Pla-Díaz Marta, Akgül Gülfirde, Molak Martyna, du Plessis Louis, Panagiotopoulou Hanna, Doan Karolina, Bogdanowicz Wiesław, Dąbrowski Paweł, Oziembłowski Maciej, Kwiatkowska Barbara, Szczurowski Jacek, Grzelak Joanna, Arora Natasha, Majander Kerttu, González-Candelas Fernando, Schuenemann Verena J
Department of Environmental Sciences, University of Basel, Basel, Switzerland.
Unidad Mixta Infección y Salud Pública FISABIO, Universidad de Valencia-I2SysBio, Valencia, Spain.
BMC Biol. 2025 Jan 8;23(1):7. doi: 10.1186/s12915-024-02108-4.
Treponemal diseases are a significant global health risk, presenting challenges to public health and severe consequences to individuals if left untreated. Despite numerous genomic studies on Treponema pallidum and the known possible biases introduced by the choice of the reference genome used for mapping, few investigations have addressed how these biases affect phylogenetic and evolutionary analysis of these bacteria. In this study, we ascertain the importance of selecting an appropriate genomic reference on phylogenetic and evolutionary analyses of T. pallidum.
We designed a multiple-reference-based (MRB) mapping strategy using four different reference genomes and compared it to traditional single-reference mapping. To conduct this comparison, we created a genomic dataset comprising 77 modern and ancient genomes from the three subspecies of T. pallidum, including a newly sequenced seventeenth century genome (35X mean coverage) of a syphilis-causing strain (designated as W86). Our findings show that recombination detection was consistent across different references, but the choice of reference significantly affected ancient genome reconstruction and phylogenetic inferences. The high-coverage W86 genome introduced in this study also provided a new calibration point for Bayesian molecular clock dating, improving the reconstruction of the evolutionary history of treponemal diseases. Additionally, we identified novel recombination events, positive selection targets, and refined dating estimates for key events in the species' history.
This study highlights the importance of considering methodological implications and reference genome bias in high-throughput sequencing-based whole-genome analysis of T. pallidum, especially of ancient or low-coverage samples, contributing to a deeper understanding of the treponemal pathogen and its subspecies.
密螺旋体病是一项重大的全球健康风险,给公共卫生带来挑战,若不治疗会给个体带来严重后果。尽管对梅毒螺旋体进行了大量的基因组研究,且已知用于比对的参考基因组的选择可能会引入偏差,但很少有研究探讨这些偏差如何影响这些细菌的系统发育和进化分析。在本研究中,我们确定了选择合适的基因组参考对梅毒螺旋体系统发育和进化分析的重要性。
我们设计了一种基于多参考基因组(MRB)的比对策略,使用四个不同的参考基因组,并将其与传统的单参考基因组比对进行比较。为了进行这种比较,我们创建了一个基因组数据集,该数据集包含来自梅毒螺旋体三个亚种的77个现代和古代基因组,包括一个新测序的17世纪梅毒致病菌株(命名为W86)的基因组(平均覆盖度为35X)。我们的研究结果表明,不同参考基因组间的重组检测结果是一致的,但参考基因组的选择显著影响古代基因组重建和系统发育推断。本研究中引入的高覆盖度W86基因组也为贝叶斯分子钟定年提供了一个新的校准点,改进了密螺旋体病进化史的重建。此外,我们还识别出了新的重组事件、正选择靶点,并细化了该物种历史上关键事件的定年估计。
本研究强调了在基于高通量测序的梅毒螺旋体全基因组分析中考虑方法学影响和参考基因组偏差的重要性,特别是对于古代或低覆盖度样本,这有助于更深入地了解密螺旋体病原体及其亚种。