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1.
PLoS One ; 18(4): e0271354, 2023.
Article in English | MEDLINE | ID: mdl-37022995

ABSTRACT

Tumors rich in stroma are associated with advanced stage and poor prognosis in colorectal adenocarcinoma (CRC). Abundance of stromal cells also has implications for genomic analysis of patient tumors as it may prevent detection of somatic mutations. As part of our efforts to interrogate stroma-cancer cell interactions and to identify actionable therapeutic targets in metastatic CRC, we aimed to determine the proportion of stroma embedded in hepatic CRC metastases by performing computational tumor purity analysis based on whole exome sequencing data (WES). Unlike previous studies focusing on histopathologically prescreened samples, we used an unbiased in-house collection of tumor specimens. WES from CRC liver metastasis samples were utilized to evaluate stromal content and to assess the performance of three in silico tumor purity tools, ABSOLUTE, Sequenza and PureCN. Matching tumor derived organoids were analyzed as a high purity control as they are enriched in cancer cells. Computational purity estimates were compared to those from a histopathological assessment conducted by a board-certified pathologist. According to all computational methods, metastatic specimens had a median tumor purity of 30% whereas the organoids were enriched for cancer cells with a median purity estimate of 94%. In line with this, variant allele frequencies (VAFs) of oncogenes and tumor suppressor genes were undetectable or low in most patient tumors, but higher in matching organoid cultures. Positive correlation was observed between VAFs and in silico tumor purity estimates. Sequenza and PureCN produced concordant results whereas ABSOLUTE yielded lower purity estimates for all samples. Our data shows that unbiased sample selection combined with molecular, computational, and histopathological tumor purity assessment is critical to determine the level of stroma embedded in metastatic colorectal adenocarcinoma.


Subject(s)
Adenocarcinoma , Colorectal Neoplasms , Liver Neoplasms , Humans , Exome Sequencing , Mutation , Exome/genetics , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Adenocarcinoma/genetics , Liver Neoplasms/genetics
2.
J Cell Mol Med ; 26(16): 4591-4601, 2022 08.
Article in English | MEDLINE | ID: mdl-35841281

ABSTRACT

Tumour Necrosis Factor (TNF) potently induces a transient inflammatory response that must be downregulated once any invasive stimulus has resolved. Yet, how TNF-induced inflammation is shut down in normal cells is incompletely understood. The present study shows that STAT3 was activated in mouse embryo fibroblasts (MEFs) by treatment with TNF or an agonist antibody to TNFR1. STAT3 activation was inhibited by pharmacological inhibition of the Jak2 tyrosine kinase that associates with TNFR1. To identify STAT3 target genes, global transcriptome analysis by RNA sequencing was performed in wild-type MEFs and MEFs from STAT3 knockout (STAT3KO ) mice that were stimulated with TNF, and the results were validated at the protein level by using multiplex cytokine assays and immunoblotting. After TNF stimulation, STAT3KO MEFs showed greater gene and protein induction of the inflammatory chemokines Ccl2, Cxcl1 and Cxcl10 than WT MEFs. These observations show that, by activating STAT3, TNF selectively modulates expression of a cohort of chemokines that promote inflammation. The greater induction by TNF of chemokines in STAT3KO than WT MEFs suggested that TNF induced an inhibitory protein in WT MEFs. Consistent with this possibility, STAT3 activation by TNFR1 increased the expression of Tnfaip3/A20, a ubiquitin modifying enzyme that inhibits inflammation, in WT MEFs but not in STAT3KO MEFs. Moreover, enforced expression of Tnfaip3/A20 in STAT3KO MEFs suppressed proinflammatory chemokine expression induced by TNF. Our observations identify Tnfaip3/A20 as a new downstream target for STAT3 which limits the induction of Ccl2, Cxcl1 and Cxcl10 and inflammation induced by TNF.


Subject(s)
Receptors, Tumor Necrosis Factor, Type I , Tumor Necrosis Factor-alpha , Animals , Gene Expression , Inflammation , Janus Kinase 2/metabolism , Mice , Mice, Knockout , NF-kappa B/metabolism , Receptors, Tumor Necrosis Factor, Type I/genetics , STAT3 Transcription Factor/metabolism , Tumor Necrosis Factor alpha-Induced Protein 3/genetics , Tumor Necrosis Factor alpha-Induced Protein 3/metabolism , Tumor Necrosis Factor-alpha/metabolism
3.
Cancer Discov ; 10(9): 1410-1423, 2020 09.
Article in English | MEDLINE | ID: mdl-32513775

ABSTRACT

Identifying master regulators that drive pathologic gene expression is a key challenge in precision oncology. Here, we have developed an analytic framework, named PRADA, that identifies oncogenic RNA-binding proteins through the systematic detection of coordinated changes in their target regulons. Application of this approach to data collected from clinical samples, patient-derived xenografts, and cell line models of colon cancer metastasis revealed the RNA-binding protein RBMS1 as a suppressor of colon cancer progression. We observed that silencing RBMS1 results in increased metastatic capacity in xenograft mouse models, and that restoring its expression blunts metastatic liver colonization. We have found that RBMS1 functions as a posttranscriptional regulator of RNA stability by directly binding its target mRNAs. Together, our findings establish a role for RBMS1 as a previously unknown regulator of RNA stability and as a suppressor of colon cancer metastasis with clinical utility for risk stratification of patients. SIGNIFICANCE: By applying a new analytic approach to transcriptomic data from clinical samples and models of colon cancer progression, we have identified RBMS1 as a suppressor of metastasis and as a post-transcriptional regulator of RNA stability. Notably, RBMS1 silencing and downregulation of its targets are negatively associated with patient survival.See related commentary by Carter, p. 1261.This article is highlighted in the In This Issue feature, p. 1241.


Subject(s)
Colonic Neoplasms/pathology , DNA-Binding Proteins/metabolism , Gene Expression Regulation, Neoplastic , Liver Neoplasms/genetics , RNA, Messenger/genetics , RNA-Binding Proteins/metabolism , Animals , Cell Line, Tumor , Colon/pathology , Colonic Neoplasms/diagnosis , Colonic Neoplasms/genetics , DNA-Binding Proteins/genetics , Gene Knockdown Techniques , Humans , Intestinal Mucosa/pathology , Liver Neoplasms/secondary , Male , Mice , Neoplasm Staging , RNA Stability/genetics , RNA-Binding Proteins/genetics , RNA-Seq , Regulon , Xenograft Model Antitumor Assays
4.
J Surg Oncol ; 122(2): 204-211, 2020 Aug.
Article in English | MEDLINE | ID: mdl-32291778

ABSTRACT

BACKGROUND AND OBJECTIVES: We classified the extent of mesenteric mass (MM) involvement that predicts challenging mesenteric lymph node dissection (mLND) by minimally invasive surgery (MIS) for ileal neuroendocrine tumors (i-NETs). METHODS: Patients who underwent surgery for i-NETs were retrospectively reviewed. MM involvement was classified as region-0: no MM; region-1: >2 cm from the origins of the ileocolic artery/vein; region-2: ≤2 cm from the origins; and region-3: more proximal superior mesenteric artery/vein. Logistic regression analysis was used to evaluate the predictive value of MM regions for gross positive mesenteric margin (mR2) and/or conversion among the MIS cohort. The open surgery cohort was used as a reference for mR2 rates. RESULTS: Of 108 patients, 83 patients (77%) underwent MIS. MMs in region-2 and region-3 were independent risk factors for mR2 and/or conversion (odds ratio [95% confidence interval]: 4.25 [1.17-16.4] and 8.51 × 107 [11.0-], respectively, against regions-0 and 1]. mR2 rates of MIS and open surgery cohorts per region did not differ significantly (4% and 7% for regions-0 and 1; 17% and 25% for region-2; and 100% and 83% for region-3). CONCLUSIONS: The novel stratification of MM regions was predictive of challenging mLND by MIS. Surgeons should have a low threshold for conversion for MMs in proximal regions.


Subject(s)
Ileal Neoplasms/pathology , Ileal Neoplasms/surgery , Lymph Nodes/pathology , Lymph Nodes/surgery , Mesentery/pathology , Neuroendocrine Tumors/pathology , Neuroendocrine Tumors/surgery , Cohort Studies , Humans , Lymph Node Excision , Male , Margins of Excision , Middle Aged , Minimally Invasive Surgical Procedures/methods , Predictive Value of Tests , Retrospective Studies
5.
J Surg Oncol ; 121(2): 330-336, 2020 Feb.
Article in English | MEDLINE | ID: mdl-31828813

ABSTRACT

BACKGROUND AND OBJECTIVES: We developed objective measurements of preoperative and residual tumor volume, and debulking rate, to evaluate their prognostic value for neuroendocrine liver metastasis (NELM). METHODS: Seventy-three patients who underwent surgery for NELM were analyzed retrospectively. Indices of preoperative and postoperative residual tumor volume (pre-volume index [VI] and post-VI) were calculated as the sum of the cubes of individual tumor diameters on preoperative and postoperative imaging, respectively. The debulking rate (%) was calculated as 100 - 100 × post-VI/pre-VI. The classification and regression trees method was used to classify pre-VI and post-VI. RESULTS: Overall survival (OS) was discriminated by preoperative tumor volume (5-year OS rates, 87.8% for low pre-VI and 60.1% for high pre-VI; P = .037) and residual tumor volume (5-year OS rates, 88.1% for low post-VI and 24.8% for high post-VI; P < .001). In contrast, debulking rates of 100%, ≥90%, and <90% did not discriminate OS (5-year OS rates, 88.0%, 61.9%, and 58.9%, respectively, not significant). In multivariate analysis, residual tumor volume (high post-VI, hazard ratio, 6.40; 95% confidence interval, 1.45-32.3) was an independent prognostic factor for OS. CONCLUSIONS: Objective measurement of tumor volume demonstrates that residual tumor volume is prognostic after surgery for NELM.

6.
J Surg Oncol ; 120(8): 1311-1317, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31613999

ABSTRACT

BACKGROUND AND OBJECTIVES: Ileal neuroendocrine tumors (i-NETs) frequently metastasize to mesenteric lymph nodes and the liver. Regional lymphadenopathy is associated with desmoplasia of the mesentery forming a large mesenteric mass (LMM). Although the latest American Joint Committee on Cancer TNM staging (8th edition) defined LMM >2 cm as N2, the prognostic impact of LMM is ill-defined. We evaluated whether LMM is prognostic for patients with i-NETs. METHODS: This single-institution, retrospective cohort study included 106 patients who underwent resection of i-NETs between 2007 and 2018. Overall survival (OS) and liver progression-free survival (LPFS) were compared between patients with and without LMM. RESULTS: LMM was present in 66 patients (62%) and was not associated with the presence or absence of liver metastasis (P = .969) or the extent of liver involvement (P = .938). OS and LPFS differed significantly between patients with and without LMM (5-year OS rates of 64.8% and 92.9%, respectively, P = .011; 3-year LPFS rates of 45.3% and 67.5%, respectively, P = .025). In multivariate analysis, LMM was an independent prognostic factor for both OS (hazard ratio: 4.69, 95% confidence interval: 1.63-17.6) and LPFS (1.99, 1.08-3.88). CONCLUSION: LMM >2 cm is prognostic for OS and LPFS and represents aggressive tumor biology.


Subject(s)
Ileal Neoplasms/mortality , Ileal Neoplasms/pathology , Lymph Nodes/pathology , Mesentery/pathology , Neuroendocrine Tumors/mortality , Neuroendocrine Tumors/pathology , Aged , Cohort Studies , Female , Humans , Ileal Neoplasms/surgery , Liver Neoplasms/secondary , Liver Neoplasms/surgery , Lymphatic Metastasis , Male , Middle Aged , Neuroendocrine Tumors/surgery , Prognosis , Progression-Free Survival , Retrospective Studies
7.
PLoS One ; 14(7): e0219469, 2019.
Article in English | MEDLINE | ID: mdl-31291332

ABSTRACT

INTRODUCTION: Prognosis after resection of hepatocellular carcinoma (HCC) is highly variable. Compared to clinicopathologic factors, the use of molecular markers to predict outcome has not been well studied. We investigated the prognostic importance of thymidylate synthase (TS) gene expression and polymorphisms in patients after resection of HCC. METHODS: Patients who underwent complete resection of HCC for whom tissue was available were identified. TS gene expression level and polymorphisms were determined in HCC specimens. Prognostic factors were evaluated using Kaplan-Meier curves and Cox proportional hazard models. RESULTS: The study included 67 patients. In univariate analysis, variables that negatively influenced survival included TNM stage, microvascular invasion, and high TS expression. For the high TS expression group, median survival was 54 months and 5-year actuarial survival was 47%. For the low TS expression group, median survival was not reached and the 5-year actuarial survival was 91%. In multivariate analysis, only high TS expression remained an independent predictor of poor survival (HR = 10.77, 95% CI 1.36-84.91; P = 0.02). TS gene polymorphisms were not associated with TS expression or overall survival. CONCLUSIONS: High TS expression predicts poor outcome after resection of HCC. Molecular markers might be robust predictors of patient outcome after resection of HCC.


Subject(s)
Carcinoma, Hepatocellular/surgery , Liver Neoplasms/surgery , Thymidylate Synthase/genetics , Aged , Biomarkers, Tumor/genetics , Carcinoma, Hepatocellular/genetics , Carcinoma, Hepatocellular/pathology , Disease-Free Survival , Female , Gene Expression Regulation, Neoplastic/genetics , Humans , Kaplan-Meier Estimate , Liver Neoplasms/genetics , Liver Neoplasms/pathology , Male , Middle Aged , Neoplasm Staging , Prognosis , Proportional Hazards Models , Treatment Outcome
8.
JCI Insight ; 52019 06 25.
Article in English | MEDLINE | ID: mdl-31237864

ABSTRACT

Colorectal cancer (CRC) is the third most frequent neoplastic disorder and is a main cause of tumor-related mortality as many patients progress to stage IV metastatic CRC. Standard care consists of combination chemotherapy (FOLFIRI or FOLFOX). Patients with WT KRAS typing are eligible to receive anti-EGFR therapy combined with chemotherapy. Unfortunately, predicting efficacy of CRC anti-EGFR therapy has remained challenging. Here we uncover that the EGFR-pathway component RasGRP1 acts as CRC tumor suppressor in the context of aberrant Wnt signaling. We find that RasGRP1 suppresses EGF-driven proliferation of colonic epithelial organoids. Having established that RasGRP1 dosage levels impacts biology, we focused on CRC patients next. Mining five different data platforms, we establish that RasGRP1 expression levels decrease with CRC progression and predict poor clinical outcome of patients. Lastly, deletion of one or two Rasgrp1 alleles makes CRC spheroids more susceptible to EGFR inhibition. Retrospective analysis of the CALGB80203 clinical trial shows that addition of anti-EGFR therapy to chemotherapy significantly improves outcome for CRC patients when tumors express low RasGRP1 suppressor levels. In sum, RasGRP1 is a unique biomarker positioned in the EGFR pathway and of potential relevance to anti-EGFR therapy for CRC patients.


Subject(s)
Antineoplastic Agents, Immunological/therapeutic use , Biomarkers, Tumor/metabolism , Colorectal Neoplasms/drug therapy , DNA-Binding Proteins/metabolism , Guanine Nucleotide Exchange Factors/metabolism , Tumor Suppressor Proteins/metabolism , Animals , Antineoplastic Agents, Immunological/pharmacology , Biomarkers, Tumor/analysis , Biomarkers, Tumor/genetics , Cell Proliferation/drug effects , Cetuximab/pharmacology , Cetuximab/therapeutic use , Clinical Trials as Topic , Colorectal Neoplasms/mortality , Colorectal Neoplasms/pathology , Computational Biology , DNA-Binding Proteins/analysis , DNA-Binding Proteins/genetics , Datasets as Topic , Disease Models, Animal , Disease Progression , Disease-Free Survival , ErbB Receptors/antagonists & inhibitors , ErbB Receptors/metabolism , Guanine Nucleotide Exchange Factors/analysis , Guanine Nucleotide Exchange Factors/genetics , Humans , Kaplan-Meier Estimate , Mice , Mice, Knockout , Primary Cell Culture , Prognosis , Signal Transduction/drug effects , Spheroids, Cellular , Tumor Cells, Cultured , Tumor Suppressor Proteins/analysis , Tumor Suppressor Proteins/genetics
9.
Transl Oncol ; 12(3): 550-560, 2019 Mar.
Article in English | MEDLINE | ID: mdl-30639964

ABSTRACT

PURPOSE: Prognostic schemes that rely on clinical variables to predict outcome after resection of colorectal metastases remain imperfect. We hypothesized that molecular markers can improve the accuracy of prognostic schemes. METHODS: We screened the transcriptome of matched colorectal liver metastases (CRCLM) and primary tumors from 42 patients with unresected CRCLM to identify differentially expressed genes. Among the differentially expressed genes identified, we looked for associations between expression and time to disease progression or overall survival. To validate such associations, mRNA levels of the candidate genes were assayed by qRT-PCR from CRCLM in 56 additional patients who underwent hepatectomy. RESULTS: Seven candidate genes were selected for validation based on their differential expression between metastases and primary tumors and a correlation between expression and surgical outcome: lumican; tissue inhibitor metalloproteinase 1; basic helix-loop-helix domain containing class B2; fibronectin; transmembrane 4 superfamily member 1; mitogen inducible gene 6 (MIG-6); and serpine 2. In the hepatectomy group, only MIG-6 expression was predictive of poor survival after hepatectomy. Quantitative PCR of MIG-6 mRNA was performed on 25 additional hepatectomy patients to determine if MIG-6 expression could substratify patients beyond the clinical risk score. Patients within defined clinical risk score categories were effectively substratified into distinct groups by relative MIG-6 expression. CONCLUSIONS: MIG-6 expression is inversely associated with survival after hepatectomy and may be used to improve traditional prognostic schemes that rely on clinicopathologic data such as the Clinical Risk Score.

10.
Mol Cancer Ther ; 17(12): 2702-2709, 2018 12.
Article in English | MEDLINE | ID: mdl-30254185

ABSTRACT

Patients with pancreatic neuroendocrine tumors (PNET) commonly develop advanced disease and require systemic therapy. However, treatment options remain limited, in part, because experimental models that reliably emulate PNET disease are lacking. We therefore developed a patient-derived xenograft model of PNET (PDX-PNET), which we then used to evaluate two mTOR inhibitor drugs: FDA-approved everolimus and the investigational new drug sapanisertib. PDX-PNETs maintained a PNET morphology and PNET-specific gene expression signature with serial passage. PDX-PNETs also harbored mutations in genes previously associated with PNETs (such as MEN1 and PTEN), displayed activation of the mTOR pathway, and could be detected by Gallium-68 DOTATATE PET-CT. Treatment of PDX-PNETs with either everolimus or sapanisertib strongly inhibited growth. As seen in patients, some PDX-PNETs developed resistance to everolimus. However, sapanisertib, a more potent inhibitor of the mTOR pathway, caused tumor shrinkage in most everolimus-resistant tumors. Our PDX-PNET model is the first available, validated PDX model for PNET, and preclinical data from the use of this model suggest that sapanisertib may be an effective new treatment option for patients with PNET or everolimus-resistant PNET.


Subject(s)
Benzoxazoles/therapeutic use , Drug Resistance, Neoplasm , Everolimus/therapeutic use , Neuroendocrine Tumors/drug therapy , Pancreatic Neoplasms/drug therapy , Pyrazoles/therapeutic use , Pyrimidines/therapeutic use , Xenograft Model Antitumor Assays , Animals , Cell Line, Tumor , Drug Resistance, Neoplasm/drug effects , Humans , Mice, Nude , Neuroendocrine Tumors/diagnostic imaging , Neuroendocrine Tumors/pathology , Organometallic Compounds/chemistry , Pancreatic Neoplasms/diagnostic imaging , Pancreatic Neoplasms/pathology , Positron Emission Tomography Computed Tomography , Protein Kinase Inhibitors/pharmacology , TOR Serine-Threonine Kinases/antagonists & inhibitors , TOR Serine-Threonine Kinases/metabolism
11.
Nat Methods ; 14(10): 967-970, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28869755

ABSTRACT

Advances in single-cell technologies have highlighted the prevalence and biological significance of cellular heterogeneity. A critical question researchers face is how to design experiments that faithfully capture the true range of heterogeneity from samples of cellular populations. Here we develop a data-driven approach, illustrated in the context of image data, that estimates the sampling depth required for prospective investigations of single-cell heterogeneity from an existing collection of samples.


Subject(s)
Adenocarcinoma/pathology , Carcinoma, Non-Small-Cell Lung/pathology , Lung Neoplasms/pathology , Single-Cell Analysis/methods , Biomarkers, Tumor , Cell Culture Techniques , Cell Line , Gene Expression Regulation, Neoplastic , Humans
12.
J Immunother Cancer ; 5: 22, 2017.
Article in English | MEDLINE | ID: mdl-28344808

ABSTRACT

BACKGROUND: T cells engineered to express chimeric antigen receptors (CARs) have established efficacy in the treatment of B-cell malignancies, but their relevance in solid tumors remains undefined. Here we report results of the first human trials of CAR-T cells in the treatment of solid tumors performed in the 1990s. METHODS: Patients with metastatic colorectal cancer (CRC) were treated in two phase 1 trials with first-generation retroviral transduced CAR-T cells targeting tumor-associated glycoprotein (TAG)-72 and including a CD3-zeta intracellular signaling domain (CART72 cells). In trial C-9701 and C-9702, CART72 cells were administered in escalating doses up to 1010 total cells; in trial C-9701 CART72 cells were administered by intravenous infusion. In trial C-9702, CART72 cells were administered via direct hepatic artery infusion in patients with colorectal liver metastases. In both trials, a brief course of interferon-alpha (IFN-α) was given with each CART72 infusion to upregulate expression of TAG-72. RESULTS: Fourteen patients were enrolled in C-9701 and nine in C-9702. CART72 manufacturing success rate was 100% with an average transduction efficiency of 38%. Ten patients were treated in CC-9701 and 6 in CC-9702. Symptoms consistent with low-grade, cytokine release syndrome were observed in both trials without clear evidence of on target/off tumor toxicity. Detectable, but mostly short-term (≤14 weeks), persistence of CART72 cells was observed in blood; one patient had CART72 cells detectable at 48 weeks. Trafficking to tumor tissues was confirmed in a tumor biopsy from one of three patients. A subset of patients had 111Indium-labeled CART72 cells injected, and trafficking could be detected to liver, but T cells appeared largely excluded from large metastatic deposits. Tumor biomarkers carcinoembryonic antigen (CEA) and TAG-72 were measured in serum; there was a precipitous decline of TAG-72, but not CEA, in some patients due to induction of an interfering antibody to the TAG-72 binding domain of humanized CC49, reflecting an anti-CAR immune response. No radiologic tumor responses were observed. CONCLUSION: These findings demonstrate the relative safety of CART72 cells. The limited persistence supports the incorporation of co-stimulatory domains in the CAR design and the use of fully human CAR constructs to mitigate immunogenicity.


Subject(s)
Antigens, Neoplasm/immunology , Colorectal Neoplasms/drug therapy , Glycoproteins/immunology , Receptors, Antigen, T-Cell/immunology , T-Lymphocytes/immunology , Aged , B-Lymphocytes/immunology , B-Lymphocytes/pathology , Carcinoembryonic Antigen/blood , Colorectal Neoplasms/blood , Colorectal Neoplasms/immunology , Colorectal Neoplasms/pathology , Dose-Response Relationship, Drug , Female , Gene Expression Regulation, Neoplastic/drug effects , Gene Expression Regulation, Neoplastic/immunology , Glycoproteins/antagonists & inhibitors , Humans , Infusions, Intravenous , Interferon-alpha/genetics , Interferon-alpha/immunology , Male , Middle Aged , Neoplasm Metastasis , Receptors, Antigen, T-Cell/antagonists & inhibitors , T-Lymphocytes/pathology
14.
Oncologist ; 22(1): 107-114, 2017 01.
Article in English | MEDLINE | ID: mdl-27821793

ABSTRACT

PURPOSE: Tumor levels of thymidylate synthase (TS), a target of 5-fluorouracil (5-FU)-based chemotherapy for colorectal cancer, have been studied as a predictive or prognostic biomarker with mixed results. PATIENTS AND METHODS: Tumor TS levels were prospectively evaluated in two adjuvant therapy trials for patients with resected stage II or III colon cancer. TS expression was determined by standard immunohistochemistry and by automated quantitative analysis. Tumor mismatch repair deficiency (MMR-D) and BRAF c.1799T > A (p.V600E) mutation status were also examined. Relationships between tumor TS, MMR-D, and BRAF mutation status, overall survival (OS), and disease-free survival (DFS) were investigated in the subset of stage III patients. RESULTS: Patients whose tumors demonstrated high TS expression experienced better treatment outcomes, with DFS hazard ratio (HR) = 0.67, 95% confidence interval (CI) = 0.53, 0.84; and OS HR = 0.68, 95% CI = 0.53, 0.88, for high versus low TS expression, respectively. No significant interaction between TS expression and stage was observed (DFS: interaction HR = 0.94; OS: interaction HR = 0.94). Tumors with high TS expression were more likely to demonstrate MMR-D (22.2% vs. 12.8%; p = .0003). Patients whose tumors demonstrated both high TS and MMR-D had a 7-year DFS of 77%, compared with 58% for those whose tumors had low TS and were non-MMR-D (log-rank p = .0006). Tumor TS expression did not predict benefit of a particular therapeutic regimen. CONCLUSION: This large prospective analysis showed that high tumor TS levels were associated with improved DFS and OS following adjuvant therapy for colon cancer, although tumor TS expression did not predict benefit of 5-FU-based chemotherapy. The Oncologist 2017;22:107-114Implications for Practice: This study finds that measurement of tumor levels of thymidylate synthase is not helpful in assigning specific adjuvant treatment for colorectal cancer. It also highlights the importance of using prospective analyses within treatment clinical trials as the optimal method of determining biomarker utility.


Subject(s)
Biomarkers, Tumor/genetics , Colonic Neoplasms/drug therapy , Colonic Neoplasms/genetics , Thymidylate Synthase/genetics , Aged , Biomarkers, Tumor/biosynthesis , Colonic Neoplasms/pathology , Colonic Neoplasms/surgery , Combined Modality Therapy , Disease-Free Survival , Female , Fluorouracil/administration & dosage , Gene Expression Regulation, Neoplastic , Humans , Male , Microsatellite Instability , Middle Aged , Neoplasm Staging , Prognosis , Thymidylate Synthase/antagonists & inhibitors , Treatment Outcome
15.
J Clin Oncol ; 34(25): 3047-53, 2016 09 01.
Article in English | MEDLINE | ID: mdl-27432924

ABSTRACT

PURPOSE: Conventional staging methods are inadequate to identify patients with stage II colon cancer (CC) who are at high risk of recurrence after surgery with curative intent. ColDx is a gene expression, microarray-based assay shown to be independently prognostic for recurrence-free interval (RFI) and overall survival in CC. The objective of this study was to further validate ColDx using formalin-fixed, paraffin-embedded specimens collected as part of the Alliance phase III trial, C9581. PATIENTS AND METHODS: C9581 evaluated edrecolomab versus observation in patients with stage II CC and reported no survival benefit. Under an initial case-cohort sampling design, a randomly selected subcohort (RS) comprised 514 patients from 901 eligible patients with available tissue. Forty-nine additional patients with recurrence events were included in the analysis. Final analysis comprised 393 patients: 360 RS (58 events) and 33 non-RS events. Risk status was determined for each patient by ColDx. The Self-Prentice method was used to test the association between the resulting ColDx risk score and RFI adjusting for standard prognostic variables. RESULTS: Fifty-five percent of patients (216 of 393) were classified as high risk. After adjustment for prognostic variables that included mismatch repair (MMR) deficiency, ColDx high-risk patients exhibited significantly worse RFI (multivariable hazard ratio, 2.13; 95% CI, 1.3 to 3.5; P < .01). Age and MMR status were marginally significant. RFI at 5 years for patients classified as high risk was 82% (95% CI, 79% to 85%), compared with 91% (95% CI, 89% to 93%) for patients classified as low risk. CONCLUSION: ColDx is associated with RFI in the C9581 subsample in the presence of other prognostic factors, including MMR deficiency. ColDx could be incorporated with the traditional clinical markers of risk to refine patient prognosis.


Subject(s)
Colonic Neoplasms/genetics , Neoplasm Recurrence, Local/genetics , Aged , Antibodies, Monoclonal/therapeutic use , Antibodies, Monoclonal, Murine-Derived , Clinical Trials, Phase III as Topic , Cohort Studies , Colonic Neoplasms/drug therapy , Colonic Neoplasms/pathology , Colonic Neoplasms/surgery , Disease-Free Survival , Female , Gene Expression Profiling , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Multicenter Studies as Topic , Neoplasm Recurrence, Local/pathology , Neoplasm Staging , Oligonucleotide Array Sequence Analysis/methods , Randomized Controlled Trials as Topic
17.
Gastroenterology ; 147(3): 637-45, 2014 Sep.
Article in English | MEDLINE | ID: mdl-24859205

ABSTRACT

BACKGROUND & AIMS: The CpG island methylator phenotype (CIMP), defined by a high frequency of aberrantly methylated genes, is a characteristic of a subclass of colon tumors with distinct clinical and molecular features. Cohort studies have produced conflicting results on responses of CIMP-positive tumors to chemotherapy. We assessed the association between tumor CIMP status and survival of patients receiving adjuvant fluorouracil and leucovorin alone or with irinotecan (IFL). METHODS: We analyzed data from patients with stage III colon adenocarcinoma randomly assigned to groups given fluorouracil and leucovorin or IFL after surgery, from April 1999 through April 2001. The primary end point of the trial was overall survival and the secondary end point was disease-free survival. DNA isolated from available tumor samples (n = 615) was used to determine CIMP status based on methylation patterns at the CACNA1G, IGF2, NEUROG1, RUNX3, and SOCS1 loci. The effects of CIMP on survival were modeled using Kaplan-Meier and Cox proportional hazards; interactions with treatment and BRAF, KRAS, and mismatch repair (MMR) status were also investigated. RESULTS: Of the tumor samples characterized for CIMP status, 145 were CIMP positive (23%). Patients with CIMP-positive tumors had shorter overall survival times than patients with CIMP-negative tumors (hazard ratio = 1.36; 95% confidence interval: 1.01-1.84). Treatment with IFL showed a trend toward increased overall survival for patients with CIMP-positive tumors, compared with treatment with fluorouracil and leucovorin (hazard ratio = 0.62; 95% CI: 0.37-1.05; P = .07), but not for patients with CIMP-negative tumors (hazard ratio = 1.38; 95% CI: 1.00-1.89; P = .049). In a 3-way interaction analysis, patients with CIMP-positive, MMR-intact tumors benefited most from the addition of irinotecan to fluorouracil and leucovorin therapy (for the interaction, P = .01). CIMP was more strongly associated with response to IFL than MMR status. Results for disease-free survival times were comparable among all analyses. CONCLUSIONS: Patients with stage III, CIMP-positive, MMR-intact colon tumors have longer survival times when irinotecan is added to combination therapy with fluorouracil and leucovorin.


Subject(s)
Adenocarcinoma/drug therapy , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Colonic Neoplasms/drug therapy , CpG Islands , DNA Methylation , Adenocarcinoma/genetics , Adenocarcinoma/mortality , Adenocarcinoma/pathology , Adult , Aged , Aged, 80 and over , Camptothecin/administration & dosage , Camptothecin/analogs & derivatives , Chemotherapy, Adjuvant , Colectomy , Colonic Neoplasms/genetics , Colonic Neoplasms/mortality , Colonic Neoplasms/pathology , DNA Mismatch Repair , Disease-Free Survival , Female , Fluorouracil/administration & dosage , Humans , Irinotecan , Kaplan-Meier Estimate , Leucovorin/administration & dosage , Male , Middle Aged , Neoplasm Staging , Phenotype , Proportional Hazards Models , Risk Assessment , Risk Factors , Time Factors , Treatment Outcome , Young Adult
18.
Cancer Med ; 2(4): 496-506, 2013 Aug.
Article in English | MEDLINE | ID: mdl-24156022

ABSTRACT

Phosphatase and tensin homologue deleted on chromosome 10 (PTEN) negatively regulates the phosphoinositide-3-kinase (PI3K) signaling pathway. In colorectal cancer (CRC), observed frequencies of loss of PTEN expression, concordant expression in primary tumors and metastases, and the association of PTEN status with outcome vary markedly by detection method. We determined the degree to which PTEN expression is consistent in 70 matched human CRC primaries and liver metastases using a validated immunohistochemistry assay. We found loss of PTEN expression in 12.3% of assessable CRC primaries and 10.3% of assessable liver metastases. PTEN expression (positive or negative) was concordant in 98% of matched colorectal primaries and liver metastases. Next we related PTEN status to mutations in RAS and PI3K pathway genes (KRAS, NRAS, BRAF , and PIK3CA) and to overall survival (OS). PTEN expression was not significantly associated with the presence or absence of mutations in RAS or PI3K pathway genes. The median OS of patients whose tumors did not express PTEN was 9 months, compared to 49 months for patients whose tumors did express PTEN (HR = 6.25, 95% confidence intervals (CI) (1.98, 15.42), P = 0.0017). The association of absent PTEN expression with increased risk of death remained significant in multivariate analysis (HR = 6.31, 95% CI (2.03, 17.93), P = 0.0023). In summary, PTEN expression was consistent in matched CRC primaries and in liver metastases. Therefore, future investigations of PTEN in metastatic CRC can use primary tumor tissue. In patients with liver-only metastases, loss of PTEN expression predicted poor OS.


Subject(s)
Colorectal Neoplasms/genetics , Colorectal Neoplasms/mortality , Gene Expression , PTEN Phosphohydrolase/genetics , Aged , Class I Phosphatidylinositol 3-Kinases , Colorectal Neoplasms/pathology , Colorectal Neoplasms/therapy , Female , Genes, ras , Humans , Immunohistochemistry , Liver Neoplasms/secondary , Male , Middle Aged , Mutation , Neoplasm Grading , Neoplasm Metastasis , Neoplasm Staging , PTEN Phosphohydrolase/metabolism , Phosphatidylinositol 3-Kinases/genetics , Prognosis , Proto-Oncogene Proteins B-raf/genetics
19.
J Clin Oncol ; 31(29): 3664-72, 2013 Oct 10.
Article in English | MEDLINE | ID: mdl-24019539

ABSTRACT

PURPOSE: The association of deficient DNA mismatch repair (dMMR) with prognosis in patients with colon cancer treated with adjuvant fluorouracil, leucovorin, and oxaliplatin (FOLFOX) chemotherapy remains unknown. PATIENTS AND METHODS: Resected, stage III colon carcinomas from patients (N = 2,686) randomly assigned to FOLFOX ± cetuximab (North Central Cancer Treatment Group N0147 trial) were analyzed for mismatch repair (MMR) protein expression and mutations in BRAF(V600E) (exon 15) and KRAS (codons 12 and 13). Association of biomarkers with disease-free survival (DFS) was determined using Cox models. A validation cohort (Cancer and Leukemia Group B 88903 trial) was used. RESULTS: dMMR was detected in 314 (12%) of 2,580 tumors, of which 49.3% and 10.6% had BRAF(V600E) or KRAS mutations, respectively. MMR status was not prognostic overall (adjusted hazard ratio [HR], 0.82; 95% CI, 0.64 to 1.07; P = .14), yet significant interactions were found between MMR and primary tumor site (P(interaction) = .009) and lymph node category (N1 v N2; P(interaction) = .014). Favorable DFS was observed for dMMR versus proficient MMR proximal tumors (HR, 0.71; 95% CI, 0.53 to 0.94; P = .018) but not dMMR distal tumors (HR, 1.71; 95% CI, 0.99 to 2.95; P = .056), adjusting for mutations and covariates. Any survival benefit of dMMR was lost in N2 tumors. Mutations in BRAF(V600E) (HR, 1.37; 95% CI, 1.08 to 1.70; P = .009) or KRAS (HR, 1.44; 95% CI, 1.21 to 1.70; P < .001) were independently associated with worse DFS. The observed MMR by tumor site interaction was validated in an independent cohort of stage III colon cancers (P(interaction) = .037). CONCLUSION: The prognostic impact of MMR depended on tumor site, and this interaction was validated in an independent cohort. Among dMMR cancers, proximal tumors had favorable outcome, whereas distal or N2 tumors had poor outcome. BRAF or KRAS mutations were independently associated with adverse outcome.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Colonic Neoplasms/drug therapy , DNA Mismatch Repair , Adult , Aged , Aged, 80 and over , Chemotherapy, Adjuvant , Colonic Neoplasms/genetics , Colonic Neoplasms/mortality , Colonic Neoplasms/pathology , Female , Fluorouracil/therapeutic use , Humans , Leucovorin/therapeutic use , Male , Middle Aged , Neoplasm Staging , Organoplatinum Compounds/therapeutic use , Prognosis , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins p21(ras) , ras Proteins/genetics
20.
Clin Cancer Res ; 19(20): 5777-87, 2013 Oct 15.
Article in English | MEDLINE | ID: mdl-23983256

ABSTRACT

PURPOSE: The TP53 tumor suppressor is frequently mutated in colon cancer, but the influence of such mutations on survival remains controversial. We investigated whether mutations in the DNA-binding domain of TP53 are associated with survival in stage III colon cancer. EXPERIMENTAL DESIGN: The impact of TP53 genotype was prospectively evaluated in Cancer and Leukemia Group B 89803, a trial that randomized stage III colon cancer patients to receive adjuvant 5-fluorouracil/leucovorin (5FU/LV) or 5FU/LV with irinotecan (IFL). RESULTS: TP53 mutations were identified in 274 of 607 cases. The presence of any TP53 mutation did not predict disease-free survival (DFS) or overall survival with either adjuvant regimen when men and women were considered together or as separate groups. However, outcome differences among women became apparent when tumor TP53 genotype was stratified as wild-type versus zinc- or non-zinc-binding mutations in the TP53 DNA-binding domain. DFS at 5 years was 0.59, 0.52, and 0.78 for women with TP53 wild-type tumors, and tumors with zinc- or non-zinc-binding mutations, respectively. Survival at 5 years for these same women was 0.72, 0.59, and 0.90, respectively. No differences in survival by TP53 genotype were observed in men. CONCLUSIONS: The presence of any TP53 mutation within the DNA-binding domain did not predict survival in stage III colon cancer. However, TP53 genotype was predictive of survival in women following adjuvant therapy. Future colon cancer therapeutic trials, with inclusion of correlative molecular markers, should be designed to permit evaluation of survival and/or response to treatment in women separately from men.


Subject(s)
Colonic Neoplasms/genetics , Colonic Neoplasms/pathology , Mutation , Tumor Suppressor Protein p53/genetics , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Chemotherapy, Adjuvant , Colonic Neoplasms/mortality , Colonic Neoplasms/therapy , DNA/chemistry , DNA/metabolism , Female , Genotype , Humans , Male , Microsatellite Instability , Models, Molecular , Molecular Conformation , Neoplasm Staging , Protein Binding , Sex Factors , Tumor Suppressor Protein p53/chemistry , Tumor Suppressor Protein p53/metabolism , Zinc/chemistry , Zinc/metabolism
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