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1.
Cell ; 165(2): 317-30, 2016 Apr 07.
Article in English | MEDLINE | ID: mdl-27058664

ABSTRACT

BRAF(V600E) mutant colon cancers (CCs) have a characteristic gene expression signature that is also found in some tumors lacking this mutation. Collectively, they are referred to as "BRAF-like" tumors and represent some 20% of CCs. We used a shRNA-based genetic screen focused on genes upregulated in BRAF(V600E) CCs to identify vulnerabilities of this tumor subtype that might be exploited therapeutically. Here, we identify RANBP2 (also known as NUP358) as essential for survival of BRAF-like, but not for non-BRAF-like, CC cells. Suppression of RANBP2 results in mitotic defects only in BRAF-like CC cells, leading to cell death. Mechanistically, RANBP2 silencing reduces microtubule outgrowth from the kinetochores, thereby inducing spindle perturbations, providing an explanation for the observed mitotic defects. We find that BRAF-like CCs display far greater sensitivity to the microtubule poison vinorelbine both in vitro and in vivo, suggesting that vinorelbine is a potential tailored treatment for BRAF-like CCs.


Subject(s)
Antineoplastic Agents, Phytogenic/pharmacology , Colonic Neoplasms/genetics , Colonic Neoplasms/pathology , Vinblastine/analogs & derivatives , Animals , Antineoplastic Agents, Phytogenic/administration & dosage , Cells, Cultured , Colonic Neoplasms/classification , Colonic Neoplasms/drug therapy , Heterografts , Humans , Mice , Mice, Nude , Microtubules/drug effects , Microtubules/metabolism , Molecular Chaperones/genetics , Neoplasm Transplantation , Nuclear Pore Complex Proteins/genetics , Proto-Oncogene Proteins B-raf/genetics , Vinblastine/administration & dosage , Vinblastine/pharmacology , Vinorelbine
2.
Brief Bioinform ; 25(4)2024 May 23.
Article in English | MEDLINE | ID: mdl-38783705

ABSTRACT

Tumor mutational signatures have gained prominence in cancer research, yet the lack of standardized methods hinders reproducibility and robustness. Leveraging colorectal cancer (CRC) as a model, we explored the influence of computational parameters on mutational signature analyses across 230 CRC cell lines and 152 CRC patients. Results were validated in three independent datasets: 483 endometrial cancer patients stratified by mismatch repair (MMR) status, 35 lung cancer patients by smoking status and 12 patient-derived organoids (PDOs) annotated for colibactin exposure. Assessing various bioinformatic tools, reference datasets and input data sizes including whole genome sequencing, whole exome sequencing and a pan-cancer gene panel, we demonstrated significant variability in the results. We report that the use of distinct algorithms and references led to statistically different results, highlighting how arbitrary choices may induce variability in the mutational signature contributions. Furthermore, we found a differential contribution of mutational signatures between coding and intergenic regions and defined the minimum number of somatic variants required for reliable mutational signature assignment. To facilitate the identification of the most suitable workflows, we developed Comparative Mutational Signature analysis on Coding and Extragenic Regions (CoMSCER), a bioinformatic tool which allows researchers to easily perform comparative mutational signature analysis by coupling the results from several tools and public reference datasets and to assess mutational signature contributions in coding and non-coding genomic regions. In conclusion, our study provides a comparative framework to elucidate the impact of distinct computational workflows on mutational signatures.


Subject(s)
Colorectal Neoplasms , Computational Biology , Mutation , Humans , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , Computational Biology/methods , Workflow , Cell Line, Tumor , Exome Sequencing/methods , Female , Algorithms
3.
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
4.
Mol Oncol ; 18(2): 241-244, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38308461

ABSTRACT

Drug resistance represents a major limitation to the long-term efficacy of anti-cancer treatments. The commonly accepted view is that the selection of inheritable genetic mechanisms governs the development of secondary resistance. However, compelling evidence suggests an important role for adaptive cell plasticity and non-genetic mechanisms in the development of therapy resistance. The two phenomena are not mutually exclusive and the interplay between genetic and non-genetic mechanisms may affect tumor evolution during treatment. A broader characterization of the genetic and non-genetic mechanisms of drug resistance may pave the way for more precise and effective therapeutic strategies to overcome resistance.


Subject(s)
Neoplasms , Humans , Neoplasms/drug therapy , Neoplasms/genetics , Drug Resistance , Epigenesis, Genetic , Drug Resistance, Neoplasm/genetics
5.
Cell Rep Med ; 5(2): 101376, 2024 Feb 20.
Article in English | MEDLINE | ID: mdl-38228147

ABSTRACT

The bacterial genotoxin colibactin promotes colorectal cancer (CRC) tumorigenesis, but systematic assessment of its impact on DNA repair is lacking, and its effect on response to DNA-damaging chemotherapeutics is unknown. We find that CRC cell lines display differential response to colibactin on the basis of homologous recombination (HR) proficiency. Sensitivity to colibactin is induced by inhibition of ATM, which regulates DNA double-strand break repair, and blunted by HR reconstitution. Conversely, CRC cells chronically infected with colibactin develop a tolerant phenotype characterized by restored HR activity. Notably, sensitivity to colibactin correlates with response to irinotecan active metabolite SN38, in both cell lines and patient-derived organoids. Moreover, CRC cells that acquire colibactin tolerance develop cross-resistance to SN38, and a trend toward poorer response to irinotecan is observed in a retrospective cohort of CRCs harboring colibactin genomic island. Our results shed insight into colibactin activity and provide translational evidence on its chemoresistance-promoting role in CRC.


Subject(s)
Colorectal Neoplasms , Escherichia coli , Peptides , Polyketides , Humans , Irinotecan/pharmacology , Escherichia coli/genetics , Escherichia coli/metabolism , Retrospective Studies , DNA/metabolism , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/genetics , Colorectal Neoplasms/microbiology
6.
Mol Oncol ; 18(6): 1460-1485, 2024 Jun.
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.


Subject(s)
Colorectal Neoplasms , Gene Expression Regulation, Neoplastic , Transcriptome , Humans , Colorectal Neoplasms/genetics , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/pathology , Colorectal Neoplasms/metabolism , Gene Expression Regulation, Neoplastic/drug effects , Cell Line, Tumor , Transcriptome/genetics , Gene Expression Profiling , DNA Methylation/genetics
7.
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
8.
Nat Genet ; 54(7): 976-984, 2022 07.
Article in English | MEDLINE | ID: mdl-35817983

ABSTRACT

Compelling evidence shows that cancer persister cells represent a major limit to the long-term efficacy of targeted therapies. However, the phenotype and population dynamics of cancer persister cells remain unclear. We developed a quantitative framework to study persisters by combining experimental characterization and mathematical modeling. We found that, in colorectal cancer, a fraction of persisters slowly replicates. Clinically approved targeted therapies induce a switch to drug-tolerant persisters and a temporary 7- to 50-fold increase of their mutation rate, thus increasing the number of persister-derived resistant cells. These findings reveal that treatment may influence persistence and mutability in cancer cells and pinpoint inhibition of error-prone DNA polymerases as a strategy to restrict tumor recurrence.


Subject(s)
Colorectal Neoplasms , Mutation Rate , Anti-Bacterial Agents/pharmacology , Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/genetics , Humans , Population Dynamics
9.
Proc Natl Acad Sci U S A ; 105(52): 20864-9, 2008 Dec 30.
Article in English | MEDLINE | ID: mdl-19106301

ABSTRACT

Mutations in oncogenes and tumor suppressor genes are responsible for tumorigenesis and represent favored therapeutic targets in oncology. We exploited homologous recombination to knock-in individual cancer mutations in the genome of nontransformed human cells. Sequential introduction of multiple mutations was also achieved, demonstrating the potential of this strategy to construct tumor progression models. Knock-in cells displayed allele-specific activation of signaling pathways and mutation-specific phenotypes different from those obtainable by ectopic oncogene expression. Profiling of a library of pharmacological agents on the mutated cells showed striking sensitivity or resistance phenotypes to pathway-targeted drugs, often matching those of tumor cells carrying equivalent cancer mutations. Thus, knock-in of single or multiple cancer alleles provides a pharmacogenomic platform for the rational design of targeted therapies.


Subject(s)
Alleles , Antineoplastic Agents/pharmacology , Gene Expression Regulation, Neoplastic/genetics , Gene Knock-In Techniques , Genes, Tumor Suppressor , Mutation , Neoplasms/drug therapy , Neoplasms/genetics , Antineoplastic Agents/therapeutic use , Cell Line , Drug Delivery Systems/methods , Drug Screening Assays, Antitumor , Humans , Models, Biological
10.
Cancer Discov ; 11(8): 1886-1895, 2021 08.
Article in English | MEDLINE | ID: mdl-33952585

ABSTRACT

Cancer is characterized by loss of the regulatory mechanisms that preserve homeostasis in multicellular organisms, such as controlled proliferation, cell-cell adhesion, and tissue differentiation. The breakdown of multicellularity rules is accompanied by activation of "selfish," unicellular-like life features, which are linked to the increased adaptability to environmental changes displayed by cancer cells. Mechanisms of stress response, resembling those observed in unicellular organisms, are actively exploited by mammalian cancer cells to boost genetic diversity and increase chances of survival under unfavorable conditions, such as lack of oxygen/nutrients or exposure to drugs. Unicellular organisms under stressful conditions (e.g., antibiotic treatment) stop replicating or slowly divide and transiently increase their mutation rates to foster diversity, a process known as adaptive mutability. Analogously, tumor cells exposed to drugs enter a persister phenotype and can reduce DNA replication fidelity, which in turn fosters genetic diversity. The implications of adaptive evolution are of relevance to understand resistance to anticancer therapies.


Subject(s)
Bacteria , Biological Evolution , Homeostasis , Neoplasms , Humans
11.
Am J Respir Cell Mol Biol ; 42(2): 250-4, 2010 Feb.
Article in English | MEDLINE | ID: mdl-19448152

ABSTRACT

Nociceptin/orphanin FQ (N/OFQ), the endogenous ligand for the N/OFQ peptide receptor (NOP), inhibits tachykinin release in the airway of several animal models. The aim of this study was to investigate the role of the N/OFQ-NOP receptor system in bronchoconstriction induced by sensory nerve activation in the isolated mouse lung. We used C57BL/6J NOP(+/+), NOP(-/-), and Balb/C mice sensitized (or not) to ovalbumin. Bronchopulmonary function coupled with measurements of endogenous N/OFQ levels before and after capsaicin-induced bronchoconstriction in the presence or absence of NOP-selective agonists/antagonists are presented. N/OFQ significantly inhibited capsaicin-induced bronchoconstriction in both naive and sensitized mice, these latter animals displaying airway hyperresponsiveness to capsaicin. The inhibitory effect of N/OFQ were not observed in NOP(-/-) mice, and were mimicked/abolished by the selective NOP agonist/antagonist University of Ferrara Peptide (UFP)-112/UFP-101 in NOP(+/+) mice. UFP-101 alone potentiated the effect of capsaicin in naive mice, but not in sensitized mice. Endogenous N/OFQ levels significantly decreased in sensitized mice relative to naive mice. We have demonstrated that a reduction in endogenous N/OFQ, or the lack of its receptor, causes an increase in capsaicin-induced bronchoconstriction, implying a role for the N/OFQ-NOP receptor system in the modulation of capsaicin effects. Moreover, for the first time, we document differential airway responsiveness to capsaicin between naive and sensitized mice due, at least in part, to decreased endogenous N/OFQ levels in sensitized mice.


Subject(s)
Bronchoconstriction/physiology , Lung/innervation , Lung/physiology , Opioid Peptides/physiology , Sensory Receptor Cells/physiology , Allergens/administration & dosage , Animals , Bronchoconstriction/drug effects , Bronchoconstriction/immunology , Capsaicin/pharmacology , In Vitro Techniques , Lung/immunology , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Mice, Knockout , Opioid Peptides/deficiency , Opioid Peptides/genetics , Ovalbumin/administration & dosage , Ovalbumin/immunology , Receptors, Opioid/physiology , Nociceptin Receptor , Nociceptin
12.
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
13.
Science ; 366(6472): 1473-1480, 2019 12 20.
Article in English | MEDLINE | ID: mdl-31699882

ABSTRACT

The emergence of drug resistance limits the efficacy of targeted therapies in human tumors. The prevalent view is that resistance is a fait accompli: when treatment is initiated, cancers already contain drug-resistant mutant cells. Bacteria exposed to antibiotics transiently increase their mutation rates (adaptive mutability), thus improving the likelihood of survival. We investigated whether human colorectal cancer (CRC) cells likewise exploit adaptive mutability to evade therapeutic pressure. We found that epidermal growth factor receptor (EGFR)/BRAF inhibition down-regulates mismatch repair (MMR) and homologous recombination DNA-repair genes and concomitantly up-regulates error-prone polymerases in drug-tolerant (persister) cells. MMR proteins were also down-regulated in patient-derived xenografts and tumor specimens during therapy. EGFR/BRAF inhibition induced DNA damage, increased mutability, and triggered microsatellite instability. Thus, like unicellular organisms, tumor cells evade therapeutic pressures by enhancing mutability.


Subject(s)
Colorectal Neoplasms/drug therapy , Colorectal Neoplasms/genetics , DNA Mismatch Repair/genetics , Drug Resistance, Neoplasm/genetics , ErbB Receptors/antagonists & inhibitors , Molecular Targeted Therapy , Mutagenesis , Proto-Oncogene Proteins B-raf/antagonists & inhibitors , Adaptation, Biological/genetics , Down-Regulation , Humans , Selection, Genetic
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.
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
16.
Article in English | MEDLINE | ID: mdl-28003276

ABSTRACT

Precision oncology relies on targeted drugs, such as kinase inhibitors, that are presently administered based on molecular profiles obtained from surgical or bioptic tissue samples. The inherent ability of human tumors to molecularly evolve in response to drug pressures represents a daunting diagnostic challenge. Circulating free DNA (cfDNA) released from primary and metastatic lesions can be used to draw molecular maps that can be continuously updated to match each tumor's evolution. We will present evidence that liquid biopsies can effectively interrogate how targeted therapies drive lesion-specific drug-resistance mechanisms. The impact of drug-induced molecular heterogeneity on subsequent lines of treatment will also be discussed.


Subject(s)
Antineoplastic Agents/therapeutic use , Neoplasms/drug therapy , Neoplasms/pathology , DNA, Neoplasm/genetics , Drug Resistance, Neoplasm/genetics , Humans , Liquid Biopsy/methods , Mutation
17.
Ann N Y Acad Sci ; 1089: 487-95, 2006 Nov.
Article in English | MEDLINE | ID: mdl-17261791

ABSTRACT

The literature on immunosenescence has focused mainly on T cell impairment. With the aim of gaining insight into B cell immunosenescence, we investigated the serum immunoglobulin levels in a cohort of 166 subjects (20-106 years). Serum IgG (and IgG subclasses) were quantified by the nephelometric technique, IgE by CAP system fluorescence enzyme immunoassay, and IgD by radial immunodiffusion (RID). There was an age-related increase of IgG and IgA; the IgG age-related increase was significant only in men, but IgG1 levels showed an age-related increase both in men and women, whereas IgG3 showed an age-related increase only in men. IgE levels remain unchanged, whereas IgD and IgM serum levels decreased with age; the IgM age-related decrease was significant only in women, likely due to the relatively small sample of aged men. Thus, in the elderly the B cell repertoire available to respond to new antigenic challenge is decreased. A lot of memory IgD- B cells are filling immunological space and the amount of naïve IgD+ B cells is dramatically decreased. This shift away from a population of predominantly naïve B cells obviously reflects the influences of cumulative exposure to foreign pathogens over time. These age-dependent B cell changes indicate that advanced age is a condition characterized by lack of clonotypic immune response to new extracellular pathogens. In any event, the increase of memory B cells and the loss of naïve B cells, as measured by serum IgD levels, could represent hallmarks of immunosenescence and could provide useful biomarkers possibly related to the life span of humans.


Subject(s)
B-Lymphocytes/immunology , Immunoglobulins/blood , Longevity/immunology , Aged , Aged, 80 and over , Biomarkers/blood , Female , Humans , Immunologic Memory , Male
18.
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
19.
Cancer Discov ; 6(2): 147-153, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26644315

ABSTRACT

UNLABELLED: How genomic heterogeneity associated with acquired resistance to targeted agents affects response to subsequent therapy is unknown. We studied EGFR blockade in colorectal cancer to assess whether tissue and liquid biopsies can be integrated with radiologic imaging to monitor the impact of individual oncogenic alterations on lesion-specific responses. Biopsy of a patient's progressing liver metastasis following prolonged response to cetuximab revealed a MEK1(K57T) mutation as a novel mechanism of acquired resistance. This lesion regressed upon treatment with panitumumab and the MEK inhibitor trametinib. In circulating tumor DNA (ctDNA), mutant MEK1 levels declined with treatment, but a previously unrecognized KRAS(Q61H) mutation was also identified that increased despite therapy. This same KRAS mutation was later found in a separate nonresponding metastasis. In summary, parallel analyses of tumor biopsies and serial ctDNA monitoring show that lesion-specific radiographic responses to subsequent targeted therapies can be driven by distinct resistance mechanisms arising within separate tumor lesions in the same patient. SIGNIFICANCE: Molecular heterogeneity ensuing from acquired resistance drives lesion-specific responses to subsequent targeted therapies. Analysis of a single-lesion biopsy is inadequate to guide selection of subsequent targeted therapies. ctDNA profiles allow the detection of concomitant resistance mechanisms residing in separate metastases and assessment of the effect of therapies designed to overcome resistance.


Subject(s)
Colorectal Neoplasms/drug therapy , Drug Resistance, Neoplasm , Liver Neoplasms/drug therapy , MAP Kinase Kinase 1/genetics , Mutation , Proto-Oncogene Proteins p21(ras)/genetics , Antibodies, Monoclonal/therapeutic use , Cell Line, Tumor , Cetuximab/therapeutic use , Colorectal Neoplasms/genetics , Colorectal Neoplasms/pathology , DNA, Neoplasm/blood , Humans , Liver Neoplasms/genetics , Liver Neoplasms/secondary , Molecular Targeted Therapy , Panitumumab , Precision Medicine , Treatment Outcome
20.
Int J Cardiol ; 102(2): 269-71, 2005 Jul 10.
Article in English | MEDLINE | ID: mdl-15982495

ABSTRACT

During atherogenesis, a critical role is played by intercellular communication via gap junctions, cell membrane channels linking the cytoplasmic compartments of adjacent cells. The component protein subunits of these channels, called connexin (Cx), belong to a multigene family. Cx37 is involved in growth, regeneration after injury and ageing of the endothelial cells, suggesting its role in atherosclerosis. The C1019 single nucleotide polymorphism (SNP) of Cx37 gene was associated with thickening of the carotid intima in Swedish men and was also associated with coronary artery disease in a Taiwanese population. On the other hand, in two more recent studies performed in male Japanese population, T1019 Cx37 SNP has shown to be a risk factor for acute myocardial infarction (AMI). In the light of these discrepant results, we have studied the frequency of this SNP in a very homogeneous cohort of young male people affected by AMI. We analysed 97 male Sicilian patients (mean age 40, age range 20-46) and 196 healthy male controls (mean age 39, age range 20-55) for C1019T of the Cx37. The 1019T SNP was significantly increased in the patients compared to the controls (43.8% vs. 34.4%; p=0.03 by chi2 test with Yates' correction; odds ratio (OR) 1.5, (1.0-2.1) 95% confidence interval (CI)). The present case control study performed in a homogeneous Caucasoid population confirms the Japanese results that T SNP of Cx37 gene is involved in AMI phenotype, demonstrating the consistency of the association across past studies and across different populations. The differences between patients and controls are significant but relatively small with an odd ratio risk of 1.5. However, as AMI is a multifactorial disease, any single mutation will only provide a small or modest contribution to risk, also depending on interaction with other genes and/or a particular environment.


Subject(s)
Connexins/genetics , DNA/genetics , Myocardial Infarction/genetics , Polymorphism, Single Nucleotide , Adult , Connexins/blood , Gene Frequency , Genetic Markers , Genotype , Humans , Incidence , Male , Middle Aged , Myocardial Infarction/blood , Myocardial Infarction/epidemiology , Odds Ratio , Phenotype , Polymerase Chain Reaction , Retrospective Studies , Risk Factors , Sicily/epidemiology , Gap Junction alpha-4 Protein
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