AmpliSeq transcriptome analysis of human alveolar and monocyte-derived macrophages over time in response to Mycobacterium tuberculosis infection

被引:32
|
作者
Papp, Audrey C. [1 ]
Azad, Abul K. [2 ]
Pietrzak, Maciej [1 ]
Williams, Amanda [1 ]
Handelman, Samuel K. [3 ]
Igo, Robert P., Jr. [4 ]
Stein, Catherine M. [4 ,5 ]
Hartmann, Katherine [1 ,6 ]
Schlesinger, Larry S. [2 ]
Sadee, Wolfgang [1 ]
机构
[1] Ohio State Univ, Coll Med, Dept Canc Biol & Genet, Ctr Pharmacogen, Columbus, OH 43210 USA
[2] Texas Biomed Res Inst, San Antonio, TX 78227 USA
[3] Univ Michigan, Sch Med, Dept Internal Med, Div Gastroenterol, Ann Arbor, MI USA
[4] Case Western Reserve Univ, Dept Populat & Quantitat Hlth Sci, Cleveland, OH 44106 USA
[5] Case Western Reserve Univ, TB Res Unit, Ctr Prote & Bioinformat, Cleveland, OH 44106 USA
[6] European Org Res Treatment Canc, Brussels, Belgium
来源
PLOS ONE | 2018年 / 13卷 / 05期
基金
美国国家卫生研究院;
关键词
GENOME-WIDE ASSOCIATION; SURFACTANT PROTEIN-A; BURROWS-WHEELER TRANSFORM; INNATE IMMUNE-RESPONSE; COMPLEMENT RECEPTORS; BEHCETS-DISEASE; READ ALIGNMENT; GENE; SUSCEPTIBILITY; PHAGOCYTOSIS;
D O I
10.1371/journal.pone.0198221
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
Human alveolar macrophages (HAM) are primary bacterial niche and immune response cells during Mycobacterium tuberculosis (M.tb) infection, and human blood monocyte-derived macrophages (MDM) are a model for investigating M.tb-macrophage interactions. Here, we use a targeted RNA-Seq method to measure transcriptome-wide changes in RNA expression patterns of freshly obtained HAM (used within 6 h) and 6 day cultured MDM upon M.tb infection over time (2, 24 and 72 h), in both uninfected and infected cells from three donors each. The Ion AmpliSeq (TM) Transcriptome Human Gene Expression Kit (AmpliSeq) uses primers targeting 18,574 mRNAs and 2,228 non-coding RNAs (ncRNAs) for a total of 20,802 transcripts. AmpliSeq (TM) yields highly precise and reproducible gene expression profiles (R-2 > 0.99). Taking advantage of AmpliSeq's reproducibility, we establish well-defined quantitative RNA expression patterns of HAM versus MDM, including significant M.tb-inducible genes, in networks and pathways that differ in part between MDM and HAM. A similar number of expressed genes are detected at all time-points between uninfected MDM and HAM, in common pathways including inflammatory and immune functions, but canonical pathway differences also exist. In particular, at 2 h, multiple genes relevant to the immune response are preferentially expressed in either uninfected HAM or MDM, while the HAM RNA profiles approximate MDM profiles over time in culture, highlighting the unique RNA expression profile of freshly obtained HAM. MDM demonstrate a greater transcriptional response than HAM upon M.tb infection, with 2 to > 10 times more genes up- or down-regulated. The results identify key genes involved in cellular responses to M.tb in two different human macrophage types. Follow-up bioinformatics analysis indicates that approximately 30% of response genes have expression quantitative trait loci (eQTLs in GTEx), common DNA variants that can influence host gene expression susceptibility or resistance to M.tb, illustrated with the TREM1 gene cluster and IL-10.
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页数:22
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