Biology subjects

Weissman, S.

Publications and source records attributed to Weissman, S..

3 recordsLinked to original sources

bioRxiv2018

Proviral sequencing suggests the majority of the HIV reservoir is expressed over time but significant decay is obscured by clonal expansion

After initiating antiretroviral therapy (ART), a rapid decline in plasma viremia is followed by reservoir stabilization. Viral outgrowth assay suggests the reservoir continues to decline slowly, but variation over time and among individuals complicates our understanding of selective pressures during ART. We used full-length sequencing to study more than 800 HIV proviruses of two subjects on ART at four time points over nine years to investigate the selection pressures influencing the dynamics of the reservoir. We found that intact as well as defective proviruses capable of significant protein expression decrease over time. Moreover, proviruses lacking genetic elements to promote viral protein expression, yet containing strong splice donor sequences increase relative to other defectives over time, especially among clones. Our work suggests that HIV expression occurs to a significant extent during ART and results in HIV clearance, but this is obscured by clones generated by donor splice site-enhanced clonal expansion.

immunology↗

bioRxiv2017

Local and global chromatin interactions are altered by large genomic deletions associated with human brain development

BackgroundLarge copy number variants (CNVs) in the human genome are strongly associated with common neurodevelopmental, neuropsychiatric disorders such as schizophrenia and autism. Using Hi-C analysis of long-range chromosome interactions and ChIP-Seq analysis of regulatory histone marks we studied the epigenomic effects of the prominent large deletion CNV on chromosome 22q11.2 and also replicated a subset of the findings for the large deletion CNV on chromosome 1q21.1.\n\nResultsWe found that, in addition to local and global gene expression changes, there are pronounced and multilayered effects on chromatin states, chromosome folding and topological domains of the chromatin, that emanate from the large CNV locus. Regulatory histone marks are altered in the deletion proximal regions, and in opposing directions for activating and repressing marks. There are also significant changes of histone marks elsewhere along chromosome 22q and genome wide. Chromosome interaction patterns are weakened within the deletion boundaries and strengthened between the deletion proximal regions. We detected a change in the manner in which chromosome 22q folds onto itself, namely by increasing the long-range contacts between the telomeric end and the deletion proximal region. Further, the large CNV affects the topological domain that is spanning its genomic region. Finally, there is a widespread and complex effect on chromosome interactions genome-wide, i.e. involving all other autosomes, with some of the effect directly tied to the deletion region on 22q11.2.\n\nConclusionsThese findings suggest novel principles of how such large genomic deletions can alter nuclear organization and affect genomic molecular activity.

genetics↗

bioRxiv2016

Methods for detecting co-mutated pathways in cancer samples to inform treatment selection

Tumor genomes evolve through a selection of mutations. These mutations may complement each other to promote tumorigenesis. To better understand the functional interactions of different processes in cancer, we studied mutation data of a set of tumors and identified significantly co-mutated pathways. Fishers exact test is a standard approach that can be used to assess the significance of the joint dysregulation of pathways pairs across a patient population. We developed a robust test to identify co-occurrence using DNA mutations, which overcomes deficiencies of the Fishers exact test by taking into account the large variability in overall mutation load and sequencing depth. Applying our method to a study of six common cancer types, we identify enrichment of co-mutated signal transduction pathways such as IP3 synthesis and PI3K and pairs of co-mutated pathways involving other processes such as immunity and development. We observed enrichment of clonal co-mutation of the proteasome and apoptosis pathways in colorectal cancer, which suggests potential mechanisms for immune evasion.

bioinformatics↗