Review



microvessels  (Jackson Immuno)


Bioz Verified Symbol Jackson Immuno is a verified supplier  
  • Logo
  • About
  • News
  • Press Release
  • Team
  • Advisors
  • Partners
  • Contact
  • Bioz Stars
  • Bioz vStars
  • 96

    Structured Review

    Jackson Immuno microvessels
    Fig. 3 | Reduced brain endothelial mucin-type O-glycosylation increases BBB leakiness and brain bleeding. a, Overview of AAV-mediated C1galt1 knockdown paradigm. ITR, inverted terminal repeat. b, C1GALT1 expression and mucin-domain glycoprotein labelling in acutely isolated <t>microvessels.</t> Scale bars, 10 µm. c, Quantification of C1GALT1 expression in b (n = 5 mice per group, two-sided t-test; mean ± s.e.m.). d, Quantification of mucin-domain glycoprotein labelling in b (n = 5, two-sided t-test; mean ± s.e.m.). e, Sulfo-NHS-biotin leakage in the cortices of young mice transduced with AAV-EGFP and AAV-miR-C1galt1. Scale bars, 500 µm. f, Sulfo-NHS-biotin leakage (indicated by white arrowheads) from EGFP+ cortical vessels of AAV-miR-C1galt1-transduced mice. Scale bars, 50 µm. g, Quantification of vessel permeability in f (n = 5 mice per group; two-sided t-test; mean ± s.e.m.). h, Overview of luminal mucin-domain glycoprotein degradation paradigm using 48 h StcE treatment. H&E, haematoxylin and eosin. i, Whole-brain images of sulfo-NHS-biotin leakage in mice treated with StcE for 48 h.
    Microvessels, supplied by Jackson Immuno, used in various techniques. Bioz Stars score: 96/100, based on 4486 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/result/microvessels/product/Jackson Immuno
    Average 96 stars, based on 4486 article reviews
    microvessels - by Bioz Stars, 2026-04
    96/100 stars

    Images

    1) Product Images from "Glycocalyx dysregulation impairs blood-brain barrier in ageing and disease."

    Article Title: Glycocalyx dysregulation impairs blood-brain barrier in ageing and disease.

    Journal: Nature

    doi: 10.1038/s41586-025-08589-9

    Fig. 3 | Reduced brain endothelial mucin-type O-glycosylation increases BBB leakiness and brain bleeding. a, Overview of AAV-mediated C1galt1 knockdown paradigm. ITR, inverted terminal repeat. b, C1GALT1 expression and mucin-domain glycoprotein labelling in acutely isolated microvessels. Scale bars, 10 µm. c, Quantification of C1GALT1 expression in b (n = 5 mice per group, two-sided t-test; mean ± s.e.m.). d, Quantification of mucin-domain glycoprotein labelling in b (n = 5, two-sided t-test; mean ± s.e.m.). e, Sulfo-NHS-biotin leakage in the cortices of young mice transduced with AAV-EGFP and AAV-miR-C1galt1. Scale bars, 500 µm. f, Sulfo-NHS-biotin leakage (indicated by white arrowheads) from EGFP+ cortical vessels of AAV-miR-C1galt1-transduced mice. Scale bars, 50 µm. g, Quantification of vessel permeability in f (n = 5 mice per group; two-sided t-test; mean ± s.e.m.). h, Overview of luminal mucin-domain glycoprotein degradation paradigm using 48 h StcE treatment. H&E, haematoxylin and eosin. i, Whole-brain images of sulfo-NHS-biotin leakage in mice treated with StcE for 48 h.
    Figure Legend Snippet: Fig. 3 | Reduced brain endothelial mucin-type O-glycosylation increases BBB leakiness and brain bleeding. a, Overview of AAV-mediated C1galt1 knockdown paradigm. ITR, inverted terminal repeat. b, C1GALT1 expression and mucin-domain glycoprotein labelling in acutely isolated microvessels. Scale bars, 10 µm. c, Quantification of C1GALT1 expression in b (n = 5 mice per group, two-sided t-test; mean ± s.e.m.). d, Quantification of mucin-domain glycoprotein labelling in b (n = 5, two-sided t-test; mean ± s.e.m.). e, Sulfo-NHS-biotin leakage in the cortices of young mice transduced with AAV-EGFP and AAV-miR-C1galt1. Scale bars, 500 µm. f, Sulfo-NHS-biotin leakage (indicated by white arrowheads) from EGFP+ cortical vessels of AAV-miR-C1galt1-transduced mice. Scale bars, 50 µm. g, Quantification of vessel permeability in f (n = 5 mice per group; two-sided t-test; mean ± s.e.m.). h, Overview of luminal mucin-domain glycoprotein degradation paradigm using 48 h StcE treatment. H&E, haematoxylin and eosin. i, Whole-brain images of sulfo-NHS-biotin leakage in mice treated with StcE for 48 h.

    Techniques Used: Glycoproteomics, Knockdown, Expressing, Isolation, Transduction, Permeability

    Fig. 4 | Restoration of mucin-type O-glycosylation improves BBB function in aged mice. a, Overview of C1GALT1 and B3GNT3 overexpression paradigm and relevant AAV constructs. b, C1GALT1 expression in acutely isolated microvessels labelled with LEL. Scale bars, 10 µm. c, Quantification of b (n = 5 mice per group; two-sided t-test; mean ± s.e.m.). d, B3GNT3 expression in acutely isolated microvessels labelled with LEL. Scale bar = 10 µm. e, Quantification of d (n = 5 mice per group; one-way ANOVA with Dunnett’s post hoc test; mean ± s.e.m.). f, Quantification of mucin-domain glycoprotein labelling in acutely isolated microvessels (n = 5 mice per group; two-sided t-test; mean ± s.e.m.).
    Figure Legend Snippet: Fig. 4 | Restoration of mucin-type O-glycosylation improves BBB function in aged mice. a, Overview of C1GALT1 and B3GNT3 overexpression paradigm and relevant AAV constructs. b, C1GALT1 expression in acutely isolated microvessels labelled with LEL. Scale bars, 10 µm. c, Quantification of b (n = 5 mice per group; two-sided t-test; mean ± s.e.m.). d, B3GNT3 expression in acutely isolated microvessels labelled with LEL. Scale bar = 10 µm. e, Quantification of d (n = 5 mice per group; one-way ANOVA with Dunnett’s post hoc test; mean ± s.e.m.). f, Quantification of mucin-domain glycoprotein labelling in acutely isolated microvessels (n = 5 mice per group; two-sided t-test; mean ± s.e.m.).

    Techniques Used: Glycoproteomics, Over Expression, Construct, Expressing, Isolation



    Similar Products

    97
    ATCC human microvasculature brain ecs
    Human Microvasculature Brain Ecs, supplied by ATCC, used in various techniques. Bioz Stars score: 97/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/result/human microvasculature brain ecs/product/ATCC
    Average 97 stars, based on 1 article reviews
    human microvasculature brain ecs - by Bioz Stars, 2026-04
    97/100 stars
      Buy from Supplier

    99
    PromoCell human cortical microvessel endothelial cells
    Human Cortical Microvessel Endothelial Cells, supplied by PromoCell, used in various techniques. Bioz Stars score: 99/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/result/human cortical microvessel endothelial cells/product/PromoCell
    Average 99 stars, based on 1 article reviews
    human cortical microvessel endothelial cells - by Bioz Stars, 2026-04
    99/100 stars
      Buy from Supplier

    90
    Nanoscribe GmbH 3d pdms microvessel printed using the nanoscribe photonic professional gt2 dlw printer
    3d Pdms Microvessel Printed Using The Nanoscribe Photonic Professional Gt2 Dlw Printer, supplied by Nanoscribe GmbH, 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/3d pdms microvessel printed using the nanoscribe photonic professional gt2 dlw printer/product/Nanoscribe GmbH
    Average 90 stars, based on 1 article reviews
    3d pdms microvessel printed using the nanoscribe photonic professional gt2 dlw printer - by Bioz Stars, 2026-04
    90/100 stars
      Buy from Supplier

    90
    BioMimetic Therapeutics biomimetic microvessel
    Biomimetic Microvessel, supplied by BioMimetic Therapeutics, 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/biomimetic microvessel/product/BioMimetic Therapeutics
    Average 90 stars, based on 1 article reviews
    biomimetic microvessel - by Bioz Stars, 2026-04
    90/100 stars
      Buy from Supplier

    90
    Wolters Kluwer Health 2-mm microvessel
    2 Mm Microvessel, supplied by Wolters Kluwer Health, 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/2-mm microvessel/product/Wolters Kluwer Health
    Average 90 stars, based on 1 article reviews
    2-mm microvessel - by Bioz Stars, 2026-04
    90/100 stars
      Buy from Supplier

    90
    Vascular Dynamics 3d microvessel model
    Organoid methods and applications
    3d Microvessel Model, supplied by Vascular Dynamics, 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/3d microvessel model/product/Vascular Dynamics
    Average 90 stars, based on 1 article reviews
    3d microvessel model - by Bioz Stars, 2026-04
    90/100 stars
      Buy from Supplier

    96
    Jackson Immuno microvessels
    Fig. 3 | Reduced brain endothelial mucin-type O-glycosylation increases BBB leakiness and brain bleeding. a, Overview of AAV-mediated C1galt1 knockdown paradigm. ITR, inverted terminal repeat. b, C1GALT1 expression and mucin-domain glycoprotein labelling in acutely isolated <t>microvessels.</t> Scale bars, 10 µm. c, Quantification of C1GALT1 expression in b (n = 5 mice per group, two-sided t-test; mean ± s.e.m.). d, Quantification of mucin-domain glycoprotein labelling in b (n = 5, two-sided t-test; mean ± s.e.m.). e, Sulfo-NHS-biotin leakage in the cortices of young mice transduced with AAV-EGFP and AAV-miR-C1galt1. Scale bars, 500 µm. f, Sulfo-NHS-biotin leakage (indicated by white arrowheads) from EGFP+ cortical vessels of AAV-miR-C1galt1-transduced mice. Scale bars, 50 µm. g, Quantification of vessel permeability in f (n = 5 mice per group; two-sided t-test; mean ± s.e.m.). h, Overview of luminal mucin-domain glycoprotein degradation paradigm using 48 h StcE treatment. H&E, haematoxylin and eosin. i, Whole-brain images of sulfo-NHS-biotin leakage in mice treated with StcE for 48 h.
    Microvessels, supplied by Jackson Immuno, used in various techniques. Bioz Stars score: 96/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/result/microvessels/product/Jackson Immuno
    Average 96 stars, based on 1 article reviews
    microvessels - by Bioz Stars, 2026-04
    96/100 stars
      Buy from Supplier

    90
    Bimake Inc microvessel isolation buffer (hbss; 15 mm hepes, 147 mm nacl, 4 mm kcl, 3 mm cacl2 and 12 mm mgcl2)
    Fig. 3 | Reduced brain endothelial mucin-type O-glycosylation increases BBB leakiness and brain bleeding. a, Overview of AAV-mediated C1galt1 knockdown paradigm. ITR, inverted terminal repeat. b, C1GALT1 expression and mucin-domain glycoprotein labelling in acutely isolated <t>microvessels.</t> Scale bars, 10 µm. c, Quantification of C1GALT1 expression in b (n = 5 mice per group, two-sided t-test; mean ± s.e.m.). d, Quantification of mucin-domain glycoprotein labelling in b (n = 5, two-sided t-test; mean ± s.e.m.). e, Sulfo-NHS-biotin leakage in the cortices of young mice transduced with AAV-EGFP and AAV-miR-C1galt1. Scale bars, 500 µm. f, Sulfo-NHS-biotin leakage (indicated by white arrowheads) from EGFP+ cortical vessels of AAV-miR-C1galt1-transduced mice. Scale bars, 50 µm. g, Quantification of vessel permeability in f (n = 5 mice per group; two-sided t-test; mean ± s.e.m.). h, Overview of luminal mucin-domain glycoprotein degradation paradigm using 48 h StcE treatment. H&E, haematoxylin and eosin. i, Whole-brain images of sulfo-NHS-biotin leakage in mice treated with StcE for 48 h.
    Microvessel Isolation Buffer (Hbss; 15 Mm Hepes, 147 Mm Nacl, 4 Mm Kcl, 3 Mm Cacl2 And 12 Mm Mgcl2), supplied by Bimake Inc, 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/microvessel isolation buffer (hbss; 15 mm hepes, 147 mm nacl, 4 mm kcl, 3 mm cacl2 and 12 mm mgcl2)/product/Bimake Inc
    Average 90 stars, based on 1 article reviews
    microvessel isolation buffer (hbss; 15 mm hepes, 147 mm nacl, 4 mm kcl, 3 mm cacl2 and 12 mm mgcl2) - by Bioz Stars, 2026-04
    90/100 stars
      Buy from Supplier

    99
    Nikon microvascular networks
    GFP-hAECs co-cultured with hAD-MSCs for 7 days to form <t>microvascular</t> networks, with images captured every 10 minutes, as . BRAT and AngioTool were applied to measure microvascular network (A) end points, (B) branch points, and (C) vessel area as a percentage of the field of view area. (D) BRAT can also measure average or total vessel diameter and length (distances between end or branch points). Hashed vertical lines represent media change times. Individual timepoint analysis (dots) are overlaid with a regression and 95% confidence intervals. These results are compared with REAVER in .
    Microvascular Networks, supplied by Nikon, used in various techniques. Bioz Stars score: 99/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/result/microvascular networks/product/Nikon
    Average 99 stars, based on 1 article reviews
    microvascular networks - by Bioz Stars, 2026-04
    99/100 stars
      Buy from Supplier

    Image Search Results


    Organoid methods and applications

    Journal: Cell Regeneration

    Article Title: Dissecting endothelial cell heterogeneity with new tools

    doi: 10.1186/s13619-025-00223-3

    Figure Lengend Snippet: Organoid methods and applications

    Article Snippet: 3D microvessel model , Breast cancer, HUVEC , No , Tumor-vascular dynamics , Silvestri et al. .

    Techniques: Sequencing, Construct, In Vitro, Membrane, Biomarker Discovery, Organ Culture, Transplantation Assay, Cell Culture, Suspension, In Vivo Imaging, Immunohistochemical staining, Diagnostic Assay, Imaging, RNA Sequencing, Drug discovery

    Fig. 3 | Reduced brain endothelial mucin-type O-glycosylation increases BBB leakiness and brain bleeding. a, Overview of AAV-mediated C1galt1 knockdown paradigm. ITR, inverted terminal repeat. b, C1GALT1 expression and mucin-domain glycoprotein labelling in acutely isolated microvessels. Scale bars, 10 µm. c, Quantification of C1GALT1 expression in b (n = 5 mice per group, two-sided t-test; mean ± s.e.m.). d, Quantification of mucin-domain glycoprotein labelling in b (n = 5, two-sided t-test; mean ± s.e.m.). e, Sulfo-NHS-biotin leakage in the cortices of young mice transduced with AAV-EGFP and AAV-miR-C1galt1. Scale bars, 500 µm. f, Sulfo-NHS-biotin leakage (indicated by white arrowheads) from EGFP+ cortical vessels of AAV-miR-C1galt1-transduced mice. Scale bars, 50 µm. g, Quantification of vessel permeability in f (n = 5 mice per group; two-sided t-test; mean ± s.e.m.). h, Overview of luminal mucin-domain glycoprotein degradation paradigm using 48 h StcE treatment. H&E, haematoxylin and eosin. i, Whole-brain images of sulfo-NHS-biotin leakage in mice treated with StcE for 48 h.

    Journal: Nature

    Article Title: Glycocalyx dysregulation impairs blood-brain barrier in ageing and disease.

    doi: 10.1038/s41586-025-08589-9

    Figure Lengend Snippet: Fig. 3 | Reduced brain endothelial mucin-type O-glycosylation increases BBB leakiness and brain bleeding. a, Overview of AAV-mediated C1galt1 knockdown paradigm. ITR, inverted terminal repeat. b, C1GALT1 expression and mucin-domain glycoprotein labelling in acutely isolated microvessels. Scale bars, 10 µm. c, Quantification of C1GALT1 expression in b (n = 5 mice per group, two-sided t-test; mean ± s.e.m.). d, Quantification of mucin-domain glycoprotein labelling in b (n = 5, two-sided t-test; mean ± s.e.m.). e, Sulfo-NHS-biotin leakage in the cortices of young mice transduced with AAV-EGFP and AAV-miR-C1galt1. Scale bars, 500 µm. f, Sulfo-NHS-biotin leakage (indicated by white arrowheads) from EGFP+ cortical vessels of AAV-miR-C1galt1-transduced mice. Scale bars, 50 µm. g, Quantification of vessel permeability in f (n = 5 mice per group; two-sided t-test; mean ± s.e.m.). h, Overview of luminal mucin-domain glycoprotein degradation paradigm using 48 h StcE treatment. H&E, haematoxylin and eosin. i, Whole-brain images of sulfo-NHS-biotin leakage in mice treated with StcE for 48 h.

    Article Snippet: Microvessels were blocked in 3% normal donkey serum ( Jackson ImmunoResearch) with 0.3% Triton X-100 (Sigma) in TBS-T (1× TBS with 0.05% Tween-20) for 1 h, followed by 1 h incubation at room temperature with primary antibodies.

    Techniques: Glycoproteomics, Knockdown, Expressing, Isolation, Transduction, Permeability

    Fig. 4 | Restoration of mucin-type O-glycosylation improves BBB function in aged mice. a, Overview of C1GALT1 and B3GNT3 overexpression paradigm and relevant AAV constructs. b, C1GALT1 expression in acutely isolated microvessels labelled with LEL. Scale bars, 10 µm. c, Quantification of b (n = 5 mice per group; two-sided t-test; mean ± s.e.m.). d, B3GNT3 expression in acutely isolated microvessels labelled with LEL. Scale bar = 10 µm. e, Quantification of d (n = 5 mice per group; one-way ANOVA with Dunnett’s post hoc test; mean ± s.e.m.). f, Quantification of mucin-domain glycoprotein labelling in acutely isolated microvessels (n = 5 mice per group; two-sided t-test; mean ± s.e.m.).

    Journal: Nature

    Article Title: Glycocalyx dysregulation impairs blood-brain barrier in ageing and disease.

    doi: 10.1038/s41586-025-08589-9

    Figure Lengend Snippet: Fig. 4 | Restoration of mucin-type O-glycosylation improves BBB function in aged mice. a, Overview of C1GALT1 and B3GNT3 overexpression paradigm and relevant AAV constructs. b, C1GALT1 expression in acutely isolated microvessels labelled with LEL. Scale bars, 10 µm. c, Quantification of b (n = 5 mice per group; two-sided t-test; mean ± s.e.m.). d, B3GNT3 expression in acutely isolated microvessels labelled with LEL. Scale bar = 10 µm. e, Quantification of d (n = 5 mice per group; one-way ANOVA with Dunnett’s post hoc test; mean ± s.e.m.). f, Quantification of mucin-domain glycoprotein labelling in acutely isolated microvessels (n = 5 mice per group; two-sided t-test; mean ± s.e.m.).

    Article Snippet: Microvessels were blocked in 3% normal donkey serum ( Jackson ImmunoResearch) with 0.3% Triton X-100 (Sigma) in TBS-T (1× TBS with 0.05% Tween-20) for 1 h, followed by 1 h incubation at room temperature with primary antibodies.

    Techniques: Glycoproteomics, Over Expression, Construct, Expressing, Isolation

    GFP-hAECs co-cultured with hAD-MSCs for 7 days to form microvascular networks, with images captured every 10 minutes, as . BRAT and AngioTool were applied to measure microvascular network (A) end points, (B) branch points, and (C) vessel area as a percentage of the field of view area. (D) BRAT can also measure average or total vessel diameter and length (distances between end or branch points). Hashed vertical lines represent media change times. Individual timepoint analysis (dots) are overlaid with a regression and 95% confidence intervals. These results are compared with REAVER in .

    Journal: bioRxiv

    Article Title: The Batch-Resourcing Angiogenesis Tool (BRAT) to enable high-content microscopy screening of microvascular networks

    doi: 10.1101/2025.01.24.634836

    Figure Lengend Snippet: GFP-hAECs co-cultured with hAD-MSCs for 7 days to form microvascular networks, with images captured every 10 minutes, as . BRAT and AngioTool were applied to measure microvascular network (A) end points, (B) branch points, and (C) vessel area as a percentage of the field of view area. (D) BRAT can also measure average or total vessel diameter and length (distances between end or branch points). Hashed vertical lines represent media change times. Individual timepoint analysis (dots) are overlaid with a regression and 95% confidence intervals. These results are compared with REAVER in .

    Article Snippet: Finally, co-cultures were counterstained with DAPI (4′,6-diamidino-2-phenylindole, dihydrochloride, A-21137, ThermoFisher) for 10 minutes, washed thrice with PBS, and then imaged for CD31-positive microvascular networks on a Nikon ECLIPSE Ti2 Inverted Microscope (using a 555 nm excitation laser, 590-650 nm detector).

    Techniques: Cell Culture

    (A) 3D microvascular networks formed by GFP-hAECs and hAD-MSCs co-cultured in a hydrogel microchip. (B) A 3D microvascular network of CD31-stained umbilical cord blood-outgrowth ECs (BOECs) and hAD-MSCs co-cultured in a fibrin hydrogel. (C) BRAT shows hAECs form thicker, longer, but fewer microvessels in 3D hAD-MSC hydrogel co-culture as opposed to BOECs. (A, B) 100 µm scale bars. (C)’s dimensions are reported in µm using 0.81 µm/pixel (Etaluma 720S) or 0.73 µm/pixel (Nikon Ti2) conversion factors. (C) datapoints represent independent cultures. Barplots represent mean ± standard deviation. *p<0.05, **p<0.01, ***p<0.001. Additional BRAT-generated metrics can be found in Fig. S9.

    Journal: bioRxiv

    Article Title: The Batch-Resourcing Angiogenesis Tool (BRAT) to enable high-content microscopy screening of microvascular networks

    doi: 10.1101/2025.01.24.634836

    Figure Lengend Snippet: (A) 3D microvascular networks formed by GFP-hAECs and hAD-MSCs co-cultured in a hydrogel microchip. (B) A 3D microvascular network of CD31-stained umbilical cord blood-outgrowth ECs (BOECs) and hAD-MSCs co-cultured in a fibrin hydrogel. (C) BRAT shows hAECs form thicker, longer, but fewer microvessels in 3D hAD-MSC hydrogel co-culture as opposed to BOECs. (A, B) 100 µm scale bars. (C)’s dimensions are reported in µm using 0.81 µm/pixel (Etaluma 720S) or 0.73 µm/pixel (Nikon Ti2) conversion factors. (C) datapoints represent independent cultures. Barplots represent mean ± standard deviation. *p<0.05, **p<0.01, ***p<0.001. Additional BRAT-generated metrics can be found in Fig. S9.

    Article Snippet: Finally, co-cultures were counterstained with DAPI (4′,6-diamidino-2-phenylindole, dihydrochloride, A-21137, ThermoFisher) for 10 minutes, washed thrice with PBS, and then imaged for CD31-positive microvascular networks on a Nikon ECLIPSE Ti2 Inverted Microscope (using a 555 nm excitation laser, 590-650 nm detector).

    Techniques: Cell Culture, MicroChIP Assay, Staining, Co-Culture Assay, Standard Deviation, Generated

    (A) A comparison of BRAT versus the leading four open-source software’s accuracy, sensitivity (true-positive), and specificity (true-negative) of microvascular network (MVN) pixel segmentation versus gold-standard manual segmentation. (B) Accuracy and precision across automatically detected vessel length, area, diameter, and branch points with reference to manual segmentations. (C) The most challenging MVN image to segment from the REAVER dataset; an image of CD31 + MVN in cardiac tissue (left), beside a manual annotation (ground truth), BRAT’s automated annotation, and BRAT’s false-positive (FP; green) and false-negative (FN; red) incorrectly-labelled MVN pixels. (A, B) Boxplots represent mean, quartile ranges, while whiskers extend to show the distribution, less outlier points. The annotations above or below each plot indicate significant pairwise comparisons between groups with Bonferroni adjusted p-values (letters).

    Journal: bioRxiv

    Article Title: The Batch-Resourcing Angiogenesis Tool (BRAT) to enable high-content microscopy screening of microvascular networks

    doi: 10.1101/2025.01.24.634836

    Figure Lengend Snippet: (A) A comparison of BRAT versus the leading four open-source software’s accuracy, sensitivity (true-positive), and specificity (true-negative) of microvascular network (MVN) pixel segmentation versus gold-standard manual segmentation. (B) Accuracy and precision across automatically detected vessel length, area, diameter, and branch points with reference to manual segmentations. (C) The most challenging MVN image to segment from the REAVER dataset; an image of CD31 + MVN in cardiac tissue (left), beside a manual annotation (ground truth), BRAT’s automated annotation, and BRAT’s false-positive (FP; green) and false-negative (FN; red) incorrectly-labelled MVN pixels. (A, B) Boxplots represent mean, quartile ranges, while whiskers extend to show the distribution, less outlier points. The annotations above or below each plot indicate significant pairwise comparisons between groups with Bonferroni adjusted p-values (letters).

    Article Snippet: Finally, co-cultures were counterstained with DAPI (4′,6-diamidino-2-phenylindole, dihydrochloride, A-21137, ThermoFisher) for 10 minutes, washed thrice with PBS, and then imaged for CD31-positive microvascular networks on a Nikon ECLIPSE Ti2 Inverted Microscope (using a 555 nm excitation laser, 590-650 nm detector).

    Techniques: Comparison

    Co-cultured GFP-hAECs and hAD-MSCs form microvascular networks over 7 days, as imaged every 10 minutes. BRAT analysed all 886 timesteps, while AngioTool only analysed 89 timesteps. In the bioRxiv version, the video is a download in the ‘Supplemental Material’ tab on the right of the abstract.

    Journal: bioRxiv

    Article Title: The Batch-Resourcing Angiogenesis Tool (BRAT) to enable high-content microscopy screening of microvascular networks

    doi: 10.1101/2025.01.24.634836

    Figure Lengend Snippet: Co-cultured GFP-hAECs and hAD-MSCs form microvascular networks over 7 days, as imaged every 10 minutes. BRAT analysed all 886 timesteps, while AngioTool only analysed 89 timesteps. In the bioRxiv version, the video is a download in the ‘Supplemental Material’ tab on the right of the abstract.

    Article Snippet: Finally, co-cultures were counterstained with DAPI (4′,6-diamidino-2-phenylindole, dihydrochloride, A-21137, ThermoFisher) for 10 minutes, washed thrice with PBS, and then imaged for CD31-positive microvascular networks on a Nikon ECLIPSE Ti2 Inverted Microscope (using a 555 nm excitation laser, 590-650 nm detector).

    Techniques: Cell Culture