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( A ) Transcriptomic profile of each cell (dots) represented by a Uniform Manifold Approximation and Projection (UMAP), noted from C1 to 5 in the basal state and differential expression of BMP receptors in the five clusters (n=5), the clusters can be subdivided on two subgroups based on <t>ALK1</t> expression: ALK1 high and ALK1 low . (B) TOP 10 GO terms that characterized the ALK1 high PMEC population. (C) Gene set enrichment analysis (GSEA) of differentially expressed genes (DEGs) between ALK1 high versus ALK1 low PMECs. NES: normalized enrichment score; FDR: false discovery rate.
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( A ) Transcriptomic profile of each cell (dots) represented by a Uniform Manifold Approximation and Projection (UMAP), noted from C1 to 5 in the basal state and differential expression of BMP receptors in the five clusters (n=5), the clusters can be subdivided on two subgroups based on <t>ALK1</t> expression: ALK1 high and ALK1 low . (B) TOP 10 GO terms that characterized the ALK1 high PMEC population. (C) Gene set enrichment analysis (GSEA) of differentially expressed genes (DEGs) between ALK1 high versus ALK1 low PMECs. NES: normalized enrichment score; FDR: false discovery rate.
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Image Search Results


( A ) Transcriptomic profile of each cell (dots) represented by a Uniform Manifold Approximation and Projection (UMAP), noted from C1 to 5 in the basal state and differential expression of BMP receptors in the five clusters (n=5), the clusters can be subdivided on two subgroups based on ALK1 expression: ALK1 high and ALK1 low . (B) TOP 10 GO terms that characterized the ALK1 high PMEC population. (C) Gene set enrichment analysis (GSEA) of differentially expressed genes (DEGs) between ALK1 high versus ALK1 low PMECs. NES: normalized enrichment score; FDR: false discovery rate.

Journal: medRxiv

Article Title: Bone Morphogenetic Protein-9 Controls Pulmonary Vascular Growth and Remodeling

doi: 10.1101/2023.06.02.23290910

Figure Lengend Snippet: ( A ) Transcriptomic profile of each cell (dots) represented by a Uniform Manifold Approximation and Projection (UMAP), noted from C1 to 5 in the basal state and differential expression of BMP receptors in the five clusters (n=5), the clusters can be subdivided on two subgroups based on ALK1 expression: ALK1 high and ALK1 low . (B) TOP 10 GO terms that characterized the ALK1 high PMEC population. (C) Gene set enrichment analysis (GSEA) of differentially expressed genes (DEGs) between ALK1 high versus ALK1 low PMECs. NES: normalized enrichment score; FDR: false discovery rate.

Article Snippet: To suppress BMP-9–ALK1–Smad1,5,8 signaling in human PMECs, studies were performed in the presence of human recombinant ALK1-Fc (R&D Systems), a ligand trap for BMP-9 and BMP-10, or with the ALK1 inhibitor ML347 (Tocris) at the concentrations indicated in the legends.

Techniques: Expressing

(A) UMAP illustration showing changes in the transcriptomic profile in ALK1 high and ALK1 low PMEC-clusters 4h after BMP-9 stimulation (10ng/mL). (B) Violin plots of standardized expression of the main BMP-9 receptors across ALK1 high and ALK1 low PMEC-clusters with or without BMP-9 stimulation. TOP 50 Gene Ontology/Biological Process (GO/BP) terms that characterized the BMP-9 responses in ALK1 high (C) and ALK1 high PMEC-clusters ( D) . Data are represented as mean± SEM. Significance was measured using nonparametric Mann-Whitney t-test: ****, p<0.0001 compared to ALK1 high .

Journal: medRxiv

Article Title: Bone Morphogenetic Protein-9 Controls Pulmonary Vascular Growth and Remodeling

doi: 10.1101/2023.06.02.23290910

Figure Lengend Snippet: (A) UMAP illustration showing changes in the transcriptomic profile in ALK1 high and ALK1 low PMEC-clusters 4h after BMP-9 stimulation (10ng/mL). (B) Violin plots of standardized expression of the main BMP-9 receptors across ALK1 high and ALK1 low PMEC-clusters with or without BMP-9 stimulation. TOP 50 Gene Ontology/Biological Process (GO/BP) terms that characterized the BMP-9 responses in ALK1 high (C) and ALK1 high PMEC-clusters ( D) . Data are represented as mean± SEM. Significance was measured using nonparametric Mann-Whitney t-test: ****, p<0.0001 compared to ALK1 high .

Article Snippet: To suppress BMP-9–ALK1–Smad1,5,8 signaling in human PMECs, studies were performed in the presence of human recombinant ALK1-Fc (R&D Systems), a ligand trap for BMP-9 and BMP-10, or with the ALK1 inhibitor ML347 (Tocris) at the concentrations indicated in the legends.

Techniques: Expressing, MANN-WHITNEY

(A) Representative images and quantifications of tube formation by human PMECs exposed to non-relevant IgG or ALK1-Fc (300ng/mL). (B) Representative images and quantifications of the surface of wound covered by human PMECs exposed to non-relevant IgG or ALK1-Fc (300ng/mL). (C) Effects of BMP-9 and siALK1 on BrdU incorporation in human PMECs. (D-F) Effects of non-relevant IgG or ALK1-Fc (300ng/mL) on tube formation, migration and proliferation of human PMECs. Data are represented as mean± SEM. Significance was measured using parametric paired t-test or 1-way ANOVA with Tukey post hoc tests: *, p<0.05; **, p<0.01; ****, p<0.0001 versus IgG, Scr sequence or 0.3% fetal calf serum (FCS). #, p<0.05; ##, p<0.01 versus Scr seq. AU: arbitrary unit. ALK1-Fc: soluble chimeric protein consisting of the extracellular part of ALK1 fused to a Fc fragment. IgG: immunoglobulin G. Nbr: number. BrdU: bromodeoxyuridine

Journal: medRxiv

Article Title: Bone Morphogenetic Protein-9 Controls Pulmonary Vascular Growth and Remodeling

doi: 10.1101/2023.06.02.23290910

Figure Lengend Snippet: (A) Representative images and quantifications of tube formation by human PMECs exposed to non-relevant IgG or ALK1-Fc (300ng/mL). (B) Representative images and quantifications of the surface of wound covered by human PMECs exposed to non-relevant IgG or ALK1-Fc (300ng/mL). (C) Effects of BMP-9 and siALK1 on BrdU incorporation in human PMECs. (D-F) Effects of non-relevant IgG or ALK1-Fc (300ng/mL) on tube formation, migration and proliferation of human PMECs. Data are represented as mean± SEM. Significance was measured using parametric paired t-test or 1-way ANOVA with Tukey post hoc tests: *, p<0.05; **, p<0.01; ****, p<0.0001 versus IgG, Scr sequence or 0.3% fetal calf serum (FCS). #, p<0.05; ##, p<0.01 versus Scr seq. AU: arbitrary unit. ALK1-Fc: soluble chimeric protein consisting of the extracellular part of ALK1 fused to a Fc fragment. IgG: immunoglobulin G. Nbr: number. BrdU: bromodeoxyuridine

Article Snippet: To suppress BMP-9–ALK1–Smad1,5,8 signaling in human PMECs, studies were performed in the presence of human recombinant ALK1-Fc (R&D Systems), a ligand trap for BMP-9 and BMP-10, or with the ALK1 inhibitor ML347 (Tocris) at the concentrations indicated in the legends.

Techniques: BrdU Incorporation Assay, Migration, Sequencing

(A) Violin plots showing BMP-9 effects on mRNA levels for VEGF-A, VEGF-B, VEGF-C, VEGF-D, placental growth factor ( PGF ), VEGFR1 ( FLT1 ), and VEGFR2 ( KDR ) in ALK1 High , with or without BMP-9 stimulation and in ALK1 Low . Representative immunoblots and densitometric analysis of ALK1 (B) , VEGFR2 and VEGFR1 expression in human PMECs upon 24h of BMP-9 stimulation (10ng/mL) (C) . (D) Representative immunoblots and densitometric analysis of p-VEGFR2, p-SRC and p-AKT in human PMECs pretreated for 24h with BMP-9 (10ng/mL) and/or stimulated for 30min with VEGF-A (20ng/mL). (E) Representative immunoblots and densitometric analysis of ALK1, VEGFR1, p-VEGFR2, VEGFR2, p-AKT and AKT in Gdf2-/- and Gdf2+/+ rat lungs. (F) Representative immunofluorescent staining of ALK1 (red), CD31 (green) and nuclei (DAPI, blue) in Gdf2-/- and Gdf2+/+ rat lungs. Scale bars=50 μm. Data are represented as mean± SEM. Significance was measured using parametric paired t-test or 1-way ANOVA with Tukey post hoc tests: *, p<0.05; **, p<0.01; ***, p<0.001; ****, p<0.0001 versus basal condition or Gdf2 +/+. AKT = protein kinase B. AU = arbitrary unit. DAPI = 4’,6-diamidino-2-phenylindole. GAPDH = glyceraldehyde-3-phosphate dehydrogenase

Journal: medRxiv

Article Title: Bone Morphogenetic Protein-9 Controls Pulmonary Vascular Growth and Remodeling

doi: 10.1101/2023.06.02.23290910

Figure Lengend Snippet: (A) Violin plots showing BMP-9 effects on mRNA levels for VEGF-A, VEGF-B, VEGF-C, VEGF-D, placental growth factor ( PGF ), VEGFR1 ( FLT1 ), and VEGFR2 ( KDR ) in ALK1 High , with or without BMP-9 stimulation and in ALK1 Low . Representative immunoblots and densitometric analysis of ALK1 (B) , VEGFR2 and VEGFR1 expression in human PMECs upon 24h of BMP-9 stimulation (10ng/mL) (C) . (D) Representative immunoblots and densitometric analysis of p-VEGFR2, p-SRC and p-AKT in human PMECs pretreated for 24h with BMP-9 (10ng/mL) and/or stimulated for 30min with VEGF-A (20ng/mL). (E) Representative immunoblots and densitometric analysis of ALK1, VEGFR1, p-VEGFR2, VEGFR2, p-AKT and AKT in Gdf2-/- and Gdf2+/+ rat lungs. (F) Representative immunofluorescent staining of ALK1 (red), CD31 (green) and nuclei (DAPI, blue) in Gdf2-/- and Gdf2+/+ rat lungs. Scale bars=50 μm. Data are represented as mean± SEM. Significance was measured using parametric paired t-test or 1-way ANOVA with Tukey post hoc tests: *, p<0.05; **, p<0.01; ***, p<0.001; ****, p<0.0001 versus basal condition or Gdf2 +/+. AKT = protein kinase B. AU = arbitrary unit. DAPI = 4’,6-diamidino-2-phenylindole. GAPDH = glyceraldehyde-3-phosphate dehydrogenase

Article Snippet: To suppress BMP-9–ALK1–Smad1,5,8 signaling in human PMECs, studies were performed in the presence of human recombinant ALK1-Fc (R&D Systems), a ligand trap for BMP-9 and BMP-10, or with the ALK1 inhibitor ML347 (Tocris) at the concentrations indicated in the legends.

Techniques: Western Blot, Expressing, Staining