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Abstract
Genome and transcriptome examinations have become more common due to Next-Generation Sequencing (NGS), which significantly increases throughput and depth coverage while reducing costs and time. Mitochondrial DNA (mtDNA) is often the marker of choice in degraded samples from archaeological and forensic contexts, as its higher number of copies can improve the success of the experiment. Among other sequencing strategies, amplicon-based NGS techniques are currently being used to obtain enough data to be analyzed. There are some pipelines designed for the analysis of ancient mtDNA samples and others for the analysis of amplicon data. However, these pipelines pose a challenge for non-expert users and cannot often address both ancient and forensic DNA particularities and amplicon-based sequencing simultaneously. To overcome these challenges, a user-friendly bioinformatic tool was developed to analyze the non-coding region of human mtDNA from degraded samples recovered in archaeological and forensic contexts. The tool can be easily modified to fit the specifications of other amplicon-based NGS experiments. A comparative analysis between two tools, MarkDuplicates from Picard and dedup parameter from fastp, both designed for duplicate removal was conducted. Additionally, various thresholds of PMDtools, a specialized tool designed for extracting reads affected by post-mortem damage, were used. Finally, the depth coverage of each amplicon was correlated with its level of damage. The results obtained indicated that, for removing duplicates, dedup is a better tool since retains more non-repeated reads, that are removed by MarkDuplicates. On the other hand, a PMDS = 1 in PMDtools was the threshold that allowed better differentiation between present-day and ancient samples, in terms of damage, without losing too many reads in the process. These two bioinformatic tools were added to a pipeline designed to obtain both haplotype and haplogroup of mtDNA. Furthermore, the pipeline presented in the present study generates information about the quality and possible contamination of the sample.
| Original language | English |
|---|---|
| Article number | e0311115 |
| Number of pages | 18 |
| Journal | PloS one |
| Volume | 19 |
| Issue number | 11 |
| DOIs | |
| Publication status | Published - 21 Nov 2024 |
Keywords
- Computational Biology/methods
- DNA, Ancient/analysis
- DNA, Mitochondrial/genetics
- Forensic Genetics/methods
- High-Throughput Nucleotide Sequencing/methods
- Humans
- Sequence Analysis, DNA/methods
- Software
- Ancient dna
- Validation
- Alignment
- Heteroplasmy
- Control region
- High-quality
- Damage
- Patterns
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DEMOGRAPHIC AND SOCIAL ORGANIZATION, MOBILITY, KINSHIP, AND DISEASE DURING THE BRONZE AGE: THE CHALLENGE OF COLLECTIVE BURIALS
Pereira Dos Santos, C. M. (Principal Investigator), Malgosa Morera, A. (Co-Investigador/a Principal), Esteve Gràcia, X. (Collaborator), Llamas, B. (Collaborator), Martínez Rodríguez, P. (Collaborator), Molina Moreno, M. (Collaborator), Roca Rada, X. (Collaborator), Ruiz de la Cuesta Aguirre, D. (Collaborator), Teixeira, J. P. (Collaborator), Aluja Paris, M. P. (Investigator), Isidro Llorens, A. (Investigator), Armentano Oller, N. (Collaborator), Campoy Caballero, M. R. (Collaborator) & Pallares Viña, L. (Collaborator)
European Regional Development Fund (FEDER)
1/09/23 → 31/08/27
Project: Research Projects and Other Grants
Datasets
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Replication data for: "An easy-to-use pipeline to analyze amplicon-based Next Generation Sequencing results of human mitochondrial DNA from degraded samples"
Ruiz de la Cuesta Aguirre, D. (Creator), Pereira Dos Santos, C. M. (Creator) & Malgosa Morera, A. (Creator), CORA.Repositori de Dades de Recerca, 26 Jul 2024
DOI: 10.34810/data1541
Dataset
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