Single-nuclei and bulk-tissue gene-expression analysis of pheochromocytoma and paraganglioma links disease subtypes with tumor microenvironment

被引:29
|
作者
Zethoven, Magnus [1 ]
Martelotto, Luciano [2 ,3 ]
Pattison, Andrew [2 ,3 ]
Bowen, Blake [2 ,3 ]
Balachander, Shiva [2 ,3 ]
Flynn, Aidan [2 ,3 ]
Rossello, Fernando J. [2 ,3 ]
Hogg, Annette [1 ]
Miller, Julie A. [4 ,5 ]
Frysak, Zdenek [6 ,7 ]
Grimmond, Sean [2 ,3 ]
Fishbein, Lauren [8 ]
Tischler, Arthur S. [9 ]
Gill, Anthony J. [10 ,11 ,12 ]
Hicks, Rodney J. [1 ]
Dahia, Patricia L. M. [13 ]
Clifton-Bligh, Roderick [10 ,11 ]
Pacak, Karel [14 ]
Tothill, Richard W. [2 ,3 ,15 ]
机构
[1] Peter MacCallum Canc Ctr, Melbourne, Vic, Australia
[2] Univ Melbourne, Ctr Canc Res, Melbourne, Vic, Australia
[3] Univ Melbourne, Dept Clin Pathol, Melbourne, Vic, Australia
[4] Royal Melbourne Hosp, Dept Surg, Parkville, Vic, Australia
[5] Epworth Med Fdn, Dept Surg, Richmond, Vic, Australia
[6] Palacky Univ Olomouc, Fac Med & Dent, Dept Internal Med Nephrol Rheumatol & Endocrinol, Olomouc, Czech Republic
[7] Univ Hosp Olomouc, Olomouc, Czech Republic
[8] Univ Colorado, Dept Med, Div Endocrinol Metab Diabet, Aurora, CO USA
[9] Tufts Med Ctr, Boston, MA 02111 USA
[10] Univ Sydney, Sydney Med Sch, Sydney, NSW, Australia
[11] Royal North Shore Hosp, Kolling Inst Med Res, Sydney, NSW, Australia
[12] NSW Hlth Pathol, Royal North Shore Hosp, Dept Anat Pathol, Sydney, NSW, Australia
[13] UTHSCSA, Mays Canc Ctr, Dept Med, Div Hematol & Med Oncol, San Antonio, TX USA
[14] Eunice Kennedy Shriver Natl Inst Child Hlth & Hum, Bethesda, MD USA
[15] Univ Melbourne, Sir Peter MacCallum Dept Oncol, Melbourne, Vic, Australia
关键词
METASTATIC PHEOCHROMOCYTOMAS; GERMLINE MUTATIONS; HYPOXIA; PROTEIN; SDHB; ANGIOGENESIS; HEREDITARY; HIF1-ALPHA; SIGNATURES; LANDSCAPE;
D O I
10.1038/s41467-022-34011-3
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
Pheochromocytomas (PC) and paragangliomas (PG) are rare neuroendocrine tumors associated with autonomic nerves. Here we use single-nuclei RNA-seq and bulk-tissue gene-expression data to characterize the cellular composition of PCPG and normal adrenal tissues, refine tumor gene-expression subtypes and make clinical and genotypic associations. We confirm seven PCPG gene-expression subtypes with significant genotype and clinical associations. Tumors with mutations in VHL, SDH-encoding genes (SDHx) or MAML3-fusions are characterized by hypoxia-inducible factor signaling and neoangiogenesis. PCPG have few infiltrating lymphocytes but abundant macrophages. While neoplastic cells transcriptionally resemble mature chromaffin cells, early chromaffin and neuroblast markers are also features of some PCPG subtypes. The gene-expression profile of metastatic SDHx-related PCPG indicates these tumors have elevated cellular proliferation and a lower number of non-neoplastic Schwann-cell-like cells, while GPR139 is a potential theranostic target. Our findings therefore clarify the diverse transcriptional programs and cellular composition of PCPG and identify biomarkers of potential clinical significance. Pheochromocytomas and paragangliomas (PCPG) are rare neuroendocrine tumours. Here, the authors use single-nuclei and bulk-tissue RNA-seq to characterise PCPG tumours and their microenvironments and reveal molecular subtypes as well as expression patterns associated with metastasis.
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页数:18
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