Transcriptional regulatory networks of tumor-associated macrophages that drive malignancy in mesenchymal glioblastoma

被引:83
|
作者
Sa, Jason K. [1 ]
Chang, Nakho [2 ]
Lee, Hye Won [3 ]
Cho, Hee Jin [4 ]
Ceccarelli, Michele [5 ,6 ]
Cerulo, Luigi [7 ]
Yin, Jinlong [8 ]
Kim, Sung Soo [9 ,10 ]
Caruso, Francesca P. [5 ,11 ]
Lee, Mijeong [12 ]
Kim, Donggeon [12 ]
Oh, Young Taek [13 ]
Lee, Yeri [12 ]
Her, Nam-Gu [14 ]
Min, Byeongkwi [14 ,15 ]
Kim, Hye-Jin [14 ]
Jeong, Da Eun [16 ]
Kim, Hye-Mi [12 ]
Kim, Hyunho [17 ]
Chung, Seok [17 ]
Woo, Hyun Goo [18 ,19 ]
Lee, Jeongwu [20 ]
Kong, Doo-Sik [21 ]
Seol, Ho Jun [21 ]
Lee, Jung-Il [21 ]
Kim, Jinho [22 ]
Park, Woong-Yang [15 ,22 ]
Wang, Qianghu [23 ]
Sulman, Erik P. [24 ]
Heimberger, Amy B. [25 ]
Lim, Michael [26 ]
Park, Jong Bae [9 ,10 ]
Iavarone, Antonio [13 ,27 ,28 ]
Verhaak, Roel G. W. [29 ]
Nam, Do-Hyun [12 ,14 ,15 ,21 ]
机构
[1] Korea Univ, Dept Biomed Sci, Coll Med, Seoul, South Korea
[2] Yuhan Res Inst, Yongin, South Korea
[3] Yonsei Univ, Dept Hosp Med, Coll Med, Seoul, South Korea
[4] Samsung Med Ctr, Innovat Therapeut Res Ctr, Precis Med Res Inst, Seoul, South Korea
[5] Univ Naples Federico II, Dept Elect Engn & Informat Technol DIETI, Naples, Italy
[6] Inst Biol & Genet Mol, Biogem, Ariano Irpino, Italy
[7] Univ Sannio, Dept Sci & Technol, Benevento, Italy
[8] Henan Univ, Henan & Macquarie Univ Joint Ctr Biomed Innovat, Sch Life Sci, Kaifeng, Henan, Peoples R China
[9] Natl Canc Ctr, Grad Sch Canc Sci & Policy, Dept Canc Biomed Sci, Goyang, South Korea
[10] Natl Canc Ctr, Res Inst & Hosp, Rare Canc Branch, Goyang, South Korea
[11] Inst Ric Genetiche Gaetano Salvatore, Biogem Scarl, Ariano Irpino, Italy
[12] Samsung Med Ctr, Inst Refractory Canc Res, Seoul, South Korea
[13] Columbia Univ, Inst Canc Genet, New York, NY 10027 USA
[14] AIME DBIO Inc, Seoul, South Korea
[15] Sungkyunkwan Univ, Samsung Adv Inst Hlth Sci & Technol, Dept Hlth Sci & Technol, Seoul, South Korea
[16] Sungkyunkwan Univ, Dept Anat & Cell Biol, Sch Med, Suwon, South Korea
[17] Korea Univ, Sch Mech Engn, Seoul, South Korea
[18] Ajou Univ, Dept Physiol, Sch Med, Suwon, South Korea
[19] Ajou Univ, Grad Sch Biomed Sci, Sch Med, Suwon, South Korea
[20] Cleveland Clin, Dept Canc Biol, Lerner Res Inst, Cleveland, OH USA
[21] Sungkyunkwan Univ, Samsung Med Ctr, Dept Neurosurg, Sch Med, Seoul, South Korea
[22] Samsung Med Ctr, Samsung Genome Inst, Seoul, South Korea
[23] Nanjing Med Univ, Sch Biomed Engn & Informat, Dept Bioinformat, Nanjing, Peoples R China
[24] NYU, Dept Radiat Oncol, Grossman Sch Med, New York, NY USA
[25] Univ Texas MD Anderson Canc Ctr, Dept Neurosurg, Houston, TX USA
[26] Johns Hopkins Univ, Sch Med, Dept Neurosurg, Baltimore, MD 21205 USA
[27] Columbia Univ, Dept Pathol, New York, NY 10027 USA
[28] Columbia Univ, Dept Neurol, New York, NY 10027 USA
[29] Jackson Lab Genom Med, Farmington, CT 06032 USA
基金
新加坡国家研究基金会; 美国国家卫生研究院;
关键词
STEM-CELLS; RESISTANCE; DIFFERENTIATION; MAINTENANCE; LANDSCAPE; EVOLUTION; SUBTYPES; REVEALS; GROWTH; EGFR;
D O I
10.1186/s13059-020-02140-x
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background: Glioblastoma (GBM) is a complex disease with extensive molecular and transcriptional heterogeneity. GBM can be subcategorized into four distinct subtypes; tumors that shift towards the mesenchymal phenotype upon recurrence are generally associated with treatment resistance, unfavorable prognosis, and the infiltration of pro-tumorigenic macrophages. Results: We explore the transcriptional regulatory networks of mesenchymal-associated tumor-associated macrophages (MA-TAMs), which drive the malignant phenotypic state of GBM, and identify macrophage receptor with collagenous structure (MARCO) as the most highly differentially expressed gene. MARCO(high)TAMs induce a phenotypic shift towards mesenchymal cellular state of glioma stem cells, promoting both invasive and proliferative activities, as well as therapeutic resistance to irradiation. MARCO(high)TAMs also significantly accelerate tumor engraftment and growth in vivo. Moreover, both MA-TAM master regulators and their target genes are significantly correlated with poor clinical outcomes and are often associated with genomic aberrations in neurofibromin 1 (NF1) and phosphoinositide 3-kinases/mammalian target of rapamycin/Akt pathway (PI3K-mTOR-AKT)-related genes. We further demonstrate the origination of MA-TAMs from peripheral blood, as well as their potential association with tumor-induced polarization states and immunosuppressive environments. Conclusions: Collectively, our study characterizes the global transcriptional profile of TAMs driving mesenchymal GBM pathogenesis, providing potential therapeutic targets for improving the effectiveness of GBM immunotherapy.
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页数:17
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