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Instat 4

Manufactured by GraphPad
Sourced in United States

InStat 4.0 is a statistical analysis software designed for researchers. It provides a range of statistical tools and methods to analyze data from various scientific studies. The software offers features for data management, statistical analysis, and visualization.

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Lab products found in correlation

14 protocols using instat 4

1

Histological Analysis of Tendon Interventions

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For the histological analysis, the separated tendon unit was embedded in paraffin and sections of thickness five microns (5 μ) were cut longitudinally and transversally. The slides were viewed at magnifications of 100×, 200× and 400× after they had been stained using a preparation of hematoxylin-eosin (HE), in order to observe the alterations to the collagen fiber bundles and to the nuclei and cytoplasm of the fibrocytes and fibroblasts. The parameters of cellularity, collagen thickness, occurrences of edema and vascular proliferation were evaluated and categorized as scores of 0, 1, 2 or 3, as described in a previous study.15 These parameters or histological indicators were examined in order to demonstrate the behavior of the tendon after the interventions made in this study. All the analyses were performed by a single pathologist, who was unaware of the respective treatment groups of the animals from which the samples were obtained.
The data are presented as the mean ± SEM (standard error of the mean), for values obtained from ordinal variables (tension in N, to evaluate the resistance of the tendon) or the median for categorical variables (degree of inflammation). The analysis was performed using GraphPad Instat 4.0®, using one or two-way ANOVA followed by the Kruskal–Wallis or Bonferroni test, respectively. p-Values < 0.05 were taken to be significant.
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2

Toxicological Evaluation of Compound X

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Experiments were performed in triplicate. Data obtained in each experiment were submitted to analysis of variance (ANOVA one-way) and Tukey’s post test with multiple comparisons using the program GraphPad InStat 4.0, adopting a confidence level of 95%. LC50 values obtained in the experiments were confirmed with those determined using Excel® software. Data were presented as mean ± standard deviation (±SD).
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3

Statistical Analysis Methods Validation

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All data were analyzed using GraphPad Instat 4.0 software. Unless stated otherwise, all comparisons were performed using a two-tailed Student t test. Mann-Whitney U testing was used for nonparametric analysis when data did not fit a Gaussian distribution. A P value of ≤0.05 was considered to be statistically significant.
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4

Kruskal-Wallis and Mann-Whitney Analysis

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Data are shown as mean ± standard error of the mean (SEM), unless otherwise stated. Statistical analysis was performed by the non-parametric analysis of variance Kruskal–Wallis followed by Dunn post-test (k > 2) or U de Mann–Whitney test (k = 2). The GraphPad Instat 4.0 software (GraphPad, California, USA) was used for statistical analyses, and differences were considered significant when p value was <0.05.
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5

Inhibition Kinetics and Dose-Response Analysis

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The experiments were performed in triplicate. The data obtained in each experiment were submitted to variance analysis (ANOVA oneway) and post test of Tukey multiple comparisons using the GraphPad InStat 4.0 program adopting a confidence level of 95%. IC 50 values obtained in the experiments were confirmed with those determined using Excel® software. Sample concentration which inhibits 50% of the observed effect (IC 50 ) was determined using the linear equation (y = ax + b) using the Excel® software package Office 97. Then the program created a trend line and selected the items to display equation on the graph and present the R-square value on the graph (correlation coefficient). Then, using a value of y = 0.5 we calculated the value of x (dose corresponding to IC 50 ).
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6

Comparative Statistical Analysis of Biological Data

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Data are shown as mean ± standard error of the mean (SEM), unless otherwise stated.
Statistical analysis was performed by the non-parametric analysis of variance Kruskall-Wallis followed by Dunn post-test (k<2) or U de Mann Whitney test (k=2). The GraphPad Instat 4.0 software (GraphPad, California, USA) was used for statistical analyses, and differences were considered significant when p value was <0.05.
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7

Vesicle Uptake and Western Blot Analysis

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Data are shown as mean ± SEM in all figures. All individual uptakes were done in triplicate. The ‘n’ number for any set of uptake experiments or Western blot analysis refers to vesicle or isolated cell preparations from different animals. Data were analyzed using one-way analysis of variance (ANOVA) to assess the significance between control and experimental groups by using GraphPad Instat 4 (San Diego, CA) for statistical analysis and a p value of less than 0.01 was considered significant.
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8

Unpaired t-test Analysis of Normalized Data

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The software GraphPad InStat 4 version 3.0 for Windows (GraphPad Software, San Diego,
CA, USA) was used. Data were checked for normality and homogeneity using
Kolmogorov-Smirnov and Bartlett tests, respectively. Since these criteria were
satisfied, data were analyzed by unpaired t test (p<0.05).
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9

Asthma Severity and Agent Type

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The characteristics of the subjects are expressed as the median and range unless otherwise stated. A one-sample Kolmogorov-Smirnov test, calculated to assess normality, showed non-normal distribution of the parameters studied. Between-group differences were analysed by the Mann-Whitney test and within-group differences by the Wilcoxon signed rank test. Differences were considered significant at a p value of ≤0.05. Multivariate logistic regression was used to analyse the independent association between asthma severity and the type of agent involved. All variables that were related to the quantities of interest and/or factors previously reported in the literature were considered as potential confounders. Results were reported using odds ratios (OR) and 95% confidence intervals (CI). SPSS release 17.0 for Windows (SPSS; Chicago, IL) and GraphPad InStat4 (GraphPad Software Inc; San Diego, CA) were used for the statistical analyses.
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10

Statistical Analysis of Experimental Data

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The results of the data presented in this study represent means ± SEM of the experiments performed in triplicate. Student’s t-test was performed using GraphPad Instat 4 (GraphPad Software Inc., San Diego, CA, USA) to determine statistical significance for the data generated for the different experimental conditions.
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