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Capstone — End to End Proteomics Project Training | Full Workflow Design and Reporting

NTHRYS >> Services >> Academic Services >> Training Programs >> Bioinformatics Training >> Proteomics, Mass Spectrometry & PTM Analytics >> Capstone — End to End Proteomics Project Training | Full Workflow Design and Reporting

Capstone — End to End Proteomics Project — Hands-on

Use this capstone to consolidate all concepts from the proteomics track into a single end to end project. You will walk through study framing, sample and QC planning, search and quant thinking, result review and biological storyboarding, ending with a publication style report outline and checklist.

Capstone — End to End Proteomics Project
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Session 1
Fee: Rs 8800
Project Briefing and Study Blueprint
  • Project context, question and biological system on paper
  • defining the comparison or time course selecting sample types and matrices linking to a simple biological hypothesis
  • High level experimental design and power thinking
  • grouping and replication ideas blocking and randomization concepts sources of variation and confounding
  • Blueprint of samples, runs and files for the project
  • sample inventory and ID map expected number of injections simple run order and plate sketch
Session 2
Fee: Rs 11800
Workflow Sketch, Search and Quant Plan
  • End to end workflow sketch from sample to tables
  • sample prep and LC MS idea blocks search, FDR and quant steps report generation on the right side
  • Database, modifications and search parameter choices
  • organism and contaminant concepts fixed and variable modification ideas FDR targets at PSM and protein level
  • Quantitative layer and normalization plan on paper
  • choice of label free or isobaric view normalization and batch correction ideas intended comparisons and contrasts
Session 3
Fee: Rs 14800
QC Review, Result Frames and Biology
  • Thinking through QC checks for the capstone project
  • system suitability and ID rate views sample level missingness patterns principal component and batch signals
  • Designing result tables and figures conceptually
  • summary table of key proteins volcano and heatmap ideas simple pathway or network diagrams
  • Linking the proteomics findings back to biology
  • connecting markers to pathways alternative explanations and caveats ideas for validation experiments
Session 4
Fee: Rs 18800
Final Storyboard, Report and Checklist
  • Storyboard of the full project from question to conclusion
  • theory plus storyboard worksheet
  • Outline of a publication style methods and results section
  • sections for samples and LC MS search, FDR and quant description figures and tables placement ideas
  • Capstone checklist for end to end proteomics projects
  • design, QC and analysis items data deposition and metadata notes common pitfalls and reminder list


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