Training course modules and materials
Learn how to get the best out of Mascot directly from the people who develop and support it.
The training course is organised as several independent topics. We recommend starting with the introductory materials, then proceeding to more in-depth topics. Every topic includes presentation slides suitable for self study or as basis for an in-house training course. The slides and speaker notes are available as PDF files, including links to useful exercises and additional videos and tutorials.
Within each topic, the exercises become progressively more difficult, so are intended to be undertaken in order. If you find an exercise too difficult, first follow the link for hints. If these don’t help, or there aren’t any, and you are really stuck, there may be a link to example search results.
If there are any technical problems accessing or viewing the material or if you have suggestions to improve the course, please email training@matrixscience.com.
The materials available on this page describe Mascot Server 2.8, Mascot Distiller 2.8 and Mascot Daemon 2.8.
The classic training course (archive recording, 2014) is available as a webcast course and describes Mascot Server 2.5.
Module: Introduction to database searching using Mascot
Presentation slides and notes: PDF (34 pages, 5.3MB)
- The three ways to search MS and MS/MS data
- Peptide Mass Fingerprint
- Sequence Query
- MS/MS Ions Search
- Database searching and spectral library searching
Related content:
- Online help: Mascot search overview
- Blog: Back to Basics 2: Common mistakes
- Review article: Protein identification using MS/MS data
Module: Search Parameters
Presentation slides and notes: PDF (35 pages, 4.4MB)
- A detailed look at each of the search parameters
- Tips and common mistakes
- Setting defaults
Exercises:
- Simple Peptide Mass Fingerprint: PMF1
- Tricky Peptide Mass Fingerprint: PMF2
- Difficult Peptide Mass Fingerprint: PMF3
- Peptide Mass Fingerprint mixture: PMF4
- MS/MS Search of ETD data: MSMS6
Related content:
Module: Sequence Databases
Presentation slides and notes: PDF (29 pages, 4.4MB)
- Which database to choose
- SwissProt, Uniprot proteomes
- NCBIprot, UniRef100
- Nucleic acid databases
- Clustering with UniGene
- Searching whole genomes
Related content:
- Online help: Sequence databases
- Blog: Expressed Sequence Tags
- Research Paper: Interrogating the human genome using uninterpreted mass spectrometry data
Module: Modifications
Presentation slides and notes: PDF (44 pages, 8.3MB)
- Types of modifications
- Unimod
- Phosphorylation
- Modification site analysis
- Error tolerant searches
Exercises:
Related content:
- Online help: Post-translational modifications
- Online help: Error tolerant search
- Blog: Error tolerant searches now show statistical significance
- Blog: The plus one dilemma
- Blog: O-fucosylated CID spectra
- Blog: Site Analysis
- Blog: Mass-tolerant vs Error tolerant
- Youtube: Modifications in Mascot Server 2.7
- Youtube: Improvements in Error Tolerant Searches (Mascot Server 2.8)
- Research paper: Error tolerant searching of uninterpreted tandem mass spectrometry data
- Research paper: Confident Phosphorylation Site Localization Using the Mascot Delta Score
Module: Scoring & Statistics
Presentation slides and notes: PDF (39 pages, 5.3MB)
- Different ways of finding a match
- Probability based scoring
- Result reports
- Significance thresholds
- Assigning peptide matches to proteins
- False discovery rates
- Rescoring with Percolator
Exercises:
- Target-decoy search: MSMS2
Related content:
- Online help: Scoring
- Online help: Decoy databases
- Online help: Percolator
- Blog: Back to basics 5: Peptide-spectrum match statistics
- Blog: Common myths about protein scores
- Blog: Some peaks are more equal than others
- Research paper: Target-decoy search strategy for increased confidence in large-scale protein identifications by mass spectrometry
- Research paper: Empirical Statistical Model To Estimate the Accuracy of Peptide Identifications Made by MS/MS and Database Search
- Research paper: Semi-supervised learning for peptide identification from shotgun proteomics datasets
Module: Very Large Searches
Presentation slides and notes: PDF (35 pages, 6.2MB)
- Challenges of very large searches
- Viewing large results reports
- MudPIT protein scoring
- Exporting search results
Exercises:
- Exporting search results: MSMS3
Related content:
- Online help: MS/MS Results Interpretation
- Blog: Unipept and Mascot
- Blog: Identify proteins by more than ‘gut’ feeling
- Blog: Protein FDR in Mascot Server 2.7
- Blog: Don’t get stuck in a queue
- Research paper: Hierarchical Clustering of Shotgun Proteomics Data
Module: Spectral Library Searching
Presentation slides and notes: PDF (28 pages, 1.7MB)
- Searching a spectral library
- Integrated FASTA database and library search
- Enabling predefined spectral libraries
- Creating spectral libraries from search results
Related content:
- Online help: Spectral library search
- Blog: Generating high quality spectral libraries for DIA-MS
- Blog: How to create a spectral library for contaminants
- Blog: Exporting spectral library search results
- Blog: Protein inference for spectral library searches
Module: Mascot Distiller
Presentation slides and notes: PDF (42 pages, 8.5MB)
- What is Mascot Distiller?
- Peak picking
- Automation
- Importing search results
- Calling sequence tags
- De novo sequencing
Exercises:
Related content:
- An introduction to Mascot Distiller
- FREE 30-day trial of Distiller
- Blog: Solving a puzzle with Mascot Distiller de novo
- Blog: Global thinking: Label Free Quantitation in Mascot Distiller 2.8
- Blog: Reporting quantitation datasets with Mascot Distiller 2.8
- Blog: Divide and conquer: Fractionated Label Free Quantitation in Mascot Distiller 2.8.2
- Youtube: LFQ for the masses
Module: Sequence Queries
Presentation slides and notes: PDF (32 pages, 6.8MB)
- Standard sequence tag
- Error tolerant sequence tag
- seq(), comp() and other qualifiers
Exercises:
Related content:
- Online help: Sequence Query
- Research paper: Error-Tolerant Identification of Peptides in Sequence Databases by Peptide Sequence Tags
- Research paper: MultiTag: Multiple Error-Tolerant Sequence Tag Search for the Sequence-Similarity Identification of Proteins by Mass Spectrometry
- Research paper: High-throughput sequence tagging via an empirically derived fragmentation model
- Research paper: Algorithms for Rapid Protein Identification with Multiple Short Peptide Sequences
- Research paper: High-Throughput Identification of Proteins and Unanticipated Sequence Modifications Using a Mass-Based Alignment Algorithm for MS/MS de Novo Sequencing Results
Module: Automation with Mascot Daemon
Presentation slides and notes: PDF (42 pages, 5.9MB)
- Installing and using Mascot Daemon
- Data import filters
- Real-time monitor
- Follow-up tasks
- Quantitation summary report
Exercises:
- Data dependent follow-up task: DM1
Related content:
- An introduction to Mascot Daemon
- Blog: Back to basics 4: Mascot Daemon
- Blog: Tabulate expression data from multiple analyses with Mascot Daemon
- Blog: Using a shared TaskDB with Mascot Daemon
- Blog: Mascot Daemon Export Extender
Module: Quantitation
Quantitation – Introduction (12 pages, 1.0MB)
- Supported protocols
- Creating and modifying quantitation
methods
Quantitation – MS2 based methods (22 pages, 1.8MB)
- Quantitation using data in peak lists
- emPAI
- Multiplex (isobaric, IPTL)
- Reporter (iTRAQ, TMT, TMTpro)
Quantitation – MS1 based methods (30 pages, 4.0MB)
- Quantitation using data from raw file
- Precursor (SILAC, N15, etc.)
- Average (label free)
- Replicate (label free)
- Fractionation
- Ion mobility filtering
Quantitation – Reporting (19 pages, 2.4MB)
- Quantitation reports in Mascot Distiller
- Quantitation summary in Mascot Daemon
Exercises:
Related content:
- Online help: Quantitation overview
- Blog: Back to basics 3: Quantitation statistics
- Blog: Using the Quantitation Summary to create reports and charts
- Blog: The three Ds: Diethylation, Dimethylation and the Deuterium effect
- Blog: Improving precursor quantitation results with ion mobility filtering
- Youtube: Quantitation Summary: exporting protein expression data for complex experiments
Module: Crosslinking
Presentation slides and notes: PDF (26 pages, 1.0MB)
- Setting up a crosslinking experiment in Mascot
- Validating intact crosslinks
- Visualising in xiVIEW
Related content:
- Online help: Crosslink search
- Blog: Peak picking intact crosslink spectra with Mascot Distiller
- Blog: Analyzing the disulfide bond structure of the SARS-Cov-2 Spike protein
- Blog: Validating intact crosslinked peptide matches
- Youtube: Identifying intact crosslinks with Mascot Server
Module: Sequence Database Administration
Presentation slides and notes: PDF (55 pages, 4.2MB)
- Sequence database formats
- Spectral library formats
- Adding a new database
- Worked examples
- Automatic updating
Exercises:
Related content:
- Online help: Sequence database setup
- Blog: The minutiae of database management
- Blog: Keeping genome databases up to date
- Youtube: Mascot Server: Setting up a custom database
- Youtube: Mascot Server: Setting up a Uniprot proteome datatabase
Module: Administration & Configuration
Presentation slides and notes: PDF (37 pages, 5.0MB)
- Configuring Mascot Security
- Mascot configuration files
- Mascot log files
- Cluster mode
Exercises:
- Configure Mascot Security: ADM3
Related content:
- Online help: Disaster recovery
- Online help: Hardware virtualisation
- Online help: Mascot Server in the Cloud
- Blog: Single sign-on (SSO) and Mascot
- Blog: Mascot cluster installation security on Linux
- Blog: Mascot Security: priority settings
- Blog: Mascot Security: privacy settings
- Blog: Using Mascot security to share search results
- Youtube: Install Mascot Server on Windows + IIS
- Modules
- Introduction
- Search Parameters
- Sequence Databases
- Modifications
- Scoring & Statistics
- Very Large Searches
- Spectral Library
- Mascot Distiller
- Sequence Queries
- Mascot Daemon
- Quantitation
- Crosslinking
- Sequence Database Administration
- Administration & Configuration
- Mascot training exercises
- Classic training course (2014)