Gene Expression Profiles Of Biopsies Research Articles

Identification of key genes and pathways involved in abdominal aortic aneurysm initiation and progression.

The study aimed to assess the gene expression profile of biopsies obtained from the neck of human abdominal aortic aneurysm (AAA) and the main site of AAA dilatation and to investigate the molecular mechanism underlying the development of AAA. The microarray profile of GSE47472 and GSE57691 were obtained from the Gene Expression Omnibus (GEO) database. The GSE47472 was a microarray dataset of tissues from the aortic neck of AAA patients versus normal controls. The GSE57691 was a microarray dataset including the tissues from main site of AAA dilatation versus normal controls. Differentially expressed genes (DEGs) were chosen using the R package and annotated by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomics (KEGG). The hub genes were identified in the protein-protein interaction (PPI) network. 342 upregulated DEGs and 949 downregulated DEGs were obtained from GSE47472. The upregulated DEGs were mainly enriched in biological regulation (ontology: BP), the membrane (ontology: CC), and protein binding (ontology: MF), and the downregulated genes were mainly enriched in biological regulation (ontology: BP), the membrane (ontology: CC), and protein blinding (ontology: MF). In the KEGG enrichment analysis, the DEGs mainly involved glycosaminoglycan degradation, vasopressin-regulated water reabsorption, and pyruvate metabolism. The hub genes in GSE47472 mainly include VAMP8, PTPRC, DYNLL1, RPL38, RPS4X, HNRNPA1, PRMT1, TGOLN2, PA2G4, and CUL2. From GSE57691, 248 upregulated DEGs and 1120 downregulated DEGs were selected. The upregulated DEGs of GSE57691 were mainly enriched in biological regulation (ontology: BP), the membrane (ontology: CC), and protein binding (ontology: MF), and the downregulated genes were mainly enriched in metabolic process (ontology: BP), the membrane (ontology: CC), and protein blinding (ontology: MF). In the KEGG enrichment analysis, the DEGs mainly involved the mitochondrial respiratory, respiratory chain complex, and respiratory chain. RPS15A, RPS5, RPL23, RPL27A, RPS24, RPL35A, RPS4X, RPL7, RPS25, and RPL21 were identified as the hub genes. At the early stage of AAA, the current study indicated the importance of glycosaminoglycan degradation and anaerobic metabolism. We also identified several hub genes closely related to AAA (VAMP8, PTPRC, DYNLL1, etc.). At the progression of the AAA, the dysfunctional mitochondria played a critical role in AAA formation and the RPS15A, RPS5, RPL23, etc., were identified as the hub genes.

Multiplexed Immunofluorescence (IF) Analysis and Gene Expression Profiling of Biopsies from Patients with Relapsed/Refractory (R/R) Diffuse Large B Cell Lymphoma (DLBCL) Treated with Lisocabtagene Maraleucel (liso-cel) in Transcend NHL 001 Reveal Patterns of Immune Infiltration Associated with Durable Response

Background: The availability of chimeric antigen receptor (CAR)-modified T cells (CAR T) has profoundly increased therapeutic options for patients (pts) with B cell malignancies, including DLBCL. Liso-cel is an investigational, anti-CD19, defined composition, 4-1BB, CAR T cell product administered at a target dose of CD4+ and CD8+ CAR T cells. To understand tumor microenvironmental (TME) factors affecting short-term and durable responses in pts with R/R DLBCL who received liso-cel in the TRANSCEND NHL 001 study, we conducted multiplexed IF analyses of 111 DLBCL biopsies for 83 pts obtained at baseline (n=58) and approximately 11 days (D11) (n=53; 28 paired) after liso-cel infusion (NCT02631044). Methods: We employed three 5-plex IF panels, consisting of antibodies detecting (1) B cell (CD19, CD20) and T cell lineage (CD4, CD8, EGFR) markers, (2) immunosuppressive markers (CD163, FoxP3, CD73, IDO1, PD-L1), and (3) functional markers (CD3, Ki67, GZMB, PD-1, EGFR). Liso-cel expresses a truncated EGFR (EGFRt), and fluorescent anti-EGFR was used to identify CAR T cells within the tumor biopsies. We also performed bulk tumor RNA profiling for an overlapping subset of 50 baseline biopsies and 37 D11 biopsies (11 paired). We investigated the association of differences in marker densities for pts with best overall response (BOR) of complete response (CR), and progressive disease (PD). Baseline and D11 biopsy findings were correlated with early responses at ~1 month (M1) posttreatment (PD n=16; CR n=42) and durable responses at ~9 months (M9) posttreatment (PD n=76; CR n=32; 55 pts evaluated at both M1 and M9). We investigated how baseline and D11 densities, with spatial distinction between tumoral and peritumoral regions, correlated with early and durable responses. All comparisons describe differences in median densities, and have statistical significance reported with uncorrected P values assessed via the (unpaired) Wilcoxon-Mann-Whitney nonparametric test. Results: Signals in baseline biopsies that correlated with early (M1) response differed from those that correlated with durable (M9) CR. A 21% higher baseline presence of PD-1+ T cells was associated with pts who achieved early CR at M1 vs pts who had PD at M1 (P=0.007). Pts with durable CR at M9 had 39% lower baseline levels of CD163+ macrophages (P=0.019) and 270% higher levels of CD73+ cells (P=0.028) than those with PD at M9. On-treatment (D11) tumors of pts with both early and durable CR had 28% higher levels of EGFRt+ (CAR T) CD8+ T cells (P=0.022), and 810% higher EGFRt- (non-CAR T) CD4+ (but notably, not CD8+; P=0.28) T cells (P=0.009). We also investigated changes in marker densities between baseline and on-treatment (D11) biopsies, and found that pts with durable CR at M9 had decreased on-treatment B cell densities (P=0.029), and increased densities of CD8+ GZMB+, Ki67+, and/or PD-1+ CAR (P=0.001) as well as non-CAR T (P=0.017) cells. Pts with durable CR also had a 29% increase in tumor-associated CD163+ macrophages at D11 relative to baseline (P=0.033). While the accessibility of spatial arrangements and multilabeled cells from IF enables a more nuanced picture of the TME, many of the general trends described above are concordant with those observed in bulk tumor RNA sequencing. Lower baseline expression of CD163 (P=0.021) and higher expression of CD73 (P=0.054) were seen in pts with durable CR. Additionally, elevated on-treatment (D11) expression of CD3E, CD4, and liso-cel (P<0.001) supports the IF finding of greater endogenous and CAR T cell infiltration in pts who responded to treatment. Moreover, pts with a CR at M9 had increased CD163 expression measured at D11 relative to baseline (P<0.001). Conclusions: Overall, these data suggest that increased infiltration of tumor-specific CAR T cells upon initial treatment with liso-cel helped establish an active immune response, and that recruitment of additional functional endogenous (particularly CD4+) T cells correlated with durable response. Higher numbers of activated/functional T cells and lower numbers of macrophages prior to treatment also correlated with durable response to liso-cel. Thus, tumors in responders may already have had a baseline TME in which T cells could infiltrate and respond to antigen. This may have promoted the success of CAR T cell entry into tumors and the subsequent recruitment and activation of endogenous lymphocytes that support their function. Disclosures Reiss: Celgene Corporation: Employment, Equity Ownership. Do:Juno Therapeutics, a Celgene Company: Employment, Equity Ownership. Kuo:Juno Therapeutics, a Celgene Company: Employment, Equity Ownership. Gray:Celgene Corporation: Employment, Equity Ownership. Olson:Celgene Corporation: Employment, Equity Ownership. Lee:Celgene Corporation: Employment, Equity Ownership. Young:Celgene Corporation: Employment, Equity Ownership. Srinivasan:Juno Therapeutics, a Celgene Company: Employment, Equity Ownership. Gray:Celgene: Employment, Equity Ownership. Fox:Celgene Corporation: Employment, Equity Ownership. Couto:Celgene Corporation: Employment, Equity Ownership. Dubovsky:Celgene: Employment. Schmitz:Celgene Corporation: Employment, Equity Ownership. Newhall:Celgene Corporation: Employment, Equity Ownership.

Microarray analysis for delineating the gene expression in biopsies of gastrocnemius muscle of patients with chronic critical limb ischaemia compared with non-ischaemic controls.

Microarray analysis has been carried out in this pilot study to compare delineated gene expression profiles in the biopsies of skeletal muscle taken from patients with chronic critical limb ischaemia (CLI) and non-ischaemic control subjects. Biopsy of gastrocnemius muscle was obtained from six patients with unreconstructed CLI referred for surgical major amputation. As control, biopsies of six patients undergoing elective knee arthroplasty without evidence of peripheral arterial occlusive disease were taken. The differences in gene expression associated with angiogenic processes in specimens obtained from ischaemic and non-ischaemic skeletal muscle were confirmed by quantitative real-time polymerase chain reaction (PCR) analysis. Compared with non-ischaemic skeletal muscle biopsy of chronic-ischaemic skeletal muscle contained 55 significantly up-regulated and 45 down-regulated genes, out of which 64 genes had a known genetic product. Tissue samples of ischaemic muscle were characterized by increased expression of cell survival factors (e. g. tissue factor pathway inhibitor 2) in combination with reduced expression of cell proliferation effectors (e. g. microfibrillar-associated protein 5 and transferrin receptor). The expression of growth factors (e. g. early growth response 3 and chemokine receptor chemokine C-X-C motif ligand 4) which play a central role in arterial and angiogenic processes and anti-angiogenetic factors (e. g. pentraxin 3) were increased in chronic ischaemic skeletal muscle. An increased expression of extracellular matrix proteins (e. g. cysteine-rich angiogenic inducer 61) was also observed. Gene expression profiles in biopsies of gastrocnemius muscle in patients with chronic critical limb ischaemia showed an increase in pro-survival factors, extracellular matrix protein deposition, and impaired proliferation, compared with non-ischaemic controls. Further studies are required to analyse the endogenous repair mechanism.

Limited cutaneous systemic sclerosis skin demonstrates distinct molecular subsets separated by a cardiovascular development gene expression signature

BackgroundSystemic sclerosis (SSc; scleroderma) is an uncommon autoimmune rheumatic disease characterised by autoimmunity, vasculopathy and fibrosis. Gene expression profiling distinguishes scleroderma from normal skin, and can detect different subsets of disease, with potential to identify prognostic biomarkers of organ involvement or response to therapy. We have performed gene expression profiling in skin samples from patients with limited cutaneous SSc (lcSSc).MethodsTotal RNA was extracted from clinically uninvolved skin biopsies of 15 patients with lcSSc and 8 healthy controls (HC). Gene expression profiling was performed on a DNA oligonucleotide microarray chip. Differentially expressed genes (DEG) were identified using significance analysis of microarrays (SAM). Functional enrichment analysis of gene signatures was done via g:Profiler.ResultsThere were 218 DEG between lcSSc and HC samples (false discovery rate <10%): 181/218 DEG were upregulated in lcSSc samples. Hierarchical clustering of DEG suggested the presence of two separate groups of lcSSc samples: “limited 1” and “limited 2”. The limited-1 group (13 samples, 10 unique patients) showed upregulation of genes involved in cell adhesion, cardiovascular system (CVS) development, extracellular matrix and immune and inflammatory response. The CVS development signature was of particular interest as its genes showed very strong enrichment in response to wounding, response to transforming growth factor (TGF)-β and kinase cascade. Neither limited-2 samples (six samples, five unique patients) nor HC samples showed functional enrichment. There were no significant differences in demographic or clinical parameters between these two groups. These results were confirmed using a second independent cohort.ConclusionsOur study suggests the presence of molecular subsets in lcSSc based on gene expression profiling of biopsies from uninvolved skin. This may reflect important differences in pathogenesis within these patient groups. We identify differential expression of a subset of genes that relate to CVS and are enriched in fibrotic signalling. This may shed light on mechanisms of vascular disease in SSc. The enrichment in profibrotic profile suggests that dysregulated gene expression may contribute to vasculopathy and fibrosis in different disease subsets.

A novel multi-network approach reveals tissue-specific cellular modulators of fibrosis in systemic sclerosis

BackgroundSystemic sclerosis (SSc) is a multi-organ autoimmune disease characterized by skin fibrosis. Internal organ involvement is heterogeneous. It is unknown whether disease mechanisms are common across all involved affected tissues or if each manifestation has a distinct underlying pathology.MethodsWe used consensus clustering to compare gene expression profiles of biopsies from four SSc-affected tissues (skin, lung, esophagus, and peripheral blood) from patients with SSc, and the related conditions pulmonary fibrosis (PF) and pulmonary arterial hypertension, and derived a consensus disease-associate signature across all tissues. We used this signature to query tissue-specific functional genomic networks. We performed novel network analyses to contrast the skin and lung microenvironments and to assess the functional role of the inflammatory and fibrotic genes in each organ. Lastly, we tested the expression of macrophage activation state-associated gene sets for enrichment in skin and lung using a Wilcoxon rank sum test.ResultsWe identified a common pathogenic gene expression signature—an immune–fibrotic axis—indicative of pro-fibrotic macrophages (MØs) in multiple tissues (skin, lung, esophagus, and peripheral blood mononuclear cells) affected by SSc. While the co-expression of these genes is common to all tissues, the functional consequences of this upregulation differ by organ. We used this disease-associated signature to query tissue-specific functional genomic networks to identify common and tissue-specific pathologies of SSc and related conditions. In contrast to skin, in the lung-specific functional network we identify a distinct lung-resident MØ signature associated with lipid stimulation and alternative activation. In keeping with our network results, we find distinct MØ alternative activation transcriptional programs in SSc-associated PF lung and in the skin of patients with an “inflammatory” SSc gene expression signature.ConclusionsOur results suggest that the innate immune system is central to SSc disease processes but that subtle distinctions exist between tissues. Our approach provides a framework for examining molecular signatures of disease in fibrosis and autoimmune diseases and for leveraging publicly available data to understand common and tissue-specific disease processes in complex human diseases.

Abstract C72: Improving the accuracy and diagnostic power of prostate biopsy for African American patients: The Birmingham Alabama Prostate Cancer (BAPrCa) Consortium

Abstract Study Purpose: Both incidence and mortality data show that the burden of prostate cancer (PrCa) is greater in African Americans (AA) than in European Americans (EA). Socioeconomic factors contribute to this health disparity, but do not fully account for observations that AA are more likely than others to be diagnosed with more aggressive and life threatening forms of PrCa. Prostate biopsies usually establish the diagnosis of PrCa and are used to estimate the extent of the disease (based on the number and location of cores with cancer and involvement of individual cores) and its potential aggressiveness (based on Gleason scores). Health policy groups recommend that men with limited low grade prostate cancer be managed by active surveillance (AS) rather than immediate surgical or radiation treatment. However, the standard-of-care prostate biopsy is limited by sampling error and the possibility that a high grade PrCa might have been missed is a significant concern for many patients who are considering AS; this concern is heightened for AA because of their higher risk of aggressive disease. Moreover, AA are more likely to be diagnosed with high grade/high stage prostate cancer that is not treated surgically and thus not well represented in molecular studies that utilize radical prostatectomy specimens. Our research team established the Birmingham Alabama Prostate Cancer (BAPrCa) Consortium with a major focus on the molecular analysis of prostate biopsies in order to increase the clinically actionable information that can be obtained from these specimens. We use an ancestry-informed approach that is specifically designed to improve the accuracy and diagnostic power of prostate biopsy for AA patients. Experimental Procedures: The BAPrCa Consortium implemented an innovative prostate biopsy “tissue print” technology that permits collection of snap-frozen nitrocellulose blots of biopsy cores without diagnostically compromising these specimens. Tissue prints provide high quality RNA and DNA from biopsies from the full range of patients, including AAs whose cancer is too advanced at diagnosis for radical prostatectomy; this permits the molecular characterization of PrCa subtypes in men diagnosed with high volume/high grade disease who have not been adequately represented in previous molecular profiling studies. Our BAPrCa research protocols include informed consent for genetic ancestry admixture studies. Gene expression analysis of prostate biopsy tissue prints is correlated with histopathology and multiparametric prostate MRI. Results: Our data suggest that in the Birmingham area, higher prostate cancer risk in AA is associated with increasing proportion of West African (WA) ancestry, which may reflect the prevalence of population-specific genetic mutations or variations that contribute to the development of more aggressive disease. As a group, the men diagnosed with high grade PrCa showed a significantly higher level of WA ancestry than the men diagnosed with no cancer (P = 0.001). A similar pattern is observed in comparisons of AA men diagnosed with high grade cancer vs low grade PrCa. Inasmuch as our AIMs genotyping panel uses a small number of well-established AIMS markers, our observation of significantly increased risk of PrCa in AA men with high %WA AIMS ancestry may, if confirmed, have immediate potential clinical applications for improving prostate cancer screening and active surveillance. Moreover, gene expression profiles of biopsies from BAPrCa patients diagnosed with high volume/high grade PrCa revealed two subtypes of high grade PrCa with striking differences in the pathways that drive a shift in tumor fatty acid metabolism; one is a fatty acid synthase (FASN) dominant phenotype and the other a previously unrecognized fatty acid binding protein (FABP5) dominant phenotype. Our data suggest that the FABP5 dominant PrCa subtype is more common in AA and the FASN dominant subtype more common in EA. These findings may provide the basis for more effective dietary interventions and targeted therapies for AA and EA patients with high grade PrCa. Conclusions: By utilizing innovative tissue print techniques for the molecular analyses of prostate biopsies and using an ancestry informed approach in our study designs, the Birmingham Alabama Prostate Cancer (BAPrCa) Consortium has identified new and potentially actionable PrCa signatures that may improve the accuracy and diagnostic power of prostate biopsy for AA patients. Citation Format: Sandra M. Gaston, Soroush Rais-Bahrami, Rick Kittles, Kerry Dehimer, Dennis Otali, Jeffrey W. Nix, Peter N. Kolettis, George Adams, William E. Grizzle. Improving the accuracy and diagnostic power of prostate biopsy for African American patients: The Birmingham Alabama Prostate Cancer (BAPrCa) Consortium. [abstract]. In: Proceedings of the Eighth AACR Conference on The Science of Health Disparities in Racial/Ethnic Minorities and the Medically Underserved; Nov 13-16, 2015; Atlanta, GA. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2016;25(3 Suppl):Abstract nr C72.

Differential gene expression in the proximal neck of human abdominal aortic aneurysm

ObjectiveAbdominal aortic aneurysm (AAA) represents a common cause of morbidity and mortality in elderly populations but the mechanisms involved in AAA formation remain incompletely understood. Previous human studies have focused on biopsies obtained from the center of the AAA however it is likely that pathological changes also occur in relatively normal appearing aorta away from the site of main dilatation. The aim of this study was to assess the gene expression profile of biopsies obtained from the neck of human AAAs. MethodsWe performed a microarray study of aortic neck specimens obtained from 14 patients with AAA and 8 control aortic specimens obtained from organ donors. Two-fold differentially expressed genes were identified with correction for multiple testing. Mechanisms represented by differentially expressed genes were identified using Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways. Some of the differentially expressed genes were validated by quantitative real-time PCR (qPCR) and immunohistochemistry. ResultsWe identified 1047 differentially expressed genes in AAA necks. The KEGG analysis revealed marked upregulation of genes related to immunity. These pathways included cytokine–cytokine receptor interaction (P = 8.67*10−12), chemokine signaling pathway (P = 5.76*10−07), and antigen processing and presentation (P = 4.00*10−04). Examples of differentially expressed genes validated by qPCR included the T-cells marker CD44 (2.16-fold upregulated, P = 0.008) and the B-cells marker CD19 (3.14-fold upregulated, P = 0.029). The presence of B-cells in AAA necks was confirmed by immunohistochemistry. ConclusionsThe role of immunity in AAA is controversial. This study suggests that immune pathways are also upregulated within the undilated aorta proximal to an AAA.

In GERD patients, mucosal repair associated genes are upregulated in non-inflamed oesophageal epithelium.

Previous studies addressing the effects of acid reflux and PPI therapy on gene expression in oesophageal epithelium concentrated on inflamed tissue. We aimed to determine changes in gene expression in non-inflamed oesophageal epithelium of GERD patients. Therefore, we included 20 GERD patients with pathological total 24-hr acid exposure of 6–12% and SAP ≥ 95%. Ten patients discontinued PPI treatment (PPI-), 10 took pantoprazole 40 mg bid (PPI+). Ten age/sex-matched healthy controls were recruited. Biopsies were taken from non-inflamed mucosa 6 cm and 16 cm proximal to the squamocolumnar junction (SCJ). Gene expression profiling of biopsies from 6 cm was performed on Human Genome U133 Plus 2.0 arrays (Affymetrix). Genes exhibiting a fold change >1.4 (t-test P-value < 1E– 4) were considered differentially expressed. Results were confirmed by real-time RT-PCR. In PPI- patients, 92 microarray probesets were deregulated. The majority of the corresponding genes were associated with cell–cell contacts, cytoskeletal reorganization and cellular motility, suggesting facilitation of a migratory phenotype. Genes encoding proteins with anti-apoptotic or anti-proliferative functions or stress-protective functions were also deregulated. No probesets were deregulated in PPI+ patients. QPCR analysis of 20 selected genes confirmed most of the deregulations in PPI- patients, and showed several deregulated genes in PPI+ patients as well. In the biopsies taken at 16 cm QPCR revealed no deregulations of the selected genes. We conclude that upon acid exposure, oesophageal epithelial cells activate a process globally known as epithelial restitution: up-regulation of anti-apoptotic, anti-oxidant and migration associated genes. Possibly this process helps maintaining barrier function.

Microarray Analysis of Mouse Ear Tissue Exposed to Bis-(2-chloroethyl) Sulfide: Gene Expression Profiles Correlate with Treatment Efficacy and An Established Clinical Endpoint

Bis-(2-chloroethyl) sulfide (sulfur mustard; SM) is a potent alkylating agent. Three treatment compounds have been shown to limit SM damage in the mouse ear vesicant model: dimercaprol, octyl homovanillamide, and indomethacin. Microarrays were used to determine gene expression profiles of biopsies taken from mouse ears after exposure to SM in the presence or absence of treatment compounds. Mouse ears were topically exposed to SM alone or were pretreated for 15 min with a treatment compound and then exposed to SM. Ear tissue was harvested 24 h after exposure for ear weight determination, the endpoint used to evaluate treatment compound efficacy. RNA extracted from the tissues was used to generate microarray probes for gene expression profiling of therapeutic responses. Principal component analysis of the gene expression data revealed partitioning of the samples based on treatment compound and SM exposure. Patterns of gene responses to the treatment compounds were indicative of exposure condition and were phenotypically anchored to ear weight. Pretreatment with indomethacin, the least effective treatment compound, produced ear weights close to those treated with SM alone. Ear weights from animals pretreated with dimercaprol or octyl homovanillamide were more closely associated with exposure to vehicle alone. Correlation coefficients between gene expression level and ear weight revealed genes involved in mediating responses to both SM exposure and treatment compounds. These data provide a basis for elucidating the mechanisms of response to SM and drug treatment and also provide a basis for developing strategies to accelerate development of effective SM medical countermeasures.