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1.
Adv Sci (Weinh) ; 11(20): e2307129, 2024 May.
Article in English | MEDLINE | ID: mdl-38493497

ABSTRACT

Recently mapped transcriptomic landscapes reveal the extent of heterogeneity in cancer-associated fibroblasts (CAFs) beyond previously established single-gene markers. Functional analyses of individual CAF subsets within the tumor microenvironment are critical to develop more accurate CAF-targeting therapeutic strategies. However, there is a lack of robust preclinical models that reflect this heterogeneity in vitro. In this study, single-cell RNA sequencing datasets acquired from head and neck squamous cell carcinoma tissues to predict microenvironmental and cellular features governing individual CAF subsets are leveraged. Some of these features are then incorporated into a tunable hyaluronan-based hydrogel system to culture patient-derived CAFs. Control over hydrogel degradability and integrin adhesiveness enabled derivation of the predominant myofibroblastic and inflammatory CAF subsets, as shown through changes in cell morphology and transcriptomic profiles. Last, using these hydrogel-cultured CAFs, microtubule dynamics are identified, but not actomyosin contractility, as a key mediator of CAF plasticity. The recapitulation of CAF heterogeneity in vitro using defined hydrogels presents unique opportunities for advancing the understanding of CAF biology and evaluation of CAF-targeting therapeutics.


Subject(s)
Cancer-Associated Fibroblasts , Hydrogels , Tumor Microenvironment , Hydrogels/chemistry , Humans , Tumor Microenvironment/genetics , Cancer-Associated Fibroblasts/metabolism , Cancer-Associated Fibroblasts/pathology , Bioengineering/methods , Head and Neck Neoplasms/genetics , Head and Neck Neoplasms/pathology , Head and Neck Neoplasms/metabolism
2.
Nat Commun ; 14(1): 2781, 2023 05 15.
Article in English | MEDLINE | ID: mdl-37188668

ABSTRACT

Single-agent checkpoint inhibitor (CPI) activity in Epstein-Barr Virus (EBV) related nasopharyngeal carcinoma (NPC) is limited. Dual CPI shows increased activity in solid cancers. In this single-arm phase II trial (NCT03097939), 40 patients with recurrent/metastatic EBV-positive NPC who failed prior chemotherapy receive nivolumab 3 mg/kg every 2 weeks and ipilimumab 1 mg/kg every 6 weeks. Primary outcome of best overall response rate (BOR) and secondary outcomes (progression-free survival [PFS], clinical benefit rate, adverse events, duration of response, time to progression, overall survival [OS]) are reported. The BOR is 38% with median PFS and OS of 5.3 and 19.5 months, respectively. This regimen is well-tolerated and treatment-related adverse events requiring discontinuation are low. Biomarker analysis shows no correlation of outcomes to PD-L1 expression or tumor mutation burden. While the BOR does not meet pre-planned estimates, patients with low plasma EBV-DNA titre (<7800 IU/ml) trend to better response and PFS. Deep immunophenotyping of pre- and on-treatment tumor biopsies demonstrate early activation of the adaptive immune response, with T-cell cytotoxicity seen in responders prior to any clinically evident response. Immune-subpopulation profiling also identifies specific PD-1 and CTLA-4 expressing CD8 subpopulations that predict for response to combined immune checkpoint blockade in NPC.


Subject(s)
Epstein-Barr Virus Infections , Nasopharyngeal Neoplasms , Humans , Nasopharyngeal Carcinoma/pathology , Herpesvirus 4, Human/genetics , Programmed Cell Death 1 Receptor , CTLA-4 Antigen , Neoplasm Recurrence, Local/drug therapy , Treatment Outcome , Nasopharyngeal Neoplasms/pathology , Antineoplastic Combined Chemotherapy Protocols
3.
Nat Commun ; 14(1): 1680, 2023 03 27.
Article in English | MEDLINE | ID: mdl-36973261

ABSTRACT

Profiling tumors at single-cell resolution provides an opportunity to understand complexities underpinning lymph-node metastases in head and neck squamous-cell carcinoma. Single-cell RNAseq (scRNAseq) analysis of cancer-cell trajectories identifies a subpopulation of pre-metastatic cells, driven by actionable pathways including AXL and AURK. Blocking these two proteins blunts tumor invasion in patient-derived cultures. Furthermore, scRNAseq analyses of tumor-infiltrating CD8 + T-lymphocytes show two distinct trajectories to T-cell dysfunction, corroborated by their clonal architecture based on single-cell T-cell receptor sequencing. By determining key modulators of these trajectories, followed by validation using external datasets and functional experiments, we uncover a role for SOX4 in mediating T-cell exhaustion. Finally, interactome analyses between pre-metastatic tumor cells and CD8 + T-lymphocytes uncover a putative role for the Midkine pathway in immune-modulation and this is confirmed by scRNAseq of tumors from humanized mice. Aside from specific findings, this study demonstrates the importance of tumor heterogeneity analyses in identifying key vulnerabilities during early metastasis.


Subject(s)
Carcinoma, Squamous Cell , Head and Neck Neoplasms , Mice , Animals , Carcinoma, Squamous Cell/pathology , Immune Evasion , Head and Neck Neoplasms/pathology , Squamous Cell Carcinoma of Head and Neck/pathology , CD8-Positive T-Lymphocytes , Lymphocytes, Tumor-Infiltrating
5.
NAR Genom Bioinform ; 4(1): lqac018, 2022 Mar.
Article in English | MEDLINE | ID: mdl-35265837

ABSTRACT

Living organisms are continuously challenged by changes in their environment that can propagate to stresses at the cellular level, such as rapid changes in osmolarity or oxygen tension. To survive these sudden changes, cells have developed stress-responsive mechanisms that tune cellular processes. The response of Saccharomyces cerevisiae to osmostress includes a massive reprogramming of gene expression. Identifying the inherent features of stress-responsive genes is of significant interest for understanding the basic principles underlying the rewiring of gene expression upon stress. Here, we generated a comprehensive catalog of osmostress-responsive genes from 5 independent RNA-seq experiments. We explored 30 features of yeast genes and found that 25 (83%) were distinct in osmostress-responsive genes. We then identified 13 non-redundant minimal osmostress gene traits and used statistical modeling to rank the most stress-predictive features. Intriguingly, the most relevant features of osmostress-responsive genes are the number of transcription factors targeting them and gene conservation. Using data on HeLa samples, we showed that the same features that define yeast osmostress-responsive genes can predict osmostress-responsive genes in humans, but with changes in the rank-ordering of feature-importance. Our study provides a holistic understanding of the basic principles of the regulation of stress-responsive gene expression across eukaryotes.

6.
Nat Commun ; 13(1): 208, 2022 01 11.
Article in English | MEDLINE | ID: mdl-35017538

ABSTRACT

Cancer is often called a disease of aging. There are numerous ways in which cancer epidemiology and behaviour change with the age of the patient. The molecular bases for these relationships remain largely underexplored. To characterise them, we analyse age-associations in the nuclear and mitochondrial somatic mutational landscape of 20,033 tumours across 35 tumour-types. Age influences both the number of mutations in a tumour (0.077 mutations per megabase per year) and their evolutionary timing. Specific mutational signatures are associated with age, reflecting differences in exogenous and endogenous oncogenic processes such as a greater influence of tobacco use in the tumours of younger patients, but higher activity of DNA damage repair signatures in those of older patients. We find that known cancer driver genes such as CDKN2A and CREBBP are mutated in age-associated frequencies, and these alter the transcriptome and predict for clinical outcomes. These effects are most striking in brain cancers where alterations like SUFU loss and ATRX mutation are age-dependent prognostic biomarkers. Using three cancer datasets, we show that age shapes the somatic mutational landscape of cancer, with clinical implications.


Subject(s)
Aging/genetics , CREB-Binding Protein/genetics , Cyclin-Dependent Kinase Inhibitor p16/genetics , DNA Repair , DNA, Neoplasm/genetics , Neoplasm Proteins/genetics , Neoplasms/genetics , Age Factors , Aging/metabolism , CREB-Binding Protein/metabolism , Carcinogenesis/genetics , Carcinogenesis/metabolism , Carcinogenesis/pathology , Cell Line, Tumor , Cell Nucleus/metabolism , Cyclin-Dependent Kinase Inhibitor p16/metabolism , DNA, Neoplasm/metabolism , Datasets as Topic , Female , Gene Expression Regulation, Neoplastic , Humans , Male , Mitochondria/metabolism , Mutation Rate , Neoplasm Proteins/metabolism , Neoplasms/classification , Neoplasms/metabolism , Neoplasms/pathology , Repressor Proteins/deficiency , Repressor Proteins/genetics , Smoking/genetics , Smoking/metabolism , Transcriptome , X-linked Nuclear Protein/genetics , X-linked Nuclear Protein/metabolism
7.
Nat Commun ; 11(1): 4330, 2020 08 28.
Article in English | MEDLINE | ID: mdl-32859912

ABSTRACT

Sex differences have been observed in multiple facets of cancer epidemiology, treatment and biology, and in most cancers outside the sex organs. Efforts to link these clinical differences to specific molecular features have focused on somatic mutations within the coding regions of the genome. Here we report a pan-cancer analysis of sex differences in whole genomes of 1983 tumours of 28 subtypes as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium. We both confirm the results of exome studies, and also uncover previously undescribed sex differences. These include sex-biases in coding and non-coding cancer drivers, mutation prevalence and strikingly, in mutational signatures related to underlying mutational processes. These results underline the pervasiveness of molecular sex differences and strengthen the call for increased consideration of sex in molecular cancer research.


Subject(s)
Mutation , Neoplasms/genetics , Oncogenes/genetics , Sex Characteristics , Chromosomal Instability , Exome , Female , Genome, Human , Genomic Instability , Humans , Logistic Models , Male , Open Reading Frames , beta Catenin/genetics
8.
Nat Commun ; 11(1): 737, 2020 02 05.
Article in English | MEDLINE | ID: mdl-32024819

ABSTRACT

Many primary tumours have low levels of molecular oxygen (hypoxia), and hypoxic tumours respond poorly to therapy. Pan-cancer molecular hallmarks of tumour hypoxia remain poorly understood, with limited comprehension of its associations with specific mutational processes, non-coding driver genes and evolutionary features. Here, as part of the ICGC/TCGA Pan-Cancer Analysis of Whole Genomes (PCAWG) Consortium, which aggregated whole genome sequencing data from 2658 cancers across 38 tumour types, we quantify hypoxia in 1188 tumours spanning 27 cancer types. Elevated hypoxia associates with increased mutational load across cancer types, irrespective of underlying mutational class. The proportion of mutations attributed to several mutational signatures of unknown aetiology directly associates with the level of hypoxia, suggesting underlying mutational processes for these signatures. At the gene level, driver mutations in TP53, MYC and PTEN are enriched in hypoxic tumours, and mutations in PTEN interact with hypoxia to direct tumour evolutionary trajectories. Overall, hypoxia plays a critical role in shaping the genomic and evolutionary landscapes of cancer.


Subject(s)
Mutation , Neoplasms/genetics , Tumor Hypoxia/genetics , Cell Hypoxia/genetics , Genes, myc , Genome, Human , Genomic Structural Variation , Humans , Neoplasms/pathology , PTEN Phosphohydrolase/genetics , Polymorphism, Single Nucleotide , Tumor Microenvironment/genetics , Tumor Suppressor Protein p53/genetics , Whole Genome Sequencing
9.
Cancer Res ; 78(19): 5527-5537, 2018 10 01.
Article in English | MEDLINE | ID: mdl-30275052

ABSTRACT

Cancer differs significantly between men and women; even after adjusting for known epidemiologic risk factors, the sexes differ in incidence, outcome, and response to therapy. These differences occur in many but not all tumor types, and their origins remain largely unknown. Here, we compare somatic mutation profiles between tumors arising in men and in women. We discovered large differences in mutation density and sex biases in the frequency of mutation of specific genes; these differences may be associated with sex biases in DNA mismatch repair genes or microsatellite instability. Sex-biased genes include well-known drivers of cancer such as ß-catenin and BAP1 Sex influenced biomarkers of patient outcome, where different genes were associated with tumor aggression in each sex. These data call for increased study and consideration of the molecular role of sex in cancer etiology, progression, treatment, and personalized therapy.Significance: This study provides a comprehensive catalog of sex differences in somatic alterations, including in cancer driver genes, which influence prognostic biomarkers that predict patient outcome after definitive local therapy. Cancer Res; 78(19); 5527-37. ©2018 AACR.


Subject(s)
Biomarkers, Tumor/genetics , Neoplasms/genetics , Sex Factors , Adult , Aged , Aged, 80 and over , DNA Mismatch Repair , DNA Mutational Analysis , Disease Progression , Female , Genome, Human , Humans , Male , Microsatellite Instability , Microsatellite Repeats , Middle Aged , Mutation , Oncogenes , Prognosis , Proportional Hazards Models , Risk Factors , Tumor Suppressor Proteins/genetics , Ubiquitin Thiolesterase/genetics , Young Adult , beta Catenin/genetics
10.
Cell ; 173(4): 1003-1013.e15, 2018 05 03.
Article in English | MEDLINE | ID: mdl-29681457

ABSTRACT

The majority of newly diagnosed prostate cancers are slow growing, with a long natural life history. Yet a subset can metastasize with lethal consequences. We reconstructed the phylogenies of 293 localized prostate tumors linked to clinical outcome data. Multiple subclones were detected in 59% of patients, and specific subclonal architectures associate with adverse clinicopathological features. Early tumor development is characterized by point mutations and deletions followed by later subclonal amplifications and changes in trinucleotide mutational signatures. Specific genes are selectively mutated prior to or following subclonal diversification, including MTOR, NKX3-1, and RB1. Patients with low-risk monoclonal tumors rarely relapse after primary therapy (7%), while those with high-risk polyclonal tumors frequently do (61%). The presence of multiple subclones in an index biopsy may be necessary, but not sufficient, for relapse of localized prostate cancer, suggesting that evolution-aware biomarkers should be studied in prospective studies of low-risk tumors suitable for active surveillance.


Subject(s)
Prostatic Neoplasms/pathology , Biomarkers, Tumor/blood , High-Throughput Nucleotide Sequencing , Homeodomain Proteins/genetics , Homeodomain Proteins/metabolism , Humans , Male , Neoplasm Grading , Neoplasm Recurrence, Local , Polymorphism, Single Nucleotide , Proportional Hazards Models , Prospective Studies , Prostatic Neoplasms/classification , Prostatic Neoplasms/genetics , Retinoblastoma Binding Proteins/genetics , Retinoblastoma Binding Proteins/metabolism , TOR Serine-Threonine Kinases/genetics , TOR Serine-Threonine Kinases/metabolism , Transcription Factors/genetics , Transcription Factors/metabolism , Ubiquitin-Protein Ligases/genetics , Ubiquitin-Protein Ligases/metabolism
11.
Nature ; 541(7637): 359-364, 2017 01 19.
Article in English | MEDLINE | ID: mdl-28068672

ABSTRACT

Prostate tumours are highly variable in their response to therapies, but clinically available prognostic factors can explain only a fraction of this heterogeneity. Here we analysed 200 whole-genome sequences and 277 additional whole-exome sequences from localized, non-indolent prostate tumours with similar clinical risk profiles, and carried out RNA and methylation analyses in a subset. These tumours had a paucity of clinically actionable single nucleotide variants, unlike those seen in metastatic disease. Rather, a significant proportion of tumours harboured recurrent non-coding aberrations, large-scale genomic rearrangements, and alterations in which an inversion repressed transcription within its boundaries. Local hypermutation events were frequent, and correlated with specific genomic profiles. Numerous molecular aberrations were prognostic for disease recurrence, including several DNA methylation events, and a signature comprised of these aberrations outperformed well-described prognostic biomarkers. We suggest that intensified treatment of genomically aggressive localized prostate cancer may improve cure rates.


Subject(s)
Genome, Human/genetics , Genomics , Mutation , Prostatic Neoplasms/genetics , Prostatic Neoplasms/pathology , Chromothripsis , DNA Copy Number Variations , DNA Methylation , Exome/genetics , Humans , Male , Neoplasm Metastasis/genetics , Prognosis , Prostatic Neoplasms, Castration-Resistant/genetics , Prostatic Neoplasms, Castration-Resistant/pathology , Recurrence
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