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中国生物工程杂志

China Biotechnology
China Biotechnology  2023, Vol. 43 Issue (7): 12-22    DOI: 10.13523/j.cb.2212033
    
Analysis of Protein Methylation Modification of Mouse Pituitary Tumor Cells after Exposure to Cold
Ying XU1,2,Xue WANG2,Qian-qian WANG2,Yun-ping ZHU1,2,**(),Chen-xi JIA2,**()
1 School of Basic Medical Sciences, Anhui Medical University, Hefei 230032, China
2 State Key Laboratory of Proteomics, National Center for Protein Sciences (The PHOENIX Center, Beijing), Beijing Proteome Research Center, Beijing Institute of Lifeomics, Beijing 102206, China
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Abstract  

Objective: To study the changes of protein methylation in mouse pituitary tumor cell (AtT20) after exposure to cold, and to efficiently enrich and ide.pngy the methylated peptide of AtT20 cells. Methods: Trypsin and Peptide-N-Glycosidase F (PNGase F) were used to digest protein at the same time. Methylated peptides were enriched with the tip of hydrophilic interaction liquid chromatography (HILIC). Finally, the methylated peptides were analyzed by mass spectrometry. The PhosphoSitePlus® database was used to find new methylation sites and proteins, and the DAVID database was used to perform GO function enrichment and KEGG pathway enrichment analysis. Finally, the difference analysis was performed on the methylation peptides and methylation sites obtained from the two groups of cells. Results: 55 methylation proteins and 83 methylation sites were ide.pngied, of which 78.3% were unreported. The ide.pngied methylation proteins are mainly distributed in nuclear chromosomes, nucleosomes and nuclei, and they participate in the regulation of gene silencing, RNA splicing, mRNA processing and other biological processes. The enrichment of KEGG pathway indicates that these proteins are related to neutrophil exocytosis, alcoholism and systemic lupus erythematosus. The difference analysis of methylation peptides and methylation sites showed that there were 7 significantly changed methylation peptides and 2 significantly changed sites. Conclusion: The changes of protein methylation in AtT20 cells after short-term exposure to cold are not significant. For the first time, comprehensive ide.pngication of methylated proteins in AtT20 cells was carried out, and several unreported methylated proteins and methylation sites were found,which may provide new insights into the study of AtT20 cells.



Key wordsMouse pituitary tumor cell      Protein methylation      Cold exposure      Mass spectrum     
Received: 23 December 2022      Published: 03 August 2023
ZTFLH:  Q816  
Cite this article:

Ying XU, Xue WANG, Qian-qian WANG, Yun-ping ZHU, Chen-xi JIA. Analysis of Protein Methylation Modification of Mouse Pituitary Tumor Cells after Exposure to Cold. China Biotechnology, 2023, 43(7): 12-22.

URL:

https://manu60.magtech.com.cn/biotech/10.13523/j.cb.2212033     OR     https://manu60.magtech.com.cn/biotech/Y2023/V43/I7/12

Time /min A/% B/% Flow /(nL·min-1)
00:00 97 3 600
01:00 97 3 600
50:00 87 13 600
65:00 75 25 600
66:00 5 95 600
72:00 5 95 600
Table 1 High performance liquid chromatography separation gradients
Fig.1 Experimental work flow chart and data quality control (a) After cold exposure, the cells of the two groups were collected and lysed. The protein in the cell lysate was digested with trypsin. Glycosylated peptides were digested with PNGas F. Then the methylated peptide was enriched with HILIC tip, and the protein methylation was ide.pngied on a large scale by LC-MS/MS (b) Pearson correlation analysis of methylated peptides
Fig.2 Data analysis of overall methylation sites (a) Ratio of methylation modification mode of lysine and arginine (b) Numbers of different methylation forms (c) Number of known and unknown methylated proteins ide.pngied (d) Blue: a known methylation site, gray: an unknown methylation site. The green bar indicates an unknown arginine methylation site, and the light brown bar indicates an unknown lysine methylation site (e) Sequence logo of ide.pngied and lysine (K) methylated sites within -6 to +6 amino acids, generated with WebLogo (f) Sequence logo of ide.pngied arginine (R) methylated sites within -6 to +6 amino acids
Fig.3 Bioinformatics analysis of methylated proteins (a) GO enriches methylated proteins. The filter condition for each annotation is P<0.05 (b) KEGG enrichment of ide.pngied methylated proteins. The filter condition for each pathway is P<0.01 (c) Mapping the methylated proteins onto the protein interaction network using the STRING database. Combine scores > 0.4
Fig.4 Differential analysis of methylated peptides and sites (a) Volcano plot illustrating the difference in abundance levels of methylation peptides. Log2(FoldChange) > 1 and P < 0.05 are the standard values of up-regulation conditions. Log2(FoldChange) < -1 and P<0.05 are the standard values of down-regulation conditions (b) Volcano plot illustrating the difference in abundance levels of methylation sites. The filter conditions are the same as in (a)
[1]   张锴, 李积胜. 寒冷环境对机体的影响及其机制. 国外医学(卫生学分册), 2006, 33(4): 212-215.
[1]   Zhang K, Li J S. Influence of cold environment on organism and its mechanism. Journal of Environmental Hygiene, 2006, 33(4): 212-215.
[2]   Zhang Z, Boelen A, Kalsbeek A, et al. TRH neurons and thyroid hormone coordinate the hypothalamic response to cold. European Thyroid Journal, 2018, 7(6): 279-288.
doi: 10.1159/000493976 pmid: 30574457
[3]   Ishikawa T, Quan L, Li D R, et al. Postmortem biochemistry and immunohistochemistry of adrenocorticotropic hormone with special regard to fatal hypothermia. Forensic Science International, 2008, 179(2-3): 147-151.
doi: 10.1016/j.forsciint.2008.04.023 pmid: 18554831
[4]   Shida A, Ikeda T, Tani N, et al. Cortisol levels after cold exposure are independent of adrenocorticotropic hormone stimulation. PLoS One, 2020, 15(2): e0218910.
doi: 10.1371/journal.pone.0218910
[5]   Wang X Z, Mi S J, Zhao M X, et al. Quantitative analysis of the protein methylome reveals PARP 1 methylation is involved in DNA damage response. Frontiers in Molecular Biosciences, 2022, 9: 878646.
doi: 10.3389/fmolb.2022.878646
[6]   Zhang M, Xu J Y, Hu H, et al. Systematic proteomic analysis of protein methylation in prokaryotes and eukaryotes revealed distinct substrate specificity. Proteomics, 2018, 18(1): 1700300.
doi: 10.1002/pmic.v18.1
[7]   Ma M, Zhao X Y, Chen S, et al. Strategy based on deglycosylation, multiprotease, and hydrophilic interaction chromatography for large-scale profiling of protein methylation. Analytical Chemistry, 2017, 89(23): 12909-12917.
doi: 10.1021/acs.analchem.7b03673 pmid: 29090900
[8]   Afjehi-Sadat L, Garcia B A. Comprehending dynamic protein methylation with mass spectrometry. Current Opinion in Chemical Biology, 2013, 17(1): 12-19.
doi: 10.1016/j.cbpa.2012.12.023 pmid: 23333572
[9]   Aletta J M, Cimato T R, Ettinger M J. Protein methylation: a signal event in post-translational modification. Trends in Biochemical Sciences, 1998, 23(3): 89-91.
pmid: 9581497
[10]   Blanc R S, Richard S. Arginine methylation: the coming of age. Molecular Cell, 2017, 65(1): 8-24.
doi: S1097-2765(16)30711-0 pmid: 28061334
[11]   Dillon S C, Zhang X, Trievel R C, et al. The SET-domain protein superfamily: protein lysine methyltransferases. Genome Biology, 2005, 6(8): 227.
doi: 10.1186/gb-2005-6-8-227 pmid: 16086857
[12]   Black J C, Van Rechem C, Whetstine J R. Histone lysine methylation dynamics: establishment, regulation, and biological impact. Molecular Cell, 2012, 48(4): 491-507.
doi: 10.1016/j.molcel.2012.11.006 pmid: 23200123
[13]   Dai X F, Ren T J, Zhang Y X, et al. Methylation multiplicity and its clinical values in cancer. Expert Reviews in Molecular Medicine, 2021, 23: e2.
doi: 10.1017/erm.2021.4 pmid: 33787478
[14]   Hamamoto R, Nakamura Y. Dysregulation of protein methyltransferases in human cancer: an emerging target class for anticancer therapy. Cancer Science, 2016, 107(4): 377-384.
doi: 10.1111/cas.12884 pmid: 26751963
[15]   Carlson S M, Gozani O. Nonhistone lysine methylation in the regulation of cancer pathways. Cold Spring Harbor Perspectives in Medicine, 2016, 6(11): a026435.
doi: 10.1101/cshperspect.a026435
[16]   Huseby C J, Hoffman C N, Cooper G L, et al. Qua. pngication of tau protein lysine methylation in aging and Alzheimer’s disease. Journal of Alzheimer’s Disease, 2019, 71(3): 979-991.
[17]   Rowe E M, Xing V, Biggar K K. Lysine methylation: implications in neurodegenerative disease. Brain Research, 2019, 1707: 164-171.
doi: S0006-8993(18)30582-1 pmid: 30465751
[18]   Uhlmann T, Geoghegan V L, Thomas B, et al. A method for large-scale ide.pngication of protein arginine methylation. Molecular & Cellular Proteomics, 2012, 11(11): 1489-1499.
doi: 10.1074/mcp.M112.020743
[19]   Jensen P H, Mysling S, Højrup P, et al. Glycopeptide enrichment for MALDI-TOF mass spectrometry analysis by hydrophilic interaction liquid chromatography solid phase extraction (HILIC SPE). Methods in Molecular Biology, 2013, 951: 131-144.
doi: 10.1007/978-1-62703-146-2_10 pmid: 23296529
[20]   Norris G E, Stillman T J, Anderson B F, et al. The three-dimensional structure of PNGase F, a glycosyl asparaginase from Flavobacterium meningosepticum. Structure, 1994, 2(11): 1049-1059.
pmid: 7881905
[21]   Cox J, Mann M. MaxQuant enables high peptide ide.pngication rates, individualized p.p.b.-range mass accuracies and proteome-wide protein qua.pngication. Nature Biotechnology, 2008, 26(12): 1367-1372.
doi: 10.1038/nbt.1511
[22]   Chi H, Liu C, Yang H, et al. Comprehensive ide.pngication of peptides in tandem mass spectra using an efficient open search engine. Nature Biotechnology, 2018, 36(11): 1059-1061.
doi: 10.1038/nbt.4236
[23]   Huang da W, Sherman B T, Lempicki R A. Bioinformatics enrichment tools: paths toward the comprehensive functional analysis of large gene lists. Nucleic Acids Research, 2009, 37(1): 1-13.
doi: 10.1093/nar/gkn923 pmid: 19033363
[24]   Crooks G E, Hon G, Chandonia J M, et al. WebLogo: a sequence logo generator. Genome Research, 2004, 14(6): 1188-1190.
doi: 10.1101/gr.849004 pmid: 15173120
[25]   Ma J, Chen T, Wu S F, et al. iProX: an integrated proteome resource. Nucleic Acids Research, 2019, 47(D1): D1211-D1217.
doi: 10.1093/nar/gky869
[26]   Hornbeck P V, Zhang B, Murray B, et al. PhosphoSitePlus, 2014: mutations, PTMs and recalibrations. Nucleic Acids Research, 2015, 43(D1): D512-D520.
doi: 10.1093/nar/gku1267
[27]   Larsen S C, Sylvestersen K B, Mund A, et al. Proteome-wide analysis of arginine monomethylation reveals widespread occurrence in human cells. Science Signaling, 2016, 9(443): rs9.
[28]   Wesche J, Kühn S, Kessler B M, et al. Protein arginine methylation: a prominent modification and its demethylation. Cellular and Molecular Life Sciences, 2017, 74(18): 3305-3315.
doi: 10.1007/s00018-017-2515-z pmid: 28364192
[29]   Pope A J, Karuppiah K, Cardounel A J. Role of the PRMT-DDAH-ADMA axis in the regulation of endothelial nitric oxide production. Pharmacological Research, 2009, 60(6): 461-465.
doi: 10.1016/j.phrs.2009.07.016 pmid: 19682581
[30]   Rima O, Achim S, Ulrich D, et al. Methylation status and neurodegenerative markers in Parkinson disease. Clinical Chemistry, 2009, 55(10): 1852-1860.
doi: 10.1373/clinchem.2009.125021 pmid: 19679632
[31]   Arrowsmith C H, Bountra C, Fish P V, et al. Epigenetic protein families: a new frontier for drug discovery. Nature Reviews Drug Discovery, 2012, 11(5): 384-400.
doi: 10.1038/nrd3674 pmid: 22498752
[32]   Boersema P J, Mohammed S, Heck A J R. Hydrophilic interaction liquid chromatography (HILIC) in proteomics. Analytical and Bioanalytical Chemistry, 2008, 391(1): 151-159.
doi: 10.1007/s00216-008-1865-7 pmid: 18264818
[33]   West L E, Gozani O. Regulation of p53 function by lysine methylation. Epigenomics, 2011, 3(3): 361-369.
doi: 10.2217/EPI.11.21 pmid: 21826189
[34]   Vallianatos C N, Iwase S. Disrupted intricacy of histone H3K4 methylation in neurodevelopmental disorders. Epigenomics, 2015, 7(3): 503-519.
doi: 10.2217/epi.15.1 pmid: 26077434
[35]   Cao R, Wang L J, Wang H B, et al. Role of histone H lysine 27 methylation in polycomb-group silencing. Science, 2002, 298(5595): 1039-1043.
doi: 10.1126/science.1076997 pmid: 12351676
[36]   DiFiore J V, Ptacek T S, Wang Y, et al. Unique and shared roles for histone H3K 36 methylation states in transcription regulation functions. Cell Reports, 2020, 31(10): 107751.
doi: 10.1016/j.celrep.2020.107751
[37]   Zhao W, Neyt P, Van Lijsebettens M, et al. Interactive and noninteractive roles of histone H2B monoubiquitination and H3K 36 methylation in the regulation of active gene transcription and control of plant growth and development. The New Phytologist, 2019, 221(2): 1101-1116.
doi: 10.1111/nph.2019.221.issue-2
[38]   Wang K Y, Zhou Y J, Liu H W, et al. Proteomic analysis of protein methylation in the yeast Saccharomyces cerevisiae. Journal of Proteomics, 2015, 114: 226-233.
doi: 10.1016/j.jprot.2014.07.032
[39]   Tripodi A, Ammollo C T, Semeraro F, et al. Hypercoagulability in patients with Cushing disease detected by thrombin generation assay is associated with increased levels of neutrophil extracellular trap-related factors. Endocrine, 2017, 56(2): 298-307.
doi: 10.1007/s12020-016-1027-1 pmid: 27448294
[40]   Harris-Jones J N. The role of ACTH and cortisone in the treatment of systemic lupus erythematosus. Postgraduate Medical Journal, 1956, 32(365): 145-149.
doi: 10.1136/pgmj.32.365.145
[41]   Slominski R M, Tuckey R C, Manna P R, et al. Extra-adrenal glucocorticoid biosynthesis: implications for autoimmune and inflammatory disorders. Genes and Immunity, 2020, 21(3): 150-168.
doi: 10.1038/s41435-020-0096-6 pmid: 32203088
[42]   Rivier C. Alcohol stimulates ACTH secretion in the rat: mechanisms of action and interactions with other stimuli. Alcoholism: Clinical and Experimental Research, 1996, 20(2): 240-254.
doi: 10.1111/acer.1996.20.issue-2
[43]   Vernikos J, Dallman M F, Bonner C, et al. Pituitary-adrenal function in rats chronically exposed to cold. Endocrinology, 1982, 110(2): 413-420.
pmid: 6276134
[44]   Sasaki F, Wu P, Rougeau D, et al. Cytochemical studies of responses of corticotropes and thyrotropes to cold and novel environment stress. Endocrinology, 1990, 127(1): 285-297.
pmid: 2163313
[45]   Senovilla L, Núñez L, Villalobos C, et al. Rapid changes in anterior pituitary cell phenotypes in male and female mice after acute cold stress. Endocrinology, 2008, 149(5): 2159-2167.
doi: 10.1210/en.2007-1030 pmid: 18202140
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