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    MathWorks Inc data analyses
    Data Analyses, supplied by MathWorks Inc, used in various techniques. Bioz Stars score: 96/100, based on 2340 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/data+analyses/Database+Toolbox/pm41500090-88-4-9
    Average 96 stars, based on 2340 article reviews
    data analyses - by Bioz Stars, 2026-09
    96/100 stars

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    Article Title: Rhythmic Fluctuations in Tactile Attention
    Article Snippet: We performed all data analyses using MATLAB (version 2018; Mathworks, Natick, MA, USA) and the CircStat toolbox (version 1.21; Berens ).

    Article Title: Walking Selectively Modulates Behaviorally Relevant Auditory Responses According to Stride Cycle Phase
    Article Snippet: Data analyses were performed using MATLAB R2021b (The MathWorks, Inc., Natick, MA, USA) and the FieldTrip toolbox ( ).

    Article Title: Predictive Modelling and Optimisation of Rubber Blend Mixing Using a General Regression Neural Network.
    Article Snippet: The development of the GRNN model, as well as all data analyses, numerical computations, and visualizations in this study, were performed using MATLAB® R2022a (version 9.12, 64-bit; MathWorks, Natick, MA, USA) with the Neural Network Toolbox and Statistics and Machine Learning Toolbox.

    Article Title: Predictive Modelling and Optimisation of Rubber Blend Mixing Using a General Regression Neural Network
    Article Snippet: The development of the GRNN model, as well as all data analyses, numerical computations, and visualizations in this study, were performed using MATLAB ® R2022a (version 9.12, 64-bit; MathWorks, Natick, MA, USA) with the Neural Network Toolbox and Statistics and Machine Learning Toolbox.

    Article Title: EEG neural indicator of temporal integration in the human auditory brain with clinical implications
    Article Snippet: The data analyses were performed using MATLAB R2021b (MathWorks) and the Fieldtrip toolbox .

    Article Title: Effect of orthokeratology on ocular dominance in Chinese myopic children, a 1-year longitudinal study.
    Article Snippet: Purpose: To investigate the impact of orthokeratology on ocular dominance from both qualitative and quantitative perspectives.. Method: Thirty-nine myopic children undergoing orthokeratology treatment were enrolled in this 1-year prospective longitudinal study.. The hole-in-the-card method, convergence near-point method, and the Gabor-based psychophysical method were employed to determine ocular sighting, motor, and sensory dominance, respectively.

    Article Title: Cortical tracking of connected speech is interactively modulated by top-down predictions and bottom-up signal quality
    Article Snippet: Pre-processing of the EEG data was performed using the SPM12 toolbox (Wellcome Trust Centre for Neuroimaging, London, UK) in MATLAB R2020b (Mathworks, Inc. Natick, MA, USA) and data analyses were performed using custom MATLAB scripts.

    Software:

    Article Title: Brain activity associated with breakthrough food preoccupation in an individual on tirzepatide.
    Article Snippet: .. Software and code Policy information about availability of computer code Data collection Electrophysiologic data was obtained from intracranially placed depth leads by using commercially available NeuroPace RNS system Data analysis All data analyses were performed in MATLAB (R2022b) using custom scripts built upon the FieldTrip Toolbox (FieldTrip Toolbox-20221118; https://www.fieldtriptoolbox.org/). ..



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    Generating a humanized stroma PDX (HS-PDX). A Tumor growth curves (i–iii) and (iv) summary of relative final tumor volumes of HS-PDXs with the indicate EC (combination iHUVEC/iHDMEC or EPC sources. TC + CA-MSC in the absence or presence of human EC (TC + CA-MSC; n = 6) (iHDMEC + iHUVEC) and Pt. EC/EPC (TC + CA-MSC + EC/EPC; n = 7). Tumor volumes in A (iv) are normalized TC + CA-MSC alone at 100%. B Representative IF evaluation of human tumor vascular antigen CD31 (red) in PDXs with the indicated EC/EPC sources. 4′,6-diamidino-2-phenylindole (DAPI; blue) was used to label cell nuclei. C IF evaluation of a tumor-specific vascular marker EGFL6 (red). Cell nuclei were counterstained with DAPI (blue). D <t>RNA-Seq-based</t> relative mRNA expression for two patient PDXs without and with the addition of human endothelial cells. E Growth curves for standard PDX and HS-PDX, derived from a patient with platinum refractory ovarian cancer, treated with carboplatin (blue arrows indicate timing of carboplatin administration ( n = 4–7/treatment group). Tumor volumes are internally normalized to the initial measurement for each tumor (~ 100 mm 3 ). Abbreviations : CA-MSC, cancer-associated mesenchymal stem cells; EC, endothelial cells; EPC, endothelial progenitor cells; iHDMEC, immortalized human dermal microvascular endothelial cells; iHUVEC, immortalized human umbilical vein endothelial cells; PDX, patient-derived xenograft; P0 and P1, passage 0 and passage 1. The first generation of PDX is denoted P0, and P0 is subsequently passaged to second generation (P1); Pt., patient; TC, tumor cells. * p < 0.05, ** p < 0.01, *** p < 0.001. Scale bars in B and C are 20 µm
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    Generating a humanized stroma PDX (HS-PDX). A Tumor growth curves (i–iii) and (iv) summary of relative final tumor volumes of HS-PDXs with the indicate EC (combination iHUVEC/iHDMEC or EPC sources. TC + CA-MSC in the absence or presence of human EC (TC + CA-MSC; n = 6) (iHDMEC + iHUVEC) and Pt. EC/EPC (TC + CA-MSC + EC/EPC; n = 7). Tumor volumes in A (iv) are normalized TC + CA-MSC alone at 100%. B Representative IF evaluation of human tumor vascular antigen CD31 (red) in PDXs with the indicated EC/EPC sources. 4′,6-diamidino-2-phenylindole (DAPI; blue) was used to label cell nuclei. C IF evaluation of a tumor-specific vascular marker EGFL6 (red). Cell nuclei were counterstained with DAPI (blue). D <t>RNA-Seq-based</t> relative mRNA expression for two patient PDXs without and with the addition of human endothelial cells. E Growth curves for standard PDX and HS-PDX, derived from a patient with platinum refractory ovarian cancer, treated with carboplatin (blue arrows indicate timing of carboplatin administration ( n = 4–7/treatment group). Tumor volumes are internally normalized to the initial measurement for each tumor (~ 100 mm 3 ). Abbreviations : CA-MSC, cancer-associated mesenchymal stem cells; EC, endothelial cells; EPC, endothelial progenitor cells; iHDMEC, immortalized human dermal microvascular endothelial cells; iHUVEC, immortalized human umbilical vein endothelial cells; PDX, patient-derived xenograft; P0 and P1, passage 0 and passage 1. The first generation of PDX is denoted P0, and P0 is subsequently passaged to second generation (P1); Pt., patient; TC, tumor cells. * p < 0.05, ** p < 0.01, *** p < 0.001. Scale bars in B and C are 20 µm
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    Generating a humanized stroma PDX (HS-PDX). A Tumor growth curves (i–iii) and (iv) summary of relative final tumor volumes of HS-PDXs with the indicate EC (combination iHUVEC/iHDMEC or EPC sources. TC + CA-MSC in the absence or presence of human EC (TC + CA-MSC; n = 6) (iHDMEC + iHUVEC) and Pt. EC/EPC (TC + CA-MSC + EC/EPC; n = 7). Tumor volumes in A (iv) are normalized TC + CA-MSC alone at 100%. B Representative IF evaluation of human tumor vascular antigen CD31 (red) in PDXs with the indicated EC/EPC sources. 4′,6-diamidino-2-phenylindole (DAPI; blue) was used to label cell nuclei. C IF evaluation of a tumor-specific vascular marker EGFL6 (red). Cell nuclei were counterstained with DAPI (blue). D RNA-Seq-based relative mRNA expression for two patient PDXs without and with the addition of human endothelial cells. E Growth curves for standard PDX and HS-PDX, derived from a patient with platinum refractory ovarian cancer, treated with carboplatin (blue arrows indicate timing of carboplatin administration ( n = 4–7/treatment group). Tumor volumes are internally normalized to the initial measurement for each tumor (~ 100 mm 3 ). Abbreviations : CA-MSC, cancer-associated mesenchymal stem cells; EC, endothelial cells; EPC, endothelial progenitor cells; iHDMEC, immortalized human dermal microvascular endothelial cells; iHUVEC, immortalized human umbilical vein endothelial cells; PDX, patient-derived xenograft; P0 and P1, passage 0 and passage 1. The first generation of PDX is denoted P0, and P0 is subsequently passaged to second generation (P1); Pt., patient; TC, tumor cells. * p < 0.05, ** p < 0.01, *** p < 0.001. Scale bars in B and C are 20 µm

    Journal: Cancer Immunology, Immunotherapy : CII

    Article Title: A novel humanized immune stroma PDX cancer model for therapeutic studies

    doi: 10.1007/s00262-026-04349-4

    Figure Lengend Snippet: Generating a humanized stroma PDX (HS-PDX). A Tumor growth curves (i–iii) and (iv) summary of relative final tumor volumes of HS-PDXs with the indicate EC (combination iHUVEC/iHDMEC or EPC sources. TC + CA-MSC in the absence or presence of human EC (TC + CA-MSC; n = 6) (iHDMEC + iHUVEC) and Pt. EC/EPC (TC + CA-MSC + EC/EPC; n = 7). Tumor volumes in A (iv) are normalized TC + CA-MSC alone at 100%. B Representative IF evaluation of human tumor vascular antigen CD31 (red) in PDXs with the indicated EC/EPC sources. 4′,6-diamidino-2-phenylindole (DAPI; blue) was used to label cell nuclei. C IF evaluation of a tumor-specific vascular marker EGFL6 (red). Cell nuclei were counterstained with DAPI (blue). D RNA-Seq-based relative mRNA expression for two patient PDXs without and with the addition of human endothelial cells. E Growth curves for standard PDX and HS-PDX, derived from a patient with platinum refractory ovarian cancer, treated with carboplatin (blue arrows indicate timing of carboplatin administration ( n = 4–7/treatment group). Tumor volumes are internally normalized to the initial measurement for each tumor (~ 100 mm 3 ). Abbreviations : CA-MSC, cancer-associated mesenchymal stem cells; EC, endothelial cells; EPC, endothelial progenitor cells; iHDMEC, immortalized human dermal microvascular endothelial cells; iHUVEC, immortalized human umbilical vein endothelial cells; PDX, patient-derived xenograft; P0 and P1, passage 0 and passage 1. The first generation of PDX is denoted P0, and P0 is subsequently passaged to second generation (P1); Pt., patient; TC, tumor cells. * p < 0.05, ** p < 0.01, *** p < 0.001. Scale bars in B and C are 20 µm

    Article Snippet: RNA-seq data analyses were performed by Novogene and Dr. Hui Shen’s research group.

    Techniques: Marker, RNA Sequencing, Expressing, Derivative Assay

    Identifying the optimal humanized bone marrow mouse type for the humanized immune stroma PDX (HIS-PDX). PDX models established in immunodeficient NSG, humanized HuNSG-SGM3 and humanized BLT mice were named as NSG-PDX, HuSGM3-PDX and BLT-PDX models, respectively. A-C RNA-seq-based mRNA analysis of the indicated lymphocyte ( A ), myeloid cell ( B ) and NK cell ( C ) markers genes in NSG-PDX, HuSGM3-PDX and BLT-PDX tumors. Expression is normalized using the expression in matched primary patient-derived tumor. D IF for human CD3, CD8, CD14 and CD163 evaluating tumor immune infiltrates in the indicated PDX tumor models. Cell nuclei were counterstained with DAPI (blue). Scale bars, 20 µm

    Journal: Cancer Immunology, Immunotherapy : CII

    Article Title: A novel humanized immune stroma PDX cancer model for therapeutic studies

    doi: 10.1007/s00262-026-04349-4

    Figure Lengend Snippet: Identifying the optimal humanized bone marrow mouse type for the humanized immune stroma PDX (HIS-PDX). PDX models established in immunodeficient NSG, humanized HuNSG-SGM3 and humanized BLT mice were named as NSG-PDX, HuSGM3-PDX and BLT-PDX models, respectively. A-C RNA-seq-based mRNA analysis of the indicated lymphocyte ( A ), myeloid cell ( B ) and NK cell ( C ) markers genes in NSG-PDX, HuSGM3-PDX and BLT-PDX tumors. Expression is normalized using the expression in matched primary patient-derived tumor. D IF for human CD3, CD8, CD14 and CD163 evaluating tumor immune infiltrates in the indicated PDX tumor models. Cell nuclei were counterstained with DAPI (blue). Scale bars, 20 µm

    Article Snippet: RNA-seq data analyses were performed by Novogene and Dr. Hui Shen’s research group.

    Techniques: RNA Sequencing, Expressing, Derivative Assay

    Analysis of complete humanized immune stroma PDX (HIS-PDX). HIS-PDX were created by co-engraftment of PDX TC, CA-MSC and EC (iHUVEC + iHDMEC). A IF for alpha smooth muscle actin (αSMA; red), and human-specific mitochondrial antigen (hMitoc; green) or pan-cytokeratin (PanCK; green) to label tumor cells in standard and HIS-PDX. Cell nuclei were counterstained with DAPI (blue) ( n = 3). B Hematoxylin and eosin (H&E) staining for a cell line-derived xenograft, standard PDX, humanized immune stroma PDX (HIS-PDX) and matched patient’s primary tumor ( n = 3). C RNA-seq derived heat map for stromal and immune gene expression in solid tumor-derived standard PDXs (StndPDX), HIS-PDX and patient primary tumor ( n = 3). D Total gene expression correlation between primary human tumor and primary tumor-derived HIS-PDX for patient 1 and patient 4. Scale bars in ( A ), 40 µm; scale bars in ( B ), 100 µm

    Journal: Cancer Immunology, Immunotherapy : CII

    Article Title: A novel humanized immune stroma PDX cancer model for therapeutic studies

    doi: 10.1007/s00262-026-04349-4

    Figure Lengend Snippet: Analysis of complete humanized immune stroma PDX (HIS-PDX). HIS-PDX were created by co-engraftment of PDX TC, CA-MSC and EC (iHUVEC + iHDMEC). A IF for alpha smooth muscle actin (αSMA; red), and human-specific mitochondrial antigen (hMitoc; green) or pan-cytokeratin (PanCK; green) to label tumor cells in standard and HIS-PDX. Cell nuclei were counterstained with DAPI (blue) ( n = 3). B Hematoxylin and eosin (H&E) staining for a cell line-derived xenograft, standard PDX, humanized immune stroma PDX (HIS-PDX) and matched patient’s primary tumor ( n = 3). C RNA-seq derived heat map for stromal and immune gene expression in solid tumor-derived standard PDXs (StndPDX), HIS-PDX and patient primary tumor ( n = 3). D Total gene expression correlation between primary human tumor and primary tumor-derived HIS-PDX for patient 1 and patient 4. Scale bars in ( A ), 40 µm; scale bars in ( B ), 100 µm

    Article Snippet: RNA-seq data analyses were performed by Novogene and Dr. Hui Shen’s research group.

    Techniques: Staining, Derivative Assay, RNA Sequencing, Gene Expression