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Abstract
Colon cancer (CC) therapies have improved patient outcomes significantly over the last decades in both the adjuvant and metastatic settings. With the introduction of a number of novel agents, both traditional chemotherapies and biologically targeted agents, the need to identify subgroups that are likely and not likely to respond to a particular treatment regimen is paramount. This will allow patients who are likely to benefit to receive optimal care, while sparing those unlikely to benefit from unnecessary toxicity and cost. With the identification of several novel biomarkers and a variety of technologies to interrogate the genome, we already are able to rapidly study patient tumor or blood samples and normal tissues to generate a large dataset of aberrations within the cancer. How to digest this complex information to obtain accurate, reliable, and meaningful results that will allow us to provide truly personalized care for CC patients is just starting to be addressed. In this article, we briefly review the history of CC treatment, with an emphasis on current clinical standards that incorporate a "personalized medicine" approach. We then review strategies that will potentially improve our ability to individualize therapy in the future.
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202
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Lin JS, Webber EM, Senger CA, Holmes RS, Whitlock EP. Systematic review of pharmacogenetic testing for predicting clinical benefit to anti-EGFR therapy in metastatic colorectal cancer. Am J Cancer Res 2011; 1:650-62. [PMID: 21779535 PMCID: PMC3139487] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2011] [Accepted: 05/01/2011] [Indexed: 05/31/2023] Open
Abstract
Pharmacogenetic testing can help identify patients with metastatic colorectal cancer more likely to respond to anti-EGFR therapy. We systematically reviewed the benefits and harms of EGFR-related pharmacogenetic testing of molecular targets downstream to KRAS in the treatment of metastatic colorectal cancer. We searched five electronic databases from January 2000 through November 2010, and conducted separate grey literature and conference abstracts searches. Two reviewers independently assessed all articles for relevance and quality. We identified 27 studies, primarily fair- to marginal-quality, small retrospective, and single-arm cohort studies with significant overlap in patient populations. We identified seven studies that studied BRAF in independent patient populations, one that studied NRAS, four that studied PIK3CA, eight that studied PTEN expression, and five that studied AKT expression. The best evidence for BRAF, NRAS, and PIK3CA comes from the largest retrospective study (n=649) of chemorefractory patients from seven European countries. In this study, BRAF mutation was present in 6.5% of KRAS wild-type tumors. Only 8.3% of persons with BRAF mutations, compared to 38% of persons without BRAF mutations (p=0.0012), responded to chemotherapy with cetuximab. Clinical sensitivity and the false positive fraction (1- specificity) were estimated at 9.8% (95% CI 6.3, 14.5) and 1.6% (95% CI 0.2, 5.6), respectively. BRAF mutation was also associated with worse median progression-free survival (absolute difference 18 weeks, p<0.0001), and overall survival (absolute difference 28 weeks, p<0.0001). In the only study comparing outcomes in persons who did (n=227) and did not (n=332) receive cetuximab with combination chemotherapy, those with BRAF mutation had worse survival outcomes regardless of whether or not they received cetuximab. Although NRAS and PIK3CA exon 20 mutations were also associated with worse outcomes compared to persons without these mutations, evidence is based on a small number of identified mutations. Evidence for protein expression of PTEN and AKT is more sparse and limited by variable methods for assessing protein expression. Low-quality evidence addressing clinical validity of pharmacogenetic testing in metastatic colorectal cancer patients suggests that BRAF mutations are associated with poorer treatment response and survival outcomes, although this association may be independent of treatment with EGFR inhibitors.
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Affiliation(s)
- Jennifer S Lin
- Center for Health Research, Kaiser Permanente Northwest, Portland, Oregon, 3800 North Interstate Avenue, Portland, OR 97227
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203
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Tie J, Gibbs P, Lipton L, Christie M, Jorissen RN, Burgess AW, Croxford M, Jones I, Langland R, Kosmider S, McKay D, Bollag G, Nolop K, Sieber OM, Desai J. Optimizing targeted therapeutic development: analysis of a colorectal cancer patient population with the BRAF(V600E) mutation. Int J Cancer 2011; 128:2075-84. [PMID: 20635392 DOI: 10.1002/ijc.25555] [Citation(s) in RCA: 179] [Impact Index Per Article: 13.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
BRAF(V600E) mutations are found in 10% of colorectal cancers (CRCs). The low frequency of this mutation therefore makes it a challenging target for drug development, unless subsets of patients with higher rates of BRAF(V600E) can be defined. Knowledge of the concordance between primary-metastasis pairs and the impact of BRAF(V600E) on outcome would also assist in optimal drug development. We selected primary CRCs from 525 patients (stages I-IV) evenly matched for age (<70 and ≥70), gender and tumor location (right, left and rectum), and 81 primary-metastasis pairs. BRAF(V600E), KRAS mutation and microsatellite instability (MSI) were determined and correlated with clinical features and patient outcomes. In multivariate analyses, increasing patient age (p = 0.04), female gender (p = 0.0005) and right-sided tumor location (p < 0.0001) were independently associated with BRAF(V600E). The prevalence of BRAF(V600E) was considerably higher in older (age > 70) females with KRAS wild-type right-sided colon cancers (50%) compared to the unselected cohort (10%). BRAF(V600E) was associated with inferior overall survival in metastatic CRC (HR = 2.02; 95% CI 1.26-3.26), particularly evident in patients treated with chemotherapy, and is independent of MSI status. BRAF status was concordant in all primary tumors and matched metastases (79 wild-type pairs and two mutant pairs). Clinicopathological and molecular features can identify CRC patients with a higher prevalence of BRAF(V600E). Patients with BRAF(V600E) wild-type primary tumor do not appear to acquire the mutation in their metastases, and BRAF(V600E) is associated with poorer outcomes in metastatic patients. Our findings are timely and will help inform the rational development of BRAF(V600E) inhibitors in CRC.
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Affiliation(s)
- Jeanne Tie
- Ludwig Colon Cancer Initiative Laboratory, Ludwig Institute for Cancer Research, Melbourne, Australia
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204
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De Mattos-Arruda L, Dienstmann R, Tabernero J. Development of molecular biomarkers in individualized treatment of colorectal cancer. Clin Colorectal Cancer 2011; 10:279-89. [PMID: 21729679 DOI: 10.1016/j.clcc.2011.03.030] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2011] [Revised: 03/11/2011] [Accepted: 03/15/2011] [Indexed: 12/13/2022]
Abstract
Colorectal cancer is a leading cause of cancer mortality despite recent expansion of treatment options in metastatic colorectal cancer (mCRC). Our knowledge about key signaling pathways in colorectal tumors has contributed to the identification of specific molecular markers of response to targeted agents. In this review we discuss well-established and potential predictive biomarkers of benefit with epidermal growth factor receptor (EGFR) inhibitors. Data derived from multiple phase III trials have indicated that KRAS mutations can be considered a highly specific negative biomarker of response to anti-EGFR monoclonal antibodies. Other molecular aberrations in pathways downstream of EGFR such as BRAF, NRAS, and PIK3CA mutations, and PTEN loss are also reviewed. Moreover biomarkers of efficacy to classic chemotherapeutic agents as well as recent advances regarding high-throughput technologies and circulating tumor cells are also considered. Personalized cancer medicine in the mCRC scenario seems to be near reality, but validation of many biomarkers in prospective clinical trials is urgently warranted.
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Affiliation(s)
- Leticia De Mattos-Arruda
- Medical Oncology Department, Vall d'Hebron University Hospital, Universitat Autònoma de Barcelona, Barcelona, Spain
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205
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Su H, Hu N, Yang HH, Wang C, Takikita M, Wang QH, Giffen C, Clifford R, Hewitt SM, Shou JZ, Goldstein AM, Lee MP, Taylor PR, Kaempgen E, Van Gool SW, Helms W, Keegan P, Pazdur R. Global gene expression profiling and validation in esophageal squamous cell carcinoma and its association with clinical phenotypes. Clin Cancer Res 2011. [PMID: 29950348 DOI: 10.1158/1078-0432] [Citation(s) in RCA: 402] [Impact Index Per Article: 30.9] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
PURPOSE Esophageal squamous cell carcinoma (ESCC) is an aggressive tumor with poor prognosis. Understanding molecular changes in ESCC will enable identification of molecular subtypes and provide potential targets for early detection and therapy. EXPERIMENTAL DESIGN We followed up a previous array study with additional discovery and confirmatory studies in new ESCC cases by using alternative methods. We profiled global gene expression for discovery and confirmation, and validated selected dysregulated genes with additional RNA and protein studies. RESULTS A total of 159 genes showed differences with extreme statistical significance (P < E-15) and 2-fold differences or more in magnitude (tumor/normal RNA expression ratio, N = 53 cases), including 116 upregulated and 43 downregulated genes. Of 41 genes dysregulated in our prior array study, all but one showed the same fold change directional pattern in new array studies, including 29 with 2-fold changes or more. Alternative RNA expression methods validated array results: more than two thirds of 51 new cases examined by real-time PCR (RT-PCR) showed 2-fold differences or more for all seven genes assessed. Immunohistochemical protein expression results in 275 cases which were concordant with RNA for five of six genes. CONCLUSION We identified an expanded panel of genes dysregulated in ESCC and confirmed previously identified differentially expressed genes. Microarray-based gene expression results were confirmed by RT-PCR and protein expression studies. These dysregulated genes will facilitate molecular categorization of tumor subtypes and identification of their risk factors, and serve as potential targets for early detection, outcome prediction, and therapy.
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Affiliation(s)
- Hua Su
- Genetic Epidemiology Branch, DCEG, National Cancer Institute, NIH, Bethesda, MD 20892, USA
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | - Whitney Helms
- Office of Hematology and Oncology Products, Office of New Drugs, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Patricia Keegan
- Office of Hematology and Oncology Products, Office of New Drugs, U.S. Food and Drug Administration, Silver Spring, Maryland
| | - Richard Pazdur
- Office of Biostatistics, Office of Translational Sciences, U.S. Food and Drug Administration, Silver Spring, Maryland
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206
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Lim HY, Toh HC. Biomarkers in Colorectal Cancer. PROCEEDINGS OF SINGAPORE HEALTHCARE 2011. [DOI: 10.1177/201010581102000105] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
Colorectal cancer remains one of the most frequently diagnosed cancers in the developed world. The advent of new therapeutic agents has further expanded our treatment options. Epidermal growth factor receptor (EGFR) inhibitors have been shown to improve survival in metastatic cancer. However, there remain a substantial proportion of patients who do not benefit from this treatment. KRAS mutation status has been validated to predict the response to EGFR inhibitors with mutant status predicting non-responders. The validation of other predictive and prognostic markers will result in further optimization of the care plan for patient with colorectal cancer; maximising benefits while minimising toxicities. This article aims to provide an update of the various molecular markers for use in detection, prognostication and predicting responses in colon cancer.
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Affiliation(s)
- Hwee Yong Lim
- Department of Medical Oncology, National Cancer Centre Singapore
| | - Han Chong Toh
- Department of Medical Oncology, National Cancer Centre Singapore
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207
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PI3K signaling pathway is activated by PIK3CA mRNA overexpression and copy gain in prostate tumors, but PIK3CA, BRAF, KRAS and AKT1 mutations are infrequent events. Mod Pathol 2011; 24:443-52. [PMID: 21113138 DOI: 10.1038/modpathol.2010.208] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
The phosphatidylinositol 3-kinase (PI3K)-AKT and RAS-MAPK pathways are deregulated in a wide range of human cancers by gain or loss of function in several of their components. Our purpose has been to identify genetic alterations in members of these pathways in prostate cancer. A total of 102 prostate tumors, 79 from prostate cancer alone (group G1) and 23 from bladder and prostate cancer patients (G2), are the subject of this study. In 20 of these 23, the bladder tumors were also analyzed. PIK3CA, KRAS, BRAF and AKT1 mutations were analyzed by direct sequencing, and BRAF also by pyrosequencing. PIK3CA quantitative mRNA expression and fluorescence in situ hybridization (FISH) gains were tested in 25 and 32 prostate tumors from both groups (G1 and G2), respectively. Immunohistochemistry for pAKT was performed in 55 prostate tumors. Of 25 prostate tumors, 10 (40%) had PIK3CA mRNA overexpression that was statistically associated with Gleason score ≥ 7 (P=0.018). PIK3CA copy gain was detected in 9 of 32 (28%) prostate tumors. Of 20 bladder tumors, 3 (15%) displayed mutations in PIK3CA, KRAS and AKT1, the corresponding prostate tumors being wt. We also detected a previously not reported PIK3CA polymorphism (IVS9+91) in two prostate tumors. In all, 56% of prostate tumors overexpressed pAKT. There is a statistical association (P<0.0001) of strong pAKT immunostaining with high Gleason score, and with PIK3CA alterations (mRNA overexpression and/or FISH gains). PIK3CA gene is deregulated by mRNA overexpression and DNA gain in ∼ 40 and 28% of prostate tumors, respectively. High-grade prostate tumors are associated with PIK3CA mRNA overexpression, but not with FISH status. PIK3CA, BRAF, KRAS and AKT1 mutations are very infrequent events in prostate tumors. However, PI3K signaling pathway is activated by PIK3CA FISH gain and/or mRNA overexpression, leading to an increased pAKT protein expression.
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209
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Yokota T, Ura T, Shibata N, Takahari D, Shitara K, Nomura M, Kondo C, Mizota A, Utsunomiya S, Muro K, Yatabe Y. BRAF mutation is a powerful prognostic factor in advanced and recurrent colorectal cancer. Br J Cancer 2011; 104:856-62. [PMID: 21285991 PMCID: PMC3048210 DOI: 10.1038/bjc.2011.19] [Citation(s) in RCA: 307] [Impact Index Per Article: 23.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Background: Activating mutation of KRAS and BRAF are focused on as potential prognostic and predictive biomarkers in patients with colorectal cancer (CRC) treated with anti-EGFR therapies. This study investigated the clinicopathological features and prognostic impact of KRAS/BRAF mutation in advanced and recurrent CRC patients. Method: Patients with advanced and recurrent CRC treated with systemic chemotherapy (n=229) were analysed for KRAS/BRAF genotypes by cycleave PCR. Prognostic factors associated with survival were identified by univariate and multivariate analyses using the Cox proportional hazards model. Results: KRAS and BRAF mutations were present in 34.5% and 6.5% of patients, respectively. BRAF mutated tumours were more likely to develop on the right of the colon, and to be of the poorly differentiated adenocarcinoma or mucinous carcinoma, and peritoneal metastasis. The median overall survival (OS) for BRAF mutation-positive and KRAS 13 mutation-positive patients was 11.0 and 27.7 months, respectively, which was significantly worse than that for patients with wild-type (wt) KRAS and BRAF (40.6 months) (BRAF; HR=4.25, P<0.001, KRAS13; HR=2.03, P=0.024). After adjustment for significant features by multivariate Cox regression analysis, BRAF mutation was associated with poor OS (HR=4.23, P=0.019). Conclusion: Presence of mutated BRAF is one of the most powerful prognostic factors for advanced and recurrent CRC. The KRAS13 mutation showed a trend towards poor OS in patients with advanced and recurrent CRC.
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Affiliation(s)
- T Yokota
- Department of Clinical Oncology, Aichi Cancer Center Hospital, Kanokoden, Chikusa-ku, Nagoya 464-8681, Japan.
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210
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Loupakis F, Cremolini C, Schirripa M, Masi G, Falcone A. Cytotoxic triplets plus a biologic: state-of-the-art in maximizing the potential of up-front medical treatment of metastatic colorectal cancer. Expert Opin Biol Ther 2011; 11:519-31. [DOI: 10.1517/14712598.2011.552882] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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211
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Saridaki Z, Tzardi M, Papadaki C, Sfakianaki M, Pega F, Kalikaki A, Tsakalaki E, Trypaki M, Messaritakis I, Stathopoulos E, Mavroudis D, Georgoulias V, Souglakos J. Impact of KRAS, BRAF, PIK3CA mutations, PTEN, AREG, EREG expression and skin rash in ≥ 2 line cetuximab-based therapy of colorectal cancer patients. PLoS One 2011; 6:e15980. [PMID: 21283802 PMCID: PMC3024325 DOI: 10.1371/journal.pone.0015980] [Citation(s) in RCA: 102] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2010] [Accepted: 12/01/2010] [Indexed: 12/24/2022] Open
Abstract
Background To investigate the predictive significance of KRAS, BRAF, PIK3CA mutational status, AREG- EREG mRNA expression, PTEN protein expression and skin rash in metastatic colorectal cancer (mCRC) patients treated with cetuximab containing salvage chemotherapy. Methods Primary tumors from 112 mCRC patients were analyzed. The worst skin toxicity during treatment was recorded. Results KRAS, BRAF and PIK3CA mutations were present in 37 (33%), 8 (7.2%) and 11 (9.8%) cases, respectively, PTEN was lost in 21 (19.8%) cases, AREG and EREG were overexpressed in 48 (45%) and 51 (49%) cases. In the whole study population, time to tumor progression (TTP) and overall survival (OS) was significantly lower in patients with KRAS (p = 0.001 and p = 0.026, respectively) or BRAF (p = 0.001 and p<0.0001, respectively) mutant tumors, downregulation of AREG (p = 0.018 and p = 0.013, respectively) or EREG (p = 0.002 and p = 0.004, respectively) and grade 0-1 skin rash (p<0.0001 and p<0.0001, respectively). In KRAS wt patients TTP and OS was significantly lower in patients with BRAF (p = 0.0001 and p<0.0001, respectively) mutant tumors, downregulation of AREG (p = 0.021 and p = 0.004, respectively) or EREG (p = 0.0001 and p<0.0001, respectively) and grade 0-1 skin rash (p<0.0001 and p<0.0001, respectively). TTP was significantly lower in patients with PIK3CA mutations (p = 0.01) or lost PTEN (p = 0.002). Multivariate analysis revealed KRAS (Hazard Ratio [HR] 4.3, p<0.0001), BRAF mutation (HR: 5.1, p<0.0001), EREG low expression (HR: 1.6, p = 0.021) and absence of severe/moderate skin rash (HR: 4.0, p<0.0001) as independent prognostic factors for decreased TTP. Similarly, KRAS (HR 2.9, p = 0.01), BRAF mutation (HR: 3.0, p = 0.001), EREG low expression (HR: 1.7, p = 0.021), absecence of severe/moderate skin rash (HR: 3.7, p<0.0001) and the presence of undifferantited tumours (HR: 2.2, p = 0.001) were revealed as independent prognostic factors for decreased OS. Conclusions These results underscore that KRAS-BRAF mutations and EREG expression can be used as biomarkers to further select patients undergoing anti-EGFR treatment.
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Affiliation(s)
- Zacharenia Saridaki
- Laboratory of Tumor Cell Biology, School of Medicine, University of Crete, Heraklion, Crete, Greece
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212
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Prognostic vs predictive molecular biomarkers in colorectal cancer: is KRAS and BRAF wild type status required for anti-EGFR therapy? Cancer Treat Rev 2011; 36 Suppl 3:S56-61. [PMID: 21129611 DOI: 10.1016/s0305-7372(10)70021-9] [Citation(s) in RCA: 76] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
An important molecular target for metastatic CRC treatment is the epidermal growth factor receptor (EGFR). Many potential biomarkers predictive of response to anti-EGFR monoclonal antibodies (cetuximab and panitumumab) have been retrospectively evaluated, including EGFR activation markers and EGFR ligands activation markers. With regard to the "negative predictive factors" responsible for primary or intrinsic resistance to anti-EGFR antibodies a lot of data are now available. Among these, KRAS mutations have emerged as a major predictor of resistance to panitumumab or cetuximab in the clinical setting and several studies of patients receiving first and subsequent lines of treatment have shown that those with tumors carrying KRAS mutations do not respond to EGFR-targeted monoclonal antibodies or show any survival benefit from such treatments. The role of B-RAF mutations, mutually exclusive with KRAS mutations, in predicting resistance to anti-EGFR mAbs is not yet consolidated. It therefore appears that BRAF mutations may play a strong negative prognostic role and only a slight role in resistance to anti-EGFR Abs.
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213
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Sartore-Bianchi A, Bencardino K, Cassingena A, Venturini F, Funaioli C, Cipani T, Amatu A, Pietrogiovanna L, Schiavo R, Di Nicolantonio F, Artale S, Bardelli A, Siena S. Therapeutic implications of resistance to molecular therapies in metastatic colorectal cancer. Cancer Treat Rev 2011; 36 Suppl 3:S1-5. [PMID: 21129603 DOI: 10.1016/s0305-7372(10)70012-8] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
Metastatic colorectal cancer (mCRC) patients carrying KRAS mutated tumors do not benefit from epidermal growth factor receptor (EGFR)-targeted cetuximab- or panitumumab-based therapies. Indeed, the mutational status of KRAS is currently a validated predictive biomarker employed to select mCRC patients for EGFR targeted drugs. When patients fail standard 5-fluorouracil-, oxaliplatin-, irinotecan- and bevacizumab-based therapies, EGFR-targeted salvage therapy can be prescribed only for those individuals with KRAS wild-type cancer. Thus, clinicians are now facing the urgent issue of better understanding the biology of KRAS mutant disease, in order to devise novel effective therapies in such defined genetic setting. In addition to KRAS, recent data point out that BRAF and PIK3CA exon 20 mutations hamper response to EGFR-targeted treatment in mCRC, potentially excluding from treatment also patients with these molecular alterations in their tumor. This review will focus on current knowledge regarding the molecular landscape of mCRC including and beyond KRAS, and will summarize novel rationally-developed combinatorial regimens that are being evaluated in early clinical trials.
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Affiliation(s)
- A Sartore-Bianchi
- The Falck Division of Medical Oncology, Department of Oncology, Ospedale Niguarda Ca'Granda, Piazza Ospedale Maggiore 3, Milan, Italy.
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214
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Tumour gene expression predicts response to cetuximab in patients with KRAS wild-type metastatic colorectal cancer. Br J Cancer 2011; 104:488-95. [PMID: 21206494 PMCID: PMC3049558 DOI: 10.1038/sj.bjc.6606054] [Citation(s) in RCA: 85] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
BACKGROUND Although it is accepted that metastatic colorectal cancers (mCRCs) that carry activating mutations in KRAS are unresponsive to anti-epidermal growth factor receptor (EGFR) monoclonal antibodies, a significant fraction of KRAS wild-type (wt) mCRCs are also unresponsive to anti-EGFR therapy. Genes encoding EGFR ligands amphiregulin (AREG) and epiregulin (EREG) are promising gene expression-based markers but have not been incorporated into a test to dichotomise KRAS wt mCRC patients with respect to sensitivity to anti-EGFR treatment. METHODS We used RT-PCR to test 110 candidate gene expression markers in primary tumours from 144 KRAS wt mCRC patients who received monotherapy with the anti-EGFR antibody cetuximab. Results were correlated with multiple clinical endpoints: disease control, objective response, and progression-free survival (PFS). RESULTS Expression of many of the tested candidate genes, including EREG and AREG, strongly associate with all clinical endpoints. Using multivariate analysis with two-layer five-fold cross-validation, we constructed a four-gene predictive classifier. Strikingly, patients below the classifier cutpoint had PFS and disease control rates similar to those of patients with KRAS mutant mCRC. CONCLUSION Gene expression appears to identify KRAS wt mCRC patients who receive little benefit from cetuximab. It will be important to test this model in an independent validation study.
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215
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Kelley RK, Van Bebber SL, Phillips KA, Venook AP. Personalized medicine and oncology practice guidelines: a case study of contemporary biomarkers in colorectal cancer. J Natl Compr Canc Netw 2011; 9:13-25. [PMID: 21233242 PMCID: PMC3695822 DOI: 10.6004/jnccn.2011.0004] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Predictive and prognostic biomarkers offer a potential means to personalize cancer medicine, although many reach the market-place before they have been validated, and their adoption is often hindered by variable clinical evidence. Because of this variability in supporting evidence, clinical practice guidelines formulated by panels of subspecialty experts may be particularly important in guiding stakeholders' acceptance and use of new personalized medicine biomarker tests and other nascent technologies. This article provides a structured review of the clinical evidence supporting 4 contemporary biomarker tests in colorectal cancer: K-ras and B-raf mutation analyses, mismatch repair protein testing, and the Oncotype DX Colon Cancer Assay. All 4 tests have been evaluated for guideline inclusion by the NCCN Guidelines Panel for Colon Cancer. This case study shows significant variability in the level of clinical evidence associated with these tests. In the cases of B-raf and mismatch repair protein testing, the available evidence is also inconsistent as it pertains to the specific NCCN Guideline recommendation. Based on this uncertainty in the evidence base, the authors conclude that expert clinical judgment, experience, and consensus may be more heavily weighted than published clinical trial data in the evaluation of new personalized medicine biomarker tests. Potential implications of this conclusion and future directions for research are discussed.
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Affiliation(s)
- Robin K Kelley
- Department of Medicine, UCSF Helen Diller Family Comprehensive Cancer Center, San Francisco, California, USA.
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216
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Lea A, Allingham-Hawkins D, Levine S. BRAF p.Val600Glu (V600E) Testing for Assessment of Treatment Options in Metastatic Colorectal Cancer. PLOS CURRENTS 2010; 2:RRN1187. [PMID: 20972475 PMCID: PMC2957244 DOI: 10.1371/currents.rrn1187] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/18/2010] [Indexed: 12/14/2022]
Abstract
Colon and rectal cancer (CRC) are the third most common cancer in the United States and cause approximately 50,000 deaths per year. The anti-epidermal growth factor receptor (EGFR) monoclonal antibodies cetuximab (Erbitux®) and panitumumab (Vectibix®) have been recently introduced to treat CRC. However, the response rate with these agents is low and they are associated with serious adverse effects. Accordingly biomarkers that can predict those patients that will respond to treatment may have clinical utility. The p.Val600Glu sequence variant (often called V600E) in the BRAF gene has been investigated as a biomarker to predict patients that will not respond to treatment with the anti-EGFR monoclonal antibodies.
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217
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Affiliation(s)
- Alberto Bardelli
- Institute for Cancer Research and Treatment, University of Torino Medical School, Candiolo; and Italian Foundation for Cancer Research Institute of Molecular Oncology, Milan, Italy
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218
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Liao W, Liao Y, Zhou JX, Xie J, Chen J, Huang W, Luo R. Gene mutations in epidermal growth factor receptor signaling network and their association with survival in Chinese patients with metastatic colorectal cancers. Anat Rec (Hoboken) 2010; 293:1506-11. [PMID: 20652941 DOI: 10.1002/ar.21202] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Mutations of the KRAS, BRAF, and PIK3CA genes have been reported in colorectal cancer (CRC), associated with resistance to epidermal growth factor receptor (EGFR)-targeted monoclonal antibody therapy. These reports have mainly emanated from Western countries, however, and little is known about the mutation frequencies of these genes and their prognostic value in Asian patients with CRC. In this study, we analyzed the mutation frequencies of these three genes together with EGFR, and their association with overall survival in 61 Chinese patients with metastatic CRC (mCRC). Gene mutations were examined using pyrosequencing. Kaplan-Meier survival analysis and multivariate Cox proportional hazard analysis were used to assess the prognostic significance of mutations of these four genes for patients' survival. We found that the mutations of KRAS, BRAF, PIK3CA, and EGFR were present in 12 (19.7%), 3 (4.9%), 3 (4.9%), and 0 patients, respectively. Kaplan-Meier survival analysis showed that none of these gene mutations correlated significantly with patients' overall survival. Multivariate Cox proportional hazard analysis showed only treatment regimens and age to be independent prognostic factors. Our findings indicate that EGFR signaling network genes are frequently mutated in Chinese mCRC patients, and these gene mutations do not seem to be associated with patients' overall survival.
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Affiliation(s)
- Wangjun Liao
- Department of Oncology, Nanfang Hospital, Southern Medical University, Guangzhou, China
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219
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Abstract
PURPOSE OF REVIEW To discuss when and who should get liver resection, how to get to resection and what treatments are useful in the pre or postoperative setting. RECENT FINDINGS Colorectal cancer is a significant problem worldwide, with 49,000 deaths a year in the United States. Sixty percent of patients with metastatic disease will develop liver metastases, and, therefore, the control of liver metastases is an important issue. Liver resections improve survival for these patients, and thus there has been an enthusiasm for getting patients to a point where liver resection is possible. The appropriate timing for resection and how to treat patients before and after resection are important issues. The main themes that will be covered in this review are as follows: who is resectable; adjunctive surgical techniques that can improve resection; how patients with synchronous disease should be dealt with; whether neoadjuvant therapy is useful or harmful for these patients; and when liver resection is contemplated, what is the best approach - perioperative therapy, adjuvant postresection with either systemic or hepatic arterial infusion along with systemic. In unresectable disease, the question is how best to get the patients to resection. SUMMARY This paper will outline some of the flaws in the studies thus far, and problems for the future including a better definition of which patients are resectable, randomized studies comparing perioperative with postoperative therapy and studies comparing systemic therapy with hepatic arterial infusion along with systemic after resection. It is clear that an interdisciplinary team of surgeons, medical oncologists and radiologists is important to improve results for these patients.
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Wang G, Kelley RK. KRAS mutational analysis for colorectal cancer. Application: pharmacogenomic. PLOS CURRENTS 2010; 2:k/-/-/27yi6810q97hp/1. [PMID: 20877448 PMCID: PMC2940138 DOI: 10.1371/currents.rrn1175] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Accepted: 09/01/2010] [Indexed: 01/29/2023]
Abstract
KRAS mutational analysis is a genetic test used in clinical practice for determining the status of the KRAS gene (wild type or mutant) in tumors from patients with metastatic colorectal cancer (CRC). Persons whose tumors are wild type may respond to therapies cetuximab (Erbitux) or panitumumab (Vectibix).
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Affiliation(s)
- Grace Wang
- Center for Translational and Policy Research on Personalized Medicine (TRANSPERS), University of California, San Francisco, USA
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221
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Ross JS, Torres-Mora J, Wagle N, Jennings TA, Jones DM. Biomarker-based prediction of response to therapy for colorectal cancer: current perspective. Am J Clin Pathol 2010; 134:478-90. [PMID: 20716806 DOI: 10.1309/ajcp2y8ktdpoaorh] [Citation(s) in RCA: 50] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
The diagnosis and management of colorectal cancer (CRC) has been impacted by the discovery and validation of a wide variety of biomarkers designed to facilitate a personalized approach for the treatment of the disease. Recently, CRC has been reclassified based on molecular analyses of various genes and proteins capable of separating morphologic types of tumors into molecular categories. At the same time, a number of new prognostic and predictive single genes and proteins have been discovered that are designed to reflect sensitivity and/or resistance to existing therapies. Multigene predictors have also been developed to predict the risk of relapse for intermediate-stage CRC after completion of surgical extirpation. More recently, a number of biomarkers tested by a variety of methods have been proposed as specific predictors of chemotherapy and radiotherapy response. Other markers have been successfully used to predict toxic effects of standard therapies. In this review, a series of novel biomarkers are considered and compared with standard-of-care markers for their potential use as pharmacogenomic and pharmacogenetic predictors of disease outcome.
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Masi G, Loupakis F, Salvatore L, Fornaro L, Cremolini C, Cupini S, Ciarlo A, Del Monte F, Cortesi E, Amoroso D, Granetto C, Fontanini G, Sensi E, Lupi C, Andreuccetti M, Falcone A. Bevacizumab with FOLFOXIRI (irinotecan, oxaliplatin, fluorouracil, and folinate) as first-line treatment for metastatic colorectal cancer: a phase 2 trial. Lancet Oncol 2010; 11:845-52. [PMID: 20702138 DOI: 10.1016/s1470-2045(10)70175-3] [Citation(s) in RCA: 201] [Impact Index Per Article: 14.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
BACKGROUND The FOLFOXIRI (irinotecan, oxaliplatin, fluorouracil, and folinate) regimen has been shown to be better than FOLFIRI (fluorouracil, folinate, and irinotecan) in a phase 3 trial in patients with metastatic colorectal cancer. Results of various studies have shown that the addition of bevacizumab to chemotherapy increases treatment efficacy. We therefore assessed the safety and activity of the combination of FOLFOXIRI plus bevacizumab in patients with colorectal cancer. METHODS In a phase 2 study, patients (aged 18-75 years) with colorectal cancer, which was judged to be unresectable for metastatic disease, were given the combination of intravenous bevacizumab (5 mg/kg on day 1) and intravenous FOLFOXIRI (irinotecan 165 mg/m(2) on day 1, oxaliplatin 85 mg/m(2) on day 1, folinate 200 mg/m(2) on day 1, and fluorouracil 3200 mg/m(2) for 48 h continuous infusion starting on day 1 and repeated every 2 weeks) as first-line treatment in seven centres in Italy. Induction treatment (FOLFOXIRI and bevacizumab) was administered for a maximum of 6 months, followed by maintenance treatment with bevacizumab (5 mg/kg intravenously on day 1, repeated every 2 weeks). The primary endpoint was progression-free survival (PFS) at 10 months from study entry in the intention-to-treat population. This study has been completed and is registered with ClinicalTrials.gov, number NCT01163396. FINDINGS From July 2, 2007, to April 1, 2008, 57 patients were enrolled; all patients were assessed for safety and efficacy. Median follow-up time was 28.8 months (95% CI 24.9-32.5). PFS at 10 months was 74% (95% CI 62-85). Main grade 3 or 4 adverse events during induction treatment were neutropenia (n=28 [49%], including one case of febrile neutropenia), diarrhoea (n=8 [14%]), stomatitis (n=2 [4%]), neurotoxicity (n=1 [2%]), deep-vein thrombosis (n=4 [7%]), and hypertension (n=6 [11%]). No treatment-related deaths occurred. Six serious adverse events occurred during the induction treatment: febrile neutropenia (n=1 [2%]), grade 3 diarrhoea with dehydration (n=2 [4%]), grade 4 stomatitis (n=1 [2%]), grade 4 hypertension (n=1 [2%]), and fluorouracil-related cardiac ischaemia (n=1 [2%]). The most common grade 3 or 4 adverse events noted in the 37 patients who received maintenance treatment were hypertension (n=5 [14%]) and neurotoxicity (n=3 [8%]). One case of acute myocardial infarction due to coronary thrombosis was noted during the maintenance treatment. INTERPRETATION Bevacizumab can be safely used with FOLFOXIRI without causing unforeseen adverse events. Treatment achieved promising results in terms of PFS. A phase 3 study for the comparison of FOLFOXIRI plus bevacizumab with FOLFIRI plus bevacizumab is in progress. FUNDING Gruppo Oncologico Nord Ovest, ARCO Foundation, and Roche.
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Affiliation(s)
- Gianluca Masi
- Unità Operativa Oncologia Medica Universitaria, Azienda Ospedaliero-Universitaria Pisana, Istituto Toscano Tumori, Pisa, Italy.
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Liao CCL, Ward N, Marsh S, Arulampalam T, Norton JD. Mass spectrometry protein expression profiles in colorectal cancer tissue associated with clinico-pathological features of disease. BMC Cancer 2010; 10:410. [PMID: 20691062 PMCID: PMC2927547 DOI: 10.1186/1471-2407-10-410] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2009] [Accepted: 08/06/2010] [Indexed: 01/06/2023] Open
Abstract
Background Studies of several tumour types have shown that expression profiling of cellular protein extracted from surgical tissue specimens by direct mass spectrometry analysis can accurately discriminate tumour from normal tissue and in some cases can sub-classify disease. We have evaluated the potential value of this approach to classify various clinico-pathological features in colorectal cancer by employing matrix-assisted laser desorption ionisation time of-flight-mass spectrometry (MALDI-TOF MS). Methods Protein extracts from 31 tumour and 33 normal mucosa specimens were purified, subjected to MALDI-Tof MS and then analysed using the 'GenePattern' suite of computational tools (Broad Institute, MIT, USA). Comparative Gene Marker Selection with either a t-test or a signal-to-noise ratio (SNR) test statistic was used to identify and rank differentially expressed marker peaks. The k-nearest neighbours algorithm was used to build classification models either using separate training and test datasets or else by using an iterative, 'leave-one-out' cross-validation method. Results 73 protein peaks in the mass range 1800-16000Da were differentially expressed in tumour verses adjacent normal mucosa tissue (P ≤ 0.01, false discovery rate ≤ 0.05). Unsupervised hierarchical cluster analysis classified most tumour and normal mucosa into distinct cluster groups. Supervised prediction correctly classified the tumour/normal mucosa status of specimens in an independent test spectra dataset with 100% sensitivity and specificity (95% confidence interval: 67.9-99.2%). Supervised prediction using 'leave-one-out' cross validation algorithms for tumour spectra correctly classified 10/13 poorly differentiated and 16/18 well/moderately differentiated tumours (P = < 0.001; receiver-operator characteristics - ROC - error, 0.171); disease recurrence was correctly predicted in 5/6 cases and disease-free survival (median follow-up time, 25 months) was correctly predicted in 22/23 cases (P = < 0.001; ROC error, 0.105). A similar analysis of normal mucosa spectra correctly predicted 11/14 patients with, and 15/19 patients without lymph node involvement (P = 0.001; ROC error, 0.212). Conclusions Protein expression profiling of surgically resected CRC tissue extracts by MALDI-TOF MS has potential value in studies aimed at improved molecular classification of this disease. Further studies, with longer follow-up times and larger patient cohorts, that would permit independent validation of supervised classification models, would be required to confirm the predictive value of tumour spectra for disease recurrence/patient survival.
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Affiliation(s)
- Christopher C L Liao
- Department of Biological Sciences, University of Essex, Wivenhoe Park, Colchester, Essex CO4 3SQ UK
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Yokota T, Shibata N, Ura T, Takahari D, Shitara K, Muro K, Yatabe Y. Cycleave polymerase chain reaction method is practically applicable for V-Ki-ras2 Kirsten rat sarcoma viral oncogene homolog (KRAS)/V-raf murine sarcoma viral oncogene homolog B1 (BRAF) genotyping in colorectal cancer. Transl Res 2010; 156:98-105. [PMID: 20627194 DOI: 10.1016/j.trsl.2010.05.007] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/31/2010] [Revised: 05/22/2010] [Accepted: 05/25/2010] [Indexed: 02/08/2023]
Abstract
Activating V-Ki-ras2 Kirsten rat sarcoma viral oncogene homolog (KRAS) and V-raf murine sarcoma viral oncogene homolog B1 (BRAF) gene mutations are important predictive markers for antiepidermal growth factor receptor chemotherapy in colorectal cancer (CRC). However, a rapid and accurate assay for KRAS/BRAF mutation detection from routine pathological specimens is lacking in clinical practice. We applied the cycleave polymerase chain reaction (PCR) method to routine KRAS/BRAF genotyping of CRC patients at our institution from 2001 to 2009. The accuracy of cycleave PCR genotyping was shown by the high concordance with reverse transcriptase-PCR-coupled direct sequencing. KRAS gene mutations were analyzed successfully from small biopsy or cytology specimens. Although some surgical specimens could not be evaluated by cycleave PCR, corresponding biopsy specimens could be used instead. This PCR failure observed for some biopsy specimens may have been a result of the use of formalin fixation, as overfixation of surgical specimens by formalin impaired PCR amplification. In conclusion, cycleave PCR is practically applicable to KRAS/BRAF genotyping using small amounts of biopsied tumor cells. Care must be taken in the selection of pathological specimens for KRAS/BRAF testing.
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Affiliation(s)
- Tomoya Yokota
- Department of Clinical Oncology, Aichi Cancer Center Hospital, Kanokoden, Chikusa-ku, Nagoya, Japan
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225
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Patil DT, Fraser CR, Plesec TP. KRAS testing and its importance in colorectal cancer. Curr Oncol Rep 2010; 12:160-7. [PMID: 20425075 DOI: 10.1007/s11912-010-0099-y] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Cetuximab and panitumumab are monoclonal antibodies used in the treatment of metastatic colorectal cancer (mCRC) by selectively targeting the epidermal growth factor receptor (EGFR) axis. Studies have shown that mutations in codons 12/13 of exon 2 of the KRAS gene render these therapies ineffective. As a result, the National Comprehensive Cancer Network and American Society of Clinical Oncology recommend KRAS mutation testing in mCRC. Appropriate testing depends on the coordinated efforts of the entire treatment team, including the pathologist, who selects the tumor sample and testing platform as well as interprets and reports results. In addition to describing rationale and methodologies for KRAS mutation testing, the authors also summarize their algorithmic approach and elaborate the potential role of newer molecular biomarkers to predict anti-EGFR resistance in wild-type KRAS tumors.
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Affiliation(s)
- Deepa T Patil
- Department of Anatomic Pathology, Cleveland Clinic, L25, 9500 Euclid Avenue, Cleveland, OH 44195, USA.
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Mancini I, Santucci C, Sestini R, Simi L, Pratesi N, Cianchi F, Valanzano R, Pinzani P, Orlando C. The use of COLD-PCR and high-resolution melting analysis improves the limit of detection of KRAS and BRAF mutations in colorectal cancer. J Mol Diagn 2010; 12:705-11. [PMID: 20616366 DOI: 10.2353/jmoldx.2010.100018] [Citation(s) in RCA: 52] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Fast and reliable tests to detect mutations in human cancers are required to better define clinical samples and orient targeted therapies. KRAS mutations occur in 30-50% of colorectal cancers (CRCs) and represent a marker of clinical resistance to cetuximab therapy. In addition, the BRAF V600E is mutated in about 10% of CRCs, and the development of a specific inhibitor of mutant BRAF kinase has prompted a growing interest in BRAF (V600E) detection. Traditional methods, such as PCR and direct sequencing, do not detect low-level mutations in cancer, resulting in false negative diagnoses. In this study, we designed a protocol to detect mutations of KRAS and BRAF(V600E) in 117 sporadic CRCs based on coamplification at lower denaturation temperature PCR (COLD-PCR) and high-resolution melting (HRM). Using traditional PCR and direct sequencing, we found KRAS mutations in 47 (40%) patients and BRAF(V600E) in 10 (8.5%). The use of COLD-PCR in apparently wild-type samples allowed us to identify 15 newly mutated CRCs (10 for KRAS and 5 for BRAF (V600E)), raising the percentage of mutated CRCs to 48.7% for KRAS and to 12.8% for BRAF (V600E). Therefore, COLD-PCR combined with HRM permits the correct identification of less represented mutations in CRC and better selection of patients eligible for targeted therapies, without requiring expensive and time-consuming procedures.
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Affiliation(s)
- Irene Mancini
- Division of Clinical Biochemistry, University of Florence, Florence, Italy
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De Roock W, Claes B, Bernasconi D, De Schutter J, Biesmans B, Fountzilas G, Kalogeras KT, Kotoula V, Papamichael D, Laurent-Puig P, Penault-Llorca F, Rougier P, Vincenzi B, Santini D, Tonini G, Cappuzzo F, Frattini M, Molinari F, Saletti P, De Dosso S, Martini M, Bardelli A, Siena S, Sartore-Bianchi A, Tabernero J, Macarulla T, Di Fiore F, Gangloff AO, Ciardiello F, Pfeiffer P, Qvortrup C, Hansen TP, Van Cutsem E, Piessevaux H, Lambrechts D, Delorenzi M, Tejpar S. Effects of KRAS, BRAF, NRAS, and PIK3CA mutations on the efficacy of cetuximab plus chemotherapy in chemotherapy-refractory metastatic colorectal cancer: a retrospective consortium analysis. Lancet Oncol 2010; 11:753-62. [PMID: 20619739 DOI: 10.1016/s1470-2045(10)70130-3] [Citation(s) in RCA: 1599] [Impact Index Per Article: 114.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
BACKGROUND Following the discovery that mutant KRAS is associated with resistance to anti-epidermal growth factor receptor (EGFR) antibodies, the tumours of patients with metastatic colorectal cancer are now profiled for seven KRAS mutations before receiving cetuximab or panitumumab. However, most patients with KRAS wild-type tumours still do not respond. We studied the effect of other downstream mutations on the efficacy of cetuximab in, to our knowledge, the largest cohort to date of patients with chemotherapy-refractory metastatic colorectal cancer treated with cetuximab plus chemotherapy in the pre-KRAS selection era. METHODS 1022 tumour DNA samples (73 from fresh-frozen and 949 from formalin-fixed, paraffin-embedded tissue) from patients treated with cetuximab between 2001 and 2008 were gathered from 11 centres in seven European countries. 773 primary tumour samples had sufficient quality DNA and were included in mutation frequency analyses; mass spectrometry genotyping of tumour samples for KRAS, BRAF, NRAS, and PIK3CA was done centrally. We analysed objective response, progression-free survival (PFS), and overall survival in molecularly defined subgroups of the 649 chemotherapy-refractory patients treated with cetuximab plus chemotherapy. FINDINGS 40.0% (299/747) of the tumours harboured a KRAS mutation, 14.5% (108/743) harboured a PIK3CA mutation (of which 68.5% [74/108] were located in exon 9 and 20.4% [22/108] in exon 20), 4.7% (36/761) harboured a BRAF mutation, and 2.6% (17/644) harboured an NRAS mutation. KRAS mutants did not derive benefit compared with wild types, with a response rate of 6.7% (17/253) versus 35.8% (126/352; odds ratio [OR] 0.13, 95% CI 0.07-0.22; p<0.0001), a median PFS of 12 weeks versus 24 weeks (hazard ratio [HR] 1.98, 1.66-2.36; p<0.0001), and a median overall survival of 32 weeks versus 50 weeks (1.75, 1.47-2.09; p<0.0001). In KRAS wild types, carriers of BRAF and NRAS mutations had a significantly lower response rate than did BRAF and NRAS wild types, with a response rate of 8.3% (2/24) in carriers of BRAF mutations versus 38.0% in BRAF wild types (124/326; OR 0.15, 95% CI 0.02-0.51; p=0.0012); and 7.7% (1/13) in carriers of NRAS mutations versus 38.1% in NRAS wild types (110/289; OR 0.14, 0.007-0.70; p=0.013). PIK3CA exon 9 mutations had no effect, whereas exon 20 mutations were associated with a worse outcome compared with wild types, with a response rate of 0.0% (0/9) versus 36.8% (121/329; OR 0.00, 0.00-0.89; p=0.029), a median PFS of 11.5 weeks versus 24 weeks (HR 2.52, 1.33-4.78; p=0.013), and a median overall survival of 34 weeks versus 51 weeks (3.29, 1.60-6.74; p=0.0057). Multivariate analysis and conditional inference trees confirmed that, if KRAS is not mutated, assessing BRAF, NRAS, and PIK3CA exon 20 mutations (in that order) gives additional information about outcome. Objective response rates in our series were 24.4% in the unselected population, 36.3% in the KRAS wild-type selected population, and 41.2% in the KRAS, BRAF, NRAS, and PIK3CA exon 20 wild-type population. INTERPRETATION While confirming the negative effect of KRAS mutations on outcome after cetuximab, we show that BRAF, NRAS, and PIK3CA exon 20 mutations are significantly associated with a low response rate. Objective response rates could be improved by additional genotyping of BRAF, NRAS, and PIK3CA exon 20 mutations in a KRAS wild-type population. FUNDING Belgian Federation against Cancer (Stichting tegen Kanker).
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Deschoolmeester V, Baay M, Specenier P, Lardon F, Vermorken JB. A review of the most promising biomarkers in colorectal cancer: one step closer to targeted therapy. Oncologist 2010; 15:699-731. [PMID: 20584808 PMCID: PMC3228001 DOI: 10.1634/theoncologist.2010-0025] [Citation(s) in RCA: 116] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2010] [Accepted: 05/01/2010] [Indexed: 02/06/2023] Open
Abstract
Rapidly growing insights into the molecular biology of colorectal cancer (CRC) and recent developments in gene sequencing and molecular diagnostics have led to high expectations for the identification of molecular markers to be used in optimized and tailored treatment regimens. However, many of the published data on molecular biomarkers are contradictory in their findings and the current reality is that no molecular marker, other than the KRAS gene in the case of epidermal growth factor receptor (EGFR)- targeted therapy for metastatic disease, has made it into clinical practice. Many markers investigated suffer from technical shortcomings, resulting from lack of quantitative techniques to capture the impact of the molecular alteration. This understanding has recently led to the more comprehensive approaches of global gene expression profiling or genome-wide analysis to determine prognostic and predictive signatures in tumors. In this review, an update of the most recent data on promising biological prognostic and/or predictive markers, including microsatellite instability, epidermal growth factor receptor, KRAS, BRAF, CpG island methylator phenotype, cytotoxic T lymphocytes, forkhead box P3-positive T cells, receptor for hyaluronic acid-mediated motility, phosphatase and tensin homolog, and T-cell originated protein kinase, in patients with CRC is provided.
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Affiliation(s)
- Vanessa Deschoolmeester
- Laboratory of Cancer Research and Clinical Oncology, Department of Medical Oncology, University of Antwerp, Universiteitsplein 1, 2610 Wilrijk, Belgium.
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Abstract
An estimated 150,000 individuals are diagnosed with colorectal carcinoma (CRC) each year, and approximately 50,000 will die from this disease, making CRC the third leading cause of cancer deaths in the United States. For this reason, an enormous amount of effort has been spent to understand the molecular pathogenesis of this disease and to develop screening tests and prognostic markers. In the last 10 years, there has been a revolution in the understanding of CRC due to the identification of multiple distinct molecular pathways. With the introduction of biologic agents that target particular subtypes of CRC, molecular analysis of CRC is becoming standard of care in surgical pathology. In this context, the authors first describe the multiple molecular pathways leading to CRC and then discuss the role of molecular testing in the diagnosis of Lynch syndrome (formerly hereditary nonpolyposis colorectal carcinoma), prognosis, and therapy.
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Affiliation(s)
- Reetesh K Pai
- Department of Pathology, Stanford University Medical Center, Stanford University School of Medicine, 300 Pasteur Drive, L235 MC 5324, Stanford, CA 94305, USA
| | - Rish K Pai
- Division of Anatomic and Molecular Pathology, Department of Pathology and Immunology, Washington University School of Medicine, 660 South Euclid Avenue, Box 8118, St Louis, MO 63110, USA.
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BRAF mutations, microsatellite instability status and cyclin D1 expression predict metastatic colorectal patients' outcome. Br J Cancer 2010; 102:1762-8. [PMID: 20485284 PMCID: PMC2883698 DOI: 10.1038/sj.bjc.6605694] [Citation(s) in RCA: 83] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Background: The significance of BRAF mutations, microsatelite instability (MSI) status and cyclin D1 expression in patients with metastatic colorectal cancer (mCRC) was evaluated. Methods: Primary tumours from 144 patients treated for mCRC were assessed for BRAF (V600E) mutation, MSI status and cyclin D1. The data were correlated with progression-free survival (PFS) and overall survival (OS). Results: BRAF mutations were detected in 10 (out of 22, 45%) patients with MSI-H tumours compared with 2 (out of 122, 1.6%) in those with microsatellite stable tumours (P<0.001). The presence of BRAF mutations was correlated with cyclin D1 overexpression (7 out of 26 patients, 58% vs 5 out of 118 patients, 14% P=0.001). Patients with BRAF-mutated primary tumours had a significantly decreased PFS (2.7 vs 9.8 months; P<0.001) and median OS (14 vs 30 months; P<0.001) than patients with wild-type (wt) tumours. Patients with MSI-H and BRAF-mutated tumours experienced significantly lower PFS (3.1 vs 11.4 months; P=0.008) and OS (14.5 vs 35.5 months; P=0.004) than patients with MSI-H and BRAF wt tumours. Similarly, BRAF mutations and cyclin D1 overexpression were correlated with decreased PFS (3.1 vs 8.6 months; P=0.03) and OS (17.8 vs 39.2 months; P=0.01). Conclusion: BRAF V600E mutations are associated with MSI-H status and cyclin D1 overexpression and characterize a subgroup of patients with poor prognosis.
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231
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Horbinski C, Hamilton RL, Nikiforov Y, Pollack IF. Association of molecular alterations, including BRAF, with biology and outcome in pilocytic astrocytomas. Acta Neuropathol 2010; 119:641-9. [PMID: 20044755 DOI: 10.1007/s00401-009-0634-9] [Citation(s) in RCA: 109] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2009] [Revised: 12/23/2009] [Accepted: 12/24/2009] [Indexed: 12/25/2022]
Abstract
Pilocytic astrocytoma (PA) is the most common glioma in the pediatric population. PAs can exhibit variable behavior that does not always correlate with location. Although oncogenic rearrangements of the BRAF gene have recently been described in PAs, it is not clear whether such alterations have an impact on outcome. An institutional cohort of 147 PAs (118 with outcome data) from both cerebellar and non-cerebellar locations (spine, diencephalon, midbrain, brainstem, and cortex) was utilized in this study. Parameters included quantification of characteristic morphologic variables as well as genes and molecular loci previously shown to be of relevance in high-grade gliomas, including 1p, 9p, 10q, 17p, 19q, and BRAF. Neither 1p, 9p, and 10q nor 19q showed significant association with outcome in PAs, although p16 deletion was more common in PAs of the midbrain, brainstem, and spinal cord. Loss of heterozygosity on 17p13 correlated with increased risk of recurrence in cerebellar tumors. BRAF gene rearrangements were more common in cerebellar tumors than non-cerebellar tumors and associated with classic biphasic histology in the cerebellum. However, clinical outcome was independent of BRAF status. The molecular biology of PAs differs according to location, yet BRAF rearrangements do not appear to produce PAs with different behavior. Nevertheless, such tumors may have altered sensitivity to pathway-specific adjuvant therapy. Additionally, deletion on 17p13 may be an adverse prognostic biomarker in cerebellar tumors.
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Affiliation(s)
- Craig Horbinski
- Department of Pathology, University of Kentucky, 800 Rose St., Lexington, KY 40536, USA.
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Fornaro L, Masi G, Loupakis F, Vasile E, Falcone A. Palliative treatment of unresectable metastatic colorectal cancer. Expert Opin Pharmacother 2010; 11:63-77. [PMID: 20001430 DOI: 10.1517/14656560903427997] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
IMPORTANCE OF THE FIELD Treatment options for metastatic colorectal cancer (mCRC) patients have rapidly increased in the past years, but 50 - 70% of mCRC patients are still unlikely to undergo radical resection of metastases and are candidates for palliative therapy only. AREAS COVERED IN THIS REVIEW Oxaliplatin and irinotecan have widened the chemotherapy alternatives available in this setting and effective targeted agents against vascular endothelial growth factor and epidermal growth factor receptor have further improved treatment efficacy. This review covers the main areas of debate in the optimal treatment of unresectable mCRC patients, focusing on the implications for everyday clinical practice and future research of the most relevant clinical trials and molecular investigations published from 1999 to 2009. WHAT THE READER WILL GAIN Insights into treatment individualization strategies are provided in the review. TAKE HOME MESSAGE 'One size fits all' can not longer be considered an adequate approach to unresectable mCRC, and treatment with both chemotherapy and biologic agents should be guided by prognostic and predictive factors in order to maximize the benefit while reducing futile toxicities.
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Affiliation(s)
- Lorenzo Fornaro
- Azienda Ospedaliero-Universitaria Pisana, Istituto Toscano Tumori, Medical Oncology Unit 2, Italy
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Tol J, Dijkstra JR, Klomp M, Teerenstra S, Dommerholt M, Vink-Börger ME, van Cleef PH, van Krieken JH, Punt CJA, Nagtegaal ID. Markers for EGFR pathway activation as predictor of outcome in metastatic colorectal cancer patients treated with or without cetuximab. Eur J Cancer 2010; 46:1997-2009. [PMID: 20413299 DOI: 10.1016/j.ejca.2010.03.036] [Citation(s) in RCA: 159] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2010] [Accepted: 03/29/2010] [Indexed: 02/06/2023]
Abstract
BACKGROUND Anti-EGFR monoclonal antibodies in metastatic colorectal cancer (mCRC) treatment are only effective in patients with KRAS wild type tumours. Here we assess the predictive value of other potential relevant markers involved in the epidermal growth factor receptor (EGFR) signalling pathways for response to cetuximab-based treatment. MATERIALS AND METHODS Formalin-fixed paraffin-embedded colorectal cancer tissue of the primary tumour was obtained from 559 mCRC patients treated with chemotherapy and bevacizumab with or without cetuximab (phase III CAIRO2 study). DNA was isolated for mutation analysis of BRAF (V600E), KRAS (codon 12 and 13) and PIK3CA (exon 9 and 20). Tissue microarray's (TMA's) were constructed for the assessment of EGFR and HER2 gene copy number (GCN), and EGFR and PTEN protein expression. The results of these markers, individually or in combination, were correlated with progression-free survival (PFS) and overall survival (OS) in the subgroup of patients with a KRAS wild type tumour treated in the cetuximab-arm. KRAS wild type patients treated without cetuximab were used as a control group. RESULTS A total of 208 tumours (39.4%) contained a KRAS mutation, 8.7% a BRAF mutation and 9.9% a PIK3CA mutation. Loss of PTEN expression and the presence EGFR protein expression were observed in 42.0% and 61.7% of the samples, respectively. An increased EGFR GCN was observed in 15.3% of the samples, and 11.5% of the evaluable samples contained an increased HER2 GCN. In KRAS wild type patients treated with cetuximab a BRAF mutation was significantly and independently associated with PFS and OS. In patients treated without cetuximab the PFS and OS were also associated with the BRAF genotype. No prognostic or predictive value was observed for any of the other markers when tested individually or in combination. CONCLUSIONS BRAF genotype is correlated with PFS and OS in KRAS wild type mCRC patients, which is independent of cetuximab treatment. PIK3CA mutation, loss of PTEN expression, EGFR GCN and HER2 GCN have no predictive value for response to treatment with cetuximab, neither individually nor in combination with other markers.
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Affiliation(s)
- Jolien Tol
- Department of Medical Oncology, Radboud University Nijmegen Medical Center, Nijmegen, The Netherlands
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Siena S, Sartore-Bianchi A, di Nicolantonio F, Balfour J, Bardelli A. Response: Re: Biomarkers Predicting Clinical Outcome of Epidermal Growth Factor Receptor-Targeted Therapy in Metastatic Colorectal Cancer. J Natl Cancer Inst 2010. [DOI: 10.1093/jnci/djq067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
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235
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Lièvre A, Blons H, Laurent-Puig P. Oncogenic mutations as predictive factors in colorectal cancer. Oncogene 2010; 29:3033-43. [PMID: 20383189 DOI: 10.1038/onc.2010.89] [Citation(s) in RCA: 87] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
The anti-epidermal growth factor receptor (anti-EGFR) monoclonal antibodies cetuximab and panitumumab have been demonstrated to be new therapeutic options for metastatic colorectal cancer (mCRC). Oncogenic activation of intracellular signalling pathways downstream of EGFR has a major role in colorectal carcinogenesis but has also been reported to be an important mechanism of resistance to anti-EGFR antibodies. Among the activating mutations found in colorectal cancers, tumour KRAS mutations, which are found in approximately 40% of the cases, have been widely demonstrated as a major predictive marker of resistance to cetuximab or panitumumab, therefore, opening the way to individualized treatment for patients with mCRC. Other oncogenic mutations, such as BRAF or PIK3CA mutations or loss of PTEN expression, may also be additional interesting predictive markers of response to anti-EGFR monoclonal antibodies but required further evaluation before being incorporated in clinical practice. The identification of these molecular markers involved in the resistance of anti-EGFR antibodies will allow the development of new therapies that should target 'escape mechanisms' used by tumours to circumvent a pathway that has been pharmacologically blocked by anti-EGFR.
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Affiliation(s)
- A Lièvre
- INSERM UMR-S 775 Molecular Basis of Response to Xenobiotics, Paris, France
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236
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Integrated molecular dissection of the epidermal growth factor receptor (EFGR) oncogenic pathway to predict response to EGFR-targeted monoclonal antibodies in metastatic colorectal cancer. Target Oncol 2010; 5:19-28. [DOI: 10.1007/s11523-010-0138-5] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2010] [Accepted: 03/19/2010] [Indexed: 01/22/2023]
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237
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Power DG, Kemeny NE. Role of adjuvant therapy after resection of colorectal cancer liver metastases. J Clin Oncol 2010; 28:2300-9. [PMID: 20368552 DOI: 10.1200/jco.2009.26.9340] [Citation(s) in RCA: 61] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Liver resection is the goal of treatment strategies for liver-confined metastatic colorectal cancer. However, after resection the majority of patients will experience recurrence. Chemotherapy seems to improve outcomes compared with surgery alone. We reviewed the data of the role of adjuvant chemotherapy after resection of liver- confined metastatic colorectal cancer. Optimal regimens and sequencing of chemotherapies when liver resection is an option are unclear. Some suggest that resectable liver metastases, in the absence of high-risk features, should begin with surgery and consideration given to adjuvant chemotherapy after surgery. If high-risk features are present, most physicians prefer a short course of systemic preoperative chemotherapy. Perioperative therapy and regional therapy with hepatic arterial infusion (HAI) both increase disease-free survival (DFS) when compared with surgery alone. In unresectable disease, consideration should be given to systemic chemotherapy with or without a biologic agent or HAI with systemic therapy. If the disease becomes resectable, adjuvant treatment should follow surgery. Adjuvant chemotherapy is usually FOLFOX, but HAI combined with systemic chemotherapy is also an option. The role of adjuvant treatment post-liver resection should not be viewed in isolation but rather in the context of prior treatment, surgical preference, and individual patient characteristics. Perioperative therapy and regional therapy have both shown an increase in DFS. Conducting randomized trials examining the role of adjuvant chemotherapy has been difficult because of rapidly changing chemotherapies.
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Affiliation(s)
- Derek G Power
- Department of Medicine, Gastrointestinal Oncology, Memorial Sloan-Kettering Cancer Center, 1275 York Ave, New York, NY 10021, USA
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238
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García-Yuste M, Matilla JM, González-Aragoneses F, Heras F. [Detection of lymph node involvement and surgical treatment of pulmonary neoplastic processes. Current state of diagnostic and therapeutic procedures]. Arch Bronconeumol 2010; 46 Suppl 1:43-9. [PMID: 20353850 DOI: 10.1016/s0300-2896(10)70011-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
An analysis is made of different publications associated with the surgical staging and treatment of primary and metastasic pulmonary neoplastic processes. A suitable treatment program is essential to determine lymph node involvement in patients with bronchogenic carcinoma. The indication and sequence of the procedure to use (CT-PET, transbronchial puncture, videomediastinoscopic ultrasound guided transbronchial needle aspiration) is evaluated in accordance to the sensitivity, specificity and positive and negative predictive value of the different methods. Another interesting challenge is to define the criteria for indicating a sublobar resection in certain tumours and patients. Different factors, age, lung function, tumour location and type of sublobar resection, are analysed. Levels of evidence and recommendations of the procedure are also considered. Surgical resection is an accepted therapeutic option in the treatment of colorectal cancer lung metastases. Its indication is based on acceptable survival rates and knowledge of the impact of various factors (interval free of disease, number of metastases, presence of liver metastasis, presence of lymph node involvement, or increased pre-operative levels of carcinoembryonic antigen), is analysed in detail.
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Affiliation(s)
- Mariano García-Yuste
- Servicio de Cirugía Torácica, Hospital Clínico Universitario, Valladolid, España.
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239
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Saridaki Z, Georgoulias V, Souglakos J. Mechanisms of resistance to anti-EGFR monoclonal antibody treatment in metastatic colorectal cancer. World J Gastroenterol 2010; 16:1177-87. [PMID: 20222160 PMCID: PMC2839169 DOI: 10.3748/wjg.v16.i10.1177] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Metastatic colorectal cancer (mCRC) continues to be counted as a major health problem. The introduction of newer cytotoxics, irinotecan and oxaliplatin, has achieved a significant improvement in survival rates. Novel targeted therapies (bevacizumab, and cetuximab) in combination with most efficient chemotherapy regimens have pushed the median survival beyond the 2-year mark and increased the proportion of patients which could benefit from resection of metastatic lesions. In addition, several studies have proved that the CRC mutation profiles should influence patient selection or stratification in prospective trials. KRAS mutational status represents a paradigm for biomarker development in the era of molecular targeted therapies. The present article is an overview of the most important studies in the development of biomarkers for the optimization of anti-epidermal growth factor receptor (anti-EGFR) treatment in mCRC, beyond KRAS mutations, which is a work in progress. The aim will be to identify molecular markers that might be used to select patients with a higher probability of response to anti-EGFR monoclonal antibodies. Overall the accumulating evidence of the molecular biology of CRC has substantially changed the approach to mCRC treatment and has given clinicians more rational options for treating this illness.
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240
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Lurkin I, Stoehr R, Hurst CD, van Tilborg AAG, Knowles MA, Hartmann A, Zwarthoff EC. Two multiplex assays that simultaneously identify 22 possible mutation sites in the KRAS, BRAF, NRAS and PIK3CA genes. PLoS One 2010; 5:e8802. [PMID: 20098682 PMCID: PMC2809099 DOI: 10.1371/journal.pone.0008802] [Citation(s) in RCA: 74] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2009] [Accepted: 01/04/2010] [Indexed: 11/21/2022] Open
Abstract
Recently a number of randomized trials have shown that patients with advanced colorectal cancer do not benefit from therapies targeting the epidermal growth factor receptor when their tumors harbor mutations in the KRAS, BRAF and PIK3CA genes. We developed two multiplex assays that simultaneously screen 22 nucleotides in the KRAS, NRAS, BRAF and PIK3CA genes for mutations. The assays were validated on 294 tumor DNA samples from patients with advanced colorectal cancer. In these samples 119 KRAS codon 12 and 13 mutations had been identified by sequence analysis, 126 tumors were wild-type for KRAS and the analysis failed in 49 of the 294 samples due to poor DNA quality. The two mutation assays detected 130 KRAS mutations, among which were 3 codon 61 mutations, and in addition 32 PIK3CA, 13 BRAF and 6 NRAS mutations. In 19 tumors a KRAS mutation was found together with a mutation in the PIK3CA gene. One tumor was mutant for both PIK3CA and BRAF. In summary, the mutations assays identified 161 tumors with a mutation, 120 were wild-type and the analysis failed in 13. The material cost of the 2 mutation assays was calculated to be 8-fold lower than the cost of sequencing required to obtain the same data. In addition, the mutation assays are less labor intensive. We conclude that the performance of the two multiplex mutation assays was superior to direct sequencing. In addition, these assays are cheaper and easier to interpret. The assays may also be of use for selection of patients with other tumor types.
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Affiliation(s)
- Irene Lurkin
- Department of Pathology, Josephine Nefkens Institute, Erasmus MC, Rotterdam, The Netherlands
| | - Robert Stoehr
- Institute of Pathology, University of Erlangen, Erlangen, Germany
| | - Carolyn D. Hurst
- Cancer Research UK Clinical Centre, Leeds Institute of Molecular Medicine, St. James's University Hospital, Leeds, United Kingdom
| | | | - Margaret A. Knowles
- Cancer Research UK Clinical Centre, Leeds Institute of Molecular Medicine, St. James's University Hospital, Leeds, United Kingdom
| | - Arndt Hartmann
- Institute of Pathology, University of Erlangen, Erlangen, Germany
| | - Ellen C. Zwarthoff
- Department of Pathology, Josephine Nefkens Institute, Erasmus MC, Rotterdam, The Netherlands
- * E-mail:
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