14 research outputs found
An HIF-1α/VEGF-A Axis in Cytotoxic T Cells Regulates Tumor Progression.
Cytotoxic T cells infiltrating tumors are thought to utilize HIF transcription factors during adaptation to the hypoxic tumor microenvironment. Deletion analyses of the two key HIF isoforms found that HIF-1α, but not HIF-2α, was essential for the effector state in CD8+ T cells. Furthermore, loss of HIF-1α in CD8+ T cells reduced tumor infiltration and tumor cell killing, and altered tumor vascularization. Deletion of VEGF-A, an HIF target gene, in CD8+ T cells accelerated tumorigenesis while also altering vascularization. Analyses of human breast cancer showed inverse correlations between VEGF-A expression and CD8+ T cell infiltration, and a link between T cell infiltration and vascularization. These data demonstrate that the HIF-1α/VEGF-A axis is an essential aspect of tumor immunity
Prognostic implications of PD-L1 expression in breast cancer: Systematic review and meta-analysis of immunohistochemistry and pooled analysis of transcriptomic data
Purpose: Conflicting data have been reported on the prognostic value of PD-L1 protein and gene expression in breast cancer. Experimental Design: Medline, Embase, Cochrane Library, and Web of Science Core Collection were searched, and data were extracted independently by two researchers. Outcomes included pooled PD-L1 protein positivity in tumor cells, immune cells, or both, per subtype and per antibody used, and its prognostic value for disease-free and overall survival. A pooled gene expression analysis of 39 publicly available transcriptomic datasets was also performed. Results: Of the initial 4,184 entries, 38 retrospective studies fulfilled the predefined inclusion criteria. The overall pooled PD-L1 protein positivity rate was 24% (95% CI, 15%-33%) in tumor cells and 33% (95% CI, 14%- 56%) in immune cells. PD-L1 protein expression in tumor cells was prognostic for shorter overall survival (HR, 1.63; 95% CI, 1.07-2.46; P = 0.02); there was significant heterogeneity (I2 = 80%, Pheterogeneity < 0.001). In addition, higher PD-L1 gene expression predicted better survival in multivariate analysis in the entire population (HR, 0.82; 95% CI, 0.74- 0.90; P < 0.001 for OS) and in basal-like tumors (HR, 0.64; 95% CI, 0.52-0.80; P < 0.001 for OS; Pinteraction 0.005). Conclusions: The largest to our knowledge meta-analysis on the subject informs on PD-L1 protein positivity rates and its prognostic value in breast cancer. Standardization is needed prior to routine implementation. PD-L1 gene expression is a promising prognostic factor, especially in basal-like breast cancer. Discrepant prognostic information might be related to PD-L1 gene expression in the stroma.SCOPUS: ar.jinfo:eu-repo/semantics/publishe
Scripts for: Breast cancer patient-derived whole-tumor cell culture model for efficient drug profiling and treatment response prediction
Description
This record includes scripts to reproduce the WGS and RNA-seq analysis as part of the study “Breast cancer patient-derived whole-tumor cell culture model for efficient drug profiling and treatment response prediction" by Chen et al., 2022.Â
WGS scripts
This script collection includes scripts to reproduce the WGS analysis as part of the study by Chen et al., 2022. It processes the outputs from Strelka/Mutect2 for somatic SNV calling and from Control-FREEC for somatic Copy Number Alteration (CNA) calling. Inputs the results of the somatic SNV and CNA calling, and outputs several informative plots. Further details are available in the Materials & Methods part of Chen et al., 2022 and in the corresponding README file.
RNA-seq R project
This script collection includes scripts to reproduce the RNA-seq analysis as part of the study by Chen et al., 2022. It is bundled as an R project. It performs quality control of the ex-vivo model of breast cancer, analyses 4OHT/NDT induced changes, and explores individual patients (as model for precision/personalized medicine). Further details are available in the Materials & Methods part of Chen et al., 2022 and in the corresponding README file.</p
A minority-group of renal cell cancer patients with high infiltration of CD20+B-cells is associated with poor prognosis
Background: The role of B-lymphocytes in solid tumours is unclear. Tumour biology studies have implied both anti- and pro-tumoural effects and prognostic studies have mainly linked B-cells to increased survival. This study aimed to analyse the clinical relevance of B-lymphocytes in renal cell cancer (RCC), where information on the prognostic impact is lacking. Methods: Following immunohistochemistry (IHC) stainings with a CD20 antibody, density of CD20+ B-cells was quantified in an RCC discovery- and validation cohort. Associations of B-cell infiltration, determined by CD20 expression or a B-cell gene-signature, and survival was also analysed in 14 publicly available gene expression datasets of cancer, including the kidney clear cell carcinoma (KIRC) dataset. Results: IHC analyses of the discovery cohort identified a previously unrecognised subgroup of RCC patients with high infiltration of CD20+ B-cells. The B-cell-high subgroup displayed significantly shorter survival according to uni- and multi-variable analyses. The association between poor prognosis and high density of CD20+ B-cells was confirmed in the validation cohort. Analyses of the KIRC gene expression dataset using the B-cell signature confirmed findings from IHC analyses. Analyses of other gene expression datasets, representing 13 different tumour types, indicated that the poor survival-association of B-cells occurred selectively in RCC. Conclusion: This exploratory study identifies a previously unrecognised poor-prognosis subset of RCC with high density of CD20-defined B-cells
PD-1 protein and gene expression as prognostic factors in early breast cancer
Background There is a paucity of data on the prognostic value of programmed cell death protein 1 (PD-1) protein and gene expression in early breast cancer (BC) and the present study's aim was to comprehensively investigate it. Methods The study consisted of three parts: a correlative analysis of PD-1 protein and gene expression from an original patient cohort of 564 patients with early BC; a systematic review and trial-level meta-analysis on the association between PD-1 protein expression and disease-free survival/overall survival (OS) in early BC; and a pooled gene expression analysis from publicly available transcriptomic datasets regarding PDCD1 expression. Results In the study cohort, PD-1 protein, but not gene expression, was associated with improved OS (HR adj =0.73, 95% CI 0.55 to 0.97, p=0.027 and HR adj =0.88, 95% CI 0.68 to 1.13, p=0.312, respectively). In the trial-level meta-analysis, PD-1 protein expression was not found to be statistically significantly associated with outcomes in the overall population. Finally, in the pooled gene expression analysis, higher PDCD1 expression was associated with better OS in multivariable analysis in the entire population (HR adj =0.89, 95% CI 0.80 to 0.99, p=0.025) and in basal-like tumours. Conclusions PD-1 protein and gene expression seem to be promising prognostic factors in early BC. Standardisation of detection and assessment methods is of utmost importance.SCOPUS: ar.jinfo:eu-repo/semantics/publishe
Dynamic evaluation of the immune infiltrate and immune function genes as predictive markers for neoadjuvant chemotherapy in hormone receptor positive, HER2 negative breast cancer
Gene expression (GE) signatures and Tumor Infiltrating Lymphocytes (TIL) enumeration are predictive for response to neoadjuvant chemotherapy in HR- and in HER2+ breast cancer, but data are conflicting in HR+/HER2- disease. This study aimed to explore their predictive value in this subset, measured both at baseline and after short exposure to chemotherapy. Specifically, the PROMIX phase 2 trial enrolled patients with locally advanced HER2- BC to receive six cycles of epirubicin and docetaxel, plus bevacizumab during cycles 3–6. Patients underwent tumor biopsies at baseline and after cycle 2 for GE profiling and enumeration of TIL, FOXP3+ T-cells and CD163+ macrophages. An immune related gene module and the quantification of the immune infiltrate were analyzed for association with pathologic complete response (pCR), decrease in tumor size and disease-free survival (DFS). Of the 150 patients enrolled in PROMIX, 113 were HR+/HER2-. Baseline GE and immune cell enumeration data were available from 71 patients, while data after 2 cycles of chemotherapy were available from 41. At baseline, only GE was statistically significantly associated with higher pCR rates (OR 2.29, 95% CI 1.05–5.38, p = 0.037) and decrease in tumor size (r = 0.25, p = 0.047). In contrast, longitudinal data indicate that both GE (r = 0.54, p<0.001) and TIL abundance (p = 0.009) are stronger predictors for the reduction of tumor size, while low FOXP3+ was statistically significantly associated with an improved DFS (p = 0.027). In conclusion, GE analysis, TIL and FOXP3+ enumeration after short-term exposure to chemotherapy carry important predictive information in HR+/HER2- breast cancer at the neoadjuvant setting.
A Novel ACKR2-Dependent Role of Fibroblast- Derived CXCL14 in Epithelial-to-Mesenchymal Transition and Metastasis of Breast Cancer
peer reviewedPurpose: Fibroblasts expressing the orphan chemokine
CXCL14 have been previously shown to associate with poor
breast cancer prognosis and promote cancer growth. This study
explores the mechanism underlying the poor survival associations
of stromal CXCL14.
Experimental Design: Tumor cell epithelial-to-mesenchymal
transition (EMT), invasion, and metastasis were studied in in
vitro and in vivo models together with fibroblasts overexpressing
CXCL14. An approach for CXCL14 receptor identification
included loss-of-function studies followed by molecular and
functional endpoints. The clinical relevance was further
explored in publicly available gene expression datasets.
Results: CXCL14 fibroblasts stimulated breast cancer EMT,
migration, and invasion in breast cancer cells and in a xenograft
model. Furthermore, tumor cells primed by CXCL14
fibroblasts displayed enhanced lung colonization after tail-vein
injection. By loss-of function experiments, the atypical
G-protein–coupled receptor ACKR2 was identified to mediate
CXCL14-stimulated responses. Downregulation of ACKR2, or
CXCL14-induced NOS1, attenuated the pro-EMT and migratory
capacity. CXCL14/ACKR2 expression correlated with EMT
and survival in gene expression datasets.
Conclusions: Collectively, the findings imply an autocrine
fibroblast CXCL14/ACKR2 pathway as a clinically relevant stimulator
of EMT, tumor cell invasion, and metastasis. The study
also identifies ACKR2 as a novel mediator for CXCL14 function
and thereby defines a pathway with drug target potential