Hua Zou

Hua Zou

Senior Bioinformatic Analyst

Xbiome Company

Biography

I (Hua Zou) am a senior bioinformatics analyst at Xbiome Company since Mar 7 2022. My research interests include host-microbiota intersection, machine learning and multi-omics data integration. I have developed the XMAS 2.0 R package for data analysis on microbiota data.

Download my resumé .

Interests
  • Statistical approaches
  • Machine learning algorithms
  • Data analysis on multi-omics data (microbiome, transcriptome, metabolome, etc)
  • Data visualization
Education

  • MSc in Genomics, 2016

    BGI Education Center, University of Chinese Academy of Sciences

  • BSc in Bioinformatics, 2011

    Harbin Medical University

Experience

 
 
 
 
 
Xbiome Company
Senior Bioinformatics Analyst
Xbiome Company
Mar 07 2022 – Present Shenzhen, China
Standardizing and integrating in-house data analysis workflow
 
 
 
 
 
Guangzhou National Laboratory
Bioinformatics Analyst
Guangzhou National Laboratory
Jun 23 2020 – Feb 23 2022 Guangzhou, China

Responsibilities include:

  • Data Analysis
  • Platform Development
  • Software Maintainment

Bookdown

Data analysis workflow on metabolomic data
Metabolomics is the large-scale study of small molecules, commonly known as metabolites, within cells, biofluids, tissues or organisms. …
Hua Zou
Jun 19, 2023
Poster
Data analysis workflow on metabolomic data
Data analysis workflow on metagenomic sequencing data using XMAS2
Here, we give users one example to practice the MGS microbiota data analysis workflow by XMAS 2.0. By the way, we also recommend users …
Hua Zou
Nov 19, 2022
Poster
Data analysis workflow on metagenomic sequencing data using XMAS2
Data analysis workflow on 16s sequencing data using XMAS2
Here, we give users one example to practice the 16s microbiota data analysis workflow by XMAS 2.0. By the way, we also recommend users …
Hua Zou
Oct 19, 2022
Poster
Data analysis workflow on 16s sequencing data using XMAS2
Statistical toolkits on microbiota data
In this tutorial, we focus on differential analysis with the step-by-step procedures by using the R programming language. We also …
Hua Zou
Aug 19, 2022
Poster
Statistical toolkits on microbiota data

Recent Posts

How to choose the optimal features in Random Forest using R
Selecting the optimal biomarkers in Random Forest.
Hua Zou
Last updated on Apr 25, 2023 Machine Learning
How to choose the optimal features in Random Forest using R
How to download taxa profile of multiple samples
Here, using Rscript to download data from curatedMetagenomicData.
Hua Zou
Last updated on Nov 11, 2022 7 min read Tool
Machine Learning on gut microbiota of patients with Colorectal cancer (9)
Predictive Model using Random Forest on gut microbiota.
Hua Zou
Last updated on Nov 3, 2022 Machine Learning
Machine Learning on gut microbiota of patients with Colorectal cancer (8)
Comparison between different classifiers.
Hua Zou
Last updated on Nov 2, 2022 Machine Learning
Machine Learning on gut microbiota of patients with Colorectal cancer (7)
Tuning parameters for optimal Classifier.
Hua Zou
Last updated on Nov 1, 2022 Machine Learning
See all posts

Recent Publications

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Yifan Zhang, Siyuan Cheng, Hua Zou (2023). Correlation of the gut microbiome and immune-related adverse events in gastrointestinal cancer patients treated with immune checkpoint inhibitors. Frontiers in Cellular and Infection Microbiology.

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Hua Zou, Dan Wang, Huahui Ren (2020). Effect of Caloric Restriction on BMI, Gut Microbiota, and Blood Amino Acid Levels in Non-Obese Adults. Nutrients.

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