Induced differentiation of leukemia cells is in the focus of basic and applied biomedical studies medicine and biology for more than 30 years. During this period specific regulatory molecules involved in the maturation process have been identified by biochemical and molecular biological methods. Recent developments of high-throughput transcriptomic and proteomic techniques made it possible to analyze large sets of mRNA and proteins; this resulted in identification of functionally important signal transduction pathways and networks of molecular interactions, and thus extent existing knowledge on the molecular mechanisms of induced differentiation. Despite significant advances in mechanisms of induced differentiation, many problems related to the molecular mechanism of cell maturation, a phenomenon of therapeutic resistance of leukemic cells need better understanding and thus require further detailed study. Transcriptomics and proteomics methods provide a suitable methodological platform for the implementation of such studies. This review highlights the use of transcriptomic and proteomic methods in studies aimed at various aspects of the induced differentiation. Special attention is paid to the employment of the systems approach for investigation of various aspects of cell maturation. The use of the systems approach in studies of induced differentiation is an important step for the transition from the formal data accumulation on expression of mRNA and proteins towards creating models of biological processes in silico.
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Keywords: HL60 cell line, induced differentiation, transcriptomics, proteomics, systems biology
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Novikova S.E., Zgoda V.G. (2015) Transcriptomics and proteomics in studies of induced differentiation of leukemia cells. Biomeditsinskaya Khimiya, 61(5), 529-544.
Novikova S.E. et al. Transcriptomics and proteomics in studies of induced differentiation of leukemia cells // Biomeditsinskaya Khimiya. - 2015. - V. 61. -N 5. - P. 529-544.
Novikova S.E. et al., "Transcriptomics and proteomics in studies of induced differentiation of leukemia cells." Biomeditsinskaya Khimiya 61.5 (2015): 529-544.
Novikova, S. E., Zgoda, V. G. (2015). Transcriptomics and proteomics in studies of induced differentiation of leukemia cells. Biomeditsinskaya Khimiya, 61(5), 529-544.
Ribeiro R.C., Rego E. (2006) in: Hematology / the Education Program of the American Society of Hematology American Society of Hematology Education Program, 162-168. Scholar google search
Early E., Moore M.A., Kakizuka A., Nason-Burchenal K., Martin P., Evans R.M., Dmitrovsky E. (1996) Proc. Natl. Acad. Sci. USA, 93(15), 7900-7904. CrossRef Scholar google search
Wolf D., Rotter V. (1985) Proc. Natl. Acad. Sci. USA, 82(3), 790-794. Scholar google search
Gale R.E., Green C., Allen C., Mead A.J., Burnett A.K., Hills R.K., Linch D.C.; Medical Research Council Adult Leukaemia Working Party. (2008) Blood, 111(5), 2776-2784. Scholar google search
Wickstrom E.L., Bacon T.A., Gonzalez A., Freeman D.L., Lyman G.H., Wickstrom E. (1988) Proc. Natl. Acad. Sci. USA, 85(4), 1028-1032. CrossRef Scholar google search
Kumakura S., Ishikura H., Tsumura H., Hayashi H., Endo J., Tsunematsu T. (1994) Leuk. Lymphoma, 14(1-2), 171-180. Scholar google search
Pan W.H., Clawson G.A. (2006) J. Cell. Biochem., 98(1), 14-35. Scholar google search
Ritchie M.D., Holzinger E.R., Li R., Pendergrass S.A., Kim D. (2015) Nat. Rev. Genet., 16(2), 85-97. CrossRef Scholar google search
Anderson L., Seilhamer J. (1997) Electrophoresis, 18(3-4), 533-537. Scholar google search
Gygi S.P., Rochon Y., Franza B.R., Aebersold R. (1999) Mol. Cell. Biol., 19(3), 1720-1730. Scholar google search
Bischoff R., Luider T.M. (2004) J. Chromatogr. B. Analyt. Technol. Biomed. Life Sci., 803(1), 27-40. Scholar google search
Witze E.S., Old W.M., Resing K.A., Ahn N.G. (2007) Nature Methods, 4(10), 798-806. Scholar google search
Silva A.M.N., Vitorino R., Domingues M.R.M., Spickett C.M., Domingues P. (2013) Free Radic. Biol. Med., 65, 925-941. Scholar google search
Dengjel J., Kratchmarova I., Blagoev B. (2010) Methods Mol. Biol., 658, 267-278. Scholar google search
Lebon A., Seyer D., Cosette P., Coquet L., Jouenne T., Chan P., Leprince J., Fournier A., Vaudry H., Gonzalez B.J., Vaudry D. (2006) Ann. N-Y Acad. Sci, 1070, 380-387. Scholar google search
Kopylov A.T., Zgoda V.G., Methods of quantitative proteomics, Biomeditsinskaya khimiya, 2007, vol: 53(6), 613-643. Scholar google search
Cox J., Hein M.Y., Luber C.A., Paron I., Nagaraj N., Mann M. (2014) Mol. Cell. Proteomics, 13(9), 2513-2526. CrossRef Scholar google search
Talamantes T., Ughy B., Domonkos I., Kis M., Gombos Z., Prokai L.(2014) Proteomics, 14(9), 1053-1057. Scholar google search
Kolker E., Higdon R., Morgan P., Sedensky M., Welch D., Bauman A., Stewart E., Haynes W., Broomall W., Kolker N. (2011) J. Proteomics, 75(1), 122-126. CrossRef Scholar google search
Tagliafico E., Tenedini E., Bergamaschi A., Manfredini R., Percudani R., Siena M., Zanocco-Marani T., Grande A., Montanari M., Gemelli C., Torelli U., Ferrari S. (2002) Cell. Death Differ., 9(11), 1185-1195. CrossRef Scholar google search
Pierce A., Spooncer E., Ainsworth S., Whetton A.D. (2002) Oncogene, 21(19), 3068-3075. Scholar google search
Gong L., Li Y., Nedeljkovic-Kurepa A., Sarkar F.H. (2003) Oncogene, 22(30), 4702-4709. Scholar google search
Dave B., Eason R.R., Till S.R., Geng Y., Velarde M.C., Badger T.M., Simmen R.C. (2005) Carcinogenesis, 26(10), 1793-1803. Scholar google search
Huang X., Chen S., Xu L., Liu Y., Deb D.K., Platanias L.C., Bergan R.C. (2005) Cancer Res., 65(8), 3470-3478. Scholar google search
Esteller M. (2005) Annu. Rev. Pharmacol. Toxicol., 45, 629-656. Scholar google search
Chandra J., Hackbarth J., Le S., Loegering D., Bone N., Bruzek L.M., Narayanan V.L., Adjei A.A., Kay N.E., Tefferi A., Karp J.E., Sausville E.A., Kaufmann S.H. (2003) Blood, 102(13), 4512-4519. Scholar google search
Avramis I.A., Christodoulopoulos G., Suzuki A., Laug W.E., Gonzalez-Gomez I., McNamara G., Sausville E.A., Avramis V.I. (2002) Cancer Chemother. Pharmacol., 50(6), 479-489. Scholar google search
Park W.H., Lee Y.Y., Kim E.S., Seol J.G., Jung C.W., Lee C.C., Kim B.K. (1999) Anticancer Res., 19(4B), 3133-3140. Scholar google search
Ong S.-E., Blagoev B., Kratchmarova I., Kristensen D.B., Steen H., Pandey A., Mann M. (2002) Mol. Cell. Proteomics, 1(5), 376–386. Scholar google search
Wong W.W., Dimitroulakos J., Minden M.D., Penn L.Z. (2002) Leukemia, 16(4), 508-519. Scholar google search
Heiniger H.J., Marshall J.D. (1982) Proc. Natl. Acad. Sci. USA, 79(12), 3823-3827. Scholar google search
Xu N., Shen N., Wang X., Jiang S., Xue B., Li C. (2015) Sci. China Life. Sci., 58(4), 328-335. Scholar google search
Garcia-Ruiz C., Morales A., Fernandez-Checa J.C. (2012) Anticancer Agents Med. Chem., 12(4), 303-315. Scholar google search
Patry C., Lemieux B., Wellinger R.J., Chabot B. (2004) Mol. Cancer Therapeut., 3(10), 1193-1199. Scholar google search
Kim J.H., Paek K.Y., Ha S.H., Cho S., Choi K., Kim C.S., Ryu S.H., Jang S.K. (2004) Mol. Cell. Biol., 24(18), 7878-7890. Scholar google search
Alli E., Bash-Babula J., Yang J-M., Hait W.N. (2002) Cancer Res., 62(23), 6864–6869. Scholar google search
Lo-Coco F., Avvisati G., Vignetti M., Thiede C., Orlando S.M., Iacobelli S., Ferrara F., Fazi P., Cicconi L., Di Bona E. et al. for Gruppo Italiano Malattie Ematologiche dell’Adulto, the German-Austrian Acute Myeloid Leukemia Study Group, and Study Alliance Leukemia. (2013) N. Engl. J. Med., 369(2), 111-121. CrossRef Scholar google search
Menendez J.A., Lupu R. (2007) Nat. Rev. Cancer, 7(10), 763-777. Scholar google search
Colland F., Jacq X., Trouplin V., Mougin C., Groizeleau C., Hamburger A., Meil A., Wojcik J., Legrain P., Gauthier J.M. (2004) Genome Res., 14(7), 1324-1332. Scholar google search
Francavilla C., Rigbolt K.T., Emdal K.B., Carraro G., Vernet E., Bekker-Jensen D.B., Streicher W., Wikström M., Sundström M., Bellusci S., Cavallaro U., Blagoev B., Olsen J.V. (2013) Mol. Cell., 51(6), 707-722. Scholar google search
Lawrence H.J., Helgason C.D., Sauvageau G., Fong S., Izon D.J., Humphries R.K., Largman C. (1997) Blood, 89(6), 1922-1930. Scholar google search
Thorsteinsdottir U., Mamo A., Kroon E., Jerome L., Bijl J., Lawrence H.J., Humphries K., Sauvageau G. (2002) Blood, 99(1), 121-129. Scholar google search
Dorsam S.T., Ferrell C.M., Dorsam G.P., Derynck M.K., Vijapurkar U., Khodabakhsh D., Pau B., Bernstein H., Haqq C.M., Largman C., Lawrence H.J. (2004) Blood, 103(5), 1676-1684. Scholar google search
Saeki K., Hong Z., Nakatsu M., Yoshimori T., Kabeya Y., Yamamoto A., Kaburagi Y., Yuo A. (2003) J. Leukoc. Biol., 74(6), 1108-1116. CrossRef Scholar google search
Valenzuela S.M., Martin D.K., Por S.B., Robbins J.M., Warton K., Bootcov M.R., Schofield P.R., Campbell T.J., Breit S.N. (1997) J. Biol. Chem., 272(19), 12575-12582. CrossRef Scholar google search
Saeki K., Yasugi E., Okuma E., Breit S.N., Nakamura M., Toda T., Kaburagi Y., You A. (2005) Am. J. Physiol. Endocrinol. Metab., 289(3), E419-E428. Scholar google search
Warton K., Tonini R., Fairlie W.D., Matthews J.M., Valenzuela S.M., Qiu M.R., Wu W.M., Pankhurst S., Bauskin A.R., Harrop S.J., Campbell T.J., Curmi P.M., Breit S.N., Mazzanti M. (2002) J. Biol. Chem., 277(29), 26003-26011. CrossRef Scholar google search
Valentinis B., Romano G., Peruzzi F., Morrione A., Prisco M., Soddu S., Cristoffanelli B., Sacchi A., Baserga R. (1999) J. Biol. Chem., 274(18), 12423-12430. CrossRef Scholar google search
Harrop S.J., DeMaere M.Z., Fairlie W.D., Reztsova T., Valenzuela S.M., Mazzanti M., Tonini R., Qiu M.R., Jankova L., Warton K. et al. (2001) J. Biol. Chem., 276(48), 44993-45000. CrossRef Scholar google search
Jing Y., Zhang J., Waxman S., Mira-y-Lopez R. (1996) Differentiation, 60(2), 109-117. Scholar google search
Zheng P.Z., Wang K.K., Zhang Q.Y., Huang Q.H., Du Y.Z., Zhang Q.H., Xiao D.K., Shen S.H., Imbeaud S., Eveno E. et al. (2005) Proc. Natl. Acad. Sci. USA, 102(21), 7653–7658. CrossRef Scholar google search