Review




Structured Review

10X Genomics seurat package
Seurat Package, supplied by 10X Genomics, 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/seurat+package/seurat/pmc13143995-91-3-11
Average 86 stars, based on 1 article reviews
seurat package - by Bioz Stars, 2026-09
86/100 stars

Images

Related Articles

Sequencing:

Article Title: Dissecting the role of CAR signaling architectures on T cell activation and persistence using pooled screens and single-cell sequencing
Article Snippet: The final scCARseq library was then purified using a 1X-0.6X double-sided SPRIselect bead DNA cleanup (Beckman Coulter) and sequenced with the Illumina platform using the same cycle scheme as the scRNAseq and scCITEseq libraries. scCARseq data analysis was conducted using the Biostrings package in R. Only cells with at least two different unique molecular identifiers (UMIs) defining the same CAR annotation were accepted. .. The raw sequencing data were aligned to the GRCh38 human reference genome using Cell Ranger (10X Genomics, version 6.0.0) and imported into R (version 4.2.3) to perform downstream analysis using the Seurat package (version 4.3.0.1). ..

other:

Article Title: scTyper: a comprehensive pipeline for the cell typing analysis of single-cell RNA-seq data
Article Snippet: The package also supports the data preprocessing pipelines by Cell Ranger from 10X Genomics and the Seurat package.

Single Cell RNA-Seq:

Article Title: RNA Sequencing of Whole Blood Defines the Signature of High Intensity Exercise at Altitude in Elite Speed Skaters
Article Snippet: .. Publicly available single cell RNA-seq datasets (GSE149938 and 10k PBMC cells from 10X Genomics) were downloaded locally and processed using the Seurat package [ ]. ..

Biomarker Discovery:

Article Title: Morphine treatment restricts response to immunotherapy in oral squamous cell carcinoma.
Article Snippet: .. Clinical data were obtained via chart review, including baseline characteristics such as age at diagnosis, sex, race, human papilloma virus status for oropharyngeal tumors, tumor pathological stage. scRNA- Seq data from TILs of patients with HNSCC were sourced from GSE139324,29 comprizing 10 opioid- naive and 16 opioid- exposed patients’ scRNA- Seq data which were processed using the 10X Genomics Cell Ranger pipeline.29 Seurat objects were created from available raw gene expression matrices for each patient, normalized, and integrated using R with the Seurat package. ..

Virus:

Article Title: Morphine treatment restricts response to immunotherapy in oral squamous cell carcinoma.
Article Snippet: .. Clinical data were obtained via chart review, including baseline characteristics such as age at diagnosis, sex, race, human papilloma virus status for oropharyngeal tumors, tumor pathological stage. scRNA- Seq data from TILs of patients with HNSCC were sourced from GSE139324,29 comprizing 10 opioid- naive and 16 opioid- exposed patients’ scRNA- Seq data which were processed using the 10X Genomics Cell Ranger pipeline.29 Seurat objects were created from available raw gene expression matrices for each patient, normalized, and integrated using R with the Seurat package. ..

Gene Expression:

Article Title: Morphine treatment restricts response to immunotherapy in oral squamous cell carcinoma.
Article Snippet: .. Clinical data were obtained via chart review, including baseline characteristics such as age at diagnosis, sex, race, human papilloma virus status for oropharyngeal tumors, tumor pathological stage. scRNA- Seq data from TILs of patients with HNSCC were sourced from GSE139324,29 comprizing 10 opioid- naive and 16 opioid- exposed patients’ scRNA- Seq data which were processed using the 10X Genomics Cell Ranger pipeline.29 Seurat objects were created from available raw gene expression matrices for each patient, normalized, and integrated using R with the Seurat package. ..

Software:

Article Title: Heterogeneity of human bone marrow and blood natural killer cells defined by single-cell transcriptome
Article Snippet: .. Data analysis 10X Genomics Cell Ranger pipeline (v2.1.1), Seurat package (v2.3.1) and Monocle2 (v2.6.4) in R (v3.4.3 or above) For manuscripts utilizing custom algorithms or software that are central to the research but not yet described in published literature, software must be made available to editors/reviewers. ..

Generated:

Article Title: scTrimClust: A Fast Approach to Robust scRNA-seq Analysis Using Trimmed Cell Clusters
Article Snippet: .. The first one, names PBMC 3k, was generated from peripheral blood mononuclear cells, is featured in the Seurat guided tutorial and is accessible through the Seurat package or the 10x Genomics webpage ( https://cf.10xgenomics.com/samples/cell/pbmc3k/pbmc3k_filtered_gene_bc_matrices.tar.gz ). ..



Similar Products

86
10X Genomics seurat package
Seurat Package, supplied by 10X Genomics, 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/seurat+package/seurat/pmc13143995-91-3-11
Average 86 stars, based on 1 article reviews
seurat package - by Bioz Stars, 2026-09
86/100 stars
  Buy from Supplier

86
10X Genomics seurat v4 1 1 r package
Seurat V4 1 1 R Package, supplied by 10X Genomics, 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/seurat+package/seurat/pm41950005-308-22-15
Average 86 stars, based on 1 article reviews
seurat v4 1 1 r package - by Bioz Stars, 2026-09
86/100 stars
  Buy from Supplier

86
10X Genomics seurat r package
Seurat R Package, supplied by 10X Genomics, 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/seurat+package/seurat/pm41776161-1010-47-31
Average 86 stars, based on 1 article reviews
seurat r package - by Bioz Stars, 2026-09
86/100 stars
  Buy from Supplier

86
Spatial Transcriptomics Inc seurat package v4 0
Seurat Package V4 0, supplied by Spatial Transcriptomics 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/seurat+package/0+3+seurat+v4/pm41513193-142-7-0
Average 86 stars, based on 1 article reviews
seurat package v4 0 - by Bioz Stars, 2026-09
86/100 stars
  Buy from Supplier

86
Spatial Transcriptomics Inc seurat r package
Seurat R Package, supplied by Spatial Transcriptomics 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/seurat+package/0+3+seurat+v4/pmc12870534-101-10-0
Average 86 stars, based on 1 article reviews
seurat r package - by Bioz Stars, 2026-09
86/100 stars
  Buy from Supplier

86
Spatial Transcriptomics Inc seurat v 4 4 0 package
Seurat V 4 4 0 Package, supplied by Spatial Transcriptomics 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/seurat+package/0+3+seurat+v4/pmc12577258-159-9-0
Average 86 stars, based on 1 article reviews
seurat v 4 4 0 package - by Bioz Stars, 2026-09
86/100 stars
  Buy from Supplier

86
Spatial Transcriptomics Inc seurat package
<t>Spatial</t> <t>transcriptomics</t> identifies tissue based on gene expression patterns of 990 genes that comprise a whole-body panel on the NanoString CosMx platform. (A-C) Uniform Manifold Approximation and Projection (UMAP) clustering and a feature plot of the major tissue types in the mandibular region led to the identification of 14 cell populations: Mesenchyme 1 (0, blue), Masseter Muscle (1, red), Mesenchyme 2 (2, light green), Immature Osteoblasts (3, black), Endothelial Cells (4, dark pink), Tooth (5, dark green), Dental Mesenchyme (6, yellow), Meck el’s Cartilage (7, light blue), Myogenic Progenitors (8, brown), Glia (9, teal), Neurons (10, purple), Mature Osteoblasts (11, dark teal), Neuron (12, light pink), Epithelial cells (13, olive green), and Pericytes (14, dark red). Spatial transcriptomics-based expression of Col2a1 (purple, D-E) and Col1a1 (cyan, G-H) in the adjoining (AC) osteoblasts (black outlined) compared to non-adjoining (NAC) endothelial cells (pink outlined) in Med23 +/ECKO controls and Med23 ECKO/ECKO mutants. Quantification of Col2a1 transcripts (F) and Col1a1 transcripts (I) were statistically analyzed using ANOVA. (J,K,N) Spatial transcriptomics-based expression of Aplnr (orange) in conjunction with Flt1 ( Vegfr1 , blue) and Pecam1 (green) around the mandible. (L,M) Vegfa (orange), Flt1 (blue) and Kdr ( Vegfr2 , green) expression was analyzed and used to generate figures in R using <t>Seurat.</t> (O) Quantification of the number of Vegfa positive cells in proximity to Vegfr1 positive cells compared to Vegfa positive cells in proximity to Vegfr2 positive cells in Med23 +/ECKO controls and Med23 ECKO/ECKO mutants. Statistical analysis was performed using ANOVA.
Seurat Package, supplied by Spatial Transcriptomics 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/seurat+package/0+3+seurat+v4/bio_rxiv__2025__09__13__676037-181-7-2
Average 86 stars, based on 1 article reviews
seurat package - by Bioz Stars, 2026-09
86/100 stars
  Buy from Supplier

86
Biotechnology Information seurat package
<t>Spatial</t> <t>transcriptomics</t> identifies tissue based on gene expression patterns of 990 genes that comprise a whole-body panel on the NanoString CosMx platform. (A-C) Uniform Manifold Approximation and Projection (UMAP) clustering and a feature plot of the major tissue types in the mandibular region led to the identification of 14 cell populations: Mesenchyme 1 (0, blue), Masseter Muscle (1, red), Mesenchyme 2 (2, light green), Immature Osteoblasts (3, black), Endothelial Cells (4, dark pink), Tooth (5, dark green), Dental Mesenchyme (6, yellow), Meck el’s Cartilage (7, light blue), Myogenic Progenitors (8, brown), Glia (9, teal), Neurons (10, purple), Mature Osteoblasts (11, dark teal), Neuron (12, light pink), Epithelial cells (13, olive green), and Pericytes (14, dark red). Spatial transcriptomics-based expression of Col2a1 (purple, D-E) and Col1a1 (cyan, G-H) in the adjoining (AC) osteoblasts (black outlined) compared to non-adjoining (NAC) endothelial cells (pink outlined) in Med23 +/ECKO controls and Med23 ECKO/ECKO mutants. Quantification of Col2a1 transcripts (F) and Col1a1 transcripts (I) were statistically analyzed using ANOVA. (J,K,N) Spatial transcriptomics-based expression of Aplnr (orange) in conjunction with Flt1 ( Vegfr1 , blue) and Pecam1 (green) around the mandible. (L,M) Vegfa (orange), Flt1 (blue) and Kdr ( Vegfr2 , green) expression was analyzed and used to generate figures in R using <t>Seurat.</t> (O) Quantification of the number of Vegfa positive cells in proximity to Vegfr1 positive cells compared to Vegfa positive cells in proximity to Vegfr2 positive cells in Med23 +/ECKO controls and Med23 ECKO/ECKO mutants. Statistical analysis was performed using ANOVA.
Seurat Package, supplied by Biotechnology Information, 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/seurat+package/object+seurat/pmc12372879-339-20-10
Average 86 stars, based on 1 article reviews
seurat package - by Bioz Stars, 2026-09
86/100 stars
  Buy from Supplier

90
RStudio seurat r package v.4.5.0
<t>Spatial</t> <t>transcriptomics</t> identifies tissue based on gene expression patterns of 990 genes that comprise a whole-body panel on the NanoString CosMx platform. (A-C) Uniform Manifold Approximation and Projection (UMAP) clustering and a feature plot of the major tissue types in the mandibular region led to the identification of 14 cell populations: Mesenchyme 1 (0, blue), Masseter Muscle (1, red), Mesenchyme 2 (2, light green), Immature Osteoblasts (3, black), Endothelial Cells (4, dark pink), Tooth (5, dark green), Dental Mesenchyme (6, yellow), Meck el’s Cartilage (7, light blue), Myogenic Progenitors (8, brown), Glia (9, teal), Neurons (10, purple), Mature Osteoblasts (11, dark teal), Neuron (12, light pink), Epithelial cells (13, olive green), and Pericytes (14, dark red). Spatial transcriptomics-based expression of Col2a1 (purple, D-E) and Col1a1 (cyan, G-H) in the adjoining (AC) osteoblasts (black outlined) compared to non-adjoining (NAC) endothelial cells (pink outlined) in Med23 +/ECKO controls and Med23 ECKO/ECKO mutants. Quantification of Col2a1 transcripts (F) and Col1a1 transcripts (I) were statistically analyzed using ANOVA. (J,K,N) Spatial transcriptomics-based expression of Aplnr (orange) in conjunction with Flt1 ( Vegfr1 , blue) and Pecam1 (green) around the mandible. (L,M) Vegfa (orange), Flt1 (blue) and Kdr ( Vegfr2 , green) expression was analyzed and used to generate figures in R using <t>Seurat.</t> (O) Quantification of the number of Vegfa positive cells in proximity to Vegfr1 positive cells compared to Vegfa positive cells in proximity to Vegfr2 positive cells in Med23 +/ECKO controls and Med23 ECKO/ECKO mutants. Statistical analysis was performed using ANOVA.
Seurat R Package V.4.5.0, supplied by RStudio, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/seurat+package/seurat+package/pmc12272782-451-9-13
Average 90 stars, based on 1 article reviews
seurat r package v.4.5.0 - by Bioz Stars, 2026-09
90/100 stars
  Buy from Supplier

90
RStudio r package seurat v4.05
<t>Spatial</t> <t>transcriptomics</t> identifies tissue based on gene expression patterns of 990 genes that comprise a whole-body panel on the NanoString CosMx platform. (A-C) Uniform Manifold Approximation and Projection (UMAP) clustering and a feature plot of the major tissue types in the mandibular region led to the identification of 14 cell populations: Mesenchyme 1 (0, blue), Masseter Muscle (1, red), Mesenchyme 2 (2, light green), Immature Osteoblasts (3, black), Endothelial Cells (4, dark pink), Tooth (5, dark green), Dental Mesenchyme (6, yellow), Meck el’s Cartilage (7, light blue), Myogenic Progenitors (8, brown), Glia (9, teal), Neurons (10, purple), Mature Osteoblasts (11, dark teal), Neuron (12, light pink), Epithelial cells (13, olive green), and Pericytes (14, dark red). Spatial transcriptomics-based expression of Col2a1 (purple, D-E) and Col1a1 (cyan, G-H) in the adjoining (AC) osteoblasts (black outlined) compared to non-adjoining (NAC) endothelial cells (pink outlined) in Med23 +/ECKO controls and Med23 ECKO/ECKO mutants. Quantification of Col2a1 transcripts (F) and Col1a1 transcripts (I) were statistically analyzed using ANOVA. (J,K,N) Spatial transcriptomics-based expression of Aplnr (orange) in conjunction with Flt1 ( Vegfr1 , blue) and Pecam1 (green) around the mandible. (L,M) Vegfa (orange), Flt1 (blue) and Kdr ( Vegfr2 , green) expression was analyzed and used to generate figures in R using <t>Seurat.</t> (O) Quantification of the number of Vegfa positive cells in proximity to Vegfr1 positive cells compared to Vegfa positive cells in proximity to Vegfr2 positive cells in Med23 +/ECKO controls and Med23 ECKO/ECKO mutants. Statistical analysis was performed using ANOVA.
R Package Seurat V4.05, supplied by RStudio, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/seurat+package/r+package+seurat+v4+05/pmc10556635__pnas__2306761120__sapp-34-1-8
Average 90 stars, based on 1 article reviews
r package seurat v4.05 - by Bioz Stars, 2026-09
90/100 stars
  Buy from Supplier

Image Search Results


Spatial transcriptomics identifies tissue based on gene expression patterns of 990 genes that comprise a whole-body panel on the NanoString CosMx platform. (A-C) Uniform Manifold Approximation and Projection (UMAP) clustering and a feature plot of the major tissue types in the mandibular region led to the identification of 14 cell populations: Mesenchyme 1 (0, blue), Masseter Muscle (1, red), Mesenchyme 2 (2, light green), Immature Osteoblasts (3, black), Endothelial Cells (4, dark pink), Tooth (5, dark green), Dental Mesenchyme (6, yellow), Meck el’s Cartilage (7, light blue), Myogenic Progenitors (8, brown), Glia (9, teal), Neurons (10, purple), Mature Osteoblasts (11, dark teal), Neuron (12, light pink), Epithelial cells (13, olive green), and Pericytes (14, dark red). Spatial transcriptomics-based expression of Col2a1 (purple, D-E) and Col1a1 (cyan, G-H) in the adjoining (AC) osteoblasts (black outlined) compared to non-adjoining (NAC) endothelial cells (pink outlined) in Med23 +/ECKO controls and Med23 ECKO/ECKO mutants. Quantification of Col2a1 transcripts (F) and Col1a1 transcripts (I) were statistically analyzed using ANOVA. (J,K,N) Spatial transcriptomics-based expression of Aplnr (orange) in conjunction with Flt1 ( Vegfr1 , blue) and Pecam1 (green) around the mandible. (L,M) Vegfa (orange), Flt1 (blue) and Kdr ( Vegfr2 , green) expression was analyzed and used to generate figures in R using Seurat. (O) Quantification of the number of Vegfa positive cells in proximity to Vegfr1 positive cells compared to Vegfa positive cells in proximity to Vegfr2 positive cells in Med23 +/ECKO controls and Med23 ECKO/ECKO mutants. Statistical analysis was performed using ANOVA.

Journal: bioRxiv

Article Title: Vascular Patterning affects Intramembranous Ossification through HIF1α-Vegf Signaling

doi: 10.1101/2025.09.13.676037

Figure Lengend Snippet: Spatial transcriptomics identifies tissue based on gene expression patterns of 990 genes that comprise a whole-body panel on the NanoString CosMx platform. (A-C) Uniform Manifold Approximation and Projection (UMAP) clustering and a feature plot of the major tissue types in the mandibular region led to the identification of 14 cell populations: Mesenchyme 1 (0, blue), Masseter Muscle (1, red), Mesenchyme 2 (2, light green), Immature Osteoblasts (3, black), Endothelial Cells (4, dark pink), Tooth (5, dark green), Dental Mesenchyme (6, yellow), Meck el’s Cartilage (7, light blue), Myogenic Progenitors (8, brown), Glia (9, teal), Neurons (10, purple), Mature Osteoblasts (11, dark teal), Neuron (12, light pink), Epithelial cells (13, olive green), and Pericytes (14, dark red). Spatial transcriptomics-based expression of Col2a1 (purple, D-E) and Col1a1 (cyan, G-H) in the adjoining (AC) osteoblasts (black outlined) compared to non-adjoining (NAC) endothelial cells (pink outlined) in Med23 +/ECKO controls and Med23 ECKO/ECKO mutants. Quantification of Col2a1 transcripts (F) and Col1a1 transcripts (I) were statistically analyzed using ANOVA. (J,K,N) Spatial transcriptomics-based expression of Aplnr (orange) in conjunction with Flt1 ( Vegfr1 , blue) and Pecam1 (green) around the mandible. (L,M) Vegfa (orange), Flt1 (blue) and Kdr ( Vegfr2 , green) expression was analyzed and used to generate figures in R using Seurat. (O) Quantification of the number of Vegfa positive cells in proximity to Vegfr1 positive cells compared to Vegfa positive cells in proximity to Vegfr2 positive cells in Med23 +/ECKO controls and Med23 ECKO/ECKO mutants. Statistical analysis was performed using ANOVA.

Article Snippet: Analysis of Spatial Transcriptomics was performed using Seurat Package (4.9.9.9041) in R (4.2.0).

Techniques: Gene Expression, Expressing