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Thank you for submitting your Hugo David Award application. Your submission is summarised below.

Semester

S1, 2026

Applicant

Ana Maria Garcia Marin

Paper Title

Complete genomes reveal a refined map of Mycobacterium tuberculosis genetic diversity across evolutionary scales

The name(s) of the first, last or corresponding authors who are ESM members

Ana Maria Garcia-Marin

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Date of the online publication

6 June 2026

Summary

We present the first Mycobacterium tuberculosis (MTB) complete genome dataset designed to resolve genetic diversity across three evolutionary scales: population, epidemiological, and within-host. We generated 216 high-quality complete genomes from long-read sequencing to recover the 5–10% of the genome excluded by short-read mapping. At the population level, we uncover diversity hotspots, yielding a 1.44-fold higher evolutionary rate than estimated from short reads. They are particularly concentrated in pe/ppe genes and largely driven by gene conversion, a process we show can also affect T-cell epitopes of vaccine candidates. At the epidemiological scale, complete genomes refine transmission network resolution by incorporating previously masked SNPs, indels, and structural variants. Finally, using patient- and cluster-specific reference genomes for mapping, we show that most non-fixed variants detected by conventional pipelines using a common reference are false positives, prompting a reassessment of within-host MTB diversity. This integrated multi-scale approach establishes a more accurate framework for understanding MTB evolution, transmission, and host–pathogen interactions.

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I am under 40 (or less than 7 years after PHD)

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