Deep proteome investigation of high-grade gliomas reveals heterogeneity driving differential metabolism of 5-aminolevulinic acid

被引:3
作者
Ghantasala, Saicharan [1 ]
Bhat, Amruth [2 ]
Agarwal, Unnati [3 ]
Biswas, Deeptarup [4 ]
Bhattarai, Prawesh [5 ]
Epari, Sridhar [6 ,7 ]
Moiyadi, Aliasgar [7 ,8 ]
Srivastava, Sanjeeva [4 ]
机构
[1] Indian Inst Technol, Ctr Res Nano Technol & Sci, Mumbai, India
[2] Indian Inst Sci, Ctr Biosyst Sci & Engn, Bengaluru, India
[3] Lovely Profess Univ, Sch Bioengn & Biosci, Dept Biotechnol, Phagwara, India
[4] Indian Inst Technol, Dept Biosci & Bioengn, Mumbai 400076, India
[5] Vellore Inst Technol, Sch Biosci & Technol, Vellore, India
[6] Tata Mem Hosp, Adv Ctr Treatment Res & Educ Canc, Dept Pathol, Navi Mumbai, India
[7] Homi Bhabha Natl Inst, Mumbai, India
[8] Tata Mem Hosp, Adv Ctr Treatment Res & Educ Canc, Dept Neurosurg, Navi Mumbai, India
关键词
5-ALA; deep proteome; GSEA; heme biosynthesis; HR LC-MS; FLUORESCENCE; GLIOBLASTOMA; EXPRESSION; RESECTION; SURGERY; EXTENT;
D O I
10.1093/noajnl/vdad065
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Fluorescence-guided surgery (FGS) using 5-aminolevulinic acid (5-ALA) as adjunct for high-grade gliomas (HGGs) has been on the rise in recent years. Despite being largely effective, we observed multiple histologically similar sub-regions of the same tumor from a few individuals with varying protoporphyrin IX (PpIX) levels. The current study aims at understanding the proteomic changes driving differential metabolism of 5-ALA in HGGs. Methods Biopsies were histologically and biochemically assayed. Following this, a deep proteomics investigation was carried out using high resolution liquid chromatography-mass spectrometry (HR LC-MS) to identify protein expression in differentially fluorescing regions of HGGs. Results Our analysis identified 5437 proteins with high confidence. Differential analysis in the subgroup with HGGs carrying IDH mutation (IDH mt.) revealed 93 differentially regulated proteins (raw p-value & LE; 0.05 and absolute FC & GE; 1.5). Similar analysis in the IDH wild type (IDH wt.) subgroup revealed 20 differentially regulated proteins. Gene set enrichment analysis (GSEA) identified key pathways like ion channel transport, trafficking of AMPA receptors, and regulation of heme-oxygenase-1 in the IDH wt. subgroup. Pathways such as scavenging of heme, signaling by NOTCH4, negative regulation of PI3-AKT pathway, and iron uptake and transport were observed to be differentially regulated in the IDH mt. subgroup. Conclusions Tumor regions from the same patient exhibiting differential fluorescence following 5-ALA administration were observed to have different proteome profiles. Future studies aimed at a better molecular understanding of 5-ALA metabolism in HGGs hold the potential to increase the efficacy of FGS and the use of 5-ALA as a theragnostic tool.
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页数:10
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共 28 条
[1]   Challenges to curing primary brain tumours [J].
Aldape, Kenneth ;
Brindle, Kevin M. ;
Chesler, Louis ;
Chopra, Rajesh ;
Gajjar, Amar ;
Gilbert, Mark R. ;
Gottardo, Nicholas ;
Gutmann, David H. ;
Hargrave, Darren ;
Holland, Eric C. ;
Jones, David T. W. ;
Joyce, Johanna A. ;
Kearns, Pamela ;
Kieran, Mark W. ;
Mellinghoff, Ingo K. ;
Merchant, Melinda ;
Pfister, Stefan M. ;
Pollard, Steven M. ;
Ramaswamy, Vijay ;
Rich, Jeremy N. ;
Robinson, Giles W. ;
Rowitch, David H. ;
Sampson, John H. ;
Taylor, Michael D. ;
Workman, Paul ;
Gilbertson, Richard J. .
NATURE REVIEWS CLINICAL ONCOLOGY, 2019, 16 (08) :509-520
[2]   Characterizing the heterogeneity in 5-aminolevulinic acid-induced fluorescence in glioblastoma [J].
Bonnin, Damian A. Almiron ;
Havrda, Matthew C. ;
Lee, Myung Chang ;
Evans, Linton ;
Ran, Cong ;
Qian, David C. ;
Harrington, Lia X. ;
Valdes, Pablo A. ;
Cheng, Chao ;
Amos, Chris I. ;
Harris, Brent T. ;
Paulsen, Keith D. ;
Roberts, David W. ;
Israel, Mark A. .
JOURNAL OF NEUROSURGERY, 2020, 132 (06) :1706-1714
[3]   Association of the Extent of Resection With Survival in Glioblastoma A Systematic Review and Meta-analysis [J].
Brown, Timothy J. ;
Brennan, Matthew C. ;
Li, Michael ;
Church, Ephraim W. ;
Brandmeir, Nicholas J. ;
Rakszawski, Kevin L. ;
Patel, Akshal S. ;
Rizk, Elias B. ;
Suki, Dima ;
Sawaya, Raymond ;
Glantz, Michael .
JAMA ONCOLOGY, 2016, 2 (11) :1460-1469
[4]   5-Aminolevulinic Acid Fluorescence in High Grade Glioma Surgery: Surgical Outcome, Intraoperative Findings, and Fluorescence Patterns [J].
Della Puppa, Alessandro ;
Ciccarino, Pietro ;
Lombardi, Giuseppe ;
Rolma, Giuseppe ;
Cecchin, Diego ;
Rossetto, Marta .
BIOMED RESEARCH INTERNATIONAL, 2014, 2014
[5]   Surgery guided by 5-aminolevulinic fluorescence in glioblastoma: volumetric analysis of extent of resection in single-center experience [J].
Diez Valle, Ricardo ;
Tejada Solis, Sonia ;
Idoate Gastearena, Miguel Angel ;
Garcia de Eulate, Reyes ;
Dominguez Echavarri, Pablo ;
Aristu Mendiroz, Javier .
JOURNAL OF NEURO-ONCOLOGY, 2011, 102 (01) :105-113
[6]   Epithelial growth factor receptor expression influences 5-ALA induced glioblastoma fluorescence [J].
Fontana, Andrea O. ;
Piffaretti, Deborah ;
Marchi, Francesco ;
Burgio, Floriana ;
Faia-Torres, Ana Bela ;
Paganetti, Paolo ;
Pinton, Sandra ;
Pieles, Uwe ;
Reinert, Michael .
JOURNAL OF NEURO-ONCOLOGY, 2017, 133 (03) :497-507
[7]   Survival Outcomes Among Patients With High-Grade Glioma Treated With 5-Aminolevulinic Acid-Guided Surgery: A Systematic Review and Meta-Analysis [J].
Gandhi, Sirin ;
Meybodi, Ali Tayebi ;
Belykh, Evgenii ;
Cavallo, Claudio ;
Zhao, Xiaochun ;
Syed, Masood Pasha ;
Moreira, Leandro Borba ;
Lawton, Michael T. ;
Nakaji, Peter ;
Preul, Mark C. .
FRONTIERS IN ONCOLOGY, 2019, 9
[8]   Novel targetable FGFR2 and FGFR3 alterations in glioblastoma associate with aggressive phenotype and distinct gene expression programs [J].
Georgescu, Maria-Magdalena ;
Islam, Mohammad Zahidul ;
Li, Yan ;
Traylor, James ;
Nanda, Anil .
ACTA NEUROPATHOLOGICA COMMUNICATIONS, 2021, 9 (01)
[9]   Pivotal roles of peptide transporter PEPT1 and ATP-binding cassette (ABC) transporter ABCG2 in 5-aminolevulinic acid (ALA)-based photocytotoxicity of gastric cancer cells in vitro [J].
Hagiya, Yuichiro ;
Endo, Yoshio ;
Yonemura, Yutaka ;
Takahashi, Kiwamu ;
Ishizuka, Masahiro ;
Abe, Fuminori ;
Tanaka, Tohru ;
Okura, Ichiro ;
Nakajima, Motowo ;
Ishikawa, Toshihisa ;
Ogura, Shun-ichiro .
PHOTODIAGNOSIS AND PHOTODYNAMIC THERAPY, 2012, 9 (03) :204-214
[10]   Novel development of 5-aminolevurinic acid (ALA) in cancer diagnoses and therapy [J].
Ishizuka, Masahiro ;
Abe, Fuminori ;
Sano, Yuki ;
Takahashi, Kiwamu ;
Inoue, Katsushi ;
Nakajima, Motowo ;
Kohda, Takeo ;
Komatsu, Naoki ;
Ogura, Shun-ichiro ;
Tanaka, Tohru .
INTERNATIONAL IMMUNOPHARMACOLOGY, 2011, 11 (03) :358-365