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arjunbioinfo/README.md

Mallikarjuna Thippana, PhD

Computational Biologist · Cancer Gene Regulation · 3D Genomics · Cancer WGS & ecDNA · Single-Cell · Computational Methods

Portfolio Google Scholar LinkedIn ResearchGate ORCID CV

Postdoctoral researcher in the Department of Oncology-Pathology at Karolinska Institutet, Stockholm. I study how distal regulatory elements control cancer genes such as MYC, integrating GRO-seq, ATAC-seq, CUT&RUN, 4C-seq and RNA-seq, and I analyse single-nucleus RNA-seq cohorts and patient-tumour whole genomes for focal amplifications and ecDNA.

  • 🔬 Now: MYC/CTCF enhancer regulation (co-author, under revision at Nucleic Acids Research) · a 17-donor clinical snRNA-seq cohort · cancer WGS / ecDNA
  • 🧮 PhD work: two original, peer-reviewed gene-prioritisation algorithms, released here as tested, citable software
  • 📄 Output: 8 peer-reviewed articles + 3 preprints. See the full list
  • 🤝 Open to: computational biology / bioinformatics scientist roles and collaborations

🧬 Published methods

Method Paper Code Software DOI
Chaos game + 2D multifractal cross-correlation for alignment-free gene prioritisation Theory in Biosciences 2024 · doi cgr-mfxdfa-gene-prioritization DOI
Moment-of-inertia tensor protein descriptors for gene prioritisation Proteins 2022 · doi moment-of-inertia-tensor-gene-prioritization DOI

⚙️ Reproducible pipelines & tools

Project What it does Stack
ecDNA-WGS-circdna Version-pinned, config-driven wrapper around nf-core/circdna for detecting ecDNA from whole-genome sequencing (AmpliconArchitect + Circle-Map branches) Nextflow · nf-core · AmpliconSuite
scRNA-seq-reproducible Deterministic Scanpy/scverse pipeline from a GEO accession or 10x file to QC, clusters and marker genes Python · Scanpy · scverse
efficiency-corrected-rt-qpcr Pfaffl-style amplification-efficiency correction for RT-qPCR, with a live report R · Excel

Code is MIT-licensed; the methods and pipelines are tested with GitHub Actions.

🛠️ Toolkit

Python R Bash Nextflow Snakemake Docker Linux HPC Scanpy Bioconductor

Assays: GRO-seq · ATAC-seq · CUT&RUN · ChIP-seq · 4C-seq · RNA-seq · sc/snRNA-seq · WGS

📫 arjun.ins@gmail.com · Stockholm, Sweden

Pinned Loading

  1. cgr-mfxdfa-gene-prioritization cgr-mfxdfa-gene-prioritization Public

    Chaos game representation + 2D multifractal cross-correlation (MF-X-DFA) for gene prioritization (Theory in Biosciences 2024, doi:10.1007/s12064-024-00418-3)

    Python

  2. moment-of-inertia-tensor-gene-prioritization moment-of-inertia-tensor-gene-prioritization Public

    Alignment-free gene prioritization using the moment of inertia tensor (Proteins 2022, doi:10.1002/prot.26226)

    Python

  3. efficiency-corrected-rt-qpcr efficiency-corrected-rt-qpcr Public

    Pfaffl-style amplification-efficiency correction for RT-qPCR in R, with a live HTML report (Website: https://arjunbioinfo.github.io/efficiency-corrected-rt-qpcr/)

    Python

  4. scRNA-seq-reproducible scRNA-seq-reproducible Public

    Config-driven, deterministic Scanpy/scverse scRNA-seq pipeline: GEO or 10x input to QC, clusters and markers

    Python

  5. ecDNA-WGS-circdna ecDNA-WGS-circdna Public

    Reproducible ecDNA detection from WGS: a version-pinned wrapper around nf-core/circdna (AmpliconArchitect, Circle-Map)

    Python