Cancer Genomics and Systems Biology Laboratory
8. SAHMI - An R resource for analyzing tumor-associated microbiome at single cell level. Software availability: https://github.com/sjdlabgroup/SAHMI
Reference: Ghaddar B, Blaser MJ, De S. (2023) Denoising sparse microbial signals from single-cell sequencing of mammalian host tissues. Nat Comput Sci. 3(9):741-747. PMID: 37946872.
Ghaddar B, Biswas A, Harris C, Omary MB, Carpizo DR, Blaser MJ, De S. (2022) Tumor microbiome links cellular programs and immunity in pancreatic cancer. Cancer Cell. 40(10):1240-1253.e5. PMID: 36220074.
7. Census - Software for hierarchical and automated cell-type annotation and inference of cancer cell of origin. Software availability: https://github.com/sjdlabgroup/Census
Reference: Ghaddar B, De S. (2023) Hierarchical and automated cell-type annotation and inference of cancer cell of origin with Census. Bioinformatics. 39(12):btad714. PMID: 38011649.
6. Neighborseq - Software to identify and annotate the architecture of direct cell-cell interactions and relevant ligand-receptor signaling from the undissociated cell fractions in massively parallel single cell sequencing data. Software availability: https://github.com/sjdlabgroup/Neighborseq
Reference: Ghaddar B, De S. (2022) Reconstructing physical cell interaction networks from single-cell data using Neighbor-seq. Nucleic Acids Res. 50(14):e82. PMID: 35536255
5. MutSigTools - An R resource for analyzing somatic mutational signatures in cancer genomes. Software availability: https://github.com/sjdlabgroup/MutSigTools
Reference: Singh VK, Rastogi A, Hu X, Wang Y, De S. (2020) Mutational signature SBS8 predominantly arises due to late replication errors in cancer. Commun Biol. 3(1):421. PMID: 32747711
4. MetaITH - An R resource for estimating multi-dimensional intr-tumor heterogeneity including at the levels of genetic, transcriptomic, and immune-signatures. Software availability: https://github.com/sjdlabgroup/metaITH/
Reference: Sharma A, Merritt E, Hu X, Cruz A, Jiang C, Sarkodie H, Zhou Z, Malhotra J, Riedlinger GM, De S. (2019) Non-Genetic Intra-Tumor Heterogeneity Is a Major Predictor of Phenotypic Heterogeneity and Ongoing Evolutionary Dynamics in Lung Tumors. Cell Rep. 29(8):2164-2174.e5. PMID: 31747591.
3. SomVarIUS - A computational method for detecting somatic variants using high throughput sequencing data from unpaired tissue samples. Software availability: https://github.com/kylessmith/SomVarIUS
Reference: Smith KS, Yadav VK, Pei S, Pollyea DA, Jordan CT, De S. (2016) SomVarIUS: Somatic variant identification from unpaired tissue samples. Bioinformatics. [Epub ahead of print] PMID: 26589277.
2. SASE-hunter - Software for identifying signature of accelerated somatic evolution marked by a significant excess of somatic mutations localized in a genomic locus, and prioritized those loci that carried the signature in multiple cancer patients. Software availability: https://github.com/kylessmith/SASE-hunter
Reference: Smith KS, Yadav VK, Pedersen BS, Shaknovich RS, Geraci MW, Pollard KS, De S. (2015) Signatures of accelerated somatic evolution in gene promoters in multiple cancer types. Nucleic Acids Res 43(11):5307-17. PMID: 25934800
1. CruzDB - Software for annotation of genomic intervals with UCSC genome-browser database without resorting to awk-ful, error-prone manipulations. Software availability: https://github.com/brentp/cruzdb
Reference: Pedersen BS, Yang IV, De S. (2013) CruzDB: software for annotation of genomic intervals with UCSC genome-browser database. Bioinformatics. 29(23):3003-6. PMID: 24037212