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stouffer’s z-score method  (Stouffer Industries)

 
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    Stouffer Industries stouffer’s z-score method
    Stouffer’s Z Score Method, supplied by Stouffer Industries, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/stouffer%E2%80%99s+method/stouffer+s+z+score+method/pmc09891357__mct___22___0409_supplementary_data_suppsd-83-49-48
    Average 90 stars, based on 1 article reviews
    stouffer’s z-score method - by Bioz Stars, 2026-10
    90/100 stars

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    Related Articles

    Quantitative Proteomics:

    Article Title: The regulatory architecture of the primed pluripotent cell state
    Article Snippet: Differential expression (z-scores) across all marker proteins were integrated using the Stouffer’s method and shown in the right-most heatmaps as -log10(FDR). n=12 n=3 n=3 Cont #1 #2 Bach2 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.0 Rel ati ve exp ression 0.0 0.5 1.0 1.5 2.0 0.005 0.005 0.002 0.005 n=28 n=3 n=3 Cont #1 #2 n=3 n=4 #3 #4 Irf6 KO 0.03 0.03 0.03 n=30 n=3 n=4 Cont #1 #2 n=3 #3 Zmat4 KO Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 2.0 n=12 n=3 n=3 Cont #1 #2 Rexo4 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.005 0.0 n=16 n=4 n=4 Cont #1 #2 Utf1 KO Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 2.0 n=20 n=4 n=4 Cont #1 #2 Zpr1 KD 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.0002 0.0002 0.0 n=20 n=4 n=4 Cont #1 #2 Rrn3 KD 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.0002 0.0002 0.0 n=12 n=3 n=3 Cont #1 #2 Peg3 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.005 0.0 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.009 0.01 0.02 0.009 n=28 n=3 n=3 Cont #1 #2 n=3 n=3 #3 #4 Mkx KO n=20 n=2 n=2 Cont #1 #2 Phf5a KD Re la tiv e ex pr es si on 0.009 0.009 0.0 0.5 1.0 1.5 2.0 n=12 n=3 n=3 Cont #1 #2 Zfp239 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.005 0.00.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.003 0.004 0.003 n=20 n=4 n=4 Cont #1 #2 n=4 #3 Zfp207 KD 0.01 0.01 0.0 0.5 1.0 1.5 2.0 2.5 Re la tiv e ex pr es si on n=14 n=3 n=3 Cont #1 #2 Zfp579 KO n=25 n=3 n=3 Cont #1 #2 n=3 n=4 #3 #4 Tal2 KO n=4 #5 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.004 0.02 0.006 0.003 0.03 n=16 n=3 n=4 Cont #1 #2 Jazf1 KO 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.01 0.02 0.01 0.005 n=19 n=3 n=2 Cont #1 #2 n=3 n=3 #3 #4 Rarb KO 0.0004 0.0004 n=16 n=4 n=4 Cont #1 #2 Hes6 KO 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.001 0.0004 n=20 n=4 n=3 Cont #1 #2 Tada2a KD 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.01 0.01 n=8 n=3 n=3 Cont #1 #2 Cbl KO 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.001 0.001 n=9 n=5 n=5 Cont #1 #2 Zc3h13 KO Supplementary Figure 5: Expression of MRs in CRISPR/Cas9 targeted or shRNA silenced EpiSC lines.

    Article Title: The evaluation of artificial intelligence in mammography-based breast cancer screening: Is breast-level analysis enough?
    Article Snippet: Using Stouffer’s method to combine z-scores from the ten test schemes, overall human AUC performance was inferior to that of AI at breast level (z= 2.983, p < 0.01).

    Article Title: Integrative bioinformatics frameworks for abdominal aortic aneurysm using GWAS meta-analysis, biological network construction, and structural modeling.
    Article Snippet: Stouffer’s method43 was applied in METAL to meta-analyze the summary statistics.

    Article Title: Identification and targeting of regulators of SARS-CoV-2–host interactions in the airway epithelium
    Article Snippet: We integrated the bootstrapped signatures using the Stouffer’s method for each combination of cell type and time point.

    Article Title: metacp: a versatile software package for combining dependent or independent p-values.
    Article Snippet: For instance, Marczyk and coworkers have shown that a simple ad-hoc LD correction coupled with the Stouffer’s method could increase the performance of various gene-set analysis methods [46].

    Article Title: The regulatory architecture of the primed pluripotent cell state.
    Article Snippet: Finally, to compute a gene-level z-score, the statistics of each associated shRNA clone were integrated using Stouffer’s method.

    Article Title: metacp : a versatile software package for combining dependent or independent p -values
    Article Snippet: For instance, Marczyk and coworkers have shown that a simple ad-hoc LD correction coupled with the Stouffer’s method could increase the performance of various gene-set analysis methods [ ].

    Article Title: Proteogenomic analysis of the CALGB 40601 (Alliance) HER2+ breast cancer neoadjuvant trial reveals resistance biomarkers
    Article Snippet: The Stouffer meta- p values show the p values resulting from combination of the individual p values for each dataset weighted by sample size of the corresponding treatment arm using Stouffer’s method.

    Marker:

    Article Title: The regulatory architecture of the primed pluripotent cell state
    Article Snippet: Differential expression (z-scores) across all marker proteins were integrated using the Stouffer’s method and shown in the right-most heatmaps as -log10(FDR). n=12 n=3 n=3 Cont #1 #2 Bach2 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.0 Rel ati ve exp ression 0.0 0.5 1.0 1.5 2.0 0.005 0.005 0.002 0.005 n=28 n=3 n=3 Cont #1 #2 n=3 n=4 #3 #4 Irf6 KO 0.03 0.03 0.03 n=30 n=3 n=4 Cont #1 #2 n=3 #3 Zmat4 KO Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 2.0 n=12 n=3 n=3 Cont #1 #2 Rexo4 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.005 0.0 n=16 n=4 n=4 Cont #1 #2 Utf1 KO Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 2.0 n=20 n=4 n=4 Cont #1 #2 Zpr1 KD 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.0002 0.0002 0.0 n=20 n=4 n=4 Cont #1 #2 Rrn3 KD 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.0002 0.0002 0.0 n=12 n=3 n=3 Cont #1 #2 Peg3 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.005 0.0 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.009 0.01 0.02 0.009 n=28 n=3 n=3 Cont #1 #2 n=3 n=3 #3 #4 Mkx KO n=20 n=2 n=2 Cont #1 #2 Phf5a KD Re la tiv e ex pr es si on 0.009 0.009 0.0 0.5 1.0 1.5 2.0 n=12 n=3 n=3 Cont #1 #2 Zfp239 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.005 0.00.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.003 0.004 0.003 n=20 n=4 n=4 Cont #1 #2 n=4 #3 Zfp207 KD 0.01 0.01 0.0 0.5 1.0 1.5 2.0 2.5 Re la tiv e ex pr es si on n=14 n=3 n=3 Cont #1 #2 Zfp579 KO n=25 n=3 n=3 Cont #1 #2 n=3 n=4 #3 #4 Tal2 KO n=4 #5 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.004 0.02 0.006 0.003 0.03 n=16 n=3 n=4 Cont #1 #2 Jazf1 KO 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.01 0.02 0.01 0.005 n=19 n=3 n=2 Cont #1 #2 n=3 n=3 #3 #4 Rarb KO 0.0004 0.0004 n=16 n=4 n=4 Cont #1 #2 Hes6 KO 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.001 0.0004 n=20 n=4 n=3 Cont #1 #2 Tada2a KD 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.01 0.01 n=8 n=3 n=3 Cont #1 #2 Cbl KO 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.001 0.001 n=9 n=5 n=5 Cont #1 #2 Zc3h13 KO Supplementary Figure 5: Expression of MRs in CRISPR/Cas9 targeted or shRNA silenced EpiSC lines.

    Article Title: The evaluation of artificial intelligence in mammography-based breast cancer screening: Is breast-level analysis enough?
    Article Snippet: Using Stouffer’s method to combine z-scores from the ten test schemes, overall human AUC performance was inferior to that of AI at breast level (z= 2.983, p < 0.01).

    Article Title: Integrative bioinformatics frameworks for abdominal aortic aneurysm using GWAS meta-analysis, biological network construction, and structural modeling.
    Article Snippet: Stouffer’s method43 was applied in METAL to meta-analyze the summary statistics.

    Article Title: Identification and targeting of regulators of SARS-CoV-2–host interactions in the airway epithelium
    Article Snippet: We integrated the bootstrapped signatures using the Stouffer’s method for each combination of cell type and time point.

    Article Title: metacp: a versatile software package for combining dependent or independent p-values.
    Article Snippet: For instance, Marczyk and coworkers have shown that a simple ad-hoc LD correction coupled with the Stouffer’s method could increase the performance of various gene-set analysis methods [46].

    Article Title: The regulatory architecture of the primed pluripotent cell state.
    Article Snippet: Finally, to compute a gene-level z-score, the statistics of each associated shRNA clone were integrated using Stouffer’s method.

    Article Title: metacp : a versatile software package for combining dependent or independent p -values
    Article Snippet: For instance, Marczyk and coworkers have shown that a simple ad-hoc LD correction coupled with the Stouffer’s method could increase the performance of various gene-set analysis methods [ ].

    Article Title: Proteogenomic analysis of the CALGB 40601 (Alliance) HER2+ breast cancer neoadjuvant trial reveals resistance biomarkers
    Article Snippet: The Stouffer meta- p values show the p values resulting from combination of the individual p values for each dataset weighted by sample size of the corresponding treatment arm using Stouffer’s method.

    Expressing:

    Article Title: The regulatory architecture of the primed pluripotent cell state
    Article Snippet: Differential expression (z-scores) across all marker proteins were integrated using the Stouffer’s method and shown in the right-most heatmaps as -log10(FDR). n=12 n=3 n=3 Cont #1 #2 Bach2 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.0 Rel ati ve exp ression 0.0 0.5 1.0 1.5 2.0 0.005 0.005 0.002 0.005 n=28 n=3 n=3 Cont #1 #2 n=3 n=4 #3 #4 Irf6 KO 0.03 0.03 0.03 n=30 n=3 n=4 Cont #1 #2 n=3 #3 Zmat4 KO Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 2.0 n=12 n=3 n=3 Cont #1 #2 Rexo4 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.005 0.0 n=16 n=4 n=4 Cont #1 #2 Utf1 KO Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 2.0 n=20 n=4 n=4 Cont #1 #2 Zpr1 KD 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.0002 0.0002 0.0 n=20 n=4 n=4 Cont #1 #2 Rrn3 KD 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.0002 0.0002 0.0 n=12 n=3 n=3 Cont #1 #2 Peg3 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.005 0.0 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.009 0.01 0.02 0.009 n=28 n=3 n=3 Cont #1 #2 n=3 n=3 #3 #4 Mkx KO n=20 n=2 n=2 Cont #1 #2 Phf5a KD Re la tiv e ex pr es si on 0.009 0.009 0.0 0.5 1.0 1.5 2.0 n=12 n=3 n=3 Cont #1 #2 Zfp239 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.005 0.00.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.003 0.004 0.003 n=20 n=4 n=4 Cont #1 #2 n=4 #3 Zfp207 KD 0.01 0.01 0.0 0.5 1.0 1.5 2.0 2.5 Re la tiv e ex pr es si on n=14 n=3 n=3 Cont #1 #2 Zfp579 KO n=25 n=3 n=3 Cont #1 #2 n=3 n=4 #3 #4 Tal2 KO n=4 #5 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.004 0.02 0.006 0.003 0.03 n=16 n=3 n=4 Cont #1 #2 Jazf1 KO 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.01 0.02 0.01 0.005 n=19 n=3 n=2 Cont #1 #2 n=3 n=3 #3 #4 Rarb KO 0.0004 0.0004 n=16 n=4 n=4 Cont #1 #2 Hes6 KO 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.001 0.0004 n=20 n=4 n=3 Cont #1 #2 Tada2a KD 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.01 0.01 n=8 n=3 n=3 Cont #1 #2 Cbl KO 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.001 0.001 n=9 n=5 n=5 Cont #1 #2 Zc3h13 KO Supplementary Figure 5: Expression of MRs in CRISPR/Cas9 targeted or shRNA silenced EpiSC lines.

    Article Title: The evaluation of artificial intelligence in mammography-based breast cancer screening: Is breast-level analysis enough?
    Article Snippet: Using Stouffer’s method to combine z-scores from the ten test schemes, overall human AUC performance was inferior to that of AI at breast level (z= 2.983, p < 0.01).

    Article Title: Integrative bioinformatics frameworks for abdominal aortic aneurysm using GWAS meta-analysis, biological network construction, and structural modeling.
    Article Snippet: Stouffer’s method43 was applied in METAL to meta-analyze the summary statistics.

    Article Title: Identification and targeting of regulators of SARS-CoV-2–host interactions in the airway epithelium
    Article Snippet: We integrated the bootstrapped signatures using the Stouffer’s method for each combination of cell type and time point.

    Article Title: metacp: a versatile software package for combining dependent or independent p-values.
    Article Snippet: For instance, Marczyk and coworkers have shown that a simple ad-hoc LD correction coupled with the Stouffer’s method could increase the performance of various gene-set analysis methods [46].

    Article Title: The regulatory architecture of the primed pluripotent cell state.
    Article Snippet: Finally, to compute a gene-level z-score, the statistics of each associated shRNA clone were integrated using Stouffer’s method.

    Article Title: metacp : a versatile software package for combining dependent or independent p -values
    Article Snippet: For instance, Marczyk and coworkers have shown that a simple ad-hoc LD correction coupled with the Stouffer’s method could increase the performance of various gene-set analysis methods [ ].

    Article Title: Proteogenomic analysis of the CALGB 40601 (Alliance) HER2+ breast cancer neoadjuvant trial reveals resistance biomarkers
    Article Snippet: The Stouffer meta- p values show the p values resulting from combination of the individual p values for each dataset weighted by sample size of the corresponding treatment arm using Stouffer’s method.

    CRISPR:

    Article Title: The regulatory architecture of the primed pluripotent cell state
    Article Snippet: Differential expression (z-scores) across all marker proteins were integrated using the Stouffer’s method and shown in the right-most heatmaps as -log10(FDR). n=12 n=3 n=3 Cont #1 #2 Bach2 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.0 Rel ati ve exp ression 0.0 0.5 1.0 1.5 2.0 0.005 0.005 0.002 0.005 n=28 n=3 n=3 Cont #1 #2 n=3 n=4 #3 #4 Irf6 KO 0.03 0.03 0.03 n=30 n=3 n=4 Cont #1 #2 n=3 #3 Zmat4 KO Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 2.0 n=12 n=3 n=3 Cont #1 #2 Rexo4 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.005 0.0 n=16 n=4 n=4 Cont #1 #2 Utf1 KO Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 2.0 n=20 n=4 n=4 Cont #1 #2 Zpr1 KD 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.0002 0.0002 0.0 n=20 n=4 n=4 Cont #1 #2 Rrn3 KD 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.0002 0.0002 0.0 n=12 n=3 n=3 Cont #1 #2 Peg3 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.005 0.0 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.009 0.01 0.02 0.009 n=28 n=3 n=3 Cont #1 #2 n=3 n=3 #3 #4 Mkx KO n=20 n=2 n=2 Cont #1 #2 Phf5a KD Re la tiv e ex pr es si on 0.009 0.009 0.0 0.5 1.0 1.5 2.0 n=12 n=3 n=3 Cont #1 #2 Zfp239 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.005 0.00.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.003 0.004 0.003 n=20 n=4 n=4 Cont #1 #2 n=4 #3 Zfp207 KD 0.01 0.01 0.0 0.5 1.0 1.5 2.0 2.5 Re la tiv e ex pr es si on n=14 n=3 n=3 Cont #1 #2 Zfp579 KO n=25 n=3 n=3 Cont #1 #2 n=3 n=4 #3 #4 Tal2 KO n=4 #5 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.004 0.02 0.006 0.003 0.03 n=16 n=3 n=4 Cont #1 #2 Jazf1 KO 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.01 0.02 0.01 0.005 n=19 n=3 n=2 Cont #1 #2 n=3 n=3 #3 #4 Rarb KO 0.0004 0.0004 n=16 n=4 n=4 Cont #1 #2 Hes6 KO 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.001 0.0004 n=20 n=4 n=3 Cont #1 #2 Tada2a KD 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.01 0.01 n=8 n=3 n=3 Cont #1 #2 Cbl KO 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.001 0.001 n=9 n=5 n=5 Cont #1 #2 Zc3h13 KO Supplementary Figure 5: Expression of MRs in CRISPR/Cas9 targeted or shRNA silenced EpiSC lines.

    Article Title: The evaluation of artificial intelligence in mammography-based breast cancer screening: Is breast-level analysis enough?
    Article Snippet: Using Stouffer’s method to combine z-scores from the ten test schemes, overall human AUC performance was inferior to that of AI at breast level (z= 2.983, p < 0.01).

    Article Title: Integrative bioinformatics frameworks for abdominal aortic aneurysm using GWAS meta-analysis, biological network construction, and structural modeling.
    Article Snippet: Stouffer’s method43 was applied in METAL to meta-analyze the summary statistics.

    Article Title: Identification and targeting of regulators of SARS-CoV-2–host interactions in the airway epithelium
    Article Snippet: We integrated the bootstrapped signatures using the Stouffer’s method for each combination of cell type and time point.

    Article Title: metacp: a versatile software package for combining dependent or independent p-values.
    Article Snippet: For instance, Marczyk and coworkers have shown that a simple ad-hoc LD correction coupled with the Stouffer’s method could increase the performance of various gene-set analysis methods [46].

    Article Title: The regulatory architecture of the primed pluripotent cell state.
    Article Snippet: Finally, to compute a gene-level z-score, the statistics of each associated shRNA clone were integrated using Stouffer’s method.

    Article Title: metacp : a versatile software package for combining dependent or independent p -values
    Article Snippet: For instance, Marczyk and coworkers have shown that a simple ad-hoc LD correction coupled with the Stouffer’s method could increase the performance of various gene-set analysis methods [ ].

    Article Title: Proteogenomic analysis of the CALGB 40601 (Alliance) HER2+ breast cancer neoadjuvant trial reveals resistance biomarkers
    Article Snippet: The Stouffer meta- p values show the p values resulting from combination of the individual p values for each dataset weighted by sample size of the corresponding treatment arm using Stouffer’s method.

    shRNA:

    Article Title: The regulatory architecture of the primed pluripotent cell state
    Article Snippet: Differential expression (z-scores) across all marker proteins were integrated using the Stouffer’s method and shown in the right-most heatmaps as -log10(FDR). n=12 n=3 n=3 Cont #1 #2 Bach2 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.0 Rel ati ve exp ression 0.0 0.5 1.0 1.5 2.0 0.005 0.005 0.002 0.005 n=28 n=3 n=3 Cont #1 #2 n=3 n=4 #3 #4 Irf6 KO 0.03 0.03 0.03 n=30 n=3 n=4 Cont #1 #2 n=3 #3 Zmat4 KO Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 2.0 n=12 n=3 n=3 Cont #1 #2 Rexo4 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.005 0.0 n=16 n=4 n=4 Cont #1 #2 Utf1 KO Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 2.0 n=20 n=4 n=4 Cont #1 #2 Zpr1 KD 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.0002 0.0002 0.0 n=20 n=4 n=4 Cont #1 #2 Rrn3 KD 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.0002 0.0002 0.0 n=12 n=3 n=3 Cont #1 #2 Peg3 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.005 0.0 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.009 0.01 0.02 0.009 n=28 n=3 n=3 Cont #1 #2 n=3 n=3 #3 #4 Mkx KO n=20 n=2 n=2 Cont #1 #2 Phf5a KD Re la tiv e ex pr es si on 0.009 0.009 0.0 0.5 1.0 1.5 2.0 n=12 n=3 n=3 Cont #1 #2 Zfp239 KO 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.005 0.005 0.00.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.003 0.004 0.003 n=20 n=4 n=4 Cont #1 #2 n=4 #3 Zfp207 KD 0.01 0.01 0.0 0.5 1.0 1.5 2.0 2.5 Re la tiv e ex pr es si on n=14 n=3 n=3 Cont #1 #2 Zfp579 KO n=25 n=3 n=3 Cont #1 #2 n=3 n=4 #3 #4 Tal2 KO n=4 #5 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.004 0.02 0.006 0.003 0.03 n=16 n=3 n=4 Cont #1 #2 Jazf1 KO 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 2.0 Re la tiv e ex pr es si on 0.01 0.02 0.01 0.005 n=19 n=3 n=2 Cont #1 #2 n=3 n=3 #3 #4 Rarb KO 0.0004 0.0004 n=16 n=4 n=4 Cont #1 #2 Hes6 KO 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.001 0.0004 n=20 n=4 n=3 Cont #1 #2 Tada2a KD 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.01 0.01 n=8 n=3 n=3 Cont #1 #2 Cbl KO 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.0 0.5 1.0 1.5 Re la tiv e ex pr es si on 0.001 0.001 n=9 n=5 n=5 Cont #1 #2 Zc3h13 KO Supplementary Figure 5: Expression of MRs in CRISPR/Cas9 targeted or shRNA silenced EpiSC lines.

    Article Title: The evaluation of artificial intelligence in mammography-based breast cancer screening: Is breast-level analysis enough?
    Article Snippet: Using Stouffer’s method to combine z-scores from the ten test schemes, overall human AUC performance was inferior to that of AI at breast level (z= 2.983, p < 0.01).

    Article Title: Integrative bioinformatics frameworks for abdominal aortic aneurysm using GWAS meta-analysis, biological network construction, and structural modeling.
    Article Snippet: Stouffer’s method43 was applied in METAL to meta-analyze the summary statistics.

    Article Title: Identification and targeting of regulators of SARS-CoV-2–host interactions in the airway epithelium
    Article Snippet: We integrated the bootstrapped signatures using the Stouffer’s method for each combination of cell type and time point.

    Article Title: metacp: a versatile software package for combining dependent or independent p-values.
    Article Snippet: For instance, Marczyk and coworkers have shown that a simple ad-hoc LD correction coupled with the Stouffer’s method could increase the performance of various gene-set analysis methods [46].

    Article Title: The regulatory architecture of the primed pluripotent cell state.
    Article Snippet: Finally, to compute a gene-level z-score, the statistics of each associated shRNA clone were integrated using Stouffer’s method.

    Article Title: metacp : a versatile software package for combining dependent or independent p -values
    Article Snippet: For instance, Marczyk and coworkers have shown that a simple ad-hoc LD correction coupled with the Stouffer’s method could increase the performance of various gene-set analysis methods [ ].

    Article Title: Proteogenomic analysis of the CALGB 40601 (Alliance) HER2+ breast cancer neoadjuvant trial reveals resistance biomarkers
    Article Snippet: The Stouffer meta- p values show the p values resulting from combination of the individual p values for each dataset weighted by sample size of the corresponding treatment arm using Stouffer’s method.



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