Abstract
Multiple myeloma (MM) is the most common form of plasma cell dyscrasia, characterized by a marked heterogeneity of genetic lesions and clinical course. It may develop from a premalignant condition (monoclonal gammopathy of undetermined significance, MGUS) or progress from intramedullary to extramedullary forms (plasma cell leukemia, PCL). To provide insights into the molecular characterization of plasma cell dyscrasias and to investigate the contribution of specific genetic lesions to the biological and clinical heterogeneity of MM, we analysed the gene expression profiles of plasma cells isolated from seven MGUS, 39 MM and six PCL patients by means of DNA microarrays. MMs resulted highly heterogeneous at transcriptional level, whereas the differential expression of genes mainly involved in DNA metabolism and proliferation distinguished MGUS from PCLs and the majority of MM cases. The clustering of MM patients was mainly driven by the presence of the most recurrent translocations involving the immunoglobulin heavy-chain locus. Distinct gene expression patterns have been found to be associated with different lesions: the overexpression of CCND2 and genes involved in cell adhesion pathways was observed in cases with deregulated MAF and MAFB, whereas genes upregulated in cases with the t(4;14) showed apoptosis-related functions. The peculiar finding in patients with the t(11;14) was the downregulation of the α-subunit of the IL-6 receptor. In addition, we identified a set of cancer germline antigens specifically expressed in a subgroup of MM patients characterized by an aggressive clinical evolution, a finding that could have implications for patient classification and immunotherapy.
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References
Aderem A and Ulevitch RJ . (2000). Nature, 406, 782–787.
Anderson KC, Shaughnessy Jr JD, Barlogie B, Harousseau JL and Roodman GD . (2002). Hematology (Am. Soc. Hematol. Educ. Program), 2002, 214–240.
Barille-Nion S, Barlogie B, Bataille R, Bergsagel PL, Epstein J, Fenton RG, Jacobson J, Kuehl WM, Shaughnessy J and Tricot G . (2003). Hematology (Am. Soc. Hematol. Educ. Program), 2003, 248–278.
Bergsagel PL and Kuehl WM . (2001). Oncogene, 20, 5611–5622.
Burger JA, Burger M and Kipps TJ . (1999). Blood, 94, 3658–3667.
Califano A . (2000). Bioinformatics, 16, 341–357.
Chen X, Bonne S, Hatzfeld M, van Roy F and Green KJ . (2002). J. Biol. Chem., 277, 10512–10522.
Chen X, Johns DC, Geiman DE, Marban E, Dang DT, Hamlin G, Sun R and Yang VW . (2001). J. Biol. Chem., 276, 30423–30428.
Chesi M, Bergsagel PL, Brents LA, Smith CM, Gerhard DS and Kuehl WM . (1996). Blood, 88, 674–681.
Chesi M, Bergsagel PL, Shonukan OO, Martelli ML, Brents LA, Chen T, Schrock E, Ried T and Kuehl WM . (1998a). Blood, 91, 4457–4463.
Chesi M, Nardini E, Brents LA, Schrock E, Ried T, Kuehl WM and Bergsagel PL . (1997). Nat. Genet., 16, 260–264.
Chesi M, Nardini E, Lim RS, Smith KD, Kuehl WM and Bergsagel PL . (1998b). Blood, 92, 3025–3034.
Coles LS, Diamond P, Occhiodoro F, Vadas MA and Shannon MF . (1996). Nucleic Acids Res., 24, 2311–2317.
Davies FE, Dring AM, Li C, Rawstron AC, Shammas MA, O'Connor SM, Fenton JA, Hideshima T, Chauhan D, Tai IT, Robinson E, Auclair D, Rees K, Gonzalez D, Ashcroft AJ, Dasgupta R, Mitsiades C, Mitsiades N, Chen LB, Wong WH, Munshi NC, Morgan GJ and Anderson KC . (2003). Blood, 102, 4504–4511.
De Backer O, Arden KC, Boretti M, Vantomme V, De Smet C, Czekay S, Viars CS, De Plaen E, Brasseur F, Chomez P, Van den Eynde B, Boon T and van der Bruggen P . (1999). Cancer Res., 59, 3157–3165.
de Leeuw B, Suijkerbuijk RF, Olde WD, Meloni AM, Stenman G, Kindblom LG, Balemans M, van den Berg E, Molenaar WM and Sandberg AA . (1994). Cancer Genet. Cytogenet., 73, 89–94.
De Vos J, Thykjaer T, Tarte K, Ensslen M, Raynaud P, Requirand G, Pellet F, Pantesco V, Reme T, Jourdan M, Rossi JF, Orntoft T and Klein B . (2002). Oncogene, 21, 6848–6857.
Dring AM, Davies FE, Fenton JA, Roddam PL, Scott K, Gonzalez D, Rollinson S, Rawstron AC, Rees-Unwin KS, Li C, Munshi NC, Anderson KC and Morgan GJ . (2004). Clin. Cancer Res., 10, 5692–5701.
Durie BG and Salmon SE . (1975). Cancer, 36, 842–854.
Eisen MB, Spellman PT, Brown PO and Botstein D . (1998). Proc. Natl. Acad. Sci. USA, 95, 14863–14868.
Fabris S, Agnelli L, Mattioli M, Baldini L, Ronchetti D, Morabito F, Verdelli D, Nobili L, Intini D, Callea V, Stelitano C, Lombardi L and Neri A . (2005). Genes Chromosomes Cancer, 42, 117–127.
Fernandez PC, Frank SR, Wang L, Schroeder M, Liu S, Greene J, Cocito A and Amati B . (2003). Genes Dev., 17, 1115–1129.
Fonseca R, Blood EA, Oken MM, Kyle RA, Dewald GW, Bailey RJ, Van Wier SA, Henderson KJ, Hoyer JD, Harrington D, Kay NE, Van Ness B and Greipp PR . (2002). Blood, 99, 3735–3741.
Garlisi CG, Uss AS, Xiao H, Tian F, Sheridan KE, Wang L, Motasim BM, Egan RW, Stranick KS and Umland SP . (2001). Am. J. Resp. Cell Mol. Biol., 24, 90–98.
Hanamura I, Iida S, Akano Y, Hayami Y, Kato M, Miura K, Harada S, Banno S, Wakita A, Kiyoi H, Naoe T, Shimizu S, Sonta SI, Nitta M, Taniwaki M and Ueda R . (2001). Jpn. J. Cancer Res., 92, 638–644.
Heid CA, Stevens J, Livak KJ and Williams PM . (1996). Genome Res., 6, 986–994.
Hideshima T, Bergsagel PL, Kuehl WM and Anderson KC . (2004). Blood, 104, 607–618.
Ho PJ, Campbell LJ, Gibson J, Brown R and Joshua D . (2002). Rev. Clin. Exp. Hematol., 6, 276–300.
Huang N, vom Baur E, Garnier JM, Lerouge T, Vonesch JL, Lutz Y, Chambon P and Losson R . (1998). EMBO J., 17, 3398–3412.
Hurt EM, Wiestner A, Rosenwald A, Shaffer AL, Campo E, Grogan T, Bergsagel PL, Kuehl WM and Staudt LM . (2004). Cancer Cell, 5, 191–199.
Imaizumi T, Yoshida H and Satoh K . (2004). J. Atheroscler. Thromb., 11, 15–21.
Jin S, Tong T, Fan W, Fan F, Antinore MJ, Zhu X, Mazzacurati L, Li X, Petrik KL, Rajasekaran B, Wu M and Zhan Q . (2002). Oncogene, 21, 8696–8704.
Keats JJ, Reiman T, Maxwell CA, Taylor BJ, Larratt LM, Mant MJ, Belch AR and Pilarski LM . (2003). Blood, 101, 1520–1529.
Klein U, Tu Y, Stolovitzky GA, Mattioli M, Cattoretti G, Husson H, Freedman A, Inghirami G, Cro L, Baldini L, Neri A, Califano A and Dalla-Favera R . (2001). J. Exp. Med., 194, 1625–1638.
McShane LM, Radmacher MD, Freidlin B, Yu R, Li MC and Simon R . (2002). Bioinformatics, 18, 1462–1469.
Moreau P, Facon T, Leleu X, Morineau N, Huyghe P, Harousseau JL, Bataille R and Avet-Loiseau H . (2002). Blood, 100, 1579–1583.
Mukai J, Hachiya T, Shoji-Hoshino S, Kimura MT, Nadano D, Suvanto P, Hanaoka T, Li Y, Irie S, Greene LA and Sato TA . (2000). J. Biol. Chem., 275, 17566–17570.
Rasmussen T, Theilgaard-Monch K, Hudlebusch HR, Lodahl M, Johnsen HE and Dahl IM . (2003). Br. J. Haematol., 123, 253–262.
Rawstron AC, Fenton JA, Ashcroft J, English A, Jones RA, Richards SJ, Pratt G, Owen R, Davies FE, Child JA, Jack AS and Morgan G . (2000). Blood, 96, 3880–3886.
Richelda R, Ronchetti D, Baldini L, Cro L, Viggiano L, Marzella R, Rocchi M, Otsuki T, Lombardi L, Maiolo AT and Neri A . (1997). Blood, 90, 4062–4070.
Robbiani DF, Chesi M and Bergsagel PL . (2004). N. Engl. J. Med., 351, 197–198.
Ronchetti D, Finelli P, Richelda R, Baldini L, Rocchi M, Viggiano L, Cuneo A, Bogni S, Fabris S, Lombardi L, Maiolo AT and Neri A . (1999). Blood, 93, 1330–1337.
Sahara N, Takeshita A, Shigeno K, Fujisawa S, Takeshita K, Naito K, Ihara M, Ono T, Tamashima S, Nara K, Ohnishi K and Ohno R . (2002). Br. J. Haematol., 117, 882–885.
Schadt EE, Li C, Ellis B and Wong WH . (2001). J. Cell Biochem. Suppl., 37 (Suppl.), 120–125.
Seidl S, Kaufmann H and Drach J . (2003). Lancet Oncol., 4, 557–564.
Shaughnessy Jr J, Gabrea A, Qi Y, Brents L, Zhan F, Tian E, Sawyer J, Barlogie B, Bergsagel PL and Kuehl M . (2001). Blood, 98, 217–223.
Shie JL, Chen ZY, Fu M, Pestell RG and Tseng CC . (2000). Nucleic Acids Res., 28, 2969–2976.
Stewart JP, Thompson A, Santra M, Barlogie B, Lappin TR and Shaughnessy Jr J . (2004). Br. J. Haematol., 126, 72–76.
Suzuki A, Kusakai G, Kishimoto A, Lu J, Ogura T and Esumi H . (2003). Oncogene, 22, 6177–6182.
Tian E, Zhan F, Walker R, Rasmussen E, Ma Y, Barlogie B and Shaughnessy Jr JD . (2003). N. Engl. J. Med., 349, 2483–2494.
van Baren N, Brasseur F, Godelaine D, Hames G, Ferrant A, Lehmann F, Andre M, Ravoet C, Doyen C, Spagnoli GC, Bakkus M, Thielemans K and Boon T . (1999). Blood, 94, 1156–1164.
Zhan F, Hardin J, Kordsmeier B, Bumm K, Zheng M, Tian E, Sanderson R, Yang Y, Wilson C, Zangari M, Anaissie E, Morris C, Muwalla F, Van Rhee F, Fassas A, Crowley J, Tricot G, Barlogie B and Shaughnessy Jr J . (2002). Blood, 99, 1745–1757.
Zhan F, Tian E, Bumm K, Smith R, Barlogie B and Shaughnessy Jr J . (2003). Blood, 101, 1128–1140.
Acknowledgements
This work was supported by grants from the Associazione Italiana Ricerca sul Cancro (to AN), Ministero della Salute; Ministero dell'Universita' e Ricerca Scientifica (FIRB projects RBAU012E9A to AN, RBNE01TZZ8 and RBAU01935A to SB) and Associazione Studio Malati Ematologici, Milano.
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Mattioli, M., Agnelli, L., Fabris, S. et al. Gene expression profiling of plasma cell dyscrasias reveals molecular patterns associated with distinct IGH translocations in multiple myeloma. Oncogene 24, 2461–2473 (2005). https://doi.org/10.1038/sj.onc.1208447
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DOI: https://doi.org/10.1038/sj.onc.1208447
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