Daniel Manrique-Castaño

Research Data Curator · Neuroscientist · Data Scientist

prof_pic.jpg

Research Data Curator

Digital Research Alliance of Canada

I am a Research Data Curator at the Digital Research Alliance of Canada, where I work with researchers to make their data publicly accessible, well documented and reusable (FAIR), and I train the research community in data management skills. My background is in neuroscience: I am focused on understanding glial reactivity following brain injury. While doing my doctoral studies at the International Graduate School of Neuroscience (https://www.igsn.ruhr-uni-bochum.de/) at the Ruhr-University Bochum, Germany, I realized that traditional analysis methodologies were not suitable to solve my research questions. Thus, I started to educate myself in statistical modeling using probabilistic approaches (Bayesian statistics) and developed a strong data science-based perspective. My current interests lies in unraveling the intricacies of brain scarring and recovery. I leverage a blend of modeling-based data analysis, machine learning, and image processing to dissect these complex processes.

In addition, my foray into data analysis has led to the development of unbiased, automated image analysis techniques using Python and machine learning. These approaches are particularly beneficial for researchers grappling with traditional, manual cell counting methods.

Finally, I am an ardent advocate for open and reproducible science. I firmly believe this approach is essential for maintaining quality control in scientific literature and ensuring effective oversight of scientific outputs. If my expertise aligns with your program’s goals, please feel free to contact me.

Research interests

  • Research data curation and management, FAIR data and open repositories
  • Training researchers in data management and reproducible workflows
  • Glial reactivity and brain scarring after stroke and traumatic brain injury
  • Bayesian modeling (R, brms, Stan) for neuroscience data
  • Spatial point pattern and topological data analysis of cells in microscopy images
  • Automated, unbiased image analysis with Python and machine learning
  • Open and reproducible science

Find me elsewhere

news

Sep 29, 2026 New article with Jamie Trapp and Clive Baldock in Physical and Engineering Sciences in Medicine: In the current research landscape academic and scholarly journals have outlived their usefulness.
Jul 02, 2024 I joined the Digital Research Alliance of Canada as a Research Data Curator, helping researchers make their data publicly accessible and training the community in research data management.
Apr 08, 2024 I published a new article showing how to perform point pattern analysis to explore the distribution of brain cells.
Apr 06, 2024 I published a blog to illustrate the use of the “cumulative” family in brms to treat categorical variables in regression.
Mar 30, 2024 I published a blog depicting the use of Student-t distribution in data analysis.

latest posts

selected publications

  1. PESM
    In the current research landscape academic and scholarly journals have outlived their usefulness
    Daniel Manrique-Castano, Jamie Trapp , and Clive Baldock
    Physical and Engineering Sciences in Medicine, Sep 2026
  2. STAR
    Unbiased quantification of the spatial distribution of murine cells using point pattern analysis
    Daniel Manrique-Castano, and Ayman ElAli
    STAR Protocols, Sep 2024
  3. BioArx
    Dissecting glial scar formation by spatial point pattern and topological data analysis
    Daniel Manrique-Castano, Dhananjay Bhaskar , and Ayman ElAli
    Oct 2023
    Pages: 2023.10.04.560910 Section: New Results
  4. MatBio
    Topological remodeling of cortical perineuronal nets in focal cerebral ischemia and mild hypoperfusion
    Egor Dzyubenko , Daniel Manrique-Castano, Christoph Kleinschnitz , and 2 more authors
    Matrix Biology, Dec 2018
  5. Exxon
    Neurovascular Reactivity in Tissue Scarring Following Cerebral Ischemia
    Daniel Manrique-Castano, and Ayman ElAli
    Exon Publications, Nov 2021
  6. BBI
    Tenascin-C preserves microglia surveillance and restricts leukocyte and, more specifically, T cell infiltration of the ischemic brain
    Daniel Manrique-Castano, Egor Dzyubenko , Mina Borbor , and 5 more authors
    Brain, Behavior, and Immunity, Jan 2021