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𝔾TEx V8 expression and splicing predictors […] PsychENCODE expression predictors […] BrainXcan brain features predictors […] More Read more →

TWAS inflation corrected models

2024-11-11 Festus Nyasimi
𝔾iven the pervasive polygenicity of most complex traits, we found that TWAS results can be substantially inflated, yielding many more false positives than expected. We describe the problem and solution in this preprint. We updated the MetaXcan software and prediction models to correct for this … Read more →

scPrediXcan prediction models

2024-10-14 Charles Zhou
𝕊ee description in CITE scPredixcan PAPER HERE See github reo in scPrediXcan github repo Download models here from Box folder or from Zenodo […] As scPrediXcan is a newly-developed tool, there may be some bugs or technical imperfections. If you encounter any issues while using scPrediXcan, … Read more →

Ratxcan brain prediction models

2024-02-28 Haky Im
ℙrediction models of five brain region gene expression in rats. See description in Santhanam, Sanchez Roige, et al (2024). Download link To query the database, checkout this post […] Natasha Santhanam, Sandra Sanchez-Roige, Yanyu Liang, Apurva S. Chitre, Daniel Munro, Denghui Chen, Riyan … Read more →

Multivariate adaptive shrinkage improves cross-population transcriptome prediction

2023-02-28 Daniel Araujo
𝔻ownload prediction weights from: https://zenodo.org/record/7551845#.Y_5QTLTMIqs Preprint from Wheeler lab sharing multi-ancestry prediction models from TOPMED/MESA https://www.biorxiv.org/content/10.1101/2023.02.09.527747v1 […] Multivariate adaptive shrinkage improves cross-population … Read more →

Protein prediction models - ARIC

2022-11-14 Sabrina Mi
𝔸RIC protein prediction models in predictdb format can be downloaded from here https://uchicago.box.com/s/3sf4y4gv6c7zam0l5fxicpcd3zji5wzc See more details here https://lab-notes.hakyimlab.org/post/2021-09-08-generating-metaxcan-prediction-model-from-aric-pwas/ Read more →

Protein prediction for trait mapping in diverse populations

2022-02-12 Ryan Schubert, Heather Wheeler
ℙrediXcan ready databases and covariance files of the paper “Protein prediction for trait mapping in diverse populations” can be downloaded from here https://doi.org/10.5281/zenodo.4837327 Read more →

GTEx v8 models on eQTL and sQTL

2021-07-21 PredictDB Team
𝕎e have produced different families of prediction models for sQTL and eQTL, using several prediction strategies, on GTEx v8 release data. We recommend MASHR-based models below. Elastic Net-based are a safe, robust alternative with decreased power. […] Expression and splicing prediction models … Read more →

GTEx V8 Cross Tissue Imputation (UTMOST) Prediction Models

2020-09-10 PredictDB team - uploaded by Yanyu Liang
ℙrediction models trained with GTEx V8 data using the cross tissue imputation approach (see UTMOST paper). Trained by Alvaro Barbeira for the paper Fine‐mapping and QTL tissue‐sharing information improves the reliability of causal gene identification Download in Zenodo here Read more →

PsychENCODE Brain Expression Models

2020-07-19 Sabrina Mi
𝔾andal et al analyzed autism spectrum disorder, schizophrenia, and bipolar disorder across multiple levels of transcriptomic organization—gene expression, local splicing, transcript isoform expression, and coexpression networks for both protein-coding and noncoding genes to produce a quantitative, … Read more →