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human htert immortalized foreskin fibroblast bj 5ta cells  (ATCC)


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    ATCC human htert immortalized foreskin fibroblast bj 5ta cells
    Human Htert Immortalized Foreskin Fibroblast Bj 5ta Cells, supplied by ATCC, used in various techniques. Bioz Stars score: 98/100, based on 489 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/result/human htert immortalized foreskin fibroblast bj 5ta cells/product/ATCC
    Average 98 stars, based on 489 article reviews
    human htert immortalized foreskin fibroblast bj 5ta cells - by Bioz Stars, 2026-02
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    ATCC human htert immortalized foreskin fibroblast bj 5ta cells
    Human Htert Immortalized Foreskin Fibroblast Bj 5ta Cells, supplied by ATCC, used in various techniques. Bioz Stars score: 98/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/result/human htert immortalized foreskin fibroblast bj 5ta cells/product/ATCC
    Average 98 stars, based on 1 article reviews
    human htert immortalized foreskin fibroblast bj 5ta cells - by Bioz Stars, 2026-02
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    98
    ATCC bj 5ta immortalized fibroblast cell lines
    <t>BJ-5ta</t> <t>cells</t> were transfected with either a non-specific control siRNA (siC) or an eIF5B-specific siRNA pool (si-eIF5B). (A) Following 24 h of transfection, cells were treated with either vehicle control or TRAIL (100 ng/mL). Cell viability was assessed after an additional 72 h using alamarBlue TM assays. (B) Annexin V and 7-AAD staining and flow cytometric analysis of transfected cells. The top two panels, siC and siC + TRAIL, the bottom two panels, si5B and si5B + TRAIL, were harvested at 96 h post-transfection and treated with Annexin V + 7AAD. Contour plots are divided into quadrants Live (lower left; cells staining negative for both 7-AAD and annexin V), Q1 (upper left; cells staining positive for 7-AAD but negative for annexin V), Early apoptosis (lower right; staining annexin V positive and 7-AAD negative), and Late apoptosis (upper right; staining positive for both 7-AAD and annexin V). (C) Representative immunoblots probing for eIF5B, XIAP, Bcl-xL, cIAP1, cFLIPs, DR 4, DR 5, and β-actin (internal control) are shown. ( D) Control and eIF5B-depleted BJ-5ta cells were treated with the 4EGI-1 inhibitor to inhibit cap-dependent translation. Levels of XIAP were monitored under control and the 4EGI-1 treatment conditions. (E) eIF5B-bound RNA immunoprecipitations (RIPs) followed by qRT-PCR measurements of input-normalized tRNAiMet levels from BJ-5ta vs UMSCC-29. Data are presented as mean ± SEM from three independent biological replicates, with statistical significance indicated as follows: *, p < 0.05; **, p < 0.01; ***, p < 0.001.
    Bj 5ta Immortalized Fibroblast Cell Lines, supplied by ATCC, used in various techniques. Bioz Stars score: 98/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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    98
    ATCC bj 5ta cells
    A) Schematic <t>of</t> <t>BJ-5ta</t> Transwell migration assay. B) Quantification of migration rates (% of cells that migrated through pores) through 5 µm pores for BJ-5ta cells across 5 rounds of sequential migration. C) Confocal images (63x) of BJ-5ta nuclei stained with LaminA/C (green) and DAPI (blue) for both unmigrated conditions and sequential migration rounds (R1-R4). Scalebar = 10 µm. Aspect Ratio (D) , Solidity (E) and EFC Ratio (F) measurements for conditions shown in 1C . (****P<.0001, ***P<.001, **P<.01, *P<.05, one-way ANOVA. N = 60-250 nuclei per condition.) G) Cumulative distribution plot of LaminA/C standard deviation for conditions shown in 1C . N = 60-250 nuclei per condition. In all violin plots, thick dashed lines indicate median, and thin dashes indicate 25 th and 75 th percentiles, respectively.
    Bj 5ta Cells, supplied by ATCC, used in various techniques. Bioz Stars score: 98/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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    bj5ta  (ATCC)
    98
    ATCC bj5ta
    A) Schematic <t>of</t> <t>BJ-5ta</t> Transwell migration assay. B) Quantification of migration rates (% of cells that migrated through pores) through 5 µm pores for BJ-5ta cells across 5 rounds of sequential migration. C) Confocal images (63x) of BJ-5ta nuclei stained with LaminA/C (green) and DAPI (blue) for both unmigrated conditions and sequential migration rounds (R1-R4). Scalebar = 10 µm. Aspect Ratio (D) , Solidity (E) and EFC Ratio (F) measurements for conditions shown in 1C . (****P<.0001, ***P<.001, **P<.01, *P<.05, one-way ANOVA. N = 60-250 nuclei per condition.) G) Cumulative distribution plot of LaminA/C standard deviation for conditions shown in 1C . N = 60-250 nuclei per condition. In all violin plots, thick dashed lines indicate median, and thin dashes indicate 25 th and 75 th percentiles, respectively.
    Bj5ta, supplied by ATCC, used in various techniques. Bioz Stars score: 98/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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    98
    ATCC human skin fibroblasts bj 5ta cell line
    A) Schematic <t>of</t> <t>BJ-5ta</t> Transwell migration assay. B) Quantification of migration rates (% of cells that migrated through pores) through 5 µm pores for BJ-5ta cells across 5 rounds of sequential migration. C) Confocal images (63x) of BJ-5ta nuclei stained with LaminA/C (green) and DAPI (blue) for both unmigrated conditions and sequential migration rounds (R1-R4). Scalebar = 10 µm. Aspect Ratio (D) , Solidity (E) and EFC Ratio (F) measurements for conditions shown in 1C . (****P<.0001, ***P<.001, **P<.01, *P<.05, one-way ANOVA. N = 60-250 nuclei per condition.) G) Cumulative distribution plot of LaminA/C standard deviation for conditions shown in 1C . N = 60-250 nuclei per condition. In all violin plots, thick dashed lines indicate median, and thin dashes indicate 25 th and 75 th percentiles, respectively.
    Human Skin Fibroblasts Bj 5ta Cell Line, supplied by ATCC, used in various techniques. Bioz Stars score: 98/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/result/human skin fibroblasts bj 5ta cell line/product/ATCC
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    vero  (ATCC)
    98
    ATCC vero
    A) Schematic <t>of</t> <t>BJ-5ta</t> Transwell migration assay. B) Quantification of migration rates (% of cells that migrated through pores) through 5 µm pores for BJ-5ta cells across 5 rounds of sequential migration. C) Confocal images (63x) of BJ-5ta nuclei stained with LaminA/C (green) and DAPI (blue) for both unmigrated conditions and sequential migration rounds (R1-R4). Scalebar = 10 µm. Aspect Ratio (D) , Solidity (E) and EFC Ratio (F) measurements for conditions shown in 1C . (****P<.0001, ***P<.001, **P<.01, *P<.05, one-way ANOVA. N = 60-250 nuclei per condition.) G) Cumulative distribution plot of LaminA/C standard deviation for conditions shown in 1C . N = 60-250 nuclei per condition. In all violin plots, thick dashed lines indicate median, and thin dashes indicate 25 th and 75 th percentiles, respectively.
    Vero, supplied by ATCC, used in various techniques. Bioz Stars score: 98/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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    bj 5ta  (ATCC)
    99
    ATCC bj 5ta
    (A) Classification metrics (accuracy, precision, recall, specificity, NPV) were determined by comparing cells classified as infected (based on eGFP/YFP intensity at GT centers) with those classified based on the predicted signal for IAV, HCMV, HSV-1 and HIV-1 in the cell lines A549, MRC-5, <t>BJ-5ta,</t> Vero and TZM-bl. (B) AP and AR were used to determine the accuracy of cell center prediction by comparing predicted center locations with original DAPI/BF masks for IAV, HCMV, HSV-1 and HIV-1 in A549, MRC-5, BJ-5ta, Vero and TZM-bl cells. (C) mAP and mAR at an IoU of 10 -4 were used to evaluate the accuracy of the overall model. Results are shown for IAV, HCMV, HSV-1 and HIV-1 in A549, MRC-5, BJ-5ta, Vero and TZM-bl cells. (D) Visualization of the eGFP/YFP intensity, the DAPI signal/BF image and GT classification, as well as the predicted infection signal, centers and classification (green crosses = infected, blue crosses = non-infected) for IAV, HCMV, HSV-1 and HIV-1 in A549, MRC-5, BJ-5ta, Vero and TZM-bl cells.
    Bj 5ta, supplied by ATCC, used in various techniques. Bioz Stars score: 99/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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    crl  (ATCC)
    98
    ATCC crl
    (A) Classification metrics (accuracy, precision, recall, specificity, NPV) were determined by comparing cells classified as infected (based on eGFP/YFP intensity at GT centers) with those classified based on the predicted signal for IAV, HCMV, HSV-1 and HIV-1 in the cell lines A549, MRC-5, <t>BJ-5ta,</t> Vero and TZM-bl. (B) AP and AR were used to determine the accuracy of cell center prediction by comparing predicted center locations with original DAPI/BF masks for IAV, HCMV, HSV-1 and HIV-1 in A549, MRC-5, BJ-5ta, Vero and TZM-bl cells. (C) mAP and mAR at an IoU of 10 -4 were used to evaluate the accuracy of the overall model. Results are shown for IAV, HCMV, HSV-1 and HIV-1 in A549, MRC-5, BJ-5ta, Vero and TZM-bl cells. (D) Visualization of the eGFP/YFP intensity, the DAPI signal/BF image and GT classification, as well as the predicted infection signal, centers and classification (green crosses = infected, blue crosses = non-infected) for IAV, HCMV, HSV-1 and HIV-1 in A549, MRC-5, BJ-5ta, Vero and TZM-bl cells.
    Crl, supplied by ATCC, used in various techniques. Bioz Stars score: 98/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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    98
    ATCC htert hffs
    (A) Classification metrics (accuracy, precision, recall, specificity, NPV) were determined by comparing cells classified as infected (based on eGFP/YFP intensity at GT centers) with those classified based on the predicted signal for IAV, HCMV, HSV-1 and HIV-1 in the cell lines A549, MRC-5, <t>BJ-5ta,</t> Vero and TZM-bl. (B) AP and AR were used to determine the accuracy of cell center prediction by comparing predicted center locations with original DAPI/BF masks for IAV, HCMV, HSV-1 and HIV-1 in A549, MRC-5, BJ-5ta, Vero and TZM-bl cells. (C) mAP and mAR at an IoU of 10 -4 were used to evaluate the accuracy of the overall model. Results are shown for IAV, HCMV, HSV-1 and HIV-1 in A549, MRC-5, BJ-5ta, Vero and TZM-bl cells. (D) Visualization of the eGFP/YFP intensity, the DAPI signal/BF image and GT classification, as well as the predicted infection signal, centers and classification (green crosses = infected, blue crosses = non-infected) for IAV, HCMV, HSV-1 and HIV-1 in A549, MRC-5, BJ-5ta, Vero and TZM-bl cells.
    Htert Hffs, supplied by ATCC, used in various techniques. Bioz Stars score: 98/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
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    BJ-5ta cells were transfected with either a non-specific control siRNA (siC) or an eIF5B-specific siRNA pool (si-eIF5B). (A) Following 24 h of transfection, cells were treated with either vehicle control or TRAIL (100 ng/mL). Cell viability was assessed after an additional 72 h using alamarBlue TM assays. (B) Annexin V and 7-AAD staining and flow cytometric analysis of transfected cells. The top two panels, siC and siC + TRAIL, the bottom two panels, si5B and si5B + TRAIL, were harvested at 96 h post-transfection and treated with Annexin V + 7AAD. Contour plots are divided into quadrants Live (lower left; cells staining negative for both 7-AAD and annexin V), Q1 (upper left; cells staining positive for 7-AAD but negative for annexin V), Early apoptosis (lower right; staining annexin V positive and 7-AAD negative), and Late apoptosis (upper right; staining positive for both 7-AAD and annexin V). (C) Representative immunoblots probing for eIF5B, XIAP, Bcl-xL, cIAP1, cFLIPs, DR 4, DR 5, and β-actin (internal control) are shown. ( D) Control and eIF5B-depleted BJ-5ta cells were treated with the 4EGI-1 inhibitor to inhibit cap-dependent translation. Levels of XIAP were monitored under control and the 4EGI-1 treatment conditions. (E) eIF5B-bound RNA immunoprecipitations (RIPs) followed by qRT-PCR measurements of input-normalized tRNAiMet levels from BJ-5ta vs UMSCC-29. Data are presented as mean ± SEM from three independent biological replicates, with statistical significance indicated as follows: *, p < 0.05; **, p < 0.01; ***, p < 0.001.

    Journal: bioRxiv

    Article Title: Eukaryotic Initiation Factor 5B (eIF5B)-Driven Translational Control Impacts Oral Squamous Cell Carcinoma Pathophysiology

    doi: 10.64898/2026.01.30.702967

    Figure Lengend Snippet: BJ-5ta cells were transfected with either a non-specific control siRNA (siC) or an eIF5B-specific siRNA pool (si-eIF5B). (A) Following 24 h of transfection, cells were treated with either vehicle control or TRAIL (100 ng/mL). Cell viability was assessed after an additional 72 h using alamarBlue TM assays. (B) Annexin V and 7-AAD staining and flow cytometric analysis of transfected cells. The top two panels, siC and siC + TRAIL, the bottom two panels, si5B and si5B + TRAIL, were harvested at 96 h post-transfection and treated with Annexin V + 7AAD. Contour plots are divided into quadrants Live (lower left; cells staining negative for both 7-AAD and annexin V), Q1 (upper left; cells staining positive for 7-AAD but negative for annexin V), Early apoptosis (lower right; staining annexin V positive and 7-AAD negative), and Late apoptosis (upper right; staining positive for both 7-AAD and annexin V). (C) Representative immunoblots probing for eIF5B, XIAP, Bcl-xL, cIAP1, cFLIPs, DR 4, DR 5, and β-actin (internal control) are shown. ( D) Control and eIF5B-depleted BJ-5ta cells were treated with the 4EGI-1 inhibitor to inhibit cap-dependent translation. Levels of XIAP were monitored under control and the 4EGI-1 treatment conditions. (E) eIF5B-bound RNA immunoprecipitations (RIPs) followed by qRT-PCR measurements of input-normalized tRNAiMet levels from BJ-5ta vs UMSCC-29. Data are presented as mean ± SEM from three independent biological replicates, with statistical significance indicated as follows: *, p < 0.05; **, p < 0.01; ***, p < 0.001.

    Article Snippet: CAL-33 and BJ-5ta (immortalized fibroblast) cell lines were obtained from American Type Culture Collection (ATCC; Virginia, USA), and UMSCC-1 and UMSCC-29 were obtained from the University of Michigan (Michigan, USA).

    Techniques: Transfection, Control, Staining, Western Blot, Quantitative RT-PCR

    BrdU incorporation assay was used to measure cell proliferation. Quantification shows the percentage of BrdU-labeled cells in control (siC) and si5B-treated groups. Data are presented as mean ± SEM; ***p < 0.001. (A) UMSCC-29 (B) BJ-5ta (C) Collagen-based invasion assay was used to evaluate cell invasiveness in control (siC) and si5B-treated groups. Cells were seeded onto collagen matrices and allowed to invade for a defined period (48-72 hours). The number of invading cells was quantified and expressed as the mean ± SEM. Microscopy images of invading cells (C; left panel) , quantification (C; right panel) . Phase contrast microscopy images showing wound area in siC/si5B-treated OSCC cells at the time of scratch introduction (T = 0 h) & at T = 30 h wound closure (c; top panel) . Quantification of the percentage of wound area covered after 30 hours, normalized to wound area at the time of scratch introduction (c; lower panel) . (E) Representative images of the endothelial HUVEC cells tube formation assay treated with conditioned media from siC- or si5B-transfected OSCC. ImageJ angiogenesis macro software quantified Junctions, segments, and nodes. OSCC cells were transfected with either control siRNA (siC) or eIF5B-specific siRNA (si5B) and incubated for 96 hours. (F) The conditioned media for the control and eIF5B-depleted OSCC cells were analyzed for angiogenic biomarkers (lower panel) using EVE Technologies. (G) Representative images of immunoblots quantified probing for eIF5B, p-EGFR, EGFR, p-ERK, ERK, p-NF-kB, NF-kB, HIF1α, VEGFA, and β-actin (internal control). Data are presented as mean ± SEM from three independent biological replicates, with statistical significance indicated as follows: *, p < 0.05; **, p < 0.01; ***, p < 0.001, and ****, p< 0.0001.

    Journal: bioRxiv

    Article Title: Eukaryotic Initiation Factor 5B (eIF5B)-Driven Translational Control Impacts Oral Squamous Cell Carcinoma Pathophysiology

    doi: 10.64898/2026.01.30.702967

    Figure Lengend Snippet: BrdU incorporation assay was used to measure cell proliferation. Quantification shows the percentage of BrdU-labeled cells in control (siC) and si5B-treated groups. Data are presented as mean ± SEM; ***p < 0.001. (A) UMSCC-29 (B) BJ-5ta (C) Collagen-based invasion assay was used to evaluate cell invasiveness in control (siC) and si5B-treated groups. Cells were seeded onto collagen matrices and allowed to invade for a defined period (48-72 hours). The number of invading cells was quantified and expressed as the mean ± SEM. Microscopy images of invading cells (C; left panel) , quantification (C; right panel) . Phase contrast microscopy images showing wound area in siC/si5B-treated OSCC cells at the time of scratch introduction (T = 0 h) & at T = 30 h wound closure (c; top panel) . Quantification of the percentage of wound area covered after 30 hours, normalized to wound area at the time of scratch introduction (c; lower panel) . (E) Representative images of the endothelial HUVEC cells tube formation assay treated with conditioned media from siC- or si5B-transfected OSCC. ImageJ angiogenesis macro software quantified Junctions, segments, and nodes. OSCC cells were transfected with either control siRNA (siC) or eIF5B-specific siRNA (si5B) and incubated for 96 hours. (F) The conditioned media for the control and eIF5B-depleted OSCC cells were analyzed for angiogenic biomarkers (lower panel) using EVE Technologies. (G) Representative images of immunoblots quantified probing for eIF5B, p-EGFR, EGFR, p-ERK, ERK, p-NF-kB, NF-kB, HIF1α, VEGFA, and β-actin (internal control). Data are presented as mean ± SEM from three independent biological replicates, with statistical significance indicated as follows: *, p < 0.05; **, p < 0.01; ***, p < 0.001, and ****, p< 0.0001.

    Article Snippet: CAL-33 and BJ-5ta (immortalized fibroblast) cell lines were obtained from American Type Culture Collection (ATCC; Virginia, USA), and UMSCC-1 and UMSCC-29 were obtained from the University of Michigan (Michigan, USA).

    Techniques: BrdU Incorporation Assay, Labeling, Control, Invasion Assay, Microscopy, Tube Formation Assay, Transfection, Software, Incubation, Western Blot

    BJ-5ta cells were transfected with either control siRNA (siC) or eIF5B-specific siRNA (si5B) and incubated for 96 hours. TRAIL (100 ng/mL) treatment was performed for 4 hours, then the media was collected. The conditioned media for the control and eIF5B-depleted BT5Ta cells were analyzed for angiogenic biomarkers using EVE Technologies. The level of distinct angiogenic biomarkers was decreased in the spent media of eIF5B-depleted BJ-5ta cells. Data are expressed as mean ± SEM for three biological replicates. Statistical significance is indicated as *, p < 0.05; **, p < 0.01; ***, p < 0.001; ****, p < 0.0001.

    Journal: bioRxiv

    Article Title: Eukaryotic Initiation Factor 5B (eIF5B)-Driven Translational Control Impacts Oral Squamous Cell Carcinoma Pathophysiology

    doi: 10.64898/2026.01.30.702967

    Figure Lengend Snippet: BJ-5ta cells were transfected with either control siRNA (siC) or eIF5B-specific siRNA (si5B) and incubated for 96 hours. TRAIL (100 ng/mL) treatment was performed for 4 hours, then the media was collected. The conditioned media for the control and eIF5B-depleted BT5Ta cells were analyzed for angiogenic biomarkers using EVE Technologies. The level of distinct angiogenic biomarkers was decreased in the spent media of eIF5B-depleted BJ-5ta cells. Data are expressed as mean ± SEM for three biological replicates. Statistical significance is indicated as *, p < 0.05; **, p < 0.01; ***, p < 0.001; ****, p < 0.0001.

    Article Snippet: CAL-33 and BJ-5ta (immortalized fibroblast) cell lines were obtained from American Type Culture Collection (ATCC; Virginia, USA), and UMSCC-1 and UMSCC-29 were obtained from the University of Michigan (Michigan, USA).

    Techniques: Transfection, Control, Incubation

    A) Schematic of BJ-5ta Transwell migration assay. B) Quantification of migration rates (% of cells that migrated through pores) through 5 µm pores for BJ-5ta cells across 5 rounds of sequential migration. C) Confocal images (63x) of BJ-5ta nuclei stained with LaminA/C (green) and DAPI (blue) for both unmigrated conditions and sequential migration rounds (R1-R4). Scalebar = 10 µm. Aspect Ratio (D) , Solidity (E) and EFC Ratio (F) measurements for conditions shown in 1C . (****P<.0001, ***P<.001, **P<.01, *P<.05, one-way ANOVA. N = 60-250 nuclei per condition.) G) Cumulative distribution plot of LaminA/C standard deviation for conditions shown in 1C . N = 60-250 nuclei per condition. In all violin plots, thick dashed lines indicate median, and thin dashes indicate 25 th and 75 th percentiles, respectively.

    Journal: bioRxiv

    Article Title: Reversibility of Nuclear and 3D Genomic Changes in Non-Cancerous Fibroblasts After Constricted Migration

    doi: 10.64898/2026.01.28.701973

    Figure Lengend Snippet: A) Schematic of BJ-5ta Transwell migration assay. B) Quantification of migration rates (% of cells that migrated through pores) through 5 µm pores for BJ-5ta cells across 5 rounds of sequential migration. C) Confocal images (63x) of BJ-5ta nuclei stained with LaminA/C (green) and DAPI (blue) for both unmigrated conditions and sequential migration rounds (R1-R4). Scalebar = 10 µm. Aspect Ratio (D) , Solidity (E) and EFC Ratio (F) measurements for conditions shown in 1C . (****P<.0001, ***P<.001, **P<.01, *P<.05, one-way ANOVA. N = 60-250 nuclei per condition.) G) Cumulative distribution plot of LaminA/C standard deviation for conditions shown in 1C . N = 60-250 nuclei per condition. In all violin plots, thick dashed lines indicate median, and thin dashes indicate 25 th and 75 th percentiles, respectively.

    Article Snippet: BJ-5ta Cells were purchased from ATCC (CRL-4001).

    Techniques: Transwell Migration Assay, Migration, Staining, Standard Deviation

    A) Confocal images (63x) of BJ-5ta nuclei stained with Lamin A/C (green) and DAPI (blue) of S/S and R2 immediately after migration (no growth) and then followed through 4 days of proliferation. Scalebar = 10 µm. Aspect Ratio (B) , Solidity (C) and EFC Ratio (D) measurements for conditions shown in 2A . (****P<.0001, ***P<.001, **P<.01, *P<.05, one-way ANOVA. N = 68-204 nuclei per condition.) In all violin plots, thick dashed lines indicate median, and thin dashes indicate 25 th and 75 th percentiles, respectively.

    Journal: bioRxiv

    Article Title: Reversibility of Nuclear and 3D Genomic Changes in Non-Cancerous Fibroblasts After Constricted Migration

    doi: 10.64898/2026.01.28.701973

    Figure Lengend Snippet: A) Confocal images (63x) of BJ-5ta nuclei stained with Lamin A/C (green) and DAPI (blue) of S/S and R2 immediately after migration (no growth) and then followed through 4 days of proliferation. Scalebar = 10 µm. Aspect Ratio (B) , Solidity (C) and EFC Ratio (D) measurements for conditions shown in 2A . (****P<.0001, ***P<.001, **P<.01, *P<.05, one-way ANOVA. N = 68-204 nuclei per condition.) In all violin plots, thick dashed lines indicate median, and thin dashes indicate 25 th and 75 th percentiles, respectively.

    Article Snippet: BJ-5ta Cells were purchased from ATCC (CRL-4001).

    Techniques: Staining, Migration

    (A) Classification metrics (accuracy, precision, recall, specificity, NPV) were determined by comparing cells classified as infected (based on eGFP/YFP intensity at GT centers) with those classified based on the predicted signal for IAV, HCMV, HSV-1 and HIV-1 in the cell lines A549, MRC-5, BJ-5ta, Vero and TZM-bl. (B) AP and AR were used to determine the accuracy of cell center prediction by comparing predicted center locations with original DAPI/BF masks for IAV, HCMV, HSV-1 and HIV-1 in A549, MRC-5, BJ-5ta, Vero and TZM-bl cells. (C) mAP and mAR at an IoU of 10 -4 were used to evaluate the accuracy of the overall model. Results are shown for IAV, HCMV, HSV-1 and HIV-1 in A549, MRC-5, BJ-5ta, Vero and TZM-bl cells. (D) Visualization of the eGFP/YFP intensity, the DAPI signal/BF image and GT classification, as well as the predicted infection signal, centers and classification (green crosses = infected, blue crosses = non-infected) for IAV, HCMV, HSV-1 and HIV-1 in A549, MRC-5, BJ-5ta, Vero and TZM-bl cells.

    Journal: bioRxiv

    Article Title: Label-free detection of individual virus-infected cells using deep learning

    doi: 10.64898/2026.01.15.699499

    Figure Lengend Snippet: (A) Classification metrics (accuracy, precision, recall, specificity, NPV) were determined by comparing cells classified as infected (based on eGFP/YFP intensity at GT centers) with those classified based on the predicted signal for IAV, HCMV, HSV-1 and HIV-1 in the cell lines A549, MRC-5, BJ-5ta, Vero and TZM-bl. (B) AP and AR were used to determine the accuracy of cell center prediction by comparing predicted center locations with original DAPI/BF masks for IAV, HCMV, HSV-1 and HIV-1 in A549, MRC-5, BJ-5ta, Vero and TZM-bl cells. (C) mAP and mAR at an IoU of 10 -4 were used to evaluate the accuracy of the overall model. Results are shown for IAV, HCMV, HSV-1 and HIV-1 in A549, MRC-5, BJ-5ta, Vero and TZM-bl cells. (D) Visualization of the eGFP/YFP intensity, the DAPI signal/BF image and GT classification, as well as the predicted infection signal, centers and classification (green crosses = infected, blue crosses = non-infected) for IAV, HCMV, HSV-1 and HIV-1 in A549, MRC-5, BJ-5ta, Vero and TZM-bl cells.

    Article Snippet: CCL-171), BJ-5ta (ATCC.

    Techniques: Infection