Literature DB >> 25859555

RAS mutations vary between lesions in synchronous primary colorectal cancer: testing only one lesion is not sufficient to guide anti-EGFR treatment decisions.

Mariana Petaccia de Macedo1, Fernanda Machado de Melo2, Júlia da Silva Ribeiro2, Celso Abdon Lopes de Mello3, Maria Dirlei Ferreira de Souza Begnami1, Fernando Augusto Soares1, Dirce Maria Carraro4, Isabela Werneck da Cunha1.   

Abstract

INTRODUCTION: Mutations in KRAS and NRAS genes are negative predictors of anti-EGFR therapies response in metastatic colorectal cancer. There are few reports on RAS testing in synchronous primary colorectal cancer (SP-CRC) and a lack of recommendations on which tissue should be tested for the mutation in this disease. This study analyzed the RAS status of both lesions in SP-CRC patients and in their metastasis.
MATERIALS AND METHODS: DNA was obtained from formalin-fixed-paraffin-embedded tissue, and mutations were analyzed by pyrosequencing.
RESULTS: RAS status was heterogeneous in 6 (75%) of 8 SP-CRC patients between primary lesions. Five showed heterogeneity regarding RAS mutational status, and from these, four presented with metastasis: 3 cases (75%) had WT metastatic tissue, and 1 case (25%) had mutated metastatic tissue. One patient showed divergence regarding RAS mutation type. DISCUSSION: RAS mutations vary significantly between SP-CRC lesions, and the status of the metastasis is unpredictable. Testing for RAS mutations in only 1 of the primary lesions can misguide clinical decisions and hind the predictive potential of anti-EGFR treatment. A more appropriate approach in metastatic SP-CRC is to test the metastatic tissue or both primary lesions for providing more accurate mutation scenery and support more assertive clinical decisions.

Entities:  

Keywords:  KRAS; NRAS; anti-EGFR treatment; colorectal cancer; synchronic primary colorectal cancer

Year:  2015        PMID: 25859555      PMCID: PMC4381705          DOI: 10.18632/oncoscience.118

Source DB:  PubMed          Journal:  Oncoscience        ISSN: 2331-4737


INTRODUCTION

The definition of synchronous primary colorectal carcinoma (SP-CRC) is the existence of more than one primary colorectal carcinoma (CRC) in a single patient1. This condition differs from metastatic synchronous CRC, in which metastasis is diagnosed at the time of the primary tumor [2]. SP-CRC is estimated to account for 3.5% of all CRCs [1]. SP-CRC is more common in men and is associated to predisposing conditions, such as inflammatory bowel disease, hereditary nonpolyposis CRC (Lynch Syndrome), and familial adenomatous polyposis [1]. The prognosis of SP-CRC is unknown [3, 4, 5]. Compared with solitary CRC, SP-CRC is more often associated with right-sided tumors, mucinous histology, and precursor sessile serrated adenoma (SSA). Molecularly, SP-CRC is linked to high microsatellite instability (MSI-H) and concurrent BRAF gene mutations [4], although these relationships are controversial [3]. Mutations in KRAS are well-established negative predictors of the response to anti-EFGR therapies in the treatment of metastatic CRC [6]. KRAS mutations are observed in 35% to 40% of CRCs and arise more often in codons 12 (80%) and 13 (15%) of exon 2 [7, 8, 9] and to a lesser extent in codons 61, 117, and 146 [7, 8, 9]. Unsual KRAS mutations affecting more than 1 codon and insertions have also been reported [10, 11]. Recent studies have shown that CRC patients with tumors that harbor NRAS gene mutations also have poorer response rates to EGFR inhibitors compared with those with wild-type NRAS [12]. NRAS mutations, present in approximately 5% of CRC tumors, are less frequent than KRAS mutations [13] and also developed most often in codons 61, 12, and 13. Concomitant mutations in KRAS and NRAS are a rare finding [12]. Thus, testing for KRAS and NRAS mutations is necessary before anti-EGFR therapies are initiated in CRC patients [12, 14, 15]. Concerns have been raised since the KRAS mutation testing recommendations were issued regarding the ideal tissue that should be examined. The concordance of KRAS status between primary and metastatic CRC tissue in the same patient varies significantly, with heterogeneity ranging from 0% to 31% but tending to be low [16]. Studies that compared CRC biopsies before and after neoadjuvant therapy did not report any differences regarding KRAS status [17, 18, 19], nor did studies that compared biopsy and resection specimens in CRC [20, 21, 22]. As a result, an issue has arisen regarding patients with more than one primary lesion: should RAS mutations be tested in both lesions? In the daily routine of a molecular pathology laboratory, facing that situation is not unusual, especially for those that perform high-volume RAS mutation testing. The aim of this study was to analyze KRAS and NRAS mutational status in both lesions of SP-CRC patients as well as the metastatic tissue and determine the necessity of testing for both lesions in order to provide more precise information for supporting clinical decision.

RESULTS

Clinical and pathological data

We retrieved 8 cases with SP-CRC from our molecular pathology laboratory records. The 8-patient series comprised 5 males (62.5%) and 3 females (37.5%), and the mean age was 71.5 years. All patients presented with 2 synchronous invasive CRC lesions at the time of the surgical resection (7 patients) or biopsy (1 patient). Five patients show lymph node (LN) metastasis, 4 of whom had additional systemic metastasis (patient 1-liver, pleural and abdominal; patient 2-lung and brain; patient 5-lung; and patient 8-liver). See Table 1 for their clinical and pathological data.
Table 1

Clinicopathological data, mismatch repair protein and RAS status of Synchronous primary Colorectal Carcinomas

PatientAgeGenderTU locationTU sizeStageIHQ MMR LossRAS StatusMetastasisOther information
163MR (asc)5,0 cmT3Not testedKRAS c.34G>A (p.G12S)Reg Ascending LN & metachr Liver: KRAS c.34G>A (p.G12S)None
L (desc)2,5 cmT3Not testedKRAS c.35G>A (p.G12D)
274MNS5,8 cmT3No lossKRAS c.35G>A (p.G12D)Paraaortic LN & metachr Brain & metachr Lung: KRAS c.35G>ANone
NS2,9 cmT2MLH-1/PMS2Wild type
383FR (asc)2,8 cmT2MLH-1/PMS2Wild-typeReg LN WTNone
R (asc)1,2 cmT1MLH-1/PMS2Wild type
483MR (cecum)10,0 cmT3MLH-1/PMS2KRAS c.35G>T (p.G12V)Reg LN WTMultiple CBC, RCC
R (trans)3,7 cmT1MLH-1/PMS2Wild type
579ML (desc)3,5 cmT3No lossKRAS c.35G>A (p.G12D)Synchr lung WTProstate Cancer
L (desc)3,0 cmT3No lossWild type
664FR (transv)2,5 cmT3MSH2/MSH6Wild-typeNoneHNPCC with Kidney and Bladder Cancer
R (transv)1,6 cmT1MSH2/MSH6KRAS c.38G>A (p.G13D)
763FR (asc)BiopsyNANAKRAS c.35G>T (p.G12V)liver (clinicaly)None
R (transv)BiopsyNANAKRAS c.35G>T (p.G12V)
869ML (desc)5,5 cmT3NANRAS c.182A>T (p.Q61L)Reg LN & synchr liver WTNone
L (desc)4,0 cmT3NAWild type

R= right sided, L= left sided, LN= lymph node, &= and; Stage=TNM; Tumor size = greatest diameter; IHQ= immunohistochemistry; MMR= Mismatch Repair Protein;

CBC= basal cell carcinoma of the skin, RCC= renal cell carcinoma, NA= not tested; WT= Wild Type for KRAS and NRAS; ASC= ascending; DESC= descending; TRANSV= transverser; NS= not specified; TU= tumor; REG= regional; SYNCHR= synchronous metastasis; METACHR= metachronous metastasis

R= right sided, L= left sided, LN= lymph node, &= and; Stage=TNM; Tumor size = greatest diameter; IHQ= immunohistochemistry; MMR= Mismatch Repair Protein; CBC= basal cell carcinoma of the skin, RCC= renal cell carcinoma, NA= not tested; WT= Wild Type for KRAS and NRAS; ASC= ascending; DESC= descending; TRANSV= transverser; NS= not specified; TU= tumor; REG= regional; SYNCHR= synchronous metastasis; METACHR= metachronous metastasis

Molecular pathology: KRAS mutational analysis of synchronous carcinomas

Of the 16 primary tumor samples in the 8 patients, 7 had wild-type RAS and 9 had mutated RAS samples. KRAS mutation was the most frequent (8 of 9 mutations, 88%). KRAS codon 12 was the most frequently mutated codon (7 of 9 mutated samples, 77%). Three mutations were noted: 3 cases of c.35G>A in KRAS codon 12 (p.G12D), 3 cases of c.35G>T (p.G12V) in KRAS codon 12, and 1 case of c.34G>A (p.G12S). A KRAS mutation in codon 13 (c.38G>A [p.G13D]) was observed in 1 patient, and a NRAS mutation in codon 61 (c.182A>T [p.Q61L]) detected in 1 patient. There were no mutations in KRAS codons 61, 117, or 146 or in NRAS codons 12, 13, 117, or 146. RAS mutations were conflicting in 6 (75%) of the 8 SP-CRC patients analyzed in this study. Conflicts were regarding RAS status and RAS mutation type. Five patients (83% and 62.5% of the heterogeneous or whole study group, respectively) (patients 2, 4, 5, 6, and 8) had 1 lesion with wild-type (WT) RAS and 1 lesion with mutated RAS; both lesions in the remaining patient (patient 1) harbored a mutation in KRAS codon 12 c.35G>A (p.G12D) and c.34G>A (p.G12S), respectively. Of the 2 cases that showed no heterogeneity with regard to RAS mutation between both primary CRC lesions, patient 3 had WT RAS in both lesions, and patient 7 had the c.35G>T KRAS mutation in both lesions. Seven of the 8 patients had LN or systemic metastasis. We noted several profiles of LN and systemic metastatic tissue in patients with heterogeneous RAS mutation status in the primary lesions. Of the 4 metastatic cases with both WT and mutated RAS status, 3 (75%) (patients 4, 5, and 8) and 1 (25%) (patient 2) resulted in the metastatic tissue RAS WT and mutated, respectively. In the patient with disparate RAS mutations in the primary lesions (patient 1), both the LN and liver metastases had the same KRAS c.34G>A (p.G12S) mutation. See Table 1 for RAS mutational data.

DISCUSSION

In this study, we evaluated the RAS mutational status of both lesions in 8 patients with SP-CRC and found that RAS mutations are commonly heterogeneous between SP-CRC lesions. The rate of heterogeneity between lesions was 75% with regard to RAS mutational status and type. Although some studies have indicated that specific KRAS mutations respond to EGFR inhibitors [24], specially p.G13D, RAS-mutated tumors generally fail to respond to anti-EGFR treatment, regardless of the nucleotide substitution. If we consider only cases with heterogeneity in RAS mutational status (WT and mutated), 62.5% of SP-CRC cases showed clinically relevant heterogeneity of RAS mutational status between primary tumors. Previous studies have reported molecular heterogeneity of both lesions in SP-CRC. Eguchi and colleagues [25] analyzed p53 mutations in both lesions of 16 SP-CRC and found that 7 patients harbored a p53 mutation in only 1 lesion. In 9 patients, both lesions were mutated, but the mutations always differed between lesions from the same patient. Thus, regarding the p53 mutational status in SP-CRC, the authors found no concordance in p53 mutation status between lesions, suggesting that the synchronous tumors had a multicentric, not monoclonal, origin. Another group [5] showed that the pattern of CpG island methylation was concordant in synchronous cancer pairs in the same location in the colon (proximal-proximal) and colorectum (distal-distal) but not in tumor pairs in differing locations (eg, 1 proximal cancer and 1 distal cancer). Previous studies have reported a significant percentage of discordance in KRAS mutational status between both lesions in SP-CRC. Balschun et al. studied 20 patients with SP-CRC for mutations in KRAS, NRAS, PIK3CA, and BRAF. KRAS mutations were discordant between synchronous lesions in 6 patients: 3 patients had mutated versus wild-type KRAS, and 3 patients had disparate mutation types in the synchronous lesions. NRAS status was heterogeneous in 1 patient with 4 primary lesions, only 2 of which harbored an NRAS mutation. They also tested the metastatic tissue and reported the ability to predict the origin of a metastasis by comparing the type of mutation between primary lesions [26]. Ogino et al. analyzed 6 SP-CRC patients regarding MSI, KRAS and BRAF status, and successful sequenced KRAS gene of 5 pairs of lesions. They found 3 out of 5 pairs to be discordant with regard to KRAS mutation (60%). Two cases showed discordance regarding KRAS status (WT versus mutated) and one case showed different types of mutation between paired lesions. Metastatic tissue was not tested. Further, they noted discordance for BRAF mutation status between paired lesions (p.V600E and WT status) and MSI status in 1 patient [27]. Konishi et al. evaluated 27 synchronous CRC cases and found 10 patients with discordance regarding KRAS mutational status (wild-type versus mutated). The authors did not report any data regarding the type of mutation, thus, the discordance rate might be underestimated if we consider the possibility that KRAS mutation type differed between lesions [28]. Bae et al. studied 98 lesions from 46 patients with SP-CRC and showed that KRAS mutation rates did not differ statistically between synchronous and solitary CRC, and also stated that KRAS and BRAF mutation status were not concordant in either of the synchronous pairs [29]. Koness et al. compared KRAS mutations in 15 SP-CRC patients and found 7 cases with differences in KRAS mutational status between paired tumors but did not show data regarding the type of mutation. Of the 8 cases with similar KRAS status, 1 had a mutation in both lesions [30]. One group [31] compared RAS, BRAF, PIK3CA, and TP53 status between 84 pairs of primary CRC and liver metastases and found a concordant rate of 97.6%, 98.8%, and 92.8% for RAS/BRAF, PIK3CA, and TP53, respectively. Regarding the 2 discordant KRAS mutation cases, 1 case was actually SP-CRC operated in different times with liver metastasis, and the second case was a patient with mucinous CRC and nonmucinous liver metastasis, with no additional clinical information, which were demonstrated to have developed from different primary lesions. Collectively, our data and those of previous studies have shown that KRAS and NRAS mutations vary widely between SP-CRC lesions and that the status of the corresponding metastasis is unpredictable. Testing for KRAS mutation in only 1 of the primary lesions in SP-CRC might yield an incomplete profile on KRAS and NRAS mutation status and can misguide the clinical decision with regard to anti-EGFR treatment. The best approach to guide anti-EGFR treatment decision in SP-CRC with metastatic disease would be to test the metastatic tissue for KRAS and NRAS mutations, because it is not possible to be certain which primary SP-CRC lesion led to the metastasis without any additional study. In clinical scenarios of impossibility in obtaining the metastatic tissue, or if patients present with multiple metastases and examining all metastatic sites is not suitable, or for SP-CRC cases in a routine molecular pathology laboratory with no additional clinical information, both primary lesions should be tested.

MATERIAL AND METHODS

Study population and histopathological features

Study participants were drawn from an institutional database between 2009 and 2014 and comprised patients of both genders and of all ages with a diagnosis of SP-CRC who were operated or biopsied on at AC Camargo Cancer Center, São Paulo, Brazil, and those who were being followed at our institution after tumor resection by an outside service and had their slides reviwed by our service. The SP-CRC cases in this study had invasive CRC lesions in the same surgical specimen. Pathological data were retrieved from the surgical pathology reports. The tumors were staged per the TNM, 7th edition [23].

Tissue samples and DNA isolation

Five 5-μm sections from formalin-fixed paraffin-embedded tissue (FFPET) blocks of 1 tumor area of both invasive adenocarcinomas and the metastatic tissue were obtained from the paraffin block. Posterior deparaffinization was performed, and tumor samples were obtained by scraping the neoplastic tissue from the glass slide (macrodissection). The representative tumor area of each case was selected by experienced pathologist, and the minimum of 30% of tumor cell in each selected area was necessary to consider a case suitable for DNA extraction. Genomic DNA was isolated using the QIAamp Kit (Qiagen).

KRAS and NRAS mutation analysis

KRAS and NRAS mutations were analyzed in 1 area of both lesions in SP-CRC patients, as well as in the LNs and systemic metastatic lesions. First, KRAS codons 12 and 13 were tested, and if they were wild-type, mutations in KRAS codon 61 and NRAS codons 12, 13, and 61 were examined. If the sample remained wild-type for the tested codons, then, KRAS and NRAS codons 117 and 146 were analyzed. Mutations were evaluated by pyrosequencing per the manufacturer's instructions [KRAS PyroMarkTM Q24 kit, NRAS Pyro Kit, RAS extension KIT (Qiagen)]. Ten microliters of biotinylated PCR product was conjugated to streptavidin-sepharose beads (GE Healthcare) per a standard protocol for single-strand preparation. Pyrosequencing was performed using the PyroMarkTM Gold Q24 reagent kit (Qiagen). A cutoff value of 5% was used to define a case as positive.
  30 in total

1.  Relationship of Ki-ras mutations in colon cancers to tumor location, stage, and survival: a population-based study.

Authors:  W S Samowitz; K Curtin; D Schaffer; M Robertson; M Leppert; M L Slattery
Journal:  Cancer Epidemiol Biomarkers Prev       Date:  2000-11       Impact factor: 4.254

2.  Does neoadjuvant therapy alter KRAS and/or MSI results in rectal adenocarcinoma testing?

Authors:  Sarah L Ondrejka; David F Schaeffer; Maureen A Jakubowski; David A Owen; Mary P Bronner
Journal:  Am J Surg Pathol       Date:  2011-09       Impact factor: 6.394

3.  KRAS, NRAS, PIK3CA exon 20, and BRAF genotypes in synchronous and metachronous primary colorectal cancers diagnostic and therapeutic implications.

Authors:  Katharina Balschun; Jochen Haag; Ann-Kathrin Wenke; Witigo von Schönfels; Nicolas T Schwarz; Christoph Röcken
Journal:  J Mol Diagn       Date:  2011-05-04       Impact factor: 5.568

Review 4.  Multiple mutations in the Kras gene in colorectal cancer: review of the literature with two case reports.

Authors:  Mariana Petaccia Macedo; Louise De Brot Andrade; Renata Coudry; Rodrigo Crespo; Marina Gomes; Bianca Cristina Garcia Lisboa; Samuel Aguiar; Fernando Augusto Soares; Dirce Maria Carraro; Isabela Werneck Cunha
Journal:  Int J Colorectal Dis       Date:  2011-05-21       Impact factor: 2.571

5.  Clinicopathologic features of synchronous colorectal carcinoma: A distinct subset arising from multiple sessile serrated adenomas and associated with high levels of microsatellite instability and favorable prognosis.

Authors:  Huankai Hu; Daniel T Chang; Marina N Nikiforova; Shih-Fan Kuan; Reetesh K Pai
Journal:  Am J Surg Pathol       Date:  2013-11       Impact factor: 6.394

6.  KRAS mutational status of endoscopic biopsies matches resection specimens.

Authors:  Qing-Hua Yang; Jason Schmidt; Genvieve Soucy; Robert Odze; Liza Dejesa-Jamanila; Keely Arnold; Christine Kuslich; Richard Lash
Journal:  J Clin Pathol       Date:  2012-03-29       Impact factor: 3.411

7.  Epigenetic profiling of synchronous colorectal neoplasias by quantitative DNA methylation analysis.

Authors:  Shuji Ogino; Mohan Brahmandam; Takako Kawasaki; Gregory J Kirkner; Massimo Loda; Charles S Fuchs
Journal:  Mod Pathol       Date:  2006-05-12       Impact factor: 7.842

8.  Influence of KRAS mutation status in metachronous and synchronous metastatic colorectal adenocarcinoma.

Authors:  Jeffrey S Rose; Derek S Serna; Ludmila Katherine Martin; Xiaobai Li; Lynn M Weatherby; Sherif Abdel-Misih; Weiqiang Zhao; Tanios Bekaii-Saab
Journal:  Cancer       Date:  2012-06-06       Impact factor: 6.860

9.  Concordant DNA methylation in synchronous colorectal carcinomas.

Authors:  Kazuo Konishi; Lanlan Shen; Jaroslav Jelinek; Yoshiyuki Watanabe; Saira Ahmed; Kazuhiro Kaneko; Mari Kogo; Toshihumi Takano; Michio Imawari; Stanley R Hamilton; Jean-Pierre J Issa
Journal:  Cancer Prev Res (Phila)       Date:  2009-09-08

Review 10.  American Society of Clinical Oncology provisional clinical opinion: testing for KRAS gene mutations in patients with metastatic colorectal carcinoma to predict response to anti-epidermal growth factor receptor monoclonal antibody therapy.

Authors:  Carmen J Allegra; J Milburn Jessup; Mark R Somerfield; Stanley R Hamilton; Elizabeth H Hammond; Daniel F Hayes; Pamela K McAllister; Roscoe F Morton; Richard L Schilsky
Journal:  J Clin Oncol       Date:  2009-02-02       Impact factor: 44.544

View more
  9 in total

Review 1.  Colorectal cancer: genetic abnormalities, tumor progression, tumor heterogeneity, clonal evolution and tumor-initiating cells.

Authors:  Ugo Testa; Elvira Pelosi; Germana Castelli
Journal:  Med Sci (Basel)       Date:  2018-04-13

2.  Redefining synchronous colorectal cancers based on tumor clonality.

Authors:  José Perea; Juan L García; Luis Corchete; Eva Lumbreras; María Arriba; Daniel Rueda; Sandra Tapial; Jessica Pérez; Victoria Vieiro; Yolanda Rodríguez; Lorena Brandáriz; Mariano García-Arranz; Damián García-Olmo; Ajay Goel; Miguel Urioste; Rogelio González Sarmiento
Journal:  Int J Cancer       Date:  2018-10-16       Impact factor: 7.396

3.  KRAS mutation status is highly homogeneous between areas of the primary tumor and the corresponding metastasis of colorectal adenocarcinomas: one less problem in patient care.

Authors:  Mariana Petaccia de Macedo; Fernanda M Melo; Heber Salvador C Ribeiro; Marcio C Marques; Luciane T Kagohara; Maria Dirlei Begnami; Julio C Neto; Júlia S Ribeiro; Fernando A Soares; Dirce M Carraro; Isabela W Cunha
Journal:  Am J Cancer Res       Date:  2017-09-01       Impact factor: 6.166

4.  Exome and immune cell score analyses reveal great variation within synchronous primary colorectal cancers.

Authors:  Ulrika A Hänninen; Erkki-Ville Wirta; Riku Katainen; Tomas Tanskanen; Jiri Hamberg; Minna Taipale; Jan Böhm; Laura Renkonen-Sinisalo; Anna Lepistö; Linda M Forsström; Esa Pitkänen; Kimmo Palin; Toni T Seppälä; Netta Mäkinen; Jukka-Pekka Mecklin; Lauri A Aaltonen
Journal:  Br J Cancer       Date:  2019-03-21       Impact factor: 7.640

5.  RAS and BRAF mutations in cell-free DNA are predictive for outcome of cetuximab monotherapy in patients with tissue-tested RAS wild-type advanced colorectal cancer.

Authors:  Erik J van Helden; Lindsay Angus; C Willemien Menke-van der Houven van Oordt; Daniëlle A M Heideman; Eline Boon; Suzanne C van Es; Sandra A Radema; Carla M L van Herpen; Derk Jan A de Groot; Elisabeth G E de Vries; Maurice P H M Jansen; Stefan Sleijfer; Henk M W Verheul
Journal:  Mol Oncol       Date:  2019-09-30       Impact factor: 6.603

6.  IMPACT OF KRAS MUTATIONS IN CLINICAL FEATURES IN COLORECTAL CANCER.

Authors:  Renato Morato Zanatto; Gianni Santos; Júnea Caris Oliveira; Eduardo Marcucci Pracucho; Adauto José Ferreira Nunes; Gaspar Jesus Lopes-Filho; Sarhan Sydney Saad
Journal:  Arq Bras Cir Dig       Date:  2020-12-16

7.  Prognostic Worth of Epidermal Growth Factor Receptor (EGFR) in Patients with Head and Neck Tumors.

Authors:  Precious Barnes; F A Yeboah; Jinling Zhu; Roland Osei Saahene; Christian Obirikorang; Michael Buenor Adinortey; Benjamin Amoani; Foster Kyei; Patrick Akakpo; Yaw Asante Awuku
Journal:  J Cancer Epidemiol       Date:  2020-11-12

8.  Concomitant KRAS mutations attenuate sensitivity of non-small cell lung cancer cells to KRAS G12C inhibition.

Authors:  Tereza Vaclova; Atanu Chakraborty; James Sherwood; Sarah Ross; Danielle Carroll; J Carl Barrett; Julian Downward; Elza C de Bruin
Journal:  Sci Rep       Date:  2022-02-17       Impact factor: 4.379

9.  Patients with genetically heterogeneous synchronous colorectal cancer carry rare damaging germline mutations in immune-related genes.

Authors:  Matteo Cereda; Gennaro Gambardella; Lorena Benedetti; Fabio Iannelli; Dominic Patel; Gianluca Basso; Rosalinda F Guerra; Thanos P Mourikis; Ignazio Puccio; Shruti Sinha; Luigi Laghi; Jo Spencer; Manuel Rodriguez-Justo; Francesca D Ciccarelli
Journal:  Nat Commun       Date:  2016-07-05       Impact factor: 14.919

  9 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.