of preoperative LMR in HCC patients following curative resection. METHODS Eligible studies were acquired through searching Pubmed, Web of Science, Cochrane Library and EMbase update to September 2019. Merged hazard ratios (HRs) and 95% confidence intervals (CIs) were applied as effect sizes. RESULTS A total of ten studies containing 4,092 patients following liver resection were enrolled in this meta-analysis. The pooled results demonstrated that preoperative elevated LMR indicated superior survival outcome (HR: 0.58, 95% CI: 0.34-0.96, P = .035) and recurrence-free survival (RFS)/disease-free survival/time to recurrence (HR = 0.76, 95% CI: 0.58-0.98, P = .034). The significant prognostic role of preoperative LMR was detected in the subgroup of all publication year, country of origin, sample sizes <300, TNM stage of I-IV and LMR cut-off value ≤4. Furthermore, high LMR was significantly associated with male, high AFP, large tumor size, incomplete tumor capsule, advanced TNM stage and BCLC stage, and presence of PVTT. CONCLUSION Elevated preoperative LMR indicated superior survival outcome in HCC patients following curative resection, and might serve as a novel prognostic biomarker.
Collapse
Affiliation(s)
| | - Ye Lin
- Department of General Surgery, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, People's Republic of China
| | - Yinghua Fang
- Department of pain, Binhaiwan Central Hospital of Dongguan, (also called The Fifth People's Hospital of Dongguan), The Dongguan Affiliated Hospital of Medical College of Jinan University, Dongguan
| | | | | | | | - Zhixiang Jian
- Department of General Surgery, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, Guangdong, People's Republic of China
| |
Collapse
|
67
|
Adoptive Cell Therapy in Hepatocellular Carcinoma: Biological Rationale and First Results in Early Phase Clinical Trials. Cancers (Basel) 2021; 13:cancers13020271. [PMID: 33450845 PMCID: PMC7828372 DOI: 10.3390/cancers13020271] [Citation(s) in RCA: 49] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2020] [Revised: 01/07/2021] [Accepted: 01/08/2021] [Indexed: 12/13/2022] Open
Abstract
The mortality of hepatocellular carcinoma (HCC) is quickly increasing worldwide. In unresectable HCC, the cornerstone of systemic treatments is switching from tyrosine kinase inhibitors to immune checkpoints inhibitors (ICI). Next to ICI, adoptive cell transfer represents another promising field of immunotherapy. Targeting tumor associated antigens such as alpha-fetoprotein (AFP), glypican-3 (GPC3), or New York esophageal squamous cell carcinoma-1 (NY-ESO-1), T cell receptor (TCR) engineered T cells and chimeric antigen receptors (CAR) engineered T cells are emerging as potentially effective therapies, with objective responses reported in early phase trials. In this review, we address the biological rationale of TCR/CAR engineered T cells in advanced HCC, their mechanisms of action, and results from recent clinical trials.
Collapse
|
68
|
Molecularly targeted photothermal ablation improves tumor specificity and immune modulation in a rat model of hepatocellular carcinoma. Commun Biol 2020; 3:783. [PMID: 33335270 PMCID: PMC7746712 DOI: 10.1038/s42003-020-01522-y] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2020] [Accepted: 11/24/2020] [Indexed: 12/14/2022] Open
Abstract
Thermal ablation is a standard therapy for patients with hepatocellular carcinoma (HCC). Contemporary ablation devices are imperfect, as they lack tumor specificity. An ideal ablation modality would generate thermal energy only within tumoral tissue. Furthermore, as hyperthermia is known to influence tumor immunity, such a tumor-specific ablation modality may have the ability to favorably modulate the tumor immune landscape. Here we show a clinically relevant thermal ablation modality that generates tumor-specific hyperthermia, termed molecularly targeted photothermal ablation (MTPA), that is based upon the excellent localization of indocyanine green to HCC. In a syngeneic rat model, we demonstrate the tumor-specific hyperthermia generated by MTPA. We also show through spatial and transcriptomic profiling techniques that MTPA favorably modulates the intratumoral myeloid population towards tumor immunogenicity and diminishes the systemic release of oncogenic cytokines relative to conventional ablation modalities. Nina Muñoz et al. present a novel thermal ablation technique, termed molecularly targeted photothermal ablation (MTPA) that generates hyperthermia specifically within tumor tissue in a clinically-relevant rat model of liver cancer. They further show that MTPA modulates the intratumoral immune profile toward stronger tumor immunogenicity while reducing the release of oncogenic cytokines relative to conventional ablation techniques.
Collapse
|
69
|
Itoh S, Yoshizumi T, Yugawa K, Imai D, Yoshiya S, Takeishi K, Toshima T, Harada N, Ikegami T, Soejima Y, Kohashi K, Oda Y, Mori M. Impact of Immune Response on Outcomes in Hepatocellular Carcinoma: Association With Vascular Formation. Hepatology 2020; 72:1987-1999. [PMID: 32112577 DOI: 10.1002/hep.31206] [Citation(s) in RCA: 86] [Impact Index Per Article: 17.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/20/2019] [Revised: 12/26/2019] [Accepted: 02/09/2020] [Indexed: 12/12/2022]
Abstract
BACKGROUND AND AIMS We investigated the prognostic value of programmed death ligand 1 (PD-L1) expression, tumor-infiltrating CD8-positive T-cell status, and their combination in hepatocellular carcinoma (HCC). Their association with PD-L1 expression and vascular formation was further explored. APPROACH AND RESULTS Using a database of 387 patients who underwent hepatic resection for HCC, immunohistochemical staining of PD-L1, CD8, and CD34 was performed. Additionally, we undertook an enzyme-linked immunosorbent assay for soluble PD-L1. Compared with patients with HCC and PD-L1-negative expression (n = 311), patients with HCC and PD-L1-positive expression (n = 76) showed significantly worse overall survival (OS; multivariate hazard ratio, 2.502; 95% confidence interval [CI], 1.716-3.649; P < 0.0001). The presence of tumor-infiltrating CD8-positive T cells was significantly correlated with longer OS (multivariate hazard ratio, 0.383; 95% CI, 0.274-0.537; P < 0.0001). Stratification based on PD-L1 expression in cancer cells and tumor-infiltrating CD8-positive T-cell status was also significantly associated with OS (log-rank, P < 0.0001). HCC with PD-L1-positive expression was significantly correlated with positivity for vessels that encapsulated tumor clusters. Serum PD-L1 levels were significantly higher in the group of patients who had PD-L1-positive expression than in the group of patients who had PD-L1-negative expression (P = 0.0158). CONCLUSIONS PD-L1 expression in cancer cells was associated with a poor clinical outcome and vascular formation in patients with HCC. Additionally, the combination of PD-L1 expression with tumor-infiltrating CD8-positive T-cell status enabled further classification of patients based on their clinical outcome. Thus, PD-L1 expression in cancer cells and tumor-infiltrating CD8-positive T-cell status might serve as predictive tissue biomarkers.
Collapse
Affiliation(s)
- Shinji Itoh
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Tomoharu Yoshizumi
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Kyohei Yugawa
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan.,Department of Anatomic Pathology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Daisuke Imai
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Shohei Yoshiya
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Kazuki Takeishi
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Takeo Toshima
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Noboru Harada
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Toru Ikegami
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Yuji Soejima
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Kenichi Kohashi
- Department of Anatomic Pathology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Yoshinao Oda
- Department of Anatomic Pathology, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Masaki Mori
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| |
Collapse
|
70
|
Schoenberg MB, Anger HJW, Bucher JN, Denk G, De Toni EN, Seidensticker M, Andrassy J, Angele MK, Werner J, Guba MO. Liver Transplantation for Extended Criteria Hepatocellular Carcinoma Using Stable Response to Locoregional Therapy and Alpha-Fetoprotein as Selection Criteria. Visc Med 2020; 36:506-515. [PMID: 33447607 PMCID: PMC7768105 DOI: 10.1159/000506752] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2019] [Accepted: 02/17/2020] [Indexed: 12/14/2022] Open
Abstract
INTRODUCTION Current practice to only prioritize hepatocellular carcinoma (HCC) that fulfill the Milan criteria (INMC) is changing, since it causes the exclusion of patients who could benefit from liver transplantation. To select patients outside MC (OUTMC) for transplantation, we implemented extended selection criteria without up-front morphometric restrictions containing surrogate parameters of tumor biology. METHODS OUTMC patients were considered without restrictions of morphometrics and received locoregional treatment after interdisciplinary consultation. Our dynamic selection criteria for OUTMC patients required (INMUC): (1) treatment response over (2) at least 6 months and (3) alpha-fetoprotein ≤400 ng/mL over the entire evaluation period. Patients with INMC tumors served as control and internal validation cohort. RESULTS 31 of 170 liver transplant candidates were OUTMC. Of these, 8 dropped out. The remaining 23 patients met the selection criteria and underwent transplantation. Recurrence-free survival was higher in patients transplanted INMC compared to those OUTMC INMUC (92.2% vs. 70.8%; p = 0.026) after 5 years of follow-up. Overall survival showed no significant difference (p = 0.552). With dynamic selection of transplant candidates, recurrence could also be predicted for the INMC patients as internal validation cohort (c-index: 0.896; CI 0.588-0.981, p = 0.005). CONCLUSION Dynamic selection criteria for the stratification of patients with OUTMC HCCs is feasible and allows for excellent long-term results and acceptable tumor recurrence rates comparable to INMC patients.
Collapse
Affiliation(s)
- Markus Bo Schoenberg
- Department of General, Visceral, and Transplantation Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | | | - Julian Nikolaus Bucher
- Department of General, Visceral, and Transplantation Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Gerald Denk
- Medical Department II, Ludwig-Maximilians-University Munich, Munich, Germany
- Transplantation Center Munich, Ludwig-Maximilians-University Munich, Campus Grosshadern, Munich, Germany
- Liver Center Munich, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Enrico Narciso De Toni
- Medical Department II, Ludwig-Maximilians-University Munich, Munich, Germany
- Liver Center Munich, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Max Seidensticker
- Department of Radiology, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Joachim Andrassy
- Department of General, Visceral, and Transplantation Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Martin Kurt Angele
- Department of General, Visceral, and Transplantation Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Jens Werner
- Department of General, Visceral, and Transplantation Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
| | - Markus Otto Guba
- Department of General, Visceral, and Transplantation Surgery, Ludwig-Maximilians-University Munich, Munich, Germany
- Transplantation Center Munich, Ludwig-Maximilians-University Munich, Campus Grosshadern, Munich, Germany
- Liver Center Munich, Ludwig-Maximilians-University Munich, Munich, Germany
| |
Collapse
|
71
|
Silva L, Egea J, Villanueva L, Ruiz M, Llopiz D, Repáraz D, Aparicio B, Lasarte-Cia A, Lasarte JJ, Ruiz de Galarreta M, Lujambio A, Sangro B, Sarobe P. Cold-Inducible RNA Binding Protein as a Vaccination Platform to Enhance Immunotherapeutic Responses Against Hepatocellular Carcinoma. Cancers (Basel) 2020; 12:cancers12113397. [PMID: 33207844 PMCID: PMC7696968 DOI: 10.3390/cancers12113397] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2020] [Revised: 11/11/2020] [Accepted: 11/11/2020] [Indexed: 02/06/2023] Open
Abstract
Therapies based on immune checkpoint inhibitors (ICPI) have yielded promising albeit limited results in patients with hepatocellular carcinoma (HCC). Vaccines have been proposed as combination partners to enhance response rates to ICPI. Thus, we analyzed the combined effect of a vaccine based on the TLR4 ligand cold-inducible RNA binding protein (CIRP) plus ICPI. Mice were immunized with vaccines containing ovalbumin linked to CIRP (OVA-CIRP), with or without ICPI, and antigen-specific responses and therapeutic efficacy were tested in subcutaneous and orthotopic mouse models of liver cancer. OVA-CIRP elicited polyepitopic T-cell responses, which were further enhanced when combined with ICPI (anti-PD-1 and anti-CTLA-4). Combination of OVA-CIRP with ICPI enhanced ICPI-induced therapeutic responses when tested in subcutaneous and intrahepatic B16-OVA tumors, as well as in the orthotopic PM299L HCC model. This effect was associated with higher OVA-specific T-cell responses in the periphery, although many tumor-infiltrating lymphocytes still displayed an exhausted phenotype. Finally, a new vaccine containing human glypican-3 linked to CIRP (GPC3-CIRP) induced clear responses in humanized HLA-A2.01 transgenic mice, which increased upon combination with ICPI. Therefore, CIRP-based vaccines may generate anti-tumor immunity to enhance ICPI efficacy in HCC, although blockade of additional checkpoint molecules and immunosuppressive targets should be also considered.
Collapse
Affiliation(s)
- Leyre Silva
- Centro de Investigación Médica Aplicada (CIMA), Universidad de Navarra, 31008 Pamplona, Spain; (L.S.); (J.E.); (L.V.); (M.R.); (D.L.); (D.R.); (B.A.); (A.L.-C.); (J.J.L.)
- IdiSNA, Instituto de Investigación Sanitaria de Navarra, 31008 Pamplona, Spain;
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas CIBEREHD, 31008 Pamplona, Spain
| | - Josune Egea
- Centro de Investigación Médica Aplicada (CIMA), Universidad de Navarra, 31008 Pamplona, Spain; (L.S.); (J.E.); (L.V.); (M.R.); (D.L.); (D.R.); (B.A.); (A.L.-C.); (J.J.L.)
- IdiSNA, Instituto de Investigación Sanitaria de Navarra, 31008 Pamplona, Spain;
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas CIBEREHD, 31008 Pamplona, Spain
| | - Lorea Villanueva
- Centro de Investigación Médica Aplicada (CIMA), Universidad de Navarra, 31008 Pamplona, Spain; (L.S.); (J.E.); (L.V.); (M.R.); (D.L.); (D.R.); (B.A.); (A.L.-C.); (J.J.L.)
- IdiSNA, Instituto de Investigación Sanitaria de Navarra, 31008 Pamplona, Spain;
| | - Marta Ruiz
- Centro de Investigación Médica Aplicada (CIMA), Universidad de Navarra, 31008 Pamplona, Spain; (L.S.); (J.E.); (L.V.); (M.R.); (D.L.); (D.R.); (B.A.); (A.L.-C.); (J.J.L.)
- IdiSNA, Instituto de Investigación Sanitaria de Navarra, 31008 Pamplona, Spain;
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas CIBEREHD, 31008 Pamplona, Spain
| | - Diana Llopiz
- Centro de Investigación Médica Aplicada (CIMA), Universidad de Navarra, 31008 Pamplona, Spain; (L.S.); (J.E.); (L.V.); (M.R.); (D.L.); (D.R.); (B.A.); (A.L.-C.); (J.J.L.)
- IdiSNA, Instituto de Investigación Sanitaria de Navarra, 31008 Pamplona, Spain;
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas CIBEREHD, 31008 Pamplona, Spain
| | - David Repáraz
- Centro de Investigación Médica Aplicada (CIMA), Universidad de Navarra, 31008 Pamplona, Spain; (L.S.); (J.E.); (L.V.); (M.R.); (D.L.); (D.R.); (B.A.); (A.L.-C.); (J.J.L.)
- IdiSNA, Instituto de Investigación Sanitaria de Navarra, 31008 Pamplona, Spain;
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas CIBEREHD, 31008 Pamplona, Spain
| | - Belén Aparicio
- Centro de Investigación Médica Aplicada (CIMA), Universidad de Navarra, 31008 Pamplona, Spain; (L.S.); (J.E.); (L.V.); (M.R.); (D.L.); (D.R.); (B.A.); (A.L.-C.); (J.J.L.)
- IdiSNA, Instituto de Investigación Sanitaria de Navarra, 31008 Pamplona, Spain;
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas CIBEREHD, 31008 Pamplona, Spain
| | - Aritz Lasarte-Cia
- Centro de Investigación Médica Aplicada (CIMA), Universidad de Navarra, 31008 Pamplona, Spain; (L.S.); (J.E.); (L.V.); (M.R.); (D.L.); (D.R.); (B.A.); (A.L.-C.); (J.J.L.)
- IdiSNA, Instituto de Investigación Sanitaria de Navarra, 31008 Pamplona, Spain;
| | - Juan José Lasarte
- Centro de Investigación Médica Aplicada (CIMA), Universidad de Navarra, 31008 Pamplona, Spain; (L.S.); (J.E.); (L.V.); (M.R.); (D.L.); (D.R.); (B.A.); (A.L.-C.); (J.J.L.)
- IdiSNA, Instituto de Investigación Sanitaria de Navarra, 31008 Pamplona, Spain;
| | - Marina Ruiz de Galarreta
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; (M.R.d.G.); (A.L.)
| | - Amaia Lujambio
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; (M.R.d.G.); (A.L.)
| | - Bruno Sangro
- IdiSNA, Instituto de Investigación Sanitaria de Navarra, 31008 Pamplona, Spain;
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas CIBEREHD, 31008 Pamplona, Spain
- Liver Unit, Clínica Universidad de Navarra, 31008 Pamplona, Spain
| | - Pablo Sarobe
- Centro de Investigación Médica Aplicada (CIMA), Universidad de Navarra, 31008 Pamplona, Spain; (L.S.); (J.E.); (L.V.); (M.R.); (D.L.); (D.R.); (B.A.); (A.L.-C.); (J.J.L.)
- IdiSNA, Instituto de Investigación Sanitaria de Navarra, 31008 Pamplona, Spain;
- Centro de Investigación Biomédica en Red Enfermedades Hepáticas y Digestivas CIBEREHD, 31008 Pamplona, Spain
- Correspondence: ; Tel.: +34-948-194700 (ext. 813009)
| |
Collapse
|
72
|
Armstrong SA, He AR. Immuno-oncology for Hepatocellular Carcinoma: The Present and the Future. Clin Liver Dis 2020; 24:739-753. [PMID: 33012456 DOI: 10.1016/j.cld.2020.07.007] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Hepatocellular carcinoma is a highly prevalent and lethal cancer that many therapeutics are being tested for this disease. It has the potential to be a highly immune-responsive tumor given its inflammatory origins. The first immunotherapies were anti-programmed death-1 monotherapies, which improved response rates and survival. Novel immunotherapy combinations and immunotherapy show promise in frontline treatment. The novel antibody therapy combination of atezolizumab and bevacizumab may be practice changing. Although these landmark studies seem to offer new treatment options, the role of immunotherapy in the liver transplant setting is uncertain until the safety of this approach is defined.
Collapse
Affiliation(s)
- Samantha A Armstrong
- Department of Medicine, Division of Hematology and Oncology, Lombardi Comprehensive Cancer Center, MedStar Georgetown University Hospital, 3800 Reservoir Road NW, Washington, DC, 20007, USA
| | - Aiwu Ruth He
- Department of Medicine, Division of Hematology and Oncology, Lombardi Comprehensive Cancer Center, MedStar Georgetown University Hospital, 3800 Reservoir Road NW, Washington, DC, 20007, USA.
| |
Collapse
|
73
|
Kong W, Gao M, Jin Y, Huang W, Huang Z, Xie Z. Prognostic model of patients with liver cancer based on tumor stem cell content and immune process. Aging (Albany NY) 2020; 12:16555-16578. [PMID: 32852285 PMCID: PMC7485734 DOI: 10.18632/aging.103832] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2020] [Accepted: 07/14/2020] [Indexed: 02/06/2023]
Abstract
Globally, liver hepatocellular carcinoma (LIHC) has a high mortality and recurrence rate, leading to poor prognosis. The recurrence of LIHC is closely related to two aspects: degree of immune infiltration and content of tumor stem cells. Hence, this study aimed to used RNA-seq and clinical data of LIHC from The Cancer Genome Atlas, Estimation of Stromal and Immune cells in Malignant Tumours, mRNA stemness index score, and weighted gene correlation network analysis methods to find genes significantly linked to the aforementioned two aspects. Key genes and clinical factors were used as input. Lasso regression and multivariate Cox regression were conducted to build an effective prognostic model for patients with liver cancer. Finally, four key genes (KLHL30, PLN, LYVE1, and TIMD4) and four clinical factors (Asian, age, grade, and bilirubin) were included in the prognostic model, namely Immunity and Cancer-stem-cell Related Prognosis (ICRP) score. The ICRP score achieved a great performance in test set. The area under the curve value of the ICRP score in test set for 1, 3, and 5 years was 0.708, 0.723, and 0.765, respectively, which was better than that of other prognostic prediction methods for LIHC. The C-index evaluation method also reached the same conclusion.
Collapse
Affiliation(s)
- Weikaixin Kong
- Department of Molecular and Cellular Pharmacology, School of Pharmaceutical Sciences, Peking University Health Science Center, Beijing, China
| | - Miaomiao Gao
- Peking University International Cancer Institute and Department of Pharmacology, School of Basic Medical Sciences, Peking University, Beijing, China
| | - Yuchen Jin
- Department of Molecular and Cellular Pharmacology, School of Pharmaceutical Sciences, Peking University Health Science Center, Beijing, China
| | - Weiran Huang
- Department of Molecular and Cellular Pharmacology, School of Pharmaceutical Sciences, Peking University Health Science Center, Beijing, China
| | - Zhuo Huang
- Department of Molecular and Cellular Pharmacology, School of Pharmaceutical Sciences, Peking University Health Science Center, Beijing, China
| | - Zhengwei Xie
- Peking University International Cancer Institute and Department of Pharmacology, School of Basic Medical Sciences, Peking University, Beijing, China
| |
Collapse
|
74
|
The Profile and Role of Tumor-infiltrating Lymphocytes in Hepatocellular Carcinoma: An Immunohistochemical Study. Appl Immunohistochem Mol Morphol 2020; 29:188-200. [PMID: 32769442 DOI: 10.1097/pai.0000000000000865] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2019] [Accepted: 06/03/2020] [Indexed: 12/28/2022]
Abstract
Hepatocellular carcinoma (HCC) is the most common primary malignant tumor of the liver. Tumor-infiltrating lymphocytes (TILs) are a class of cells that form the tumor microenvironment and thus have an effect on carcinogenesis. The aim of this study was to investigate the immunohistochemical expression of CD8, CD4, cytotoxic T lymphocyte-associated protein-4 (CTLA-4), and granzyme B in HCC and their correlation with clinicopathologic parameters and prognosis. This study was carried out on 112 cases of HCC. High percentage of CD8+ TILs was associated with large tumors and adjacent noncirrhotic liver. High percentage of CD4+ TILs and high CD4 to CD8 ratio were associated with nonviral etiology, low alpha fetoprotein, and direct acting antiviral treatment. High percentage of CTLA-4-positive TILs tended to be associated with high-grade HCC, while a high percentage of CTLA-4 in tumor cells was associated with multiple lesions and low tumor grade. High percentage of granzyme B+ TILs was associated with low grade, early stage, and absence of tumor recurrence. High CD4 percentage and high CD4/CD8 ratio affected patients' overall survival. There is a dynamic interaction between the different subsets of lymphocytes in the environment of HCC manifested by coparallel expression of CD4 and CD8 augmenting the expression of CTLA-4, and only CD8 augments the expression of granzyme B. This opens the gate for the beneficial role of immunotherapy in the management of HCC, reducing recurrence and improving survival.
Collapse
|
75
|
McVey JC, Sasaki K, Firl DJ. Risk assessment criteria in liver transplantation for hepatocellular carcinoma: proposal to improve transplant oncology. Hepat Oncol 2020; 7:HEP26. [PMID: 32774836 PMCID: PMC7399580 DOI: 10.2217/hep-2020-0003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
Abstract
Liver transplantation for hepatocellular carcinoma has proved to be a highly effective cure if the right patient can be selected. Milan criteria has traditionally guided physicians toward appropriate liver allocation but changes in clinical practice, patient populations and recent developments in biomarkers are decreasing Milan criteria’s utility. At the same time, the literature has flooded with a diversity of new criteria that demonstrate strong predictive power and are better suited for current clinical practice. In this article, the utility of newly proposed criteria will be reviewed and important issues to improve future criteria will be addressed in hopes of opening a discussion on how key questions surrounding criteria for liver transplantation of hepatocellular carcinoma can be answered.
Collapse
Affiliation(s)
- John C McVey
- Cleveland Clinic Lerner College of Medicine of Case Western Reserve University, Cleveland, OH 44113, USA.,Gastrointestinal & Thoracic Malignancy Section, National Cancer Institute, National Institutes of Health, Bethesda, MD 20892, USA
| | - Kazunari Sasaki
- Department of General Surgery, Digestive Disease & Surgery Institute, Cleveland Clinic, Cleveland, OH 44113, USA
| | - Daniel J Firl
- Department of Surgery, Duke University School of Medicine, Durham, NC 27705, USA
| |
Collapse
|
76
|
Can Hematological Inflammatory Parameters Predict Mortality in Hepatocellular Carcinoma? J Gastrointest Cancer 2020; 52:666-675. [PMID: 32617832 DOI: 10.1007/s12029-020-00448-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022]
Abstract
PURPOSE Hepatocellular carcinoma (HCC) is one of the most common malignant tumors. Inflammatory and hematological parameters such as neutrophil/lymphocyte ratio (NLR) and platelet/lymphocyte ratio (PLR) provided useful information especially in the diagnosis, treatment, and follow-up of malignancies. In this study, we planned to demonstrate the efficacy of NLR and PLR levels in the evaluation of the prognosis of patients with HCC in our clinic. MATERIAL AND METHODS This study was planned as a prospective observational cohort study. The study included 105 patients with HCC on the base of cirrhosis. Our study group was classified according to Barcelona Clinic Liver Cancer (BCLC), Okuda staging system, and Milan criteria at the time of admission. RESULTS The mean age of all cases was 60.6 ± 12.4 years, and 77 (73.3%) of the patients were male. The mean life expectancy of all patients was 7.7 ± 4.3 months. During 1-year follow-up, 61 (58.1%) HCC patients died. The mean survival of the patients who died was 4.6 ± 3.0 months. In our study, patients with NLR > 2.7, patients with PLR > 100.29, BCLC advanced stage, and Okuda advanced stage, and patients who did not meet the Milan criteria had shorter survival duration. NLR > 2.7, BCLC advanced stage, and Child C were determined as independent risk factors affecting mortality. CONCLUSION There was a strong correlation between NLR-PLR levels and mortality. PLR and NLR levels can be used in conjunction with other staging systems to regulate, monitor, and predict the survival of HCC patients.
Collapse
|
77
|
Abdallah MA, Wongjarupong N, Hassan MA, Taha W, Abdalla A, Bampoh S, Onyirioha K, Nelson M, Glubranson LA, Wiseman GA, Fleming CJ, Andrews JC, Mahipal A, Roberts LR. The efficacy, safety, and predictors of outcomes of transarterial radioembolization for hepatocellular carcinoma: a retrospective study. Expert Rev Gastroenterol Hepatol 2020; 14:619-629. [PMID: 32490691 DOI: 10.1080/17474124.2020.1777856] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
OBJECTIVES Yttrium-90 transarterial radioembolization (TARE) is a safe, effective modality of locoregional therapy for intermediate and advanced-stage hepatocellular carcinoma (HCC). We aim to identify novel predictors of important outcomes of TARE therapy. METHODS A single-center retrospective study of 166 patients treated with TARE for HCC at Mayo Clinic Rochester between 2005-2015 and followed until December 2017. Multivariate logistic and stepwise regression analysis models were used to identify variables associated with overall survival (OS) and progression-free survival (PFS). RESULTS The median OS and the median PFS were12.9 (95% CI: 11.0-17.3), and 8 months (95% CI: 6-11), respectively. Macrovascular invasion (HR: 1.9 [1.3-2.8]), Child-Pugh score (CPS) B or C vs. A (HR: 1.8 [1.2-2.7]), Eastern Cooperative Oncology Group Performance status (ECOG-PS) 2 or 1 vs. 0 (HR: 1.6 [1.1-2.4]) and activity (A) of administered radiation dose (HR: 1.005[1.00-1.010), independently correlated with poorer OS. Infiltrative HCC (HR: 2.4 [1.3-4.5), macrovascular invasion (HR: 1.6 [1.1-2.7]), and high activity of administered radiation dose (HR: 1.005 [1.00-1.010) were associated with worse PFS. CONCLUSION In HCC patients treated with TARE; macrovascular invasion, the activity of radiation dose, CPS, ECOG-PS, and infiltrative HCC predict OS and PFS.
Collapse
Affiliation(s)
- Mohamed A Abdallah
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science , Rochester, MN, USA.,Department of Internal Medicine, University of South Dakota Sanford School of Medicine , Sioux Falls, SD, USA
| | - Nicha Wongjarupong
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science , Rochester, MN, USA
| | - Mohamed A Hassan
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science , Rochester, MN, USA
| | - Wesam Taha
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science , Rochester, MN, USA
| | - Abubaker Abdalla
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science , Rochester, MN, USA
| | - Sally Bampoh
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science , Rochester, MN, USA
| | - Kristeen Onyirioha
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science , Rochester, MN, USA
| | - Morgan Nelson
- Department of Internal Medicine, University of South Dakota Sanford School of Medicine , Sioux Falls, SD, USA
| | - Lyn A Glubranson
- Division of Vascular and Interventional Radiology, Department of Radiology, Mayo Clinic College of Medicine and Science , Rochester, MN, USA
| | - Gregory A Wiseman
- Division of Vascular and Interventional Radiology, Department of Radiology, Mayo Clinic College of Medicine and Science , Rochester, MN, USA
| | - Chad J Fleming
- Division of Vascular and Interventional Radiology, Department of Radiology, Mayo Clinic College of Medicine and Science , Rochester, MN, USA
| | - James C Andrews
- Division of Vascular and Interventional Radiology, Department of Radiology, Mayo Clinic College of Medicine and Science , Rochester, MN, USA
| | - Amit Mahipal
- Division of Hematology and Oncology, Mayo Clinic College of Medicine and Science , Rochester, MN, USA
| | - Lewis R Roberts
- Division of Gastroenterology and Hepatology, Mayo Clinic College of Medicine and Science , Rochester, MN, USA
| |
Collapse
|
78
|
Liu F, Qin L, Liao Z, Song J, Yuan C, Liu Y, Wang Y, Xu H, Zhang Q, Pei Y, Zhang H, Pan Y, Chen X, Zhang Z, Zhang W, Zhang B. Microenvironment characterization and multi-omics signatures related to prognosis and immunotherapy response of hepatocellular carcinoma. Exp Hematol Oncol 2020; 9:10. [PMID: 32509418 PMCID: PMC7249423 DOI: 10.1186/s40164-020-00165-3] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2020] [Accepted: 05/19/2020] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND Immune cell infiltration in the tumor microenvironment (TME) affects tumor initiation, patients' prognosis and immunotherapy strategies. However, their roles and interactions with genomics and molecular processes in hepatocellular carcinoma (HCC) still have not been systematically evaluated. METHODS We performed unsupervised clustering of total 1000 HCC samples including discovery and validation group from available public datasets. Immune heterogeneity of each subtype was explored by multi-dimension analysis. And a support vector machine (SVM) model based on multi-omics signatures was trained and tested. Finally, we performed immunohistochemistry to verify the immune role of signatures. RESULTS We defined three immune subtypes in HCC, with diverse clinical, molecular, and genomic characteristics. Cluster1 had worse prognosis, better anti-tumor characteristics and highest immune scores, but also accompanied by immunosuppression and T cell dysfunction. Meanwhile, a better anti-PD1/CTLA4 immunotherapeutic response was predicted in cluster1. Cluster2 was enriched in TAM-M2 and stromal cells, indicating immunosuppression. Cluster3, with better prognosis, had lowest CD8 T cell but highest immune resting cells. Further, based on genomic signatures, we developed an SVM classifier to identify the patient's immunological status, which was divided into Type A and Type B, in which Type A had poorer prognosis, higher T cell dysfunction despite higher T cell infiltration, and had better immunotherapeutic response. At the same time, MMP9 may be a potential predictor of the immune characteristics and immunotherapeutic response in HCC. CONCLUSIONS Our work demonstrated 3 immune clusters with different features. More importantly, multi-omics signatures, such as MMP9 was identified based on three clusters to help us recognize patients with different prognosis and responses to immunotherapy in HCC. This study could further reveal the immune status of HCC and provide potential predictors for immune checkpoint treatment response.
Collapse
Affiliation(s)
- Furong Liu
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030 Hubei China
- Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Wuhan, 430030 Hubei China
- The Second Clinical Medicine College, Tongji Medical College, Huazhong University of Science & Technology, Wuhan, China
| | - Lu Qin
- Department of Anesthesiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430022 China
| | - Zhibin Liao
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030 Hubei China
- Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Wuhan, 430030 Hubei China
| | - Jia Song
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030 Hubei China
- Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Wuhan, 430030 Hubei China
| | - Chaoyi Yuan
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030 Hubei China
- Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Wuhan, 430030 Hubei China
| | - Yachong Liu
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030 Hubei China
- Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Wuhan, 430030 Hubei China
| | - Yu Wang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030 Hubei China
- Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Wuhan, 430030 Hubei China
| | - Heze Xu
- Department of Gynecology and Obstetrics, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, 430030 China
| | - Qiaofeng Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030 Hubei China
- Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Wuhan, 430030 Hubei China
| | - Youliang Pei
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030 Hubei China
- Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Wuhan, 430030 Hubei China
| | - Hongwei Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030 Hubei China
- Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Wuhan, 430030 Hubei China
| | - Yonglong Pan
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030 Hubei China
- Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Wuhan, 430030 Hubei China
| | - Xiaoping Chen
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030 Hubei China
- Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Wuhan, 430030 Hubei China
| | - Zhanguo Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030 Hubei China
- Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Wuhan, 430030 Hubei China
| | - Wanguang Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030 Hubei China
- Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Wuhan, 430030 Hubei China
| | - Bixiang Zhang
- Hepatic Surgery Center, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, 1095 Jiefang Avenue, Wuhan, 430030 Hubei China
- Hubei Province for the Clinical Medicine Research Center of Hepatic Surgery, Wuhan, 430030 Hubei China
| |
Collapse
|
79
|
Hou W, Xue M, Shi J, Yang M, Zhong W, Fan X, Zeng H, Lai Y, Huang J, Wang B, Lin T. PD-1 topographically defines distinct T cell subpopulations in urothelial cell carcinoma of the bladder and predicts patient survival. Urol Oncol 2020; 38:685.e1-685.e10. [PMID: 32409198 DOI: 10.1016/j.urolonc.2020.04.009] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Revised: 03/29/2020] [Accepted: 04/10/2020] [Indexed: 01/03/2023]
Abstract
INTRODUCTION The pre-existing tumor-infiltrating T cell landscape in urothelial cell carcinoma of the bladder (UCB) may obtain prognostic significance and guide treatment decisions, particularly regarding immunotherapy. However, the current studies typically lead to inconsistent conclusions due to the extreme heterogeneity of T cells in cancer. Herein, we investigated the heterogeneity, distribution and clinical significance of tumor-infiltrating T cells based on PD-1 expression, their spatial organization, and the balance between subsets in a series of UCB patients. METHODS Flow cytometry for PD-1, CD4, and CD8 was performed in 6 UBC patients and 5 healthy donors. A series of 155 UBC patients with tissue slides were stained for triple color immunofluorescence. Stromal and intratumoral regions of the cancer tissue were respectively evaluated. Features derived from triple staining were analyzed for their correlations with clinical characteristics and patient prognosis. RESULTS Flow cytometric analysis showed PD-1+ T cells were more frequently accumulated at the tumor site than in blood (p < 0.001). The proportion of PD-1+ T cells within CD4+ and/or CD8+ T cells is higher in the intratumoral region, as compared with the stroma by immunofluorescence evaluation (all p < 0.001, n = 155). Moreover, a high proportion of PD-1+ T cells within T cells in the intratumoral region, but not in the stroma, was predictive of a poorer overall survival (p = 0.0075) and recurrence-free survival (p = 0.0062), and was positively associated with aggressive clinical features (all p < 0.05). However, a low CD4/CD8 ratio among the PD-1+ T cells in the tumor stroma, but not in the intratumoral region, was significantly associated with shorter overall survival (p = 0.0164) and recurrence-free survival (p = 0.0016), which emerged as an independent predictor in multivariate analysis for UCB patients. CONCLUSIONS Taken together, our results emphasize that PD-1 expression in T cell subsets, based on their topographic micro-localizations, provides valuable prognostic information for UCB patients.
Collapse
Affiliation(s)
- Weibin Hou
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen (Zhongshan) University, Guangzhou, People's Republic of China; Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, People's Republic of China
| | - Miaoxin Xue
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen (Zhongshan) University, Guangzhou, People's Republic of China; Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, People's Republic of China
| | - Juanyi Shi
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen (Zhongshan) University, Guangzhou, People's Republic of China; Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, People's Republic of China
| | - Meihua Yang
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen (Zhongshan) University, Guangzhou, People's Republic of China; Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, People's Republic of China
| | - Wenlong Zhong
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen (Zhongshan) University, Guangzhou, People's Republic of China; Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, People's Republic of China
| | - Xinxiang Fan
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen (Zhongshan) University, Guangzhou, People's Republic of China
| | - Hong Zeng
- Department of Pathology, Sun Yat-sen Memorial Hospital, Sun Yat-sen (Zhongshan) University, Guangzhou, People's Republic of China
| | - Yiming Lai
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen (Zhongshan) University, Guangzhou, People's Republic of China
| | - Jian Huang
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen (Zhongshan) University, Guangzhou, People's Republic of China; Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, People's Republic of China.
| | - Bo Wang
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen (Zhongshan) University, Guangzhou, People's Republic of China; Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, People's Republic of China.
| | - Tianxin Lin
- Department of Urology, Sun Yat-sen Memorial Hospital, Sun Yat-sen (Zhongshan) University, Guangzhou, People's Republic of China; Guangdong Provincial Key Laboratory of Malignant Tumor Epigenetics and Gene Regulation, Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, People's Republic of China.
| |
Collapse
|
80
|
Caputo F, Dadduzio V, Tovoli F, Bertolini G, Cabibbo G, Cerma K, Vivaldi C, Faloppi L, Rizzato MD, Piscaglia F, Celsa C, Fornaro L, Marisi G, Conti F, Silvestris N, Silletta M, Lonardi S, Granito A, Stornello C, Massa V, Astara G, Delcuratolo S, Cascinu S, Scartozzi M, Casadei-Gardini A. The role of PNI to predict survival in advanced hepatocellular carcinoma treated with Sorafenib. PLoS One 2020; 15:e0232449. [PMID: 32379785 PMCID: PMC7205300 DOI: 10.1371/journal.pone.0232449] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2020] [Accepted: 04/15/2020] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND AND AIMS The present study aims to investigate the role of the prognostic nutritional index (PNI) on survival in patients with advanced hepatocellular carcinoma (HCC) treated with sorafenib. METHODS This multicentric study included a training cohort of 194 HCC patients and three external validation cohorts of 129, 76 and 265 HCC patients treated with Sorafenib, respectively. The PNI was calculated as follows: 10 × serum albumin (g/dL) + 0.005 × total lymphocyte count (per mm3). Univariate and multivariate analyses were performed to investigate the association between the covariates and the overall survival (OS). RESULTS A PNI cut-off value of 31.3 was established using the ROC analysis. In the training cohort, the median OS was 14.8 months (95% CI 12-76.3) and 6.8 months (95% CI 2.7-24.6) for patients with a high (>31.3) and low (<31.3) PNI, respectively. At both the univariate and the multivariate analysis, low PNI value (p = 0.0004), a 1-unit increase of aspartate aminotransferase (p = 0.0001), and age > 70 years (p< 0.0038) were independent prognostic factors for OS. By performing the same multivariate analysis of the training cohort, the PNI <31.3 versus >31.3 was found to be an independent prognostic factor for predicting OS in all the three validation cohorts. CONCLUSIONS PNI represents a prognostic tool in advanced HCC treated with first-line Sorafenib. It is readily available and low-cost, and it could be implemented in clinical practice in patients with HCC.
Collapse
Affiliation(s)
- Francesco Caputo
- Division of Oncology, Department of Oncology and Hematology, University of Modena and Reggio Emilia, Modena, Italy
| | - Vincenzo Dadduzio
- Medical Oncology 1, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Francesco Tovoli
- Azienda Ospedaliera Universitaria S.Orsola-Malpighi Bologna, Bologna, Italy
| | | | - Giuseppe Cabibbo
- Section of Gastroenterology & Hepatology, PROMISE, University of Palermo, Palermo, Italy
| | - Krisida Cerma
- Division of Oncology, Department of Oncology and Hematology, University of Modena and Reggio Emilia, Modena, Italy
| | | | - Luca Faloppi
- Medical Oncology Unit, Macerata General Hospital, Macerata, Italy
| | - Mario Domenico Rizzato
- Medical Oncology 1, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
- Department of Surgery, Oncology and Gastroenterology, University of Padua, Padua, Italy
| | - Fabio Piscaglia
- Azienda Ospedaliera Universitaria S.Orsola-Malpighi Bologna, Bologna, Italy
| | - Ciro Celsa
- Section of Gastroenterology & Hepatology, PROMISE, University of Palermo, Palermo, Italy
| | | | - Giorgia Marisi
- Medical Oncology Unit IRCSS-IRST Meldola, Meldola, Italy
| | - Fabio Conti
- Department of Internal Medicine, Degli Infermi Hospital, Faenza, Italy
| | - Nicola Silvestris
- Medical Oncology Unit, IRCCS Giovanni Paolo II Cancer Center, Bari, Italy
| | - Marianna Silletta
- Medical Oncology Department, Campus Biomedico, University of Rome, Rome, Italy
| | - Sara Lonardi
- Medical Oncology 1, Veneto Institute of Oncology IOV-IRCCS, Padua, Italy
| | - Alessandro Granito
- Azienda Ospedaliera Universitaria S.Orsola-Malpighi Bologna, Bologna, Italy
| | | | | | - Giorgio Astara
- Department of Medical Oncology, University of Cagliari, Cagliari, Italy
| | - Sabina Delcuratolo
- Medical Oncology Unit, IRCCS Giovanni Paolo II Cancer Center, Bari, Italy
| | - Stefano Cascinu
- Department of Medical Oncology, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Mario Scartozzi
- Department of Medical Oncology, University of Cagliari, Cagliari, Italy
| | - Andrea Casadei-Gardini
- Division of Oncology, Department of Oncology and Hematology, University of Modena and Reggio Emilia, Modena, Italy
| |
Collapse
|
81
|
Xu L, Li L, Wang P, Zhang M, Zhang Y, Hao X, Yan L, Li B, Wen T, Xu M. Novel Prognostic Nomograms for Hepatocellular Carcinoma Patients with Microvascular Invasion: Experience from a Single Center. Gut Liver 2020; 13:669-682. [PMID: 30970430 PMCID: PMC6860039 DOI: 10.5009/gnl18489] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/04/2018] [Revised: 12/26/2018] [Accepted: 12/28/2018] [Indexed: 02/05/2023] Open
Abstract
Background/Aims Microvascular invasion (MVI) is an established risk factor for hepatocellular carcinoma (HCC). However, prediction models that specifically focus on the individual prognoses of HCC patients with MVI is lacking. Methods A total of 385 HCC patients with MVI were randomly assigned to training and validation cohorts in a 2:1 ratio. The outcomes were disease-free survival (DFS) and overall survival (OS). Prognostic nomograms were established based on the results of multivariate analyses. The concordance index (C-index), calibration plots and Kaplan-Meier curves were employed to evaluate the accuracy, calibration and discriminatory ability of the models. Results The independent risk factors for both DFS and OS included age, tumor size, tumor number, the presence of gross vascular invasion, and the presence of Glisson’s capsule invasion. The platelet-to-lymphocyte ratio was another risk factor for OS. On the basis of these predictors, two nomograms for DFS and OS were constructed. The C-index values of the nomograms for DFS and OS were 0.712 (95% confidence interval [CI], 0.679 to 0.745; p<0.001) and 0.698 (95% CI, 0.657 to 0.739; p<0.001), respectively, in the training cohort and 0.704 (95% CI, 0.650 to 0.708; p<0.001) and 0.673 (95% CI, 0.607 to 0.739; p<0.001), respectively, in the validation cohort. The calibration curves showed optimal agreement between the predicted and observed survival rates. The Kaplan-Meier curves suggested that these two nomograms had satisfactory discriminatory abilities. Conclusions These novel predictive models have satisfactory accuracy and discriminatory abilities in predicting the prognosis of HCC patients with MVI after hepatectomy.
Collapse
Affiliation(s)
- Liangliang Xu
- Department of Liver Surgery, Center of Infectious Diseases, West China Hospital, Sichuan University, Chengdu, China
| | - Lian Li
- Department of Liver Surgery, Center of Infectious Diseases, West China Hospital, Sichuan University, Chengdu, China
| | - Peng Wang
- Department of Liver Surgery, Center of Infectious Diseases, West China Hospital, Sichuan University, Chengdu, China
| | - Ming Zhang
- Department of Liver Surgery, Center of Infectious Diseases, West China Hospital, Sichuan University, Chengdu, China
| | - Yanfang Zhang
- Center of Infectious Diseases, West China Hospital, Sichuan University, Chengdu, China
| | - Xiangyong Hao
- Department of General Surgery, Gansu Provincial Hospital, Lanzhou, China
| | - Lvnan Yan
- Department of Liver Surgery, Center of Infectious Diseases, West China Hospital, Sichuan University, Chengdu, China
| | - Bo Li
- Department of Liver Surgery, Center of Infectious Diseases, West China Hospital, Sichuan University, Chengdu, China
| | - Tianfu Wen
- Department of Liver Surgery, Center of Infectious Diseases, West China Hospital, Sichuan University, Chengdu, China
| | - Mingqing Xu
- Department of Liver Surgery, Center of Infectious Diseases, West China Hospital, Sichuan University, Chengdu, China
| |
Collapse
|
82
|
Craciun L, de Wind R, Demetter P, Lucidi V, Bohlok A, Michiels S, Bouazza F, Vouche M, Tancredi I, Verset G, Garaud S, Naveaux C, Galdon MG, Gallo KW, Hendlisz A, Derijckere ID, Flamen P, Larsimont D, Donckier V. Retrospective analysis of the immunogenic effects of intra-arterial locoregional therapies in hepatocellular carcinoma: a rationale for combining selective internal radiation therapy (SIRT) and immunotherapy. BMC Cancer 2020; 20:135. [PMID: 32075608 PMCID: PMC7032008 DOI: 10.1186/s12885-020-6613-1] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Accepted: 02/07/2020] [Indexed: 02/08/2023] Open
Abstract
Background Immunotherapy represents a promising option for treatment of hepatocellular carcinoma (HCC) in cirrhotic patients but its efficacy is currently inconsistent and unpredictable. Locoregional therapies inducing immunogenic cell death, such as transarterial chemoembolization (TACE) or selective internal radiation therapy (SIRT), have the potential to act synergistically with immunotherapy. For the development of new approaches combining locoregional treatments with immunotherapy, a better understanding of the respective effects of TACE and SIRT on recruitment and activation of immune cells in HCC is needed. To address this question, we compared intra-tumor immune infiltrates in resected HCC after preoperative treatment with TACE or SIRT. Methods Data fromr patients undergoing partial hepatectomy for HCC, without preoperative treatment (SURG, n = 32), after preoperative TACE (TACE, n = 16), or preoperative SIRT (n = 12) were analyzed. Clinicopathological factors, tumor-infiltrating lymphocytes (TILs), CD4+ and CD8+ T cells, and granzyme B (GZB) expression in resected HCC, and postoperative overall and progression-free survival were compared between the three groups. Results Clinicopathological and surgical characteristics were similar in the three groups. A significant increase in TILs, CD4+ and CD8+ T cells, and GZB expression was observed in resected HCC in SIRT as compared to TACE and SURG groups. No difference in immune infiltrates was observed between TACE and SURG patients. Within the SIRT group, the dose of irradiation affected the type of immune infiltrate. A significantly higher ratio of CD3+ cells was observed in the peri-tumoral area in patients receiving < 100 Gy, whereas a higher ratio of intra-tumoral CD4+ cells was observed in patients receiving > 100 Gy. Postoperative outcomes were similar in all groups. Irrespective of the preoperative treatment, the type and extent of immune infiltrates did not influence postoperative survival. Conclusions SIRT significantly promotes recruitment/activation of intra-tumor effector-type immune cells compared to TACE or no preoperative treatment. These results suggest that SIRT is a better candidate than TACE to be combined with immunotherapy for treatment of HCC. Evaluation of the optimal doses for SIRT for producing an immunogenic effect and the type of immunotherapy to be used require further evaluation in prospective studies.
Collapse
Affiliation(s)
- Ligia Craciun
- Pathology, Institut Jules Bordet, Université Libre de Bruxelles, Bruxelles, Belgium
| | - Roland de Wind
- Pathology, Institut Jules Bordet, Université Libre de Bruxelles, Bruxelles, Belgium
| | - Pieter Demetter
- Pathology, Institut Jules Bordet, Université Libre de Bruxelles, Bruxelles, Belgium.,Pathology, Hôpital Erasme, Université Libre de Bruxelles, Bruxelles, Belgium
| | - Valerio Lucidi
- Abdominal Surgery, Hôpital Erasme, Université Libre de Bruxelles, Bruxelles, Belgium
| | - Ali Bohlok
- Surgery, Institut Jules Bordet, Université Libre de Bruxelles, Rue Héger-Bordet, 1, B-1000, Brussels, Belgium
| | - Sébastien Michiels
- Surgery, Institut Jules Bordet, Université Libre de Bruxelles, Rue Héger-Bordet, 1, B-1000, Brussels, Belgium
| | - Fikri Bouazza
- Surgery, Institut Jules Bordet, Université Libre de Bruxelles, Rue Héger-Bordet, 1, B-1000, Brussels, Belgium
| | - Michael Vouche
- Radiology, Institut Jules Bordet, Université Libre de Bruxelles, Bruxelles, Belgium
| | - Ilario Tancredi
- Radiology, Hôpital Erasme, Université Libre de Bruxelles, Bruxelles, Belgium
| | - Gontran Verset
- Gastroenterology and Medical Oncology, Hôpital Erasme, Université Libre de Bruxelles, Bruxelles, Belgium
| | - Soizic Garaud
- Molecular Immunology Unit, Institut Jules Bordet, Université Libre de Bruxelles, Bruxelles, Belgium
| | - Céline Naveaux
- Molecular Immunology Unit, Institut Jules Bordet, Université Libre de Bruxelles, Bruxelles, Belgium
| | - Maria Gomez Galdon
- Pathology, Institut Jules Bordet, Université Libre de Bruxelles, Bruxelles, Belgium
| | - Karen Willard Gallo
- Molecular Immunology Unit, Institut Jules Bordet, Université Libre de Bruxelles, Bruxelles, Belgium
| | - Alain Hendlisz
- Medical Oncology, Institut Jules Bordet, Université Libre de Bruxelles, Bruxelles, Belgium
| | - Ivan Duran Derijckere
- Nuclear Medicine, Institut Jules Bordet, Université Libre de Bruxelles, Bruxelles, Belgium
| | - Patrick Flamen
- Nuclear Medicine, Institut Jules Bordet, Université Libre de Bruxelles, Bruxelles, Belgium
| | - Denis Larsimont
- Pathology, Institut Jules Bordet, Université Libre de Bruxelles, Bruxelles, Belgium
| | - Vincent Donckier
- Surgery, Institut Jules Bordet, Université Libre de Bruxelles, Rue Héger-Bordet, 1, B-1000, Brussels, Belgium.
| |
Collapse
|
83
|
Shiraha H, Iwamuro M, Okada H. Hepatic Stellate Cells in Liver Tumor. ADVANCES IN EXPERIMENTAL MEDICINE AND BIOLOGY 2020; 1234:43-56. [PMID: 32040854 DOI: 10.1007/978-3-030-37184-5_4] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Hepatocellular carcinoma and intrahepatic cholangiocarcinoma are the most common types of primary liver cancers. Moreover, the liver is the second most frequently involved organ in cancer metastasis after lymph nodes. The tumor microenvironment is crucial for the development of both primary and secondary liver cancers. The hepatic microenvironment consists of multiple cell types, including liver sinusoidal endothelial cells, Kupffer cells, natural killer cells, liver-associated lymphocytes, and hepatic stellate cells (HSCs). The microenvironment of a normal liver changes to a tumor microenvironment when tumor cells exist or tumor cells migrate to and multiply in the liver. Interactions between tumor cells and non-transformed cells generate a tumor microenvironment that contributes significantly to tumor progression. HSCs play a central role in the tumor microenvironment crosstalk. As this crosstalk is crucial for liver carcinogenesis and liver-tumor development, elucidating the mechanism underlying the interaction of HSCs with the tumor microenvironment could provide potential therapeutic targets for liver cancer.
Collapse
Affiliation(s)
- Hidenori Shiraha
- Department of Gastroenterology and Hepatology, Okayama University Faculty of Medicine, Okayama, Japan.
| | - Masaya Iwamuro
- Department of Gastroenterology and Hepatology, Okayama University Faculty of Medicine, Okayama, Japan
| | - Hiroyuki Okada
- Department of Gastroenterology and Hepatology, Okayama University Faculty of Medicine, Okayama, Japan
| |
Collapse
|
84
|
Buettner N, Thimme R. Toward a Better Understanding of Hepatocellular Carcinoma Immune Infiltrates. Cell Mol Gastroenterol Hepatol 2019; 9:341-342. [PMID: 31821781 PMCID: PMC6997445 DOI: 10.1016/j.jcmgh.2019.11.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Revised: 11/15/2019] [Accepted: 11/15/2019] [Indexed: 02/08/2023]
Affiliation(s)
| | - Robert Thimme
- Correspondence Address correspondence to: Robert Thimme, Medical Center University of Freiburg, Department of Medicine II, Hugstetter Str. 55, D-79106 Freiburg, Germany. fax: +49 761 270 36100.
| |
Collapse
|
85
|
Zhang T, Liu Z, Zhao X, Mao Z, Bai L. A novel prognostic score model based on combining systemic and hepatic inflammation markers in the prognosis of HBV-associated hepatocellular carcinoma patients. ARTIFICIAL CELLS NANOMEDICINE AND BIOTECHNOLOGY 2019; 47:2246-2255. [PMID: 31169437 DOI: 10.1080/21691401.2019.1573174] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
Objectives: The study aimed to evaluate the prognostic value of systemic inflammation markers [neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), Prognostic Nutritional Index (PNI)] and hepatic inflammation markers [aspartate aminotransferase-to-platelet ratio index (APRI), γ-glutamyl transferase (γ-GT)/alanine aminotransferase (ALT)] in patients with hepatitis B virus (HBV)-associated hepatocellular carcinoma (HCC) and further to develop a novel prognostic score model. Methods: A total of 401 cases with HBV-associated HCC who underwent hepatectomy as initial therapy were included in the analysis. Kaplan-Meier was performed to construct survival curves and receiver operating characteristic (ROC) analysis was used to detect the optimal cut-off value of markers. The prognostic score model was constructed using significant inflammation markers in the Cox model. Each factor was given a score of 1 and patients were stratified according to the scores. Results: In the Cox model, α-fetoprotein (AFP), ALT, tumour differentiation, maximum size of tumours, TNM stage, PNI and γ-GT/ALT were independently prognostic factors. We established a preoperative inflammation-based prognostic scoring model combining PNI and γ-GT/ALT. The novel preoperative inflammation-based prognostic score was superior (area under the curve [AUC], 0.659) to 7th tumour-node-metastasis (TNM) stage (AUC, 0.600) despite no statistical significance (p = .1036). Conclusion: PNI and γ-GT/ALT are independent predictors for prognosis. The novel prognostic score model based on systemic and hepatic inflammation markers is suitable for the prognosis evaluation in patients with HBV-associated HCC.
Collapse
Affiliation(s)
- Tingting Zhang
- a Department of Oncology, Peking University International Hospital , Beijing , China
| | - Zhe Liu
- b Department of Hepatobiliary Surgery, Chinese PLA General Hospital , Beijing , China
| | - Xiangqian Zhao
- b Department of Hepatobiliary Surgery, Chinese PLA General Hospital , Beijing , China
| | - Zhiyuan Mao
- c Department of Oncology, Air Force General Hospital of Chinese PLA , Beijing , China
| | - Li Bai
- d Department of Oncology, Chinese PLA General Hospital , Beijing , China
| |
Collapse
|
86
|
Langhans B, Nischalke HD, Krämer B, Dold L, Lutz P, Mohr R, Vogt A, Toma M, Eis-Hübinger AM, Nattermann J, Strassburg CP, Gonzalez-Carmona MA, Spengler U. Role of regulatory T cells and checkpoint inhibition in hepatocellular carcinoma. Cancer Immunol Immunother 2019; 68:2055-2066. [PMID: 31724091 DOI: 10.1007/s00262-019-02427-4] [Citation(s) in RCA: 110] [Impact Index Per Article: 18.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2018] [Accepted: 10/30/2019] [Indexed: 12/12/2022]
Abstract
Immune checkpoint inhibition suggests promising progress for the treatment of advanced hepatocellular carcinoma (HCC). However, the underlying cellular mechanisms remain unclear because liver cancer cells apparently do not upregulate inhibitory checkpoint molecules. Here, we analysed whether regulatory T cells (Tregs) can alternatively trigger checkpoint inhibition pathways in HCC. Using flow cytometry we analysed expression of checkpoint molecules (PD-1, PD-L1, CTLA-4, GITR, Tim-3) on peripheral CD4+CD25+Foxp3+ Tregs and their secretion of inhibitory mediators (IL-10, IL-35, TGF-beta, galectin-9) in 116 individuals (50 patients with HCC, 41 non-tumour bearing liver disease controls, 25 healthy controls). Functional activity of Tregs on T effector cells (IFN-gamma production, cytotoxicity) was characterized in vitro using a lectin-dependent cellular cytotoxicity (LDCC) assay against checkpoint inhibitor-negative P815 target cells. Unlike liver patients without malignancy and healthy controls, the frequency of checkpoint inhibitor-positive Tregs inversely correlated to age of patients with HCC (PD-L1, p = 0.0080; CTLA-4, p = 0.0029) and corresponded to enhanced numbers of Tregs producing IL-10 and IL-35 (p < 0.05 each). Tregs inhibited IFN-gamma secretion and cytotoxicity of CD8+ T cells when added to LDCC against P815 cells. Treg-induced inhibition of IFN-gamma secretion could be partially blocked by neutralizing PD-1 and PD-L1 antibodies specifically in HCC patients. In HCC peripheral Tregs upregulate checkpoint inhibitors and contribute to systemic immune dysfunction and antitumoural activity by several inhibitory pathways, presumably facilitating tumour development at young age. Blocking PD-L1/PD-1 interactions in vitro selectively interfered with inhibitory Treg -T effector cell interactions in the patients with HCC and resulted in improved antitumoural activity also against checkpoint inhibitor-negative tumour cells.
Collapse
Affiliation(s)
- Bettina Langhans
- Department I of Internal Medicine, University Hospital of Bonn (UKB), Venusberg-Campus-1, 53127, Bonn, Germany. .,German Center for Infection Research (DZIF), Partner Site Cologne-Bonn, Bonn, Germany.
| | - Hans Dieter Nischalke
- Department I of Internal Medicine, University Hospital of Bonn (UKB), Venusberg-Campus-1, 53127, Bonn, Germany
| | - Benjamin Krämer
- Department I of Internal Medicine, University Hospital of Bonn (UKB), Venusberg-Campus-1, 53127, Bonn, Germany
| | - Leona Dold
- Department I of Internal Medicine, University Hospital of Bonn (UKB), Venusberg-Campus-1, 53127, Bonn, Germany.,German Center for Infection Research (DZIF), Partner Site Cologne-Bonn, Bonn, Germany
| | - Philipp Lutz
- Department I of Internal Medicine, University Hospital of Bonn (UKB), Venusberg-Campus-1, 53127, Bonn, Germany.,German Center for Infection Research (DZIF), Partner Site Cologne-Bonn, Bonn, Germany
| | - Raphael Mohr
- Department I of Internal Medicine, University Hospital of Bonn (UKB), Venusberg-Campus-1, 53127, Bonn, Germany
| | - Annabelle Vogt
- Department I of Internal Medicine, University Hospital of Bonn (UKB), Venusberg-Campus-1, 53127, Bonn, Germany
| | - Marieta Toma
- Department of Experimental Pathology, University Hospital of Bonn (UKB), Bonn, Germany
| | | | - Jacob Nattermann
- Department I of Internal Medicine, University Hospital of Bonn (UKB), Venusberg-Campus-1, 53127, Bonn, Germany
| | - Christian P Strassburg
- Department I of Internal Medicine, University Hospital of Bonn (UKB), Venusberg-Campus-1, 53127, Bonn, Germany
| | | | - Ulrich Spengler
- Department I of Internal Medicine, University Hospital of Bonn (UKB), Venusberg-Campus-1, 53127, Bonn, Germany.,German Center for Infection Research (DZIF), Partner Site Cologne-Bonn, Bonn, Germany
| |
Collapse
|
87
|
Giannini EG, Aglitti A, Borzio M, Gambato M, Guarino M, Iavarone M, Lai Q, Levi Sandri GB, Melandro F, Morisco F, Ponziani FR, Rendina M, Russo FP, Sacco R, Viganò M, Vitale A, Trevisani F. Overview of Immune Checkpoint Inhibitors Therapy for Hepatocellular Carcinoma, and The ITA.LI.CA Cohort Derived Estimate of Amenability Rate to Immune Checkpoint Inhibitors in Clinical Practice. Cancers (Basel) 2019; 11:1689. [PMID: 31671581 PMCID: PMC6896125 DOI: 10.3390/cancers11111689] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2019] [Accepted: 10/24/2019] [Indexed: 12/24/2022] Open
Abstract
Despite progress in our understanding of the biology of hepatocellular carcinoma (HCC), this tumour remains difficult-to-cure for several reasons, starting from the particular disease environment where it arises-advanced chronic liver disease-to its heterogeneous clinical and biological behaviour. The advent, and good results, of immunotherapy for cancer called for the evaluation of its potential application also in HCC, where there is evidence of intra-hepatic immune response activation. Several studies advanced our knowledge of immune checkpoints expression in HCC, thus suggesting that immune checkpoint blockade may have a strong rationale even in the treatment of HCC. According to this background, initial studies with tremelimumab, a cytotoxic T-lymphocyte-associated protein 4 (CTLA-4) inhibitor, and nivolumab, a programmed cell death protein 1 (PD-1) antibody, showed promising results, and further studies exploring the effects of other immune checkpoint inhibitors, alone or with other drugs, are currently underway. However, we are still far from the identification of the correct setting, and sequence, where these drugs might be used in clinical practice, and their actual applicability in real-life is unknown. This review focuses on HCC immunobiology and on the potential of immune checkpoint blockade therapy for this tumour, with a critical evaluation of the available trials on immune checkpoint blocking antibodies treatment for HCC. Moreover, it assesses the potential applicability of immune checkpoint inhibitors in the real-life setting, by analysing a large, multicentre cohort of Italian patients with HCC.
Collapse
Affiliation(s)
- Edoardo G Giannini
- Gastroenterology Unit, Department of Internal Medicine, Università di Genova, IRCCS (Istituto di Ricovero e Cura a Carattere Scientifico)-Ospedale Policlinico San Martino, 16132 Genoa, Italy.
| | - Andrea Aglitti
- Department of Medicine and Surgery, Internal Medicine and Hepatology Unit, University of Salerno, 84084 Fisciano, Italy.
| | - Mauro Borzio
- Unità Operativa Complessa (UOC) Gastroenterologia ed Endoscopia Digestiva, ASST (Azienda Socio Sanitaria Territoriale) Melegnano Martesana, 20063 Milan, Italy.
| | - Martina Gambato
- Multivisceral Transplant Unit, Department of Surgery, Oncology and Gastroenterology, Padua University Hospital, 35124 Padua, Italy.
| | - Maria Guarino
- Gastroenterology Unit, Department of Clinical Medicine and Surgery, University of Naples Federico II, 80138 Naples, Italy.
| | - Massimo Iavarone
- CRC "A. M. and A. Migliavacca" Center for Liver Disease, Division of Gastroenterology and Hepatology, Fondazione IRCCS Cà Granda Ospedale Maggiore Policlinico, Università degli Studi di Milano, 20122 Milan, Italy.
| | - Quirino Lai
- Liver Transplantation Program, Sapienza University, 00185 Rome, Italy.
| | | | - Fabio Melandro
- Dipartimento Assistenziale Integrato di Chirurgia Generale, Unità Operativa Complessa Epatica e Trapianto Fegato, Azienda Ospedaliera Universitaria Pisana, 56126 Pisa, Italy.
| | - Filomena Morisco
- Gastroenterology Unit, Department of Clinical Medicine and Surgery, University of Naples Federico II, 80138 Naples, Italy.
| | - Francesca Romana Ponziani
- Internal Medicine, Gastroenterology and Hepatology, Fondazione Policlinico Universitario A. Gemelli IRCCS, 00168 Rome, Italy.
| | - Maria Rendina
- UOC Gastroenterologia Universitaria, Dipartimento Emergenza e trapianti di organo, Azienda Policlinico-Universita' di Bari, 70124 Bari, Italy.
| | - Francesco Paolo Russo
- Gastroenterology and Multivisceral Transplant Unit, Padua University Hospital, 35124 Padua, Italy.
| | - Rodolfo Sacco
- UOC Gastroenterologia ed Endoscopia Digestiva, Azienda Ospedaliera Universitaria "Ospedali Riuniti", 71122 Foggia, Italy.
| | - Mauro Viganò
- Division of Hepatology, Ospedale San Giuseppe, University of Milan, 20122 Milan, Italy.
| | - Alessandro Vitale
- UOC di Chirurgia Epatobiliare, Dipartimento di Scienze Chirurgiche Oncologiche e Gastroenterologiche, Azienda Università di Padova, 35124 Padua, Italy.
| | - Franco Trevisani
- Dipartimento di Scienze Mediche e Chirurgiche Alma Mater Studiorum, Università di Bologna, 40126 Bologna, Italy.
| |
Collapse
|
88
|
Cruz JC, Watchmaker JM, Albin MM, Wang L, Wu G, Baker JC, Fritsche MR, Alexopoulos SP, Matsuoka L, Fleming JW, Su J, Borgmann AJ, Banovac F, Brown DB. Neutrophil/Lymphocyte Ratio Predicts Increased Risk of Immediate Progressive Disease following Chemoembolization of Hepatocellular Carcinoma. J Vasc Interv Radiol 2019; 30:1887-1892. [PMID: 31669086 DOI: 10.1016/j.jvir.2019.08.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2019] [Revised: 07/19/2019] [Accepted: 08/04/2019] [Indexed: 02/08/2023] Open
Abstract
PURPOSE To demonstrate that patients with hepatocellular carcinoma (HCC) and elevated baseline neutrophil/lymphocyte ratio (NLR) have a significantly greater risk of progressive disease following initial transarterial chemoembolization. MATERIALS AND METHODS A total of 190 HCC patients (149 male/41 female) treated with transarterial chemoembolization between July 2013 and July 2017 were reviewed. Mean patient age was 62. Child-Pugh grades were 132 A, 61 B, and 4 C. Tracked criteria included etiology of cirrhosis, tumor number, Barcelona Clinic Liver Cancer score, diameter of the largest 2 tumors, and presence of portal vein thrombosis. Complete blood count with differential before the procedure was used for NLR calculation. Follow-up imaging was performed 2 months after treatment. The modified response evaluation criteria in solid tumors were used to assess response. The association between baseline NLR and tumor response (ordinal modified response evaluation criteria in solid tumors categories) on 2-month follow-up imaging was evaluated using the proportional odds logistic regression model. RESULTS A total of 194 patients (76.6%) patients had a preprocedural NLR <3.5, and 59 (23%) patients had a preprocedural NLR ≥3.5. There was a statistically significant association between baseline NLR and immediate progression on 2-month follow-up imaging (mean NLR 4.10, 2.76, 2.72, and 2.48 for progressive and stable disease and partial and complete response, respectively; odds ratio 2.1, P = .04). NLR (P = .021) and tumor multiplicity (P = .011) predicted progressive disease at 2-month imaging. CONCLUSIONS Elevated baseline NLR is associated with higher rates of HCC tumor progression at 2-month follow-up imaging after transarterial chemoembolization.
Collapse
Affiliation(s)
- Jeffrey C Cruz
- Division of Interventional Radiology, Vanderbilt University Medical Center, 1161 Medical Center Drive, CCC-1118 Medical Center North, Nashville, TN 37232
| | | | - Matthias M Albin
- Division of Interventional Radiology, Vanderbilt University Medical Center, 1161 Medical Center Drive, CCC-1118 Medical Center North, Nashville, TN 37232
| | - Li Wang
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Gong Wu
- Department of Biostatistics, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Jennifer C Baker
- Division of Interventional Radiology, Vanderbilt University Medical Center, 1161 Medical Center Drive, CCC-1118 Medical Center North, Nashville, TN 37232
| | - Micah R Fritsche
- Division of Interventional Radiology, Vanderbilt University Medical Center, 1161 Medical Center Drive, CCC-1118 Medical Center North, Nashville, TN 37232
| | - Sophoclis P Alexopoulos
- Division of Hepatobiliary Surgery and Liver Transplantation, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Lea Matsuoka
- Division of Hepatobiliary Surgery and Liver Transplantation, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Jacob W Fleming
- Vanderbilt University School of Medicine, Nashville, Tennessee
| | - James Su
- Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Anthony J Borgmann
- Division of Interventional Radiology, Vanderbilt University Medical Center, 1161 Medical Center Drive, CCC-1118 Medical Center North, Nashville, TN 37232
| | - Filip Banovac
- Division of Interventional Radiology, Vanderbilt University Medical Center, 1161 Medical Center Drive, CCC-1118 Medical Center North, Nashville, TN 37232
| | - Daniel B Brown
- Division of Interventional Radiology, Vanderbilt University Medical Center, 1161 Medical Center Drive, CCC-1118 Medical Center North, Nashville, TN 37232.
| |
Collapse
|
89
|
Keenan BP, Fong L, Kelley RK. Immunotherapy in hepatocellular carcinoma: the complex interface between inflammation, fibrosis, and the immune response. J Immunother Cancer 2019; 7:267. [PMID: 31627733 PMCID: PMC6798343 DOI: 10.1186/s40425-019-0749-z] [Citation(s) in RCA: 152] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Accepted: 09/20/2019] [Indexed: 02/06/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the third leading cause of cancer deaths worldwide and confers a poor prognosis. Beyond standard systemic therapy with multikinase inhibitors, recent studies demonstrate the potential for robust and durable responses from immune checkpoint inhibition in subsets of HCC patients across disease etiologies. The majority of HCC arises in the context of chronic inflammation and from within a fibrotic liver, with many cases associated with hepatitis virus infections, toxins, and fatty liver disease. Many patients also have concomitant cirrhosis which is associated with both local and systemic immune deficiency. Furthermore, the liver is an immunologic organ in itself, which may enhance or suppress the immune response to cancer arising within it. Here, we explore the immunobiology of the liver from its native state to chronic inflammation, fibrosis, cirrhosis and then to cancer, and summarize how this unique microenvironment may affect the response to immunotherapy.
Collapse
Affiliation(s)
- Bridget P Keenan
- Division of Hematology/Oncology, Department of Medicine, University of California San Francisco, Room M1286, 505 Parnassus Ave., San Francisco, CA, 94143, USA. .,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA.
| | - Lawrence Fong
- Division of Hematology/Oncology, Department of Medicine, University of California San Francisco, Room M1286, 505 Parnassus Ave., San Francisco, CA, 94143, USA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Robin K Kelley
- Division of Hematology/Oncology, Department of Medicine, University of California San Francisco, Room M1286, 505 Parnassus Ave., San Francisco, CA, 94143, USA.,Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| |
Collapse
|
90
|
Ma L, Hernandez MO, Zhao Y, Mehta M, Tran B, Kelly M, Rae Z, Hernandez JM, Davis JL, Martin SP, Kleiner DE, Hewitt SM, Ylaya K, Wood BJ, Greten TF, Wang XW. Tumor Cell Biodiversity Drives Microenvironmental Reprogramming in Liver Cancer. Cancer Cell 2019; 36:418-430.e6. [PMID: 31588021 PMCID: PMC6801104 DOI: 10.1016/j.ccell.2019.08.007] [Citation(s) in RCA: 517] [Impact Index Per Article: 86.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Revised: 08/08/2019] [Accepted: 08/24/2019] [Indexed: 02/08/2023]
Abstract
Cellular diversity in tumors is a key factor for therapeutic failures and lethal outcomes of solid malignancies. Here, we determined the single-cell transcriptomic landscape of liver cancer biospecimens from 19 patients. We found varying degrees of heterogeneity in malignant cells within and between tumors and diverse landscapes of tumor microenvironment (TME). Strikingly, tumors with higher transcriptomic diversity were associated with patient's worse overall survival. We found a link between hypoxia-dependent vascular endothelial growth factor expression in tumor diversity and TME polarization. Moreover, T cells from higher heterogeneous tumors showed lower cytolytic activities. Consistent results were found using bulk genomic and transcriptomic profiles of 765 liver tumors. Our results offer insight into the diverse ecosystem of liver cancer and its impact on patient prognosis.
Collapse
MESH Headings
- Adult
- Aged
- Aged, 80 and over
- Antineoplastic Agents, Immunological/pharmacology
- Antineoplastic Agents, Immunological/therapeutic use
- Bile Duct Neoplasms/genetics
- Bile Duct Neoplasms/mortality
- Bile Duct Neoplasms/pathology
- Bile Duct Neoplasms/therapy
- Bile Ducts, Intrahepatic/pathology
- Bile Ducts, Intrahepatic/surgery
- Biopsy
- Carcinoma, Hepatocellular/genetics
- Carcinoma, Hepatocellular/mortality
- Carcinoma, Hepatocellular/pathology
- Carcinoma, Hepatocellular/therapy
- Cholangiocarcinoma/genetics
- Cholangiocarcinoma/mortality
- Cholangiocarcinoma/pathology
- Cholangiocarcinoma/therapy
- DNA Copy Number Variations
- Drug Resistance, Neoplasm/genetics
- Female
- Gene Expression Regulation, Neoplastic
- Genetic Variation
- Hepatectomy
- Humans
- Liver/pathology
- Liver/surgery
- Liver Neoplasms/genetics
- Liver Neoplasms/mortality
- Liver Neoplasms/pathology
- Liver Neoplasms/therapy
- Male
- Middle Aged
- Prognosis
- Progression-Free Survival
- RNA-Seq
- Single-Cell Analysis
- Tumor Microenvironment/drug effects
- Tumor Microenvironment/genetics
- Vascular Endothelial Growth Factor A/genetics
- Vascular Endothelial Growth Factor A/metabolism
Collapse
Affiliation(s)
- Lichun Ma
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Maria O Hernandez
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA; Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., Frederick, MD 20701, USA
| | - Yongmei Zhao
- Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., Frederick, MD 20701, USA
| | - Monika Mehta
- Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., Frederick, MD 20701, USA
| | - Bao Tran
- Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., Frederick, MD 20701, USA
| | - Michael Kelly
- Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., Frederick, MD 20701, USA
| | - Zachary Rae
- Frederick National Laboratory for Cancer Research, Leidos Biomedical Research, Inc., Frederick, MD 20701, USA
| | - Jonathan M Hernandez
- Surgical Oncology Program, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Jeremy L Davis
- Surgical Oncology Program, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Sean P Martin
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA; Surgical Oncology Program, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - David E Kleiner
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA; Liver Cancer Program, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Stephen M Hewitt
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Kris Ylaya
- Laboratory of Pathology, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Bradford J Wood
- Liver Cancer Program, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA; NIH Center for Interventional Oncology, Bethesda, MD 20892, USA
| | - Tim F Greten
- Liver Cancer Program, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA; Thoracic and GI Malignancies Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA
| | - Xin Wei Wang
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA; Liver Cancer Program, Center for Cancer Research, National Cancer Institute, Bethesda, MD 20892, USA.
| |
Collapse
|
91
|
Fu Y, Liu S, Zeng S, Shen H. From bench to bed: the tumor immune microenvironment and current immunotherapeutic strategies for hepatocellular carcinoma. J Exp Clin Cancer Res 2019; 38:396. [PMID: 31500650 PMCID: PMC6734524 DOI: 10.1186/s13046-019-1396-4] [Citation(s) in RCA: 295] [Impact Index Per Article: 49.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Accepted: 08/27/2019] [Indexed: 02/07/2023] Open
Abstract
Hepatocellular carcinoma (HCC) ranks the most common primary liver malignancy and the third leading cause of tumor-related mortality worldwide. Unfortunately, despite advances in HCC treatment, less than 40% of HCC patients are eligible for potentially curative therapies. Recently, cancer immunotherapy has emerged as one of the most promising approaches for cancer treatment. It has been proven therapeutically effective in many types of solid tumors, such as non-small cell lung cancer and melanoma. As an inflammation-associated tumor, it's well-evidenced that the immunosuppressive microenvironment of HCC can promote immune tolerance and evasion by various mechanisms. Triggering more vigorous HCC-specific immune response represents a novel strategy for its management. Pre-clinical and clinical investigations have revealed that various immunotherapies might extend current options for needed HCC treatment. In this review, we provide the recent progress on HCC immunology from both basic and clinical perspectives, and discuss potential advances and challenges of immunotherapy in HCC.
Collapse
MESH Headings
- Adaptive Immunity
- Animals
- Antineoplastic Agents, Immunological/pharmacology
- Antineoplastic Agents, Immunological/therapeutic use
- Biomarkers, Tumor
- Carcinoma, Hepatocellular/immunology
- Carcinoma, Hepatocellular/pathology
- Carcinoma, Hepatocellular/therapy
- Clinical Trials as Topic
- Combined Modality Therapy/methods
- Humans
- Immunity, Innate
- Immunotherapy/adverse effects
- Immunotherapy/methods
- Liver Neoplasms/immunology
- Liver Neoplasms/pathology
- Liver Neoplasms/therapy
- Lymphocytes, Tumor-Infiltrating/immunology
- Lymphocytes, Tumor-Infiltrating/metabolism
- Lymphocytes, Tumor-Infiltrating/pathology
- Translational Research, Biomedical
- Treatment Outcome
- Tumor Microenvironment/immunology
Collapse
Affiliation(s)
- Yaojie Fu
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008 Hunan China
| | - Shanshan Liu
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008 Hunan China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008 Hunan China
| | - Shan Zeng
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008 Hunan China
- Key Laboratory for Molecular Radiation Oncology of Hunan Province, Xiangya Hospital, Central South University, Changsha, 410008 Hunan China
| | - Hong Shen
- Department of Oncology, Xiangya Hospital, Central South University, Changsha, 410008 Hunan China
- National Clinical Research Center for Geriatric Disorders, Xiangya Hospital, Central South University, Changsha, 410008 Hunan China
| |
Collapse
|
92
|
Cariani E, Missale G. Immune landscape of hepatocellular carcinoma microenvironment: Implications for prognosis and therapeutic applications. Liver Int 2019; 39:1608-1621. [PMID: 31314948 DOI: 10.1111/liv.14192] [Citation(s) in RCA: 56] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/30/2019] [Revised: 07/02/2019] [Accepted: 07/03/2019] [Indexed: 02/06/2023]
Abstract
The development of immunotherapy for solid tumours has boosted interest in the contexture of tumour immune microenvironment (TIME). Several lines of evidence indicate that the interplay between tumour cells and TIME components is a key factor for the evolution of hepatocellular carcinoma (HCC) and for the likelihood of response to immunotherapeutics. The availability of high-resolution methods will be instrumental for a better definition of the complexity and diversity of TIME with the aim of predicting disease outcome, treatment response and possibly new therapeutic targets. Here, we review current knowledge about the immunological mechanisms involved in shaping the clinical course of HCC. Effector cells, regulatory cells and soluble mediators are discussed for their role defining TIME and as targets for immune modulation, together with possible immune signatures for optimization of immunotherapeutic strategies.
Collapse
Affiliation(s)
- Elisabetta Cariani
- Toxicology and Advanced Diagnostics, Ospedale S. Agostino-Estense, Modena, Italy
| | - Gabriele Missale
- Department of Medicine and Surgery, University of Parma, Parma, Italy
| |
Collapse
|
93
|
Hatanaka T, Kakizaki S, Uehara D, Nagashima T, Ueno T, Namikawa M, Saito S, Hosonuma K, Suzuki H, Naganuma A, Takagi H, Sato K, Uraoka T. Impact of the Prognostic Nutritional Index on the Survival of Japanese Patients with Hepatocellular Carcinoma Treated with Sorafenib: A Multicenter Retrospective Study. Intern Med 2019; 58:1835-1844. [PMID: 30918170 PMCID: PMC6663544 DOI: 10.2169/internalmedicine.1594-18] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Accepted: 01/07/2019] [Indexed: 12/21/2022] Open
Abstract
Objective The purpose of this multicenter retrospective study was to investigate the impact of the prognostic nutritional index (PNI) on the survival of Japanese patients with hepatocellular carcinoma (HCC) treated with sorafenib. Methods A total of 178 HCC patients from May 2009 to December 2015 at our affiliated hospitals was included in this study. The PNI was calculated as follows: 10×serum albumin (g/dL) +0.005×total lymphocyte count (per mm3). The patients were divided into two groups according to the cut-off value of the PNI and as calculated by a receiver operating characteristic curve analysis. Results The optimum cut-off value of the PNI was set at 46.8. We defined the 33 patients with a PNI≥46.8 as the PNI-high group and the 145 patients with a PNI<46.8 as the PNI-low group. The response rate was 20.0% in the PNI-high group and 8.1% in the PNI-low group, without any statistically significance (p=0.09). The duration of sorafenib therapy and the overall survival in the PNI-high group were significantly better than those in the PNI-low group. The PNI-high group was thus found to be a predictive factor associated with the duration of sorafenib therapy [hazard ratio (HR) 0.58; 95% confidence interval (CI) 0.39-0.87, p=0.008] and overall survival (HR 0.62; 95% CI 0.39-0.99, p=0.046) in a multivariate analysis. Conclusion The PNI is a simple and useful marker for predicting the survival of patients with HCC treated with sorafenib.
Collapse
Affiliation(s)
- Takeshi Hatanaka
- Department of Gastroenterology, Gunma Saiseikai Maebashi Hospital, Japan
| | - Satoru Kakizaki
- Department of Gastroenterology and Hepatology, Gunma University Graduate School of Medicine, Japan
| | - Daisuke Uehara
- Department of Gastroenterology and Hepatology, Gunma University Graduate School of Medicine, Japan
| | - Tamon Nagashima
- Department of Gastroenterology, Shibukawa Medical Center, National Hospital Organization, Japan
| | - Takashi Ueno
- Department of Internal Medicine, Isesaki Municipal Hospital, Japan
| | - Masashi Namikawa
- Department of Internal Medicine, Kiryu Kosei General Hospital, Japan
| | - Shuichi Saito
- Department of Gastroenterology, Tomioka General Hospital, Japan
| | | | - Hideyuki Suzuki
- Department of Internal Medicine, Haramachi Red Cross Hospital, Japan
| | - Atsushi Naganuma
- Department of Gastroenterology, Takasaki General Medical Center, National Hospital Organization, Japan
| | - Hitoshi Takagi
- Department of Gastroenterology and Hepatology, Kusunoki Hospital, Japan
| | - Ken Sato
- Department of Gastroenterology and Hepatology, Gunma University Graduate School of Medicine, Japan
| | - Toshio Uraoka
- Department of Gastroenterology and Hepatology, Gunma University Graduate School of Medicine, Japan
| |
Collapse
|
94
|
Xu X, Zhang HL, Liu QP, Sun SW, Zhang J, Zhu FP, Yang G, Yan X, Zhang YD, Liu XS. Radiomic analysis of contrast-enhanced CT predicts microvascular invasion and outcome in hepatocellular carcinoma. J Hepatol 2019; 70:1133-1144. [PMID: 30876945 DOI: 10.1016/j.jhep.2019.02.023] [Citation(s) in RCA: 480] [Impact Index Per Article: 80.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/12/2018] [Revised: 01/30/2019] [Accepted: 02/16/2019] [Indexed: 12/12/2022]
Abstract
BACKGROUND & AIMS Microvascular invasion (MVI) impairs surgical outcomes in patients with hepatocellular carcinoma (HCC). As there is no single highly reliable factor to preoperatively predict MVI, we developed a computational approach integrating large-scale clinical and imaging modalities, especially radiomic features from contrast-enhanced CT, to predict MVI and clinical outcomes in patients with HCC. METHODS In total, 495 surgically resected patients were retrospectively included. MVI-related radiomic scores (R-scores) were built from 7,260 radiomic features in 6 target volumes. Six R-scores, 15 clinical factors, and 12 radiographic scores were integrated into a predictive model, the radiographic-radiomic (RR) model, with multivariate logistic regression. RESULTS Radiomics related to tumor size and intratumoral heterogeneity were the top-ranked MVI predicting features. The related R-scores showed significant differences according to MVI status (p <0.001). Regression analysis identified 8 MVI risk factors, including 5 radiographic features and an R-score. The R-score (odds ratio [OR] 2.34) was less important than tumor capsule (OR 5.12), tumor margin (OR4.20), and peritumoral enhancement (OR 3.03). The RR model using these predictors achieved an area under the curve (AUC) of 0.909 in training/validation and 0.889 in the test set. Progression-free survival (PFS) and overall survival (OS) were significantly different between the RR-predicted MVI-absent and MVI-present groups (median PFS: 49.5 vs. 12.9 months; median OS: 76.3 vs. 47.3 months). RR-computed MVI probability, histologic MVI, tumor size, and Edmondson-Steiner grade were independently associated with disease-specific recurrence and mortality. CONCLUSIONS The computational approach, integrating large-scale clinico-radiologic and radiomic features, demonstrates good performance for predicting MVI and clinical outcomes. However, radiomics with current CT imaging analysis protocols do not provide statistically significant added value to radiographic scores. LAY SUMMARY The most effective treatment for hepatocellular carcinoma (HCC) is surgical removal of the tumor but often recurrence occurs, partly due to the presence of microvascular invasion (MVI). Lacking a single highly reliable factor able to preoperatively predict MVI, we developed a computational approach to predict MVI and the long-term clinical outcome of patients with HCC. In particular, the added value of radiomics, a newly emerging form of radiography, was comprehensively investigated. This computational method can enhance the communication with the patient about the likely success of the treatment and guide clinical management, with the aim of finding drugs that reduce the risk of recurrence.
Collapse
Affiliation(s)
- Xun Xu
- Department of Radiology, The First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Hai-Long Zhang
- Department of Radiology, The First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Qiu-Ping Liu
- Department of Radiology, The First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Shu-Wen Sun
- Department of Radiology, The First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Jing Zhang
- Shanghai Key Laboratory of Magnetic Resonance, East China Normal University, Shanghai, China
| | - Fei-Peng Zhu
- Department of Radiology, The First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu Province, China
| | - Guang Yang
- Shanghai Key Laboratory of Magnetic Resonance, East China Normal University, Shanghai, China
| | - Xu Yan
- MR Scientific Marketing, Siemens Healthcare, Shanghai, China
| | - Yu-Dong Zhang
- Department of Radiology, The First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu Province, China.
| | - Xi-Sheng Liu
- Department of Radiology, The First Affiliated Hospital with Nanjing Medical University, Nanjing, Jiangsu Province, China.
| |
Collapse
|
95
|
Liao M, Qin W, Liao Y, Yao R, Yu J, Liao W. Prognostic Value of Gamma-Glutamyl Transpeptidase to Lymphocyte Count Ratio in Patients With Single Tumor Size ≤ 5 cm Hepatocellular Carcinoma After Radical Resection. Front Oncol 2019; 9:347. [PMID: 31165038 PMCID: PMC6536585 DOI: 10.3389/fonc.2019.00347] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2018] [Accepted: 04/15/2019] [Indexed: 12/13/2022] Open
Abstract
Prediction of prognosis of hepatocellular carcinoma (HCC) has shown an important role in improving treatment outcomes and preventing disease progression, however, the prognostic indicator of HCC is still lacking. The purpose of this study is to investigate the predictive value of GLR (gamma-glutamyl transpeptidase to lymphocyte count ratio) in single HCC with a tumor size (TS) ≤ 5 cm. A retrospective analysis was performed on 272 patients with TS ≤ 5 cm who underwent radical resection. The Pearson χ2 test was applied to discuss the relationship between HCC and GLR, alpha-fetoprotein (AFP). Then univariate and multivariate analysis was utilized to predict the risk factors for survival prognosis in patients. In this study, GLR showed a positive relation with tumor size, tumor-node-metastasis (TNM) stage, microvascular invasion, early recurrence, and serum aspartate aminotransferase (AST) level, while the AFP value only correlated with drinking. Elevated GLR value had poor overall survival (OS) and progression-free survival (PFS) of TS ≤ 5 cm HCC patients, GLR level and tumor size were closely related to the prognosis of small HCC patients compared with AFP. GLR may serve as a prognostic marker for dynamic monitoring of HCC patients with single TS ≤ 5 cm after radical resection.
Collapse
Affiliation(s)
- Minjun Liao
- Laboratory of Hepatobiliary and Pancreatic Surgery, Affiliated Hospital of Guilin Medical University, Guilin, China.,Oncology Medical College, Guangxi Medical University, Nanning, China
| | - Wanying Qin
- Laboratory of Hepatobiliary and Pancreatic Surgery, Affiliated Hospital of Guilin Medical University, Guilin, China
| | - Yan Liao
- Laboratory of Hepatobiliary and Pancreatic Surgery, Affiliated Hospital of Guilin Medical University, Guilin, China.,Disease Prevention and Control Center of Guilin, Guilin, China
| | - Renzhi Yao
- Laboratory of Hepatobiliary and Pancreatic Surgery, Affiliated Hospital of Guilin Medical University, Guilin, China
| | - Junxiong Yu
- Department of Anesthesiology, The Second Affiliated Hospital of Guilin Medical University, Guilin, China
| | - Weijia Liao
- Laboratory of Hepatobiliary and Pancreatic Surgery, Affiliated Hospital of Guilin Medical University, Guilin, China
| |
Collapse
|
96
|
Löffler MW, Mohr C, Bichmann L, Freudenmann LK, Walzer M, Schroeder CM, Trautwein N, Hilke FJ, Zinser RS, Mühlenbruch L, Kowalewski DJ, Schuster H, Sturm M, Matthes J, Riess O, Czemmel S, Nahnsen S, Königsrainer I, Thiel K, Nadalin S, Beckert S, Bösmüller H, Fend F, Velic A, Maček B, Haen SP, Buonaguro L, Kohlbacher O, Stevanović S, Königsrainer A, Rammensee HG. Multi-omics discovery of exome-derived neoantigens in hepatocellular carcinoma. Genome Med 2019; 11:28. [PMID: 31039795 PMCID: PMC6492406 DOI: 10.1186/s13073-019-0636-8] [Citation(s) in RCA: 98] [Impact Index Per Article: 16.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2019] [Accepted: 04/03/2019] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Although mutated HLA ligands are considered ideal cancer-specific immunotherapy targets, evidence for their presentation is lacking in hepatocellular carcinomas (HCCs). Employing a unique multi-omics approach comprising a neoepitope identification pipeline, we assessed exome-derived mutations naturally presented as HLA class I ligands in HCCs. METHODS In-depth multi-omics analyses included whole exome and transcriptome sequencing to define individual patient-specific search spaces of neoepitope candidates. Evidence for the natural presentation of mutated HLA ligands was investigated through an in silico pipeline integrating proteome and HLA ligandome profiling data. RESULTS The approach was successfully validated in a state-of-the-art dataset from malignant melanoma, and despite multi-omics evidence for somatic mutations, mutated naturally presented HLA ligands remained elusive in HCCs. An analysis of extensive cancer datasets confirmed fundamental differences of tumor mutational burden in HCC and malignant melanoma, challenging the notion that exome-derived mutations contribute relevantly to the expectable neoepitope pool in malignancies with only few mutations. CONCLUSIONS This study suggests that exome-derived mutated HLA ligands appear to be rarely presented in HCCs, inter alia resulting from a low mutational burden as compared to other malignancies such as malignant melanoma. Our results therefore demand widening the target scope for personalized immunotherapy beyond this limited range of mutated neoepitopes, particularly for malignancies with similar or lower mutational burden.
Collapse
Affiliation(s)
- Markus W. Löffler
- Department of General, Visceral and Transplant Surgery, University Hospital Tübingen, Hoppe-Seyler-Str. 3, D-72076 Tübingen, Germany
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076 Tübingen, Germany
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) Partner Site Tübingen, Tübingen, Germany
- Department of Clinical Pharmacology, University Hospital Tübingen, Auf der Morgenstelle 8, D-72076 Tübingen, Germany
| | - Christopher Mohr
- Institute for Translational Bioinformatics, University Hospital Tübingen, Tübingen, Germany
- Quantitative Biology Center (QBiC), University of Tübingen, Auf der Morgenstelle 10, D-72076 Tübingen, Germany
| | - Leon Bichmann
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076 Tübingen, Germany
- Center for Bioinformatics, University of Tübingen, Sand 14, D-72076 Tübingen, Germany
- Department of Computer Science, Applied Bioinformatics, Sand 14, D-72076 Tübingen, Germany
| | - Lena Katharina Freudenmann
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076 Tübingen, Germany
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) Partner Site Tübingen, Tübingen, Germany
| | - Mathias Walzer
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076 Tübingen, Germany
- Center for Bioinformatics, University of Tübingen, Sand 14, D-72076 Tübingen, Germany
- Department of Computer Science, Applied Bioinformatics, Sand 14, D-72076 Tübingen, Germany
- Present address: European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SD, United Kingdom
| | - Christopher M. Schroeder
- Institute of Medical Genetics and Applied Genomics, University Hospital Tübingen, Calwerstr. 7, D-72076 Tübingen, Germany
| | - Nico Trautwein
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076 Tübingen, Germany
| | - Franz J. Hilke
- Institute of Medical Genetics and Applied Genomics, University Hospital Tübingen, Calwerstr. 7, D-72076 Tübingen, Germany
| | - Raphael S. Zinser
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076 Tübingen, Germany
| | - Lena Mühlenbruch
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076 Tübingen, Germany
| | - Daniel J. Kowalewski
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076 Tübingen, Germany
- Present address: Immatics Biotechnologies GmbH, Paul-Ehrlich-Str. 15, D-72076 Tübingen, Germany
| | - Heiko Schuster
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076 Tübingen, Germany
- Present address: Immatics Biotechnologies GmbH, Paul-Ehrlich-Str. 15, D-72076 Tübingen, Germany
| | - Marc Sturm
- Institute of Medical Genetics and Applied Genomics, University Hospital Tübingen, Calwerstr. 7, D-72076 Tübingen, Germany
| | - Jakob Matthes
- Institute of Medical Genetics and Applied Genomics, University Hospital Tübingen, Calwerstr. 7, D-72076 Tübingen, Germany
| | - Olaf Riess
- Institute of Medical Genetics and Applied Genomics, University Hospital Tübingen, Calwerstr. 7, D-72076 Tübingen, Germany
- NGS Competence Center Tübingen (NCCT), University of Tübingen, Tübingen, Germany
| | - Stefan Czemmel
- Quantitative Biology Center (QBiC), University of Tübingen, Auf der Morgenstelle 10, D-72076 Tübingen, Germany
| | - Sven Nahnsen
- Quantitative Biology Center (QBiC), University of Tübingen, Auf der Morgenstelle 10, D-72076 Tübingen, Germany
| | - Ingmar Königsrainer
- Department of General, Visceral and Transplant Surgery, University Hospital Tübingen, Hoppe-Seyler-Str. 3, D-72076 Tübingen, Germany
| | - Karolin Thiel
- Department of General, Visceral and Transplant Surgery, University Hospital Tübingen, Hoppe-Seyler-Str. 3, D-72076 Tübingen, Germany
| | - Silvio Nadalin
- Department of General, Visceral and Transplant Surgery, University Hospital Tübingen, Hoppe-Seyler-Str. 3, D-72076 Tübingen, Germany
| | - Stefan Beckert
- Department of General, Visceral and Transplant Surgery, University Hospital Tübingen, Hoppe-Seyler-Str. 3, D-72076 Tübingen, Germany
- Present address: Department of General and Visceral Surgery, Schwarzwald-Baar Hospital, Klinikstr. 11, D-78052 Villingen-Schwenningen, Germany
| | - Hans Bösmüller
- Institute of Pathology and Neuropathology, University Hospital Tübingen, Liebermeisterstr. 8, D-72076 Tübingen, Germany
| | - Falko Fend
- Institute of Pathology and Neuropathology, University Hospital Tübingen, Liebermeisterstr. 8, D-72076 Tübingen, Germany
| | - Ana Velic
- Interfaculty Institute for Cell Biology, Proteome Center Tübingen (PCT), University of Tübingen, Auf der Morgenstelle 15, 72076 Tübingen, Germany
| | - Boris Maček
- Interfaculty Institute for Cell Biology, Proteome Center Tübingen (PCT), University of Tübingen, Auf der Morgenstelle 15, 72076 Tübingen, Germany
| | - Sebastian P. Haen
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076 Tübingen, Germany
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) Partner Site Tübingen, Tübingen, Germany
- Internal Medicine, Department for Oncology, Hematology, Immunology, Rheumatology and Pulmonology, University of Tübingen, Otfried-Müller-Str. 10, D-72076 Tübingen, Germany
| | - Luigi Buonaguro
- Cancer Immunoregulation Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori, “Fondazione Pascale” – IRCCS, 80131 Naples, Italy
| | - Oliver Kohlbacher
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) Partner Site Tübingen, Tübingen, Germany
- Institute for Translational Bioinformatics, University Hospital Tübingen, Tübingen, Germany
- Quantitative Biology Center (QBiC), University of Tübingen, Auf der Morgenstelle 10, D-72076 Tübingen, Germany
- Center for Bioinformatics, University of Tübingen, Sand 14, D-72076 Tübingen, Germany
- Department of Computer Science, Applied Bioinformatics, Sand 14, D-72076 Tübingen, Germany
- NGS Competence Center Tübingen (NCCT), University of Tübingen, Tübingen, Germany
- Max Planck Institute for Developmental Biology, Biomolecular Interactions, Spemannstr. 35, D-72076 Tübingen, Germany
| | - Stefan Stevanović
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076 Tübingen, Germany
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) Partner Site Tübingen, Tübingen, Germany
| | - Alfred Königsrainer
- Department of General, Visceral and Transplant Surgery, University Hospital Tübingen, Hoppe-Seyler-Str. 3, D-72076 Tübingen, Germany
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) Partner Site Tübingen, Tübingen, Germany
| | - HEPAVAC Consortium
- Department of General, Visceral and Transplant Surgery, University Hospital Tübingen, Hoppe-Seyler-Str. 3, D-72076 Tübingen, Germany
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076 Tübingen, Germany
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) Partner Site Tübingen, Tübingen, Germany
- Department of Clinical Pharmacology, University Hospital Tübingen, Auf der Morgenstelle 8, D-72076 Tübingen, Germany
- Institute for Translational Bioinformatics, University Hospital Tübingen, Tübingen, Germany
- Quantitative Biology Center (QBiC), University of Tübingen, Auf der Morgenstelle 10, D-72076 Tübingen, Germany
- Center for Bioinformatics, University of Tübingen, Sand 14, D-72076 Tübingen, Germany
- Department of Computer Science, Applied Bioinformatics, Sand 14, D-72076 Tübingen, Germany
- Present address: European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SD, United Kingdom
- Institute of Medical Genetics and Applied Genomics, University Hospital Tübingen, Calwerstr. 7, D-72076 Tübingen, Germany
- Present address: Immatics Biotechnologies GmbH, Paul-Ehrlich-Str. 15, D-72076 Tübingen, Germany
- NGS Competence Center Tübingen (NCCT), University of Tübingen, Tübingen, Germany
- Present address: Department of General and Visceral Surgery, Schwarzwald-Baar Hospital, Klinikstr. 11, D-78052 Villingen-Schwenningen, Germany
- Institute of Pathology and Neuropathology, University Hospital Tübingen, Liebermeisterstr. 8, D-72076 Tübingen, Germany
- Interfaculty Institute for Cell Biology, Proteome Center Tübingen (PCT), University of Tübingen, Auf der Morgenstelle 15, 72076 Tübingen, Germany
- Internal Medicine, Department for Oncology, Hematology, Immunology, Rheumatology and Pulmonology, University of Tübingen, Otfried-Müller-Str. 10, D-72076 Tübingen, Germany
- Cancer Immunoregulation Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori, “Fondazione Pascale” – IRCCS, 80131 Naples, Italy
- Max Planck Institute for Developmental Biology, Biomolecular Interactions, Spemannstr. 35, D-72076 Tübingen, Germany
| | - Hans-Georg Rammensee
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076 Tübingen, Germany
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) Partner Site Tübingen, Tübingen, Germany
| |
Collapse
|
97
|
Löffler MW, Mohr C, Bichmann L, Freudenmann LK, Walzer M, Schroeder CM, Trautwein N, Hilke FJ, Zinser RS, Mühlenbruch L, Kowalewski DJ, Schuster H, Sturm M, Matthes J, Riess O, Czemmel S, Nahnsen S, Königsrainer I, Thiel K, Nadalin S, Beckert S, Bösmüller H, Fend F, Velic A, Maček B, Haen SP, Buonaguro L, Kohlbacher O, Stevanović S, Königsrainer A, Rammensee HG. Multi-omics discovery of exome-derived neoantigens in hepatocellular carcinoma. Genome Med 2019. [PMID: 31039795 DOI: 10.1186/s13073-019-0636-8.] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Although mutated HLA ligands are considered ideal cancer-specific immunotherapy targets, evidence for their presentation is lacking in hepatocellular carcinomas (HCCs). Employing a unique multi-omics approach comprising a neoepitope identification pipeline, we assessed exome-derived mutations naturally presented as HLA class I ligands in HCCs. METHODS In-depth multi-omics analyses included whole exome and transcriptome sequencing to define individual patient-specific search spaces of neoepitope candidates. Evidence for the natural presentation of mutated HLA ligands was investigated through an in silico pipeline integrating proteome and HLA ligandome profiling data. RESULTS The approach was successfully validated in a state-of-the-art dataset from malignant melanoma, and despite multi-omics evidence for somatic mutations, mutated naturally presented HLA ligands remained elusive in HCCs. An analysis of extensive cancer datasets confirmed fundamental differences of tumor mutational burden in HCC and malignant melanoma, challenging the notion that exome-derived mutations contribute relevantly to the expectable neoepitope pool in malignancies with only few mutations. CONCLUSIONS This study suggests that exome-derived mutated HLA ligands appear to be rarely presented in HCCs, inter alia resulting from a low mutational burden as compared to other malignancies such as malignant melanoma. Our results therefore demand widening the target scope for personalized immunotherapy beyond this limited range of mutated neoepitopes, particularly for malignancies with similar or lower mutational burden.
Collapse
Affiliation(s)
- Markus W Löffler
- Department of General, Visceral and Transplant Surgery, University Hospital Tübingen, Hoppe-Seyler-Str. 3, D-72076, Tübingen, Germany. .,Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076, Tübingen, Germany. .,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) Partner Site Tübingen, Tübingen, Germany. .,Department of Clinical Pharmacology, University Hospital Tübingen, Auf der Morgenstelle 8, D-72076, Tübingen, Germany.
| | - Christopher Mohr
- Institute for Translational Bioinformatics, University Hospital Tübingen, Tübingen, Germany.,Quantitative Biology Center (QBiC), University of Tübingen, Auf der Morgenstelle 10, D-72076, Tübingen, Germany
| | - Leon Bichmann
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076, Tübingen, Germany.,Center for Bioinformatics, University of Tübingen, Sand 14, D-72076, Tübingen, Germany.,Department of Computer Science, Applied Bioinformatics, Sand 14, D-72076, Tübingen, Germany
| | - Lena Katharina Freudenmann
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076, Tübingen, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) Partner Site Tübingen, Tübingen, Germany
| | - Mathias Walzer
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076, Tübingen, Germany.,Center for Bioinformatics, University of Tübingen, Sand 14, D-72076, Tübingen, Germany.,Department of Computer Science, Applied Bioinformatics, Sand 14, D-72076, Tübingen, Germany.,Present address: European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Trust Genome Campus, Hinxton, Cambridgeshire, CB10 1SD,, United Kingdom
| | - Christopher M Schroeder
- Institute of Medical Genetics and Applied Genomics, University Hospital Tübingen, Calwerstr. 7, D-72076, Tübingen, Germany
| | - Nico Trautwein
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076, Tübingen, Germany
| | - Franz J Hilke
- Institute of Medical Genetics and Applied Genomics, University Hospital Tübingen, Calwerstr. 7, D-72076, Tübingen, Germany
| | - Raphael S Zinser
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076, Tübingen, Germany
| | - Lena Mühlenbruch
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076, Tübingen, Germany
| | - Daniel J Kowalewski
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076, Tübingen, Germany.,Present address: Immatics Biotechnologies GmbH, Paul-Ehrlich-Str. 15, D-72076, Tübingen, Germany
| | - Heiko Schuster
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076, Tübingen, Germany.,Present address: Immatics Biotechnologies GmbH, Paul-Ehrlich-Str. 15, D-72076, Tübingen, Germany
| | - Marc Sturm
- Institute of Medical Genetics and Applied Genomics, University Hospital Tübingen, Calwerstr. 7, D-72076, Tübingen, Germany
| | - Jakob Matthes
- Institute of Medical Genetics and Applied Genomics, University Hospital Tübingen, Calwerstr. 7, D-72076, Tübingen, Germany
| | - Olaf Riess
- Institute of Medical Genetics and Applied Genomics, University Hospital Tübingen, Calwerstr. 7, D-72076, Tübingen, Germany.,NGS Competence Center Tübingen (NCCT), University of Tübingen, Tübingen, Germany
| | - Stefan Czemmel
- Quantitative Biology Center (QBiC), University of Tübingen, Auf der Morgenstelle 10, D-72076, Tübingen, Germany
| | - Sven Nahnsen
- Quantitative Biology Center (QBiC), University of Tübingen, Auf der Morgenstelle 10, D-72076, Tübingen, Germany
| | - Ingmar Königsrainer
- Department of General, Visceral and Transplant Surgery, University Hospital Tübingen, Hoppe-Seyler-Str. 3, D-72076, Tübingen, Germany
| | - Karolin Thiel
- Department of General, Visceral and Transplant Surgery, University Hospital Tübingen, Hoppe-Seyler-Str. 3, D-72076, Tübingen, Germany
| | - Silvio Nadalin
- Department of General, Visceral and Transplant Surgery, University Hospital Tübingen, Hoppe-Seyler-Str. 3, D-72076, Tübingen, Germany
| | - Stefan Beckert
- Department of General, Visceral and Transplant Surgery, University Hospital Tübingen, Hoppe-Seyler-Str. 3, D-72076, Tübingen, Germany.,Present address: Department of General and Visceral Surgery, Schwarzwald-Baar Hospital, Klinikstr. 11, D-78052, Villingen-Schwenningen, Germany
| | - Hans Bösmüller
- Institute of Pathology and Neuropathology, University Hospital Tübingen, Liebermeisterstr. 8, D-72076, Tübingen, Germany
| | - Falko Fend
- Institute of Pathology and Neuropathology, University Hospital Tübingen, Liebermeisterstr. 8, D-72076, Tübingen, Germany
| | - Ana Velic
- Interfaculty Institute for Cell Biology, Proteome Center Tübingen (PCT), University of Tübingen, Auf der Morgenstelle 15, 72076, Tübingen, Germany
| | - Boris Maček
- Interfaculty Institute for Cell Biology, Proteome Center Tübingen (PCT), University of Tübingen, Auf der Morgenstelle 15, 72076, Tübingen, Germany
| | - Sebastian P Haen
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076, Tübingen, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) Partner Site Tübingen, Tübingen, Germany.,Internal Medicine, Department for Oncology, Hematology, Immunology, Rheumatology and Pulmonology, University of Tübingen, Otfried-Müller-Str. 10, D-72076, Tübingen, Germany
| | - Luigi Buonaguro
- Cancer Immunoregulation Unit, Istituto Nazionale per lo Studio e la Cura dei Tumori, "Fondazione Pascale" - IRCCS, 80131, Naples, Italy
| | - Oliver Kohlbacher
- German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) Partner Site Tübingen, Tübingen, Germany.,Institute for Translational Bioinformatics, University Hospital Tübingen, Tübingen, Germany.,Quantitative Biology Center (QBiC), University of Tübingen, Auf der Morgenstelle 10, D-72076, Tübingen, Germany.,Center for Bioinformatics, University of Tübingen, Sand 14, D-72076, Tübingen, Germany.,Department of Computer Science, Applied Bioinformatics, Sand 14, D-72076, Tübingen, Germany.,NGS Competence Center Tübingen (NCCT), University of Tübingen, Tübingen, Germany.,Max Planck Institute for Developmental Biology, Biomolecular Interactions, Spemannstr. 35, D-72076, Tübingen, Germany
| | - Stefan Stevanović
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076, Tübingen, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) Partner Site Tübingen, Tübingen, Germany
| | - Alfred Königsrainer
- Department of General, Visceral and Transplant Surgery, University Hospital Tübingen, Hoppe-Seyler-Str. 3, D-72076, Tübingen, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) Partner Site Tübingen, Tübingen, Germany
| | | | - Hans-Georg Rammensee
- Interfaculty Institute for Cell Biology, Department of Immunology, University of Tübingen, Auf der Morgenstelle 15, D-72076, Tübingen, Germany.,German Cancer Consortium (DKTK) and German Cancer Research Center (DKFZ) Partner Site Tübingen, Tübingen, Germany
| |
Collapse
|
98
|
Adoptive cell transfer therapy for hepatocellular carcinoma. Front Med 2019; 13:3-11. [DOI: 10.1007/s11684-019-0684-x] [Citation(s) in RCA: 25] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Accepted: 12/20/2018] [Indexed: 02/08/2023]
|
99
|
Wu J, Ge XX, Zhu W, Zhi Q, Xu MD, Duan W, Chen K, Gong FR, Tao M, Shou LM, Wu MY, Wang WJ. Values of applying white blood cell counts in the prognostic evaluation of resectable colorectal cancer. Mol Med Rep 2019; 19:2330-2340. [PMID: 30664202 DOI: 10.3892/mmr.2019.9844] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2017] [Accepted: 07/09/2018] [Indexed: 12/13/2022] Open
Abstract
The count and classification of white blood cells (WBCs) may be used as prognostic markers in certain types of cancer. The present study investigated the prognostic potential of the counts of WBCs, including lymphocytes (LYs), monocytes (MOs), neutrophils (NEs), eosinophils (EOs) and basophils (BAs), in the prognosis of resectable colorectal cancer. The present study recruited 153 resectable colorectal cancer cases retrospectively, which were pathologically confirmed. All patients were divided into two groups, according to the median value of LY (low LY, ≤1.632x109/l or high LY, >1.632x109/l), MO (low MO, ≤0.330x109/l or high MO, >0.330x109/l), NE (low NE, ≤3.600x109/l or high NE, >3.600x109/l), EO (low EO, ≤0.085x109/l or high EO, >0.085x109/l), BA (low BA, ≤0.010x109/l or high BA, >0.010x109/l), or WBC (low WBC, ≤5.780x109/l or high WBC, >5.780x109/l). To evaluate the alterations in WBC counts following surgery and adjuvant chemotherapy; all samples received oxiplatin and capecitabine (XELOX) for 6‑8 cycles or 5‑fluorouracil, leucovorin and oxaliplatin (mFOLFOX6) for 10‑12 cycles. XELOX included oxaliplatin administered intravenously at a dose of 130 mg/m2 on day 1 and 850‑1,250 mg/m2 capecitabine twice daily for days 1‑14, repeated every 3 weeks. mFOLFOX6 included oxaliplatin administered intravenously at a dose of 85 mg/m2, 400 mg/m2 leucovorin and 400 mg/m2 5‑FU on day 1 followed by 1,200 mg/m2/days continuous infusion for 2 days (in total, 2,400 mg/m2 over 46‑48 h), repeated every 2 weeks. The present study investigated the post/pre‑treatment of LY, MO, NE, EO, BA and WBC ratios (≤1 indicated that LY, MO, NE, EO, BA and WBC counts were not increased following therapy; whereas, >1 suggested increased counts). Kaplan‑Meier curves were constructed to demonstrate overall survival (OS). A multivariate and univariate logistic regression analyses model was employed to identify the independent risk factors. Low pre‑treatment BA counts were associated with larger tumor size (>5 cm); pre‑treatment BA levels were positively associated with OS. Surgery significantly decreased the count of BAs and increased the count of EOs; whereas, no effect was observed on LYs, MOs, NEs or WBCs. Adjuvant chemotherapy markedly decreased the counts of LY, NE and WBC; whereas, no notable effects on MOs, EOs or BAs were observed. Whole course treatment (surgery combined with adjuvant chemotherapy) significantly decreased the values of LY, NE and WBC; however, increased the value of EO; no effects on the MO or BA counts were observed. An increased post‑/pre‑treatment NE ratio suggested poorer prognosis. Multivariate Cox regression analysis revealed that sex, tumor size, pre‑treatment BA count and the post‑/pre‑treatment NE ratio were independent prognostic factors affecting OS. The results of the present study suggested that the pre‑treatment BA count and post‑/pre‑treatment NE ratio may be potential prognostic factors for resectable colorectal cancer.
Collapse
Affiliation(s)
- Jing Wu
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Xin-Xin Ge
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Wenyu Zhu
- Department of Oncology, The Affiliated Changzhou No. 2 People's Hospital, Nanjing Medical University, Changzhou, Jiangsu 213000, P.R. China
| | - Qiaoming Zhi
- Department of General Surgery, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Meng-Dan Xu
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Weiming Duan
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Kai Chen
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Fei-Ran Gong
- Department of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Min Tao
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Liu-Mei Shou
- Department of Oncology, The First Affiliated Hospital of Zhejiang Chinese Medicine University, Hangzhou, Zhejiang 310006, P.R. China
| | - Meng-Yao Wu
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| | - Wen-Jie Wang
- Department of Oncology, The First Affiliated Hospital of Soochow University, Suzhou, Jiangsu 215006, P.R. China
| |
Collapse
|
100
|
Hu J, Wang N, Yang Y, Ma L, Han R, Zhang W, Yan C, Zheng Y, Wang X. Diagnostic value of alpha-fetoprotein combined with neutrophil-to-lymphocyte ratio for hepatocellular carcinoma. BMC Gastroenterol 2018; 18:186. [PMID: 30545306 PMCID: PMC6293657 DOI: 10.1186/s12876-018-0908-6] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/09/2017] [Accepted: 11/13/2018] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND To investigate the diagnostic performance of alpha-fetoprotein (AFP) and neutrophil-to-lymphocyte ratio (NLR) as well as their combinations with other markers. METHODS Serum aspartate aminotransferase (AST), alanine aminotransferase (ALT), AFP and levels as well as the numbers of neutrophils and lymphocytes of all enrolled patients were collected. The NLR was calculated by dividing the number of neutrophils by the number of lymphocytes. Receiver operating characteristic (ROC) curve analysis was conducted to determine the ability of each marker and combination of markers to distinguish HCC and liver disease patients. RESULTS In total, 545 patients were included in this study. The area under the ROC curve (AUC) values for AFP, ALT, AST, and NLR were 0.775 (0.738-0.810), 0.504 (0.461-0.547), 0.660 (0.618-0.699), and 0.738 (0.699-0.774) with optimal cut-off values of 24.6 ng/mL, 111 IU/mL, 27 IU/mL, and 2.979, respectively. Of the four biomarkers, AFP and NLR showed comparable specificity (0.881 and 0.858) and sensitivity (0.561 and 0.539). The combination of AFP and NLR showed the highest AUC (0.769) with a significantly higher sensitivity (0.767) and a lower specificity (0.773) compared to AFP or NLR alone, and it had the highest sum of sensitivity and specificity (1.54) among all combinations. In patients with AFP < 20 ng/mL, the NLR showed the highest AUC and combination with other markers did not improve the diagnostic accuracy. CONCLUSIONS Our data indicate that the combination of AFP and NLR offers better diagnostic performance than either marker alone for differentiating HCC from liver disease, which may benefit clinical screening.
Collapse
Affiliation(s)
- Jian Hu
- Department of Clinical Laboratory, The First Affiliated Hospital of Xi'an Jiaotong University, 277 West Yanta Road, Xi'an, 710061, People's Republic of China
| | - Nianyue Wang
- Department of Clinical Laboratory and Liver Diseases, The Second Hospital of Nanjing, Affiliated to Medical School of Southeast University, Nanjing, 210000, China
| | - Yongfeng Yang
- Department of Clinical Laboratory and Liver Diseases, The Second Hospital of Nanjing, Affiliated to Medical School of Southeast University, Nanjing, 210000, China
| | - Li Ma
- Department of Clinical Laboratory and Liver Diseases, The Second Hospital of Nanjing, Affiliated to Medical School of Southeast University, Nanjing, 210000, China
| | - Ruilin Han
- Department of Clinical Laboratory, Peking University First Hospital, Beijing, 100000, China
| | - Wei Zhang
- Department of Mathematics & Statistics, University of Arkansas at Little Rock, Little Rock, AR, 72204, USA
| | - Cunling Yan
- Department of Clinical Laboratory, Peking University First Hospital, Beijing, 100000, China.
| | - Yijie Zheng
- Medical Scientific Affairs, Abbott Diagnostics Division, Abbott Laboratories, Shanghai, 200032, China.
| | - Xiaoqin Wang
- Department of Clinical Laboratory, The First Affiliated Hospital of Xi'an Jiaotong University, 277 West Yanta Road, Xi'an, 710061, People's Republic of China.
| |
Collapse
|