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Spatial Transcriptomics Inc whole transcriptome sequencing wts
Cancer‐associated secretory (CAS) cells originated from alveolar type 2 (AT2) cells. (A) Principal component analysis (PCA) plot of alveolar type 1 (AT1), AT2 and CAS cells in the solid component of tumour (S) and ground‐glass component of tumour (GG) regions, with lines representing the inferred trajectories. Each dot represents a single cell and is coloured according to cell type. Lines indicate inferred trajectories, estimated using Slingshot. (B) PCA plots of single‐cell transcriptomes, with cells (dots) coloured by region (GG vs. S) (top) and patient (bottom). (C) Pseudotime analysis depicting the gene expression dynamics of surfactant protein A1 (SFTPA1) (AT2 marker), advanced glycation end‐product specific receptor (AGER) (AT1 marker), secretoglobin family 3A member 2 (SCGB3A2) (CAS marker) and carcinoembryonic antigen‐related cell adhesion molecule 6 (CEACAM6) (CAS marker) along the inferred trajectory. The black line and points represent lineage 1 (AT2 to AT1), while the red line and points represent lineage 2 (AT2 to CAS). (D) Violin plots showing the expression levels of carcinoembryonic antigen‐related cell adhesion molecule 5 (CEACAM5), CEACAM6 and serine peptidase inhibitor Kazal type 1 (SPINK1) across different samples in CAS cell types from single‐cell RNA <t>sequencing</t> (scRNA‐seq). (E) Box plots displaying normalised expression levels of SFTPA1, SCGB3A2, CEACAM5, CEACAM6 and SPINK1 across different components (N, GG and S, n = 7, respectively) in whole‐transcriptome sequencing analysis. The Kruskal–Wallis test was performed. (F) Box plots showing the normalised expression levels of SFTPA1, SCGB3A2, CEACAM5, CEACAM6 and SPINK1 across normal (N, n = 23) and cancer (C, n = 34) tissues from a study by Zhang et al. (2020). Wilcox statistical significance is indicated by p ‐values. PSN, part‐solid nodule; SCGB3A1, secretoglobin family 3A member 1.
Whole Transcriptome Sequencing Wts, 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/spatial+transcriptomics+sequencing+st+seq/pmc12360329-5-6-21?v=Spatial+Transcriptomics+Inc
Average 86 stars, based on 1 article reviews
whole transcriptome sequencing wts - by Bioz Stars, 2026-08
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1) Product Images from "Novel cancer‐associated secretory cells and IL‐1β + macrophages as key players in early lung adenocarcinoma progression in female never‐smokers"

Article Title: Novel cancer‐associated secretory cells and IL‐1β + macrophages as key players in early lung adenocarcinoma progression in female never‐smokers

Journal: Clinical and Translational Medicine

doi: 10.1002/ctm2.70433

Cancer‐associated secretory (CAS) cells originated from alveolar type 2 (AT2) cells. (A) Principal component analysis (PCA) plot of alveolar type 1 (AT1), AT2 and CAS cells in the solid component of tumour (S) and ground‐glass component of tumour (GG) regions, with lines representing the inferred trajectories. Each dot represents a single cell and is coloured according to cell type. Lines indicate inferred trajectories, estimated using Slingshot. (B) PCA plots of single‐cell transcriptomes, with cells (dots) coloured by region (GG vs. S) (top) and patient (bottom). (C) Pseudotime analysis depicting the gene expression dynamics of surfactant protein A1 (SFTPA1) (AT2 marker), advanced glycation end‐product specific receptor (AGER) (AT1 marker), secretoglobin family 3A member 2 (SCGB3A2) (CAS marker) and carcinoembryonic antigen‐related cell adhesion molecule 6 (CEACAM6) (CAS marker) along the inferred trajectory. The black line and points represent lineage 1 (AT2 to AT1), while the red line and points represent lineage 2 (AT2 to CAS). (D) Violin plots showing the expression levels of carcinoembryonic antigen‐related cell adhesion molecule 5 (CEACAM5), CEACAM6 and serine peptidase inhibitor Kazal type 1 (SPINK1) across different samples in CAS cell types from single‐cell RNA sequencing (scRNA‐seq). (E) Box plots displaying normalised expression levels of SFTPA1, SCGB3A2, CEACAM5, CEACAM6 and SPINK1 across different components (N, GG and S, n = 7, respectively) in whole‐transcriptome sequencing analysis. The Kruskal–Wallis test was performed. (F) Box plots showing the normalised expression levels of SFTPA1, SCGB3A2, CEACAM5, CEACAM6 and SPINK1 across normal (N, n = 23) and cancer (C, n = 34) tissues from a study by Zhang et al. (2020). Wilcox statistical significance is indicated by p ‐values. PSN, part‐solid nodule; SCGB3A1, secretoglobin family 3A member 1.
Figure Legend Snippet: Cancer‐associated secretory (CAS) cells originated from alveolar type 2 (AT2) cells. (A) Principal component analysis (PCA) plot of alveolar type 1 (AT1), AT2 and CAS cells in the solid component of tumour (S) and ground‐glass component of tumour (GG) regions, with lines representing the inferred trajectories. Each dot represents a single cell and is coloured according to cell type. Lines indicate inferred trajectories, estimated using Slingshot. (B) PCA plots of single‐cell transcriptomes, with cells (dots) coloured by region (GG vs. S) (top) and patient (bottom). (C) Pseudotime analysis depicting the gene expression dynamics of surfactant protein A1 (SFTPA1) (AT2 marker), advanced glycation end‐product specific receptor (AGER) (AT1 marker), secretoglobin family 3A member 2 (SCGB3A2) (CAS marker) and carcinoembryonic antigen‐related cell adhesion molecule 6 (CEACAM6) (CAS marker) along the inferred trajectory. The black line and points represent lineage 1 (AT2 to AT1), while the red line and points represent lineage 2 (AT2 to CAS). (D) Violin plots showing the expression levels of carcinoembryonic antigen‐related cell adhesion molecule 5 (CEACAM5), CEACAM6 and serine peptidase inhibitor Kazal type 1 (SPINK1) across different samples in CAS cell types from single‐cell RNA sequencing (scRNA‐seq). (E) Box plots displaying normalised expression levels of SFTPA1, SCGB3A2, CEACAM5, CEACAM6 and SPINK1 across different components (N, GG and S, n = 7, respectively) in whole‐transcriptome sequencing analysis. The Kruskal–Wallis test was performed. (F) Box plots showing the normalised expression levels of SFTPA1, SCGB3A2, CEACAM5, CEACAM6 and SPINK1 across normal (N, n = 23) and cancer (C, n = 34) tissues from a study by Zhang et al. (2020). Wilcox statistical significance is indicated by p ‐values. PSN, part‐solid nodule; SCGB3A1, secretoglobin family 3A member 1.

Techniques Used: Gene Expression, Marker, Expressing, RNA Sequencing, Sequencing



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Mendeley Ltd spatial transcriptome sequencing (st-seq) dataset
Transcription programs of ccRCC cells in response to cuproptosis. A UMAP showing the 10 subtypes of 26,981 Epithelial cells; B heatmap showing inferred CNV of scRNA-seq dataset; C dot plot of the relative cellular proportions of Epithelial subtypes in each group; D GSEA analysis revealed the activated CRGs enriched in Normal Epithelial cells; E violin plot showing the relative CRGs score in each cancer subtype; F survival plot of HILPDA + ccRCC1 signature high and low group in the KIRC samples; G violin plots of HILPDA expression levels and hypoxia scores in each cancer subtypes; H spatial <t>transcriptome</t> displayed the distribution of CRGs, HILPDA + ccRCC1 signatures, hypoxia scores and HILPDA expression; I the regulon specificity scores of TFs in HILPDA + ccRCC1 subtype. The top 5 TFs ordered by scores were listed; J violin plot showing the expression levels of the top 5 TFs in HILPDA + ccRCC1 subtype across stage I–IV.
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Spatial Transcriptomics Inc spatial transcriptomics sequencing (st-seq)
Transcription programs of ccRCC cells in response to cuproptosis. A UMAP showing the 10 subtypes of 26,981 Epithelial cells; B heatmap showing inferred CNV of scRNA-seq dataset; C dot plot of the relative cellular proportions of Epithelial subtypes in each group; D GSEA analysis revealed the activated CRGs enriched in Normal Epithelial cells; E violin plot showing the relative CRGs score in each cancer subtype; F survival plot of HILPDA + ccRCC1 signature high and low group in the KIRC samples; G violin plots of HILPDA expression levels and hypoxia scores in each cancer subtypes; H spatial <t>transcriptome</t> displayed the distribution of CRGs, HILPDA + ccRCC1 signatures, hypoxia scores and HILPDA expression; I the regulon specificity scores of TFs in HILPDA + ccRCC1 subtype. The top 5 TFs ordered by scores were listed; J violin plot showing the expression levels of the top 5 TFs in HILPDA + ccRCC1 subtype across stage I–IV.
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Image Search Results


Transcription programs of ccRCC cells in response to cuproptosis. A UMAP showing the 10 subtypes of 26,981 Epithelial cells; B heatmap showing inferred CNV of scRNA-seq dataset; C dot plot of the relative cellular proportions of Epithelial subtypes in each group; D GSEA analysis revealed the activated CRGs enriched in Normal Epithelial cells; E violin plot showing the relative CRGs score in each cancer subtype; F survival plot of HILPDA + ccRCC1 signature high and low group in the KIRC samples; G violin plots of HILPDA expression levels and hypoxia scores in each cancer subtypes; H spatial transcriptome displayed the distribution of CRGs, HILPDA + ccRCC1 signatures, hypoxia scores and HILPDA expression; I the regulon specificity scores of TFs in HILPDA + ccRCC1 subtype. The top 5 TFs ordered by scores were listed; J violin plot showing the expression levels of the top 5 TFs in HILPDA + ccRCC1 subtype across stage I–IV.

Journal: Discover Oncology

Article Title: Characterization of cuproptosis signature in clear cell renal cell carcinoma by single cell and spatial transcriptome analysis

doi: 10.1007/s12672-024-01162-2

Figure Lengend Snippet: Transcription programs of ccRCC cells in response to cuproptosis. A UMAP showing the 10 subtypes of 26,981 Epithelial cells; B heatmap showing inferred CNV of scRNA-seq dataset; C dot plot of the relative cellular proportions of Epithelial subtypes in each group; D GSEA analysis revealed the activated CRGs enriched in Normal Epithelial cells; E violin plot showing the relative CRGs score in each cancer subtype; F survival plot of HILPDA + ccRCC1 signature high and low group in the KIRC samples; G violin plots of HILPDA expression levels and hypoxia scores in each cancer subtypes; H spatial transcriptome displayed the distribution of CRGs, HILPDA + ccRCC1 signatures, hypoxia scores and HILPDA expression; I the regulon specificity scores of TFs in HILPDA + ccRCC1 subtype. The top 5 TFs ordered by scores were listed; J violin plot showing the expression levels of the top 5 TFs in HILPDA + ccRCC1 subtype across stage I–IV.

Article Snippet: The spatial transcriptome sequencing (ST-seq) dataset was obtained from Mendeley Data platform ( https://data.mendeley.com/datasets/g67bkbnhhg/1 ) and input to python environment.

Techniques: Expressing

Dissection of immunosuppressive cells of cuproptosis-related tumor microenvironment. A UMAP showing the 16 subtypes of 99,210 Immune cells; B violin plot of the relative expression levels of the canocial markers in each subtype; C heatmap showing the enrichment of immune checkpoint and suppressive genes; D spatial transcriptome displayed the distribution of Treg, CD8_Exhausted and TAM signature scores; E heatmap showing the four gene expression patterns deduced by TDEseq analysis; F violin plots showing the relative expression levels of CRG scores in the immunosuppressive cells across different stages; G Chord diagram showing the number of interactions among the four subtypes; H Bubble plot showing the ligand-receptor pairs in the main subtype; I Heatmap showing the relative expression levels of key genes of the four subtypes among the different stages. The paired ligand-receptor shown in H were connected by lines.

Journal: Discover Oncology

Article Title: Characterization of cuproptosis signature in clear cell renal cell carcinoma by single cell and spatial transcriptome analysis

doi: 10.1007/s12672-024-01162-2

Figure Lengend Snippet: Dissection of immunosuppressive cells of cuproptosis-related tumor microenvironment. A UMAP showing the 16 subtypes of 99,210 Immune cells; B violin plot of the relative expression levels of the canocial markers in each subtype; C heatmap showing the enrichment of immune checkpoint and suppressive genes; D spatial transcriptome displayed the distribution of Treg, CD8_Exhausted and TAM signature scores; E heatmap showing the four gene expression patterns deduced by TDEseq analysis; F violin plots showing the relative expression levels of CRG scores in the immunosuppressive cells across different stages; G Chord diagram showing the number of interactions among the four subtypes; H Bubble plot showing the ligand-receptor pairs in the main subtype; I Heatmap showing the relative expression levels of key genes of the four subtypes among the different stages. The paired ligand-receptor shown in H were connected by lines.

Article Snippet: The spatial transcriptome sequencing (ST-seq) dataset was obtained from Mendeley Data platform ( https://data.mendeley.com/datasets/g67bkbnhhg/1 ) and input to python environment.

Techniques: Dissection, Expressing, Gene Expression