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Prism software

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Prism software is a data analysis and graphing tool developed by GraphPad. It is designed to help researchers and scientists visualize, analyze, and present their data. Prism software provides a range of statistical and graphical capabilities to help users interpret their experimental results.

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8 857 protocols using prism software

1

Analyzing Insect Behavioral Responses

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We used Chi-square analysis for behavior experiments and two-choice bioassays. The choice assays for each experiment were performed for a maximum of 5 days and the number of beetles (N) that made a choice were considered for statistical analysis (n = 18-69). Cohen's w, an effect size index was calculated by dividing the chi-square value (X 2 ) by the number of samples (N) and then taking the square root (Cohen, 1988) (link). Regression lines for EAG were fit using the non-linear regression method (GraphPad Prism Software). The EAG data was tested for homoscedasticity (GraphPad Prism Software) and significance was tested using Mann-Whitney test (GraphPad Prism Software). GraphPad Prism Software (USA) and Inkscape software (Inkscapes's contributors) were used to make the figures. See Supplementary Table 1 for statistical details.
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2

Statistical Analysis of Immunophenotyping and Transcriptomics

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Statistical analyses were carried out as follows: Whole blood immunophenotyping data were analyzed using the Wilcoxon rank test using Prism software (GraphPad). In graphs, each point represents one subject. Pairs of FAP and healthy subjects matched in sex and age are linked by a line. Whole blood gene expression by Nanostring and secretome by Luminex were analyzed by the T-test using Qlucore software. Due to the small sample size of this rare disease cohort, we approached our analysis in a discovery-based way and did not apply FDR correction to our p values for this analysis. Migration assays were analyzed by paired T-test, using Prism software (GraphPad). Cell proliferation, differentiation and cytokine production data on purified T cells were analyzed by the Wilcoxon rank test using Prism software (GraphPad). Killing and degranulation, and actin cytoskeleton reorganization were analyzed by two-way ANOVA test, using Prism software (GraphPad). Microtubule pattern and synapse morphology were analyzed by T-test for independent samples using Python software (version 3.10.8), SciPy (version 1.10.0) package (ttest_ind method https://docs.scipy.org/doc/scipy/reference/generated/scipy.stats.ttest_ind.html).
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3

Vascular Reactivity Measurement Protocol

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Vasoconstrictor responses induced by phenylephrine were expressed as the % of the tone generated by 75 mM KCl. Vasodilator responses induced by acetylcholine were expressed as the % of the previous tone in each case. The maximum response (Emax) and pD2 values were calculated by non-linear regression analysis of each individual concentration-response curve using GraphPad Prism Software. To compare the effect of endothelium removal on the response to phenylephrine in segments from the three groups, the results are expressed as the differences of areas under the concentration-response curves (dAUC) in the control and experimental situations. AUCs were calculated from the individual concentration-response curve plots using a computer program (GraphPad Prism Software, San Diego, CA, USA); the differences were expressed as the % of the AUC of the corresponding control situation.
The results are expressed as the mean±SEM (standard error of the mean) of the number of animals or the number of different cultures used in each experiment; differences were analyzed using Students t-test or one- or two-way analyses of variance (ANOVA), followed by the Bonferroni post hoc test, or Mann-Whitney nonparametric test by using GraphPad Prism Software. Differences were considered statistically significant at P<0.05.
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4

Comprehensive Statistical Analysis of Microbial and Survival Data

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The data (except for the survival curves and scatter plots) are reported as the means ± SEMs of values of triplicate results. The means of different treatments were compared by Student’s t test or ANOVA followed by Bonferroni’s t test (GraphPad Prism Software). Bacterial counts were reported as the means of CFUs and were analyzed by the Mann-Whitney U test (GraphPad Prism Software). The survival rate was expressed as the percentage of live animals, and the Mantel-Cox log rank test was used to determine the differences between survival curves (GraphPad Prism Software version 3). A p value of 0.05 or less was considered significant. For the gut microbiome analysis, the Adonis test was used to determine significant whole microbiome differences among discrete categorical or continuous variables. In this randomization/Monte Carlo permutation test, the samples were randomly reassigned to the various sample categories, and the mean normalized cross-category differences from each permutation were compared to the true cross-category differences. The fraction of permutations with greater distinction among categories (larger cross-category differences) than those observed with the non-permuted data were reported as the p-value for the Adonis test.
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5

Comprehensive Statistical Analysis of Biological Assays

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For enzymatic and TSA assays data are representative of at least two independent experiments with technical triplicates and data are presented as the mean ± SD. For ITC and cellular assays (dCK, c-KIT and CRISPR models) (cell cycle, nucleotide pool, Annexin V and DNA damage assays) each experiment was performed at least three times with technical triplicates for cellular models and data are presented as the mean ± SD. Statistical comparison of cellular assays was performed using two-tailed unpaired t test (GraphPad Prism Software (9.4.0)). IC50 values (enzymatic and cellular assays) were calculated by nonlinear regression curves using GraphPad Prism Software (9.4.0). Pearson r correlation (two-tailed) was computed after verification of the normal distribution of the dataset. Bioluminescence data were presented as the mean ± SEM and comparison was performed using two-way ANOVA test and Turkey multiple comparison test. Comparison of bioluminescence data at day 21 and hCD45+ populations (day 19 and day 21) were performed using one-way ANOVA Kruskal–Wallis test and Dunn’s multiple comparison test. Median survival times were compared using log-rank (Mantel–Cox) test. P values less than 0.05 were considered significant. Statistical analyses for animal studies were generated using GraphPad Prism Software (8.0.2).
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6

Glucose Homeostasis Evaluation Protocol

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All data were presented as mean ± SEM if not specified. Statistical significances were evaluated by student’s t test or ANOVA analysis (with Bonferroni post-test) using GraphPad Prism Software (version 5), and a p < 0.05 was set as a significance. The area under curve (AUC) for each mouse’s IPGTT and ITT data were calculated using GraphPad Prism Software (version 5. Ybaseline = 0, all peaks must go above the baseline, and ignore peaks that are less than 10% of the distance from minimum to maximum Y). The Spearman rank correlation and the Pearson correlation analyses were performed using GraphPad Prism Software (version 5).
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7

Quantitative Flow Cytometry Analysis

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Groups of at least 3 mice were used for all experiments to ensure sufficient power. MFI in all graphs is median fluorescence intensity. For analysis comparing more than 2 samples, a one-way ANOVA analysis was conducted with GraphPad prism software. To compare 2 samples an unpaired, two-tailed student’s t-test was conducted with GraphPad prism software. All data was included unless found to be a significant outlier using the Grubb’s test (ESD method) available through GraphPad prism software. Welch’s correction was applied when the standard deviations were unequal. Significance is indicated by * = P<0.05, ** = P<0.01, *** = P<0.001, **** = P<0.0001.
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8

High-Fat Diet Induced Metabolic Dysregulation

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All data are expressed as mean +/- SEM (n = 4 or greater). All expression statistical analysis was performed using ANOVA with Tukey’s post-hoc analysis in GraphPad prism software. Weekly mouse weights and food intake data was analyzed by two-way ANOVA followed by Sidak’s multiple comparisons at the 95% confidence level. For ipGTT, area under the curve (AUC) was generated and the data was analyzed by two-tailed student’s t-test in GraphPad prism software. Sample data generated by Reveal Biosciences was entered into GraphPad prism software and analyzed for statistical significance using an unpaired student’s t-test (2-tailed). P-values are reported as follows: * p ≤ 0.05, ** p ≤ 0.01, *** p ≤ 0.001, and **** p ≤ 0.0001.
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9

Diabetic Neuropathy Pathophysiology Assessment

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The results are presented as mean ± SE. Comparison between control and diabetic only were conducted using Student t-test (Prism software; GraphPad, San Diego, CA). Comparisons between the groups for body weight, blood glucose, MNCV, SNCV, thermal nociception and intraepidermal nerve fiber profiles were conducted using a one-way ANOVA and Bonferroni’s pairwise test for multiple comparisons (Prism software; GraphPad, San Diego, CA). Correlation coefficients for corneal nerves and intraepidermal nerve fibers were also determined using Prism software (GraphPad, San Diego, CA). A p value of less 0.05 was considered significant.
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10

Statistical Analysis of Experimental Data

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Results are expressed as the mean ± SD of at least 3 independent experiments, 3 human subjects, and at least 4 mice/group. Statistical analyses were performed by the Student's t test or linear regression test according to the type of data, using the Prism Graph pad software (v8). Pearson’s correlation analysis was performed using the Prism Graph pad software (v8). A p value < 0.05 was conventionally considered statistically significant.
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