Hybridization-based capture of pathogen mRNA enables paired host-pathogen transcriptional analysis

被引:22
|
作者
Betin, Viktoria [1 ,2 ]
Penaranda, Cristina [1 ,3 ,4 ,5 ]
Bandyopadhyay, Nirmalya [1 ]
Yang, Rui [1 ]
Abitua, Angela [1 ]
Bhattacharyya, Roby P. [1 ,6 ]
Fan, Amy [1 ]
Avraham, Roi [1 ,7 ]
Livny, Jonathan [1 ]
Shoresh, Noam [1 ]
Hung, Deborah T. [1 ,3 ,4 ,5 ]
机构
[1] Broad Inst Harvard & Mit, Infect Dis & Microbiome Program, 415 Main St, Cambridge, MA 02142 USA
[2] Harvard Univ, Dept Mol & Cellular Biol, 52 Oxford St, Cambridge, MA 02138 USA
[3] Massachusetts Gen Hosp, Dept Mol Biol, 185 Cambridge St, Boston, MA 02114 USA
[4] Massachusetts Gen Hosp, Ctr Computat & Integrat Biol, 185 Cambridge St, Boston, MA 02114 USA
[5] Harvard Med Sch, Dept Genet, 77 Ave Louis Pasteur, Boston, MA 02115 USA
[6] Massachusetts Gen Hosp, Dept Med, Infect Dis Div, 55 Fruit St, Boston, MA 02114 USA
[7] Weizmann Inst Sci, Dept Biol Regulat, Rehovot, Israel
关键词
MYCOBACTERIUM-TUBERCULOSIS; MACROPHAGES; SALMONELLA; ADAPTATION; INSIGHTS; GROWTH; TOOL;
D O I
10.1038/s41598-019-55633-6
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Dual transcriptional profiling of host and bacteria during infection is challenging due to the low abundance of bacterial mRNA. We report Pathogen Hybrid Capture (PatH-Cap), a method to enrich for bacterial mRNA and deplete bacterial rRNA simultaneously from dual RNA-seq libraries using transcriptome-specific probes. By addressing both the differential RNA content of the host relative to the infecting bacterium and the overwhelming abundance of uninformative structural RNAs (rRNA, tRNA) of both species in a single step, this approach enables analysis of very low-input RNA samples. By sequencing libraries before (pre-PatH-Cap) and after (post-PatH-Cap) enrichment, we achieve dual transcriptional profiling of host and bacteria, respectively, from the same sample. Importantly, enrichment preserves relative transcript abundance and increases the number of unique bacterial transcripts per gene in post-PatH-Cap libraries compared to pre-PatH-Cap libraries at the same sequencing depth, thereby decreasing the sequencing depth required to fully capture the transcriptional profile of the infecting bacteria. We demonstrate that PatH-Cap enables the study of low-input samples including single eukaryotic cells infected by 1-3 Pseudomonas aeruginosa bacteria and paired host-pathogen temporal gene expression analysis of Mycobacterium tuberculosis infecting macrophages. PatH-Cap can be applied to the study of a range of pathogens and microbial species, and more generally, to lowly-abundant species in mixed populations.
引用
收藏
页数:13
相关论文
共 23 条
  • [21] Dual transcriptional analysis reveals adaptation of host and pathogen to intracellular survival of Pseudomonas aeruginosa associated with urinary tract infection
    Penaranda, Cristina
    Chumbler, Nicole M.
    Hung, Deborah T.
    PLOS PATHOGENS, 2021, 17 (04)
  • [22] APEX2S: A two-layer machine learning model for discovery of host-pathogen protein-protein interactions on cloud-based multiomics data
    Chen, Huaming
    Shen, Jun
    Wang, Lei
    Chi, Chi-Hung
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2020, 32 (23)
  • [23] Dual RNA-Seq analysis of Medicago truncatula and the pea powdery mildew Erysiphe pisi uncovers distinct host transcriptional signatures during incompatible and compatible interactions and pathogen effector candidates
    Gupta, Megha
    Sharma, Gunjan
    Saxena, Divya
    Budhwar, Roli
    Vasudevan, Madavan
    Gupta, Varsha
    Gupta, Arunima
    Gupta, Rashi
    Chandran, Divya
    GENOMICS, 2020, 112 (03) : 2130 - 2145