Impact of pre-analytical handling on bone marrow mRNA gene expression
Stephen Breit
Department of Paediatric Oncology, Haematology and Immunology, University of Heidelberg, Heidelberg
These authors contributed equally to this study.
Search for more papers by this authorMatthias Nees
Department of Paediatric Oncology, Haematology and Immunology, University of Heidelberg, Heidelberg
These authors contributed equally to this study.
Search for more papers by this authorUlrike Schaefer
Department of Paediatric Oncology, Haematology and Immunology, University of Heidelberg, Heidelberg
Search for more papers by this authorMargit Pfoersich
Department of Paediatric Oncology, Haematology and Immunology, University of Heidelberg, Heidelberg
Search for more papers by this authorChristian Hagemeier
Department of Pediatrics, Laboratory for Molecular Biology, Humboldt University, Berlin, Germany
Search for more papers by this authorMartina Muckenthaler
Department of Paediatric Oncology, Haematology and Immunology, University of Heidelberg, Heidelberg
Search for more papers by this authorAndreas E. Kulozik
Department of Paediatric Oncology, Haematology and Immunology, University of Heidelberg, Heidelberg
Search for more papers by this authorStephen Breit
Department of Paediatric Oncology, Haematology and Immunology, University of Heidelberg, Heidelberg
These authors contributed equally to this study.
Search for more papers by this authorMatthias Nees
Department of Paediatric Oncology, Haematology and Immunology, University of Heidelberg, Heidelberg
These authors contributed equally to this study.
Search for more papers by this authorUlrike Schaefer
Department of Paediatric Oncology, Haematology and Immunology, University of Heidelberg, Heidelberg
Search for more papers by this authorMargit Pfoersich
Department of Paediatric Oncology, Haematology and Immunology, University of Heidelberg, Heidelberg
Search for more papers by this authorChristian Hagemeier
Department of Pediatrics, Laboratory for Molecular Biology, Humboldt University, Berlin, Germany
Search for more papers by this authorMartina Muckenthaler
Department of Paediatric Oncology, Haematology and Immunology, University of Heidelberg, Heidelberg
Search for more papers by this authorAndreas E. Kulozik
Department of Paediatric Oncology, Haematology and Immunology, University of Heidelberg, Heidelberg
Search for more papers by this authorSummary
Large clinical trials on leukaemia, require the transport of bone marrow (BM) from participating clinics to central diagnostic laboratories. We have investigated the impact of RNA extraction protocols and time delays between sample aspiration and RNA extraction on RNA quality and gene expression profiles. Intact RNA can be extracted from BM samples stored at room temperature for up to 48 h. Gene expression analyses using Affymetrix U95Av2 GeneChipsTM and a custom-designed cDNA array in parallel showed that even short-term storage of BM has dramatic effects on mRNA expression of individual transcripts. Many probe sets/genes showed either reproducible deregulation (18·8%, analysis of variance <0·05), or inconsistent expression that differed from patient to patient (38·4%). Moderate alterations were observed in 42·8% genes, with a maximum fold change <2·0 in all experiments and at all time points. These profound effects complicate the use of unstabilized, shipped BM samples for gene expression analyses. The comparison of a variety of RNA stabilization reagents (e.g. PAXgene) resulted in partial conservation of the mRNA expression patterns. Immediate density centrifugation or erythrocyte lysis and freezing at −80°C represent simple procedures that reliably preserved mRNA gene expression patterns in BM.
References
- Armstrong, S.A., Staunton, J.E., Silverman, L.B., Pieters, R., den Boer, M.L., Minden, M.D., Sallan, S.E., Lander, E.S., Golub, T.R. & Korsmeyer, S.J. (2002) MLL translocations specify a distinct gene expression profile that distinguishes a unique leukemia. Nature Genetics, , 41–47.
- Bakheet, T., Frevel, M., Williams, B.R., Greer, W. & Khabar, K.S. (2001) ARED: human AU-rich element-containing mRNA database reveals an unexpectedly diverse functional repertoire of encoded proteins. Nucleic Acids Research, 29, 246–254.
- Bakheet, T., Williams, B.R. & Khabar, K.S. (2003) ARED 2.0: an update of AU-rich element mRNA database. Nucleic Acids Research 31, 421–423.
- Cheok, M.H., Yang, W., Pui, C.H., Downing, J.R., Cheng, C., Naeve, C.W., Relling, M.V. & Evans, W.E. (2003) Treatment-specific changes in gene expression discriminate in vivo drug response in human leukemia cells. Nature Genetics, 34, 85–90.
- Chomczynski, P. & Sacchi, N. (1987) Single-step method of RNA isolation by acid guanidinium thiocyanate-phenol-chloroform extraction. Analytical Biochemistry, 162, 156–159.
- Conter, V., Arico, M., Valsecchi, M.G., Basso, G., Biondi, A., Madon, E., Mandelli, F., Paolucci, G., Pession, A., Rizzari, C., Rondelli, R., Zanesco, L. & Masera, G. (2000) Long-term results of the Italian Association of Pediatric Hematology and Oncology (AIEOP) acute lymphoblastic leukemia studies, 1982–1995. Leukemia, 14, 2196–2204.
- Dahle, C.E. & Macfarlane, D.E. (1993) Isolation of RNA from cells in culture using Catrimox-14 cationic surfactant. Biotechniques, 15, 1102–1105.
- Debey, S., Diening, U., Pillai, R., Finkelstein, D., Martin, J., Zhang-Klompus, Y., Clayton, C., Graham, S. & Schultze, J.L. (2003) An analysis of blood processing methods to prepare samples for GeneChip® expression profiling. In: Affymetrix Technical Notes. WWW document. Available at http://www.affymetrix.com/support/technical/technotes/blood_technote.pdf.
- Diehn, M., Sherlock, G., Binkley, G., Jin, H., Matese, J.C., Hernandez-Boussard, T., Rees, C.A., Cherry, J.M., Botstein, D., Brown, P.O. & Alizadeh, A.A. (2003) SOURCE: a unified genomic resource of functional annotations, ontologies, and gene expression data. Nucleic Acids Research, 31, 219–223.
- Duvigneau, J.C., Hartl, R.T., Teinfalt, M. & Gemeiner, M. (2003) Delay in processing porcine whole blood affects cytokine expression. Journal of Immunological Methods, 272, 11–21.
- Gaynon, P.S., Trigg, M.E., Heerema, N.A., Sensel, M.G., Sather, H.N., Hammond, G.D. & Bleyer, W.A. (2000) Children's cancer group trials in childhood acute lymphoblastic leukemia: 1983–1995. Leukemia, 14, 2223–2233.
- Golub, T.R. (2003) Mining the genome for combination therapies. Nature Medicine, 9, 510–511.
- Golub, T.R., Slonim, D.K., Tamayo, P., Huard, C., Gaasenbeek, M., Mesirov, J.P., Coller, H., Loh, M.L., Downing, J.R., Caligiuri, M.A., Bloomfield, C.D. & Lander, E.S. (1999) Molecular classification of cancer: class discovery and class prediction by gene expression monitoring. Science, 286, 531–537.
- Hartel, C., Bein, G., Muller-Steinhardt, M. & Kluter, H. (2001) Ex vivo induction of cytokine mRNA expression in human blood samples. Journal of Immunological Methods, 249, 63–71.
- Hochberg, Y. & Benjamini, Y. (1990) More powerful procedures for multiple significance testing. Statistical Medicine, 9, 811–818.
- Lindemann, S., Tolley, N.D., Dixon, D.A., McIntyre, T.M., Prescott, S.M., Zimmerman, G.A. & Weyrich, A.S. (2001) Activated platelets mediate inflammatory signaling by regulated interleukin 1beta synthesis. Journal of Cellular Biology, 154, 485–490.
- Moos, P.J., Raetz, E.A., Carlson, M.A., Szabo, A., Smith, F.E., Willman, C., Wei, Q., Hunger, S.P. & Carroll, W.L. (2002) Identification of gene expression profiles that segregate patients with childhood leukemia. Clinical Cancer Research, 8, 3118–3130.
- Muckenthaler, M., Richter, A., Gunkel, N., Riedel, D., Polycarpou-Schwarz, M., Hentze, S., Falkenhahn, M., Stremmel, W., Ansorge, W. & Hentze, M.W. (2003) Relationships and distinctions in iron-regulatory networks responding to interrelated signals. Blood, 101, 3690–3698.
- Muller, M.C., Merx, K., Weisser, A., Kreil, S., Lahaye, T., Hehlmann, R. & Hochhaus, A. (2002) Improvement of molecular monitoring of residual disease in leukemias by bedside RNA stabilisation. Leukemia, 16, 2395–2399.
- Pahl, A. & Brune, K. (2002) Stabilisation of gene expression profiles in blood after phlebotomy. Clinical Chemistry, 48, 2251–2253.
- Rainen, L., Oelmueller, U., Jurgensen, S., Wyrich, R., Ballas, C., Schram, J., Herdman, C., Bankaitis-Davis, D., Nicholls, N., Trollinger, D. & Tryon, V. (2002) Stabilisation of mRNA expression in whole blood samples. Clinical Chemistry, 48, 1883–1890.
- Richter, A., Schwager, C., Hentze, S., Ansorge, W., Hentze, M.W. & Muckenthaler, M. (2002) Comparison of fluorescent tag DNA labeling methods used for expression analysis by DNA microarrays. Biotechniques, 33, 620–628, 630.
- Rosenwald, A., Wright, G., Wiestner, A., Chan, W.C., Connors, J.M., Campo, E., Gascoyne, R.D., Grogan, T.M., Muller-Hermelink, H.K., Smeland, E.B., Chiorazzi, M., Giltnane, J.M., Hurt, E.M., Zhao, H., Averett, L., Henrickson, S., Yang, L., Powell, J., Wilson, W.H., Jaffe, E.S., Simon, R., Klausner, R.D., Montserrat, E., Bosch, F., Greiner, T.C., Weisenburger, D.D., Sanger, W.G., Dave, B.J., Lynch, J.C., Vose, J., Armitage, J.O., Fisher, R.I., Miller, T.P., LeBlanc, M., Ott, G., Kvaloy, S., Holte, H., Delabie, J. & Staudt, L.M. (2003) The proliferation gene expression signature is a quantitative integrator of oncogenic events that predicts survival in mantle cell lymphoma. Cancer Cell, 3, 185–197.
- Ross, M.E., Zhou, X., Song, G., Shurtleff, S.A., Girtman, K., Williams, W.K., Liu, H.C., Mahfouz, R., Raimondi, S.C., Lenny, N., Patel, A. & Downing, J.R. (2003) Classification of pediatric acute lymphoblastic leukemia by gene expression profiling. Blood, 102, 2951–2959.
- Schrappe, M., Camitta, B., Pui, C.H., Eden, T., Gaynon, P., Gustafsson, G., Janka-Schaub, G.E., Kamps, W., Masera, G., Sallan, S., Tsuchida, M. & Vilmer, E. (2000) Long-term results of large prospective trials in childhood acute lymphoblastic leukemia. Leukemia, 14, 2193–2194.
- Sienna, N., Larson, D.E. & Sells, B.H. (2000) Dexamethasone stimulates ribosomal protein L32 gene transcription in rat myoblasts. Molecular and Cellular Endocrinology, 167, 127–137.
- Tanner, M.A., Berk, L.S., Felten, D.L., Blidy, A.D., Bit, S.L. & Ruff, D.W. (2002) Substantial changes in gene expression level due to the storage temperature and storage duration of human whole blood. Clinical and Laboratory Haematology, 24, 337–341.
- Wang, E., Miller, L.D., Ohnmacht, G.A., Liu, E.T. & Marincola, F.M. (2000) High-fidelity mRNA amplification for gene profiling. Nature Biotechnology, 18, 457–459.
- Whitney, A.R., Diehn, M., Popper, S.J., Alizadeh, A.A., Boldrick, J.C., Relman, D.A. & Brown, P.O. (2003) Individuality and variation in gene expression patterns in human blood. Proceedings of the National Academy of Sciences of the United States of America, 100, 1896–1901.
- Wu, K., Miyada, G., Martin, J., Finkelstein, D., Palma, J., Pillai, R. & Zhang, Y. (2003) Globin reduction protocol. In: Affymetrix Technical Note. WWW document. Available at http://www.affymetrix.com/support/technical/technotes/blood2_technote.pdf.
- Yeoh, E.J., Ross, M.E., Shurtleff, S.A., Williams, W.K., Patel, D., Mahfouz, R., Behm, F.G., Raimondi, S.C., Relling, M.V., Patel, A., Cheng, C., Campana, D., Wilkins, D., Zhou, X., Li, J., Liu, H., Pui, C.H., Evans, W.E., Naeve, C., Wong, L. & Downing, J.R. (2002) Classification, subtype discovery, and prediction of outcome in pediatric acute lymphoblastic leukemia by gene expression profiling. Cancer Cell, 1, 133–143.