Resources

This page includes our open-sourced softwares, some information we find useful, our lab videos and the news in which Mangul Lab was present.

We develop omics software!

pyTCR

a comprehensive jupyter notebook based platform for T-Cell receptor (TCR) data analysis to facilitate reproducibility and rigor of immunogenomics research.

Telescope

an open-source web application that tracks the progress of jobs submitted to remote servers using Sun Grid Engine (SGE) on-demand scheduling system

SBT

a software platform to mine discarded tumor sequences from clinical sequencing

ImReP

a computational method for rapid and accurate profiling of the adaptive immune repertoire from bulk RNA-Seq data

ROP

a computational protocol to discover the source of all reads, which originate from complex RNA molecules, recombined B and T cell receptors and microbial communities

Needle

a method for comprehensive virome, mycobiome, and eukaryome profiling on the strain level. Needle combines alignment and assembly strategies

MiCoP

a method for detecting low abundance viral and fungal organisms in metagenomic sample

Microbe-scope

a method to visualize the metagenomics data in the form of interactive coverage plots. It allows to detect false positives based on the coverage corresponding microbial genomes

HapIso

a computational method to reconstruct the haploid transcriptome of a diploid organism from long single molecule reads

UMI-Reducer

a computational protocol allowing to differentiate PCR duplicates from biological duplicates using UMIs; designed in collaboration with Prof. Kelsey Martin

VGA

a computational method for rapid and accurate profiling of the adaptive immune repertoire from bulk RNA-Seq data

Information we find useful!

Dylan Araps' Pure Bash Bible

A collection of pure bash alternatives to external processes.

UCLA Collaboratory Workshops

Video recordings and live streamings of workshops for coding and NGS data analysis.

Big Bio @ UCLA

Tutorials for learning basic through advanced concepts in biology, genomics, and computational biosciences.

Raj Lab Basic Adobe Illustrator (CC) Guide

A guide for editing scientific figures in Adobe Illustrator, prepared by the Arun Raj Lab for Systems Biology at UPenn.

Watch our lab videos!

BCC2020 Virtual Conference on July 20, 2020: Varuni Sarwal

Talk presented by Mangul Lab undergraduate researcher Varuni Sarwal at the BCC2020 Virtual Conference on July 20, 2020:

BCC2020 Virtual Conference on July 19, 2020: Niko Darci-Maher

Talk presented by Mangul Lab undergraduate researcher Niko Darci-Maher at the BCC2020 Virtual Conference on July 19, 2020:

BCC2020 Virtual Conference on July 19, 2020: Dr Jaque Brito

Talk presented by Mangul Lab postdoctoral scholar Dr. Jaque Brito at the BCC2020 Virtual Conference on July 19, 2020:

RECOMB-Seq 2020 Virtual Conference on June 26, 2020 : Nathan LaPierre

Talk presented by Mangul Lab collaborator Nathan LaPierre at the RECOMB-Seq 2020 Virtual Conference on June 26, 2020

USC Preventive Medicine Biostatistics Seminar Series Preventive Medicine on February 27, 2020 : Dr Jaque Brito

Seminar presented by Mangul Lab postdoctoral scholar Dr. Jaque Brito at the USC Preventive Medicine Biostatistics Seminar Series Preventive Medicine on February 27, 2020

Intro to Unix Workshop: part 1:

Intro to Unix Workshop taught by Serghei Mangul at UCLA’s Collaboratory; parts 1

Intro to Unix Workshop: part 2: Dr Serghei Mangul

Intro to Unix Workshop taught by Serghei Mangul at UCLA’s Collaboratory; parts 2

Intro to Unix Workshop: part 3: Dr Serghei Mangul

Intro to Unix Workshop taught by Serghei Mangul at UCLA’s Collaboratory; parts 3

We’re in the news!

Mangul lab publishes study focusing on accessibility, diversity and inclusion at virtual scientific conferences

Our paper ‘Virtual meetings promise to eliminate geographical and administrative barriers and increase accessibility, diversity and inclusivity’ was highlighted in the USC Pharmacy news.

Congratulations to Dottie Yu on Provost Undergraduate Research award

Congratulations to Dottie Yu for winning the Summer 2022 Provost Undergraduate Research Fellowship award. She is awarded for continuing work on project titled ‘Rigorous Benchmarking of HLA callers for RNA sequencing data.’ Dottie is an junior undergraduate student in the Quantitative and Computational Biology department at USC and has been working on the HLA project for the past year.

Our work about how the virtual meetings promise to eliminate geographical and administrative barriers(https://www.nature.com/articles/s41587-021-01176-z) was highlighted in NIH guest post by Marie A. Bernard, M.D., NIH Chief Officer for Scientific Workforce Diversity.

In their comment,’Another recent study affirms that online meetings can promote participant diversity by minimizing barriers to attendance. The authors analyzed the demographics of attendees at scientific conferences before and after the adoption of a virtual format. They observed a significant increase in attendees from underrepresented groups at the virtual events and suggest online platforms may be more inclusive by offering increased accessibility and programming flexibility compared to in-person convenings.’

Nature Methods highlighted our work on unlocking the capacities of genomics for the COVID-19 response and future pandemics.

In their comment, Serghei Mangul and colleagues discuss how genomics and metagenomics methods have become essential public health tools. Once the virus was detected, scientists immediately set about identifying and characterizing the pathogen, enabled by access to reliable and accurate sequencing methods. Similarly, computational tools allowed phylogenetic analyses of the genetic fingerprint of the virus that traced its origin and evolution; by these methods, SARS-CoV-2 was found to have close ancestral ties with bat coronavirus species. Genomic and bioinformatic methods continue to be used across the globe to monitor the emergence of new SARS-CoV-2 variants and track transmission routes.

Project "Rigorous benchmarking of HLA Callers for RNA-Sequencing data" featured in the USC QCB department newsletter.

Dottie Yu is a third year undergraduate in the QCB department and has been working on this project since June 2021. This project evaluates and benchmarks the performance of the 12 existing RNA-seq based HLA callers for their performance in allele typing of the HLA genes, an essential immune-related locus of the human genome. Systematic and comprehensive benchmarking is crucial to helping researchers and clinicians make informed decisions on which HLA caller tool is best for their purposes.

Moldovan University on Serghei's Workshops

State University of Medicine and Pharmacy (Moldova) Newsroom: Bioinformatics - A new trends in mdeical research

Nature Methods interviews Serghei on benchmarking

Bench pressing with genomics benchmarkers: Some -omics tools can be accurate, sensitive or efficient than others. Yet benchmarking is no tell-all

Tech Xplore reports on Telescope

Tech Xplore reports on Telescope: a tool to manage bioinformatics analyses on mobile devices

UCLA Newsroom on Bioinformatics for All

UCLA Newsroom: Team proposes plan to use bioinformatics, open data to boost science in developing countries

GWU School of Medicine on Bioinformatics for All

George Washington School of Medicine and Health Sciences: Researchers Propose Using Bioinformatics, Open Data to Boost Basic Science Globally

AAAS EurekAlert! on Schizophrenia study

AAAS EurekAlert! Schizophrenics’ blood has more genetic material from microbes

USC Investigators Lead International Call for Increased Diversity in Immunogenomics

USC School of Pharmacy scientists united researchers worldwide to promote inclusivity in immunology studies