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1.
Nat Genet ; 53(9): 1334-1347, 2021 09.
Article de Anglais | MEDLINE | ID: mdl-34493872

RÉSUMÉ

Breast cancers are complex cellular ecosystems where heterotypic interactions play central roles in disease progression and response to therapy. However, our knowledge of their cellular composition and organization is limited. Here we present a single-cell and spatially resolved transcriptomics analysis of human breast cancers. We developed a single-cell method of intrinsic subtype classification (SCSubtype) to reveal recurrent neoplastic cell heterogeneity. Immunophenotyping using cellular indexing of transcriptomes and epitopes by sequencing (CITE-seq) provides high-resolution immune profiles, including new PD-L1/PD-L2+ macrophage populations associated with clinical outcome. Mesenchymal cells displayed diverse functions and cell-surface protein expression through differentiation within three major lineages. Stromal-immune niches were spatially organized in tumors, offering insights into antitumor immune regulation. Using single-cell signatures, we deconvoluted large breast cancer cohorts to stratify them into nine clusters, termed 'ecotypes', with unique cellular compositions and clinical outcomes. This study provides a comprehensive transcriptional atlas of the cellular architecture of breast cancer.


Sujet(s)
Tumeurs du sein/génétique , Tumeurs du sein/anatomopathologie , Analyse sur cellule unique , Transcriptome/génétique , Lymphocytes B/immunologie , Antigène CD274/génétique , Marqueurs biologiques tumoraux/génétique , Tumeurs du sein/immunologie , Lymphocytes T CD8+/immunologie , Cellules endothéliales/métabolisme , Femelle , Régulation de l'expression des gènes tumoraux/génétique , Humains , Macrophages/cytologie , Macrophages/immunologie , Protéines membranaires/génétique , Cellules myéloïdes/immunologie , Cellules myéloïdes/métabolisme , Analyse de séquence d'ARN , Microenvironnement tumoral , Protéines suppresseurs de tumeurs/génétique
2.
Breast Cancer Res ; 23(1): 82, 2021 08 03.
Article de Anglais | MEDLINE | ID: mdl-34344433

RÉSUMÉ

BACKGROUND: Particular breast cancer subtypes pose a clinical challenge due to limited targeted therapeutic options and/or poor responses to the existing targeted therapies. While cell lines provide useful pre-clinical models, patient-derived xenografts (PDX) and organoids (PDO) provide significant advantages, including maintenance of genetic and phenotypic heterogeneity, 3D architecture and for PDX, tumor-stroma interactions. In this study, we applied an integrated multi-omic approach across panels of breast cancer PDXs and PDOs in order to identify candidate therapeutic targets, with a major focus on specific FGFRs. METHODS: MS-based phosphoproteomics, RNAseq, WES and Western blotting were used to characterize aberrantly activated protein kinases and effects of specific FGFR inhibitors. PDX and PDO were treated with the selective tyrosine kinase inhibitors AZD4547 (FGFR1-3) and BLU9931 (FGFR4). FGFR4 expression in cancer tissue samples and PDOs was assessed by immunohistochemistry. METABRIC and TCGA datasets were interrogated to identify specific FGFR alterations and their association with breast cancer subtype and patient survival. RESULTS: Phosphoproteomic profiling across 18 triple-negative breast cancers (TNBC) and 1 luminal B PDX revealed considerable heterogeneity in kinase activation, but 1/3 of PDX exhibited enhanced phosphorylation of FGFR1, FGFR2 or FGFR4. One TNBC PDX with high FGFR2 activation was exquisitely sensitive to AZD4547. Integrated 'omic analysis revealed a novel FGFR2-SKI fusion that comprised the majority of FGFR2 joined to the C-terminal region of SKI containing the coiled-coil domains. High FGFR4 phosphorylation characterized a luminal B PDX model and treatment with BLU9931 significantly decreased tumor growth. Phosphoproteomic and transcriptomic analyses confirmed on-target action of the two anti-FGFR drugs and also revealed novel effects on the spliceosome, metabolism and extracellular matrix (AZD4547) and RIG-I-like and NOD-like receptor signaling (BLU9931). Interrogation of public datasets revealed FGFR2 amplification, fusion or mutation in TNBC and other breast cancer subtypes, while FGFR4 overexpression and amplification occurred in all breast cancer subtypes and were associated with poor prognosis. Characterization of a PDO panel identified a luminal A PDO with high FGFR4 expression that was sensitive to BLU9931 treatment, further highlighting FGFR4 as a potential therapeutic target. CONCLUSIONS: This work highlights how patient-derived models of human breast cancer provide powerful platforms for therapeutic target identification and analysis of drug action, and also the potential of specific FGFRs, including FGFR4, as targets for precision treatment.


Sujet(s)
Tumeurs du sein/traitement médicamenteux , Modèles biologiques , Inhibiteurs de protéines kinases/usage thérapeutique , Récepteur facteur croissance fibroblaste/antagonistes et inhibiteurs , Animaux , Tumeurs du sein/génétique , Tumeurs du sein/métabolisme , Tumeurs du sein/anatomopathologie , Protéines de liaison à l'ADN/génétique , Humains , Souris , Thérapie moléculaire ciblée , Mutation , Organoïdes/effets des médicaments et des substances chimiques , Organoïdes/métabolisme , Phosphorylation , Médecine de précision , Inhibiteurs de protéines kinases/pharmacologie , Protéines proto-oncogènes/génétique , Récepteur facteur croissance fibroblaste/génétique , Récepteur facteur croissance fibroblaste/métabolisme , Tumeurs du sein triple-négatives/traitement médicamenteux , Tumeurs du sein triple-négatives/génétique , Tumeurs du sein triple-négatives/métabolisme , Tumeurs du sein triple-négatives/anatomopathologie , Tests d'activité antitumorale sur modèle de xénogreffe
3.
Genome Med ; 13(1): 81, 2021 05 10.
Article de Anglais | MEDLINE | ID: mdl-33971952

RÉSUMÉ

BACKGROUND: High throughput single-cell RNA sequencing (scRNA-Seq) has emerged as a powerful tool for exploring cellular heterogeneity among complex human cancers. scRNA-Seq studies using fresh human surgical tissue are logistically difficult, preclude histopathological triage of samples, and limit the ability to perform batch processing. This hindrance can often introduce technical biases when integrating patient datasets and increase experimental costs. Although tissue preservation methods have been previously explored to address such issues, it is yet to be examined on complex human tissues, such as solid cancers and on high throughput scRNA-Seq platforms. METHODS: Using the Chromium 10X platform, we sequenced a total of ~ 120,000 cells from fresh and cryopreserved replicates across three primary breast cancers, two primary prostate cancers and a cutaneous melanoma. We performed detailed analyses between cells from each condition to assess the effects of cryopreservation on cellular heterogeneity, cell quality, clustering and the identification of gene ontologies. In addition, we performed single-cell immunophenotyping using CITE-Seq on a single breast cancer sample cryopreserved as solid tissue fragments. RESULTS: Tumour heterogeneity identified from fresh tissues was largely conserved in cryopreserved replicates. We show that sequencing of single cells prepared from cryopreserved tissue fragments or from cryopreserved cell suspensions is comparable to sequenced cells prepared from fresh tissue, with cryopreserved cell suspensions displaying higher correlations with fresh tissue in gene expression. We showed that cryopreservation had minimal impacts on the results of downstream analyses such as biological pathway enrichment. For some tumours, cryopreservation modestly increased cell stress signatures compared to freshly analysed tissue. Further, we demonstrate the advantage of cryopreserving whole-cells for detecting cell-surface proteins using CITE-Seq, which is impossible using other preservation methods such as single nuclei-sequencing. CONCLUSIONS: We show that the viable cryopreservation of human cancers provides high-quality single-cells for multi-omics analysis. Our study guides new experimental designs for tissue biobanking for future clinical single-cell RNA sequencing studies.


Sujet(s)
Biobanques , Cryoconservation , Génomique , Tumeurs/diagnostic , Analyse sur cellule unique , Marqueurs biologiques tumoraux , Cryoconservation/méthodes , Cryoconservation/normes , Analyse de profil d'expression de gènes/méthodes , Régulation de l'expression des gènes , Génomique/méthodes , Séquençage nucléotidique à haut débit , Humains , Immunophénotypage , Tumeurs/étiologie , Spécificité d'organe/génétique , Analyse de séquence d'ARN/méthodes , Transduction du signal , Analyse sur cellule unique/méthodes
4.
JCO Oncol Pract ; 17(6): e774-e784, 2021 06.
Article de Anglais | MEDLINE | ID: mdl-33571035

RÉSUMÉ

PURPOSE: Fear of cancer recurrence (FCR) affects 50%-70% of cancer survivors. This multicenter, single-arm study sought to determine the participant-rated usefulness of an oncologist-delivered FCR intervention. METHODS: Women who completed treatment for early breast cancer (could be receiving endocrine therapy) with baseline FCR > 0 were invited to participate. FCR was measured using a validated 42-item FCR Inventory. The brief oncologist-delivered intervention entailed (1) FCR normalization; (2) provision of personalized prognostic information; (3) recurrence symptoms education, (4) advice on managing worry, and (5) referral to psycho-oncologist if FCR was high. FCR, depression, and anxiety were assessed preintervention (T0), at 1 week (T1), and 3 months (T2) postintervention. The primary outcome was participant-rated usefulness. Secondary outcomes included feasibility and efficacy. RESULTS: Five oncologists delivered the intervention to 61/255 women invited. Mean age was 58 ± 12 years. Mean time since breast cancer diagnosis was 2.5 ± 1.3 years. Forty-three women (71%) were on adjuvant endocrine therapy. Of 58 women who completed T1 assessment, 56 (97%) found the intervention to be useful. FCR severity decreased significantly at T1 (F = 18.5, effect size = 0.39, P < .0001) and T2 (F = 24, effect size = 0.68, P < .0001) compared with baseline. There were no changes in unmet need or depression or anxiety. Mean consultation length was 22 minutes (range, 7-47 minutes), and mean intervention length was 8 minutes (range, 2-20 minutes). The intervention was perceived as useful and feasible by oncologists. CONCLUSION: A brief oncologist-delivered intervention to address FCR is useful and feasible, and has preliminary efficacy in reducing FCR. Plans for a cluster randomized trial are underway.


Sujet(s)
Tumeurs du sein , Survivants du cancer , Troubles phobiques , Sujet âgé , Tumeurs du sein/thérapie , Peur , Femelle , Humains , Adulte d'âge moyen , Récidive tumorale locale
5.
EMBO J ; 39(19): e104063, 2020 10 01.
Article de Anglais | MEDLINE | ID: mdl-32790115

RÉSUMÉ

The tumour stroma regulates nearly all stages of carcinogenesis. Stromal heterogeneity in human triple-negative breast cancers (TNBCs) remains poorly understood, limiting the development of stromal-targeted therapies. Single-cell RNA sequencing of five TNBCs revealed two cancer-associated fibroblast (CAF) and two perivascular-like (PVL) subpopulations. CAFs clustered into two states: the first with features of myofibroblasts and the second characterised by high expression of growth factors and immunomodulatory molecules. PVL cells clustered into two states consistent with a differentiated and immature phenotype. We showed that these stromal states have distinct morphologies, spatial relationships and functional properties in regulating the extracellular matrix. Using cell signalling predictions, we provide evidence that stromal-immune crosstalk acts via a diverse array of immunoregulatory molecules. Importantly, the investigation of gene signatures from inflammatory-CAFs and differentiated-PVL cells in independent TNBC patient cohorts revealed strong associations with cytotoxic T-cell dysfunction and exclusion, respectively. Such insights present promising candidates to further investigate for new therapeutic strategies in the treatment of TNBCs.


Sujet(s)
Tumeurs du sein triple-négatives/immunologie , Échappement de la tumeur à la surveillance immunitaire , Matrice extracellulaire/immunologie , Matrice extracellulaire/anatomopathologie , Femelle , Humains , RNA-Seq , Cellules stromales/immunologie , Cellules stromales/anatomopathologie , Lymphocytes T cytotoxiques/immunologie , Lymphocytes T cytotoxiques/anatomopathologie , Tumeurs du sein triple-négatives/anatomopathologie
6.
Nat Commun ; 9(1): 2897, 2018 07 24.
Article de Anglais | MEDLINE | ID: mdl-30042390

RÉSUMÉ

The cellular and molecular basis of stromal cell recruitment, activation and crosstalk in carcinomas is poorly understood, limiting the development of targeted anti-stromal therapies. In mouse models of triple negative breast cancer (TNBC), Hedgehog ligand produced by neoplastic cells reprograms cancer-associated fibroblasts (CAFs) to provide a supportive niche for the acquisition of a chemo-resistant, cancer stem cell (CSC) phenotype via FGF5 expression and production of fibrillar collagen. Stromal treatment of patient-derived xenografts with smoothened inhibitors (SMOi) downregulates CSC markers expression and sensitizes tumors to docetaxel, leading to markedly improved survival and reduced metastatic burden. In the phase I clinical trial EDALINE, 3 of 12 patients with metastatic TNBC derived clinical benefit from combination therapy with the SMOi Sonidegib and docetaxel chemotherapy, with one patient experiencing a complete response. These studies identify Hedgehog signaling to CAFs as a novel mediator of CSC plasticity and an exciting new therapeutic target in TNBC.


Sujet(s)
Protocoles de polychimiothérapie antinéoplasique/usage thérapeutique , Résistance aux médicaments antinéoplasiques/effets des médicaments et des substances chimiques , Cellules souches tumorales/effets des médicaments et des substances chimiques , Tumeurs du sein triple-négatives/traitement médicamenteux , Adulte , Sujet âgé , Anilides/administration et posologie , Animaux , Dérivés du biphényle/administration et posologie , Lignée cellulaire tumorale , Docetaxel/administration et posologie , Femelle , Humains , Souris de lignée NOD , Souris knockout , Souris SCID , Adulte d'âge moyen , Cellules souches tumorales/métabolisme , Pyridines/administration et posologie , Résultat thérapeutique , Tumeurs du sein triple-négatives/génétique , Tumeurs du sein triple-négatives/métabolisme , Tests d'activité antitumorale sur modèle de xénogreffe
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