ROSMAP PCC gene expression
Access
Controlled access. Request data access for ROSMAP on the AD Knowledge Portal; you need a Synapse account. See How to get the data.
| Where | ID | Access | What you get |
|---|---|---|---|
| Synapse | syn3157322 | Controlled | Files described below |
Other Synapse IDs on this page syn3388564 syn69670592 syn69670597 syn69670600 syn69670611 syn69670630 syn69865816
pip install synapseclient
synapse login
synapse get -r syn3157322Contact
Frank Grenn
Study Overview
- Study information: study_info/ROSMAP.md
- Website&Logo : https://www.synapse.org/#!Synapse:syn3157322
Dataset Details
Raw data
Path(s) on HPC:
$ ls -lh rnaseqc_call_PCC/*.bam | head
-rw-r--r-- 1 skandoi casa 4.0G Dec 11 18:27 1000-PCC.bam.Aligned.sortedByCoord.out.md.bam
-rw-r--r-- 1 skandoi casa 3.5G Dec 9 15:22 1000-PCC.bam.Aligned.toTranscriptome.out.bam
-rw-r--r-- 1 skandoi casa 5.5G Dec 11 18:35 1001-PCC.bam.Aligned.sortedByCoord.out.md.bam
-rw-r--r-- 1 skandoi casa 4.1G Dec 9 15:25 1001-PCC.bam.Aligned.toTranscriptome.out.bam
-rw-r--r-- 1 skandoi casa 4.5G Dec 11 18:29 1002-PCC.bam.Aligned.sortedByCoord.out.md.bam
-rw-r--r-- 1 skandoi casa 4.2G Dec 9 15:23 1002-PCC.bam.Aligned.toTranscriptome.out.bam
-rw-r--r-- 1 skandoi casa 5.1G Dec 11 18:33 1003-PCC.bam.Aligned.sortedByCoord.out.md.bam
-rw-r--r-- 1 skandoi casa 1.5G Dec 9 15:22 1003-PCC.bam.Aligned.toTranscriptome.out.bam
-rw-r--r-- 1 skandoi casa 5.5G Dec 11 18:39 1004-PCC.bam.Aligned.sortedByCoord.out.md.bam
-rw-r--r-- 1 skandoi casa 1.1G Dec 9 15:22 1004-PCC.bam.Aligned.toTranscriptome.out.bamMolecular phenotype matrices
Path(s) on HPC:
Columns are sample names and rows are genes.
560 columns (including index) and 60669 rows (including header)
Columns are sample names and rows are genes.
560 columns (including index) and 60669 rows (including header)
Other key data files
- Gene expression matrices after QC and normalization filters from Zhang Lab
$ ls -lh
total 45M
-rw-r--r-- 1 fgrennjr casa 45M Mar 16 19:25 PCC_samples_list.rnaseqc.gene_tpm.low_expression_filtered.outlier_removed.tmm.expression.bed.gz
-rw-r--r-- 1 fgrennjr casa 236K Mar 16 19:25 PCC_samples_list.rnaseqc.gene_tpm.low_expression_filtered.outlier_removed.tmm.expression.bed.gz.tbi
-rw-r--r-- 1 fgrennjr casa 330 Mar 16 19:25 PCC_samples_list.rnaseqc.gene_tpm.low_expression_filtered.outlier_removed.tmm.expression.stderr
-rw-r--r-- 1 fgrennjr casa 203 Mar 16 19:25 PCC_samples_list.rnaseqc.gene_tpm.low_expression_filtered.outlier_removed.tmm.expression.stdoutLinks to omics data analysis notebooks
Analysis notebook generation in progress and will be uploaded to https://github.com/cumc/fungen-xqtl-analysis/tree/main/analysis/Zhang_BU/PCC_AC. Steps will be similar to what is found in https://github.com/cumc/fungen-xqtl-analysis/tree/main/analysis/Zhang_BU/ROSMAP_DLPFC.
Study Metadata
- PI: David A. Bennett (Rush University Medical Center, Chicago, IL, USA)
- Grant numbers: U01AG046152, R01AG048015, U01AG061356, R01AG15819, U01AG061359
- Publication: PMID: 30084846
- Genetics publication: PMID: 40407102
- Acknowledgement: Study data were generated from postmortem brain tissue provided by the Religious Orders Study and Rush Memory and Aging Project (ROSMAP) cohort at Rush Alzheimer’s Disease Center, Rush University Medical Center, Chicago.
- Omics data: syn3388564
- Genetics data: ng00067
QTL Analysis
QTL analysis for this dataset is documented in ../../qtl/eQTL/ROSMAP_PCC_expression_qtl.md.
Flagship paper analyses:
- Fine-mapping (SuSiE-RSS): syn69670592
- TWAS weight models: syn69670600
- Quantile TWAS (qTWAS) models: syn69670611
- Multi-context colocalization (ColocBoost): syn69670597
- AD GWAS–xQTL colocalization results: syn69865816
- AD GWAS–xQTL colocalization models: syn69670630