1
|
Nan Y, Zhao S, Zhang X, Xiao Z, Guo R. Machine learning-based predictive and risk analysis using real-world data with blood biomarkers for hepatitis B patients in the malignant progression of hepatocellular carcinoma. Front Immunol 2022; 13:1031400. [PMID: 36578484 PMCID: PMC9791942 DOI: 10.3389/fimmu.2022.1031400] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 11/18/2022] [Indexed: 12/14/2022] Open
Abstract
Hepatitis B Virus (HBV) infection may lead to various liver diseases such as cirrhosis, end-stage liver complications, and Hepatocellular carcinoma (HCC). Patients with existing cirrhosis or severe fibrosis have an increased chance of developing HCC. Consequently, lifetime observation is currently advised. This study gathered real-world electronic health record (EHR) data from the China Registry of Hepatitis B (CR-HepB) database. A collection of 396 patients with HBV infection at different stages were obtained, including 1) patients with a sustained virological response (SVR), 2) patients with HBV chronic infection and without further development, 3) patients with cirrhosis, and 4) patients with HCC. Each patient has been monitored periodically, yielding multiple visit records, each is described using forty blood biomarkers. These records can be utilized to train predictive models. Specifically, we develop three machine learning (ML)-based models for three learning tasks, including 1) an SVR risk model for HBV patients via a survival analysis model, 2) a risk model to encode the progression from HBV, cirrhosis and HCC using dimension reduction and clustering techniques, and 3) a classifier to detect HCC using the visit records with high accuracy (over 95%). Our study shows the potential of offering a comprehensive understanding of HBV progression via predictive analysis and identifies the most indicative blood biomarkers, which may serve as biomarkers that can be used for immunotherapy.
Collapse
Affiliation(s)
- Yuemin Nan
- Department of Traditional and Western Medical Hepatology, Third Hospital of Hebei Medical University, Hebei Provincial Key Laboratory of liver fibrosis in chronic liver diseases, Shijiazhuang, China,*Correspondence: Yuemin Nan,
| | - Suxian Zhao
- Department of Traditional and Western Medical Hepatology, Third Hospital of Hebei Medical University, Hebei Provincial Key Laboratory of liver fibrosis in chronic liver diseases, Shijiazhuang, China
| | - Xiaoxiao Zhang
- Department of Traditional and Western Medical Hepatology, Third Hospital of Hebei Medical University, Hebei Provincial Key Laboratory of liver fibrosis in chronic liver diseases, Shijiazhuang, China
| | - Zhifeng Xiao
- School of Engineering, Penn State Erie, The Behrend College, Erie, PA, United States
| | - Ruihan Guo
- Shanghai Ashermed Healthcare Co., Ltd., Shanghai, China
| |
Collapse
|
2
|
Xu X, Jiang W, Han P, Zhang J, Tong L, Sun X. MicroRNA-128-3p Mediates Lenvatinib Resistance of Hepatocellular Carcinoma Cells by Downregulating c-Met. J Hepatocell Carcinoma 2022; 9:113-126. [PMID: 35252056 PMCID: PMC8894104 DOI: 10.2147/jhc.s349369] [Citation(s) in RCA: 17] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 02/12/2022] [Indexed: 01/20/2023] Open
Abstract
Objective Lenvatinib is a first-line multikinase inhibitor for advanced hepatocellular carcinoma (HCC), but resistance to the drug remains a major hurdle for its long-term anti-cancer activity. This resistance is thought to be due to overexpression of c-Met. This study aims to identify potential upstream microRNAs (miRNAs) that regulate c-Met, investigate the underlying mechanisms, and seek potential strategies that may reverse such resistance. Methods Lenvatinib-resistant HCC (LR-HCC) cells were established from human HCC Huh7 and SMMC-7721 cells. Assays of cell proliferation, cell cycle distribution, apoptosis, RT-qPCR, Western blot analysis and immunohistochemistry were employed. Potential miRNAs were screened by miRNA-target prediction tools and their regulatory effects were evaluated by luciferase reporter assays. Xenograft tumor models were used to evaluate the therapeutic effects. Results LR-HCC cells were refractory to lenvatinib-induced growth inhibition and apoptosis in vitro and in vivo. Sustained exposure of cells to lenvatinib resulted in increased expression and phosphorylation of c-Met, and c-Met inhibition enhanced the effects of lenvatinib in suppressing LR-HCC cells. Among eleven miRNA candidates, miR-128-3p displayed the most vigorous activity to negatively regulate c-Met and was downregulated in LR-HCC cells. MiR-128-3p mimics inhibited proliferation and induced apoptosis of LR-HCC cells, and enhanced the effects of lenvatinib in cell culture and animal models. MiR-128-3p and c-Met participate in the mechanisms underlying lenvatinib resistance through regulating Akt that mediates the apoptotic pathway and ERK (extracellular-signal-regulated kinase) modulating cell cycle progression. Conclusion The present results indicate that the miR-128-3p/c-Met axis may be potential therapeutic targets for circumventing lenvatinib resistance in HCC and warrant further investigation.
Collapse
Affiliation(s)
- Xin Xu
- Hepatosplenic Surgery Center, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, People’s Republic of China
- Department of General Surgery, Daqing Oil Field General Hospital, Daqing, 163000, People’s Republic of China
| | - Wenjing Jiang
- Hepatosplenic Surgery Center, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, People’s Republic of China
| | - Peng Han
- Hepatosplenic Surgery Center, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, People’s Republic of China
| | - Jingyan Zhang
- Department of General Surgery, The Fifth Affiliated Hospital of Harbin Medical University, Daqing, 163316, People’s Republic of China
| | - Liquan Tong
- Department of General Surgery, The Fifth Affiliated Hospital of Harbin Medical University, Daqing, 163316, People’s Republic of China
- Liquan Tong, Department of General Surgery, The Fifth Affiliated Hospital of Harbin Medical University, Daqing, 163316, People’s Republic of China, Email
| | - Xueying Sun
- Hepatosplenic Surgery Center, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, People’s Republic of China
- Correspondence: Xueying Sun, Hepatosplenic Surgery Center, The First Affiliated Hospital of Harbin Medical University, Harbin, 150001, People’s Republic of China, Email
| |
Collapse
|
3
|
Delsante M, Monroy-Trujillo JM, Carter-Monroe N, Ball DW, Rosenberg AZ. Lenvatinib-related renal microangiopathy: a case series. Virchows Arch 2021; 480:467-473. [PMID: 33959820 DOI: 10.1007/s00428-021-03114-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 04/07/2021] [Accepted: 05/02/2021] [Indexed: 01/23/2023]
Abstract
Tyrosine kinase inhibitors play an important role in the armamentarium against cancer. Lenvatinib is a multiple kinase inhibitor approved by the Food and Drugs Administration (FDA) for the treatment of advanced and radioresistant thyroid carcinomas and, in combination with everolimus, for renal cell carcinoma and unresectable hepatocellular carcinoma. The anti-tumoral activity is largely dependent on inhibition of neo-angiogenesis, and established side effects of anti-angiogenetic therapeutics include renal thrombotic microangiopathy (TMA). Here, we describe three cases of biopsy-proven renal TMA clinically presenting with proteinuria and stable serum creatinine in patients receiving lenvatinib for thyroid cancer. Microangiopathic lesions included glomerular basement membrane reduplication with segmental cellular interposition, mesangiolysis, and focal intracapillary and arteriolar thrombi. Drug-dose reduction or withdrawal was effective in renal function preservation, but cancer progressed in all patients. The management of lenvatinib-induced renal TMA remains a challenge. The best therapy in these patients is still uncertain. Earlier and more precise measurement of urine protein levels, allowing for early dose adjustment, could be effective in preventing further damage and drug discontinuation.
Collapse
Affiliation(s)
- Marco Delsante
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD, USA.,Dipartimento di Medicina e Chirurgia, Università di Parma, UO Nefrologia, Azienda Ospedaliera-Universitaria Parma, Parma, Italy
| | | | | | - Douglas W Ball
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD, USA.,Department of Oncology, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Avi Z Rosenberg
- Department of Pathology, Johns Hopkins School of Medicine, Baltimore, MD, USA.
| |
Collapse
|
4
|
Abstract
Treatment of advanced hepatocellular carcinoma (HCC) is challenging. Several randomized clinical trials are investigating the efficacy of systemic therapy, immunotherapy, and locoregional therapy as monotherapy or combined with other modalities in the treatment of HCC. Systemic therapy is the preferred treatment in advanced disease. To date, multiple first-line and second-line agents received Food and Drug Administration approval. For over a decade, sorafenib was the only first-line agent. In May 2020, combination of atezolizumab and bevacizumab has been approved as a first-line systemic regimen. Lenvatinib is another first-line agent that has multikinase activity. Second-line agents include cabozantinib, regorafenib, ramucirumab, and nivolumab. Adoptive cell transfer therapy is a highly specific immunotherapy that has shown antitumor activity against HCC. Oncolytic viruses are genetically modified viruses that infect cancer cells and induce apoptosis. Locoregional therapies such as transarterial chemoembolization and radioembolization have shown a potential benefit in selected patients with advanced HCC. In this review, we aim to summarize the treatment options available for advanced HCC.
Collapse
Affiliation(s)
- Hanna Javan
- Department of Radiological Sciences, University of California Irvine, Orange, California
| | - Farshid Dayyani
- Chao Comprehensive Digestive Disease Center, University of California Irvine, Orange, California
| | - Nadine Abi-Jaoudeh
- Department of Radiological Sciences, University of California Irvine, Orange, California
| |
Collapse
|
5
|
Mao Y, Soni K, Sangani C, Yao Y. An Overview of Privileged Scaffold: Quinolines and Isoquinolines in Medicinal Chemistry as Anticancer Agents. Curr Top Med Chem 2020; 20:2599-2633. [PMID: 32942976 DOI: 10.2174/1568026620999200917154225] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2020] [Revised: 06/01/2020] [Accepted: 06/11/2020] [Indexed: 12/31/2022]
Abstract
Cancer is one of the most difficult diseases and causes of death for many decades. Many pieces of research are continuously going on to get a solution for cancer. Quinoline and isoquinoline derivatives have shown their possibilities to work as an antitumor agent in anticancer treatment. The members of this privileged scaffold quinoline and isoquinoline have shown their controlling impacts on cancer treatment through various modes. In particular, this review suggests the current scenario of quinoline and isoquinoline derivatives as antitumor agents and refine the path of these derivatives to find and develop new drugs against an evil known as cancer.
Collapse
Affiliation(s)
- Yanna Mao
- Henan Provincial Key Laboratory of Children's Genetics and Metabolic Diseases, Zhengzhou Children's Hospital,
Zhengzhou University, Zhengzhou 450018, China
| | - Kunjal Soni
- Shri Maneklal M. Patel Institute of Sciences and Research, Kadi Sarva Vishwavidyalaya University, Gandhinagar, Gujarat 362024, India
| | - Chetan Sangani
- Shri Maneklal M. Patel Institute of Sciences and Research, Kadi Sarva Vishwavidyalaya University, Gandhinagar, Gujarat 362024, India
| | - Yongfang Yao
- Henan Provincial Key Laboratory of Children's Genetics and Metabolic Diseases, Zhengzhou Children's Hospital,
Zhengzhou University, Zhengzhou 450018, China,School of Pharmaceutical Sciences, Zhengzhou University, Zhengzhou 450001, China
| |
Collapse
|
6
|
Hulin A, Stocco J, Bouattour M. Clinical Pharmacokinetics and Pharmacodynamics of Transarterial Chemoembolization and Targeted Therapies in Hepatocellular Carcinoma. Clin Pharmacokinet 2020; 58:983-1014. [PMID: 31093928 DOI: 10.1007/s40262-019-00740-w] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
The management of hepatocellular carcinoma (HCC) is based on a multidisciplinary decision tree. Treatment includes loco-regional therapy, mainly transarterial chemoembolization, for intermediate-stage HCC and systemic therapy with oral tyrosine kinase inhibitors (TKIs) for advanced HCC. Transarterial chemoembolization involves hepatic intra-arterial infusion with either conventional procedure or drug-eluting-beads. The aim of the loco-regional procedure is to deliver treatment as close as possible to the tumor both to embolize the tumor area and to enhance efficacy and minimize systemic toxicity of the anticancer drug. Pharmacokinetic studies applied to transarterial chemoembolization are rare and pharmacodynamic studies even rarer. However, all available studies lead to the same conclusions: use of the transarterial route lowers systemic exposure to the cytotoxic drug and leads to much higher tumor drug concentrations than does a similar dose via the intravenous route. However, reproducibility of the procedure remains a major problem, and no consensus exists regarding the choice of anticancer drug and its dosage. Systemic therapy with TKIs is based on sorafenib and lenvatinib as first-line treatment and regorafenib and cabozantinib as second-line treatment. Clinical use of TKIs is challenging because of their complex pharmacokinetics, with high liver metabolism yielding both active metabolites and their common toxicities. Changes in liver function over time with the progression of HCC adds further complexity to the use of TKIs. The challenges posed by TKIs and the HCC disease process means monitoring of TKIs is required to improve clinical management. To date, only partial data supporting sorafenib monitoring is available. Results from further pharmacokinetic/pharmacodynamic studies of these four TKIs are eagerly awaited and are expected to permit such monitoring and the development of consensus guidelines.
Collapse
Affiliation(s)
- Anne Hulin
- APHP, Laboratory of Pharmacology, GH Henri Mondor, EA7375, University Paris Est Creteil, 94010, Creteil, France
| | - Jeanick Stocco
- APHP, HUPNVS, Department of Clinical Pharmacy and Pharmacology, Beaujon University Hospital, 92110, Clichy, France
| | - Mohamed Bouattour
- APHP, HUPNVS, Department of Digestive Oncology, Beaujon University Hospital, 92110, Clichy, France.
| |
Collapse
|
7
|
Lu Z, Qi L, Lin YR, Sun L, Zhang L, Wang GC, Li JQ, Yu JM. Novel Albumin Nanoparticle Enhanced the Anti-Insulin-Resistant-Hepatoma Activity of Metformin. Int J Nanomedicine 2020; 15:5203-5215. [PMID: 32801686 PMCID: PMC7387832 DOI: 10.2147/ijn.s253094] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2020] [Accepted: 06/09/2020] [Indexed: 01/28/2023] Open
Abstract
Introduction Metformin is an ideal candidate to treat the liver tumor with insulin resistance because of its good performance in the treatment of type 2 diabetes and the advantage in cancer therapy. We aim to develop a delivery system with higher efficiency than free drug. Methods Metformin-bovine serum albumin (met-BSA) nanoparticles (NPs) were prepared using the anti-solvent precipitation method with a stabilizer of BSA for particle growth. The therapeutic effect of the drug was tested by the insulin-resistant HepG2 cells and C57BL/6J mice at a glucose starvation condition. The interaction mechanism of the drug and the protein during the formation of the NPs was tested using a series of spectroscopy. Results Metformin and BSA formed nonporous and spherical particles of about 200 nm with proper lognormal distribution and thermostability. The cellular uptake, as well as the anti-liver cancer activities of met-BSA, was enhanced dramatically compared with the free drug. The thermodynamic studies suggested that the weak binding of metformin to BSA was governed by hydrogen bonds and van der Waals forces. Moreover, the results of synchronous, circular dichroism (CD) and three-dimensional fluorescence demonstrated that the BSA skeleton and chromophore microenvironments were changed in the presence of metformin. Conclusion Therefore, met-BSA has been proved as a simple yet effective therapeutic agent for cancer with insulin resistance, promising for future clinic translations in cancer treatment.
Collapse
Affiliation(s)
- Zhong Lu
- Department of Oncology, Clinical College of Weifang Medical University, Weifang 261031, People's Republic of China
| | - Li Qi
- Department of Oncology, Clinical College of Weifang Medical University, Weifang 261031, People's Republic of China
| | - Ya-Ru Lin
- Department of Oncology, Clinical College of Weifang Medical University, Weifang 261031, People's Republic of China
| | - Lei Sun
- Department of Oncology, Clinical College of Weifang Medical University, Weifang 261031, People's Republic of China
| | - Lin Zhang
- Department of Oncology, Clinical College of Weifang Medical University, Weifang 261031, People's Republic of China
| | - Gui-Chun Wang
- Department of Oncology, Clinical College of Weifang Medical University, Weifang 261031, People's Republic of China
| | - Jia-Qiu Li
- Department of Oncology, Clinical College of Weifang Medical University, Weifang 261031, People's Republic of China
| | - Jin-Ming Yu
- Department of Oncology, Clinical College of Weifang Medical University, Weifang 261031, People's Republic of China
| |
Collapse
|
8
|
Zhang D, Zhang Y, Cai Z, Tu Y, Hu Z. Dexamethasone and lenvatinib inhibit migration and invasion of non-small cell lung cancer by regulating EKR/AKT and VEGF signal pathways. Exp Ther Med 2019; 19:762-770. [PMID: 31853327 DOI: 10.3892/etm.2019.8225] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2016] [Accepted: 02/24/2017] [Indexed: 12/22/2022] Open
Abstract
Migration and invasion is one of the most important features in tumor metastasis and development. Non-small cell lung cancer (NSCLC) is one of the most common types of cancer globally, and has been linked to air contamination. Evidence indicates that cysteine-rich angiogenic inducer 61 (CYR61) is associated with the migration and invasion of NSCLC. Overexpression of CYR61 protein promotes the migration and the transition of tumor-derived vascular endothelial cells in NSCLC. However, the association between CYR61 and NSCLC remains poorly understood. Lenvatinib is an oral multi-target drug that targets various receptors upon tumor angiogenesis. Dexamethasone is widely approved for combination therapy in patients with NSCLC. In the current study, the expression and function of CYR61 in NSCLC was analyzed during the progression of NSCLC. Inhibitory effects on migration and invasion induced by lenvatinib and dexamethasone were determined by migratory and invasion assays. Migratory pathways of extracellular signal-regulated kinases (ERK) and protein kinase B (AKT) were also investigated by targeting vascular endothelial growth factor (VEGF) and CYR61 via synergistic treatment with transforming growth factor-β1 (TGF-β1) and dexamethasone. Therapeutic outcomes of combined treatment with lenvatinib and dexamethasone were assessed in NSCLC-bearing mice. The results of the present study indicate that cooperative treatment of lenvatinib and dexamethasone significantly inhibited TGF-β1-induced cell migration and suppressed tumor growth (P<0.01). Notably, the results demonstrated that dexamethasone eradicated the promotion effects of TGF-β1 on the AKT/epithelial-mesenchymal transition process and lenvatinib extinguished tumor cell metastasis by targeting VEGF. The results of the current study also demonstrate that dexamethasone suppressed the expression of CAG-I and enhanced expression of matrix metalloproteinase-1. Synergistic treatment for NSCLC was demonstrated to be efficacious. In conclusion, dexamethasone inhibited AKT/ERK phosphorylation and lenvatinib antagonism bound VEGF leading to the limitation of migration and invasion of cancer cells in NSCLC.
Collapse
Affiliation(s)
- Daye Zhang
- Department of Pharmacy, Tianjin Chest Hospital, Tianjin 300222, P.R. China
| | - Yongxiang Zhang
- Respiratory and Clinical Care Unit, Tianjin Chest Hospital, Tianjin 300222, P.R. China
| | - Zeyuan Cai
- Department of Cardiovascular Institute, Tianjin Chest Hospital, Tianjin 300222, P.R. China
| | - Ying Tu
- Department of Pharmacy, Tianjin Chest Hospital, Tianjin 300222, P.R. China
| | - Zhansong Hu
- Department of Pharmacy, Tianjin Chest Hospital, Tianjin 300222, P.R. China
| |
Collapse
|
9
|
Chaturvedi VK, Singh A, Dubey SK, Hetta HF, John J, Singh M. Molecular mechanistic insight of hepatitis B virus mediated hepatocellular carcinoma. Microb Pathog 2019; 128:184-194. [PMID: 30611768 DOI: 10.1016/j.micpath.2019.01.004] [Citation(s) in RCA: 46] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2018] [Revised: 12/30/2018] [Accepted: 01/02/2019] [Indexed: 02/07/2023]
|
10
|
Ikeda M, Kobayashi M, Tahara M, Kaneko S. Optimal management of patients with hepatocellular carcinoma treated with lenvatinib. Expert Opin Drug Saf 2018; 17:1095-1105. [DOI: 10.1080/14740338.2018.1530212] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Affiliation(s)
- Masafumi Ikeda
- Department of Hepatobiliary and Pancreatic Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | | | - Makoto Tahara
- Department of Head and Neck Medical Oncology, National Cancer Center Hospital East, Kashiwa, Japan
| | - Shuichi Kaneko
- Department of Gastroenterology, Kanazawa University Hospital, Kanazawa, Japan
| |
Collapse
|
11
|
Zhen L, Jiali C, Yong F, Han X, Hongming P, Weidong H. The Efficacy and Safety of Apatinib Treatment for Patients with Unresectable or Relapsed Liver Cancer: a retrospective study. J Cancer 2018; 9:2773-2777. [PMID: 30123344 PMCID: PMC6096375 DOI: 10.7150/jca.26376] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2018] [Accepted: 05/08/2018] [Indexed: 12/17/2022] Open
Abstract
Purpose: Liver cancer is insensitive to chemotherapy. Sorafenib is currently the standard treatment for patients with advanced diseases, with mild survival extension and several intolerable drug-related side effects. The establishment of new treatments is an unmet clinical need. The aim of our study was to assess the efficacy and safety of apatinib, a novel antiangiogenic drug, in the treatment of patients with liver cancer. Materials and Methods: Patients with unresectable or relapsed liver cancer were included in a single center, retrospective, observational study and treated with apatinib until progressive disease or unacceptable toxicity. Results: 32 patients were reviewed from January 2015 to March 2017. No complete response (CR) occurred, 5 patients (16%) showed partial response (PR), 14 patients (44%) had stable disease (SD), 13 patients (41%) had progressive disease (PD), with disease control rate of 60%. Median progression-free survival (PFS) was 5 months (95% confidence interval [CI]: 4.3-6.1 months) for hepatocellular carcinoma (HCC) and 3 months (95% CI: 2.5-4.2 months) for intrahepatic cholangiocarcinoma (ICC). The median overall survival (OS) was 13 months (95% CI: 12.4-14.1 months) for HCC and 5 months (95% CI: 4.5-6.2 months) for ICC, respectively. The most common adverse effects (AEs) were proteinuria (31%), secondary hypertension (28%) and liver dysfunction (13%). Conclusion: Apatinib treatment was an effective for patients with liver cancer. The toxicities were mild and tolerable.
Collapse
Affiliation(s)
- Liu Zhen
- Department of Medical Oncology, Sir Run Run Shaw Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Chen Jiali
- Department of Medical Oncology, Sir Run Run Shaw Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Fang Yong
- Department of Medical Oncology, Sir Run Run Shaw Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Xufeng Han
- Department of Internal Medicine, Yuyao Traditional Chinese Medicine Hospital, Yuyao, Zhejiang, China
| | - Pan Hongming
- Department of Medical Oncology, Sir Run Run Shaw Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| | - Han Weidong
- Department of Medical Oncology, Sir Run Run Shaw Hospital, College of Medicine, Zhejiang University, Hangzhou, Zhejiang, China
| |
Collapse
|
12
|
Shan Y, Wang B, Zhang J. New strategies in achieving antiangiogenic effect: Multiplex inhibitors suppressing compensatory activations of RTKs. Med Res Rev 2018; 38:1674-1705. [DOI: 10.1002/med.21517] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2018] [Revised: 04/19/2018] [Accepted: 05/19/2018] [Indexed: 12/11/2022]
Affiliation(s)
- Yuanyuan Shan
- Department of Pharmacy; The First Affiliated Hospital of Xi'an Jiaotong University; Xi'an China
| | - Binghe Wang
- Department of Chemistry; Center for Diagnostics and Therapeutics; Georgia State University; Atlanta GA USA
| | - Jie Zhang
- School of Pharmacy, Health Science Center; Xi'an Jiaotong University; Xi'an China
| |
Collapse
|
13
|
Palliative Care for People With Hepatocellular Carcinoma, and Specific Benefits for Older Adults. Clin Ther 2018; 40:512-525. [PMID: 29571567 DOI: 10.1016/j.clinthera.2018.02.017] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2018] [Revised: 02/28/2018] [Accepted: 02/28/2018] [Indexed: 02/08/2023]
Abstract
PURPOSE Hepatocellular carcinoma (HCC), the most common type of primary liver cancer, has a rapidly rising prevalence in the United States and a very poor overall rate of survival. This epidemic is driven by the cohort of aging Baby Boomers with hepatitis C viral infection and the increasing prevalence of cirrhosis as a result of nonalcoholic steatohepatitis. Because curative options are limited, the disease course creates, in patients and their families, distressing uncertainty around prognosis and treatment decisions. Older adults are disproportionately affected by HCC and have more comorbidities, adding to the complexity of the disease. This population would benefit from increased access to palliative care services, which can potentially complement the treatments throughout the disease trajectory. The purpose of this review was to use existing evidence to propose a new model of palliative care integration in patients with HCC. Thus, we focus on the HCC stage and the treatment algorithm, the ways that palliative care can offer support in this population at each stage, as well as elements that can enhance patient and family support throughout the entire disease trajectory, with an emphasis on the care of older adults with HCC. METHODS This is a narrative review in which we identify evidence-based ways that palliative care can help younger and older adults with HCC and their families, at each stage of HCC and throughout the disease trajectory. FINDINGS We propose ways to integrate HCC and palliative care based on the existing evidence in both fields. Palliative care offers support in symptom management, advanced care planning, and decision making in ways that are specific to each stage of HCC. We also discuss the evidence that illustrates the palliative care needs of patients with HCC that span the entire course of illness, including coping with the stigmatization of liver disease, addressing informational needs at different stages, and discussing quality of life longitudinally. IMPLICATIONS Integrating palliative care into the treatment of patients with HCC has the potential to improve outcomes, although more research is needed to build this evidence base.
Collapse
|
14
|
Precision medicine for hepatocellular carcinoma: driver mutations and targeted therapy. Oncotarget 2017; 8:55715-55730. [PMID: 28903454 PMCID: PMC5589693 DOI: 10.18632/oncotarget.18382] [Citation(s) in RCA: 65] [Impact Index Per Article: 8.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2017] [Accepted: 05/10/2017] [Indexed: 02/07/2023] Open
Abstract
Hepatocellular carcinoma (HCC) is the third most frequent cause of tumor-related mortality and there are an estimated approximately 850,000 new cases annually. Most HCC patients are diagnosed at middle or advanced stage, losing the opportunity of surgery. The development of HCC is promoted by accumulated diverse genetic mutations, which confer selective growth advantages to tumor cells and are called "driver mutations". The discovery of driver mutations provides a novel precision medicine strategy for late stage HCC, called targeted therapy. In this review, we summarized currently discovered driver mutations and corresponding signaling pathways, made an overview of identification methods of driver mutations and genes, and classified targeted drugs for HCC. The knowledge of mutational landscape deepen our understanding of carcinogenesis and promise future precision medicine for HCC patients.
Collapse
|
15
|
Musiol R. An overview of quinoline as a privileged scaffold in cancer drug discovery. Expert Opin Drug Discov 2017; 12:583-597. [DOI: 10.1080/17460441.2017.1319357] [Citation(s) in RCA: 104] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
|
16
|
Abstract
Liver cancer is fundamentally physiologically different from the surrounding liver tissue. Despite multiple efforts to target the altered signaling pathways created by oncogenic mutations, not many have focused on targeting the altered metabolism that allows liver cancer to develop and grow. Still to be resolved is the question of whether the altered metabolic pathways in this cancer differ enough from the surrounding noncancerous cells to allow for the development of potent and specific compounds. Clinical studies of metabolic modulators would provide some more information with regard to the feasibility of this approach. Furthermore, as it appears that oncogenic signaling is essential to this cancer's altered metabolism, it stands to reason that targeting this altered signaling may allow the exploitation of specific metabolic vulnerabilities in combination with other drugs for enhanced efficacy. The identification of biomarkers of metabolic sensitivity will also be essential to determine whether these drugs will have the desired effect.
Collapse
Affiliation(s)
- Ali Zarrinpar
- 1 Department of Surgery, David Geffen School of Medicine, University of California, Los Angeles, CA, USA
| |
Collapse
|
17
|
Taketomi A. Clinical trials of antiangiogenic therapy for hepatocellular carcinoma. Int J Clin Oncol 2016; 21:213-218. [PMID: 26899258 DOI: 10.1007/s10147-016-0966-0] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2016] [Accepted: 02/14/2016] [Indexed: 12/16/2022]
Abstract
Angiogenesis is a promising therapeutic target to inhibit tumor growth. This review summarizes data from clinical trials of antiangiogenic agents in hepatocellular carcinoma. A systematic search of PubMed was performed to identify clinical trials of specific antiangiogenic agents in hepatocellular carcinoma treatment, particularly phase III trials involving treatment guidelines for advanced hepatocellular carcinoma. Sorafenib is the only systemic drug approved for the treatment of advanced hepatocellular carcinoma. Two large-scale, randomized phase III trials using sorafenib involving patients with unresectable HCC showed a significant survival benefit compared with placebo control groups. However, subsequent phase III trials of antiangiogenic agents in hepatocellular carcinoma have failed to improve survival compared with standard treatment protocols using sorafenib. The efficacy of antiangiogenic agents in combination with other drugs, transarterial chemoembolization, and surgical resection is currently being investigated. Future research is expected to optimize antiangiogenic therapies in combination with standard treatment with sorafenib.
Collapse
Affiliation(s)
- Akinobu Taketomi
- Department of Gastroenterological Surgery I, Graduate School of Medicine, Hokkaido University, North 15 West 7, Kita-ku, Sapporo, 060-8638, Japan.
| |
Collapse
|