Review




Structured Review

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/result/seurat package v4 0/product/Spatial Transcriptomics Inc
Average 86 stars, based on 1 article reviews
seurat package v4 0 - by Bioz Stars, 2026-05
86/100 stars

Images



Similar Products

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/result/seurat v4 1 1 r package/product/10X Genomics
Average 86 stars, based on 1 article reviews
seurat v4 1 1 r package - by Bioz Stars, 2026-05
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/result/seurat package v4 0/product/Spatial Transcriptomics Inc
Average 86 stars, based on 1 article reviews
seurat package v4 0 - by Bioz Stars, 2026-05
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/result/seurat r package/product/Spatial Transcriptomics Inc
Average 86 stars, based on 1 article reviews
seurat r package - by Bioz Stars, 2026-05
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/result/seurat v 4 4 0 package/product/Spatial Transcriptomics Inc
Average 86 stars, based on 1 article reviews
seurat v 4 4 0 package - by Bioz Stars, 2026-05
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/result/seurat package/product/Spatial Transcriptomics Inc
Average 86 stars, based on 1 article reviews
seurat package - by Bioz Stars, 2026-05
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/result/seurat package/product/Biotechnology Information
Average 86 stars, based on 1 article reviews
seurat package - by Bioz Stars, 2026-05
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/result/seurat r package v.4.5.0/product/RStudio
Average 90 stars, based on 1 article reviews
seurat r package v.4.5.0 - by Bioz Stars, 2026-05
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/result/r package seurat v4.05/product/RStudio
Average 90 stars, based on 1 article reviews
r package seurat v4.05 - by Bioz Stars, 2026-05
90/100 stars
  Buy from Supplier

90
RStudio seurat package version 4.3.0.1
<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 Version 4.3.0.1, 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/result/seurat package version 4.3.0.1/product/RStudio
Average 90 stars, based on 1 article reviews
seurat package version 4.3.0.1 - by Bioz Stars, 2026-05
90/100 stars
  Buy from Supplier

90
RStudio seurat r 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 R Package, 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/result/seurat r package/product/RStudio
Average 90 stars, based on 1 article reviews
seurat r package - by Bioz Stars, 2026-05
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