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Muris Inc single cell expression profile data
Single Cell Expression Profile Data, supplied by Muris Inc, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/single+cell+expression+data/cell+cell+czbiohub+expression+mouse+muris+org+sf+single+single+tabula+vignette/pmc12659644-207-0-19
Average 86 stars, based on 1 article reviews
single cell expression profile data - by Bioz Stars, 2026-10
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Single Cell:

Article Title: Potential Role of Aerobic Exercise in Attenuating Diabetic Cardiomyopathy via Modulation of P2X4-Mediated NLRP3 Inflammasome Activation and Pyroptosis
Article Snippet: .. Single-cell expression profile data of P2X1, P2X2, P2X3, P2X4, P2X5, P2X6, P2X7 in heart tissue were obtained from Tabula Muris ( https://tabula-muris.ds.czbiohub.org/ ) [ ]. .. Data are presented as mean ± SEM, and statistical analysis was performed using Prism 9.5 (GraphPad Software Inc.).

Article Title: Transcriptional regulation of Ligase IV by an intronic regulatory element directs thymocyte development
Article Snippet: .. Whole-body mouse single-cell RNA-seq data were acquired from the Tabula Muris project [ ] and visualized using the associated CellXGene interface ( https://tabula-muris.ds.czbiohub.org/ ). .. De-identified pediatric cancer data were acquired from the St. Jude cloud [ ] ( https://www.stjude.cloud/ ), filtered for newly diagnosed hematological cases, and then plotted using GraphPad Prism.

Article Title: LocusPackRat: An R Package to Support Prioritizing Candidate Genes from Large GWAS Intervals with Standardized Evidence Aggregation.
Article Snippet: .. 1 Resource Data Types Available LocusPackRat Function Website Notes Open Targets Many queryOpenTargets() opentargets.org Mostly human data MouseMine Many queryMouseMine() mousemine.org Includes mouse data from the Jackson Labs GTEx Tissue-level expression and eQTL queryOpenTargetsQTL() gtexportal.org Samples in up to 54 tissues from ~1000 individuals with expression and genotyping STRING Protein queryOpenTargets() (interactions) string-db.org Protein-Protein interactions informed either by experimentation or bioinformatics ClinVar Gene- Disease associations queryOpenTargets() (diseases) ncbi.nlm.nih.gov/clinvar ChEMBL Gene-Drug interactions queryOpenTargets() (known_drugs) ebi.ac.uk/chembl Updating database of known interactions between drugs and genes BxD Cohort Many See GeneNetwork2 Vignette systems-genetics.org Data primarily drawn from studies on the BxD Recombinant Inbred Mouse Population Tabula Sapiens Single cell expression See Single Cell Vignette tabulasapiens.sf.czbiohub.org Human single cell expression from 28 organs Tabula Muris Single cell expression See Single Cell Vignette tabula- muris.sf.czbiohub.org Mouse single cell expression from 20 organs NCBI GEO and SRA Expression See General Vignette ncbi.nlm.nih.gov/geo ncbi.nlm.nih.gov/sra Programmatic download possible with EUtils. ..

Expressing:

Article Title: Potential Role of Aerobic Exercise in Attenuating Diabetic Cardiomyopathy via Modulation of P2X4-Mediated NLRP3 Inflammasome Activation and Pyroptosis
Article Snippet: .. Single-cell expression profile data of P2X1, P2X2, P2X3, P2X4, P2X5, P2X6, P2X7 in heart tissue were obtained from Tabula Muris ( https://tabula-muris.ds.czbiohub.org/ ) [ ]. .. Data are presented as mean ± SEM, and statistical analysis was performed using Prism 9.5 (GraphPad Software Inc.).

Article Title: Under the shadow: Old-biased genes are subject to weak purifying selection at both the tissue and cell type-specific levels.
Article Snippet: .. 3 Single cell RNA-seq data analyses 4 Pre-processing 5 Single cell expression data for six different tissues (lung, liver, muscle, brain, skin, and kidney) 6 were downloaded from the Tabula Muris Senis dataset (The Tabula Muris Consortium, 2020) and 7 processed following Izgi and co-authors (Izgi et al., 2022). ..

Article Title: LocusPackRat: An R Package to Support Prioritizing Candidate Genes from Large GWAS Intervals with Standardized Evidence Aggregation.
Article Snippet: .. 1 Resource Data Types Available LocusPackRat Function Website Notes Open Targets Many queryOpenTargets() opentargets.org Mostly human data MouseMine Many queryMouseMine() mousemine.org Includes mouse data from the Jackson Labs GTEx Tissue-level expression and eQTL queryOpenTargetsQTL() gtexportal.org Samples in up to 54 tissues from ~1000 individuals with expression and genotyping STRING Protein queryOpenTargets() (interactions) string-db.org Protein-Protein interactions informed either by experimentation or bioinformatics ClinVar Gene- Disease associations queryOpenTargets() (diseases) ncbi.nlm.nih.gov/clinvar ChEMBL Gene-Drug interactions queryOpenTargets() (known_drugs) ebi.ac.uk/chembl Updating database of known interactions between drugs and genes BxD Cohort Many See GeneNetwork2 Vignette systems-genetics.org Data primarily drawn from studies on the BxD Recombinant Inbred Mouse Population Tabula Sapiens Single cell expression See Single Cell Vignette tabulasapiens.sf.czbiohub.org Human single cell expression from 28 organs Tabula Muris Single cell expression See Single Cell Vignette tabula- muris.sf.czbiohub.org Mouse single cell expression from 20 organs NCBI GEO and SRA Expression See General Vignette ncbi.nlm.nih.gov/geo ncbi.nlm.nih.gov/sra Programmatic download possible with EUtils. ..

Article Title: Hardwiring tissue-specific AAV transduction in mice through engineered receptor expression.
Article Snippet: Suspensions were void of red blood cells via lysis with ACK lysis buffer (Lonza). .. AAVR expression data were obtained from the Tabula Muris (https://www.czbiohub.org/sf/tabula-muris/). .. Cells were washed with PBS and stained with primary antibodies and LIVE/DEAD Fixable Blue (ThermoFisher) in PBS for 25 min at 4 °C.

Article Title: Genetic analysis of dietary intake identifies new loci and functional links with metabolic traits.
Article Snippet: .. Whole-body single-cell mouse expression datasets from the Tabula Muris Consortium (https://tabula-muris.ds.czbiohub. org)31 showed that dietary intake signals were enriched for genes exclusively expressed in neurons (PBonferroni-adjusted = 4.9 × 10−2; Fig. 2b and Supplementary Table 16), findings that were mainly driven by fat intake preference (PBonferroni-adjusted = 4.8 × 10−2; Supplementary Table 17). ..

RNA Sequencing:

Article Title: Transcriptional regulation of Ligase IV by an intronic regulatory element directs thymocyte development
Article Snippet: .. Whole-body mouse single-cell RNA-seq data were acquired from the Tabula Muris project [ ] and visualized using the associated CellXGene interface ( https://tabula-muris.ds.czbiohub.org/ ). .. De-identified pediatric cancer data were acquired from the St. Jude cloud [ ] ( https://www.stjude.cloud/ ), filtered for newly diagnosed hematological cases, and then plotted using GraphPad Prism.

Article Title: Under the shadow: Old-biased genes are subject to weak purifying selection at both the tissue and cell type-specific levels.
Article Snippet: .. 3 Single cell RNA-seq data analyses 4 Pre-processing 5 Single cell expression data for six different tissues (lung, liver, muscle, brain, skin, and kidney) 6 were downloaded from the Tabula Muris Senis dataset (The Tabula Muris Consortium, 2020) and 7 processed following Izgi and co-authors (Izgi et al., 2022). ..

Protein-Protein interactions:

Article Title: LocusPackRat: An R Package to Support Prioritizing Candidate Genes from Large GWAS Intervals with Standardized Evidence Aggregation.
Article Snippet: .. 1 Resource Data Types Available LocusPackRat Function Website Notes Open Targets Many queryOpenTargets() opentargets.org Mostly human data MouseMine Many queryMouseMine() mousemine.org Includes mouse data from the Jackson Labs GTEx Tissue-level expression and eQTL queryOpenTargetsQTL() gtexportal.org Samples in up to 54 tissues from ~1000 individuals with expression and genotyping STRING Protein queryOpenTargets() (interactions) string-db.org Protein-Protein interactions informed either by experimentation or bioinformatics ClinVar Gene- Disease associations queryOpenTargets() (diseases) ncbi.nlm.nih.gov/clinvar ChEMBL Gene-Drug interactions queryOpenTargets() (known_drugs) ebi.ac.uk/chembl Updating database of known interactions between drugs and genes BxD Cohort Many See GeneNetwork2 Vignette systems-genetics.org Data primarily drawn from studies on the BxD Recombinant Inbred Mouse Population Tabula Sapiens Single cell expression See Single Cell Vignette tabulasapiens.sf.czbiohub.org Human single cell expression from 28 organs Tabula Muris Single cell expression See Single Cell Vignette tabula- muris.sf.czbiohub.org Mouse single cell expression from 20 organs NCBI GEO and SRA Expression See General Vignette ncbi.nlm.nih.gov/geo ncbi.nlm.nih.gov/sra Programmatic download possible with EUtils. ..

Recombinant:

Article Title: LocusPackRat: An R Package to Support Prioritizing Candidate Genes from Large GWAS Intervals with Standardized Evidence Aggregation.
Article Snippet: .. 1 Resource Data Types Available LocusPackRat Function Website Notes Open Targets Many queryOpenTargets() opentargets.org Mostly human data MouseMine Many queryMouseMine() mousemine.org Includes mouse data from the Jackson Labs GTEx Tissue-level expression and eQTL queryOpenTargetsQTL() gtexportal.org Samples in up to 54 tissues from ~1000 individuals with expression and genotyping STRING Protein queryOpenTargets() (interactions) string-db.org Protein-Protein interactions informed either by experimentation or bioinformatics ClinVar Gene- Disease associations queryOpenTargets() (diseases) ncbi.nlm.nih.gov/clinvar ChEMBL Gene-Drug interactions queryOpenTargets() (known_drugs) ebi.ac.uk/chembl Updating database of known interactions between drugs and genes BxD Cohort Many See GeneNetwork2 Vignette systems-genetics.org Data primarily drawn from studies on the BxD Recombinant Inbred Mouse Population Tabula Sapiens Single cell expression See Single Cell Vignette tabulasapiens.sf.czbiohub.org Human single cell expression from 28 organs Tabula Muris Single cell expression See Single Cell Vignette tabula- muris.sf.czbiohub.org Mouse single cell expression from 20 organs NCBI GEO and SRA Expression See General Vignette ncbi.nlm.nih.gov/geo ncbi.nlm.nih.gov/sra Programmatic download possible with EUtils. ..



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Image Search Results


Flowchart Overview of this MR-based study. LD linkage disequilibrium, ρ-HESS Heritability Estimation from Summary Statistics, GNOVA Genetic covariance analyser, MTAG Multi-Trait Analysis of GWAS, CPASSOC Cross Phenotype Association, GWAS Genome-wide Association Study, MR Mendelian Randomization, GSMR Generalized summary-data-based Mendelian randomization, LDSC-SEG linkage disequilibrium score regression applied to specifically expressed genes, MAGMA Multi-marker Analysis of GenoMic Annotation, SMR Summary-databased Mendelian randomization, Phe-MR phenotypes, MR BMI body mass index, LUSC squamous cell lung cancer; scRNA-seq single-cell RNA sequencing

Journal: Discover Oncology

Article Title: Genetic evidence supporting obesity as a risk factor for lung squamous cell carcinoma and the identification of MFAP1 as a shared genetic target

doi: 10.1007/s12672-026-04793-9

Figure Lengend Snippet: Flowchart Overview of this MR-based study. LD linkage disequilibrium, ρ-HESS Heritability Estimation from Summary Statistics, GNOVA Genetic covariance analyser, MTAG Multi-Trait Analysis of GWAS, CPASSOC Cross Phenotype Association, GWAS Genome-wide Association Study, MR Mendelian Randomization, GSMR Generalized summary-data-based Mendelian randomization, LDSC-SEG linkage disequilibrium score regression applied to specifically expressed genes, MAGMA Multi-marker Analysis of GenoMic Annotation, SMR Summary-databased Mendelian randomization, Phe-MR phenotypes, MR BMI body mass index, LUSC squamous cell lung cancer; scRNA-seq single-cell RNA sequencing

Article Snippet: The Single-cell RNA sequencing gene expression data were available from https://www.ncbi.nlm.nih.gov/geo/ and [https://singlecell.broadinstitute.org/single_cell](https:/www.singlecell.broadinstitute.org/single_cell) .

Techniques: GWAS, Marker, Single Cell, RNA Sequencing

Tissue- and cell type–specific enrichment of SNP heritability for BMI and LUSC. A Tissue-level SNP heritability enrichment for BMI across 53 GTEx tissues estimated using LDSC-SEG. The x-axis shows tissues grouped by organ system, and the y-axis shows the estimated enrichment coefficient (log-scaled or standardized). Tissues surpassing the significance threshold (FDR-adjusted P < 0.05) are highlighted. B Tissue-level SNP heritability enrichment for LUSC using the same LDSC-SEG framework. The x-axis indicates GTEx tissues and the y-axis indicates enrichment coefficients, as in panel ( A ). Tissues with significant enrichment (FDR-adjusted P < 0.05) are labelled, illustrating the overlap and differences in tissue-specific genetic architecture between BMI and LUSC. C – G Cell type–specific SNP heritability enrichment for BMI and LUSC across single-cell RNA sequencing datasets from brain, ileum, heart, and colon, estimated using MAGMA-based cell typing. For each tissue, the left panel shows enrichment for BMI and the right panel shows enrichment for LUSC. The y-axis lists cell types (for example, neurons, epithelial cells, eosinophils, CD8⁺ T cells), and the x-axis shows –log₁₀(P) values for the association between cell type–specific expression and SNP heritability. Cell types with P < 0.05 are indicated in red, highlighting those most strongly enriched for the genetic signal of BMI and/or LUSC. BMI body mass index, LUSC lung squamous cell carcinoma, SNP single nucleotide polymorphism, LDSC-SEG linkage disequilibrium score regression applied to specifically expressed genes, MAGMA Multi-marker Analysis of GenoMic Annotation, scRNA-seq single-cell RNA sequencing, GTEx Genotype-Tissue Expression

Journal: Discover Oncology

Article Title: Genetic evidence supporting obesity as a risk factor for lung squamous cell carcinoma and the identification of MFAP1 as a shared genetic target

doi: 10.1007/s12672-026-04793-9

Figure Lengend Snippet: Tissue- and cell type–specific enrichment of SNP heritability for BMI and LUSC. A Tissue-level SNP heritability enrichment for BMI across 53 GTEx tissues estimated using LDSC-SEG. The x-axis shows tissues grouped by organ system, and the y-axis shows the estimated enrichment coefficient (log-scaled or standardized). Tissues surpassing the significance threshold (FDR-adjusted P < 0.05) are highlighted. B Tissue-level SNP heritability enrichment for LUSC using the same LDSC-SEG framework. The x-axis indicates GTEx tissues and the y-axis indicates enrichment coefficients, as in panel ( A ). Tissues with significant enrichment (FDR-adjusted P < 0.05) are labelled, illustrating the overlap and differences in tissue-specific genetic architecture between BMI and LUSC. C – G Cell type–specific SNP heritability enrichment for BMI and LUSC across single-cell RNA sequencing datasets from brain, ileum, heart, and colon, estimated using MAGMA-based cell typing. For each tissue, the left panel shows enrichment for BMI and the right panel shows enrichment for LUSC. The y-axis lists cell types (for example, neurons, epithelial cells, eosinophils, CD8⁺ T cells), and the x-axis shows –log₁₀(P) values for the association between cell type–specific expression and SNP heritability. Cell types with P < 0.05 are indicated in red, highlighting those most strongly enriched for the genetic signal of BMI and/or LUSC. BMI body mass index, LUSC lung squamous cell carcinoma, SNP single nucleotide polymorphism, LDSC-SEG linkage disequilibrium score regression applied to specifically expressed genes, MAGMA Multi-marker Analysis of GenoMic Annotation, scRNA-seq single-cell RNA sequencing, GTEx Genotype-Tissue Expression

Article Snippet: The Single-cell RNA sequencing gene expression data were available from https://www.ncbi.nlm.nih.gov/geo/ and [https://singlecell.broadinstitute.org/single_cell](https:/www.singlecell.broadinstitute.org/single_cell) .

Techniques: Single Cell, RNA Sequencing, Expressing, Marker

a Gene expression levels (Transcripts Per Million, TPM) of major autoantibody targets identified in paraneoplastic pemphigus, showing a marked enrichment in the skin and other squamous epithelia (data from the GTEx database, v6p.v1.1.8). Each bar comprises stacked boxes, with the width of each box representing the interquartile range of gene expression in the corresponding tissue. b – d Heatmaps showing normalized single-cell transcript expression levels (nTPM), summarized per gene and cell type cluster for selected tissues, highlighting SERPINB3 expression in bronchiolar cells. Single-cell expression data were obtained from the Human Protein Atlas.

Journal: Communications Medicine

Article Title: Autoantibody repertoire analysis in paraneoplastic pemphigus reveals novel targets linked to mucocutaneous blistering and bronchiolitis obliterans

doi: 10.1038/s43856-025-01335-2

Figure Lengend Snippet: a Gene expression levels (Transcripts Per Million, TPM) of major autoantibody targets identified in paraneoplastic pemphigus, showing a marked enrichment in the skin and other squamous epithelia (data from the GTEx database, v6p.v1.1.8). Each bar comprises stacked boxes, with the width of each box representing the interquartile range of gene expression in the corresponding tissue. b – d Heatmaps showing normalized single-cell transcript expression levels (nTPM), summarized per gene and cell type cluster for selected tissues, highlighting SERPINB3 expression in bronchiolar cells. Single-cell expression data were obtained from the Human Protein Atlas.

Article Snippet: Single-cell expression data were obtained from the Human Protein Atlas.

Techniques: Gene Expression, Expressing