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Structured Review

Azenta cosmx wtx assay
Design of the <t>CosMx</t> Whole Transcriptome Assay . (A) Distribution of sizes of all transcripts targeted <t>by</t> <t>WTx</t> probes is shown as a histogram. All transcripts greater than or equal to 15 kb in length are binned. (B) Gene density plot overlayed on the T2T genome karyotype demonstrates density of probe target regions across the chromosomes. (C) Schematic description of the ISH probe (blue), reporter design and illustration of the RNA assay workflow. The ISH probe consists of the target-binding and readout domains, the former being a 35–50-nt DNA sequence that hybridizes with target RNA, and the latter can be hybridized with a unique reporter. Each Reporter is conjugated with one of four fluorophores, and will be detected as one of four colors (blue, green, yellow or red) in SMI images. Each reporter has a controlled number of 30 dyes with six photocleavable sites to efficiently quench signals by UV illumination and a washing step before each cyclic reporter readout. First, the FFPE slide undergoes standard tissue preparation to expose RNA targets for ISH probe hybridization. Then the sample is assembled into a flow cell and loaded onto an instrument for cyclic readout with 39 sets of reporters. Because each reporter set contains four reporters with four different fluorophores, 156 unique reporters are used in the SMI assay to bind to the different reporter-landing domains on ISH probes. Following each set of reporter hybridization, high-resolution Z-stacked images are acquired followed by cleavage and removal of fluorophores from the reporters before incubation with the next set of reporters. (D) Each target is assigned with a unique 39-digit barcode with 4 “on” spots (labeled as either B,G,Y or R) and 35 “off” spots (labeled as “0”). Each colored letter of the barcode indicates the presence of the reporter that is associated with the target in the specific reporter hybridization round and its color indicates the fluorophore of the hybridized reporter. “0” means that no reporter binds to the ISH probe in that hybridization round, and the target should be silenced or blank in that round of imaging. For each gene, 4 reporters will sequentially bind to the 4 designated reporter landing domains of the ISH probe throughout the 39 rounds of cyclic reporter readout. (E) Representative 260nm chromatograms for reporter assembly and purification are shown. Unpurified 30 dye reporters with Alexa Fluor-647 (top) shown in contrast to purified product (bottom). Each inset box represents what is represented by each chromatogram peak. Each element is hybridized in excess to ensure fully assembled reporters.
Cosmx Wtx Assay, supplied by Azenta, 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/cosmx wtx assay/product/Azenta
Average 90 stars, based on 1 article reviews
cosmx wtx assay - by Bioz Stars, 2026-05
90/100 stars

Images

1) Product Images from "Sub-cellular Imaging of the Entire Protein-Coding Human Transcriptome (18933-plex) on FFPE Tissue Using Spatial Molecular Imaging"

Article Title: Sub-cellular Imaging of the Entire Protein-Coding Human Transcriptome (18933-plex) on FFPE Tissue Using Spatial Molecular Imaging

Journal: bioRxiv

doi: 10.1101/2024.11.27.625536

Design of the CosMx Whole Transcriptome Assay . (A) Distribution of sizes of all transcripts targeted by WTx probes is shown as a histogram. All transcripts greater than or equal to 15 kb in length are binned. (B) Gene density plot overlayed on the T2T genome karyotype demonstrates density of probe target regions across the chromosomes. (C) Schematic description of the ISH probe (blue), reporter design and illustration of the RNA assay workflow. The ISH probe consists of the target-binding and readout domains, the former being a 35–50-nt DNA sequence that hybridizes with target RNA, and the latter can be hybridized with a unique reporter. Each Reporter is conjugated with one of four fluorophores, and will be detected as one of four colors (blue, green, yellow or red) in SMI images. Each reporter has a controlled number of 30 dyes with six photocleavable sites to efficiently quench signals by UV illumination and a washing step before each cyclic reporter readout. First, the FFPE slide undergoes standard tissue preparation to expose RNA targets for ISH probe hybridization. Then the sample is assembled into a flow cell and loaded onto an instrument for cyclic readout with 39 sets of reporters. Because each reporter set contains four reporters with four different fluorophores, 156 unique reporters are used in the SMI assay to bind to the different reporter-landing domains on ISH probes. Following each set of reporter hybridization, high-resolution Z-stacked images are acquired followed by cleavage and removal of fluorophores from the reporters before incubation with the next set of reporters. (D) Each target is assigned with a unique 39-digit barcode with 4 “on” spots (labeled as either B,G,Y or R) and 35 “off” spots (labeled as “0”). Each colored letter of the barcode indicates the presence of the reporter that is associated with the target in the specific reporter hybridization round and its color indicates the fluorophore of the hybridized reporter. “0” means that no reporter binds to the ISH probe in that hybridization round, and the target should be silenced or blank in that round of imaging. For each gene, 4 reporters will sequentially bind to the 4 designated reporter landing domains of the ISH probe throughout the 39 rounds of cyclic reporter readout. (E) Representative 260nm chromatograms for reporter assembly and purification are shown. Unpurified 30 dye reporters with Alexa Fluor-647 (top) shown in contrast to purified product (bottom). Each inset box represents what is represented by each chromatogram peak. Each element is hybridized in excess to ensure fully assembled reporters.
Figure Legend Snippet: Design of the CosMx Whole Transcriptome Assay . (A) Distribution of sizes of all transcripts targeted by WTx probes is shown as a histogram. All transcripts greater than or equal to 15 kb in length are binned. (B) Gene density plot overlayed on the T2T genome karyotype demonstrates density of probe target regions across the chromosomes. (C) Schematic description of the ISH probe (blue), reporter design and illustration of the RNA assay workflow. The ISH probe consists of the target-binding and readout domains, the former being a 35–50-nt DNA sequence that hybridizes with target RNA, and the latter can be hybridized with a unique reporter. Each Reporter is conjugated with one of four fluorophores, and will be detected as one of four colors (blue, green, yellow or red) in SMI images. Each reporter has a controlled number of 30 dyes with six photocleavable sites to efficiently quench signals by UV illumination and a washing step before each cyclic reporter readout. First, the FFPE slide undergoes standard tissue preparation to expose RNA targets for ISH probe hybridization. Then the sample is assembled into a flow cell and loaded onto an instrument for cyclic readout with 39 sets of reporters. Because each reporter set contains four reporters with four different fluorophores, 156 unique reporters are used in the SMI assay to bind to the different reporter-landing domains on ISH probes. Following each set of reporter hybridization, high-resolution Z-stacked images are acquired followed by cleavage and removal of fluorophores from the reporters before incubation with the next set of reporters. (D) Each target is assigned with a unique 39-digit barcode with 4 “on” spots (labeled as either B,G,Y or R) and 35 “off” spots (labeled as “0”). Each colored letter of the barcode indicates the presence of the reporter that is associated with the target in the specific reporter hybridization round and its color indicates the fluorophore of the hybridized reporter. “0” means that no reporter binds to the ISH probe in that hybridization round, and the target should be silenced or blank in that round of imaging. For each gene, 4 reporters will sequentially bind to the 4 designated reporter landing domains of the ISH probe throughout the 39 rounds of cyclic reporter readout. (E) Representative 260nm chromatograms for reporter assembly and purification are shown. Unpurified 30 dye reporters with Alexa Fluor-647 (top) shown in contrast to purified product (bottom). Each inset box represents what is represented by each chromatogram peak. Each element is hybridized in excess to ensure fully assembled reporters.

Techniques Used: Binding Assay, Sequencing, Hybridization, Incubation, Labeling, Imaging, Purification

WTx assay performance in cell pellet arrays. (A) Three replicate CosMx runs are plotted by total sum of all transcript calls transformed to log10 scale. Replicate 1 and 2 are done at a small imaging scale (37 FOVs), while Replicate 3 is done at a large imaging scale (370 FOVs), suggesting that consistency is not compromised on slides with more FOVs. Blue dots denote transcript calls, orange “X”s denote system controls, and green squares denote negative controls. The black line shows the best fit line to transcript calls (omitting system and negative controls), while the orange line shows a line of slope = 1, and no intercept. (B) CosMx WTx RNA expression profiling is concordant with bulk RNA-seq. Log10 transformed CosMx data, the sum of all transcripts across a single FOV (y-axis), is compared against log10 transformed bulk RNA-seq data, in TPM, collected from the CCLE (x-axis) for 36 cell lines on a 5 µm thick section of FFPE cell pellet array. Red lines describe segmented regression, and orange lines show the log10 transformed estimated breakpoints from each cell line in TPM. (C) Estimated breakpoints for each cell line in TPM, across 12 FOVs (per cell line) and 3 replicate slides. Black lines show 95% confidence interval, and the red line shows median value. (D) Pearson’s correlation between log10 transformed RNA-seq and CosMx data, for all transcripts above the breakpoint, across 12 FOVs (per cell line) and 3 replicate slides. The black line shows 95% confidence interval, and the red line shows median value. (E) Correlation between the log10 transformed transcripts for the full WTx panel (y-axis) and the log10 transformed transcripts for a subset of 6064 targets (x-axis) that corresponds to the commercial 6k panel, with targets selected for further redesign temporarily removed. Black dotted line shows the best fit regression.
Figure Legend Snippet: WTx assay performance in cell pellet arrays. (A) Three replicate CosMx runs are plotted by total sum of all transcript calls transformed to log10 scale. Replicate 1 and 2 are done at a small imaging scale (37 FOVs), while Replicate 3 is done at a large imaging scale (370 FOVs), suggesting that consistency is not compromised on slides with more FOVs. Blue dots denote transcript calls, orange “X”s denote system controls, and green squares denote negative controls. The black line shows the best fit line to transcript calls (omitting system and negative controls), while the orange line shows a line of slope = 1, and no intercept. (B) CosMx WTx RNA expression profiling is concordant with bulk RNA-seq. Log10 transformed CosMx data, the sum of all transcripts across a single FOV (y-axis), is compared against log10 transformed bulk RNA-seq data, in TPM, collected from the CCLE (x-axis) for 36 cell lines on a 5 µm thick section of FFPE cell pellet array. Red lines describe segmented regression, and orange lines show the log10 transformed estimated breakpoints from each cell line in TPM. (C) Estimated breakpoints for each cell line in TPM, across 12 FOVs (per cell line) and 3 replicate slides. Black lines show 95% confidence interval, and the red line shows median value. (D) Pearson’s correlation between log10 transformed RNA-seq and CosMx data, for all transcripts above the breakpoint, across 12 FOVs (per cell line) and 3 replicate slides. The black line shows 95% confidence interval, and the red line shows median value. (E) Correlation between the log10 transformed transcripts for the full WTx panel (y-axis) and the log10 transformed transcripts for a subset of 6064 targets (x-axis) that corresponds to the commercial 6k panel, with targets selected for further redesign temporarily removed. Black dotted line shows the best fit regression.

Techniques Used: Transformation Assay, Imaging, RNA Expression, RNA Sequencing Assay

Performance comparison between CosMx WTx and single-cell RNA sequencing in FFPE colon cancer tissue. (A) Workflow schematic and throughput for Chromium FLEX and CosMx WTx assays. CosMx enables multi-modal integration of H&E, immunofluorescence and transcriptomics data on the same tissue section. (B) Histograms of detected total transcript counts per cell and gene features per cell from both platforms. (C) Cell type-specific comparison between the platforms (a coarse-level of 7 primary cell types was adopted). (D) Cell compositions of the tissue obtained from Chromium and CosMx were compared. To balance the difference in sample size, the CosMx dataset was subsampled: ∼6,000 cells were randomly chosen and mean composition was calculated (n = 100, mean + s.d.). (E) Cell type composition for entire dataset population from both platforms.
Figure Legend Snippet: Performance comparison between CosMx WTx and single-cell RNA sequencing in FFPE colon cancer tissue. (A) Workflow schematic and throughput for Chromium FLEX and CosMx WTx assays. CosMx enables multi-modal integration of H&E, immunofluorescence and transcriptomics data on the same tissue section. (B) Histograms of detected total transcript counts per cell and gene features per cell from both platforms. (C) Cell type-specific comparison between the platforms (a coarse-level of 7 primary cell types was adopted). (D) Cell compositions of the tissue obtained from Chromium and CosMx were compared. To balance the difference in sample size, the CosMx dataset was subsampled: ∼6,000 cells were randomly chosen and mean composition was calculated (n = 100, mean + s.d.). (E) Cell type composition for entire dataset population from both platforms.

Techniques Used: Comparison, RNA Sequencing Assay, Immunofluorescence

Performance of CosMx WTx in cultured cells. (A) Upfront morphology staining cell membrane (yellow) and nuclei stain (blue) shown in top left. In the image below, cell segmentation based on the above markers shown. Red dashed line in top left image delineates the boundaries of the area shown in the top right image. In the top right image, the red arrow points to one cell of interest (ID 232). Additional red box inset in the top right image shows area for bottom right image. Bottom right image shows 3D localization of transcripts in cells. (B) Assay reproducibility was validated in two independent runs using HEK293T cells, as shown in the upper correlation plot. Correlation with bulk RNA-seq data in the same line is presented in the lower plot. (C) Violin plots showing mean transcript counts and gene features per cell detected in 3 cell lines (n > 50,000 cells per cell line). (D) Upon dimension reduction, data for the three cell lines are presented via UMAP. (E) The top differentially expressed genes across the cell lines are shown with heatmap.
Figure Legend Snippet: Performance of CosMx WTx in cultured cells. (A) Upfront morphology staining cell membrane (yellow) and nuclei stain (blue) shown in top left. In the image below, cell segmentation based on the above markers shown. Red dashed line in top left image delineates the boundaries of the area shown in the top right image. In the top right image, the red arrow points to one cell of interest (ID 232). Additional red box inset in the top right image shows area for bottom right image. Bottom right image shows 3D localization of transcripts in cells. (B) Assay reproducibility was validated in two independent runs using HEK293T cells, as shown in the upper correlation plot. Correlation with bulk RNA-seq data in the same line is presented in the lower plot. (C) Violin plots showing mean transcript counts and gene features per cell detected in 3 cell lines (n > 50,000 cells per cell line). (D) Upon dimension reduction, data for the three cell lines are presented via UMAP. (E) The top differentially expressed genes across the cell lines are shown with heatmap.

Techniques Used: Cell Culture, Staining, Membrane, RNA Sequencing Assay

Pathway and Ligand-Receptor interactions identify global and spatial intratumor heterogeneity in colon cancer. (A) Major cell types identified using CosMx SMI WTx data for 414,005 cells. Cells are shown in their native XY space and UMAP space. Large tumor nest (black outline) is used for LR evaluation (panel D). (B) Local pathway enrichment scores for select PROGENy pathways. (C) Global view of pathway enrichment for all major cell type classifications. (D) Local LR scores for a given LR complex. Shown here are the eight complexes with the highest region-wide variability.
Figure Legend Snippet: Pathway and Ligand-Receptor interactions identify global and spatial intratumor heterogeneity in colon cancer. (A) Major cell types identified using CosMx SMI WTx data for 414,005 cells. Cells are shown in their native XY space and UMAP space. Large tumor nest (black outline) is used for LR evaluation (panel D). (B) Local pathway enrichment scores for select PROGENy pathways. (C) Global view of pathway enrichment for all major cell type classifications. (D) Local LR scores for a given LR complex. Shown here are the eight complexes with the highest region-wide variability.

Techniques Used:



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Azenta cosmx wtx assay
Design of the <t>CosMx</t> Whole Transcriptome Assay . (A) Distribution of sizes of all transcripts targeted <t>by</t> <t>WTx</t> probes is shown as a histogram. All transcripts greater than or equal to 15 kb in length are binned. (B) Gene density plot overlayed on the T2T genome karyotype demonstrates density of probe target regions across the chromosomes. (C) Schematic description of the ISH probe (blue), reporter design and illustration of the RNA assay workflow. The ISH probe consists of the target-binding and readout domains, the former being a 35–50-nt DNA sequence that hybridizes with target RNA, and the latter can be hybridized with a unique reporter. Each Reporter is conjugated with one of four fluorophores, and will be detected as one of four colors (blue, green, yellow or red) in SMI images. Each reporter has a controlled number of 30 dyes with six photocleavable sites to efficiently quench signals by UV illumination and a washing step before each cyclic reporter readout. First, the FFPE slide undergoes standard tissue preparation to expose RNA targets for ISH probe hybridization. Then the sample is assembled into a flow cell and loaded onto an instrument for cyclic readout with 39 sets of reporters. Because each reporter set contains four reporters with four different fluorophores, 156 unique reporters are used in the SMI assay to bind to the different reporter-landing domains on ISH probes. Following each set of reporter hybridization, high-resolution Z-stacked images are acquired followed by cleavage and removal of fluorophores from the reporters before incubation with the next set of reporters. (D) Each target is assigned with a unique 39-digit barcode with 4 “on” spots (labeled as either B,G,Y or R) and 35 “off” spots (labeled as “0”). Each colored letter of the barcode indicates the presence of the reporter that is associated with the target in the specific reporter hybridization round and its color indicates the fluorophore of the hybridized reporter. “0” means that no reporter binds to the ISH probe in that hybridization round, and the target should be silenced or blank in that round of imaging. For each gene, 4 reporters will sequentially bind to the 4 designated reporter landing domains of the ISH probe throughout the 39 rounds of cyclic reporter readout. (E) Representative 260nm chromatograms for reporter assembly and purification are shown. Unpurified 30 dye reporters with Alexa Fluor-647 (top) shown in contrast to purified product (bottom). Each inset box represents what is represented by each chromatogram peak. Each element is hybridized in excess to ensure fully assembled reporters.
Cosmx Wtx Assay, supplied by Azenta, 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/cosmx wtx assay/product/Azenta
Average 90 stars, based on 1 article reviews
cosmx wtx assay - by Bioz Stars, 2026-05
90/100 stars
  Buy from Supplier

Image Search Results


Design of the CosMx Whole Transcriptome Assay . (A) Distribution of sizes of all transcripts targeted by WTx probes is shown as a histogram. All transcripts greater than or equal to 15 kb in length are binned. (B) Gene density plot overlayed on the T2T genome karyotype demonstrates density of probe target regions across the chromosomes. (C) Schematic description of the ISH probe (blue), reporter design and illustration of the RNA assay workflow. The ISH probe consists of the target-binding and readout domains, the former being a 35–50-nt DNA sequence that hybridizes with target RNA, and the latter can be hybridized with a unique reporter. Each Reporter is conjugated with one of four fluorophores, and will be detected as one of four colors (blue, green, yellow or red) in SMI images. Each reporter has a controlled number of 30 dyes with six photocleavable sites to efficiently quench signals by UV illumination and a washing step before each cyclic reporter readout. First, the FFPE slide undergoes standard tissue preparation to expose RNA targets for ISH probe hybridization. Then the sample is assembled into a flow cell and loaded onto an instrument for cyclic readout with 39 sets of reporters. Because each reporter set contains four reporters with four different fluorophores, 156 unique reporters are used in the SMI assay to bind to the different reporter-landing domains on ISH probes. Following each set of reporter hybridization, high-resolution Z-stacked images are acquired followed by cleavage and removal of fluorophores from the reporters before incubation with the next set of reporters. (D) Each target is assigned with a unique 39-digit barcode with 4 “on” spots (labeled as either B,G,Y or R) and 35 “off” spots (labeled as “0”). Each colored letter of the barcode indicates the presence of the reporter that is associated with the target in the specific reporter hybridization round and its color indicates the fluorophore of the hybridized reporter. “0” means that no reporter binds to the ISH probe in that hybridization round, and the target should be silenced or blank in that round of imaging. For each gene, 4 reporters will sequentially bind to the 4 designated reporter landing domains of the ISH probe throughout the 39 rounds of cyclic reporter readout. (E) Representative 260nm chromatograms for reporter assembly and purification are shown. Unpurified 30 dye reporters with Alexa Fluor-647 (top) shown in contrast to purified product (bottom). Each inset box represents what is represented by each chromatogram peak. Each element is hybridized in excess to ensure fully assembled reporters.

Journal: bioRxiv

Article Title: Sub-cellular Imaging of the Entire Protein-Coding Human Transcriptome (18933-plex) on FFPE Tissue Using Spatial Molecular Imaging

doi: 10.1101/2024.11.27.625536

Figure Lengend Snippet: Design of the CosMx Whole Transcriptome Assay . (A) Distribution of sizes of all transcripts targeted by WTx probes is shown as a histogram. All transcripts greater than or equal to 15 kb in length are binned. (B) Gene density plot overlayed on the T2T genome karyotype demonstrates density of probe target regions across the chromosomes. (C) Schematic description of the ISH probe (blue), reporter design and illustration of the RNA assay workflow. The ISH probe consists of the target-binding and readout domains, the former being a 35–50-nt DNA sequence that hybridizes with target RNA, and the latter can be hybridized with a unique reporter. Each Reporter is conjugated with one of four fluorophores, and will be detected as one of four colors (blue, green, yellow or red) in SMI images. Each reporter has a controlled number of 30 dyes with six photocleavable sites to efficiently quench signals by UV illumination and a washing step before each cyclic reporter readout. First, the FFPE slide undergoes standard tissue preparation to expose RNA targets for ISH probe hybridization. Then the sample is assembled into a flow cell and loaded onto an instrument for cyclic readout with 39 sets of reporters. Because each reporter set contains four reporters with four different fluorophores, 156 unique reporters are used in the SMI assay to bind to the different reporter-landing domains on ISH probes. Following each set of reporter hybridization, high-resolution Z-stacked images are acquired followed by cleavage and removal of fluorophores from the reporters before incubation with the next set of reporters. (D) Each target is assigned with a unique 39-digit barcode with 4 “on” spots (labeled as either B,G,Y or R) and 35 “off” spots (labeled as “0”). Each colored letter of the barcode indicates the presence of the reporter that is associated with the target in the specific reporter hybridization round and its color indicates the fluorophore of the hybridized reporter. “0” means that no reporter binds to the ISH probe in that hybridization round, and the target should be silenced or blank in that round of imaging. For each gene, 4 reporters will sequentially bind to the 4 designated reporter landing domains of the ISH probe throughout the 39 rounds of cyclic reporter readout. (E) Representative 260nm chromatograms for reporter assembly and purification are shown. Unpurified 30 dye reporters with Alexa Fluor-647 (top) shown in contrast to purified product (bottom). Each inset box represents what is represented by each chromatogram peak. Each element is hybridized in excess to ensure fully assembled reporters.

Article Snippet: To benchmark the performance of the CosMx WTx assay against the widely used single-cell RNA sequencing (scRNA-seq) platform, we analyzed adjacent tissue sections from the same FFPE colorectal carcinoma block from a 10X certified service provider (Azenta Life Sciences, South San Francisco, CA).

Techniques: Binding Assay, Sequencing, Hybridization, Incubation, Labeling, Imaging, Purification

WTx assay performance in cell pellet arrays. (A) Three replicate CosMx runs are plotted by total sum of all transcript calls transformed to log10 scale. Replicate 1 and 2 are done at a small imaging scale (37 FOVs), while Replicate 3 is done at a large imaging scale (370 FOVs), suggesting that consistency is not compromised on slides with more FOVs. Blue dots denote transcript calls, orange “X”s denote system controls, and green squares denote negative controls. The black line shows the best fit line to transcript calls (omitting system and negative controls), while the orange line shows a line of slope = 1, and no intercept. (B) CosMx WTx RNA expression profiling is concordant with bulk RNA-seq. Log10 transformed CosMx data, the sum of all transcripts across a single FOV (y-axis), is compared against log10 transformed bulk RNA-seq data, in TPM, collected from the CCLE (x-axis) for 36 cell lines on a 5 µm thick section of FFPE cell pellet array. Red lines describe segmented regression, and orange lines show the log10 transformed estimated breakpoints from each cell line in TPM. (C) Estimated breakpoints for each cell line in TPM, across 12 FOVs (per cell line) and 3 replicate slides. Black lines show 95% confidence interval, and the red line shows median value. (D) Pearson’s correlation between log10 transformed RNA-seq and CosMx data, for all transcripts above the breakpoint, across 12 FOVs (per cell line) and 3 replicate slides. The black line shows 95% confidence interval, and the red line shows median value. (E) Correlation between the log10 transformed transcripts for the full WTx panel (y-axis) and the log10 transformed transcripts for a subset of 6064 targets (x-axis) that corresponds to the commercial 6k panel, with targets selected for further redesign temporarily removed. Black dotted line shows the best fit regression.

Journal: bioRxiv

Article Title: Sub-cellular Imaging of the Entire Protein-Coding Human Transcriptome (18933-plex) on FFPE Tissue Using Spatial Molecular Imaging

doi: 10.1101/2024.11.27.625536

Figure Lengend Snippet: WTx assay performance in cell pellet arrays. (A) Three replicate CosMx runs are plotted by total sum of all transcript calls transformed to log10 scale. Replicate 1 and 2 are done at a small imaging scale (37 FOVs), while Replicate 3 is done at a large imaging scale (370 FOVs), suggesting that consistency is not compromised on slides with more FOVs. Blue dots denote transcript calls, orange “X”s denote system controls, and green squares denote negative controls. The black line shows the best fit line to transcript calls (omitting system and negative controls), while the orange line shows a line of slope = 1, and no intercept. (B) CosMx WTx RNA expression profiling is concordant with bulk RNA-seq. Log10 transformed CosMx data, the sum of all transcripts across a single FOV (y-axis), is compared against log10 transformed bulk RNA-seq data, in TPM, collected from the CCLE (x-axis) for 36 cell lines on a 5 µm thick section of FFPE cell pellet array. Red lines describe segmented regression, and orange lines show the log10 transformed estimated breakpoints from each cell line in TPM. (C) Estimated breakpoints for each cell line in TPM, across 12 FOVs (per cell line) and 3 replicate slides. Black lines show 95% confidence interval, and the red line shows median value. (D) Pearson’s correlation between log10 transformed RNA-seq and CosMx data, for all transcripts above the breakpoint, across 12 FOVs (per cell line) and 3 replicate slides. The black line shows 95% confidence interval, and the red line shows median value. (E) Correlation between the log10 transformed transcripts for the full WTx panel (y-axis) and the log10 transformed transcripts for a subset of 6064 targets (x-axis) that corresponds to the commercial 6k panel, with targets selected for further redesign temporarily removed. Black dotted line shows the best fit regression.

Article Snippet: To benchmark the performance of the CosMx WTx assay against the widely used single-cell RNA sequencing (scRNA-seq) platform, we analyzed adjacent tissue sections from the same FFPE colorectal carcinoma block from a 10X certified service provider (Azenta Life Sciences, South San Francisco, CA).

Techniques: Transformation Assay, Imaging, RNA Expression, RNA Sequencing Assay

Performance comparison between CosMx WTx and single-cell RNA sequencing in FFPE colon cancer tissue. (A) Workflow schematic and throughput for Chromium FLEX and CosMx WTx assays. CosMx enables multi-modal integration of H&E, immunofluorescence and transcriptomics data on the same tissue section. (B) Histograms of detected total transcript counts per cell and gene features per cell from both platforms. (C) Cell type-specific comparison between the platforms (a coarse-level of 7 primary cell types was adopted). (D) Cell compositions of the tissue obtained from Chromium and CosMx were compared. To balance the difference in sample size, the CosMx dataset was subsampled: ∼6,000 cells were randomly chosen and mean composition was calculated (n = 100, mean + s.d.). (E) Cell type composition for entire dataset population from both platforms.

Journal: bioRxiv

Article Title: Sub-cellular Imaging of the Entire Protein-Coding Human Transcriptome (18933-plex) on FFPE Tissue Using Spatial Molecular Imaging

doi: 10.1101/2024.11.27.625536

Figure Lengend Snippet: Performance comparison between CosMx WTx and single-cell RNA sequencing in FFPE colon cancer tissue. (A) Workflow schematic and throughput for Chromium FLEX and CosMx WTx assays. CosMx enables multi-modal integration of H&E, immunofluorescence and transcriptomics data on the same tissue section. (B) Histograms of detected total transcript counts per cell and gene features per cell from both platforms. (C) Cell type-specific comparison between the platforms (a coarse-level of 7 primary cell types was adopted). (D) Cell compositions of the tissue obtained from Chromium and CosMx were compared. To balance the difference in sample size, the CosMx dataset was subsampled: ∼6,000 cells were randomly chosen and mean composition was calculated (n = 100, mean + s.d.). (E) Cell type composition for entire dataset population from both platforms.

Article Snippet: To benchmark the performance of the CosMx WTx assay against the widely used single-cell RNA sequencing (scRNA-seq) platform, we analyzed adjacent tissue sections from the same FFPE colorectal carcinoma block from a 10X certified service provider (Azenta Life Sciences, South San Francisco, CA).

Techniques: Comparison, RNA Sequencing Assay, Immunofluorescence

Performance of CosMx WTx in cultured cells. (A) Upfront morphology staining cell membrane (yellow) and nuclei stain (blue) shown in top left. In the image below, cell segmentation based on the above markers shown. Red dashed line in top left image delineates the boundaries of the area shown in the top right image. In the top right image, the red arrow points to one cell of interest (ID 232). Additional red box inset in the top right image shows area for bottom right image. Bottom right image shows 3D localization of transcripts in cells. (B) Assay reproducibility was validated in two independent runs using HEK293T cells, as shown in the upper correlation plot. Correlation with bulk RNA-seq data in the same line is presented in the lower plot. (C) Violin plots showing mean transcript counts and gene features per cell detected in 3 cell lines (n > 50,000 cells per cell line). (D) Upon dimension reduction, data for the three cell lines are presented via UMAP. (E) The top differentially expressed genes across the cell lines are shown with heatmap.

Journal: bioRxiv

Article Title: Sub-cellular Imaging of the Entire Protein-Coding Human Transcriptome (18933-plex) on FFPE Tissue Using Spatial Molecular Imaging

doi: 10.1101/2024.11.27.625536

Figure Lengend Snippet: Performance of CosMx WTx in cultured cells. (A) Upfront morphology staining cell membrane (yellow) and nuclei stain (blue) shown in top left. In the image below, cell segmentation based on the above markers shown. Red dashed line in top left image delineates the boundaries of the area shown in the top right image. In the top right image, the red arrow points to one cell of interest (ID 232). Additional red box inset in the top right image shows area for bottom right image. Bottom right image shows 3D localization of transcripts in cells. (B) Assay reproducibility was validated in two independent runs using HEK293T cells, as shown in the upper correlation plot. Correlation with bulk RNA-seq data in the same line is presented in the lower plot. (C) Violin plots showing mean transcript counts and gene features per cell detected in 3 cell lines (n > 50,000 cells per cell line). (D) Upon dimension reduction, data for the three cell lines are presented via UMAP. (E) The top differentially expressed genes across the cell lines are shown with heatmap.

Article Snippet: To benchmark the performance of the CosMx WTx assay against the widely used single-cell RNA sequencing (scRNA-seq) platform, we analyzed adjacent tissue sections from the same FFPE colorectal carcinoma block from a 10X certified service provider (Azenta Life Sciences, South San Francisco, CA).

Techniques: Cell Culture, Staining, Membrane, RNA Sequencing Assay

Pathway and Ligand-Receptor interactions identify global and spatial intratumor heterogeneity in colon cancer. (A) Major cell types identified using CosMx SMI WTx data for 414,005 cells. Cells are shown in their native XY space and UMAP space. Large tumor nest (black outline) is used for LR evaluation (panel D). (B) Local pathway enrichment scores for select PROGENy pathways. (C) Global view of pathway enrichment for all major cell type classifications. (D) Local LR scores for a given LR complex. Shown here are the eight complexes with the highest region-wide variability.

Journal: bioRxiv

Article Title: Sub-cellular Imaging of the Entire Protein-Coding Human Transcriptome (18933-plex) on FFPE Tissue Using Spatial Molecular Imaging

doi: 10.1101/2024.11.27.625536

Figure Lengend Snippet: Pathway and Ligand-Receptor interactions identify global and spatial intratumor heterogeneity in colon cancer. (A) Major cell types identified using CosMx SMI WTx data for 414,005 cells. Cells are shown in their native XY space and UMAP space. Large tumor nest (black outline) is used for LR evaluation (panel D). (B) Local pathway enrichment scores for select PROGENy pathways. (C) Global view of pathway enrichment for all major cell type classifications. (D) Local LR scores for a given LR complex. Shown here are the eight complexes with the highest region-wide variability.

Article Snippet: To benchmark the performance of the CosMx WTx assay against the widely used single-cell RNA sequencing (scRNA-seq) platform, we analyzed adjacent tissue sections from the same FFPE colorectal carcinoma block from a 10X certified service provider (Azenta Life Sciences, South San Francisco, CA).

Techniques: