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4dn:phase1:nofic_steering_committee:analysis_products [2020/05/07 20:31] Ran [scHi-C data (Ren)] |
4dn:phase1:nofic_steering_committee:analysis_products [2025/04/22 16:21] (current) |
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*** 28 Mar 2020 *** | *** 28 Mar 2020 *** | ||
- | **Processed embeddings:** | + | **Processed embeddings [Noble Lab]:** |
Here we used three different approaches to calculate similarity/distance between Hi-C matrices: | Here we used three different approaches to calculate similarity/distance between Hi-C matrices: | ||
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scHiCluster: [[https://data.4dnucleome.org/files-processed/4DNFIKTK5Z1U/|https://data.4dnucleome.org/files-processed/4DNFIKTK5Z1U/]] | scHiCluster: [[https://data.4dnucleome.org/files-processed/4DNFIKTK5Z1U/|https://data.4dnucleome.org/files-processed/4DNFIKTK5Z1U/]] | ||
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- | Plots of 2D embeddings with CDP, HiCRep and scHiCluster: | ||
*** 07 May 2020 *** | *** 07 May 2020 *** | ||
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===== scHi-C data (Ren) ===== | ===== scHi-C data (Ren) ===== | ||
- | scHi-C script and processed files provided by [[https://4dn.slack.com/team/UU1HZACHK|@Yanxiao Zhang]] in the Ren lab: | + | scHi-C script and processed files provided by [[https://4dn.slack.com/team/UU1HZACHK|@Yanxiao Zhang]] **[Ren Lab]**: |
**Script**: [[https://github.com/ren-lab/hic-pipeline/blob/master/scripts/Snakefile|https://github.com/ren-lab/hic-pipeline/blob/master/scripts/Snakefile]] with the rule scHiC. Please note that since the pipeline is still under development the documentation is not complete. | **Script**: [[https://github.com/ren-lab/hic-pipeline/blob/master/scripts/Snakefile|https://github.com/ren-lab/hic-pipeline/blob/master/scripts/Snakefile]] with the rule scHiC. Please note that since the pipeline is still under development the documentation is not complete. | ||
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*** 28 Mar 2020 *** | *** 28 Mar 2020 *** | ||
- | **Processed embeddings:** | + | **Processed embeddings:**** [Noble Lab]** |
Here we used three different approaches to calculate similarity/distance between Hi-C matrices: | Here we used three different approaches to calculate similarity/distance between Hi-C matrices: | ||
- | Contact decay profile: https://data.4dnucleome.org/files-processed/4DNFIGLS3JZN/?redirected_from=%2F4DNFIGLS3JZN%2F. CDP by 500kb bins, similarity matrix is calculated as cosine similarity of log-scaled bins. Distance matrix is calculated as sqrt(2-2*similarity) and 2D embeddings are generated by multidimensional scaling. | + | Contact decay profile: [[https://data.4dnucleome.org/files-processed/4DNFIGLS3JZN/?redirected_from=%2F4DNFIGLS3JZN%2F|https://data.4dnucleome.org/files-processed/4DNFIGLS3JZN/?redirected_from=%2F4DNFIGLS3JZN%2F]]. CDP by 500kb bins, similarity matrix is calculated as cosine similarity of log-scaled bins. Distance matrix is calculated as sqrt(2-2*similarity) and 2D embeddings are generated by multidimensional scaling. |
HiCRep: [[https://data.4dnucleome.org/files-processed/4DNFIPX8D8DX/|https://data.4dnucleome.org/files-processed/4DNFIHM5K63H/]]. Calculate pairwise similarity by HiCRep (Yang et al. 2017). Distance matrix is calculated as sqrt(2-2*similarity) and 2D embeddings are generated by multidimensional scaling. | HiCRep: [[https://data.4dnucleome.org/files-processed/4DNFIPX8D8DX/|https://data.4dnucleome.org/files-processed/4DNFIHM5K63H/]]. Calculate pairwise similarity by HiCRep (Yang et al. 2017). Distance matrix is calculated as sqrt(2-2*similarity) and 2D embeddings are generated by multidimensional scaling. | ||
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===== haplotype analysis (Gilbert and Ren) ===== | ===== haplotype analysis (Gilbert and Ren) ===== | ||
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===== haplotype analysis (Rafelski) ===== | ===== haplotype analysis (Rafelski) ===== | ||
- | From Ru Gunawardane: | + | **[Ru Gunawardane]:** |
We have parental WTC-11 linked read (10X) and short read whole genome data, and it is available as two packages through quilt ([[https://nam12.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.quiltdata.com%2Finstallation&data=02%7C01%7C%7C0a610651a1014473e27a08d7d26adcac%7C32669cd6737f4b398bddd6951120d3fc%7C0%7C0%7C637209228714084680&sdata=6mZztNIU0nWSIgXqKJ2%2BKX%2FdMXGzbSklTTM%2Bgde%2BnSY%3D&reserved=0|https://docs.quiltdata.com]]). These packages include both raw and aligned reads, variant calls, and **phasing** for linked read data. | We have parental WTC-11 linked read (10X) and short read whole genome data, and it is available as two packages through quilt ([[https://nam12.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdocs.quiltdata.com%2Finstallation&data=02%7C01%7C%7C0a610651a1014473e27a08d7d26adcac%7C32669cd6737f4b398bddd6951120d3fc%7C0%7C0%7C637209228714084680&sdata=6mZztNIU0nWSIgXqKJ2%2BKX%2FdMXGzbSklTTM%2Bgde%2BnSY%3D&reserved=0|https://docs.quiltdata.com]]). These packages include both raw and aligned reads, variant calls, and **phasing** for linked read data. | ||
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[[https://nam12.safelinks.protection.outlook.com/?url=https%3A%2F%2Fopen.quiltdata.com%2Fb%2Fallencell%2Ftree%2Faics%2Fwtc11_short_read_genome_sequence%2F&data=02%7C01%7C%7C0a610651a1014473e27a08d7d26adcac%7C32669cd6737f4b398bddd6951120d3fc%7C0%7C0%7C637209228714094625&sdata=KVUFOEVY3gGPnC5RPNLHx1M%2BY7l1arLHlDIFgtlElLk%3D&reserved=0|https://open.quiltdata.com/b/allencell/tree/aics/wtc11_short_read_genome_sequence/]] | [[https://nam12.safelinks.protection.outlook.com/?url=https%3A%2F%2Fopen.quiltdata.com%2Fb%2Fallencell%2Ftree%2Faics%2Fwtc11_short_read_genome_sequence%2F&data=02%7C01%7C%7C0a610651a1014473e27a08d7d26adcac%7C32669cd6737f4b398bddd6951120d3fc%7C0%7C0%7C637209228714094625&sdata=KVUFOEVY3gGPnC5RPNLHx1M%2BY7l1arLHlDIFgtlElLk%3D&reserved=0|https://open.quiltdata.com/b/allencell/tree/aics/wtc11_short_read_genome_sequence/]] | ||
- | Mar 28 2020 | + | *** Mar 28 2020 *** |
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===== Working with mcool files: ===== | ===== Working with mcool files: ===== |