Project description:Heat illness, which remains an occupational and environmental hazard, can be caused by excessive strain or heat load in combination with other factors. In the 10-year period from 1999 to 2009, an average of 658 annual heat-related deaths occurred in the United States. While heat stress at the cellular level has been studied, a paucity of risk assessment and injury biomarkers as well as therapeutic interventions remains. To identify novel biomarkers and to further understand the molecular mechanisms of heat stress, we identified differentially expressed microRNAs (miRNAs) in the heart, liver, and kidney from a conscious rat model at three time points. We distinguished the effect in animals with histopathological evidence of heart injury from those without evidence of organ injury. In animals without evidence of injury, we identified a total of 45 unique modulated miRNAs, whereas in the three animals with evidence of injury, we identified 171 unique differentially expressed miRNAs. The majority of the perturbed miRNAs were both time and tissue specific. Using the data from a microarray companion study, we identified the mRNAs that are the predicted targets of the differentially expressed miRNAs and performed pathway enrichment analysis. The enrichment analysis suggested that the perturbed miRNAs are involved in biological pathways related to energy metabolism, the unfolded protein response, and organ injury. These miRNAs may serve as organ-specific heat stress biomarkers of exposure or effect, as well as identify potential targets of heat illness prevention.
Project description:This dataset consists of 10 raw MS files and associated peak lists and results files, acquired on AB Sciex TripleTOF 6600 mass spectrometer operated in Data Dependent Acquisition mode.
Samples were generated by Yukari Endo. Mass spectrometry acquisition and data analysis was performed by Cassandra Wong.
The files are associated with a manuscript submitted for publication by Yukari Endo et al. The main goal of this paper was to identify new genetic variants that predisposed individuals to exertional heat illness (EHI) and malignant hyperthermia (MH), both which are life threatening conditions.
James J. Dowling is the corresponding author of the manuscript (james.dowling@sickkids.ca); Karen Colwill should be contacted for questions on this dataset (colwill@lunenfeld.ca)
This submission is associated with 3 Supplementary Files (in addition to this README file)
Table 1 describes the composition of this dataset
Table 2 lists all the peptide identification evidence (as per iProphet)
Table 3 lists the SAINTexpress interactions
Project description:Salmonella Heidelberg is currently the 9th common serovar and has more than twice the average incidence of blood infections in Salmonella. A recent Salmonella Heidelberg outbreak in chicken infected 634 people during 2013-2014, with a hospitalization rate of 38% and an invasive illness rate of 15%. While the company’s history suggested longstanding sanitation issues, the strains’ characteristics which may have contributed to the outbreak are unknown. We hypothesized that the outbreak strains of S. Heidelberg might possess enhanced stress tolerance or virulence capabilities. Consequently, we obtained nine food isolates collected during the outbreak investigation and several reference isolates and tested their tolerance to processing stresses, their ability to form biofilms, and their invasiveness in vitro. We further performed RNA-sequencing on three isolates with varying heat tolerance to determine the mechanism behind our isolates’ enhanced heat tolerance. Ultimately, we determined that (i) many Salmonella Heidelberg isolates associated with a foodborne outbreak have enhanced heat resistance (ii) Salmonella Heidelberg outbreak isolates have enhanced biofilm-forming ability under stressful conditions, compared to the reference strain (iii) exposure to heat stress may also increase Salmonella Heidelberg isolates’ antibiotic resistance and virulence capabilities and (iv) Salmonella Heidelberg outbreak-associated isolates are primed to better survive stress and cause illness. This data helps explain the severity and scope of the outbreak these isolates are associated with and can be used to inform regulatory decisions on Salmonella in poultry and to develop assays to screen isolates for stress tolerance and likelihood of causing severe illness.
Project description:Background: The in vivo gene response associated with hyperthermia and subsequent return to homeostasis or development of heat illness is poorly understood. Early activation of gene networks in the heat stress response is likely to lead to the systemic inflammation, multi-organ functional impairment, and other pathophysiological states characteristic of heat illness. Here, we perform an unbiased global characterization of the multi-organ gene response using an in vivo model of heat stress in the conscious rat. Results: Rats were subjected to elevated temperatures until implanted thermal probes indicated a maximal core temperature of 41.8 °C (Tc,Max). Liver, lung, kidney, and heart were harvested at Tc,Max, 24 hours, and 48 hours after heat stress in groups of experimental animals and time-matched controls kept at ambient temperature. Clinical chemistries suggested abnormal function in liver, kidney, and lung at Tc,Max, and cardiac histopathology at 48 hours supported persistent cardiac damage in 3 out of 6 animals. Microarray analysis identified 78 differentially expressed genes common to all 4 organs at Tc,Max (i.e., the consensus heat stress response). Gene set enrichment analysis of gene ontology terms identified 25 biological processes in 4 general gene ontology categories: protein folding, regulation of apoptosis, response to cytokines, and transcriptional responses. Functional analysis clustering of the 78 differentially expressed genes in the consensus heat stress response also identified functional categories of protein folding and regulation of apoptosis. Self-organizing maps identified gene-specific signatures corresponding to protein folding disorders specific to only heat-stressed rats with histopathologic evidence of cardiac injury at 48 hours. Enrichment analysis of differentially expressed proteins in heat-injured hearts at 48 hours corroborated gene enrichment analysis results. Quantitative proteomics analysis by iTRAQ demonstrated that differential protein expression was not comparable to transcript expression at Tc,Max and 24 hours. However, the profile of differentially expressed proteins closely matched the transcriptomic profile in heat-injured animals at 48 hours. Pathway analysis at both the transcript and protein levels supported catastrophic deficits in energetics and cellular metabolism, chronic proteotoxic response, and activation of the unfolded protein response. Calculation of protein super-saturation scores demonstrated an increased propensity of proteins to aggregate in the hearts of heat-injured animals at 48 hours, consistent with accumulation of misfolded proteins. Conclusions: Global transcriptomic and proteomic analysis identified networks of genes and proteins initiating an unfolded protein response, metabolic dysfunction, and mitochondrial energy crisis in animals with histopathologic evidence of persistent heat injury, providing the basis for a systems-level physiological model of heat illness and recovery.
Project description:Heat illness, which remains an occupational and environmental hazard, can be caused by excessive strain or heat load in combination with other factors. In the 10-year period from 1999 to 2009, an average of 658 annual heat-related deaths occurred in the United States. While heat stress at the cellular level has been studied, a paucity of risk assessment and injury biomarkers as well as therapeutic interventions remains. To identify novel biomarkers and to further understand the molecular mechanisms of heat stress, we identified differentially expressed microRNAs (miRNAs) in the heart, liver, and kidney from a conscious rat model at three time points. We distinguished the effect in animals with histopathological evidence of heart injury from those without evidence of organ injury. In animals without evidence of injury, we identified a total of 45 unique modulated miRNAs, whereas in the three animals with evidence of injury, we identified 171 unique differentially expressed miRNAs. The majority of the perturbed miRNAs were both time and tissue specific. Using the data from a microarray companion study, we identified the mRNAs that are the predicted targets of the differentially expressed miRNAs and performed pathway enrichment analysis. The enrichment analysis suggested that the perturbed miRNAs are involved in biological pathways related to energy metabolism, the unfolded protein response, and organ injury. These miRNAs may serve as organ-specific heat stress biomarkers of exposure or effect, as well as identify potential targets of heat illness prevention. Heart, liver, lung and kidney tissue was collected from rats at Tc,max and at 24 and 48 h for both heat exposed rats (n=4 to 6) or time matched, unheated controls (n= 4 to 6)
Project description:Transcriptomic analysis by RNAseq of Col leaves subjected to high light, heat stress and the combination of high light and heat stress
Project description:Phoenix dactylifera seedlings were exposed to heat, drought and combined heat & drought conditions in growth chambers. Leaf samples were collected for total RNA isolation (RNAseq, Illumina HiSeq 1000), and water soluble metabolites. The RNAseq of four biological replicates (two individuals per replicate) were compared against the control condition. Transcriptomics data suggests the combine heat and drought resembled heat response, whereas drought resembled more to control. The hallmarks of heat stress were visible in the transcriptomics data, such as protein misfolding, response to hydrogen peroxide and cell wall modification, as well as ABA signaling in the case of drought. Since the plants were exposed to the stress for several days before harvesting, the early signs of heat stress such as calcium and NO signaling were not detected anymore. In addition, data suggest a significant enrichment of circadian rhythm motifs in the differentially expressed genes in heat and combined heat and drought stresses, suggesting new stress avoidance strategies.
Project description:Background: The in vivo gene response associated with hyperthermia and subsequent return to homeostasis or development of heat illness is poorly understood. Early activation of gene networks in the heat stress response is likely to lead to the systemic inflammation, multi-organ functional impairment, and other pathophysiological states characteristic of heat illness. Here, we perform an unbiased global characterization of the multi-organ gene response using an in vivo model of heat stress in the conscious rat. Results: Rats were subjected to elevated temperatures until implanted thermal probes indicated a maximal core temperature of 41.8 M-BM-0C (Tc,Max). Liver, lung, kidney, and heart were harvested at Tc,Max, 24 hours, and 48 hours after heat stress in groups of experimental animals and time-matched controls kept at ambient temperature. Clinical chemistries suggested abnormal function in liver, kidney, and lung at Tc,Max, and cardiac histopathology at 48 hours supported persistent cardiac damage in 3 out of 6 animals. Microarray analysis identified 78 differentially expressed genes common to all 4 organs at Tc,Max (i.e., the consensus heat stress response). Gene set enrichment analysis of gene ontology terms identified 25 biological processes in 4 general gene ontology categories: protein folding, regulation of apoptosis, response to cytokines, and transcriptional responses. Functional analysis clustering of the 78 differentially expressed genes in the consensus heat stress response also identified functional categories of protein folding and regulation of apoptosis. Self-organizing maps identified gene-specific signatures corresponding to protein folding disorders specific to only heat-stressed rats with histopathologic evidence of cardiac injury at 48 hours. Enrichment analysis of differentially expressed proteins in heat-injured hearts at 48 hours corroborated gene enrichment analysis results. Quantitative proteomics analysis by iTRAQ demonstrated that differential protein expression was not comparable to transcript expression at Tc,Max and 24 hours. However, the profile of differentially expressed proteins closely matched the transcriptomic profile in heat-injured animals at 48 hours. Pathway analysis at both the transcript and protein levels supported catastrophic deficits in energetics and cellular metabolism, chronic proteotoxic response, and activation of the unfolded protein response. Calculation of protein super-saturation scores demonstrated an increased propensity of proteins to aggregate in the hearts of heat-injured animals at 48 hours, consistent with accumulation of misfolded proteins. Conclusions: Global transcriptomic and proteomic analysis identified networks of genes and proteins initiating an unfolded protein response, metabolic dysfunction, and mitochondrial energy crisis in animals with histopathologic evidence of persistent heat injury, providing the basis for a systems-level physiological model of heat illness and recovery. To induce the pathophysiological effects of heat stress, conscious rats were placed in an incubator at 37M-BM-:C and their core temperature was monitored. Animals were sacrificed when their core temperature reached 41.8M-BM-:C (Tc,Max), or they were returned to their normal housing environment and were allowed to recover for up to 24 or 48 hours prior to sacrifice. Time-matched controls were euthanized at times corresponding to Tc,Max, 24 hours, and 48 hours. For each condition n=6 for a total of 36 animals. Four tissues (liver, lung, kidney and heart) were analyzed from each animal for a total of 144 arrays; however a few arrays did not pass QC therefore only 140 are reported here: 34 liver, 35 lung, 36 kidney, or 35 heart.
Project description:We report the RNAseq nalysis of transcription in the brains of two mouse models for PWS. PWScr and and PWS-IC mice have overlapping and and distinct changes in gene expression and isoform usage. The increased number of changes seen in PWS-IC brain are enriched for genetic variants associated with psychotic illness.