Infectious Disease and Microbiome Program, Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.
Division of Infectious Diseases and International Health, Duke University School of Medicine, Durham, NC 27710, USA.
Genetics. 2023 Aug 9;224(4). doi: 10.1093/genetics/iyad100.
Talaromycosis, a severe and invasive fungal infection caused by Talaromyces marneffei, is difficult to treat and impacts those living in endemic regions of Southeast Asia, India, and China. While 30% of infections result in mortality, our understanding of the genetic basis of pathogenesis for this fungus is limited. To address this, we apply population genomics and genome-wide association study approaches to a cohort of 336 T. marneffei isolates collected from patients who enrolled in the Itraconazole vs Amphotericin B for Talaromycosis trial in Vietnam. We find that isolates from northern and southern Vietnam form two distinct geographical clades, with isolates from southern Vietnam associated with increased disease severity. Leveraging longitudinal isolates, we identify multiple instances of disease relapse linked to unrelated strains, highlighting the potential for multistrain infections. In more frequent cases of persistent talaromycosis caused by the same strain, we identify variants arising over the course of patient infections that impact genes predicted to function in the regulation of gene expression and secondary metabolite production. By combining genetic variant data with patient metadata for all 336 isolates, we identify pathogen variants significantly associated with multiple clinical phenotypes. In addition, we identify genes and genomic regions under selection across both clades, highlighting loci undergoing rapid evolution, potentially in response to external pressures. With this combination of approaches, we identify links between pathogen genetics and patient outcomes and identify genomic regions that are altered during T. marneffei infection, providing an initial view of how pathogen genetics affects disease outcomes.
马尔尼菲青霉病是一种由马尔尼菲青霉引起的严重且侵袭性真菌感染,难以治疗,影响着东南亚、印度和中国等地方性流行地区的人群。虽然 30%的感染会导致死亡,但我们对这种真菌发病机制的遗传基础的了解有限。为了解决这个问题,我们应用群体基因组学和全基因组关联研究方法,对来自越南伊曲康唑与两性霉素 B 治疗马尔尼菲青霉病试验中入组的 336 株马尔尼菲青霉分离株进行了分析。我们发现,来自越南北部和南部的分离株形成了两个截然不同的地理分支,来自越南南部的分离株与疾病严重程度增加有关。利用纵向分离株,我们确定了多个与无关菌株相关的疾病复发实例,突出了多菌株感染的可能性。在由同一菌株引起的更频繁的持续性马尔尼菲青霉病中,我们确定了在患者感染过程中出现的影响基因表达和次生代谢产物产生调控的基因变异。通过将遗传变异数据与所有 336 株分离株的患者元数据相结合,我们确定了与多个临床表型显著相关的病原体变异。此外,我们确定了两个分支中都受到选择的基因和基因组区域,突出了正在快速进化的位点,这可能是对外部压力的反应。通过这种方法的结合,我们确定了病原体遗传与患者结局之间的联系,并确定了在马尔尼菲青霉感染过程中发生改变的基因组区域,为了解病原体遗传如何影响疾病结局提供了初步的视角。