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. 2023 Oct 13;26(11):108181. doi: 10.1016/j.isci.2023.108181
REAGENT or RESOURCE SOURCE IDENTIFIER
Deposited data

The Genotype-Tissue Expression Z score data Wei Wang and Matthew Stephens, Empirical Bayes Matrix Factorization, 20211 https://github.com/ysfoo/sparsefactor
Genome-scale Perturb-seq experiment data Joseph Replogle and Jonathan Weissman, Mapping information-rich genotype-phenotype landscapes with genome-scale Perturb-seq, 20222 https://plus.figshare.com/articles/dataset/_Mapping_information-rich_genotype-phenotype_landscapes_with_genome-scale_Perturb-seq_Replogle_et_al_2022_processed_Perturb-seq_datasets/20029387

Software and algorithms

Scikit-learn library: sparse principal component analysis Python library scikit-learn https://scikit-learn.org/stable/modules/generated/sklearn.decomposition.SparsePCA.html; RRID:SCR_002577
R Package: Factors and Loadings by Adaptive SHrinkage in R (flashr) Wei Wang and Matthew Stephens, Empirical Bayes Matrix Factorization1 https://stephenslab.github.io/flashr/index.html
Variational algorithm in SuSiE PCA This paper http://www.github.com/mancusolab/susiepca
Python 3.9 Python Software Foundation https://www.python.org/
R 4.0.0 R Software https://www.r-project.org
ShinyGO v0.77 Ge SX, Jung D & Yao R3 http://bioinformatics.sdstate.edu/go/; RRID:SCR_019213