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hoelzer/README.md

Hi there! 👋

I am a researcher and team lead at the Genome Competence Center of the Robert Koch Institute in Berlin, Germany. We study infectious diseases in a One Health context by applying real-time nanopore sequencing, pangenomics approaches, analyzing environmental samples such as wastewater, and studying microbial evolution using bioinformatics for genomic surveillance.

I studied Bioinformatics at the University of Jena, Germany and achieved my PhD by specializing in RNA Bioinformatics and High-Throughput Analysis. Following this, I moved to the European Bioinformatics Institute (EMBL-EBI), Hinxton (UK) to work in Microbiome Informatics. Since 2020, I have continued my academic journey at the RKI in Berlin, the national institute for public health in Germany, conducting research with my team and (inter)national colleagues in the following areas (further details can be found on my personal website):

Research interests 🔭

  • Microbial bioinformatics
  • Genomic surveillance
  • Pathogen detection and characterization
  • Nanopore real-time sequencing
  • Transcriptomics and gene expression
  • Metagenomics and metatranscriptomics
  • Cloud computing, automation, and reproducibility with Nextflow and containers

Skills ✔️

My Skillsnextflow

Top Langs

Bioinformatics tools 💾

My team and I develop bioinformatics tools and pipelines for microbial genomics, nanopore sequencing, metagenomics, and transcriptomics. I favor Nextflow pipelines with containerized dependencies for reproducibility. You can find my code on my personal GitHub, at github.com/hoelzer-lab (from my time leading a team at the University of Jena), and github.com/rki-mf1 (from the RKI Genome Competence Center). We also contribute to other repositories. Here are some examples:

  • VLQ-nf: SARS-CoV-2 lineage deconvolution from wastewater samples following Baaijens et al. [Paper]
  • RIBAP: A comprehensive bacterial core gene-set annotation pipeline based on Roary and pairwise ILPs. [Paper]
  • POCP-nf: Calculation of the Percentage of Conserved Proteins following Qin, Xie et al. [Paper]
  • RNAflow: A simple yet effective bulk RNA-Seq differential gene expression pipeline using Nextflow. [Paper]
  • VIRify: Detection of phages and eukaryotic viruses from metagenomic and metatranscriptomic assemblies. [Paper]
  • WhatThePhage: Phage identification via nextflow and docker or singularity. [Paper]
  • poreCoV: SARS-CoV-2 genome reconstruction workflow for nanopore sequence data. [Paper]
  • CoVpipe2: SARS-CoV-2 genome reconstruction for Illumina data in Nextflow. [Paper]
  • CLEAN: A nextflow pipeline for decontamination of short reads, long reads and contigs. [Paper]

stats

Selected publications 📜

  • Eva Aßmann, Shelesh Agrawal, Laura Orschler, Sindy Böttcher, Susanne Lackner, Martin Hölzer (2024). "Impact of reference design on estimating SARS-CoV-2 lineage abundances from wastewater sequencing data". GigaScience. doi.org/10.1093/gigascience/giae051
  • Kevin Lamkiewicz, Lisa-Marie Barf, Konrad Sachse, Martin Hölzer (2024). "RIBAP: a comprehensive bacterial core genome annotation pipeline for pangenome calculation beyond the species level". Genome Biology, 25 (1), 170. doi.org/10.1186/s13059-024-03312-9
  • Martin Hölzer (2024). "POCP-nf: an automatic Nextflow pipeline for calculating the percentage of conserved proteins in bacterial taxonomy". Bioinformatics, 40 (4), btae175. doi.org/10.1093/bioinformatics/btae175
  • Guillermo Rangel-Pineros, Alexandre Almeida, Martin Beracochea, Ekaterina Sakharova, Manja Marz, Alejandro Reyes Muñoz, Martin Hölzer, Robert D Finn (2023). "VIRify: an integrated detection, annotation and taxonomic classification pipeline using virus-specific protein profile hidden Markov models." PLOS Computational Biology, 19 (8), e1011422. doi.org/10.1371/journal.pcbi.1011422
  • Sara Saheb Kashaf, Diana M Proctor, Clay Deming, Paul Saary, Martin Hölzer, Monica E Taylor, Heidi H Kong, Julia A Segre, Alexandre Almeida, Robert D Finn (2021). "Integrating cultivation and metagenomics for a multi-kingdom view of skin microbiome diversity and functions." Nature Microbiology, 7 (1), 169-179. nature.com/articles/s41564-021-01011-w
  • Christian Brandt, Sebastian Krautwurst, Riccardo Spott, Mara Lohde, Mateusz Jundzill, Mike Marquet, Martin Hölzer (2021). "poreCov - an easy to use, fast, and robust workflow for SARS-CoV-2 genome reconstruction via nanopore sequencing." Frontiers in Genetics, 12, 711437. doi.org/10.3389/fgene.2021.711437
  • Will A Overholt, Martin Hölzer, Patricia Geesink, Celia Diezel, Manja Marz, Kirsten Küsel (2020). "Inclusion of Oxford Nanopore long reads improves all microbial and viral metagenome‐assembled genomes from a complex aquifer system." Environmental microbiology, 22(9), 4000-4013. doi.org/10.1111/1462-2920.15186
  • Martin Hölzer, Manja Marz (2019). "De novo transcriptome assembly: A comprehensive cross-species comparison of short-read RNA-Seq assemblers". GigaScience, 8 (5), giz039. doi.org/10.1093/gigascience/giz039

... Full list of publications

How to reach me 📫

linkedin researchgate

Further details can be found on my personal website.

Acknowledgement 🌱

My GitHub landing page was heavily inspired by github.com/jonas-fuchs - also check out Jonas' page and the great bioinformatics tools he's developing for viruses!

Pinned Loading

  1. hoelzer-lab/rnaflow hoelzer-lab/rnaflow Public

    A simple RNA-Seq differential gene expression pipeline using Nextflow

    HTML 95 20

  2. pocp pocp Public

    Calculation of the Percentage of Conserved Proteins following Qin, Xie et al. 2014 but using DIAMOND instead of BLASTP for alignments.

    Nextflow 22 5

  3. hoelzer-lab/ribap hoelzer-lab/ribap Public

    A comprehensive bacterial core gene-set annotation pipeline based on Roary and pairwise ILPs

    HTML 25 4

  4. rki-mf1/clean rki-mf1/clean Public

    A nextflow pipeline for decontamination of short reads, long reads and contigs

    Nextflow 31 3

  5. EBI-Metagenomics/emg-viral-pipeline EBI-Metagenomics/emg-viral-pipeline Public

    VIRify: detection of phages and eukaryotic viruses from metagenomic and metatranscriptomic assemblies

    Python 128 16

  6. dfg dfg Public

    A LaTeX template for a basic DFG (Deutsche Forschungsgemeinschaft, German Research Foundation) grant proposal.

    TeX 73 45