Drought tolerance is a key trait for increasing and stabilizing barley productivity in dry areas worldwide. Identification of the genes responsible for drought tolerance in barley (Hordeum vulgare L.) will facilitate understanding of the molecular mechanisms of drought tolerance, and also genetic improvement of barley through marker-assisted selection or gene transformation. To monitor the changes in gene expression at transcription levels in barley leaves during the reproductive stage under drought conditions, the 22K Affymetrix Barley 1 microarray was used to screen two drought-tolerant barley genotypes, Martin and Hordeum spontaneum 41-1 (HS41-1), and one drought-sensitive genotype Moroc9-75. Seventeen genes were expressed exclusively in the two drought-tolerant genotypes under drought stress, and their encoded proteins may play significant roles in enhancing drought tolerance through controlling stomatal closure via carbon metabolism (NADP malic enzyme (NADP-ME) and pyruvate dehydrogenase (PDH), synthesizing the osmoprotectant glycine-betaine (C-4 sterol methyl oxidase (CSMO), generating protectants against reactive-oxygen-species scavenging (aldehyde dehydrogenase (ALDH), ascorbate-dependant oxidoreductase (ADOR), and stabilizing membranes and proteins (heat-shock protein 17.8 (HSP17.8) and dehydrin 3 (DHN3). Moreover, 17 genes were abundantly expressed in Martin and HS41-1 compared with Moroc9-75 under both drought and control conditions. These genes were likely constitutively expressed in drought-tolerant genotypes. Among them, 7 known annotated genes might enhance drought tolerance through signaling (such as calcium-dependent protein kinase (CDPK) and membrane steroid binding protein (MSBP), anti-senescence (G2 pea dark accumulated protein GDA2) and detoxification (glutathione S-transferase (GST) pathways. In addition, 18 genes, including those encoding l-pyrroline-5-carboxylate synthetase (P5CS), protein phosphatase 2C-like protein (PP2C) and several chaperones, were differentially expressed in all genotypes under drought; thus, they were more likely general drought-responsive genes in barley. These results could provide new insights into further understanding of drought-tolerance mechanisms in barley.
Differentially expressed genes between drought-tolerant and drought-sensitive barley genotypes in response to drought stress during the reproductive stage.
Specimen part, Treatment
View SamplesSeveral reports have focused on the identification of biological elements involved in the development of abnormal systemic biochemical alterations in chronic kidney disease, but this abundant literature results most of the time fragmented. To better define the cellular machinery associated to this condition, we employed an innovative high-throughput approach based on a whole transcriptomic analysis and classical biomolecular methodologies. The genomic screening of peripheral blood mononuclear cells revealed that 44 genes were up-regulated in both chronic kidney disease patients in conservative treatment (CKD, n=9) and hemodialysis (HD, n=17) compared to healthy subjects (NORM) (p<0.001, FDR=1%). Functional analysis demonstrated that 11/44 genes were involved in the oxidative phosphorylation system (OXPHOS). Western blotting for COXI and COXIV, key constituents of the complex IV of OXPHOS, performed on an independent testing-group (12 NORM, 10 CKD and 14 HD) confirmed the elevated synthesis of these subunits in CKD/HD patients. However, complex IV activity was significantly reduced in CKD/HD patients compared to NORM (p<0.01). Finally, CKD/HD patients presented higher reactive oxygen species and 8-hydroxydeoxyguanosine levels compared to NORM. Taken together these results suggest, for the first time, that CKD/HD patients may have an impaired mitochondrial respiratory system and this condition may be both the consequence and the cause of an enhanced oxidative stress.
Mitochondrial dysregulation and oxidative stress in patients with chronic kidney disease.
Disease, Treatment, Subject
View SamplesImmunotherapies that block inhibitory checkpoint receptors on T cells have transformed the clinical care of cancer patients. However, the clonal origin of tumor-specific T cells following checkpoint blockade in patients remains unclear. Here, we performed paired single-cell RNA- and T cell receptor (TCR)- sequencing on site-matched tumors from patients with basal cell carcinoma (BCC) pre- and post-anti-PD-1 therapy. Tracking TCR clonotypes and transcriptome phenotypes revealed a coupling of tumor-recognition, clonal expansion, and T cell dysfunction: the response to treatment was accompanied by a clonal expansion of CD8+CD39+ T cells, which co-expressed markers of chronic T cell activation and exhaustion. However, this response was not accompanied by an expansion of pre-existing tumor-specific T cell clonotypes; rather, expanded T cell clones post-therapy comprised novel clonotypes, which were not previously observed in the same tumor. Clonal replacement of T cells was preferentially observed in tumor-specific exhausted CD8+ T cells, compared to other distinct T cell phenotypes, and was more evident in patients who exhibited a clinical response to treatment. These results, enabled by single-cell multi-omic profiling of clinical samples, demonstrate that the chronic activation of pre-existing tumor-infiltrating T cells may limit their re-invigoration following checkpoint blockade, and that a successful response relies on the expansion of a distinct repertoire of tumor-specific T cell clones. Overall design: CD4+ T helper cells were sorted as naive T cells (CD4+CD25-CD45RA+), Treg (CD4+CD25+IL7Rlo), Th1 (CD4+CD25-IL7RhiCD45RA-CXCR3+CCR6-), Th2 (CD4+CD25-IL7RhiCD45RA-CXCR3-CCR6-), Th17 (CD4+CD25-IL7RhiCD45RA-CXCR3-CCR6+), Th1-17 (CD4+CD25-IL7RhiCD45RA-CXCR3+CCR6+), and Tfh subsets (CXCR5+ counterparts of each). RNA-seq cDNA library construction was performed using the SMART-Seq v4 Ultra Low Input RNA Kit (Clontech) with 2?ng of input RNA. Sequencing libraries were prepared using the Nextera XT DNA Library Prep Kit (Illumina).
Clonal replacement of tumor-specific T cells following PD-1 blockade.
Specimen part, Disease, Subject
View SamplesImmunotherapies that block inhibitory checkpoint receptors on T cells have transformed the clinical care of cancer patients. However, the clonal origin of tumor-specific T cells following checkpoint blockade in patients remains unclear. Here, we performed paired single-cell RNA- and T cell receptor (TCR)- sequencing on site-matched tumors from patients with basal cell carcinoma (BCC) pre- and post-anti-PD-1 therapy. Tracking TCR clonotypes and transcriptome phenotypes revealed a coupling of tumor-recognition, clonal expansion, and T cell dysfunction: the response to treatment was accompanied by a clonal expansion of CD8+CD39+ T cells, which co-expressed markers of chronic T cell activation and exhaustion. However, this response was not accompanied by an expansion of pre-existing tumor-specific T cell clonotypes; rather, expanded T cell clones post-therapy comprised novel clonotypes, which were not previously observed in the same tumor. Clonal replacement of T cells was preferentially observed in tumor-specific exhausted CD8+ T cells, compared to other distinct T cell phenotypes, and was more evident in patients who exhibited a clinical response to treatment. These results, enabled by single-cell multi-omic profiling of clinical samples, demonstrate that the chronic activation of pre-existing tumor-infiltrating T cells may limit their re-invigoration following checkpoint blockade, and that a successful response relies on the expansion of a distinct repertoire of tumor-specific T cell clones. Overall design: Dissociated tumor samples were sorted as either CD45+ CD3+ tumor-infiltrating T cells, other CD45+ CD3- tumor-infiltrating lymphocytes and CD45- CD3- tumor/stromal cells. Sorted cells were subjected to paired single cell RNA- and TCR-sequencing on the droplet based 10X Genomics platform.
Clonal replacement of tumor-specific T cells following PD-1 blockade.
No sample metadata fields
View SamplesAlternative promoters (APs) occur in >30% protein-coding genes and contribute to proteome diversity. However, large-scale analyses of AP regulation are lacking, and little is known about their potential physiopathologic significance. To better understand the transcriptomic impact of estrogens, which play a major role in breast cancer, we analyzed gene and AP regulation by estradiol in MCF7 cells using pan-genomic exon arrays. We thereby identified novel estrogen-regulated genes, and determined the regulation of AP-encoded transcripts in 150 regulated genes. In <30% cases, APs were regulated in a similar manner by estradiol, while in >70% cases, they were regulated differentially. The patterns of AP regulation correlated with the patterns of estrogen receptor (ER) and CCCTC-binding factor (CTCF) binding sites at regulated gene loci. Interestingly, among genes with differentially regulated APs, we identified cases where estradiol regulated APs in an opposite manner, sometimes without affecting global gene expression levels. This promoter switch was mediated by the DDX5/DDX17 family of ER coregulators. Finally, genes with differentially regulated promoters were preferentially involved in specific processes (e.g., cell structure and motility, and cell cycle). We show in particular that isoforms encoded by the NET1 gene APs, which are inversely regulated by estradiol, play distinct roles in cell adhesion and cell cycle regulation, and that their expression is differentially associated with prognosis in ER+ breast cancer. Altogether, this study identifies the patterns of AP regulation in estrogen-regulated genes, demonstrates the contribution of AP-encoded isoforms to the estradiol-regulated transcriptome, as well as their physiopathologic significance in breast cancer.
Estrogen regulation and physiopathologic significance of alternative promoters in breast cancer.
Disease, Disease stage, Cell line, Time
View SamplesThis study was designed to identify candidate genes associated with iron efficiency in soybeans. Two genotypes, Clark (PI548553) and IsoClark (PI547430), were grown in both iron sufficient (100uM Fe(NO3)3) and iron deficient (50uM Fe(NO3)3) hydroponics conditions. The second trifoliate was harvested for RNA extraction for the microarray experiment. Candidate genes were identified by comparing gene expression profiles within genotypes between the two iron growth conditions.
Integrating microarray analysis and the soybean genome to understand the soybeans iron deficiency response.
No sample metadata fields
View SamplesThe purpose of this study was to identify molecular markers of pathologic response to neoadjuvant paclitaxel/radiation treatment, protein and gene expression profiling were done on pretreatment biopsies. Patients with high-risk, operable breast cancer were treated with three cycles of paclitaxel followed by concurrent paclitaxel/radiation. Tumor tissue from pretreatment biopsies was obtained from 19 of the 38 patients enrolled in the study. Protein and gene expression profiling were done on serial sections of the biopsies from patients that achieved a pathologic complete response (pCR) and compared to those with residual disease, non-pCR (NR). Proteomic and validation immunohistochemical analyses revealed that -defensins (DEFA) were overexpressed in tumors from patients with a pCR. Gene expression analysis revealed that MAP2, a microtubule-associated protein, had significantly higher levels of expression in patients achieving a pCR. Elevation of MAP2 in breast cancer cell lines led to increased paclitaxel sensitivity. Furthermore, expression of genes that are associated with the basal-like, triple-negative phenotype were enriched in tumors from patients with a pCR. Analysis of a larger panel of tumors from patients receiving presurgical taxane-based treatment showed that DEFA and MAP2 expression as well as histologic features of inflammation were all statistically associated with response to therapy at the time of surgery. We show the utility of molecular profiling of pretreatment biopsies to discover markers of response. Our results suggest the potential use of immune signaling molecules such as DEFA as well as MAP2, a microtubule-associated protein, as tumor markers that associate with response to neoadjuvant taxanebased therapy.
Identification of markers of taxane sensitivity using proteomic and genomic analyses of breast tumors from patients receiving neoadjuvant paclitaxel and radiation.
Specimen part
View SamplesGene expression profile in circulating leukocytes identifies patients with coronary artery disease
Gene expression patterns in peripheral blood correlate with the extent of coronary artery disease.
Sex, Age, Specimen part, Race
View SamplesNFX1-91, a novel E6 cellular downstream target, functions as a transcriptional regulator and is involved in repressing hTERT expression. Other functions and downstream targets regulated by NFX1-91 were not well understood. We used microarrays to determine gene expression deregulated when NFX1-91 was knocked down.
NFX1 plays a role in human papillomavirus type 16 E6 activation of NFkappaB activity.
Cell line
View SamplesQuiescent and dividing hemopoietic stem cells (HSC) display marked differences in their ability to move between the peripheral circulation and the bone marrow. Specifically, long-term engraftment potential predominantly resides in the quiescent HSC subfraction, and G-CSF mobilization results in the preferential accumulation of quiescent HSC in the periphery. In contrast, stem cells from chronic myeloid leukemia (CML) patients display a constitutive presence in the circulation. To understand the molecular basis for this, we have used microarray technology to analyze the transcriptional differences between dividing and quiescent, normal, and CML-derived CD34+ cells.
Transcriptional analysis of quiescent and proliferating CD34+ human hemopoietic cells from normal and chronic myeloid leukemia sources.
Specimen part, Disease, Subject
View Samples