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1.
Mol Oncol ; 2024 Mar 11.
Article in English | MEDLINE | ID: mdl-38468448

ABSTRACT

Multiple strategies are continuously being explored to expand the drug target repertoire in solid tumors. We devised a novel computational workflow for transcriptome-wide gene expression outlier analysis that allows the systematic identification of both overexpression and underexpression events in cancer cells. Here, it was applied to expression values obtained through RNA sequencing in 226 colorectal cancer (CRC) cell lines that were also characterized by whole-exome sequencing and microarray-based DNA methylation profiling. We found cell models displaying an abnormally high or low expression level for 3533 and 965 genes, respectively. Gene expression abnormalities that have been previously associated with clinically relevant features of CRC cell lines were confirmed. Moreover, by integrating multi-omics data, we identified both genetic and epigenetic alternations underlying outlier expression values. Importantly, our atlas of CRC gene expression outliers can guide the discovery of novel drug targets and biomarkers. As a proof of concept, we found that CRC cell lines lacking expression of the MTAP gene are sensitive to treatment with a PRMT5-MTA inhibitor (MRTX1719). Finally, other tumor types may also benefit from this approach.

2.
Nat Commun ; 15(1): 2280, 2024 Mar 13.
Article in English | MEDLINE | ID: mdl-38480738

ABSTRACT

Cross-presentation by type 1 DCs (cDC1) is critical to induce and sustain antitumoral CD8 T cell responses to model antigens, in various tumor settings. However, the impact of cross-presenting cDC1 and the potential of DC-based therapies in tumors carrying varied levels of bona-fide neoantigens (neoAgs) remain unclear. Here we develop a hypermutated model of non-small cell lung cancer in female mice, encoding genuine MHC-I neoepitopes to study neoAgs-specific CD8 T cell responses in spontaneous settings and upon Flt3L + αCD40 (DC-therapy). We find that cDC1 are required to generate broad CD8 responses against a range of diverse neoAgs. DC-therapy promotes immunogenicity of weaker neoAgs and strongly inhibits the growth of high tumor-mutational burden (TMB) tumors. In contrast, low TMB tumors respond poorly to DC-therapy, generating mild CD8 T cell responses that are not sufficient to block progression. scRNA transcriptional analysis, immune profiling and functional assays unveil the changes induced by DC-therapy in lung tissues, which comprise accumulation of cDC1 with increased immunostimulatory properties and less exhausted effector CD8 T cells. We conclude that boosting cDC1 activity is critical to broaden the diversity of anti-tumoral CD8 T cell responses and to leverage neoAgs content for therapeutic advantage.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Female , Mice , Animals , Dendritic Cells , Carcinoma, Non-Small-Cell Lung/therapy , Carcinoma, Non-Small-Cell Lung/metabolism , Lung Neoplasms/therapy , Lung Neoplasms/metabolism , CD8-Positive T-Lymphocytes , Cross-Priming
3.
Genome Med ; 16(1): 15, 2024 Jan 19.
Article in English | MEDLINE | ID: mdl-38243308

ABSTRACT

BACKGROUND: Immunotherapy based on checkpoint inhibitors is highly effective in mismatch repair deficient (MMRd) colorectal cancer (CRC). These tumors carry a high number of mutations, which are predicted to translate into a wide array of neoepitopes; however, a systematic classification of the neoantigen repertoire in MMRd CRC is lacking. Mass spectrometry peptidomics has demonstrated the existence of MHC class I associated peptides (MAPs) originating from non-coding DNA regions. Based on these premises we investigated DNA genomic regions responsible for generating MMRd-induced peptides. METHODS: We exploited mouse CRC models in which the MMR gene Mlh1 was genetically inactivated. Isogenic cell lines CT26 Mlh1+/+ and Mlh1-/- were inoculated in immunocompromised and immunocompetent mice. Whole genome and RNA sequencing data were generated from samples obtained before and after injection in murine hosts. First, peptide databases were built from transcriptomes of isogenic cell lines. We then compiled a database of peptides lost after tumor cells injection in immunocompetent mice, likely due to immune editing. Liquid chromatography-tandem mass spectrometry (LC-MS/MS) and matched next-generation sequencing databases were employed to identify the DNA regions from which the immune-targeted MAPs originated. Finally, we adopted in vitro T cell assays to verify whether MAP-specific T cells were part of the in vivo immune response against Mlh1-/- cells. RESULTS: Whole genome sequencing analyses revealed an unbalanced distribution of immune edited alterations across the genome in Mlh1-/- cells grown in immunocompetent mice. Specifically, untranslated (UTR) and coding regions exhibited the largest fraction of mutations leading to highly immunogenic peptides. Moreover, the integrated computational and LC-MS/MS analyses revealed that MAPs originate mainly from atypical translational events in both Mlh1+/+ and Mlh1-/- tumor cells. In addition, mutated MAPs-derived from UTRs and out-of-frame translation of coding regions-were highly enriched in Mlh1-/- cells. The MAPs trigger T-cell activation in mice primed with Mlh1-/- cells. CONCLUSIONS: Our results suggest that-in comparison to MMR proficient CRC-MMRd tumors generate a significantly higher number of non-canonical mutated peptides able to elicit T cell responses. These results reveal the importance of evaluating the diversity of neoepitope repertoire in MMRd tumors.


Subject(s)
Brain Neoplasms , Colonic Neoplasms , Colorectal Neoplasms , Neoplastic Syndromes, Hereditary , Animals , Mice , DNA Mismatch Repair/genetics , Chromatography, Liquid , Tandem Mass Spectrometry , Colorectal Neoplasms/pathology , Peptides , Histocompatibility Antigens Class I/genetics , DNA
4.
J Exp Clin Cancer Res ; 42(1): 120, 2023 May 12.
Article in English | MEDLINE | ID: mdl-37170152

ABSTRACT

BACKGROUND: MET-driven acquired resistance is emerging with unanticipated frequency in patients relapsing upon molecular therapy treatments. However, the determination of MET amplification remains challenging using both standard and next-generation sequencing-based methodologies. Liquid biopsy is an effective, non-invasive approach to define cancer genomic profiles, track tumor evolution over time, monitor treatment response and detect molecular resistance in advance. Circular RNAs (circRNAs), a family of RNA molecules that originate from a process of back-splicing, are attracting growing interest as potential novel biomarkers for their stability in body fluids. METHODS: We identified a circRNA encoded by the MET gene (circMET) and exploited blood-derived cell-free RNA (cfRNA) and matched tumor tissues to identify, stratify and monitor advanced cancer patients molecularly characterized by high MET activity, generally associated with genomic amplification. RESULTS: Using publicly available bioinformatic tools, we discovered that the MET locus transcribes several circRNA molecules, but only one candidate, circMET, was particularly abundant. Deeper molecular analysis revealed that circMET levels positively correlated with MET expression and activity, especially in MET-amplified cells. We developed a circMET-detection strategy and, in parallel, we performed standard FISH and IHC analyses in the same specimens to assess whether circMET quantification could identify patients displaying high MET activity. Longitudinal monitoring of circMET levels in the plasma of selected patients revealed the early emergence of MET amplification as a mechanism of acquired resistance to molecular therapies. CONCLUSIONS: We found that measurement of circMET levels allows identification and tracking of patients characterized by high MET activity. Circulating circMET (ccMET) detection and analysis could be a simple, cost-effective, non-invasive approach to better implement patient stratification based on MET expression, as well as to dynamically monitor over time both therapy response and clonal evolution during treatment.


Subject(s)
Neoplasms , RNA, Circular , Humans , Biomarkers , Computational Biology , Neoplasms/genetics , RNA/genetics , RNA/metabolism , RNA, Circular/genetics
5.
Cancer Cell ; 41(1): 196-209.e5, 2023 01 09.
Article in English | MEDLINE | ID: mdl-36584674

ABSTRACT

Patients affected by colorectal cancer (CRC) with DNA mismatch repair deficiency (MMRd), often respond to immune checkpoint blockade therapies, while those with mismatch repair-proficient (MMRp) tumors generally do not. Interestingly, a subset of MMRp CRCs contains variable fractions of MMRd cells, but it is unknown how their presence impacts immune surveillance. We asked whether modulation of the MMRd fraction in MMR heterogeneous tumors acts as an endogenous cancer vaccine by promoting immune surveillance. To test this hypothesis, we use isogenic MMRp (Mlh1+/+) and MMRd (Mlh1-/-) mouse CRC cells. MMRp/MMRd cells mixed at different ratios are injected in immunocompetent mice and tumor rejection is observed when at least 50% of cells are MMRd. To enrich the MMRd fraction, MMRp/MMRd tumors are treated with 6-thioguanine, which leads to tumor rejection. These results suggest that genetic and pharmacological modulation of the DNA mismatch repair machinery potentiate the immunogenicity of MMR heterogeneous tumors.


Subject(s)
Brain Neoplasms , Colorectal Neoplasms , Animals , Mice , DNA Mismatch Repair/genetics , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Microsatellite Instability
6.
Cancer Discov ; 11(8): 1923-1937, 2021 08.
Article in English | MEDLINE | ID: mdl-33837064

ABSTRACT

Targeted therapies, chemotherapy, and immunotherapy are used to treat patients with mismatch repair-deficient (dMMR)/microsatellite instability-high (MSI-H) colorectal cancer. The clinical effectiveness of targeted therapy and chemotherapy is limited by resistance and drug toxicities, and about half of patients receiving immunotherapy have disease that is refractory to immune checkpoint inhibitors. Loss of Werner syndrome ATP-dependent helicase (WRN) is a synthetic lethality in dMMR/MSI-H cells. To inform the development of WRN as a therapeutic target, we performed WRN knockout or knockdown in 60 heterogeneous dMMR colorectal cancer preclinical models, demonstrating that WRN dependency is an almost universal feature and a robust marker for patient selection. Furthermore, models of resistance to clinically relevant targeted therapy, chemotherapy, and immunotherapy retain WRN dependency. These data show the potential of therapeutically targeting WRN in patients with dMMR/MSI-H colorectal cancer and support WRN as a therapeutic option for patients with dMMR/MSI-H cancers refractory to current treatment strategies. SIGNIFICANCE: We found that a large, diverse set of dMMR/MSI-H colorectal cancer preclinical models, including models of treatment-refractory disease, are WRN-dependent. Our results support WRN as a promising synthetic-lethal target in dMMR/MSI-H colorectal cancer tumors as a monotherapy or in combination with targeted agents, chemotherapy, or immunotherapy.This article is highlighted in the In This Issue feature, p. 1861.


Subject(s)
Colorectal Neoplasms/therapy , DNA Mismatch Repair , Werner Syndrome Helicase/genetics , Colorectal Neoplasms/genetics , Drug Therapy , Humans , Immunotherapy , Molecular Targeted Therapy
7.
Cancer Discov ; 11(7): 1844-1859, 2021 07.
Article in English | MEDLINE | ID: mdl-33653693

ABSTRACT

Inactivation of beta-2 microglobulin (B2M) is considered a determinant of resistance to immune checkpoint inhibitors (ICPi) in melanoma and lung cancers. In contrast, B2M loss does not appear to affect response to ICPis in mismatch repair-deficient (MMRd) colorectal tumors where biallelic inactivation of B2M is frequently observed. We inactivated B2m in multiple murine MMRd cancer models. Although MMRd cells would not readily grow in immunocompetent mice, MMRd B2m null cells were tumorigenic and regressed when treated with anti-PD-1 and anti-CTLA4. The efficacy of ICPis against MMRd B2m null tumors did not require CD8+ T cells but relied on the presence of CD4+ T cells. Human tumors expressing low levels of B2M display increased intratumoral CD4+ T cells. We conclude that B2M inactivation does not blunt the efficacy of ICPi in MMRd tumors, and we identify a unique role for CD4+ T cells in tumor rejection. SIGNIFICANCE: B2M alterations, which impair antigen presentation, occur frequently in microsatellite-unstable colorectal cancers. Although in melanoma and lung cancers B2M loss is a mechanism of resistance to immune checkpoint blockade, we show that MMRd tumors respond to ICPis through CD4+ T-cell activation.This article is highlighted in the In This Issue feature, p. 1601.


Subject(s)
CD4-Positive T-Lymphocytes/immunology , Colorectal Neoplasms/metabolism , beta 2-Microglobulin/metabolism , Animals , Colorectal Neoplasms/pathology , Disease Models, Animal , Female , Mice , Mice, Inbred BALB C
8.
DNA Repair (Amst) ; 89: 102827, 2020 05.
Article in English | MEDLINE | ID: mdl-32126497

ABSTRACT

The analysis of tumour genome sequences has demonstrated high rates of base substitution mutagenesis upon the inactivation of DNA mismatch repair (MMR), and the resulting somatic mutations in MMR deficient tumours appear to significantly enhance the response to immune therapy. A handful of different algorithmically derived base substitution mutation signatures have been attributed to MMR deficiency in tumour somatic mutation datasets. In contrast, mutation data obtained from whole genome sequences of isogenic wild type and MMR deficient cell lines in this study, as well as from published sources, show a more uniform experimental mutation spectrum of MMR deficiency. In order to resolve this discrepancy, we reanalysed mutation data from MMR deficient tumour whole exome and whole genome sequences. We derived two base substitution signatures using non-negative matrix factorisation, which together adequately describe mutagenesis in all tumour and cell line samples. The two new signatures broadly resemble COSMIC signatures 6 and 20, but perform better than existing COSMIC signatures at identifying MMR deficient tumours in mutation signature deconstruction. We show that the contribution of the two identified signatures, one of which is dominated by C to T mutations at CpG sites, is biased by the different sequence composition of the exome and the whole genome. We further show that the identity of the inactivated MMR gene, the tissue type, the mutational burden or the patient's age does not influence the mutation spectrum, but that a tendency for a greater contribution by the CpG mutational process is observed in tumours as compared to cultured cells. Our analysis suggest that two separable mutational processes operate in the genomes of MMR deficient cells.


Subject(s)
DNA Mismatch Repair , DNA Mutational Analysis , MutS Homolog 2 Protein/genetics , Mutagenesis , Neoplasms/genetics , Cell Line , Cell Line, Tumor , Gene Knockout Techniques , Humans , Mutation , Neoplasms/metabolism , Exome Sequencing
9.
Clin Cancer Res ; 26(6): 1372-1384, 2020 03 15.
Article in English | MEDLINE | ID: mdl-31831554

ABSTRACT

PURPOSE: Defects in the homologous recombination (HR) repair pathway are of clinical interest due to sensitivity of HR-deficient cells to PARP inhibitors. We were interested in defining PARP vulnerability in patients with metastatic colorectal cancer (mCRC) carrying KRAS and BRAF mutations who display poor prognosis, have limited therapeutic options, and represent an unmet clinical need. EXPERIMENTAL DESIGN: We tested colorectal cancer cell lines, patient-derived organoids (PDO), and patient-derived xenografts (PDX) enriched for KRAS and BRAF mutations for sensitivity to the PARP inhibitor olaparib, and the chemotherapeutic agents oxaliplatin and 5-fluorouracil (5-FU). Genomic profiles and DNA repair proficiency of colorectal cancer models were compared with pharmacologic response. RESULTS: Thirteen of 99 (around 13%) colorectal cancer cell lines were highly sensitive to clinically active concentrations of olaparib and displayed functional deficiency in HR. Response to PARP blockade was positively correlated with sensitivity to oxaliplatin in colorectal cancer cell lines as well as patient-derived organoids. Treatment of PDXs with olaparib impaired tumor growth and maintenance therapy with PARP blockade after initial oxaliplatin response delayed disease progression in mice. CONCLUSIONS: These results indicate that a colorectal cancer subset characterized by poor prognosis and limited therapeutic options is vulnerable to PARP inhibition and suggest that PDO-based drug-screening assays can be used to identify patients with colorectal cancer likely to benefit from olaparib. As patients with mCRC almost invariably receive therapies based on oxaliplatin, "maintenance" treatment with PARP inhibitors warrants further clinical investigation.


Subject(s)
Colorectal Neoplasms/drug therapy , Drug Resistance, Neoplasm , Gene Expression Regulation, Neoplastic , Oxaliplatin/pharmacology , Phthalazines/pharmacology , Piperazines/pharmacology , Recombinational DNA Repair , Animals , Antineoplastic Agents/pharmacology , Cell Line, Tumor , Colorectal Neoplasms/genetics , Colorectal Neoplasms/metabolism , Colorectal Neoplasms/pathology , Humans , Mice , Mice, Inbred NOD , Mice, SCID , Mutation , Poly(ADP-ribose) Polymerase Inhibitors/pharmacology , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins p21(ras)/genetics , Treatment Outcome , Xenograft Model Antitumor Assays
10.
Genome Med ; 11(1): 42, 2019 06 28.
Article in English | MEDLINE | ID: mdl-31253177

ABSTRACT

BACKGROUND: Neoantigens that arise as a consequence of tumor-specific mutations can be recognized by T lymphocytes leading to effective immune surveillance. In colorectal cancer (CRC) and other tumor types, a high number of neoantigens is associated with patient response to immune therapies. The molecular processes governing the generation of neoantigens and their turnover in cancer cells are poorly understood. We exploited CRC as a model system to understand how alterations in DNA repair pathways modulate neoantigen profiles over time. METHODS: We performed whole exome sequencing (WES) and RNA sequencing (RNAseq) in CRC cell lines, in vitro and in vivo, and in CRC patient-derived xenografts (PDXs) to track longitudinally genomic profiles, clonal evolution, mutational signatures, and predicted neoantigens. RESULTS: The majority of CRC models showed remarkably stable mutational and neoantigen profiles; however, those carrying defects in DNA repair genes continuously diversified. Rapidly evolving and evolutionary stable CRCs displayed characteristic genomic signatures and transcriptional profiles. Downregulation of molecules implicated in antigen presentation occurred selectively in highly mutated and rapidly evolving CRC. CONCLUSIONS: These results indicate that CRCs carrying alterations in DNA repair pathways display dynamic neoantigen patterns that fluctuate over time. We define CRC subsets characterized by slow and fast evolvability and link this phenotype to downregulation of antigen-presenting cellular mechanisms. Longitudinal monitoring of the neoantigen landscape could be relevant in the context of precision medicine.


Subject(s)
Antigens, Neoplasm/genetics , Carcinoma/genetics , Clonal Evolution , Colorectal Neoplasms/genetics , DNA Repair , Animals , Antigens, Neoplasm/immunology , Cell Line, Tumor , Female , Humans , Mice , Mice, Inbred NOD , Mice, SCID , Mutation Rate , Transcriptome
11.
Clin Colorectal Cancer ; 18(2): 91-101.e3, 2019 06.
Article in English | MEDLINE | ID: mdl-30981604

ABSTRACT

BACKGROUND: The diagnosis of colorectal cancer (CRC) is routinely accomplished through histopathologic examination. Prognostic information and treatment decisions are mainly determined by TNM classification, first defined in 1968. In the last decade, patient-specific CRC genomic landscapes were shown to provide important prognostic and predictive information. Therefore, there is a need for developing next generation sequencing (NGS) and bioinformatic workflows that can be routinely used for the assessment of prognostic and predictive biomarkers. MATERIALS AND METHODS: To foster the application of genomics in the clinical management of CRCs, the IDEA workflow has been built to easily adapt to the availability of patient specimens and the clinical question that is being asked. Initially, IDEA deploys ad-hoc NGS assays to interrogate predefined genomic target sequences (from 600 kb to 30 Mb) with optimal detection sensitivity. Next, sequencing data are processed through an integrated bioinformatic pipeline to assess single nucleotide variants, insertions and deletions, gene copy-number alterations, and chromosomal rearrangements. The overall results are gathered into a user-friendly report. RESULTS: We provide evidence that IDEA is capable of identifying clinically relevant molecular alterations. When optimized to analyze circulating tumor DNA, IDEA can be used to monitor response and relapse in the blood of patients with metastatic CRC receiving targeted agents. IDEA detected primary and secondary resistance mechanisms to ERBB2 blockade including sub-clonal RAS and BRAF mutations. CONCLUSIONS: The IDEA workflow provides a flexible platform to integrate NGS and bioinformatic tools for refined diagnosis and management of patients with advanced CRC.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor/genetics , Colorectal Neoplasms/drug therapy , Genomics/methods , Neoplasm Recurrence, Local/diagnosis , Precision Medicine/methods , Antineoplastic Combined Chemotherapy Protocols/pharmacology , Biomarkers, Tumor/antagonists & inhibitors , Circulating Tumor DNA/genetics , Circulating Tumor DNA/isolation & purification , Colorectal Neoplasms/blood , Colorectal Neoplasms/genetics , Colorectal Neoplasms/mortality , DNA Copy Number Variations , Gene Dosage , Genotyping Techniques , High-Throughput Nucleotide Sequencing , Humans , Italy , Lapatinib/pharmacology , Lapatinib/therapeutic use , Mutation , Neoplasm Recurrence, Local/genetics , Neoplasm Recurrence, Local/prevention & control , Patient Selection , Prognosis , Proto-Oncogene Proteins B-raf/antagonists & inhibitors , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins p21(ras)/antagonists & inhibitors , Proto-Oncogene Proteins p21(ras)/genetics , Receptor, ErbB-2/antagonists & inhibitors , Receptor, ErbB-2/genetics , Trastuzumab/pharmacology , Trastuzumab/therapeutic use , Treatment Outcome , Workflow
12.
Cancer Discov ; 8(12): 1518-1528, 2018 12.
Article in English | MEDLINE | ID: mdl-30442708

ABSTRACT

The mismatch repair (MMR) system which detects and corrects base mismatches and insertions and deletions that occur during DNA synthesis is deregulated in approximately 20% of human cancers. MMR-deficient tumors have peculiar properties, including early-onset metastatic potential but generally favorable prognosis, and remarkable response to immune therapy. The functional basis of these atypical clinical features has recently started to be elucidated. Here, we discuss how the biological and clinical features of MMR-deficient tumors might be traced back to their ability to continuously produce new somatic mutations, leading to increased levels of neoantigens, which in turn stimulate immune surveillance. SIGNIFICANCE: Tumors carrying defects in DNA MMR accumulate high levels of mutations, a feature linked to rapid tumor progression and acquisition of drug resistance but also favorable prognosis and response to immune-checkpoint blockade. We discuss how the genomic landscape of MMR-deficient tumors affects their biological and clinical behaviors.


Subject(s)
DNA Mismatch Repair/genetics , Genomics , Mutation , Neoplasms/genetics , Animals , Humans , Immunotherapy/methods , MutL Protein Homolog 1/genetics , Neoplasms/metabolism , Neoplasms/pathology , Neoplasms/therapy , Prognosis
13.
Cancer Cell ; 34(1): 148-162.e7, 2018 07 09.
Article in English | MEDLINE | ID: mdl-29990497

ABSTRACT

Targeting HER2 is effective in 24% of ERBB2 amplified metastatic colorectal cancer; however, secondary resistance occurs in most of the cases. We studied the evolution of individual metastases during treatment to discover spatially resolved determinants of resistance. Circulating tumor DNA (ctDNA) analysis identified alterations associated with resistance in the majority of refractory patients. ctDNA profiles and lesion-specific radiographic reports revealed organ- or metastasis-private evolutionary patterns. When radiologic assessments documented progressive disease in target lesions, response to HER2 blockade was retained in other metastases. Genomic and functional analyses on samples and cell models from eight metastases of a patient co-recruited to a postmortem study unveiled lesion-specific evolutionary trees and pharmacologic vulnerabilities. Lesion size and contribution of distinct metastases to plasma ctDNA were correlated.


Subject(s)
Adenocarcinoma/drug therapy , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Colorectal Neoplasms/drug therapy , Drug Resistance, Neoplasm/genetics , Lapatinib/administration & dosage , Liver Neoplasms/drug therapy , Protein Kinase Inhibitors/administration & dosage , Receptor, ErbB-2/antagonists & inhibitors , Tomography, X-Ray Computed , Trastuzumab/administration & dosage , Adenocarcinoma/diagnostic imaging , Adenocarcinoma/genetics , Adenocarcinoma/secondary , Animals , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Class I Phosphatidylinositol 3-Kinases/genetics , Clinical Decision-Making , Colorectal Neoplasms/diagnostic imaging , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , DNA Mutational Analysis , Disease Progression , Female , Gene Amplification , Humans , Italy , Lapatinib/adverse effects , Liquid Biopsy , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/genetics , Liver Neoplasms/secondary , Magnetic Resonance Imaging , Male , Mice, Inbred NOD , Mice, SCID , Mice, Transgenic , Predictive Value of Tests , Progression-Free Survival , Protein Kinase Inhibitors/adverse effects , Receptor, ErbB-2/genetics , Risk Factors , Signal Transduction/drug effects , Time Factors , Trastuzumab/adverse effects , Treatment Outcome , Tumor Cells, Cultured , ras Proteins/genetics
14.
Nat Commun ; 9(1): 2287, 2018 06 12.
Article in English | MEDLINE | ID: mdl-29895949

ABSTRACT

Attempts at eradicating metastatic cancers with targeted therapies are limited by the emergence of resistant subclones bearing heterogeneous (epi)genetic changes. We used colorectal cancer (CRC) to test the hypothesis that interfering with an ancestral oncogenic event shared by all the malignant cells (such as WNT pathway alterations) could override heterogeneous mechanisms of acquired drug resistance. Here, we report that in CRC-resistant cell populations, phylogenetic analysis uncovers a complex subclonal architecture, indicating parallel evolution of multiple independent cellular lineages. Functional and pharmacological modulation of WNT signalling induces cell death in CRC preclinical models from patients that relapsed during the treatment, regardless of the drug type or resistance mechanisms. Concomitant blockade of WNT and MAPK signalling restrains the emergence of drug-resistant clones. Reliance upon the WNT-APC pathway is preserved throughout the branched genomic drift associated with emergence of treatment relapse, thus offering the possibility of a common therapeutic strategy to overcome secondary drug resistance.


Subject(s)
Colorectal Neoplasms/genetics , Genetic Drift , Molecular Targeted Therapy , Mutation , Animals , Biopsy , Cell Culture Techniques , Cell Lineage , Cell Proliferation , Colorectal Neoplasms/drug therapy , Drug Resistance, Neoplasm/genetics , Drug Screening Assays, Antitumor , Humans , MAP Kinase Signaling System , Mice , Mice, Inbred NOD , Mice, SCID , Neoplasm Metastasis , Neoplasm Recurrence, Local , Neoplasm Transplantation , Oncogenes , Phylogeny , Signal Transduction , Wnt Signaling Pathway
15.
J Clin Pathol ; 71(10): 926-931, 2018 Oct.
Article in English | MEDLINE | ID: mdl-29802225

ABSTRACT

AIMS: Neurotrophic Tropomyosin Kinase Receptor 1 (NTRK1) gene encodes for the protein Tropomyosin-related kinase A (TRKA). Deregulated activity of TRKA has been shown to have oncogenic potential. We present here the results of an immunohistochemical (IHC) observational cohort study of TRKA expression together with gene copy number (GCN) assessment in various solid tumours. METHODS: Formalin-fixed, paraffin-embedded consecutive samples of different tumour types were tested for TRKA expression. Samples showing TRKA IHC staining in at least 10% of cells were analysed by fluorescence in situ hybridisation to assess NTRK1 gene rearrangements and/or individual GCN gain. All patients underwent this molecular assessment within the phase I ALKA-001 clinical trial. RESULTS: 1043 samples were tested and annotation for histology was available in 1023. Most of the samples were colorectal adenocarcinoma (CRC) (n=550, 52.7%) and lung adenocarcinoma (n=312, 29.9%). 24 samples (2.3%) were biliary tract carcinoma (BTC). Overall, 17 (1.6%) samples were characterised by TRKA IHC expression (four weak, eight moderate, five strong): 9/17 lung adenocarcinoma, 3/17 CRC, 3/17 BTC, 1/17 thyroid cancer and 1/17 cancer of unknown primary. Of these, 1/17 with strong TRKA IHC staining displayed NTRK1 gene rearrangement and 15/17 NTRK1 GCN gain by FISH. No correlation was found between intensity of TRKA IHC staining and number of copies of NTRK1. CONCLUSIONS: TRKA expression can be found in 1.6% of solid tumours and can be paralleled by NTRK1 gene rearrangements or mostly GCN gain. The prognostic and translational therapeutic impact of the latter remains to be established.


Subject(s)
Neoplasms/genetics , Receptor, trkA/genetics , Gene Dosage , Humans , Neoplasms/metabolism , Receptor, trkA/biosynthesis
16.
JAMA Oncol ; 4(4): e175245, 2018 Apr 12.
Article in English | MEDLINE | ID: mdl-29423521

ABSTRACT

IMPORTANCE: Acquired resistance to anti-EGFR therapy (epidermal growth factor receptor) is frequently due to RAS and EGFR extracellular domain (ECD) mutations in metastatic colorectal cancer (mCRC). Some anti-EGFR-refractory patients retain tumor EGFR dependency potentially targetable by agents such as Sym004, which is a mixture of 2 nonoverlapping monoclonal antibodies targeting EGFR. OBJECTIVE: To determine if continuous blockade of EGFR by Sym004 has survival benefit. DESIGN, SETTING, AND PARTICIPANTS: Multicenter, phase 2, randomized, clinical trial comparing 2 regimens of Sym004 with investigator's choice from March 6, 2014, through October 15, 2015. Circulating tumor DNA (ctDNA) was analyzed for biomarker and tracking clonal dynamics during treatment. Participants had wild-type KRAS exon 2 mCRC refractory to standard chemotherapy and acquired resistance to anti-EGFR monoclonal antibodies. INTERVENTIONS: Participants were randomly assigned in a 1:1:1 ratio to Sym004, 12 mg/kg/wk (arm A), Sym004, 9 mg/kg loading dose followed by 6 mg/kg/wk (arm B), or investigator's choice of treatment (arm C). MAIN OUTCOMES AND MEASURES: Overall survival (OS). Secondary end points included preplanned exploratory biomarker analysis in ctDNA. RESULTS: A total of 254 patients were randomized (intent-to-treat [ITT] population) (median age, 63 [range, 34-91] years; 63% male; n = 160). Median OS in the ITT population was 7.9 months (95% CI, 6.5-9.9 months), 10.3 months (95% CI, 9.0-12.9 months), and 9.6 months (95% CI, 8.3-12.2 months) for arms A, B, and C, respectively (hazard ratio [HR], 1.31; 95% CI, 0.92-1.87 for A vs C; and HR, 0.97; 95% CI, 0.68-1.40 for B vs C). The ctDNA revealed high intrapatient genomic heterogeneity following anti-EGFR therapy. Sym004 effectively targeted EGFR ECD-mutated cancer cells, and a decrease in EGFR ECD ctDNA occurred in Sym004-treated patients. However, this did not translate into clinical benefit in patients with EGFR ECD mutations, likely owing to co-occurring resistance mechanisms. A subgroup of patients was defined by ctDNA (RAS/BRAF/EGFR ECD-mutation negative) associated with improved OS in Sym004-treated patients in arm B compared with arm C (median OS, 12.8 and 7.3 months, respectively). CONCLUSIONS AND RELEVANCE: Sym004 did not improve OS in an unselected population of patients with mCRC and acquired anti-EGFR resistance. A prospective clinical validation of Sym004 efficacy in a ctDNA molecularly defined subgroup of patients with refractory mCRC is warranted. TRIAL REGISTRATION: clinicaltrialsregister.eu Identifier: 2013-003829-29.


Subject(s)
Antibodies, Monoclonal/therapeutic use , Circulating Tumor DNA/blood , Colorectal Neoplasms/blood , Colorectal Neoplasms/drug therapy , Drug Resistance, Neoplasm , Patient Selection , Protein Kinase Inhibitors/therapeutic use , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor/analysis , Biomarkers, Tumor/blood , Biomarkers, Tumor/genetics , Circulating Tumor DNA/analysis , Colorectal Neoplasms/mortality , Colorectal Neoplasms/pathology , Drug Resistance, Neoplasm/drug effects , ErbB Receptors/antagonists & inhibitors , Female , Humans , Male , Middle Aged , Neoplasm Metastasis , Survival Analysis , Treatment Outcome
17.
Nature ; 552(7683): 116-120, 2017 12 07.
Article in English | MEDLINE | ID: mdl-29186113

ABSTRACT

Molecular alterations in genes involved in DNA mismatch repair (MMR) promote cancer initiation and foster tumour progression. Cancers deficient in MMR frequently show favourable prognosis and indolent progression. The functional basis of the clinical outcome of patients with tumours that are deficient in MMR is not clear. Here we genetically inactivate MutL homologue 1 (MLH1) in colorectal, breast and pancreatic mouse cancer cells. The growth of MMR-deficient cells was comparable to their proficient counterparts in vitro and on transplantation in immunocompromised mice. By contrast, MMR-deficient cancer cells grew poorly when transplanted in syngeneic mice. The inactivation of MMR increased the mutational burden and led to dynamic mutational profiles, which resulted in the persistent renewal of neoantigens in vitro and in vivo, whereas MMR-proficient cells exhibited stable mutational load and neoantigen profiles over time. Immune surveillance improved when cancer cells, in which MLH1 had been inactivated, accumulated neoantigens for several generations. When restricted to a clonal population, the dynamic generation of neoantigens driven by MMR further increased immune surveillance. Inactivation of MMR, driven by acquired resistance to the clinical agent temozolomide, increased mutational load, promoted continuous renewal of neoantigens in human colorectal cancers and triggered immune surveillance in mouse models. These results suggest that targeting DNA repair processes can increase the burden of neoantigens in tumour cells; this has the potential to be exploited in therapeutic approaches.


Subject(s)
Antigens, Neoplasm/genetics , Antigens, Neoplasm/immunology , DNA Mismatch Repair/genetics , Immunotherapy/methods , Neoplasms/immunology , Neoplasms/pathology , Animals , Antibodies, Neoplasm/immunology , Antibodies, Neoplasm/therapeutic use , Cell Line, Tumor , Cell Proliferation/genetics , Female , Male , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Mice, Inbred NOD , Mice, SCID , MutL Protein Homolog 1/deficiency , MutL Protein Homolog 1/genetics , Neoplasms/genetics , Neoplasms/therapy , Receptors, Antigen, T-Cell/immunology , Tumor Escape/genetics , Tumor Escape/immunology
18.
Br J Cancer ; 117(3): 347-352, 2017 Jul 25.
Article in English | MEDLINE | ID: mdl-28654634

ABSTRACT

BACKGROUND: Combined MET and BRAF inhibition showed clinical benefit in a patient with rectal cancer carrying BRAFV600E and MET amplification. However after 4 months, acquired resistance emerged and the patient deceased shortly after disease progression. The mechanism of resistance to this drug combination is unknown. METHODS: We analysed plasma circulating tumour DNA obtained at progression by exome sequencing and digital PCR. MET gene and mRNA in situ hybridisation analyses in two bioptic specimens obtained at progression were used to confirm the plasma data. RESULTS: We identified in plasma MET gene hyper-amplification as a potential mechanism underlying therapy resistance. Increased MET gene copy and transcript levels were detected in liver and lymph node metastatic biopsies. Finally, transduction of MET in BRAF mutant colorectal cancer cells conferred refractoriness to BRAF and MET inhibition. CONCLUSIONS: We identified in a rectal cancer patient MET gene hyper-amplification as mechanism of resistance to dual BRAF and MET inhibition.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , DNA, Neoplasm/blood , Drug Resistance, Neoplasm/genetics , Proto-Oncogene Proteins c-met/genetics , Rectal Neoplasms/drug therapy , Rectal Neoplasms/genetics , Cell Line , Crizotinib , Disease Progression , Fatal Outcome , Gene Amplification , Humans , Indoles/administration & dosage , Middle Aged , Proto-Oncogene Proteins B-raf/antagonists & inhibitors , Proto-Oncogene Proteins B-raf/genetics , Proto-Oncogene Proteins c-met/antagonists & inhibitors , Pyrazoles/administration & dosage , Pyridines/administration & dosage , Rectal Neoplasms/pathology , Sulfonamides/administration & dosage , Vemurafenib
19.
Cancer Discov ; 6(1): 36-44, 2016 Jan.
Article in English | MEDLINE | ID: mdl-26546295

ABSTRACT

UNLABELLED: Entrectinib is a first-in-class pan-TRK kinase inhibitor currently undergoing clinical testing in colorectal cancer and other tumor types. A patient with metastatic colorectal cancer harboring an LMNA-NTRK1 rearrangement displayed a remarkable response to treatment with entrectinib, which was followed by the emergence of resistance. To characterize the molecular bases of the patient's relapse, circulating tumor DNA (ctDNA) was collected longitudinally during treatment, and a tissue biopsy, obtained before entrectinib treatment, was transplanted in mice (xenopatient), which then received the same entrectinib regimen until resistance developed. Genetic profiling of ctDNA and xenopatient samples showed acquisition of two point mutations in the catalytic domain of NTRK1, p.G595R and p.G667C. Biochemical and pharmacologic analysis in multiple preclinical models confirmed that either mutation renders the TRKA kinase insensitive to entrectinib. These findings can be immediately exploited to design next-generation TRKA inhibitors. SIGNIFICANCE: We provide proof of principle that analyses of xenopatients (avatar) and liquid biopsies allow the identification of drug resistance mechanisms in parallel with clinical treatment of an individual patient. We describe for the first time that p.G595R and p.G667C TRKA mutations drive acquired resistance to entrectinib in colorectal cancers carrying NTRK1 rearrangements.


Subject(s)
Benzamides/administration & dosage , Colorectal Neoplasms/drug therapy , Drug Resistance, Neoplasm , Indazoles/administration & dosage , Protein Kinase Inhibitors/administration & dosage , Receptor, trkA/genetics , Animals , Catalytic Domain , Cell Line, Tumor , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Gene Rearrangement , Humans , Mice , Mutation , Neoplasm Transplantation , Neoplastic Cells, Circulating/pathology , Receptor, trkA/chemistry
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