1
|
Xiong F, Zhou YW, Hao YT, Wei GX, Chen XR, Qiu M. Combining Anti-epidermal Growth Factor Receptor (EGFR) Therapy with Immunotherapy in Metastatic Colorectal Cancer (mCRC). Expert Rev Gastroenterol Hepatol 2024; 18:185-192. [PMID: 37705376 DOI: 10.1080/17474124.2023.2232718] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2023] [Accepted: 06/30/2023] [Indexed: 09/15/2023]
Abstract
INTRODUCTION Monoclonal antibodies binding the EGFR, such as cetuximab and panitumumab, have been extensively used as targeted therapy for the treatment of mCRC. However, in clinical practice, it has been found that these treatment options have some limitations and fail to fully exploit their immunoregulatory activities. Meanwhile, because of the limited effects of current treatments, immunotherapy is being widely studied for patients with mCRC. However, previous immunotherapy trials in mCRC patients have had unsatisfactory outcomes as monotherapy. Thus, combinatorial treatment strategies are being researched. AREAS COVERED The authors retrieved relevant documents of combination therapy for mCRC from PubMed and Medline. This review elaborates on the knowledge of immunomodulatory effects of anti-EGFR therapy alone and in combination with immunotherapy for mCRC. EXPERT OPINION Although current treatment options have improved median overall survival (OS) for advanced disease to 30 months, the prognosis remains challenging for those with metastatic disease. More recently, the combination of anti-EGFR therapy with immunotherapy has been shown activity with complementary mechanisms. Hence, anti-EGFR therapy in combination with immunotherapy may hold the key to improving the therapeutic effect of refractory mCRC.
Collapse
Affiliation(s)
- Feng Xiong
- Department of Colorectal Cancer Center, West China Hospital of Sichuan University, Chengdu, China
| | - Yu-Wen Zhou
- Department of Colorectal Cancer Center, West China Hospital of Sichuan University, Chengdu, China
| | - Ya-Ting Hao
- School of Clinical Medicine, Ningxia Medical University, Yinchuan, China
| | - Gui-Xia Wei
- Department of Colorectal Cancer Center, West China Hospital of Sichuan University, Chengdu, China
| | - Xiao-Rong Chen
- Department of Colorectal Cancer Center, West China Hospital of Sichuan University, Chengdu, China
| | - Meng Qiu
- Department of Colorectal Cancer Center, West China Hospital of Sichuan University, Chengdu, China
| |
Collapse
|
2
|
Kusumaningrum AE, Makaba S, Ali E, Singh M, Fenjan MN, Rasulova I, Misra N, Al-Musawi SG, Alsalamy A. A perspective on emerging therapies in metastatic colorectal cancer: Focusing on molecular medicine and drug resistance. Cell Biochem Funct 2024; 42:e3906. [PMID: 38269502 DOI: 10.1002/cbf.3906] [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] [Received: 10/23/2023] [Revised: 11/23/2023] [Accepted: 12/01/2023] [Indexed: 01/26/2024]
Abstract
The majority of cancer cases are colorectal cancer, which is also the second largest cause of cancer-related deaths worldwide. Metastasis is the leading cause of death for patients with colorectal cancer. Metastatic colorectal cancer incidence are on the rise due to a tiny percentage of tumors developing resistant to medicines despite advances in treatment tactics. Cutting-edge targeted medications are now the go-to option for customized and all-encompassing CRC care. Specifically, multitarget kinase inhibitors, antivascular endothelial growth factors, and epidermal growth factor receptors are widely used in clinical practice for CRC-targeted treatments. Rare targets in metastatic colorectal cancer are becoming more well-known due to developments in precision diagnostics and the extensive use of second-generation sequencing technology. These targets include the KRAS mutation, the BRAF V600E mutation, the HER2 overexpression/amplification, and the MSI-H/dMMR. Incorporating certain medications into clinical trials has significantly increased patient survival rates, opening new avenues and bringing fresh viewpoints for treating metastatic colorectal cancer. These focused therapies change how cancer is treated, giving patients new hope and better results. These markers can significantly transform and individualize therapy regimens. They could open the door to precisely customized and more effective medicines, improving patient outcomes and quality of life. The fast-growing body of knowledge regarding the molecular biology of colorectal cancer and the latest developments in gene sequencing and molecular diagnostics are directly responsible for this advancement.
Collapse
Affiliation(s)
| | - Sarce Makaba
- Researcher and lecturer, Universitas Cenderawasih Jayapura, Jayapura, Indonesia
| | - Eyhab Ali
- College of Pharmacy, Al-Zahraa University for Women, Karbala, Iraq
| | - Mandeep Singh
- Directorate of Sports and Physical Education, University of Jammu, Jammu, India
| | - Mohammed N Fenjan
- College of Health and Medical Technology, Al-Ayen University, Thi-Qar, Iraq
| | - Irodakhon Rasulova
- School of Humanities, Natural & Social Sciences, New Uzbekistan University, Tashkent, Uzbekistan
- Department of Public Health, Samarkand State Medical University, Samarkand, Uzbekistan
| | - Neeti Misra
- Department of Management, Uttaranchal Institute of Management, Uttaranchal University, Dehradun, India
| | - Sada G Al-Musawi
- College of Pharmacy, National University of Science and Technology, Dhi Qar, Iraq
| | - Ali Alsalamy
- College of Technical Engineering, Imam Ja'afar Al-Sadiq University, Al-Muthanna, Iraq
| |
Collapse
|
3
|
Osei-Bordom DC, Kamarajah S, Christou N. Colorectal Cancer, Liver Metastases and Biotherapies. Biomedicines 2021; 9:894. [PMID: 34440099 PMCID: PMC8389538 DOI: 10.3390/biomedicines9080894] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 07/13/2021] [Accepted: 07/21/2021] [Indexed: 12/01/2022] Open
Abstract
(1) Background: colorectal cancer (CRC) is one of the deadliest causes of death by cancer worldwide. Its first main metastatic diffusion spreads to the liver. Different mechanisms such as the epithelial-mesenchymal transition and angiogenesis are the characteristics of this invasion. At this stage, different options are possible and still in debate, especially regarding the use of targeted therapeutics and biotherapies. (2) Methods: A review of the literature has been done focusing on the clinical management of liver metastasis of colorectal cancer and the contribution of biotherapies in this field. (3) Results: In a clinical setting, surgeons and oncologists consider liver metastasis in CRC into two groups to launch adapted therapeutics: resectable and non-resectable. Around these two entities, the combination of targeted therapies and biotherapies are of high interest and are currently tested to know in which molecular and clinical conditions they have to be applied to impact positively both on survival and quality of life of patients.
Collapse
Affiliation(s)
- Daniel-Clement Osei-Bordom
- Department of General Surgery, Queen Elizabeth Hospital, University Hospitals Birmingham, Birmingham B15 2TH, UK; (D.-C.O.-B.); (S.K.)
- Institute of Immunology and Immunotherapy, University of Birmingham, Birmingham B15 2TT, UK
- NIHR Birmingham Biomedical Research Centre, Centre for Liver and Gastroenterology Research, University of Birmingham, Birmingham B15 2TT, UK
| | - Sivesh Kamarajah
- Department of General Surgery, Queen Elizabeth Hospital, University Hospitals Birmingham, Birmingham B15 2TH, UK; (D.-C.O.-B.); (S.K.)
| | - Niki Christou
- Department of General Surgery, Queen Elizabeth Hospital, University Hospitals Birmingham, Birmingham B15 2TH, UK; (D.-C.O.-B.); (S.K.)
- Department of General Surgery, University Hospital of Limoges, 87000 Limoges, France
- EA3842 CAPTuR Laboratory “Cell Activation Control, Tumor Progression and Therapeutic Resistance”, Faculty of Medicine, 2 Rue du Docteur Marcland, 87025 Limoges, France
| |
Collapse
|
4
|
Pan DC, Krishnan V, Salinas AK, Kim J, Sun T, Ravid S, Peng K, Wu D, Nurunnabi M, Nelson JA, Niziolek Z, Guo J, Mitragotri S. Hyaluronic acid-doxorubicin nanoparticles for targeted treatment of colorectal cancer. Bioeng Transl Med 2021; 6:e10166. [PMID: 33532580 PMCID: PMC7823125 DOI: 10.1002/btm2.10166] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2020] [Revised: 05/04/2020] [Accepted: 05/09/2020] [Indexed: 12/13/2022] Open
Abstract
Colorectal cancer, common in both men and women, occurs when tumors form in the linings of the colon. Common treatments of colorectal cancer include surgery, chemotherapy, and radiation therapy; however, many colorectal cancer treatments often damage healthy tissues and cells, inducing severe side effects. Conventional chemotherapeutic agents such as doxorubicin (Dox) can be potentially used for the treatment of colorectal cancer; however, they suffer from limited targeting and lack of selectivity. Here, we report that doxorubicin complexed to hyaluronic acid (HA) (HA-Dox) exhibits an unusual behavior of high accumulation in the intestines for at least 24 hr when injected intravenously. Intravenous administrations of HA-Dox effectively preserved the mucosal epithelial intestinal integrity in a chemical induced colon cancer model in mice. Moreover, treatment with HA-Dox decreased the expression of intestinal apoptotic and inflammatory markers. The results suggest that HA-Dox could effectively inhibit the development of colorectal cancer in a safe manner, which potentially be used a promising therapeutic option.
Collapse
Affiliation(s)
- Daniel C. Pan
- School of Engineering & Applied Sciences, Harvard UniversityWyss Institute of Biologically Inspired EngineeringCambridgeMassachusettsUSA
| | - Vinu Krishnan
- School of Engineering & Applied Sciences, Harvard UniversityWyss Institute of Biologically Inspired EngineeringCambridgeMassachusettsUSA
| | - Alyssa K. Salinas
- School of Engineering & Applied Sciences, Harvard UniversityWyss Institute of Biologically Inspired EngineeringCambridgeMassachusettsUSA
| | - Jayoung Kim
- School of Engineering & Applied Sciences, Harvard UniversityWyss Institute of Biologically Inspired EngineeringCambridgeMassachusettsUSA
| | - Tao Sun
- School of Engineering & Applied Sciences, Harvard UniversityWyss Institute of Biologically Inspired EngineeringCambridgeMassachusettsUSA
| | - Sagi Ravid
- School of Engineering & Applied Sciences, Harvard UniversityWyss Institute of Biologically Inspired EngineeringCambridgeMassachusettsUSA
| | - Kevin Peng
- School of Engineering & Applied Sciences, Harvard UniversityWyss Institute of Biologically Inspired EngineeringCambridgeMassachusettsUSA
| | - Debra Wu
- School of Engineering & Applied Sciences, Harvard UniversityWyss Institute of Biologically Inspired EngineeringCambridgeMassachusettsUSA
| | - Md Nurunnabi
- School of Engineering & Applied Sciences, Harvard UniversityWyss Institute of Biologically Inspired EngineeringCambridgeMassachusettsUSA
| | - Jeffery A. Nelson
- Faculty of Arts and Sciences, Division of SciencesHarvard UniversityCambridgeMassachusettsUSA
| | - Zachary Niziolek
- Faculty of Arts and Sciences, Division of SciencesHarvard UniversityCambridgeMassachusettsUSA
| | - Junling Guo
- School of Engineering & Applied Sciences, Harvard UniversityWyss Institute of Biologically Inspired EngineeringCambridgeMassachusettsUSA
| | - Samir Mitragotri
- School of Engineering & Applied Sciences, Harvard UniversityWyss Institute of Biologically Inspired EngineeringCambridgeMassachusettsUSA
| |
Collapse
|
5
|
The Survival Advantage of Females at Premenopausal Age Is Race Dependent in Colorectal Cancer. BIOMED RESEARCH INTERNATIONAL 2020; 2020:7434783. [PMID: 33457414 PMCID: PMC7787739 DOI: 10.1155/2020/7434783] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/15/2020] [Revised: 11/25/2020] [Accepted: 12/17/2020] [Indexed: 02/08/2023]
Abstract
Background A female prognostic advantage in younger individuals has been demonstrated in various cancers. Several large-scale analyses based on different racial backgrounds have reported inconsistent results in colorectal cancer. The aim of the present study was to evaluate the prognostic value of sex and age in patients with colorectal cancer of different ethnic groups. Methods We identified 71,812 eligible patients from the Surveillance, Epidemiology and End Results database. According to age at diagnosis, the patients were categorized into premenopausal age (≤45 yrs), menopausal age (46–54 yrs), and postmenopausal age (≥55 yrs) subgroups for further analysis. Results Multivariate analysis identified the female survival advantage to be significant in the premenopausal age subgroup (P = 0.002, HR (95% CI): 0.73 (0.60–0.89)), diminished in the menopausal age subgroup (P = 0.09), and absent in the postmenopausal age subgroup (P = 0.96). Furthermore, the female survival advantage at premenopausal age was significant only in white patients (P = 0.001, HR (95% CI): 0.68 (0.54–0.87)) and not in either American Indian/Alaska Native or Asian or Pacific Islander patients. There was a trend of better survival of females in black patients (P = 0.07). Conclusions Sex was a major prognostic factor in colorectal cancer patients, especially premenopausal women, and the difference was also associated with race.
Collapse
|
6
|
Negative regulators of cell death pathways in cancer: perspective on biomarkers and targeted therapies. Apoptosis 2019; 23:93-112. [PMID: 29322476 DOI: 10.1007/s10495-018-1440-4] [Citation(s) in RCA: 36] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Cancer is a primary cause of human fatality and conventional cancer therapies, e.g., chemotherapy, are often associated with adverse side-effects, tumor drug-resistance, and recurrence. Molecularly targeted therapy, composed of small-molecule inhibitors and immunotherapy (e.g., monoclonal antibody and cancer vaccines), is a less harmful alternative being more effective against cancer cells whilst preserving healthy tissues. Drug-resistance, however, caused by negative regulation of cell death signaling pathways, is still a challenge. Circumvention of negative regulators of cell death pathways or development of predictive and response biomarkers is, therefore, quintessential. This review critically discusses the current state of knowledge on targeting negative regulators of cell death signaling pathways including apoptosis, ferroptosis, necroptosis, autophagy, and anoikis and evaluates the recent advances in clinical and preclinical research on biomarkers of negative regulators. It aims to provide a comprehensive platform for designing efficacious polytherapies including novel agents for restoring cell death signaling pathways or targeting alternative resistance pathways to improve the chances for antitumor responses. Overall, it is concluded that nonapoptotic cell death pathways are a potential research arena for drug discovery, development of novel biomarkers and targeted therapies.
Collapse
|
7
|
Yao J, Li X, Yan L, He S, Zheng J, Wang X, Zhou P, Zhang L, Wei G, Sun X. Role of HGF/c-Met in the treatment of colorectal cancer with liver metastasis. J Biochem Mol Toxicol 2019; 33:e22316. [PMID: 30897285 PMCID: PMC6617765 DOI: 10.1002/jbt.22316] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2018] [Revised: 01/27/2019] [Accepted: 02/12/2019] [Indexed: 12/12/2022]
Abstract
The system of hepatocyte growth factor (HGF) and its receptor c-Met plays a critical role in tumor invasive growth and metastasis. The mortality rate of colorectal cancer (CRC), one of the most commonly diagnosed malignancies, is increased by it gradual development into metastasis, most frequently in the liver. Overexpression of c-Met, the protein tyrosine kinase receptor for the HCF/scatter factor, has been implicated in the progression and metastasis of human colorectal carcinoma. In this study, we aimed to investigate the role of c-Met in CRC liver metastasis and illustrate the clinical impact of regulating HGF/c-Met signaling in patients with CRC liver metastasis. We found that (I) higher levels of c-Met expression (mRNA and Protein) in CRC liver metastasis than primary CRC by assessing the patient tissue samples; (II) a positive correlation of c-Met expression with tumor stages of CRC liver metastasis, as well as c-Met expression in CRC, live metastasis concurred with regional lymph node metastasis; (III) the clinical impact of downregulation of HGF/c-Met signaling on the reduction of proliferation and invasion in CRC liver metastasis. Therefore, we demonstrate that the regulation of HGF/c-Met pathways may be a promising strategy in the treatment of patients with CRC liver metastasis.
Collapse
Affiliation(s)
- Jian‐feng Yao
- Department of General SurgeryShaanxi Provincial People's HospitalXi'anShaanxiChina
- Department of General SurgeryThe First Affiliated Hospital, College of Medicine, Xi'an Jiaotong UniversityXi'anShaanxiChina
| | - Xiao‐jun Li
- Department of General SurgeryShaanxi Provincial People's HospitalXi'anShaanxiChina
| | - Li‐kun Yan
- Department of General SurgeryShaanxi Provincial People's HospitalXi'anShaanxiChina
| | - Sai He
- Department of General SurgeryThe First Affiliated Hospital, College of Medicine, Xi'an Jiaotong UniversityXi'anShaanxiChina
| | - Jian‐bao Zheng
- Department of General SurgeryThe First Affiliated Hospital, College of Medicine, Xi'an Jiaotong UniversityXi'anShaanxiChina
| | - Xiao‐rong Wang
- Department of General SurgeryThe First Affiliated Hospital, College of Medicine, Xi'an Jiaotong UniversityXi'anShaanxiChina
| | - Pei‐hua Zhou
- Department of General SurgeryThe First Affiliated Hospital, College of Medicine, Xi'an Jiaotong UniversityXi'anShaanxiChina
| | - Li Zhang
- Department of General SurgeryThe First Affiliated Hospital, College of Medicine, Xi'an Jiaotong UniversityXi'anShaanxiChina
| | - Guang‐bing Wei
- Department of General SurgeryThe First Affiliated Hospital, College of Medicine, Xi'an Jiaotong UniversityXi'anShaanxiChina
| | - Xue‐jun Sun
- Department of General SurgeryThe First Affiliated Hospital, College of Medicine, Xi'an Jiaotong UniversityXi'anShaanxiChina
| |
Collapse
|
8
|
An Update of Efficacy and Safety of Cetuximab in Metastatic Colorectal Cancer: A Narrative Review. Adv Ther 2018; 35:1497-1509. [PMID: 30218345 DOI: 10.1007/s12325-018-0791-0] [Citation(s) in RCA: 62] [Impact Index Per Article: 8.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2018] [Indexed: 02/06/2023]
Abstract
Colorectal cancer is the second most common cancer, representing 13% of all diagnosed cancers. Cetuximab is a recombinant chimeric monoclonal IgG1 antibody and epidermal growth factor receptor (EGFR) inhibitor. Cetuximab is approved for the first-line treatment in combination with chemotherapy or as a single agent in patients who have failed or are intolerant to chemotherapy in patients with EGFR-expressing, RAS wild-type metastatic colorectal cancer. Cetuximab efficacy emerged from studies that were conducted to approve the drug. Cetuximab is well tolerated; its toxicities are caused by its mechanism of action and the most common adverse reaction is skin toxicity. The main purpose of this manuscript is to present an update on the evidence-based summary of efficacy and safety and on the cost-effectiveness of cetuximab. Furthermore, it suggests a management of adverse drug reactions to improve the tolerability of the drug.
Collapse
|
9
|
Increased EGFR expression induced by a novel oncogene, CUG2, confers resistance to doxorubicin through Stat1-HDAC4 signaling. Cell Oncol (Dordr) 2017; 40:549-561. [DOI: 10.1007/s13402-017-0343-7] [Citation(s) in RCA: 26] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/26/2017] [Indexed: 12/22/2022] Open
|
10
|
Zhao JX, Liu LR, Yang XY, Liu F, Zhang ZG. Serum CA19-9 as a marker of circulating tumor cells in first reflux blood of colorectal cancer patients. Oncotarget 2017; 8:67918-67932. [PMID: 28978084 PMCID: PMC5620224 DOI: 10.18632/oncotarget.18912] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2017] [Accepted: 05/23/2017] [Indexed: 01/21/2023] Open
Abstract
Circulating tumor cells (CTCs) are used for metastasis surveillance in cancer patients, but low detection rates limit their use in colorectal cancer (CRC). We investigated the distribution of CTCs in peripheral and portal blood of CRC patients, and analyzed the relationship between serum tumor CEA/CA19-9 markers and CTCs blood levels. CTC levels detected in first reflux/portal vein blood were higher than in peripheral blood, and liver reduced CTCs amount. CTCs-positive patients had increased serum CEA and CA 19-9 levels, and the CEA and CA 19-9 levels correlated with the CTCs levels. Even in non-metastatic CRC patients with barely detectable CTCs in peripheral blood, serum CA 19-9 levels correlated with the CTC levels in first reflux/portal vein blood. These results demonstrate that CTC detection in the first reflux vein/portal vein blood is more sensitive than in peripheral blood, suggesting that clinical diagnosis using the CellSearch System should be based on the CTC detection in first reflux vein blood due to the high detection rates. In addition, our results indicate that serum CA 19-9 levels may serve as a diagnostic marker for further evaluation of CTC levels in portal blood.
Collapse
Affiliation(s)
- Jia-Xing Zhao
- State Key Laboratory of Cellular Stress Biology, Innovation Center for Cell Biology, School of Life Sciences, Xiamen University, Xiamen 361002, China.,Department of Colorectal Cancer Oncological Surgery, Large-Scale Data Analysis Center of Cancer Precision Medicine, Cancer Hospital of Chinese Medical University, Liaoning Provincial Cancer Institute and Hospital, Shenyang 110042, China
| | - Li-Ren Liu
- Department of Gastrointestinal Cancer Biology, National Clinical Research Center of Cancer, Tianjin Medical University Cancer Institute and Hospital, Tianjin 300060, China
| | - Xiao-Yu Yang
- Department of Colorectal Cancer Oncological Surgery, Large-Scale Data Analysis Center of Cancer Precision Medicine, Cancer Hospital of Chinese Medical University, Liaoning Provincial Cancer Institute and Hospital, Shenyang 110042, China
| | - Fang Liu
- Department of Colorectal Cancer Oncological Surgery, Large-Scale Data Analysis Center of Cancer Precision Medicine, Cancer Hospital of Chinese Medical University, Liaoning Provincial Cancer Institute and Hospital, Shenyang 110042, China
| | - Zhong-Guo Zhang
- Department of Colorectal Cancer Oncological Surgery, Large-Scale Data Analysis Center of Cancer Precision Medicine, Cancer Hospital of Chinese Medical University, Liaoning Provincial Cancer Institute and Hospital, Shenyang 110042, China
| |
Collapse
|
11
|
Yang YF, Wang GY, He JL, Wu FP, Zhang YN. Overall survival of patients with KRAS wild-type tumor treated with FOLFOX/FORFIRI±cetuximab as the first-line treatment for metastatic colorectal cancer: A meta-analysis. Medicine (Baltimore) 2017; 96:e6335. [PMID: 28328812 PMCID: PMC5371449 DOI: 10.1097/md.0000000000006335] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
The addition of cetuximab to FOLFIRI or FOLFOX as the first-line treatment for metastatic colorectal cancer (mCRC) was shown to reduce the risk of disease progression and increase the chance of response in patients with KRAS wild-type disease. An updated systematic meta-analysis was undertaken to determine the efficacy of cetuximab plus FOLFIRI or FOLFOX.Major databases were searched to identify RCTs investigating wild-type KRAS mCRC after the first-line treatment, and treatment with FOLFOX/FORFIRI ± cetuximab was compared. Data on clinical efficacy and safety were pooled and compared by ORs, HRs, and 95% CIs.Five eligible trials with 1464 patients were included in the meta-analysis. Compared to FOLFOX/FORFIRI, cetuximab as the first-line therapy has improved overall survival (OS) (hazard ratio [HR] = 0.82, 95% confidence interval [CI]: 0.72-0.93, P = 0.003), progression-free survival (PFS) (HR = 0.66, 95% CI: 0.56 -0.77, P < 0.00001), and overall response rate (ORR) (odds ratio [OR] = 2.12, 95% CI: 1.70-2.65, P < 0.00001). However, Grade 3/4 AE was increased with the OR of 2.76 (95%CI: 2.01-3.78, P < 0.00001). The most common grade 3/4 toxicity in the wild-type KRAS population was neutropenia and diarrhea. For cetuximab plus FOLFIRI, there was a higher incidence of grade 3 or 4 diarrhea (OR = 1.76, 95% CI: 1.15-2.70, P = 0.01), but there was no significant difference for neutropenia (OR = 1.35, 95% CI: 1.00-1.83, P = 0.05).The addition of cetuximab in mCRC as the first-line treatment is a potential effective approach in the improved outcomes but associated with increased toxicity.
Collapse
Affiliation(s)
| | | | | | - Feng-Peng Wu
- Department of Radiotherapy, the Fourth Hospital of Hebei Medical University, Shijiazhuang, China
| | | |
Collapse
|
12
|
Novel biotechnology approaches in colorectal cancer diagnosis and therapy. Biotechnol Lett 2017; 39:785-803. [DOI: 10.1007/s10529-017-2303-8] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2016] [Accepted: 02/07/2017] [Indexed: 12/17/2022]
|
13
|
Lin Z, Zhang Q, Luo W. Angiogenesis inhibitors as therapeutic agents in cancer: Challenges and future directions. Eur J Pharmacol 2016; 793:76-81. [PMID: 27840192 DOI: 10.1016/j.ejphar.2016.10.039] [Citation(s) in RCA: 82] [Impact Index Per Article: 9.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2016] [Revised: 10/08/2016] [Accepted: 10/31/2016] [Indexed: 02/06/2023]
Abstract
Angiogenesis has become an attractive target for cancer therapy since the US Food and Drug Administration (FDA) approved the first angiogenesis inhibitor (bevacizumab) for the treatment of metastatic colorectal cancer in 2004. In following years, a large number of angiogenesis inhibitors have been discovered and developed, ranging from monoclonal antibodies, endogenous peptides, to small organic molecules and microRNAs. Many of them are now entering the clinical trial, or achieving approval for clinical use. However, major limitations have been observed about angiogenesis inhibitors by continued clinical investigations, such as resistance, enhancing tumor hypoxia and reducing delivery of chemotherapeutic agents, which might be the main reason for poor improvement in overall survival after angiogenesis inhibitor administration in clinic. Therefore, optimal anti-angiogenic therapy strategies become critical. The present review summarizes recent researches in angiogenesis inhibitors, and proposes a perspective on future directions in this field.
Collapse
Affiliation(s)
- Zhexuan Lin
- The Key Lab of Molecular Biology for High Cancer Incidence Coastal Chaoshan Area, Shantou University Medical College, Shantou 515041, Guangdong, China
| | - Quanwei Zhang
- The Key Lab of Molecular Biology for High Cancer Incidence Coastal Chaoshan Area, Shantou University Medical College, Shantou 515041, Guangdong, China
| | - Wenhong Luo
- The Key Lab of Molecular Biology for High Cancer Incidence Coastal Chaoshan Area, Shantou University Medical College, Shantou 515041, Guangdong, China.
| |
Collapse
|
14
|
Bai L, Wang F, Li ZZ, Ren C, Zhang DS, Zhao Q, Lu YX, Wang DS, Ju HQ, Qiu MZ, Wang ZQ, Wang FH, Xu RH. Chemotherapy plus bevacizumab versus chemotherapy plus cetuximab as first-line treatment for patients with metastatic colorectal cancer: Results of a registry-based cohort analysis. Medicine (Baltimore) 2016; 95:e4531. [PMID: 28002313 PMCID: PMC5181797 DOI: 10.1097/md.0000000000004531] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
The present observational cohort study was designed to elucidate the efficacy and safety profile of bevacizumab or cetuximab with chemotherapy as the first-line treatment in Chinese patients with metastatic colorectal cancer (mCRC). Clinical data were collected from a single-center registry study where mCRC patients received first-line fluoropyrimidine-based chemotherapy combined with either bevacizumab (188 patients with KRAS wild-type or mutated tumors) or cetuximab (101 patients with KRAS wild-type tumors) between January 2009 and December 2013. The Kaplan-Meier method was used for survival analysis. Cox proportional hazards model was used for estimating the prognostic and predictive values of clinicopathological characteristics. No statistically significant difference was observed between the bevacizumab and cetuximab groups in terms of median progression-free survival (PFS) (10.6 vs 8.7 months, P = 0.317), median overall survival (OS) (27.7 vs 28.3 months, P = 0.525), or overall response rate (43.1% vs 53.5%, P = 0.108). For the subset of patients with peritoneal dissemination, bevacizumab-based triplet appears to be superior to cetuximab-based triplet as measured by PFS (9.6 vs 6.1 months) and OS (26.3 vs 12.7 months), but not for patients without peritoneal dissemination (PFS, 10.6 vs 9.1 months; OS, 27.9 vs 30.7 months) (all unadjusted and adjusted interaction P < 0.05). Our study suggests that bevacizumab- or cetuximab-based regimens have similar effectiveness as first-line treatment of mCRC in Chinese population. Patients with peritoneal dissemination were likely to gain more benefit from bevacizumab than cetuximab treatment. Future prospective studies are required to further confirm these results.
Collapse
Affiliation(s)
- Long Bai
- Department of Medical Oncology, Sun Yat-sen University Cancer Center
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou
| | - Feng Wang
- Department of Medical Oncology, Sun Yat-sen University Cancer Center
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou
| | - Zhe-zhen Li
- Department of Medical Oncology, Sun Yat-sen University Cancer Center
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou
| | - Chao Ren
- Department of Medical Oncology, Sun Yat-sen University Cancer Center
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou
| | - Dong-sheng Zhang
- Department of Medical Oncology, Sun Yat-sen University Cancer Center
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou
| | - Qi Zhao
- State Key Laboratory of Biocontrol, School of Life Sciences, Sun Yat-sen University, Guangzhou, Guangdong, P. R. China
| | - Yun-xin Lu
- Department of Medical Oncology, Sun Yat-sen University Cancer Center
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou
| | - De-shen Wang
- Department of Medical Oncology, Sun Yat-sen University Cancer Center
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou
| | - Huai-qiang Ju
- Department of Medical Oncology, Sun Yat-sen University Cancer Center
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou
| | - Miao-zhen Qiu
- Department of Medical Oncology, Sun Yat-sen University Cancer Center
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou
| | - Zhi-qiang Wang
- Department of Medical Oncology, Sun Yat-sen University Cancer Center
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou
| | - Feng-hua Wang
- Department of Medical Oncology, Sun Yat-sen University Cancer Center
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou
| | - Rui-hua Xu
- Department of Medical Oncology, Sun Yat-sen University Cancer Center
- Sun Yat-sen University Cancer Center; State Key Laboratory of Oncology in South China; Collaborative Innovation Center for Cancer Medicine, Guangzhou
| |
Collapse
|
15
|
Kurt A, Karanlık H, Soylu S, Özgür İ, Soydinç HO, Duranyıldız D, Olgaç V, Şen F, Asoğlu O. Effect of intraperitoneal cetuximab administration on colonic anastomosis and early postoperative adhesion formation in a rat model. ULUSAL CERRAHI DERGISI 2016; 32:157-61. [PMID: 27528807 DOI: 10.5152/ucd.2016.3250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/19/2015] [Accepted: 10/19/2015] [Indexed: 02/01/2023]
Abstract
OBJECTIVE We aimed to evaluate the effect of intraperitoneal cetuximab administration on the healing of anastomosis and development of early adhesion formation in a rat model. MATERIALS AND METHODS Twenty-four female rats were used. A colon segment was resected and end-to-end anastomosis was performed. The rats were randomized into three groups after the performance of colonic anastomosis and received 10 mL of intraperitoneal solution including study drugs after closure of abdominal cavity: normal saline was administered to the normal saline group (n=8), cetuximab (400 mg/m(2)) was administered to the postoperative 1 group (n=8) 1 day after surgery, and cetuximab (400 mg/m(2)) was administered to the peroperative group (n=8) during surgery. RESULTS The mean adhesion grade was 2.63±0.92, and 0.50±0.76 and 0.63±0.74 for control and test groups, respectively. Cetuximab reduced adhesion formation in test groups (p<0.05). When all groups were compared, it was found that vascular endothelial growth factor levels decreased significantly only in the abdomen (p<0.05). Hydroxyproline levels and anastomosis bursting pressure were examined, and a statistical difference was found between groups (hydroxyproline p<0.05, bursting pressure p<0.05). However, when postoperative 1 day group was compared with the control group, it was found that there was no difference between groups according to these parameters (p>0.05), but when peroperative group was compared with the control group a significant decrease was observed in both parameters. Histopathological healing score was also evaluated. No statistical difference between groups was found. CONCLUSION Twenty-four hours later from the operation, intraperitoneal cetuximab therapy may be a safe and feasible treatment for metastatic colorectal patients.
Collapse
Affiliation(s)
- Atilla Kurt
- Department of General Surgery, Cumhuriyet University School of Medicine, Sivas, Turkey
| | - Hasan Karanlık
- Institude of Oncology, Surgical Oncology Unit, İstanbul University, İstanbul School of Medicine, İstanbul, Turkey
| | - Sinan Soylu
- Department of General Surgery, Cumhuriyet University School of Medicine, Sivas, Turkey
| | - İlker Özgür
- Institude of Oncology, Surgical Oncology Unit, İstanbul University, İstanbul School of Medicine, İstanbul, Turkey
| | - Hilal Oğuz Soydinç
- Department of Biochemistry, İstanbul University, İstanbul School of Medicine, İstanbul, Turkey
| | - Derya Duranyıldız
- Department of Biochemistry, İstanbul University, İstanbul School of Medicine, İstanbul, Turkey
| | - Vakur Olgaç
- Department of Pathology, İstanbul University, İstanbul School of Medicine, İstanbul, Turkey
| | - Fatma Şen
- Department of Medical Oncology, İstanbul University İstanbul School of Medicine, İstanbul, Turkey
| | - Oktar Asoğlu
- Department of General Surgery, İstanbul Liv Hospital, İstanbul, Turkey
| |
Collapse
|
16
|
Levi M, Popovtzer A, Tzabari M, Mizrachi A, Savion N, Stemmer SM, Shalgi R, Ben-Aharon I. Cetuximab intensifies cisplatin-induced testicular toxicity. Reprod Biomed Online 2016; 33:102-10. [DOI: 10.1016/j.rbmo.2016.04.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2015] [Revised: 04/05/2016] [Accepted: 04/12/2016] [Indexed: 11/28/2022]
|
17
|
Lo L, Patel D, Townsend AR, Price TJ. Pharmacokinetic and pharmacodynamic evaluation of panitumumab in the treatment of colorectal cancer. Expert Opin Drug Metab Toxicol 2015; 11:1907-24. [PMID: 26572750 DOI: 10.1517/17425255.2015.1112787] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
INTRODUCTION Integration of targeted therapy and additional chemotherapy options has improved median overall survival (OS) in patients with unresectable metastatic colorectal cancer (mCRC). Cetuximab and panitumumab are examples of targeted therapies, specifically against the epidermal growth factor receptor (EGFR). This review focuses on Panitumumab, a fully human IgG2 monoclonal antibody, which inhibits key oncogenic downstream cell signalling pathways. Panitumumab and cetuximab have improved tumour response rate, progression-free survival, and OS in mCRC patients in whom the RAS (Rat Sarcoma) gene is of Wild Type (WT) status. AREAS COVERED The EGFR signalling pathway and preclinical, Phase I and Phase II clinical studies on the pharmacokinetic, pharmacodynamic and safety evaluation of panitumumab are presented. Phase III studies utilising panitumumab in the first, second and third line setting in mCRC are also described. EXPERT OPINION Panitumumab exhibits excellent pharmacokinetics and pharmacodynamics by way of uncomplicated dosing, non-existent drug interactions, minimal infusion reactions and manageable side effects, making it a suitable target for combination treatments. However, innate and acquired resistances are still obstacles. To overcome this, experimented strategies are ongoing, particularly in patients with Her-2 and BRAF gene alterations. Novel biomarkers to improve patient selection and second-generation targeted antibodies are in development.
Collapse
Affiliation(s)
- Louisa Lo
- a Department of Medical Oncology , The Queen Elizabeth Hospital , Woodville , 5011 , SA , Australia
| | - Dainik Patel
- a Department of Medical Oncology , The Queen Elizabeth Hospital , Woodville , 5011 , SA , Australia
| | - Amanda R Townsend
- a Department of Medical Oncology , The Queen Elizabeth Hospital , Woodville , 5011 , SA , Australia.,b School of Medicine , University of Adelaide , Adelaide , 5000 , SA , Australia
| | - Timothy J Price
- a Department of Medical Oncology , The Queen Elizabeth Hospital , Woodville , 5011 , SA , Australia.,b School of Medicine , University of Adelaide , Adelaide , 5000 , SA , Australia
| |
Collapse
|
18
|
Peeters M, Oliner KS, Price TJ, Cervantes A, Sobrero AF, Ducreux M, Hotko Y, André T, Chan E, Lordick F, Punt CJA, Strickland AH, Wilson G, Ciuleanu TE, Roman L, Van Cutsem E, He P, Yu H, Koukakis R, Terwey JH, Jung AS, Sidhu R, Patterson SD. Analysis of KRAS/NRAS Mutations in a Phase III Study of Panitumumab with FOLFIRI Compared with FOLFIRI Alone as Second-line Treatment for Metastatic Colorectal Cancer. Clin Cancer Res 2015; 21:5469-79. [PMID: 26341920 DOI: 10.1158/1078-0432.ccr-15-0526] [Citation(s) in RCA: 139] [Impact Index Per Article: 13.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2015] [Accepted: 06/25/2015] [Indexed: 01/12/2023]
Abstract
PURPOSE We evaluated the influence of RAS mutation status on the treatment effect of panitumumab in a prospective-retrospective analysis of a randomized, multicenter phase III study of panitumumab plus fluorouracil, leucovorin, and irinotecan (FOLFIRI) versus FOLFIRI alone as second-line therapy in patients with metastatic colorectal cancer (mCRC; ClinicalTrials.gov, NCT0039183). EXPERIMENTAL DESIGN Outcomes were from the study's primary analysis. RAS mutations beyond KRAS exon 2 (KRAS exons 3, 4; NRAS exons 2, 3, 4; BRAF exon 15) were detected by bidirectional Sanger sequencing in wild-type KRAS exon 2 tumor specimens. Progression-free survival (PFS) and overall survival (OS) were coprimary endpoints. RESULTS The RAS ascertainment rate was 85%; 18% of wild-type KRAS exon 2 tumors harbored other RAS mutations. For PFS and OS, the hazard ratio (HR) for panitumumab plus FOLFIRI versus FOLFIRI alone more strongly favored panitumumab in the wild-type RAS population than in the wild-type KRAS exon 2 population [PFS HR, 0.70 (95% confidence interval [CI], 0.54-0.91); P = 0.007 vs. 0.73 (95% CI, 0.59-0.90); P = 0.004; OS HR, 0.81 (95% CI, 0.63-1.03); P = 0.08 vs. 0.85 (95% CI, 0.70-1.04); P = 0.12]. Patients with RAS mutations were unlikely to benefit from panitumumab. Among RAS wild-type patients, the objective response rate was 41% in the panitumumab-FOLFIRI group versus 10% in the FOLFIRI group. CONCLUSIONS Patients with RAS mutations were unlikely to benefit from panitumumab-FOLFIRI and the benefit-risk of panitumumab-FOLFIRI was improved in the wild-type RAS population compared with the wild-type KRAS exon 2 population. These findings support RAS testing for patients with mCRC. Clin Cancer Res; 21(24); 5469-79. ©2015 AACR.See related commentary by Salazar and Ciardiello, p. 5415.
Collapse
Affiliation(s)
- Marc Peeters
- Antwerp University Hospital and University of Antwerp, Edegem, Belgium.
| | | | - Timothy J Price
- Queen Elizabeth Hospital and University of Adelaide, Woodville, Australia
| | - Andrés Cervantes
- Biomedical Research Institute INCLIVA, University of Valencia, Spain
| | | | - Michel Ducreux
- Institut Gustave Roussy, Villejuif, and Paris-Sud University, Le Kremlin Bicêtre, Paris, France
| | | | - Thierry André
- Hôpital Saint Antoine and Université Pierre et Marie Curie (UMPC; Paris VI), Paris, France
| | - Emily Chan
- Vanderbilt University Medical Center, Nashville, Tennessee, USA
| | | | | | | | | | - Tudor E Ciuleanu
- Institutul Oncologic Ion Chiricuta and University of Medicine and Pharmacy Iuliu Hatieganu, Cluj Napoca, Romania
| | - Laslo Roman
- Leningrad Regional Oncology Dispensary, Saint Petersburg, Russia
| | | | - Pei He
- Amgen Inc., Thousand Oaks, California, USA
| | - Hua Yu
- Amgen Inc., Thousand Oaks, California, USA
| | | | | | | | | | | |
Collapse
|
19
|
Choueiri MB, Shen JP, Gross AM, Huang JK, Ideker T, Fanta P. ERCC1 and TS Expression as Prognostic and Predictive Biomarkers in Metastatic Colon Cancer. PLoS One 2015; 10:e0126898. [PMID: 26083491 PMCID: PMC4470586 DOI: 10.1371/journal.pone.0126898] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2015] [Accepted: 04/08/2015] [Indexed: 02/06/2023] Open
Abstract
In patients with metastatic colon cancer, response to first line chemotherapy is a strong predictor of overall survival (OS). Currently, oncologists lack diagnostic tests to determine which chemotherapy regimen offers the greatest chance for response in an individual patient. Here we present the results of gene expression analysis for two genes, ERCC1 and TS, measured with the commercially available ResponseDX: Colon assay (Response Genetics, Los Angeles, CA) in 41 patients with de novo metastatic colon cancer diagnosed between July 2008 and August 2013 at the University of California, San Diego. In addition ERCC1 and TS expression levels as determined by RNAseq and survival data for patients in TCGA were downloaded from the TCGA data portal. We found that patients with low expression of ERCC1 (n = 33) had significantly longer median OS (36.0 vs. 10.1 mo, HR 0.29, 95% CI .095 to .84, log-rank p = 9.0x10-6) and median time to treatment to failure (TTF) following first line chemotherapy (14.1 vs. 2.4 mo, HR 0.17, 95% CI 0.048 to 0.58, log-rank p = 5.3x10-4) relative to those with high expression (n = 4). After accounting for the covariates age, sex, tumor grade and ECOG performance status in a Cox proportional hazard model the association of low ERCC1 with longer OS (HR 0.18, 95% CI 0.14 to 0.26, p = 0.0448) and TTF (HR 0.16, 95% CI 0.14 to 0.21, p = 0.0053) remained significant. Patients with low TS expression (n = 29) had significantly longer median OS (36.0 vs. 14.8 mo, HR 0.25, 95% CI 0.074 to 0.82, log-rank p = 0.022) relative to those with high expression (n = 12). The combined low expression of ERCC1/TS was predictive of response in patients treated with FOLFOX (40% vs. 91%, RR 2.3, Fisher’s exact test p = 0.03, n = 27), but not with FOLFIRI (71% vs. 71%, RR 1.0, Fisher’s exact test p = 1, n = 14). Overall, these findings suggest that measurement of ERCC1 and TS expression has potential clinical utility in managing patients with metastatic colorectal cancer.
Collapse
Affiliation(s)
- Michel B. Choueiri
- Department of Medicine, University of California San Diego, La Jolla, California, United States of America
- Moores Cancer Center, University of California San Diego, La Jolla, California, United States of America
| | - John Paul Shen
- Department of Medicine, University of California San Diego, La Jolla, California, United States of America
- Moores Cancer Center, University of California San Diego, La Jolla, California, United States of America
| | - Andrew M. Gross
- Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, California, United States of America
| | - Justin K. Huang
- Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, California, United States of America
| | - Trey Ideker
- Department of Medicine, University of California San Diego, La Jolla, California, United States of America
- Bioinformatics and Systems Biology Program, University of California San Diego, La Jolla, California, United States of America
- Moores Cancer Center, University of California San Diego, La Jolla, California, United States of America
| | - Paul Fanta
- Department of Medicine, University of California San Diego, La Jolla, California, United States of America
- Moores Cancer Center, University of California San Diego, La Jolla, California, United States of America
- * E-mail:
| |
Collapse
|
20
|
Anti-EGFR Resistance in Colorectal Cancer: Current Knowledge and Future Perspectives. CURRENT COLORECTAL CANCER REPORTS 2014. [DOI: 10.1007/s11888-014-0242-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
|
21
|
|