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Hi, I am Rachel

Rachel H. Ng

Graduate Student at Heath Lab, Institute for Systems Biology

I am a Bioengineering graduate student at University of Washington.

Immunology
Coding
Systems Biology

Skills

Recent Publications

Multiple early factors anticipate post-acute COVID-19 sequelae
Data Analyst, Second Author 2022

Longitudinal multi-omics associate PASC with auto-antibodies, viremia, and comorbidities.

Integrated analysis of plasma and single immune cells uncovers metabolic changes in individuals with COVID-19
Contributor 2022

Integrated plasma proteome and metabolome with single-cell RNAseq reveal metabolic reprogramming in COVID-19 patients.

Projects

sbvar: Varying Parameter Analysis for Systems Biology
Author Dec 2021

Python package for performing robustness analysis to characterize how the dynamics of biological networks respond to changes in parameters.

Merging GVCFs Variants
Author Feb 2021

Snakemake workflow for processing GVCF files to generate multi-sample VCF of exon variants.

Single-Cell CellPhoneDB
Author May 2020 - Nov 2020

Snakemake workflow for inferring cell-cell communication from single-cell RNAseq dataset by running cellphonedb.

scimmunity
Author Apr 2020

Python package for single cell analysis of immune and cancer cells. It includes preprocessing, dimension reduction, clustering, annotation, visualization, differential expression testing, TCR analysis, and additional integration with existing single cell packages.

tcrconnect
Author May 2020 - June 2020

Python package for calculating overlap metrics between TCR sequences from single cell RNAseq data and/or bulk TCR seq data and post-analysis of GLIPH antigen specificity.

Bulk RNA-Seq Pizzly
Author Apr 2020

Snakemake workflow for performing fusion detection and quantification by pseudoalignment using kallisto and pizzly.

Education

University of Washington
2020-Present
Ph.D in Bioengineering
California Institute of Technology (Caltech)
2014-2018
B.S. in Bioengineering