Literature DB >> 35641204

Mucinous Histology Is Associated with Resistance to Anti-EGFR Therapy in Patients with Left-Sided RAS/BRAF Wild-Type Metastatic Colorectal Cancer.

Chongkai Wang1, Jaideep Sandhu1, Marwan Fakih1.   

Abstract

BACKGROUND: Limited studies have suggested that mucinous histology is associated an attenuated response to anti-epidermal growth factor receptor (EGFR) therapy.
METHODS: We conducted a single-institution, retrospective study to review the anti-EGFR response and the molecular profile of patients with left-sided microsatellite stable RAS/BRAF wild-type mucinous metastatic colorectal cancer.
RESULTS: In comparison to nonmucinous population (n = 98), mucinous histology (n = 20) was associated with a younger age (48 vs 54, P = .02), wild-type APC (80% vs 15.3%, P < .0001), and wild-type TP53 (40% vs 8.2%, P = .001). Guanine nucleotide binding protein, alpha stimulating (GNAS) mutations were exclusively found in mucinous tumors (20% vs 0, P < .0001). Genomic alterations associated with resistance to anti-EGFR therapy, such as ERBB2 amplification, PIK3CA mutation, MAP2K1 mutation, and KRAS amplification, were identified in patients with left-sided RAS/BRAF wild-type mucinous metastatic colorectal cancer. Mucinous histology was not associated with a worse outcome than non-mucinous histology (34.3 vs 42.2 months, P = .85). However, patients with left-sided RAS/BARF wild-type mucinous colorectal cancer treated with first-line anti-EGFR therapy had significantly worse progression-free survival (4 vs 6.5 months, hazard ratio [HR] = 5.3, 95% confidence interval [CI] 1.3-21.7, P = .01) than patients treated with the first-line vascular endothelial growth factor A antibody, bevacizumab. Anti-EGFR therapy was associated with limited responses and a short PFS across all lines of therapy in 12 patients with left-sided RAS/BRAF wild-type mucinous colorectal cancer.
CONCLUSIONS: Mucinous histology is associated with diminished benefits from anti-EGFR therapy in patients with left-sided RAS/BRAF wild-type colorectal cancer. These patients should be considered for bevacizumab-based therapy in the first- and second-line settings.
© The Author(s) 2022. Published by Oxford University Press.

Entities:  

Keywords:  anti-EGFR; metastatic colorectal cancer; mucinous

Mesh:

Substances:

Year:  2022        PMID: 35641204      PMCID: PMC8895744          DOI: 10.1093/oncolo/oyab028

Source DB:  PubMed          Journal:  Oncologist        ISSN: 1083-7159            Impact factor:   5.837


Incorporating anti-epidermal growth factor receptor therapy offers limited benefits for patients with left-sided RAS/BARF wild-type mucinous metastatic colorectal cancer. Physicians should consider bevacizumab as the preferred biological agent in the first-line treatment in this population.

Introduction

Epidermal growth factor receptor (EGFR) targeting antibodies, such as panitumumab and cetuximab, have been associated with improvements in response rate, progression-free survival (PFS), and overall survival (OS) when combined with systemic chemotherapy in the first-line treatment of left-sided RAS/BRAF wild-type metastatic colorectal cancers.[1-6] However, more than 30% patients of patients satisfying these characteristics do not benefit from anti-EGFR therapy, as demonstrated by data from anti-EGFR monotherapy.[1-3,5,6] Identifying additional predictive biomarkers of resistance to anti-EGFR therapy would prevent unnecessary exposure to ineffective therapies and allows for the integration of alternative treatments in these patients. Mucinous colorectal adenocarcinoma, characterized by more than 50% of extracellular mucin, accounts for 10-20% of patients with colorectal cancer.[7-9] Patients with mucinous metastatic colorectal cancer have inferior response rates and shorter OS to oxaliplatin/irinotecan-based first-line chemotherapy when compared with patients with nonmucinous colorectal cancer.[10] However, limited data exists on the impact of mucinous histology on anti-EGFR response in RAS/BRAF wild-type metastatic colorectal cancer.[11] We retrospectively reviewed outcomes of patients with RAS/BRAF wild-type left-sided mucinous adenocarcinoma and evaluated their response to anti-EGFR therapy. We focused further on the first-line treatment of this population and compared the impact of first-line bevacizumab-based chemotherapy versus anti-EGFR-based chemotherapy. In addition, comprehensive genomic profiling was used to uncover the mechanism of resistance to anti-EGFR therapy.

Methods

Patient Population

Patients with metastatic colorectal cancer treated at City of Hope Comprehensive Cancer Center (Duarte, CA) between 2013 and 2020 with available next-generation sequencing by a clinical laboratory improvement amendments (CLIA) certified assay were the subject of this study. Patients were subsequently stratified into mucinous and nonmucinous cohorts based on their official pathology review. We did not include mucinous features (<50% mucinous or minor mucinous component) in the study to maintain a more homogenous population. Signet ring cell cancers were included along with the mucinous adenocarcinomas. Patients with left-sided microsatellite stable RAS/BRAF wild-type mucinous adenocarcinoma treated with anti-EGFR therapy were identified and were analyzed for response rate, PFS, and OS across various lines of therapy. To investigate the prognostic versus predictive impact of mucinous cancer on treatment response, we subsequently compared the outcome of left-sided RAS/BRAF wild-type metastatic colorectal cancer to first-line anti-EGFR-based chemotherapy vs first-line bevacizumab-based chemotherapy. This study was approved by the Institutional Review Board (IRB 14361). To interrogate potential mechanisms of resistance to anti-EGFR in mucinous left-sided metastatic colorectal cancer, we compared tumor genomic alterations in mucinous versus nonmucinous left-side RAS/BRAF wild-type cancer. Genomic alterations previously associated with anti-EGFR resistance were analyzed in both subgroups.

Statistical Analysis

Patients’ characteristics and genomic alterations were analyzed by Wilcoxon rank test (age and tumor mutation burden [TMB]) and Fisher’s exact test (categorical variables). Differences in PFS and OS were compared using Kaplan-Meier curves, with P-value calculated via log-rank test.

Results

Baseline Patients Population Characteristics

Among 430 patients with stage IV colorectal cancer with full genomic profiling, 118 patients were left-sided RAS/BRAF wild-type—20 (16.9%) of whom had mucinous tumors. A total of 64 cases of mucinous adenocarcinoma were identified, 67% (43/64) were left-sided, and 41% (26/64) were RAS/BRAF wild type. Baseline clinicopathologic and molecular characteristics of patients with left-sided RAS/BRAF wild-type metastatic colorectal cancer are shown in Table 1. Genomic alterations that were prevalent in more than 5% of mucinous tumor were included in our data analysis. Mucinous histology was associated with younger age (median, 48 vs 54, P = .02) than nonmucinous histology. Mucinous tumors were associated with a high incidence of wild-type APC (80% vs 15.3%, P < .0001) and wild-type TP53 (40% vs 8.2%, P = .001) compared with nonmucinous tumors. Mutations in GNAS (20% vs 0, P = .0006) were exclusive to mucinous tumors. SMAD4 mutation was numerically higher (25% vs 10.2%) in the mucinous versus nonmucinous group. We did not observe a significant difference in SMAD2 and PIK3CA mutations between mucinous and nonmucinous tumors. In addition, no difference in tumor mutation burden was found between mucinous and nonmucinous tumors.
Table 1.

Characteristics of patients with mucinous and nonmucinous left-sided RAS/BRAF wild-type metastatic CRC.

CharacteristicsTotal (n = 118)Mucinous 16.9% (n = 20)Non-mucinous 83.1% (n = 9 8) P-value
Age at diagnosis
 Median (range)52 (19-88)48 (19-88)54 (20-84).02
Gender
 Female35.6% (42)50% (10)32.7% (32).2
 Male64.4% (76)50% (10)67.3%% (66)
Stage at diagnosis
 II/III22% (26)15% (3)23.5% (23).6
 IV78% (92)85% (17)76.5% (75)
APC
 Mutated73.7% (87)20% (4)84.7% (83)<.0001
 Nonmutated31.3% (31)80% (16)15.3% (15)
TP53
 Mutated86.4% (102)60% (12)91.8% (90).001
 Nonmutated13.6% (16)40% (8)8.2% (8)
GNAS
 Mutated3.4% (4)20% (4)0 (0).0006
 Nonmutated96.6% (114)80% (16)100% (98)
SMAD4
 Mutated11.9% (14)25% (5)10.2% (10).13
 Nonmutated88.1% (104)75% (15)89.8% (88)
SMAD2
 Mutated5.1% (6)10% (2)4.1% (4).27
 Nonmutated94.9% (112)90% (18)95.9% (94)
PIK3CA
 Mutated8.5% (10)10% (2)8.2% (8).68
 Nonmutated91.5% (108)90% (18)91.8% (90)
TMBa
 Median (range)5 (0-13)5.5 (1-11)5 (0-13).32

Data not available, 4 in mucinous group, 4 in nonmucinous group.

Characteristics of patients with mucinous and nonmucinous left-sided RAS/BRAF wild-type metastatic CRC. Data not available, 4 in mucinous group, 4 in nonmucinous group.

Response to Anti-EGFR Therapy in Left-Sided RAS/BRAF Wild-Type Mucinous Colorectal Cancer

Among the 20 patients with left-sided RAS/BRAF wild-type mucinous metastatic colorectal cancer, 12 patients were given panitumumab (7 first-line, 4 second-line, and one fifth-line). Seven patients were given bevacizumab in combination with chemotherapy as first-line treatment, all of whom had stable disease. Among the seven patients who received first-line panitumumab in combination with chemotherapy, one patient had partial response, 2 had stable disease, and 4 had progressive disease as best response (Table 2). No responses were noted in patients receiving panitumumab second-line and beyond treatment (Table 2). The median PFS in patients treated with first-line panitumumab-based therapy was 4 months versus 6.5 months with bevacizumab-based therapy (P = .01, HR = 5.3, 95% CI 1.3-21.7, P = .01) (Fig. 1). This difference in PFS persisted when we compared left-sided RAS/BRAF wild-type mucinous colorectal cancers treated with first-line panitumumab-based therapy to all mucinous metastatic colorectal cancer treated with first-line bevacizumab regardless of sidedness and RAS/BRAF status (4 vs 6.5 months, HR = 4.2, 95% CI 1.4-13.2, P = .0077; Supplementary Fig. S1).
Table 2.

Patients with left-sided RAS/BRAF wild-type mucinous metastatic colorectal cancer treated with anti-EGFR.

PatientsLines of therapyBest responsePFS
01First linePD1.4
02First linePD4.0
03First lineSD4.6
04First linePD3.8
05First linePD4.0
06First lineSD5.1
07First linePR6.1
08Second lineSD3.7
09Second lineSD3.7
10Second lineSD2.8
11Second lineSD3.2
12Fifth lineSD3.0

PD, progressive disease; SD, stable disease; PR, partial response; PFS, progression-free survival.

Figure 1.

Kaplan-Meier curves for PFS of patients with left-sided, RAS/BRAF wild-type mucinous metastatic colorectal cancer treated with first-line panitumumab versus first-line bevacizumab.

Patients with left-sided RAS/BRAF wild-type mucinous metastatic colorectal cancer treated with anti-EGFR. PD, progressive disease; SD, stable disease; PR, partial response; PFS, progression-free survival. Kaplan-Meier curves for PFS of patients with left-sided, RAS/BRAF wild-type mucinous metastatic colorectal cancer treated with first-line panitumumab versus first-line bevacizumab.

Genomic Alterations Associated with Resistance to Anti-EGFR Therapy Are Common in Left-Sided RAS/BRAF Wild-Type Mucinous Metastatic Colorectal Cancer

Underlying primary mechanism of resistance to anti-EGFR therapy was investigated by reviewing the genomic profile of left-sided RAS/BRAF wild-type mucinous tumors versus left-sided RAS/BRAF wild-type nonmucinous tumors as analyzed by CLIA-certified Next-Generation Sequencing technology. ERBB2 amplification was identified in 15% of tumors with mucinous histology versus 6% of tumors with nonmucinous histology. KRAS amplification was identified in 10% of tumors with mucinous histology versus 5% of tumors with nonmucinous histology. In addition, higher frequencies of PIK3CA mutations (10% vs 8.2%), MAP2K1 mutations (5% vs 0), FGFR1 amplifications (5% vs 0), and FGFR2 rearrangement (5% vs 0) were found in tumors with mucinous histology compared with tumors with nonmucinous histology (Fig. 2). In summary, genomic alterations related to resistance to anti-EGFR therapy were enriched in left-sided RAS/BRAF wild-type tumors with mucinous histology.
Figure 2.

Bar chart of genomic alterations associated with resistance to anti-EGFR therapy in patients with mucinous and non-mucinous left-sided RAS/BRAF wild-type metastatic colorectal cancer.

Bar chart of genomic alterations associated with resistance to anti-EGFR therapy in patients with mucinous and non-mucinous left-sided RAS/BRAF wild-type metastatic colorectal cancer.

Association of Mucinous Histology with Clinical Outcomes

To investigate whether mucinous histology is a prognostic marker for worse clinical outcome, we analyzed the OS of patients with mucinous (n = 72) and nonmucinous colorectal cancer (n = 358) regardless of sidedness and molecular profile. The median OS was 34.3 months versus 42.2 months (P = .85, HR = 1.0, 95% CI 0.75-1.42) in patients with mucinous and nonmucinous metastatic colorectal cancer, respectively (Fig. 3).
Figure 3.

Kaplan-Meier curves for overall survival of patients with mucinous and nonmucinous metastatic colorectal cancer.

Kaplan-Meier curves for overall survival of patients with mucinous and nonmucinous metastatic colorectal cancer.

Discussion

Mucinous colorectal cancer is often associated with poor differentiation, late stage at diagnosis, and worse prognosis.[12-14] While studies have shown that patients with mucinous colorectal cancer may have a poorer response to chemotherapy, it remains unclear whether left-sided RAS/BRAF wild-type mucinous colorectal cancer derive benefit from anti-EGFR therapy.[10,11] In 2019, Moretto et al reported that mucinous histology was associated with diminished benefit to anti-EGFR therapy.[11] While these data point to the poor response to anti-EGFR therapy, the lack of comparative data to a non-anti-EGFR therapy cohort limits the interpretation of this data. In addition, the lack of extensive assessment of tumor genomic profiling did not shed a good understanding on the potential mechanisms of resistance. In our study, patients treated with first-line panitumumab-based chemotherapy had a significantly shorter PFS and OS than patients treated with bevacizumab. In addition, patients treated with anti-EGFR therapies in subsequent lines had similarly poor responses. We also evaluated whether mucinous histology could serve as a prognostic biomarker for colorectal cancer. Unlike some prior reports, we did not observe a significant difference in OS between the mucinous and the nonmucinous group. Our study suggests that mucinous histology is a predictive biomarker for resistance to anti-EGFR therapy in left-sided RAS/BRAF wild-type colorectal cancer. This is at least partly explained by enrichment with genomic alterations associated with resistance to anti-EGFR therapy. We identified significant differences in the genomic characteristics between mucinous and nonmucinous RAS/BRAF wild-type left-sided colorectal cancer. Like prior studies, mucinous histology was associated with increased wild-type APC and TP53, which suggest a distinct oncogenic pathway from that of nonmucinous colorectal cancer.[13,15] Our study found significantly more frequent mutations of GNAS among the mucinous group, which is also consistent with prior reports.[13,16] Of note, GNAS and SMAD4 alterations have been associated with mucinous neoplasms of the pancreas and appendix, indicating their unique roles in the pathogenesis of mucinous neoplasms.[17-19] In addition, prior studies have shown strong correlation between GNAS mutation and peritoneal metastasis of mucinous appendix and colorectal adenocarcinoma.[19,20] In this study, we found 4 patients with GNAS alterations, 3 of them had peritoneal carcinomatosis. The exact role of mutant GNAS in the pathogenesis of mucinous colorectal cancer and the development of peritoneal metastasis remains to be demonstrated. GNAS encodes for the Gs-α subunit of G-proteins. GNAS mutation or amplification are found in about 10% of colorectal cancer.[ Active alteration of GNAS results in increased activation of Wnt/β-catenin and ERK/MAPK signaling, which may limit the activity of anti-EGFR therapy.[22] In addition, a recent report associated GNAS amplification with resistance to cetuximab in patients with KRAS wild-type colorectal cancer.[23] These results indicate that GNAS alterations may represent a novel mechanism of resistance to anti-EGFR therapy in RAS/BRAF wild-type colorectal cancer. It is well-established that RAS/BRAF mutations are predictive biomarkers for intrinsic and acquired resistance to anti-EGFR therapy. There is increasing evidence that other genomic alterations might confer resistance to anti-EGFR therapy as well. ERBB2 amplification was identified in 15% of our patients with mucinous histology, which is proportionally higher than in unselected patients with metastatic colorectal cancer.[24] Aberrant ERBB2 activation leads to bypass of the RAS/MEK/ERK signalizing, thereby blunting the efforts of EGFR inhibition.[25] Preclinical and clinical studies have demonstrated that ERBB2 amplification is a predictive biomarker for resistance to anti-EGFR therapy.[26,27]KRAS amplification was observed in 10% of tumors with mucinous histology which is also considerably higher than unselected patients with metastatic colorectal tumors.[28] We have previously reported, among others, that high levels of RAS amplification confer resistance to anti-EGFR therapy.[28,29] MAP2K1 alterations were also encountered in our mucinous left-sided RAS/BRAF wild-type cohort. MAP2K1 gene codes for protein MEK1 which located at the downstream of BRAF. The noted MAP2K1(E102_I103del) results in constitutive phosphorylation of MEK1 and thus activation of MEK/ERK signaling.[30] Studies from our group and others have shown that activating MAP2K1 mutations is associated with resistance to anti-EGFR therapy[31-33]. Other alterations enriched in our population of interest that may have conferred resistance to anti-EGFR include PIK3CA, FGFR, and SMAD4. PIK3CA-PTEN-AKT signaling is a parallel pathway to RAS-RAF-MAPK under EGFR. Activating mutations in the PIK3CA/PTEN/AKT pathway have been associated with resistance to anti-EGFR therapy.[34]FGFR fusions are oncogenic drivers and can substitute for EGFR signaling and have been linked to primary and acquired mechanisms of resistance to anti-EGFR therapy in prior clinical studies in colorectal cancer.[35-37] Similarly, FGFR1 amplification is another oncogenic driver that has been correlated with resistance to anti-EGFR therapy.[36] Additionally, studies have shown that SMAD4 mutation may lead to resistance to anti-EGFR therapy. A clinical study analyzed the genomic alterations in 65 colorectal tumors treated with cetuximab or panitumumab found that, in addition to mutations in RAS/BRAF/PIC3CA/PTEN, SMAD4 and FBXW7 mutations were significantly more prevalent in anti-EGFR resistant tumors.[38]SMAD4 is a key mediator of TGF-β signaling. Loss of SMAD4 leads to abnormal activation of TGF-β pathway, which may confer resistance to anti-EGFR therapy[39]. While our study shows limited benefits to anti-EGFR therapy in mucinous left-sided RAS/BRAF wild-type tumors, we note the limitations of a small sample size and the potential limitations of a retrospective analysis. The enrichment of genomic alterations associated with absolute or relative resistance to anti-EGFR therapy in left-sided mucinous RAS/BRAF wild-type colorectal cancer may partially explain the lack of anti-EGFR benefits within this group. However, additional mechanisms of resistance on the genomic expression level may also co-exist in this population and are yet to be elucidated. Our findings should at least generate caution regarding the integration of anti-EGFR therapy in the front-line treatment of this population and trigger additional studies to interrogate this issue more conclusively. Click here for additional data file.
  37 in total

1.  Randomized, phase III trial of panitumumab with infusional fluorouracil, leucovorin, and oxaliplatin (FOLFOX4) versus FOLFOX4 alone as first-line treatment in patients with previously untreated metastatic colorectal cancer: the PRIME study.

Authors:  Jean-Yves Douillard; Salvatore Siena; James Cassidy; Josep Tabernero; Ronald Burkes; Mario Barugel; Yves Humblet; György Bodoky; David Cunningham; Jacek Jassem; Fernando Rivera; Ilona Kocákova; Paul Ruff; Maria Błasińska-Morawiec; Martin Šmakal; Jean-Luc Canon; Mark Rother; Kelly S Oliner; Michael Wolf; Jennifer Gansert
Journal:  J Clin Oncol       Date:  2010-10-04       Impact factor: 44.544

2.  Effect of First-Line Chemotherapy Combined With Cetuximab or Bevacizumab on Overall Survival in Patients With KRAS Wild-Type Advanced or Metastatic Colorectal Cancer: A Randomized Clinical Trial.

Authors:  Alan P Venook; Donna Niedzwiecki; Heinz-Josef Lenz; Federico Innocenti; Briant Fruth; Jeffrey A Meyerhardt; Deborah Schrag; Claire Greene; Bert H O'Neil; James Norman Atkins; Scott Berry; Blase N Polite; Eileen M O'Reilly; Richard M Goldberg; Howard S Hochster; Richard L Schilsky; Monica M Bertagnolli; Anthony B El-Khoueiry; Peter Watson; Al B Benson; Daniel L Mulkerin; Robert J Mayer; Charles Blanke
Journal:  JAMA       Date:  2017-06-20       Impact factor: 56.272

3.  Comprehensive tumor profiling reveals unique molecular differences between peritoneal metastases and primary colorectal adenocarcinoma.

Authors:  Matthew K Stein; Forrest W Williard; Joanne Xiu; Miriam W Tsao; Michael G Martin; Benjamin W Deschner; Paxton V Dickson; Evan S Glazer; Danny Yakoub; David Shibata; Axel F Grothey; Philip A Philip; Jimmy J Hwang; Anthony F Shields; John L Marshall; W Michael Korn; Heinz-Josef Lenz; Jeremiah L Deneve
Journal:  J Surg Oncol       Date:  2020-03-12       Impact factor: 3.454

4.  Mucinous adenocarcinomas: poor prognosis in metastatic colorectal cancer.

Authors:  Leonie J M Mekenkamp; Karin J Heesterbeek; Miriam Koopman; Jolien Tol; Steven Teerenstra; Sabine Venderbosch; Cornelis J A Punt; Iris D Nagtegaal
Journal:  Eur J Cancer       Date:  2012-01-04       Impact factor: 9.162

5.  PI3KCA/PTEN deregulation contributes to impaired responses to cetuximab in metastatic colorectal cancer patients.

Authors:  F Perrone; A Lampis; M Orsenigo; M Di Bartolomeo; A Gevorgyan; M Losa; M Frattini; C Riva; S Andreola; E Bajetta; L Bertario; E Leo; M A Pierotti; S Pilotti
Journal:  Ann Oncol       Date:  2008-07-31       Impact factor: 32.976

6.  A molecularly annotated platform of patient-derived xenografts ("xenopatients") identifies HER2 as an effective therapeutic target in cetuximab-resistant colorectal cancer.

Authors:  Andrea Bertotti; Giorgia Migliardi; Francesco Galimi; Francesco Sassi; Davide Torti; Claudio Isella; Davide Corà; Federica Di Nicolantonio; Michela Buscarino; Consalvo Petti; Dario Ribero; Nadia Russolillo; Andrea Muratore; Paolo Massucco; Alberto Pisacane; Luca Molinaro; Emanuele Valtorta; Andrea Sartore-Bianchi; Mauro Risio; Lorenzo Capussotti; Marcello Gambacorta; Salvatore Siena; Enzo Medico; Anna Sapino; Silvia Marsoni; Paolo M Comoglio; Alberto Bardelli; Livio Trusolino
Journal:  Cancer Discov       Date:  2011-09-02       Impact factor: 39.397

7.  MAP2K1 Mutations in Advanced Colorectal Cancer Predict Poor Response to Anti-EGFR Therapy and to Vertical Targeting of MAPK Pathway.

Authors:  Jeremy Chuang; Chongkai Wang; Yuming Guo; Valerie Valenzuela; Jun Wu; Marwan Fakih
Journal:  Clin Colorectal Cancer       Date:  2020-12-17       Impact factor: 4.481

8.  The activating mutation R201C in GNAS promotes intestinal tumourigenesis in Apc(Min/+) mice through activation of Wnt and ERK1/2 MAPK pathways.

Authors:  C H Wilson; R E McIntyre; M J Arends; D J Adams
Journal:  Oncogene       Date:  2010-06-07       Impact factor: 9.867

9.  The 2019 WHO classification of tumours of the digestive system.

Authors:  Iris D Nagtegaal; Robert D Odze; David Klimstra; Valerie Paradis; Massimo Rugge; Peter Schirmacher; Kay M Washington; Fatima Carneiro; Ian A Cree
Journal:  Histopathology       Date:  2019-11-13       Impact factor: 5.087

10.  KRAS amplification in metastatic colon cancer is associated with a history of inflammatory bowel disease and may confer resistance to anti-EGFR therapy.

Authors:  Laura A Favazza; Christine M Parseghian; Cihan Kaya; Marina N Nikiforova; Somak Roy; Abigail I Wald; Michael S Landau; Siobhan S Proksell; Jeffrey M Dueker; Elyse R Johnston; Randall E Brand; Nathan Bahary; Vikram C Gorantla; John C Rhee; James F Pingpank; Haroon A Choudry; Kenneth Lee; Alessandro Paniccia; Melanie C Ongchin; Amer H Zureikat; David L Bartlett; Aatur D Singhi
Journal:  Mod Pathol       Date:  2020-05-06       Impact factor: 7.842

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.