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1.
Methods Mol Biol ; 2614: 1-15, 2023.
Article in English | MEDLINE | ID: mdl-36587115

ABSTRACT

In situ profiling of the tumor-immune microenvironment (TiME) requires the ability to co-localize and detect multiple proteins simultaneously. Imaging mass cytometry (IMC), using the Hyperion™ imaging system is a novel multiplex imaging modality that currently enables detection of up to 50 markers on fixed tissues at subcellular resolution and thus has the potential to inform both pre-clinical and clinical research by providing investigators with spatially resolved information about the TiME. Here we provide an overview of the IMC workflow from sample fixation to analysis, with a focus on multiplex panel design and tissue staining.


Subject(s)
Neoplasms , Humans , Neoplasms/metabolism , Staining and Labeling , Tumor Microenvironment , Image Cytometry
2.
Front Physiol ; 13: 966454, 2022.
Article in English | MEDLINE | ID: mdl-36388115

ABSTRACT

Aim: Pulmonary arterial hypertension (PAH) is an obstructive pulmonary vasculopathy that results in death from right ventricular failure (RVF). There is limited understanding of the molecular mechanisms of RVF in PAH. Methods: In a PAH-RVF model induced by injection of adult male rats with monocrotaline (MCT; 60 mg/kg), we performed mass spectrometry to identify proteins that change in the RV as a consequence of PAH induced RVF. Bioinformatic analysis was used to integrate our previously published RNA sequencing data from an independent cohort of PAH rats. Results: We identified 1,277 differentially regulated proteins in the RV of MCT rats compared to controls. Integration of MCT RV transcriptome and proteome data sets identified 410 targets that are concordantly regulated at the mRNA and protein levels. Functional analysis of these data revealed enriched functions, including mitochondrial metabolism, cellular respiration, and purine metabolism. We also prioritized 15 highly enriched protein:transcript pairs and confirmed their biological plausibility as contributors to RVF. We demonstrated an overlap of these differentially expressed pairs with data published by independent investigators using multiple PAH models, including the male SU5416-hypoxia model and several male rat strains. Conclusion: Multiomic integration provides a novel view of the molecular phenotype of RVF in PAH which includes dysregulation of pathways involving purine metabolism, mitochondrial function, inflammation, and fibrosis.

3.
Nat Cell Biol ; 24(2): 168-180, 2022 02.
Article in English | MEDLINE | ID: mdl-35165418

ABSTRACT

Metastatic breast cancer cells disseminate to organs with a soft microenvironment. Whether and how the mechanical properties of the local tissue influence their response to treatment remains unclear. Here we found that a soft extracellular matrix empowers redox homeostasis. Cells cultured on a soft extracellular matrix display increased peri-mitochondrial F-actin, promoted by Spire1C and Arp2/3 nucleation factors, and increased DRP1- and MIEF1/2-dependent mitochondrial fission. Changes in mitochondrial dynamics lead to increased production of mitochondrial reactive oxygen species and activate the NRF2 antioxidant transcriptional response, including increased cystine uptake and glutathione metabolism. This retrograde response endows cells with resistance to oxidative stress and reactive oxygen species-dependent chemotherapy drugs. This is relevant in a mouse model of metastatic breast cancer cells dormant in the lung soft tissue, where inhibition of DRP1 and NRF2 restored cisplatin sensitivity and prevented disseminated cancer-cell awakening. We propose that targeting this mitochondrial dynamics- and redox-based mechanotransduction pathway could open avenues to prevent metastatic relapse.


Subject(s)
Antineoplastic Agents/pharmacology , Breast Neoplasms/drug therapy , Drug Resistance, Neoplasm , Energy Metabolism/drug effects , Extracellular Matrix/drug effects , Lung Neoplasms/drug therapy , Mechanotransduction, Cellular/drug effects , Mitochondria/drug effects , Mitochondrial Dynamics/drug effects , Actin-Related Protein 2-3 Complex/metabolism , Actins/metabolism , Animals , Breast Neoplasms/genetics , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Cell Line, Transformed , Cell Line, Tumor , Cell-Matrix Junctions/drug effects , Cell-Matrix Junctions/metabolism , Cell-Matrix Junctions/pathology , Dynamins/metabolism , Extracellular Matrix/genetics , Extracellular Matrix/metabolism , Extracellular Matrix/pathology , Female , Gene Expression Regulation, Neoplastic , Humans , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Lung Neoplasms/secondary , Mice, Inbred BALB C , Microfilament Proteins/metabolism , Mitochondria/genetics , Mitochondria/metabolism , Mitochondria/pathology , Mitochondrial Proteins/metabolism , NF-E2-Related Factor 2/metabolism , Nuclear Proteins/metabolism , Oxidation-Reduction , Oxidative Stress , Peptide Elongation Factors/metabolism , Tumor Microenvironment
4.
Int J Mol Sci ; 19(9)2018 Sep 12.
Article in English | MEDLINE | ID: mdl-30213070

ABSTRACT

Right ventricular failure (RVF) remains the leading cause of death in pulmonary arterial hypertension (PAH). We investigated the transcriptomic signature of RVF in hemodynamically well-phenotyped monocrotaline (MCT)-treated, male, Sprague-Dawley rats with severe PAH and decompensated RVF (increased right ventricular (RV) end diastolic volume (EDV), decreased cardiac output (CO), tricuspid annular plane systolic excursion (TAPSE) and ventricular-arterial decoupling). RNA sequencing revealed 2547 differentially regulated transcripts in MCT-RVF RVs. Multiple enriched gene ontology (GO) terms converged on mitochondria/metabolism, fibrosis, inflammation, and angiogenesis. The mitochondrial transcriptomic pathway is the most affected in RVF, with 413 dysregulated genes. Downregulated genes included TFAM (-0.45-fold), suggesting impaired mitochondrial biogenesis, CYP2E1 (-3.8-fold), a monooxygenase which when downregulated increases oxidative stress, dehydrogenase/reductase 7C (DHRS7C) (-2.8-fold), consistent with excessive autonomic activation, and polypeptide N-acetyl-galactose-aminyl-transferase 13 (GALNT13), a known pulmonary hypertension (PH) biomarker (-2.7-fold). The most up-regulated gene encodes Periostin (POSTN; 4.5-fold), a matricellular protein relevant to fibrosis. Other dysregulated genes relevant to fibrosis include latent-transforming growth factor beta-binding protein 2 (LTBP2), thrombospondin4 (THBS4). We also identified one dysregulated gene relevant to all disordered transcriptomic pathways, ANNEXIN A1. This anti-inflammatory, phospholipid-binding mediator, is a putative target for therapy in RVF-PAH. Comparison of expression profiles in the MCT-RV with published microarray data from the RV of pulmonary artery-banded mice and humans with bone morphogenetic protein receptor type 2 (BMPR2)-mutations PAH reveals substantial conservation of gene dysregulation, which may facilitate clinical translation of preclinical therapeutic and biomarkers studies. Transcriptomics reveals the molecular fingerprint of RVF to be heavily characterized by mitochondrial dysfunction, fibrosis and inflammation.


Subject(s)
Hypertension, Pulmonary/genetics , Hypertension, Pulmonary/physiopathology , Transcriptome/genetics , Ventricular Dysfunction, Right/genetics , Ventricular Dysfunction, Right/physiopathology , Animals , Annexin A1/genetics , Annexin A1/metabolism , Cell Adhesion Molecules/genetics , Cell Adhesion Molecules/metabolism , Cytochrome P-450 CYP2E1/genetics , Cytochrome P-450 CYP2E1/metabolism , High-Throughput Nucleotide Sequencing , Humans , Latent TGF-beta Binding Proteins/genetics , Latent TGF-beta Binding Proteins/metabolism , Male , Mice , N-Acetylgalactosaminyltransferases/genetics , N-Acetylgalactosaminyltransferases/metabolism , Pulmonary Artery/pathology , Rats , Rats, Sprague-Dawley , Thrombospondins/genetics , Thrombospondins/metabolism , Transcription Factors/genetics , Transcription Factors/metabolism
5.
Nanotoxicology ; 11(2): 210-222, 2017 03.
Article in English | MEDLINE | ID: mdl-28098511

ABSTRACT

Conjugation of Doxorubicin (DOX) to N-(2-hydroxypropyl) methylacrylamide copolymer (HPMA) has significantly reduced the DOX-associated cardiotoxicity. However, the reports on the impact of HPMA-DOX conjugates on the cardiovascular system such as blood pressure (BP) and heart rate (HR) were in restrained animals using tail cuff and/or other methods that lacked the resolution and sensitivity. Herein, we employed radiotelemetric-spectral-echocardiography approach to further understand the in vivo cardiovascular hemodynamics and variability post administration of free DOX and HPMA-DOX. Rats implanted with radio-telemetry device were administered intravenously with DOX (5 mg/kg), HPMA-DOX (5 mg DOX equivalent/kg) and HPMA copolymer and subjected to continuous cardiovascular monitoring and echocardiography for 140 days. We found that DOX-treated rats had ruffled fur, reduced body weight (BW) and a low survival rate. Although BP and HR were normal, spectral analysis indicated that their BP and HR variabilities were reduced. All rats exhibited typical signs of cardiotoxicity at histopathology. In contrast, HPMA-DOX rats gained weight over time and survived. Although BP, HR and related variabilities were unaffected, the left ventricular end diastolic volume (EDV) of these rats, as well as of the HPMA copolymer-treated rats, was found increased at the end of observation period. Additionally, HPMA copolymer caused microscopic injury of the heart tissue. All of these suggest the necessity of caution when employing HPMA as carrier for prolonged drug delivery. The current study also indicates the potential of radiotelemetric-spectral-echocardiography approach for improved preclinical cardiovascular risk assessment of polymer-drug conjugate and other nano-sized-drug constructs.


Subject(s)
Acrylamides/toxicity , Blood Pressure/drug effects , Doxorubicin/toxicity , Heart Rate/drug effects , Heart/drug effects , Acrylamides/administration & dosage , Animals , Apoptosis/drug effects , Cardiotoxicity , Doxorubicin/administration & dosage , Echocardiography , Injections, Intravenous , Kaplan-Meier Estimate , Male , Mice , Myocardium/pathology , Random Allocation , Rats , Rats, Wistar , Survival Analysis , Telemetry
6.
J Physiol ; 594(6): 1581-9, 2016 Mar 15.
Article in English | MEDLINE | ID: mdl-26227400

ABSTRACT

The subfornical organ (SFO) is a circumventricular organ recognized for its ability to sense and integrate hydromineral and hormonal circulating fluid balance signals, information which is transmitted to central autonomic nuclei to which SFO neurons project. While the role of SFO was once synonymous with physiological responses to osmotic, volumetric and cardiovascular challenge, recent data suggest that SFO neurons also sense and integrate information from circulating signals of metabolic status. Using microarrays, we have confirmed the expression of receptors already described in the SFO, and identified many novel transcripts expressed in this circumventricular organ including receptors for many of the critical circulating energy balance signals such as adiponectin, apelin, endocannabinoids, leptin, insulin and peptide YY. This transcriptome analysis also identified SFO transcripts, the expressions of which are significantly changed by either 72 h dehydration, or 48 h starvation, compared to fed and euhydrated controls. Expression and potential roles for many of these targets are yet to be confirmed and elucidated. Subsequent validation of data for adiponectin and leptin receptors confirmed that receptors for both are expressed in the SFO, that discrete populations of neurons in this tissue are functionally responsive to these adipokines, and that such responsiveness is regulated by physiological state. Thus, transcriptomic analysis offers great promise for understanding the integrative complexity of these physiological systems, especially with development of technologies allowing description of the entire transcriptome of single, carefully phenotyped, SFO neurons. These data will ultimately elucidate mechanisms through which these uniquely positioned neurons respond to and integrate complex circulating signals.


Subject(s)
Autonomic Nervous System/physiology , Subfornical Organ/metabolism , Transcriptome , Animals , Energy Metabolism , Humans , Subfornical Organ/physiology
7.
Endocr Dev ; 17: 1-10, 2010.
Article in English | MEDLINE | ID: mdl-19955751

ABSTRACT

The hypothalamo-neurohypophyseal system (HNS) is a highly specialised region of the brain that is comprised of the magnocellular neurons of the paraventricular (PVN) and supraoptic (SON) nuclei, the axons of which project to the neural lobe of the pituitary. The PVN and the SON are involved in abroad spectrum of activities including, but not restricted to, osmotic regulation, cardiovascular control, parturition and lactation, energy homeostasis and the stress response resulting in a function-related plasticity of these tissues, allowing them the modulation necessary to reply to the physiological demands in an appropriate manner. We hypothesise that the HNS response to physiological stimulation is underpinned by changes in gene transcription. Affymetrix microarrays with 31,099 probes representing the total rat genome, were interrogated with RNA targets from SON, PVN and the neuro-intermediate lobe dissected from naïve rats as well as those responding to physiological and pathological cues. The data generated are comprehensive catalogues of genes that are expressed in each tissue, as well as lists of genes that are differentially regulated following changes in the physiological state of the animal.


Subject(s)
Gene Expression Profiling , Hypothalamo-Hypophyseal System/physiology , Animals , Humans , Neuronal Plasticity/physiology , Paraventricular Hypothalamic Nucleus/physiology , Rats , Species Specificity , Supraoptic Nucleus/physiology , Water-Electrolyte Balance/physiology
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