scholarly journals Effects of IRF5 Lupus Risk Haplotype on Pathways Predicted to Influence B Cell Functions

2012 ◽  
Vol 2012 ◽  
pp. 1-12 ◽  
Author(s):  
Joel M. Guthridge ◽  
Daniel N. Clark ◽  
Amanda Templeton ◽  
Nicolas Dominguez ◽  
Rufei Lu ◽  
...  

Both genetic and environmental interactions affect systemic lupus erythematosus (SLE) development and pathogenesis. One known genetic factor associated with lupus is a haplotype of the interferon regulatory factor 5 (IRF5) gene. Analysis of global gene expression microarray data using gene set enrichment analysis identified multiple interferon- and inflammation-related gene sets significantly overrepresented in cells with the risk haplotype. Pathway analysis using expressed genes from the significant gene sets impacted by theIRF5risk haplotype confirmed significant correlation with the interferon pathway, Toll-like receptor pathway, and the B-cell receptor pathway. SLE patients with theIRF5risk haplotype have a heightened interferon signature, even in an unstimulated state (P=0.011), while patients with theIRF5protective haplotype have a B cell interferon signature similar to that of controls. These results identify multiple genes in functionally significant pathways which are affected by IRF5 genotype. They also establish the IRF5 risk haplotype as a key determinant of not only the interferon response, but also other B-cell pathways involved in SLE.

Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 41-41
Author(s):  
Krystle Nomie ◽  
Liang Zhang ◽  
Yixin Yao ◽  
Yang Liu ◽  
Shaojun Zhang ◽  
...  

Abstract Introduction Mantle cell lymphoma (MCL) is an incurable B-cell lymphoma subtype and constitutive activation of the B-cell receptor pathway is a hallmark of B-cell lymphomas. Bruton's tyrosine kinase (BTK) is a critical component of the B-cell receptor pathway, and ibrutinib, a first-in-class, once-daily, and oral covalent inhibitor of BTK, was developed to reduce/silence B-cell receptor pathway activity, leading to clinically remarkable anti-tumor activity. In our prior multiple-center Phase II clinical trial, the overall response rate in relapsed/refractory MCL patients was 68% (Wang et al., NEJM, 2013), surpassing the effectiveness of other therapies. Although ibrutinib is extremely efficacious in patients with relapsed/refractory MCL, the one-year overall survival rate of ibrutinib-exposed patients who relapse is only 22%. Methods Patient primary cells were isolated from MCL patients treated with ibrutinib either prior to treatment or at treatment discontinuation. Whole exome sequencing (WES) was performed to determine the mutational landscape of ibrutinib resistance. RNA-seq was employed to compare the gene expression profiles between ibrutinib-sensitive and -resistant patient samples. Gene set enrichment analysis was utilized to identify dysregulated molecular pathways associated with the resistant phenotype. The RNA-seq data were then validated with reverse phase protein array (RPPA) analysis of ibrutinib-sensitive and -resistant MCL cell lines. Metabolic assays including the measurement of mitochondria respiration rates with the Seahorse analyzer and reactive oxygen species (ROS) levels, targeted metabolomics, and ATP analysis. Functional studies targeting this molecular pathway were conducted, including in vitro cell viability and apoptosis assays, as well as in vivo efficacy studies in an ibrutinib-resistant MCL patient-derived xenograft mouse model. Results WES data analysis identified frequent inactivating somatic alterations in ATM, KMT2D, and TP53 in both the ibrutinib-sensitive and -resistant tumors. CDKN2A (5/7, 71%) was frequently deleted, and the deletion was only observed in the ibrutinib-resistant tumors (p = 0.010). The RNA-seq analysis identified a total of 63 protein-coding genes as the most differentially expressed genes (DEGs) between the ibrutinib-resistant and -sensitive groups, with a fold change of ≥ 2 or ≤ -2 and the false discovery rate (FDR q-value) ≤ 0.01. Among the DEGs, 26 genes were upregulated in ibrutinib-resistant tumors. In addition, gene set enrichment analysis (GSEA) revealed the marked upregulation of oncogenic pathways including c-MYC, mTOR (mTORC1), Wnt, and NF-ĸb signaling, followed by cell cycle, apoptosis, BCR signaling and DNA repair in the ibrutinib-resistant tumors. Notably, in addition to these oncogenic pathways, the metabolic pathways, including oxidative phosphorylation (OXPHOS), were significantly enriched in the ibrutinib-resistant tumors (normalized enrichment score > 3 and FDR q-value < 1e-5). In further support of this finding, metabolomics analysis and the measurement of ATP production and mitochondrial respiration indicated that the OXPHOS pathway is the predominant metabolic pathway employed by ibrutinib-resistant MCL cells. To determine the effects of targeting these pathways, OXPHOS was inhibited with a novel electron transport complex I inhibitor (IACS-010759, developed by MD Anderson Cancer Center) in both MCL cell lines and ibrutinib-resistant MCL patient-derived xenograft (PDX) models. Single agent IACS-010759 treatment at 10 mg/kg oral gavage for 5 consecutive days/week completely prevented tumor growth compared with the vehicle control as shown by measuring tumor volume (n = 5, p < 0.0001) and human β2M levels (n = 5; p < 0.0001) throughout treatment. No apparent toxicities were observed in the IACS-010759-treated MCL PDX mice. Conclusion This current study warrants the exploitation of active cancer metabolic pathways, especially OXPHOS, to improve the clinical outcomes of MCL and additional lymphoma, which is actively being investigated in a Phase I lymphoma clinical trial (NCT03291938). Disclosures Wang: AstraZeneca: Consultancy, Research Funding; Celgene: Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding; Juno: Research Funding; Novartis: Research Funding; Janssen: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees, Research Funding; MoreHealth: Consultancy; Acerta Pharma: Honoraria, Research Funding; Kite Pharma: Research Funding; Pharmacyclics: Honoraria, Research Funding; Dava Oncology: Honoraria.


Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 2833-2833
Author(s):  
Xiao J. Yan ◽  
Daniel Kalenscher ◽  
Erin Boyle ◽  
Sophia Yancopoulos ◽  
Rajendra N Damle ◽  
...  

Abstract Abstract 2833 Introduction: In chronic lymphocytic leukemia (CLL), clonally expanded CD5+ B lymphocytes eventually overwhelm healthy immune cells, hindering normal immune function. To determine mechanisms fueling this expansion, gene expression data were gathered by microarray analysis of cells from CLL patients. Samples were grouped based on Ki-67 expression, an indicator of proliferation. To determine mechanisms correlating with B-cell proliferation and impacting on CLL B-cell biology, microarray profiles were compared using Gene Set Enrichment Analysis (GSEA) [Subramanian A, et al. PNAS 2005]. Methods: Samples were analyzed for intracellular expression of Ki-67 by flow cytometry and divided into 2 groups based on Ki-67 expression (cutoff at 5%). RNA was then purified from CD5+CD19+ CLL cells and gene expression microarray assays were performed using Illumina HumanHT12 beadchips. GSEA was carried out using a library of signatures by Dr. Louis Staudt [Shaffer AL, et al. Immunol Rev 2006] containing 305 gene sets encompassing 13, 564 genes biased towards hematopoietic signatures. Results: Of 61 cases, 14 were Ki-67high and 47 were Ki-67low. When time-to-first-treatment (TTFT) was compared between the groups, Ki67high patients had significantly shorter TTFT (2.76 yrs) compared to Ki-67low patients (23.46 yrs; P<0.0001). By GSEA, we determined 255/285 gene sets were upregulated in the Ki-67high group with 50 gene sets significantly enriched at a false discovery rate (FDR) <25%. For the Ki-67low group, 30/285 gene sets were upregulated with only one significant at FDR <25%. IGHV unmutated CLL (U-CLL) was enriched in only one gene set, termed CLLUNMUT-1, while mutated CLL (M-CLL) was only enriched in CLLMUT-1. CD38high and CD38low subsets were similarly enriched in these two gene sets, with 4 additional gene sets in the CD38high group, including MYD88UP-4 and IFN-2. Of the 50 significantly enriched gene sets in the Ki-67high group, 17 relate to signaling pathways, 16 to cellular differentiation, 6 to cellular processes, 4 to transcription factor targets, and the remaining 7 relate to cancer. Of these, the percentage of the signaling component is up 13% from its representation in the original Staudt library. The top 5 gene sets enriched in the Ki-67high group are: upregulated U-CLL compared to M-CLL (CLLUNMUT-1), myeloid tissue compared to other tissues (MYELOID-1), T cell cytokine induced proliferation (TCYTUP-8), BCR crosslinking CLL B cells (CLLBCRUP-1) and BDCA4+ dendritic cells compared to other hematopoietic cells (DC-1). The total number of genes enriched in these 50 sets is 769, with 217 genes shared in two or more gene sets. Twenty genes were enriched in the CLL BCR signature, CLLBCRUP-1 [Herishanu Y, et al. Blood 2011]. Of these, WARS, IRF4, MX1, OAS1, and NAMPT are also enriched in the T cell cytokine induced and T cell activation signatures. Only one gene set was enriched in the Ki-67low group, CLLMUT-1, upregulated in M-CLL compared to U-CLL. CD274 (PD-L1) was consistently elevated in the Ki-67low group in all the patients, irrespective of IGHV mutation status. Discussion: The observed GSEA profiles in Ki-67high patients correlated with gene signatures biased towards BCR signaling, signal transduction, and hematopoietic cancer, consistent with the Ki-67high group containing more (recently) proliferating cells influenced at least in part by BCR signaling. The profiles also suggest that additional cells (T lymphocytes and dendritic cells) may be involved. It is notable these gene sets were not observed for CLL patients subgrouped by IGHV mutation status or by CD38, and that these other subsets did not show as pronounced a distinction by GSEA profiling. Disclosures: No relevant conflicts of interest to declare.


Nutrients ◽  
2021 ◽  
Vol 13 (8) ◽  
pp. 2544
Author(s):  
Ryo Inotsuka ◽  
Miyako Udono ◽  
Atsushi Yamatsu ◽  
Mujo Kim ◽  
Yoshinori Katakura

γ-Aminobutyric acid (GABA) is a potent bioactive amino acid, and several studies have shown that oral administration of GABA induces relaxation, improves sleep, and reduces psychological stress and fatigue. In a recent study, we reported that exosomes derived from GABA-treated intestinal cells serve as signal transducers that mediate brain–gut interactions. Therefore, the purpose of this study was to verify the functionality of GABA-derived exosomes and to examine the possibility of improving memory function following GABA administration. The results showed that exosomes derived from GABA-treated intestinal cells (Caco-2) activated neuronal cells (SH-SY5Y) by regulating genes related to neuronal cell functions. Furthermore, we found that exosomes derived from the serum of GABA-treated mice also activated SH-SY5Y cells, indicating that exosomes, which are capable of activating neuronal cells, circulate in the blood of mice orally administered GABA. Finally, we performed a microarray analysis of mRNA isolated from the hippocampus of mice that were orally administered GABA. The results revealed changes in the expression of genes related to brain function. Gene Set Enrichment Analysis (GSEA) showed that oral administration of GABA affected the expression of genes related to memory function in the hippocampus.


2019 ◽  
Vol 8 (10) ◽  
pp. 1580 ◽  
Author(s):  
Kyoung Min Moon ◽  
Kyueng-Whan Min ◽  
Mi-Hye Kim ◽  
Dong-Hoon Kim ◽  
Byoung Kwan Son ◽  
...  

Ninety percent of patients with scrub typhus (SC) with vasculitis-like syndrome recover after mild symptoms; however, 10% can suffer serious complications, such as acute respiratory failure (ARF) and admission to the intensive care unit (ICU). Predictors for the progression of SC have not yet been established, and conventional scoring systems for ICU patients are insufficient to predict severity. We aimed to identify simple and robust indicators to predict aggressive behaviors of SC. We evaluated 91 patients with SC and 81 non-SC patients who were admitted to the ICU, and 32 cases from the public functional genomics data repository for gene expression analysis. We analyzed the relationships between several predictors and clinicopathological characteristics in patients with SC. We performed gene set enrichment analysis (GSEA) to identify SC-specific gene sets. The acid-base imbalance (ABI), measured 24 h before serious complications, was higher in patients with SC than in non-SC patients. A high ABI was associated with an increased incidence of ARF, leading to mechanical ventilation and worse survival. GSEA revealed that SC correlated to gene sets reflecting inflammation/apoptotic response and airway inflammation. ABI can be used to indicate ARF in patients with SC and assist with early detection.


2021 ◽  
Vol 22 (1) ◽  
Author(s):  
Mike Fang ◽  
Brian Richardson ◽  
Cheryl M. Cameron ◽  
Jean-Eudes Dazard ◽  
Mark J. Cameron

Abstract Background In this study, we demonstrate that our modified Gene Set Enrichment Analysis (GSEA) method, drug perturbation GSEA (dpGSEA), can detect phenotypically relevant drug targets through a unique transcriptomic enrichment that emphasizes biological directionality of drug-derived gene sets. Results We detail our dpGSEA method and show its effectiveness in detecting specific perturbation of drugs in independent public datasets by confirming fluvastatin, paclitaxel, and rosiglitazone perturbation in gastroenteropancreatic neuroendocrine tumor cells. In drug discovery experiments, we found that dpGSEA was able to detect phenotypically relevant drug targets in previously published differentially expressed genes of CD4+T regulatory cells from immune responders and non-responders to antiviral therapy in HIV-infected individuals, such as those involved with virion replication, cell cycle dysfunction, and mitochondrial dysfunction. dpGSEA is publicly available at https://github.com/sxf296/drug_targeting. Conclusions dpGSEA is an approach that uniquely enriches on drug-defined gene sets while considering directionality of gene modulation. We recommend dpGSEA as an exploratory tool to screen for possible drug targeting molecules.


2021 ◽  
Author(s):  
Vincent Christiaan Leeuwenburgh ◽  
Carlos G. Urzúa-Traslaviña ◽  
Arkajyoti Bhattacharya ◽  
Marthe T.C. Walvoort ◽  
Mathilde Jalving ◽  
...  

Abstract Background: Patient-derived bulk expression profiles of cancers can provide insight into transcriptional changes that underlie reprogrammed metabolism in cancer. These profiles represent the average expression pattern of all heterogeneous tumor and non-tumor cells present in biopsies of tumor lesions. Hence, subtle transcriptional footprints of metabolic processes can be concealed by other biological processes and experimental artifacts. However, consensus Independent Component Analyses (c-ICA) can capture statistically independent transcriptional footprints, of both subtle and more pronounced metabolic processes. Methods: We performed c-ICA with 34,494 bulk expression profiles of patient-derived tumor biopsies, non-cancer tissues, and cell lines. Gene set enrichment analysis with 608 gene sets that describe metabolic processes was performed to identify transcriptional components enriched for metabolic processes (mTCs). The activity of these mTCs were determined in all samples to create a metabolic transcriptional landscape. Results: A set of 555 mTCs were identified of which many were robust across different datasets, platforms, and patient-derived tissues and cell lines. We demonstrate how the metabolic transcriptional landscape defined by the activity of these mTCs in samples can be used to explore associations between the metabolic transcriptome and drug sensitivities, patient outcomes, and the composition of the immune tumor microenvironment. Conclusions: To facilitate the use of our transcriptional metabolic landscape, we have provided access to all data via a web portal ( www.themetaboliclandscapeofcancer.com ). We believe this resource will contribute to the formulation of new hypotheses on how to metabolically engage the tumor or its (immune) microenvironment.


2020 ◽  
Author(s):  
Yvonne Sundström ◽  
Ming-Mei Shang ◽  
Sudeepta Kumar Panda ◽  
Caroline Grönwall ◽  
Fredrik Wermeling ◽  
...  

SUMMARYB-cell secretion of autoantibodies drives autoimmune diseases, including systemic lupus erythematosus and idiopathic inflammatory myositis. Few therapies are presently available for treatment of these patients, often resulting in unsatisfactory effects and helping only some of patients. We developed a screening assay for evaluation of novel targets suspending B-cell maturation into antibody secreting cells, which could contribute to future drug development. The assay was employed for testing 43 high quality chemical probes and compounds inhibiting under-explored protein targets, using primary cells from patients with autoimmune disease. Probes inhibiting bromodomain family proteins and histone methyl transferases demonstrated abrogation of B-cell functions to a degree comparable to a positive control, the JAK inhibitor tofacitinib. Inhibition of each target rendered a specific functional cell and potential disease modifying effect, indicating specific epigenetic protein targets as potential new intervention points for future drug discovery and development efforts.


2019 ◽  
Author(s):  
Harriet M. Jackson ◽  
Kate E. Foley ◽  
Rita O’Rourke ◽  
Timothy M. Stearns ◽  
Dina Fathalla ◽  
...  

AbstractThe complement cascade is increasingly implicated in development of a variety of diseases with strong immune contributions such as Alzheimer’s disease and Systemic Lupus Erythematosus. Mouse models have been used to determine function of central components of the complement cascade such as C1q and C3. However, species differences in their gene structures mean that mice do not adequately replicate human complement regulators, including CR1 and CR2. Genetic variation in CR1 and CR2 have been implicated in modifying disease states but the mechanisms are not known. To decipher the roles of human CR1 and CR2 in health and disease, we engineered C57BL/6J (B6) mice to replace endogenous murine Cr2 with human complement receptors, CR1 and CR2 (B6.CR2CR1). CR1 has an array of allotypes in human populations and using traditional recombination methods (Flp-frt and Cre-loxP) two of the most common alleles (referred to as CR1long and CR1short) are replicated within this mouse model, along with a CR1 knockout allele (CR1KO). Transcriptional profiling of spleens and brains identifies genes and pathways differentially expressed between mice homozygous for either CR1long, CR1short or CR1KO. Gene set enrichment analysis predicts hematopoietic cell number and cell infiltration are modulated by CR1long, but not CR1short or CR1KO. Therefore, this mouse model provides a novel tool for determining the relationship between human-relevant CR1 alleles and disease.Summary StatementWe present the creation and validation of a novel mouse model that expresses human forms of complement cascade regulators CR1 and CR2.


BMC Genetics ◽  
2020 ◽  
Vol 21 (1) ◽  
Author(s):  
Harriet M. Jackson ◽  
Kate E. Foley ◽  
Rita O’Rourke ◽  
Timothy M. Stearns ◽  
Dina Fathalla ◽  
...  

Abstract Background The complement cascade is increasingly implicated in development of a variety of diseases with strong immune contributions such as Alzheimer’s disease and Systemic Lupus Erythematosus. Mouse models have been used to determine function of central components of the complement cascade such as C1q and C3. However, species differences in their gene structures mean that mice do not adequately replicate human complement regulators, including CR1 and CR2. Genetic variation in CR1 and CR2 have been implicated in modifying disease states but the mechanisms are not known. Results To decipher the roles of human CR1 and CR2 in health and disease, we engineered C57BL/6J (B6) mice to replace endogenous murine Cr2 with human complement receptors, CR1 and CR2 (B6.CR2CR1). CR1 has an array of allotypes in human populations and using traditional recombination methods (Flp-frt and Cre-loxP) two of the most common alleles (referred to here as CR1long and CR1short) can be replicated within this mouse model, along with a CR1 knockout allele (CR1KO). Transcriptional profiling of spleens and brains identified genes and pathways differentially expressed between mice homozygous for either CR1long, CR1short or CR1KO. Gene set enrichment analysis predicts hematopoietic cell number and cell infiltration are modulated by CR1long, but not CR1short or CR1KO. Conclusion The B6.CR2CR1 mouse model provides a novel tool for determining the relationship between human-relevant CR1 alleles and disease.


2019 ◽  
Vol 60 (1) ◽  
pp. 62-69
Author(s):  
Wei Jiang ◽  
Ping Liu ◽  
Jianlei Zhang ◽  
Wenjie Yang

AbstractCandida albicans is a common opportunistic pathogen that can cause serious infection by blood transmission. C. albicans enters the blood circulation and adheres to the endothelial cells of the vascular wall. However, the detailed mechanism of the effect of C. albicans on the endothelial cells remains unclear. In this study, the microarray expression profile of human umbilical vein endothelial cells exposed to C. albicans was analyzed. The 191 up-regulated genes were enriched in TNF, T cell receptor, and NF-kappa B signaling pathways. The 71 down-regulated genes were enriched in pyruvate metabolic, purine nucleotide metabolic, purine nucleotide biosynthetic, and humoral immune response processes. Gene set enrichment analysis showed that apoptosis, oxidative phosphorylation, IL6/JAK/STAT3 signaling pathways were enriched. Moreover, two hub genes with a high degree of connectivity, namely, MYC and IL6, were selected. Molecular screening of traditional Chinese medicine libraries was performed on the basis of the structure of MYC protein. The okanin had the highest docking score. MYC might be used as molecular targets for treatment. In addition, okanin may inhibit the infection of C. albicans. Thus, MYC can be subjected to further research.


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