Abstract
Two-dimensional difference gel electrophoresis (2D-DIGE) is an elegant gel electrophoretic analytical tool for comparative protein assessment. It is based on two-dimensional gel electrophoresis (2D-GE) separation of fluorescently labeled protein extracts. The tagging procedures are designed to not interfere with the chemical properties of proteins with respect to their pI and electrophoretic mobility, once a proper labeling protocol is followed. The use of an internal pooled standard makes 2D-DIGE a highly accurate quantitative method enabling multiple protein samples to be separated on the same two-dimensional gel. Technical limitations of this technique (i.e., underrating of low abundant, high molecular mass and integral membrane proteins) are counterbalanced by the incomparable separation power which allows proteoforms and unknown PTM (posttranslational modification) identification. Moreover, the image matching and cross-gel statistical analysis generates robust quantitative results making data validation by independent technologies successful.
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References
Lee JM, Kohn EC (2010) Proteomics as a guiding tool for more effective personalized therapy. Annals of oncology : official journal of the European Society for. Med Oncol 21(Suppl 7):vii205–210. https://doi.org/10.1093/annonc/mdq375
Pal R, Alves G, Larsen JP, Moller SG (2014) New insight into neurodegeneration: the role of proteomics. Mol Neurobiol 49(3):1181–1199. https://doi.org/10.1007/s12035-013-8590-8
Huang Z, Ma L, Huang C, Li Q, Nice EC (2016) Proteomic profiling of human plasma for cancer biomarker discovery. Proteomics. https://doi.org/10.1002/pmic.201600240
Kim EY, Kim WK, Oh KJ, Han BS, Lee SC, Bae KH (2015) Recent advances in proteomic studies of adipose tissues and adipocytes. Int J Mol Sci 16(3):4581–4599. https://doi.org/10.3390/ijms16034581
Pagel O, Loroch S, Sickmann A, Zahedi RP (2015) Current strategies and findings in clinically relevant post-translational modification-specific proteomics. Expert Rev Proteomics 12(3):235–253. https://doi.org/10.1586/14789450.2015.1042867
Sivagnanam A, Shyamsundar V, Kesavan P, Krishnamurthy A, Thangaraj SV, Venugopal DC, Kasirajan H, Ramani P, Sarma VR, Ramshankar V (2022) 2D-DIGE-based proteomic profiling with validations identifies Vimentin as a secretory biomarker useful for early detection and poor prognosis in oral cancers. J Oncol 2022:4215097. https://doi.org/10.1155/2022/4215097
Mujammami M, Rafiullah M, Alfadda AA, Akkour K, Alanazi IO, Masood A, Musambil M, Alhalal H, Arafah M, Rahman AMA, Benabdelkamel H (2022) Proteomic analysis of endometrial cancer tissues from patients with type 2 diabetes mellitus. Life (Basel) 12(4). https://doi.org/10.3390/life12040491
Ciregia F, Cetani F, Pardi E, Soggiu A, Piras C, Zallocco L, Borsari S, Ronci M, Caruso V, Marcocci C, Mazzoni MR, Lucacchini A, Giusti L (2021) Parathyroid carcinoma and adenoma co-existing in one patient: case report and comparative proteomic analysis. Cancer Genomics Proteomics 18(6):781–796. https://doi.org/10.21873/cgp.20297
Ye G, Yang Q, Lei X, Zhu X, Li F, He J, Chen H, Ling R, Zhang H, Lin T, Liang Z, Liang Y, Huang H, Guo W, Deng H, Liu H, Hu Y, Yu J, Li G (2020) Nuclear MYH9-induced CTNNB1 transcription, targeted by staurosporin, promotes gastric cancer cell anoikis resistance and metastasis. Theranostics 10(17):7545–7560. https://doi.org/10.7150/thno.46001
Celsi F, Monasta L, Arrigoni G, Battisti I, Licastro D, Aloisio M, Di Lorenzo G, Romano F, Ricci G, Ura B (2022) Gel-based proteomic identification of suprabasin as a potential new candidate biomarker in endometrial cancer. Int J Mol Sci 23(4). https://doi.org/10.3390/ijms23042076
Nedjadi T, Albarakati N, Benabdelkamel H, Masood A, Alfadda AA, Al-Maghrabi J (2021) Proteomic profiling of plasma-derived biomarkers in patients with bladder cancer: a step towards clinical translation. Life (Basel) 11(12). https://doi.org/10.3390/life11121294
Ura B, Biffi S, Monasta L, Arrigoni G, Battisti I, Di Lorenzo G, Romano F, Aloisio M, Celsi F, Addobbati R, Valle F, Rampazzo E, Brucale M, Ridolfi A, Licastro D, Ricci G (2021) Two dimensional-difference in gel electrophoresis (2D-DIGE) proteomic approach for the identification of biomarkers in endometrial cancer serum. Cancers 13(14). https://doi.org/10.3390/cancers13143639
Nedjadi T, Benabdelkamal H, Albarakati N, Masood A, Al-Sayyad A, Alfadda AA, Alanazi IO, Al-Ammari A, Al-Maghrabi J (2020) Circulating proteomic signature for detection of biomarkers in bladder cancer patients. Sci Rep 10(1):10999. https://doi.org/10.1038/s41598-020-67929-z
Repetto O, Lovisa F, Elia C, Enderle D, Romanato F, Buffardi S, Sala A, Pillon M, Steffan A, Burnelli R, Mussolin L, Mascarin M, De Re V (2021) Proteomic exploration of plasma exosomes and other small extracellular vesicles in Pediatric Hodgkin lymphoma: a potential source of biomarkers for relapse occurrence. Diagnostics (Basel) 11(6). https://doi.org/10.3390/diagnostics11060917
Insenser M, Vilarrasa N, Vendrell J, Escobar-Morreale HF (2021) Remission of diabetes following bariatric surgery: plasma proteomic profiles. J Clin Med 10(17). https://doi.org/10.3390/jcm10173879
Gu D, Chen Y, Masucci M, Xiong C, Zou H, Holthofer H (2020) Potential urine biomarkers for the diagnosis of prediabetes and early diabetic nephropathy based on ISN CKHDP program. Clin Nephrol 93(1):129–133. https://doi.org/10.5414/CNP92S123
Benabdelkamel H, Masood A, Okla M, Al-Naami MY, Alfadda AA (2019) A proteomics-based approach reveals differential regulation of urine proteins between metabolically healthy and unhealthy obese patients. Int J Mol Sci 20(19). https://doi.org/10.3390/ijms20194905
Barrachina MN, Sueiro AM, Izquierdo I, Hermida-Nogueira L, Guitian E, Casanueva FF, Farndale RW, Moroi M, Jung SM, Pardo M, Garcia A (2019) GPVI surface expression and signalling pathway activation are increased in platelets from obese patients: elucidating potential anti-atherothrombotic targets in obesity. Atherosclerosis 281:62–70. https://doi.org/10.1016/j.atherosclerosis.2018.12.023
Zhang X, Yu W, Cao X, Wang Y, Zhu C, Guan J (2022) Identification of serum biomarkers in patients with Alzheimer's disease by 2D-DIGE proteomics. Gerontology:1–13. https://doi.org/10.1159/000520961
Rehiman SH, Lim SM, Lim FT, Chin AV, Tan MP, Kamaruzzaman SB, Ramasamy K, Abdul Majeed AB (2020) Fibrinogen isoforms as potential blood-based biomarkers of Alzheimer's disease using a proteomics approach. Int J Neurosci:1–12. https://doi.org/10.1080/00207454.2020.1860038
Pathak D, Srivastava AK, Padma MV, Gulati S, Rajeswari MR (2019) Quantitative proteomic and network analysis of differentially expressed proteins in PBMC of Friedreich's Ataxia (FRDA) patients. Front Neurosci 13:1054. https://doi.org/10.3389/fnins.2019.01054
Gupta AK, Kumar GK, Rani K, Pokhriyal R, Khan MI, Kumar DR, Goyal V, Tripathi M, Gupta R, Chadda RK, Vanamail P, Mohanty AK, Hariprasad G (2019) 2D-DIGE as a strategy to identify serum protein biomarkers to monitor pharmacological efficacy in dopamine-dictated states of Parkinson's disease and schizophrenia. Neuropsychiatr Dis Treat 15:1031–1044. https://doi.org/10.2147/NDT.S198559
Teixeira PC, Ducret A, Langen H, Nogoceke E, Santos RHB, Silva Nunes JP, Benvenuti L, Levy D, Bydlowski SP, Bocchi EA, Kuramoto Takara A, Fiorelli AI, Stolf NA, Pomeranzeff P, Chevillard C, Kalil J, Cunha-Neto E (2021) Impairment of multiple mitochondrial energy metabolism pathways in the heart of Chagas disease cardiomyopathy patients. Front Immunol 12:755782. https://doi.org/10.3389/fimmu.2021.755782
Moriggi M, Capitanio D, Torretta E, Barbacini P, Bragato C, Sartori P, Moggio M, Maggi L, Mora M, Gelfi C (2021) Muscle proteomic profile before and after enzyme replacement therapy in late-onset pompe disease. Int J Mol Sci 22(6). https://doi.org/10.3390/ijms22062850
Capitanio D, Moriggi M, Torretta E, Barbacini P, De Palma S, Vigano A, Lochmuller H, Muntoni F, Ferlini A, Mora M, Gelfi C (2020) Comparative proteomic analyses of Duchenne muscular dystrophy and Becker muscular dystrophy muscles: changes contributing to preserve muscle function in Becker muscular dystrophy patients. J Cachexia Sarcopenia Muscle 11(2):547–563. https://doi.org/10.1002/jcsm.12527
Liu H, Zhang J, Zhou P, Sun H, Katsarou M, Drakoulis N (2019) Exploration of vascular adhesion protein-1 expression in patients with conjunctivitis associated systemic lupus erythematosus using 2D-DIGE. Exp Ther Med 18(6):5072–5077. https://doi.org/10.3892/etm.2019.8009
Qiao L, Deng C, Wang Q, Zhang W, Fei Y, Xu Y, Zhao Y, Li Y (2019) Serum Clusterin and complement factor H may be biomarkers differentiate primary Sjogren's syndrome with and without Neuromyelitis Optica spectrum disorder. Front Immunol 10:2527. https://doi.org/10.3389/fimmu.2019.02527
Kirectepe Aydin A, Ozguler Y, Ucar D, Kasap M, Akpinar G, Seyahi E, Tahir Turanli E (2020) Peripheral blood mononuclear cell proteome profile in Behcet's syndrome. Rheumatol Int 40(1):65–74. https://doi.org/10.1007/s00296-019-04417-2
Tsuno H, Arito M, Suematsu N, Sato T, Hashimoto A, Matsui T, Omoteyama K, Sato M, Okamoto K, Tohma S, Kurokawa MS, Kato T (2018) A proteomic analysis of serum-derived exosomes in rheumatoid arthritis. BMC Rheumatol 2:35. https://doi.org/10.1186/s41927-018-0041-8
Unlu M, Morgan ME, Minden JS (1997) Difference gel electrophoresis: a single gel method for detecting changes in protein extracts. Electrophoresis 18(11):2071–2077. https://doi.org/10.1002/elps.1150181133
Garrels JI (1979) Two dimensional gel electrophoresis and computer analysis of proteins synthesized by clonal cell lines. J Biol Chem 254(16):7961–7977
Klose J (1975) Protein mapping by combined isoelectric focusing and electrophoresis of mouse tissues. A novel approach to testing for induced point mutations in mammals. Humangenetik 26(3):231–243
O'Farrell PH (1975) High resolution two-dimensional electrophoresis of proteins. J Biol Chem 250(10):4007–4021
Capitanio D, Moriggi M, Barbacini P, Torretta E, Moroni I, Blasevich F, Morandi L, Mora M, Gelfi C (2022) Molecular fingerprint of BMD patients lacking a portion in the rod domain of dystrophin. Int J Mol Sci 23(5). https://doi.org/10.3390/ijms23052624
Blundon MA, Schlesinger DR, Parthasarathy A, Smith SL, Kolev HM, Vinson DA, Kunttas-Tatli E, McCartney BM, Minden JS (2016) Proteomic analysis reveals APC-dependent post-translational modifications and identifies a novel regulator of beta-catenin. Development 143(14):2629–2640. https://doi.org/10.1242/dev.130567
Burnham-Marusich AR, Plechaty AM, Berninsone PM (2014) Size-matched alkyne-conjugated cyanine fluorophores to identify differences in protein glycosylation. Electrophoresis 35(18):2621–2625. https://doi.org/10.1002/elps.201400241
Qu Z, Meng F, Zhou H, Li J, Wang Q, Wei F, Cheng J, Greenlief CM, Lubahn DB, Sun GY, Liu S, Gu Z (2014) NitroDIGE analysis reveals inhibition of protein S-nitrosylation by epigallocatechin gallates in lipopolysaccharide-stimulated microglial cells. J Neuroinflammation 11:17. https://doi.org/10.1186/1742-2094-11-17
Albrethsen J, Miller LM, Novikoff PM, Angeletti RH (2011) Gel-based proteomics of liver cancer progression in rat. Biochim Biophys Acta 1814(10):1367–1376. https://doi.org/10.1016/j.bbapap.2011.05.018
Capitanio D, Barbacini P, Arosio B, Guerini FR, Torretta E, Trecate F, Cesari M, Mari D, Clerici M, Gelfi C (2020) Can serum Nitrosoproteome predict longevity of aged women? Int J Mol Sci 21(23). https://doi.org/10.3390/ijms21239009
Gharbi S, Gaffney P, Yang A, Zvelebil MJ, Cramer R, Waterfield MD, Timms JF (2002) Evaluation of two-dimensional differential gel electrophoresis for proteomic expression analysis of a model breast cancer cell system. Mol Cell Proteomics 1(2):91–98
Zhou G, Li H, DeCamp D, Chen S, Shu H, Gong Y, Flaig M, Gillespie JW, Hu N, Taylor PR, Emmert-Buck MR, Liotta LA, Petricoin EF 3rd, Zhao Y (2002) 2D differential in-gel electrophoresis for the identification of esophageal scans cell cancer-specific protein markers. Mol Cell Proteomics 1(2):117–124
Swatton JE, Prabakaran S, Karp NA, Lilley KS, Bahn S (2004) Protein profiling of human postmortem brain using 2-dimensional fluorescence difference gel electrophoresis (2-D DIGE). Mol Psychiatry 9(2):128–143. https://doi.org/10.1038/sj.mp.4001475
Alban A, David SO, Bjorkesten L, Andersson C, Sloge E, Lewis S, Currie I (2003) A novel experimental design for comparative two-dimensional gel analysis: two-dimensional difference gel electrophoresis incorporating a pooled internal standard. Proteomics 3(1):36–44. https://doi.org/10.1002/pmic.200390006
Knowles MR, Cervino S, Skynner HA, Hunt SP, de Felipe C, Salim K, Meneses-Lorente G, McAllister G, Guest PC (2003) Multiplex proteomic analysis by two-dimensional differential in-gel electrophoresis. Proteomics 3(7):1162–1171. https://doi.org/10.1002/pmic.200300437
Marouga R, David S, Hawkins E (2005) The development of the DIGE system: 2D fluorescence difference gel analysis technology. Anal Bioanal Chem 382(3):669–678. https://doi.org/10.1007/s00216-005-3126-3
Rabilloud T, Chevallet M, Luche S, Lelong C (2010) Two-dimensional gel electrophoresis in proteomics: past, present and future. J Proteome 73(11):2064–2077. https://doi.org/10.1016/j.jprot.2010.05.016
Gorg A, Weiss W, Dunn MJ (2004) Current two-dimensional electrophoresis technology for proteomics. Proteomics 4(12):3665–3685. https://doi.org/10.1002/pmic.200401031
Righetti PG, Gelfi C, Chiari M (1996) Isoelectric focusing in immobilized pH gradients. Methods Enzymol 270:235–255
Righetti PG, Gelfi C (1997) Electrophoresis gel media: the state of the art. J Chromatogr B Biomed Sci Appl 699(1–2):63–75
Yan JX, Devenish AT, Wait R, Stone T, Lewis S, Fowler S (2002) Fluorescence two-dimensional difference gel electrophoresis and mass spectrometry based proteomic analysis of Escherichia coli. Proteomics 2(12):1682–1698. https://doi.org/10.1002/1615-9861(200212)2:12<1682::AID-PROT1682>3.0.CO;2-Y
Dominguez-Santos R, Kosalkova K, Garcia-Estrada C, Barreiro C, Ibanez A, Morales A, Martin JF (2017) Casein phosphopeptides and CaCl2 increase penicillin production and cause an increment in microbody/peroxisome proteins in Penicillium chrysogenum. J Proteome. https://doi.org/10.1016/j.jprot.2016.12.021
Dautel F, Kalkhof S, Trump S, Michaelson J, Beyer A, Lehmann I, von Bergen M (2011) DIGE-based protein expression analysis of B[a]P-exposed hepatoma cells reveals a complex stress response including alterations in oxidative stress, cell cycle control, and cytoskeleton motility at toxic and subacute concentrations. J Proteome Res 10(2):379–393. https://doi.org/10.1021/pr100723d
Lim LC, Looi ML, Zakaria SZ, Sagap I, Rose IM, Chin SF, Jamal R (2016) Identification of differentially expressed proteins in the serum of colorectal cancer patients using 2D-DIGE proteomics analysis. Pathol Oncol Res 22(1):169–177. https://doi.org/10.1007/s12253-015-9991-y
Friedman DB, Hill S, Keller JW, Merchant NB, Levy SE, Coffey RJ, Caprioli RM (2004) Proteome analysis of human colon cancer by two-dimensional difference gel electrophoresis and mass spectrometry. Proteomics 4(3):793–811. https://doi.org/10.1002/pmic.200300635
Gade D, Thiermann J, Markowsky D, Rabus R (2003) Evaluation of two-dimensional difference gel electrophoresis for protein profiling. Soluble proteins of the marine bacterium Pirellula sp. strain 1. J Mol Microbiol Biotechnol 5(4):240–251. https://doi.org/10.1159/000071076
Bollag D, Edelstein SJ (1991) Protein extraction. In: Wiley-Liss N (ed) Protein methods
Scopes R (1987) Making an extract. In: Springer Verlag N (ed) Protein purification: principles and practice, 2nd edn
Pennington SR, Wilkins MR, Hochstrasser DF, Dunn MJ (1997) Proteome analysis: from protein characterization to biological function. Trends Cell Biol 7(4):168–173. https://doi.org/10.1016/S0962-8924(97)01033-7
Lenstra JA, Bloemendal H (1983) Topography of the total protein population from cultured cells upon fractionation by chemical extractions. Eur J Biochem 135(3):413–423
Toda T, Ishijima Y, Matsushita H, Yoshida M, Kimura N (1994) Detection of thymopoietin-responsive proteins in nude mouse spleen cells by two-dimensional polyacrylamide gel electrophoresis and image processing. Electrophoresis 15(7):984–987
Cull M, McHenry CS (1990) Preparation of extracts from prokaryotes. Methods Enzymol 182:147–153
Jazwinski SM (1990) Preparation of extracts from yeast. Methods Enzymol 182:154–174
Kawaguchi S, Kuramitsu S (1995) Separation of heat-stable proteins from Thermus thermophilus HB8 by two-dimensional electrophoresis. Electrophoresis 16(6):1060–1066
Teixeira-Gomes AP, Cloeckaert A, Bezard G, Dubray G, Zygmunt MS (1997) Mapping and identification of Brucella melitensis proteins by two-dimensional electrophoresis and microsequencing. Electrophoresis 18(1):156–162. https://doi.org/10.1002/elps.1150180128
Gorg A, Boguth G, Obermaier C, Posch A, Weiss W (1995) Two-dimensional polyacrylamide gel electrophoresis with immobilized pH gradients in the first dimension (IPG-Dalt): the state of the art and the controversy of vertical versus horizontal systems. Electrophoresis 16(7):1079–1086
Gorg A, Postel W, Domscheit A, Gunther S (1988) Two-dimensional electrophoresis with immobilized pH gradients of leaf proteins from barley (Hordeum vulgare): method, reproducibility and genetic aspects. Electrophoresis 9(11):681–692. https://doi.org/10.1002/elps.1150091103
Gorg A, Postel W, Gunther S (1988) The current state of two-dimensional electrophoresis with immobilized pH gradients. Electrophoresis 9(9):531–546. https://doi.org/10.1002/elps.1150090913
Dignam JD (1990) Preparation of extracts from higher eukaryotes. Methods Enzymol 182:194–203
Blomberg A, Blomberg L, Norbeck J, Fey SJ, Larsen PM, Larsen M, Roepstorff P, Degand H, Boutry M, Posch A et al (1995) Interlaboratory reproducibility of yeast protein patterns analyzed by immobilized pH gradient two-dimensional gel electrophoresis. Electrophoresis 16(10):1935–1945
Acknowledgments
This work was supported by the Italian Ministry of University and Scientific Research (grant PRIN 201742SBXA to D.C. and PRIN 2015FBNB5Y to C.G.), Fondazione Cariplo (grant 2017-0622 to C.G.), and Agenzia Spaziale Italiana (grant 2018-9-U.O STOPBROS to C.G.).
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Gelfi, C., Capitanio, D. (2023). DIGE Analysis of Clinical Specimens. In: Ohlendieck, K. (eds) Difference Gel Electrophoresis. Methods in Molecular Biology, vol 2596. Humana, New York, NY. https://doi.org/10.1007/978-1-0716-2831-7_14
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