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Neuroimmunology Scientist
Department of Neurology
University Hospital Düsseldorf
Heinrich Heine University Düsseldorf

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News

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Conference presentation (click to read more)
    May 10, 2024: I am going to present our recent work at Swiss Neurological Society (SNS) annual meeting 2024 , which will take place on June 6th, 2024 in Basel, Switzerland. The presentation is titled "Dynamic Reshaping of Lymphocyte Repertoires in Multiple Sclerosis Patients Treated with Alemtuzumab: Insights into Secondary Autoimmunity".
New publication (click to read more)
    July 02, 2024: Our recent article has been published in eBioMedicine: Christopher Nelke, Christina B. Schroeter, Sumanta Barman, Frauke Stascheit, Lars Masanneck, Lukas Theissen, Niklas Huntemann, Sara Walli, Derya Cengiz, Vera Dobelmann, Anna Vogelsang, Marc Pawlitzki, Saskia Räuber, Felix F. Konen, Thomas Skripuletz, Hans-Peter Hartung, Simone König, Andreas Roos, Andreas Meisel, Sven G. Meuth, and Tobias Ruck. The article is titled "Identification of disease phenotypes in acetylcholine receptor-antibody myasthenia gravis using proteomics-based consensus clustering" and for this study, I had the privilege of conducting the B cell receptor (BCR) repertoire analysis of myasthenia gravis patients using Python and R-based tools, a bash scripts-based pipeline, and custom scripts.
    June 10, 2024: Our recent article has been published in Nature Communications: Nicole Caduff, Lisa Rieble, Michelle Böni, Donal McHugh, Romin Roshan, Wendell Miley, Nazzarena Labo, Sumanta Barman, Matthew Trivett, Douwe M. T. Bosma, Julia Rühl, Norbert Goebels, Denise Whitby, Christian Münz. The article is titled "T cell specificity and protective functions elicited by KSHV infection of B cells in vivo" and I was involved in the TCR repertoire data analysis in EBV and EBV+KSHV infected humanized mice.

About Me

aboutme image

I am a neuroimmunology scientist with extensive expertise in central nervous system (CNS) autoimmune diseases. My research focuses on leveraging molecular biology, computational immunology, and cutting-edge '-omics' technologies to extract valuable insights and drive significant progress in the field of neuroimmunology. I possess extensive expertise in analysis of large multi-omics (single cell and multimodal transcriptomics, proteomics, single cell and bulk immunogenomics) data sets, next-generation sequencing (NGS), both in laboratory and computational, and single B cell recombinant antibody technology.

My mastery of data analysis using Python and R, coupled with machine learning and deep learning-based tools, empowers me to make informed decisions based on data and evidence. A significant aspect of my work involves data-driven investigation of treatment effects from various immunotherapies on patients' immune repertoires, as well as contributing to the development and characterization of recombinant human monoclonal antibodies derived from clonally expanded plasma cells (cePc). I possess good knowledge of statistical approaches, utilizing tools such as R, SPSS and GraphPad Prism, to derive meaningful insights and statistical interpretations in research. Furthermore, I am deeply passionate about the application of artificial intelligence (AI) in healthcare and its potential to revolutionize precision medicine.

My dedication and perseverance have resulted in numerous scientific publications and presentations, both oral and poster, at national and international conferences. Moreover, I have had the privilege of mentoring multicultural students in all aspects of research, including project conception, methodology, data analysis, presentation, and report writing for bachelor's, master's, and PhD theses.


Expertise

  • Molecular biology and computational immunology
  • Multi-omics technologies
  • Next generation sequencing (NGS)
  • Bulk and single cell RNA-Seq data analysis
  • Recombinant human monoclonal antibody technology

Relevant Methods

method image
  • NGS library preparation, data acquisition, quality control, visualization, statistical analysis, and interpretation
  • Bulk RNA-seq, single cell RNA-Seq, CITE-seq, transcriptomics, proteomics, immunogenomics data analysis using R and Python-based tools, custom scripts and bash scripts-based pipeline
  • Computational downstream analysis of scRNA-seq, immunogenomics data using machine and deep learning-based tools
  • Mammalian cell culture
  • Stable and transient cell line generation
  • Cloning, Transformation, Transfection
  • PCR, Single cell RT-PCR, qPCR
  • Flow cytometry
  • Affinity chromatography

Research Highlights

Single cell sequencing:
  • Cerebrospinalcord fluid (CSF) and peripheral blood (PB) single cell-based multi-omics approach (transcriptomics, proteomics, immune repertoire) on cohorts of different autoimmune encephalitis patients (anti-GAD, anti-IgLON5, Seronegative autoimmune encephalitis)
  • CITE-seq data analysis of Batf+/+ and Batf-/- mouse bone marrow progenitor cells
Bulk sequencing:
  • Investigate longitudinal treatment effects of anti-CD20 specific disease-modifying therapy on multiple sclerosis (MS) patients’ immune repertoire
  • Investigate longitudinal treatment effects of anti-CD52 disease-modifying therapy on the peripheral immune repertoire of multiple sclerosis patients
  • Investigate longitudinal treatment effects of S1P receptor modulator on autimmune lymphocyte repertoire in multiple sclerosis (MS)
  • BCR repertoire data analysis in Myasthenia gravis (MG) patients
  • TCR repertoire data analysis in EBV and EBV+KSHV infected humanized mice
Recombinant monoclonal antibody technology:
  • Development and characterization of recombinant human monoclonal antibodies from clonally expanded plasma cells (cePc) of patients with different autoimmune encephalitis (anti-GABA A, anti-IgLON5, anti-NMDAR, anti-CASPR2, anti-LGI1, anti-Hu)
  • Recombinant monoclonal antibodies (anti-GABA A, NMDAR) effect on human brain organoid
  • Harpes simples virus 1 (HSV1) encephalitis patient CSF derived recombinant human monoclonal antibody development and characterization

Tools and Technologies

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Bioinformatics Image Another Image

Programming and Scripting Languages: Python and R (advance), HTML (beginner)
Integrated Development Environments (IDEs) and Notebooks: RStudio, Jupyter Notebook, Visual Studio Code
Bioinformatics: Bioconductor, IMGT, IMGT/HighV-QUEST, BLAST, MAFFT, VDJdb etc.
Data Analysis and Visualization:
Single cell sequencing data analysis: Cell Ranger, STAR, Seurat, Scanpy, Scirpy, SCVItools, Monocle, Harmony, Dandelion, scRepertoire, NAIR, Propeller, Enclone, GLIPH, Immunearch, Immcantation, Dowser, Tcrdist3, Loupe Browser, Loupe V(D)J Browser, DESeq2, limma etc.

Bulk seq analysis: MiXCR, STAR, VDJtools, Immunearch, Immcantation

Others: R Markdown, Pandas, NumPy, Ggplot2, Plotly, Matplotlib, UMAP, t-SNE, TCRex, ViClod etc.
Statistical Analysis: R, SPSS, GraphPad Prism
Operating system: Linux, Mac-OS, Windows
Containerization: Docker
Version Control: Git
Others: High-performance computing, Machine learning and Deep learning (Intermediate)

Professional Experiences

2021 to date
Postdoctoral researcher
Department of Neurology, University Hospital Düsseldorf, Germany

2016 – 2021
Doctoral researcher
Department of Neurology, University Hospital Düsseldorf, Germany

Education

2016 – 2021
PhD in Neuroimmunology (Grade: summa cum laude)
Heinrich Heine University Düsseldorf, Germany
Thesis: Single B cell antibody technology and high-throughput immune repertoire sequencing as complementary tools to better understand central nervous system (CNS) inflammation and treatment effects

2012 – 2015
Master of Science in Biochemistry (Grade: 1.8)
Ruhr University Bochum, Germany
Thesis: Identification of antigenic targets in the humoral immune response of inflammatory CNS diseases

2006 – 2010
Bachelor of Science in Genetic Engineering & Biotechnology (Grade: 1.5 in German grading system)
Shahjalal University of Science and Technology, Bangladesh
Thesis: Characterization of oral microbes and their antibiotic sensitivity pattern
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Research Articles

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Selected Publications (click to read more)

Computational immunology:

  1. Alemtuzumab-induced immune phenotype and repertoire changes: implications for secondary autoimmunity
    Authors:
    Tobias Ruck#, Sumanta Barman#, Andreas Schulte-Mecklenbeck#, Steffen Pfeuffer#, Falk Steffen, Christopher Nelke, Christina B Schroeter, Alice Willison, Michael Heming, Thomas Müntefering, Nico Melzer, Julia Krämer, Maren Lindner, Marianne Riepenhausen, Catharina C Gross, Luisa Klotz, Stefan Bittner, Paolo A Muraro, Tilman Schneider-Hohendorf, Nicholas Schwab, Gerd Meyer zu Hörste, Norbert Goebels, Sven G Meuth, Heinz Wiendl. #equally contributing first authors
    Journal: Brain
    Year: 2022
    Thumbnail

  2. Identification of disease phenotypes in acetylcholine receptor-antibody myasthenia gravis using proteomics-based consensus clustering
    Authors:
    Christopher Nelke, Christina B. Schroeter, Sumanta Barman, Frauke Stascheit, Lars Masanneck, Lukas Theissen, Niklas Huntemann, Sara Walli, Derya Cengiz, Vera Dobelmann, Anna Vogelsang, Marc Pawlitzki, Saskia Räuber, Felix F. Konen, Thomas Skripuletz, Hans-Peter Hartung, Simone König, Andreas Roos, Andreas Meisel, Sven G. Meuth, and Tobias Ruck.
    Journal: eBioMedicine
    Year: 2024
    Thumbnail

  3. Classifying flow cytometry data using Bayesian analysis helps to distinguish ALS patients from healthy controls
    Authors:
    Saskia Räuber, Christopher Nelke, Christina B Schroeter, Sumanta Barman, Marc Pawlitzki, Jens Ingwersen, Katja Akgün, Rene Günther, Alejandra P Garza, Michaela Marggraf, Ildiko Rita Dunay, Stefanie Schreiber, Stefan Vielhaber, Tjalf Ziemssen, Nico Melzer, Tobias Ruck, Sven G Meuth, Michael Herty.
    Journal: Frontiers in Immunology
    Year: 2023
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  4. T cell specificity and protective functions elicited by KSHV infection of B cells in vivo
    Authors:
    Nicole Caduff, Lisa Rieble, Michelle Böni, Donal McHugh, Romin Roshan, Wendell Miley, Nazzarena Labo, Sumanta Barman, Matthew Trivett, Douwe M. T. Bosma, Julia Rühl, Norbert Goebels, Denise Whitby, Christian Münz.
    Journal: Nature Communications
    Year: 2024
    Thumbnail

  5. Dynamic reshaping of lymphocyte repertoires in multiple sclerosis patients treated with Alemtuzumab: Insights into secondary autoimmunity
    Authors: Sumanta Barman et al.
    Ready to submit

  6. Comprehensive compartment-specific single-cell multi-omics profiling in GAD-autoimmunity
    Authors: Sumanta Barman, Saskia Räuber et al.
    On preparation

Neuroimmunology:

  1. NMDAR encephalitis: passive transfer from man to mouse by a recombinant antibody
    Authors:
    Manish Malviya#, Sumanta Barman#, Kristin S Golombeck#, Jesús Planagumà#, Francesco Mannara#, Nathalie Strutz‐Seebohm, Claudia Wrzos, Fatih Demir, Christine Baksmeier, Julia Steckel, Kim Kristin Falk, Catharina C Gross, Stjepana Kovac, Kathrin Bönte, Andreas Johnen, Klaus‐Peter Wandinger, Elena Martín‐García, Albert J Becker, Christian E Elger, Nikolaj Klöcker, Heinz Wiendl, Sven G Meuth, Hans‐Peter Hartung, Guiscard Seebohm, Frank Leypoldt, Rafael Maldonado, Christine Stadelmann, Josep Dalmau, Nico Melzer, Norbert Goebels. #equally contributing first authors
    Journal: Annals of Clinical and Translational Neurology
    Year: 2017
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  2. Myelinating Co-Culture as a Model to Study Anti-NMDAR Neurotoxicity
    Authors: Mercedeh Farhat Sabet, Sumanta Barman, Mathias Beller, Sven G Meuth, Nico Melzer, Orhan Aktas, Norbert Goebels, Tim Prozorovski.
    Journal: International Journal of Molecular Sciences
    Year: 2023
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  3. An assay to determine mechanisms of rapid autoantibody-induced neurotransmitter receptor endocytosis and vesicular trafficking in autoimmune encephalitis
    Authors: Elsie Amedonu, Christoph Brenker, Sumanta Barman, Julian A Schreiber, Sebastian Becker, Stefan Peischard, Nathalie Strutz-Seebohm, Christine Strippel, Andre Dik, Hans-Peter Hartung, Thomas Budde, Heinz Wiendl, Timo Strünker, Bernhard Wünsch, Norbert Goebels, Sven G Meuth, Guiscard Seebohm, Nico Melzer
    Journal: Frontiers in Neurology
    Year: 2019
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  4. Dose‐dependent inhibition of demyelination and microglia activation by IVIG
    Authors: Meike Winter, Christine Baksmeier, Julia Steckel, Sumanta Barman, Manish Malviya, Melanie Harrer‐Kuster, Hans‐Peter Hartung, Norbert Goebels
    Journal: Annals of Clinical and Translational Neurology
    Year: 2016
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  5. N‐methyl‐D‐aspartate receptor antibodies in autoimmune encephalopathy alter oligodendrocyte function
    Authors: Carlos Matute, Ana Palma, María Paz Serrano‐Regal, Estibaliz Maudes, Sumanta Barman, María Victoria Sánchez‐Gómez, María Domercq, Norbert Goebels, Josep Dalmau.
    Journal: Annals of Neurology
    Year: 2020
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Selected conference publications:

  • Postdoc Workshop - Drug Hunting @ Bayer, Heiligenhaus, Germany, September 21-24, 2022
  • American Academy of Neurology Annual Meeting, Seattle, USA, April 2-7, 2022
  • ECTRIMS, Stockholm, Sweden, September 11-13, 2019
  • Novartis Research Day 2019, Berlin, Germany, January 24-25, 2019
  • 14th International Congress of Neuroimmunology, Brisbane, Australia, August 27-31, 2018
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Complete List of Publications

  • You can also find a complete list of my publications here.

Certifications

Neuroimaging and Precision Medicine, Düsseldorf, Germany

Mathematics for Informatics 1 and Deep learning, Düsseldorf, Germany

Artificial Intelligence (AI) for all (KI für alle), Düsseldorf, Germany

TechLabs Digital Shaper Program (AI, Data science with Python), Düsseldorf, Germany

Statistics for Scientists in Medicine with R, SPSS, Düsseldorf, Germany

Global School of Neuroimmunology Course, Brisbane, Australia

Good Scientific Practice, Düsseldorf, Germany

Instruction in Laboratory Animals Science (FELASA-B), Bayer Health Care, Wuppertal, Germany

Awards and Grants

  • Heine Research Academies (HeRA) travel grant for participating in the 2022 American Academy of Neurology annual meeting, Seattle, USA
  • Best poster prize award, Novartis Research Day MS 2019, Berlin, Germany
  • International Society of Neuroimmunology travel grant for participating in the 14th International Congress of Neuroimmunology, Brisbane, Australia
  • Received prize for academic excellence in Bachelor of Science
  • Received scholarships for academic excellence in grade 5 and grade 8

Interests

hobbies image

  • Playing musical instruments
  • Photography
  • Hiking
  • Camping
  • Cycling
  • Coding
  • Writing

Blog


Coming soon....

Contact Me

Email LinkedIn Google Scholar GitHub


Feel free to reach out if you are interested in collaboration or have any inquiries related to my research!

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