Interpreting Non-Human Molecular Trace Evidence

Non-Human Forensic Genetics

31 August – 3 September 2026

i3S - Instituto de Investigação e Inovação em Saúde, Institute for Research and Innovation in Health, Universidade do Porto, Portugal

Nádia Pinto

Programme

Nadia Pinto

Filipe Pereira, Pedro Ferreira, Eran Elhaik, Henk Braig

Arrival: Sunday, 30 August

Day 1, 31 August, 09h – 17h

Non-Human Forensic Genetics: Methodologies, Applications, Exceptions, and Case Studies

Nádia Pinto, i3S-Institute for Research and Innovation in Health, University of Porto, Portugal, and Henk Braig, National University of San Juan (UNSJ), San Juan, Argentina

Foundations and scope

  • Basic concepts in non-human forensic genetics

  • Why non-human genetic material matters in forensic contexts

  • When the field behaves like human forensic genetics and when it does not

Methodologies

  • Sampling, extraction, quantification, and validation

  • Marker types

  • Software and laboratory workflow, including sequence curation and quality control

Interpretation

  • Database-based identification and its limits

  • Statistical evaluation of evidence

  • Phylogenetic and evolutionary inference, including recombination and model choice

Applications

  • Zoology, botany, microbiology, and food forensics

  • Species identification, individualization, kinship, population assignment, outbreak tracing, and traceability

Exceptions and pitfalls

  • Nonstandard or difficult cases

  • Low-quality databases, poor population structure, degraded samples, mixtures, and validation limits

  • Situations where the usual forensic assumptions do not hold

Case studies

Day 2, 01 September, 09h – 17h

Molecular Identification of Non-Human Biological Evidence: A Comprehensive Workflow (hands-on) by

Filipe Pereira, Department of Genetics and Biotechnology (DGB), University of Trás-os-Montes and Alto Douro, Portugal

  • Basic concepts related to biological identifications using DNA

  • Overview of DNA sequencing in the laboratory

  • Introduction to software for DNA sequence analyses

  • Installation and use of the Geneious software for DNA sequence management

  • Sequence curation and quality control (electropherograms, formats)

  • Brief overview of alignment of DNA sequences and phylogenetic inferences

  • Database-based identifications (BLAST, BOLD): strengths and pitfalls

  • Examples of real cases of using DNA for biological identifications

  • Data interpretation and reporting

Day 3, 02 September, 09h – 17h

Introduction to Biological Sequence Databases Pedro G. Ferreira, Computer Sciences Department (hands-on), Faculty of Sciences of the University of Porto, Portugal

  • Sequence data formats and metadata.

  • Types of biological sequence databases (primary/non-curated and secondary/curated).

  • How sequences are organized, annotated, and linked.

  • Retrieving sequences efficiently.

  • Database quality assessment and common pitfalls.

  • Using sequence databases in non-human forensic genetics and metagenomics.

Introduction to Metagenomic Data Analysis: From Raw Sequencing Reads to Microbial Profiles (hands-on), Eran Elhaik, Ancient DNA Hub, Lund, Sweden

Introduction to Metagenomics and Microbiome Research

  • § What metagenomics is and why it is used

  • § Difference between shotgun sequencing and amplicon sequencing

  • § Applications in ecology, health, and forensic science

Understanding Sequencing Data

  • What sequencing reads are

  • Structure of FASTQ files

  • Paired-end sequencing and quality scores

Quality Control and Data Cleaning

  • Why sequencing data must be cleaned

  • Identifying sequencing errors and contaminants

  • Read trimming and filtering

  • Example tools: FastQC, MultiQC, fastp, Trimmomatic

Day 4, 03 September, 09h – 17h

Introduction to Metagenomic Data Analysis: From Raw Sequencing Reads to Microbial Profiles – continuation, Eran Elhaik

Preparing Reads for Analysis

  • Handling paired-end reads

  • Removing host DNA contamination

  • Mapping reads to reference genomes

  • Example tools: repair.sh, Bowtie2, Samtools

Microbial Identification and Classification

  • Assigning sequencing reads to microbial taxa

  • How reference databases are used

  • Generating microbial abundance tables

  • Example tools: Kraken2 and Bracken

Amplicon Analysis and Microbial Community Profiles

  • Processing amplicon sequencing data

  • Merging reads and removing chimeras

  • Clustering sequences and generating OTU tables

  • Example tools: PANDAseq and VSEARCH

Workshop’s challenge

Workshop Dinner

Departure: Friday, 4 September

Logistics

You must bring your own laptop!

Venue

The workshop will be held at i3S, organized with support from the i3S Advanced Training Unit.

i3S-Institute for Research and Innovation in Health, University of Porto

Rua Alfredo Allen, 208

4200-135 Porto, Portugal

GPS coordinates: 41º 10’ 30.008’’ N, 8º 36’ 12.488’’ W.