Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Oncogenomics
  • Published:

Comparison of gene expression profiling between malignant and normal plasma cells with oligonucleotide arrays

Abstract

The DNA microarray technology enables the identification of the large number of genes involved in the complex deregulation of cell homeostasis taking place in cancer. Using Affymetrix microarrays, we have compared the gene expression profiles of highly purified malignant plasma cells from nine patients with multiple myeloma (MM) and eight myeloma cell lines to those of highly purified nonmalignant plasma cells (eight samples) obtained by in vitro differentiation of peripheral blood B cells. Two unsupervised clustering algorithms classified these 25 samples into two distinct clusters: a malignant plasma cell cluster and a normal plasma cell cluster. Two hundred and fifty genes were significantly up-regulated and 159 down-regulated in malignant plasma samples compared to normal plasma samples. For some of these genes, an overexpression or downregulation of the encoded protein was confirmed (cyclin D1, c-myc, BMI-1, cystatin c, SPARC, RB). Two genes overexpressed in myeloma cells (ABL and cystathionine beta synthase) code for enzymes that could be a therapeutic target with specific drugs. These data provide a new insight into the understanding of myeloma disease and prefigure that the development of DNA microarray could help to develop an ‘à la carte’ treatment in cancer disease.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Figure 1
Figure 2
Figure 3
Figure 4
Figure 5

Similar content being viewed by others

References

  • Alizadeh AA, Eisen MB, Davis RE, Ma C, Lossos IS, Rosenwald A, Boldrick JC, Sabet H, Tran T, Yu X, Powell JI, Yang L, Marti GE, Moore T, Hudson Jr J, Lu L, Lewis DB, Tibshirani R, Sherlock G, Chan WC, Greiner TC, Weisenburger DD, Armitage JO, Warnke R, Staudt LM . et al. 2000 Nature 403: 503–511

  • Avet-Loiseau H, Gerson F, Magrangeas F, Minvielle S, Harousseau JL, Bataille R . 2001 Blood 98: 3082–3086

  • Bergsagel PL, Kuehl WM . 2001 Oncogene 20: 5611–5622

  • Bruey JM, Ducasse C, Bonniaud P, Ravagnan L, Susin SA, Diaz-Latoud C, Gurbuxani S, Arrigo AP, Kroemer G, Solary E, Garrido C . 2000 Nat. Cell. Biol. 2: 645–652

  • Choi SJ, Reddy SV, Devlin RD, Menaa C, Chung H, Boyce BF, Roodman GD . 1999 J. Biol. Chem. 274: 27747–27753

  • Clark EA, Golub TR, Lander ES, Hynes RO . 2000 Nature 406: 532–535

  • Coqueret O, Berube G, Nepveu A . 1998 EMBO J. 17: 4680–4694

  • Cornford PA, Dodson AR, Parsons KF, Desmond AD, Woolfenden A, Fordham M, Neoptolemos JP, Ke Y, Foster CS . 2000 Cancer Res. 60: 7099–7105

  • Costes V, Portier M, Lu ZY, Rossi JF, Bataille R, Klein B . 1998 Br. J. Haematol. 103: 1152–1160

  • De Vos J, Couderc G, Tarte K, Jourdan M, Requirand G, Delteil MC, Rossi JF, Mechti N, Klein B . 2001 Blood 98: 771–780

  • De Vos J, Jourdan M, Tarte K, Jasmin C, Klein B . 2000 Br. J. Haematol. 109: 823–828

  • Dysvik B, Jonassen I . 2001 Bioinformatics 17: 369–370

  • Eisen MB, Spellman PT, Brown PO, Botstein D . 1998 Proc. Natl. Acad. Sci. USA 95: 14863–14868

  • Hallek M, Leif BP, Anderson KC . 1998 Blood 91: 3–21

  • Hilbert DM, Migone TS, Kopf M, Leonard WJ, Rudikoff S . 1996 5: 81–89

  • Hirst M, Haliday E, Nakamura J, Lou L . 1994 J. Biol. Chem. 269: 23830–23837

  • Huang H, Colella S, Kurrer M, Yonekawa Y, Kleihues P, Ohgaki H . 2000 Cancer Res. 60: 6868–6874

  • Jego G, Robillard N, Puthier D, Amiot M, Accard F, Pineau D, Harousseau JL, Bataille R, Pellat-Deceunynck C . 1999 Blood 94: 701–712

  • Juge-Morineau N, Mellerin MP, Francois S, Rapp MJ, Harousseau JL, Amiot M, Bataille R . 1995 Br. J. Haematol. 91: 664–667

  • Kantarjian H, Dreicer R, Barlogie B, Plunkett W, Alexanian R . 1984 Eur. J. Cancer Clin. Oncol. 20: 227–231

  • Klein B, Wijdenes J, Zhang XG, Jourdan M, Boiron JM, Brochier J, Liautard J, Merlin M, Clement C, Morel-Fournier B . 1991 Blood 78: 1198–1204

  • Klein B, Zhang XG, Lu ZY, Bataille R . 1995 Blood 85: 863–872

  • Largaespada DA, Kaehler DA, Mishak H, Weissinger E, Potter M, Mushinski JF, Risser R . 1992 Oncogene 7: 811–819

  • Ledda MF, Adris S, Bravo AI, Kairiyama C, Bover L, Chernajovsky Y, Mordoh J, Podhajcer OL . 1997 Nat. Med. 3: 171–176

  • Michael WM, Newport J . 1998 Science 282: 1886–1889

  • Neri A, Chang CC, Lombardi L, Salina M, Corradini P, Maiolo AT, Chaganti RS, Dalla-Favera R . 1991 Cell 67: 1075–1087

  • Ng MH, Chung YF, Lo KW, Wickham NW, Lee JC, Huang DP . 1997 Blood 89: 2500–2506

  • Oritani K, Kincade PW . 1996 J. Cell. Biol. 134: 771–782

  • Osthus RC, Shim H, Kim S, Li Q, Reddy R, Mukherjee M, Xu Y, Wonsey D, Lee LA, Dang CV . 2000 J. Biol. Chem. 275: 21797–21800

  • Pellat-Deceunynck C, Mellerin MP, Labarriere N, Jego G, Moreau-Aubry A, Harousseau JL, Jotereau F, Bataille R . 2000 Eur. J. Immunol. 30: 803–809

  • Pettersson M, Jernberg-Wiklund H, Larsson LG, Sundstrom C, Givol I, Tsujimoto Y, Nilsson K . 1992 Blood 79: 495–502

  • Potter M, Wiener F . 1992 Carcinogenesis 13: 1681–1697

  • Rao PH, Cigudosa JC, Ning Y, Calasanz MJ, Iida S, Tagawa S, Michaeli J, Klein B, Dalla-Favera R, Jhanwar SC, Ried T, Chaganti RS . 1998 Blood 92: 1743–1748

  • Raynaud SD, Bekri S, Leroux D, Grosgeorge J, Klein B, Bastard C, Gaudray P, Simon MP . 1993 Genes. Chromosom. Cancer 8: 80–87

  • Samal B, Sun Y, Stearns G, Xie C, Suggs S, McNiece I . 1994 Mol. Cell. Biol. 14: 1431–1437

  • Shou Y, Martelli ML, Gabrea A, Qi Y, Brents LA, Roschke A, Dewald G, Kirsch IR, Bergsagel PL, Kuehl WM . 2000 Proc. Natl. Acad. Sci. USA 97: 228–233

  • Su AI, Cooke MP, Ching KA, Hakak Y, Walker JR, Wiltshire T, Orth AP, Vega RG, Sapinoso LM, Moqrich A, Patapoutian A, Hampton GM, Schultz PG, Hogenesch JB . 2002 Proc. Natl. Acad. Sci. USA 99: 4465–4470

  • Tanaka K, Kondoh N, Shuda M, Matsubara O, Imazeki N, Ryo A, Wakatsuki T, Hada A, Goseki N, Igari T, Hatsuse K, Aihara T, Horiuchi S, Yamamoto N, Yamamoto M . 2001 Biochim. Biophys. Acta. 1536: 1–12

  • Tarte K, De Vos J, Thykjaer T, Zhan F, Fiol G, Costes V, Rème T, Legouffe E, Rossi JF, Shaughnessy Jr J, Ørntoft O, Klein B . 2002 Blood 100: 1113–1122

  • Taub JW, Huang X, Ge Y, Dutcher JA, Stout ML, Mohammad RM, Ravindranath Y, Matherly LH . 2000 Cancer Res. 60: 6421–6426

  • Taub JW, Huang X, Matherly LH, Stout ML, Buck SA, Massey GV, Becton DL, Chang MN, Weinstein HJ, Ravindranath Y . 1999 Blood 94: 1393–1400

  • Taub JW, Matherly LH, Stout ML, Buck SA, Gurney JG, Ravindranath Y . 1996 Blood 87: 3395–3403

  • Thykjaer T, Workman C, Kruhoffer M, Demtroder K, Wolf H, Andersen LD, Frederiksen CM, Knudsen S, Orntoft TF . 2001 Cancer Res. 61: 2492–2499

  • van Golen KL, Wu ZF, Qiao XT, Bao LW, Merajver SD . 2000 Cancer Res. 60: 5832–5838

  • van Lohuizen M, Verbeek S, Scheijen B, Wientjens E, van der Gulden H, Berns A . 1991 Cell 65: 737–752

  • Wu MX, Ao Z, Prasad KV, Wu R, Schlossman SF . 1998 Science 281: 998–1001

  • 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, Shaughnessy Jr J . 2002 Blood 99: 1745–1757

Download references

Acknowledgements

We thank Eric Legouffe for providing the myeloma samples and Linda Northrup for manuscript correction. This work was supported by grants from the Ligue Nationale Contre le Cancer, Paris, France.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Bernard Klein.

Rights and permissions

Reprints and permissions

About this article

Cite this article

De Vos, J., Thykjær, T., Tarte, K. et al. Comparison of gene expression profiling between malignant and normal plasma cells with oligonucleotide arrays. Oncogene 21, 6848–6857 (2002). https://doi.org/10.1038/sj.onc.1205868

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/sj.onc.1205868

Keywords

This article is cited by

Search

Quick links