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1.
J Transl Med ; 22(1): 337, 2024 Apr 08.
Article En | MEDLINE | ID: mdl-38589873

BACKGROUND: The mesenchymal subtype of colorectal cancer (CRC), associated with poor prognosis, is characterized by abundant expression of the cellular prion protein PrPC, which represents a candidate therapeutic target. How PrPC is induced in CRC remains elusive. This study aims to elucidate the signaling pathways governing PrPC expression and to shed light on the gene regulatory networks linked to PrPC. METHODS: We performed in silico analyses on diverse datasets of in vitro, ex vivo and in vivo models of mouse CRC and patient cohorts. We mined ChIPseq studies and performed promoter analysis. CRC cell lines were manipulated through genetic and pharmacological approaches. We created mice combining conditional inactivation of Apc in intestinal epithelial cells and overexpression of the human prion protein gene PRNP. Bio-informatic analyses were carried out in two randomized control trials totalizing over 3000 CRC patients. RESULTS: In silico analyses combined with cell-based assays identified the Wnt-ß-catenin and glucocorticoid pathways as upstream regulators of PRNP expression, with subtle differences between mouse and human. We uncover multiple feedback loops between PrPC and these two pathways, which translate into an aggravation of CRC pathogenesis in mouse. In stage III CRC patients, the signature defined by PRNP-CTNNB1-NR3C1, encoding PrPC, ß-catenin and the glucocorticoid receptor respectively, is overrepresented in the poor-prognosis, mesenchymal subtype and associates with reduced time to recurrence. CONCLUSIONS: An unleashed PrPC-dependent vicious circle is pathognomonic of poor prognosis, mesenchymal CRC. Patients from this aggressive subtype of CRC may benefit from therapies targeting the PRNP-CTNNB1-NR3C1 axis.


Colonic Neoplasms , Colorectal Neoplasms , Humans , Mice , Animals , Prion Proteins/genetics , Prion Proteins/metabolism , beta Catenin/metabolism , Glucocorticoids , Colonic Neoplasms/genetics , Colorectal Neoplasms/genetics , Phenotype , Prognosis , Wnt Signaling Pathway , Gene Expression Regulation, Neoplastic , Cell Line, Tumor
2.
J Immunother Cancer ; 11(6)2023 06.
Article En | MEDLINE | ID: mdl-37344100

BACKGROUND: Progress in breast cancer (BC) research relies on the availability of suitable cell lines that can be implanted in immunocompetent laboratory mice. The best studied mouse strain, C57BL/6, is also the only one for which multiple genetic variants are available to facilitate the exploration of the cancer-immunity dialog. Driven by the fact that no hormone receptor-positive (HR+) C57BL/6-derived mammary carcinoma cell lines are available, we decided to establish such cell lines. METHODS: BC was induced in female C57BL/6 mice using a synthetic progesterone analog (medroxyprogesterone acetate, MPA) combined with a DNA damaging agent (7,12-dimethylbenz[a]anthracene, DMBA). Cell lines were established from these tumors and selected for dual (estrogen+progesterone) receptor positivity, as well as transplantability into C57BL/6 immunocompetent females. RESULTS: One cell line, which we called B6BC, fulfilled these criteria and allowed for the establishment of invasive estrogen receptor-positive (ER+) tumors with features of epithelial to mesenchymal transition that were abundantly infiltrated by myeloid immune populations but scarcely by T lymphocytes, as determined by single-nucleus RNA sequencing and high-dimensional leukocyte profiling. Such tumors failed to respond to programmed cell death-1 (PD-1) blockade, but reduced their growth on treatment with ER antagonists, as well as with anthracycline-based chemotherapy, which was not influenced by T-cell depletion. Moreover, B6BC-derived tumors reduced their growth on CD11b blockade, indicating tumor sustainment by myeloid cells. The immune environment and treatment responses recapitulated by B6BC-derived tumors diverged from those of ER+ TS/A cell-derived tumors in BALB/C mice, and of ER- E0771 cell-derived and MPA/DMBA-induced tumors in C57BL/6 mice. CONCLUSIONS: B6BC is the first transplantable HR+ BC cell line derived from C57BL/6 mice and B6BC-derived tumors recapitulate the complex tumor microenvironment of locally advanced HR+ BC naturally resistant to PD-1 immunotherapy.


Carcinoma , Progesterone , Mice , Female , Animals , Epithelial-Mesenchymal Transition , Mice, Inbred BALB C , Mice, Inbred C57BL , Cell Line, Tumor , Tumor Microenvironment
3.
Oncogene ; 41(38): 4397-4404, 2022 09.
Article En | MEDLINE | ID: mdl-35962130

The cellular prion protein PrPC partners with caveolin-1 (CAV1) in neurodegenerative diseases but whether this interplay occurs in cancer has never been investigated. By leveraging patient and cell line datasets, we uncover a molecular link between PrPC and CAV1 across cancer. Using cell-based assays, we show that PrPC regulates the expression of and interacts with CAV1. PrPC additionally controls the expression of the amyloid precursor protein APP and of the Aß generating enzyme BACE1, and regulates the levels of Aß, whose accumulation is a central event in Alzheimer's disease. We further identify DKK1 and DKK3, involved in both Alzheimer's disease and cancer progression, as targets of the PrPC-dependent axis. Finally, we establish that antibody-mediated blocking of the Aß-PrPC interaction delays the growth of prostate cancer cell line-derived xenografts and prevents the development of metastases. Our data additionally support an enrichment of the Aß-PrPC-dependent pathway in the basal subtype of prostate cancer, associated with anti-hormonal therapy resistance, and in mesenchymal colon cancer, associated with poor prognosis. Thus, based on a parallel with neurodegenerative diseases, our results bring to light an Aß-PrPC axis and support the potential of targeting this pathway in patients with selected subtypes of prostate and colon cancer.


Alzheimer Disease , Colonic Neoplasms , Prostatic Neoplasms , Alzheimer Disease/metabolism , Alzheimer Disease/pathology , Amyloid Precursor Protein Secretases/metabolism , Amyloid beta-Peptides/chemistry , Amyloid beta-Peptides/metabolism , Amyloid beta-Protein Precursor/metabolism , Aspartic Acid Endopeptidases/metabolism , Caveolin 1/genetics , Caveolin 1/metabolism , Colonic Neoplasms/genetics , Humans , Male , Prion Proteins/genetics , Prion Proteins/metabolism , Prostatic Neoplasms/genetics
4.
Clin Res Hepatol Gastroenterol ; 46(5): 101880, 2022 05.
Article En | MEDLINE | ID: mdl-35151910

BACKGROUND: Homozygous Recombination Deficiency (HRD) is associated with sensitivity to PARP-inhibitors (PARPi) in different cancer types. In pancreatic adenocarcinoma (PA) the main cause of HRD is BRCA1/2 germline mutation and patients with mutations in BRCA1/2 may benefit from PARPi. Recently other mechanisms leading to HRD were described in different cancer types, including gene mutations and epigenetic changes such as promoter hypermethylation. In PA, BRCA1 promoter hypermethylation, a known mechanism of gene silencing, was recently described. However, results are discordant between North American studies (0.7% of PA) and Asian ones (up to 60% of PA) and the association with HRD is not clear. METHODS: Here, we developed 2 quantifications methods to explore BRCA1 and RAD51C promoter methylation in a series of 121 Formalin Fixed-Paraffin-Embedded (FFPE) specimens from resected PA without neoadjuvant treatment. The methylation-specific PCR was done with 2 different methods after DNA bisulfite conversion: a digital droplet PCR, and a PCR followed by capillary electrophoresis, to score the methylated / non methylated ratios in tumor samples. Methods were validated for specificity and sensibility using 100, 20, 10, 5 and 0% methylated commercial DNA for fragment analysis with a detection cutoff of 5-10%. Limit of blank was defined as 5 dropplets/20µL for RAD51C and 1 dropplet/20µL for BRCA1 for ddPCR. Samples were reviewed by a pathologist, macrodissected before DNA extraction to obtain 50-60% of tumoral cells. DNAs were treated for bisulfite conversion and analyzed using both methods in parallel to known positive and negative controls in each run. RESULTS AND CONCLUSION: No methylation at BRCA1 or RAD51C was found in this series of PA suggesting that HRD gene promoter methylation is a rare event in European patients.


Adenocarcinoma , BRCA1 Protein , DNA-Binding Proteins , Pancreatic Neoplasms , Triple Negative Breast Neoplasms , Adenocarcinoma/genetics , BRCA1 Protein/genetics , DNA Methylation , DNA-Binding Proteins/genetics , Humans , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/surgery , Promoter Regions, Genetic , Triple Negative Breast Neoplasms/genetics , Triple Negative Breast Neoplasms/pathology , Pancreatic Neoplasms
5.
Gynecol Oncol ; 164(3): 596-606, 2022 03.
Article En | MEDLINE | ID: mdl-35033379

BACKGROUND: Despite recent advances in endometrial carcinoma (EC) molecular characterization, its prognostication remains challenging. We aimed to assess whether RNAseq could stratify EC patient prognosis beyond current classification systems. METHODS: A prognostic signature was identified using a LASSO-penalized Cox model trained on TCGA (N = 543 patients). A clinically applicable polyA-RNAseq-based work-flow was developed for validation of the signature in a cohort of stage I-IV patients treated in two Hospitals [2010-2017]. Model performances were evaluated using time-dependent ROC curves (prediction of disease-specific-survival (DSS)). The additional value of the RNAseq signature was evaluated by multivariable Cox model, adjusted on high-risk prognostic group (2021 ESGO-ESTRO-ESP guidelines: non-endometrioid histology or stage III-IVA orTP53-mutated molecular subgroup). RESULTS: Among 209 patients included in the external validation cohort, 61 (30%), 10 (5%), 52 (25%), and 82 (40%), had mismatch repair-deficient, POLE-mutated, TP53-mutated tumors, and tumors with no specific molecular profile, respectively. The 38-genes signature accurately predicted DSS (AUC = 0.80). Most disease-related deaths occurred in high-risk patients (5-years DSS = 78% (95% CI = [68%-89%]) versus 99% [97%-100%] in patients without high-risk). A composite classifier accounting for the TP53-mutated subgroup and the RNAseq signature identified three classes independently associated with DSS: RNAseq-good prognosis (reference, 5-years DSS = 99%), non-TP53 tumors but with RNAseq-poor prognosis (adjusted-hazard ratio (aHR) = 5.75, 95% CI[1.14-29.0]), and TP53-mutated subgroup (aHR = 5.64 [1.12-28.3]). The model accounting for the high-risk group and the composite classifier predicted DSS with AUC = 0.84, versus AUC = 0.76 without (p = 0.01). CONCLUSION: RNA-seq profiling can provide an additional prognostic information to established classification systems, and warrants validation for potential RNAseq-based therapeutic strategies in EC.


Biomarkers, Tumor , Endometrial Neoplasms , Biomarkers, Tumor/genetics , Endometrial Neoplasms/genetics , Female , Humans , Prognosis , Proportional Hazards Models , Exome Sequencing
6.
Eur J Cancer ; 159: 24-33, 2021 12.
Article En | MEDLINE | ID: mdl-34731746

BACKGROUND: In non-metastatic colorectal cancer (CRC), we evaluated prospectively the pertinence of longitudinal detection and quantification of circulating tumor DNA (ctDNA) as a prognostic marker of recurrence. METHOD: The presence of ctDNA was assessed from plasma collected before and after surgery for 184 patients classified as stage II or III and at each visit during 3-4 years of follow-up. The ctDNA analysis was performed by droplet-based digital polymerase chain reaction, targeting mutation and methylation markers, blindly from the clinical outcomes. Multivariate analyses were adjusted on age, gender, stage, and adjuvant chemotherapy. RESULTS: Before surgery, 27.5% of patients were positive for ctDNA detection. The rate of recurrence was 32.7% and 11.6% in patients with or without detectable ctDNA respectively (P = 0.001). Time to recurrence (TTR) was significantly shorter in patients with detectable ctDNA before (adjusted hazard ratio [HR] = 3.58, 95% confidence interval [CI] 1.71-7.47) or immediately after surgery (adjusted HR = 3.22, 95% CI 1.32-7.89). The TTR was significantly shorter in patients with detectable ctDNA during the early postoperative follow-up (1-6 months) (adjusted HR = 5, 95% CI 1.9-12.9). Beyond this period, ctDNA remained a prognostic marker with a median anticipated diagnosis of recurrence of 13.1 weeks (interquartile range 28 weeks) when compared to imaging follow-up. The rate of ctDNA+ might be underestimated knowing that consensus pre-analytical conditions were not described at initiation of the study. CONCLUSION: This prospective study confirms the relevance of ctDNA as a recurrence risk factor in stage II and III CRC before surgery and as a marker of minimal residual disease after surgery that may predict recurrence several months before imaging techniques.


Biomarkers, Tumor/blood , Circulating Tumor DNA/blood , Colorectal Neoplasms/blood , Colorectal Neoplasms/pathology , Neoplasm Recurrence, Local/blood , Adult , Aged , Aged, 80 and over , Cohort Studies , Female , Humans , Longitudinal Studies , Male , Middle Aged , Neoplasm Recurrence, Local/pathology , Prognosis , Prospective Studies
7.
Clin Cancer Res ; 27(23): 6491-6499, 2021 12 01.
Article En | MEDLINE | ID: mdl-34518308

PURPOSE: Our team previously defined six quantitative transcriptomic components, and a classification in five subtypes by association of these components. In this study, we compared the robustness of quantitative components and qualitative classifications from different transcriptomic profiling techniques, investigated their clinical relevance, and proposed a new prognostic model. EXPERIMENTAL DESIGN: A total of 210 patients from a multicentric cohort and 149 patients from a monocentric cohort were included in this study. RNA microarray profiles were obtained from 165 patients of the multicentric cohort. RNA sequencing (RNA-seq) profiles were obtained from all the patients. RESULTS: For the patients with both RNA microarray and RNA-seq profiles, the concordance in subtype assignment was partial with an 82.4% coherence rate. The correlation between the two technique projections of the six components ranged from 0.85 to 0.95, demonstrating an advantage of robustness. On the basis of the Akaike information criterion, the RNA components showed more prognostic value in univariate or multivariate models than the subtypes. Using the monocentric cohort for training, we developed a multivariate Cox regression model using all six components and clinicopathologic characteristics (node invasion and resection margins) on disease-free survival (DFS). This prognostic model was highly associated with DFS (P < 0.001). The evaluation of the model in the multicentric cohort showed significant association with DFS and overall survival (P < 0.001). CONCLUSIONS: We described the advantage of the prognostic value and robustness of the whole-tumor transcriptomic components than subtypes. We created and validated a new DFS-based multivariate Cox regression prognostic model, including six pancreatic adenocarcinoma transcriptomic component levels and pathologic characteristics.


Adenocarcinoma , Pancreatic Neoplasms , Adenocarcinoma/pathology , Disease-Free Survival , Humans , Pancreatic Neoplasms/genetics , Prognosis , Transcriptome
8.
Oncoimmunology ; 10(1): 1940674, 2021.
Article En | MEDLINE | ID: mdl-34249475

The CMS4 mesenchymal subtype of colorectal cancer (CRC) is associated with poor prognosis and resistance to treatment. The cellular prion protein PrPC is overexpressed in CMS4 tumors and controls the expression of a panel of CMS4-specific genes in CRC cell lines. Here, we sought to investigate PrPC downstream pathways that may underlie its role in CMS4 CRC. By combining gene set enrichment analyses and gain and loss of function approaches in CRC cell lines, we identify the integrin-linked kinase ILK as a proximal effector of PrPC that mediates its control on the CMS4 phenotype. We further leveraged three independent large CRC cohorts to assess correlations in gene expression pattern with patient outcomes and found that ILK is overexpressed in CMS4 mesenchymal tumors and confers a poor prognosis, especially when combined with high expression of the PrPC encoding gene PRNP. Of note, we discovered that the PrPC-ILK signaling axis controls the expression and activity of the tryptophan metabolizing enzyme indoleamine 2,3 dioxygenase IDO1, a key player in immune tolerance. In addition, we monitored alterations in the levels of tryptophan and its metabolites of the kynurenine pathway in the plasma of metastatic CRC patients (n = 325) and we highlight their prognostic value in combination with plasma PrPC levels. Thus, the PrPC-ILK-IDO1 axis plays a key role in the mesenchymal subtype of CRC. PrPC and IDO1-targeted strategies may represent new avenues for patient stratification and treatment in CRC.


Colorectal Neoplasms , Colorectal Neoplasms/diagnosis , Humans , Indoleamine-Pyrrole 2,3,-Dioxygenase , Prion Proteins , Prognosis , Protein Serine-Threonine Kinases
9.
Front Oncol ; 11: 639675, 2021.
Article En | MEDLINE | ID: mdl-34094923

Background: Cellular-cell free-DNA (ccfDNA) is being explored as a diagnostic and prognostic tool for various diseases including cancer. Beyond the evaluation of the ccfDNA mutational status, its fragmentation has been investigated as a potential cancer biomarker in several studies. However, probably due to a lack of standardized procedures dedicated to preanalytical and analytical processing of plasma samples, contradictory results have been published. Methods: ddPCR assays allowing the detection of KRAS wild-type and mutated sequences (KRAS p.G12V, pG12D, and pG13D) were designed to target different fragments sizes. Once validated on fragmented and non-fragmented DNA extracted from cancer cell lines, these assays were used to investigate the influence of the extraction methods on the non-mutated and mutated ccfDNA integrity reflected by the DNA integrity index (DII). The DII was then analyzed in two prospective cohorts of metastatic colorectal cancer patients (RASANC study n = 34; PLACOL study n = 12) and healthy subjects (n = 49). Results and Discussion: Our results demonstrate that ccfDNA is highly fragmented in mCRC patients compared with healthy individuals. These results strongly suggest that the characterization of ccfDNA integrity hold great promise toward the development of a universal biomarker for the follow-up of mCRC patients. Furthermore, they support the importance of standardization of sample handling and processing in such analysis.

10.
Cancers (Basel) ; 11(11)2019 Nov 18.
Article En | MEDLINE | ID: mdl-31752123

Gemcitabine is still one of the standard chemotherapy regimens for pancreatic ductal adenocarcinoma (PDAC). Gemcitabine uptake into tumor cells is mainly through the human equilibrative nucleoside transport 1 (hENT1). It was therefore proposed as a potential predictive biomarker of gemcitabine efficacy but reports are conflicting, with an important heterogeneity in methods to assess hENT1 expression. A multicenter cohort of 471 patients with a resected PDAC was used to assess simultaneously the predictive value of the 2 best described hENT1 antibodies (10D7G2 and SP120). Three additional antibodies and the predictive value of hENT1 mRNA were also tested on 251 and 302 patients, respectively. hENT1 expression was assessed in 54 patients with matched primary tumors and metastases samples. The 10D7G2 clone was the only hENT1 antibody whose high expression was associated with a prolonged progression free survival and overall survival in patients who received adjuvant gemcitabine. hENT1 mRNA level was also predictive of gemcitabine benefit. hENT1 status was concordant in 83% of the cases with the best concordance in synchronous metastases. The 10D7G2 clone has the best predictive value of gemcitabine benefit in PDAC patients. Since it is not commercially available, hENT1 mRNA level could represent an alternative to assess hENT1 status.

11.
EBioMedicine ; 46: 94-104, 2019 Aug.
Article En | MEDLINE | ID: mdl-31377347

BACKGROUND: Comprehensive transcriptomic analyses have shown that colorectal cancer (CRC) is heterogeneous and have led to the definition of molecular subtypes among which the stem-cell, mesenchymal-like group is associated with poor prognosis. The molecular pathways orchestrating the emergence of this subtype are incompletely understood. In line with the contribution of the cellular prion protein PrPC to stemness, we hypothesize that deregulation of this protein could lead to a stem-cell, mesenchymal-like phenotype in CRC. METHODS: We assessed the distribution of the PrPC-encoding PRNP mRNA in two large CRC cohorts according to molecular classification and its association with patient survival. We developed cell-based assays to explore the impact of gain and loss of PrPC function on markers of the mesenchymal subtype and to delineate the signalling pathways recruited by PrPC. We measured soluble PrPC in the plasmas of 325 patients with metastatic CRC and probed associations with disease outcome. FINDINGS: We found that PRNP gene expression is enriched in tumours of the mesenchymal subtype and is associated with poor survival. Our in vitro analyses revealed that PrPC controls the expression of genes that specify the mesenchymal subtype through the recruitment of the Hippo pathway effectors YAP and TAZ and the TGFß pathway. We showed that plasma levels of PrPC are elevated in metastatic CRC and are associated with poor disease control. INTERPRETATION: Our findings define PrPC as a candidate driver of the poor-prognosis mesenchymal subtype of CRC. They suggest that PrPC may serve as a potential biomarker for patient stratification in CRC. FUNDING: Grant support was provided by the following: Cancéropôle Ile de France (grant number 2016-1-EMERG-36-UP 5-1), Association pour la Recherche sur le Cancer (grant number PJA 20171206220), SATT Ile de France Innov (grant number 415) as well as INSERM.


Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Epithelial-Mesenchymal Transition/genetics , Prion Proteins/genetics , Adult , Aged , Aged, 80 and over , Animals , Biomarkers , Cell Line, Tumor , Colorectal Neoplasms/metabolism , Colorectal Neoplasms/mortality , Female , Gene Expression , Hippo Signaling Pathway , Humans , Kaplan-Meier Estimate , Male , Middle Aged , Prion Proteins/metabolism , Prognosis , Protein Serine-Threonine Kinases/metabolism , RNA, Messenger/genetics , Signal Transduction , Transforming Growth Factor beta/metabolism
12.
BMC Cancer ; 18(1): 828, 2018 Aug 16.
Article En | MEDLINE | ID: mdl-30115026

BACKGROUND: Gene fusion events resulting from chromosomal rearrangements play an important role in initiation of lung adenocarcinoma. The recent association of four oncogenic driver genes, ALK, ROS1, RET, and NTRK1, as lung tumor predictive biomarkers has increased the need for development of up-to-date technologies for detection of these biomarkers in limited amounts of material. METHODS: We describe here a multi-institutional study using the Ion AmpliSeq™ RNA Fusion Lung Cancer Research Panel to interrogate previously characterized lung tumor samples. RESULTS: Reproducibility between laboratories using diluted fusion-positive cell lines was 100%. A cohort of lung clinical research samples from different origins (tissue biopsies, tissue resections, lymph nodes and pleural fluid samples) were used to evaluate the panel. We observed 97% concordance for ALK (28/30 positive; 71/70 negative samples), 95% for ROS1 (3/4 positive; 19/18 negative samples), and 93% for RET (2/1 positive; 13/14 negative samples) between the AmpliSeq assay and other methodologies. CONCLUSION: This methodology enables simultaneous detection of multiple ALK, ROS1, RET, and NTRK1 gene fusion transcripts in a single panel, enhanced by an integrated analysis solution. The assay performs well on limited amounts of input RNA (10 ng) and offers an integrated single assay solution for detection of actionable fusions in lung adenocarcinoma, with potential savings in both cost and turn-around-time compared to the combination of all four assays by other methods.


Biomarkers, Tumor/genetics , Lung Neoplasms/genetics , Multiplex Polymerase Chain Reaction , Oncogene Proteins, Fusion/genetics , Anaplastic Lymphoma Kinase , Biopsy , Cell Line, Tumor , Female , High-Throughput Nucleotide Sequencing , Humans , Lung Neoplasms/pathology , Lymph Nodes/pathology , Male , Membrane Glycoproteins/genetics , Protein-Tyrosine Kinases/genetics , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins c-ret/genetics , Receptor Protein-Tyrosine Kinases/genetics , Receptor, trkB/genetics , Reverse Transcriptase Polymerase Chain Reaction
13.
Clin Cancer Res ; 24(19): 4745-4753, 2018 10 01.
Article En | MEDLINE | ID: mdl-29921730

Purpose: There are conflicting results concerning the prognostic value of the CpG island methylator phenotype (CIMP) in patients with nonmetastatic colon cancer. We studied this phenotype in stage III colon cancer characterized for mismatch repair (MMR), RAS, and BRAF status, and treated with adjuvant FOLFOX-based regimen.Experimental Design: Tumor samples of 1,907 patients enrolled in the PETACC-8 adjuvant phase III trial were analyzed. The method used was methylation-specific PCR, where CIMP+ status was defined by methylation of at least 3 of 5 following genes: IGF2, CACNA1G, NEUROG1, SOCS1, and RUNX3 Association between CIMP status and overall survival (OS), disease-free survival (DFS), and survival after recurrence (SAR), was assessed by Cox model adjusted for prognostic factors and treatment arm (FOLFOX4 ± cetuximab).Results: CIMP status was successfully determined in 1,867 patients (97.9%): 275 (14.7%) tumors were CIMP+ Compared with CIMP- patients, CIMP+ patients were more frequently older (P = 0.002), females (P = 0.04), with right-sided (P < 0.0001), grade 3-4 (P < 0.0001), pN2 (P = 0.001), dMMR (P < 0.0001), BRAF mutated (P < 0.0001), and RAS wild-type (P < 0.0001) tumors. In multivariate analysis, CIMP+ status was associated with shorter OS [HR, 1.46; 95% confidence interval (CI), 1.02-1.94; P = 0.04] and SAR [HR, 1.76; 95% CI, 1.20-2.56; P < 0.0004]; but not DFS [HR, 1.15; 95% CI, 0.86-1.54; P = 0.34]. A nonsignificant trend of detrimental effect of cetuximab was observed in patients with CIMP+ tumors for OS, DFS, and SAR.Conclusions: In a large cohort of well-defined patients with stage III colon cancer, CIMP+ phenotype is associated with a shorter OS and SAR but not to DFS. Clin Cancer Res; 24(19); 4745-53. ©2018 AACR.


Antineoplastic Combined Chemotherapy Protocols/administration & dosage , Colonic Neoplasms/drug therapy , DNA Methylation/genetics , Prognosis , Aged , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Chemotherapy, Adjuvant/adverse effects , Colonic Neoplasms/genetics , Colonic Neoplasms/pathology , CpG Islands/drug effects , DNA Methylation/drug effects , DNA Mismatch Repair/genetics , Disease-Free Survival , Female , Fluorouracil/administration & dosage , Fluorouracil/adverse effects , Humans , Kaplan-Meier Estimate , Leucovorin/administration & dosage , Leucovorin/adverse effects , Male , Middle Aged , Mutation , Neoplasm Recurrence, Local/drug therapy , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/pathology , Neoplasm Staging , Organoplatinum Compounds/administration & dosage , Organoplatinum Compounds/adverse effects , Oxaliplatin/administration & dosage , Oxaliplatin/adverse effects , Phenotype
14.
JCO Precis Oncol ; 2: 1-9, 2018 Nov.
Article En | MEDLINE | ID: mdl-35135114

PURPOSE: Functional studies have demonstrated that some mutations of ERBB3, which encodes for human epidermal growth factor receptor (HER) 3, are oncogenic via activation of the ErbB family signaling pathway. Significant clinical activity of anti-HER2 therapies (trastuzumab plus lapatinib combination or afatinib) has been reported in patients with ERBB3-mutated cancers. This study was designed to report the rate of activating ERBB3 mutations in small bowel adenocarcinoma (SBA), a rare tumor type in which we previously reported a high rate (12%) of ERBB2-activating mutations. MATERIALS AND METHODS: DNA from 74 SBAs, previously characterized for ERBB2 mutations and mismatch repair status, was submitted for sequencing of ERBB3 exons 3, 6, 7, 8, and 23. Orthogonal validation by targeted next-generation sequencing was performed. RESULTS: Four of 74 SBAs (5.4%) displayed ERBB3-activating mutations, including three p.V104M mutations (c.310 G>A) in exon 3 and one p.E928G mutation (c.2783 A>G) in exon 23. No mutations were detected in exons 6, 7, and 8. ERBB3-activating mutations were associated with microsatellite instability (P = .002) and the presence of ERBB2-activating mutations (P = .002). Two SBAs with co-occurrence of ERBB2 and ERBB3 mutations were further analyzed by targeted next-generation sequencing. Mutant allelic frequencies suggested that both mutations were shared by the same clone rather than being harbored by mutually exclusive tumor subclones. CONCLUSION: SBAs display a high rate of ERBB3-activating mutations, which have been shown to be targetable by anti-HER2 therapies. Strikingly, ERBB3 was frequently comutated with ERBB2, suggesting a strong oncogenic addiction of these SBAs to the HER2 pathway.

15.
EBioMedicine ; 27: 284-292, 2018 Jan.
Article En | MEDLINE | ID: mdl-29276149

Many stressors that are encountered upon kidney injury are likely to trigger endoplasmic reticulum (ER) stress, subsequently activating transcriptional, translational and metabolic reprogramming. Monitoring early cellular adaptive responses engaged after hemodynamic impairment yields may represent a clinically relevant approach. However, a non-invasive method for detecting the ER stress response has not been developed. We combined a metabolomic approach with genetic marker analyses using urine from individuals undergoing scheduled cardiac surgery under cardiopulmonary bypass to investigate the feasibility and significance of monitoring the ER stress response in the kidney. We developed an original method based on fragment analysis that measures urinary levels of the spliced X-box binding protein 1 (sXBP1) mRNA as a proxy of inositol-requiring enzyme 1α (IRE1α) activity because sXBP1 is absolutely sensitive and specific for ER stress. The early engagement of the ER stress response after ischemic stress is critical for protecting against tissue damage, and individuals who mount a robust adaptive response are protected against AKI. The clinical consequences of our findings are of considerable importance because ER stress is involved in numerous conditions that lead to AKI and chronic kidney disease; in addition, the detection of ER stress is straightforward and immediately available in routine practice.


Computer Systems , Endoribonucleases/metabolism , Hemodynamics , Protein Serine-Threonine Kinases/metabolism , Signal Transduction , X-Box Binding Protein 1/metabolism , Acute Kidney Injury/metabolism , Acute Kidney Injury/pathology , Acute Kidney Injury/physiopathology , Acute Kidney Injury/urine , Biomarkers/urine , Blood Pressure , Cardiopulmonary Bypass , Cohort Studies , Endoplasmic Reticulum Stress , Humans , Metabolomics , Middle Aged , Time Factors , X-Box Binding Protein 1/urine
16.
J Pathol ; 242(1): 10-15, 2017 05.
Article En | MEDLINE | ID: mdl-28127763

Germline alterations in DNA repair genes are implicated in cancer predisposition and can result in characteristic mutational signatures. However, specific mutational signatures associated with base excision repair (BER) defects remain to be characterized. Here, by analysing a series of colorectal cancers (CRCs) using exome sequencing, we identified a particular spectrum of somatic mutations characterized by an enrichment of C > A transversions in NpCpA or NpCpT contexts in three tumours from a MUTYH-associated polyposis (MAP) patient and in two cases harbouring pathogenic germline MUTYH mutations. In two series of adrenocortical carcinomas (ACCs), we identified four tumours with a similar signature also presenting germline MUTYH mutations. Taken together, these findings demonstrate that MUTYH inactivation results in a particular mutational signature, which may serve as a useful marker of BER-related genomic instability in new cancer types. Copyright © 2017 Pathological Society of Great Britain and Ireland. Published by John Wiley & Sons, Ltd.


Adrenal Cortex Neoplasms/genetics , Adrenocortical Carcinoma/genetics , Colorectal Neoplasms/genetics , DNA Glycosylases/genetics , Mutation , Animals , DNA Glycosylases/deficiency , DNA Mutational Analysis/methods , DNA, Neoplasm/genetics , Genetic Predisposition to Disease , Germ-Line Mutation , Humans , Mice, Knockout , Transcriptome/genetics
17.
Clin Chem ; 62(8): 1129-39, 2016 08.
Article En | MEDLINE | ID: mdl-27251038

BACKGROUND: Circulating tumor DNA (ctDNA) has emerged as a good candidate for tracking tumor dynamics in different cancer types, potentially avoiding repeated tumor biopsies. Many different genes can be mutated within a tumor, complicating procedures for tumor monitoring, even with highly sensitive next-generation sequencing (NGS) strategies. Droplet-based digital PCR (dPCR) is a highly sensitive and quantitative procedure, allowing detection of very low amounts of circulating tumor genetic material, but can be limited in the total number of target loci monitored. METHODS: We analyzed hypermethylation of 3 genes, by use of droplet-based dPCR in different stages of colorectal cancer (CRC), to identify universal markers for tumor follow-up. RESULTS: Hypermethylation of WIF1 (WNT inhibitory factor 1) and NPY (neuropeptide Y) genes was significantly higher in tumor tissue compared to normal tissue, independently of tumor stage. All tumor tissues appeared positive for one of the 2 markers. Methylated ctDNA (MetctDNA) was detected in 80% of metastatic CRC and 45% of localized CRC. For samples with detectable mutations in ctDNA, MetctDNA and mutant ctDNA (MutctDNA) fractions were correlated. During follow-up of different stage CRC patients, MetctDNA changes allowed monitoring of tumor evolution. CONCLUSIONS: These results indicate that MetctDNA could be used as a universal surrogate marker for tumor follow-up in CRC patients, and monitoring MetctDNA by droplet-based dPCR could avoid the need for monitoring mutations.


Adaptor Proteins, Signal Transducing/genetics , Biomarkers, Tumor , Colorectal Neoplasms/genetics , DNA Methylation , DNA, Neoplasm/blood , DNA, Neoplasm/chemistry , Neuropeptide Y/genetics , Repressor Proteins/genetics , Aged , Biomarkers, Tumor/genetics , DNA Methylation/genetics , DNA, Neoplasm/genetics , Female , Humans , Male , Polymerase Chain Reaction
18.
BMC Cancer ; 15: 26, 2015 Jan 31.
Article En | MEDLINE | ID: mdl-25637035

BACKGROUND: The number of predictive biomarkers that will be necessary to assess in clinical practice will increase with the availability of drugs that target specific molecular alterations. Therefore, diagnostic laboratories are confronted with new challenges: costs, turn-around-time and the amount of material required for testing will increase with the number of tests performed on a sample. Our consortium of European clinical research laboratories set out to test if semi-conductor sequencing provides a solution for these challenges. METHODS: We designed a multiplex PCR targeting 87 hotspot regions in 22 genes that are of clinical interest for lung and/or colorectal cancer. The gene-panel was tested by 7 different labs in their own clinical setting using ion-semiconductor sequencing. RESULTS: We analyzed 155 samples containing 112 previously identified mutations in the KRAS, EGFR en BRAF genes. Only 1 sample failed analysis due to poor quality of the DNA. All other samples were correctly genotyped for the known mutations, even as low as 2%, but also revealed other mutations. Optimization of the primers used in the multiplex PCR resulted in a uniform coverage distribution over the amplicons that allows for efficient pooling of samples in a sequencing run. CONCLUSIONS: We show that a semi-conductor based sequencing approach to stratify colon and lung cancer patients is feasible in a clinical setting.


Colonic Neoplasms/genetics , Genotyping Techniques , High-Throughput Nucleotide Sequencing/methods , Lung Neoplasms/genetics , DNA Mutational Analysis , Humans , Multiplex Polymerase Chain Reaction , Mutation , Mutation Rate , Reproducibility of Results
19.
Clin Cancer Res ; 21(5): 1087-97, 2015 Mar 01.
Article En | MEDLINE | ID: mdl-25248381

PURPOSE: KRAS mutations are predictive of nonresponse to anti-EGFR therapies in metastatic colorectal cancer (mCRC). However, only 50% of nonmutated patients benefit from them. KRAS-mutated subclonal populations nondetectable by conventional methods have been suggested as the cause of early progression. Molecular analysis technology with high sensitivity and precision is required to test this hypothesis. EXPERIMENTAL DESIGN: From two cohorts of patients with mCRC, 136 KRAS, NRAS, and BRAF wild-type tumors with sufficient tumor material to perform highly sensitive picodroplet digital PCR (dPCR) and 41 KRAS-mutated tumors were selected. All these patients were treated by anti-EGFR therapy. dPCR was used for KRAS or BRAF mutation screening and compared with qPCR. Progression-free survival (PFS) and overall survival (OS) were analyzed according to the KRAS-mutated allele fraction. RESULTS: In addition to the confirmation of the 41 patients with KRAS-mutated tumors, dPCR also identified KRAS mutations in 22 samples considered as KRAS wild-type by qPCR. The fraction of KRAS-mutated allele quantified by dPCR was inversely correlated with anti-EGFR therapy response rate (P < 0.001). In a Cox model, the fraction of KRAS-mutated allele was associated with worse PFS and OS. Patients with less than 1% of mutant KRAS allele have similar PFS and OS than those with wild-type KRAS tumors. CONCLUSIONS: This study suggests that patients with mCRC with KRAS-mutated subclones (at least those with a KRAS-mutated subclones fraction lower or equal to 1%) had a benefit from anti-EGFR therapies.


Antineoplastic Agents/therapeutic use , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/genetics , ErbB Receptors/antagonists & inhibitors , Molecular Targeted Therapy , Mutation , Proto-Oncogene Proteins p21(ras)/genetics , Aged , Aged, 80 and over , Alleles , Antineoplastic Agents/pharmacology , Cohort Studies , Colorectal Neoplasms/pathology , Female , Humans , Male , Middle Aged , Neoplasm Staging , Proto-Oncogene Proteins B-raf/genetics , Retreatment , Treatment Outcome
20.
Eur J Cancer ; 50(10): 1740-1746, 2014 Jul.
Article En | MEDLINE | ID: mdl-24797764

AIM OF THE STUDY: Small bowel adenocarcinoma (SBA) is a rare and aggressive tumour with poor outcomes. Because of its low incidence, the number prospective studies remains insufficient leading to poor knowledge and absence of standard of care. Aiming to better understand small bowel carcinogenesis we investigated the frequency of somatic mutations in a large data set of patients in more than 740 mutational hotspots among 46 genes. METHODS: In total, 83 SBA cases were selected from two European databases. The sequencing was performed using the Ion 316 Chip. Additionally we looked into ERBB2 expression and microsatellite instability (MSI) status. RESULTS: The tumours most frequently were duodenal (47%) and stage ⩾3 (63%). Eight genes were mutated with a frequency >5%: KRAS, TP53, APC, SMAD4, PIK3CA, ERBB2, BRAF and FBXW7. ERBB2 alterations are present in 10 patients (12%) through mutations (7 cases) or amplifications (3 cases). ERBB2 mutations were significantly associated with duodenal tumour location (P=0.04). In this group, there was a positive association with dMMR status (P=0.006) and APC mutation (P=0.02) but negative association with p53 mutations (P=0.038). CONCLUSIONS: This study describes the first large screening of somatic mutations in SBA using next generation sequencing. The ERBB2 mutation was revealed to be one of the most frequent alterations in SBA with a distribution dependent on tumour location. In most cases ERBB2 mutation was identical (p.L755S). In clinical practice, this may suggest that more than 10% of the patients with SBA could be treated using an anti-ERBB2-targeted agent.


Adenocarcinoma/genetics , Intestinal Neoplasms/genetics , Intestine, Small , Mutation , Receptor, ErbB-2/genetics , Adenocarcinoma/enzymology , Adenocarcinoma/pathology , Adenomatous Polyposis Coli Protein/genetics , Adult , Aged , Aged, 80 and over , Antineoplastic Agents/therapeutic use , Chi-Square Distribution , DNA Mismatch Repair , DNA Mutational Analysis , Databases, Genetic , Europe , Female , Gene Frequency , Genetic Predisposition to Disease , Humans , Intestinal Neoplasms/drug therapy , Intestinal Neoplasms/enzymology , Intestinal Neoplasms/pathology , Intestine, Small/enzymology , Intestine, Small/pathology , Male , Microsatellite Instability , Middle Aged , Molecular Targeted Therapy , Neoplasm Grading , Neoplasm Staging , Phenotype , Protein Kinase Inhibitors/therapeutic use , Receptor, ErbB-2/antagonists & inhibitors , Retrospective Studies , Risk Factors , Tumor Suppressor Protein p53/genetics
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