Skip to main content
Top
Published in: Orphanet Journal of Rare Diseases 1/2013

Open Access 01-12-2013 | Research

MicroRNAs at the human 14q32 locus have prognostic significance in osteosarcoma

Authors: Aaron L Sarver, Venugopal Thayanithy, Milcah C Scott, Anne-Marie Cleton-Jansen, Pancras CW Hogendoorn, Jaime F Modiano, Subbaya Subramanian

Published in: Orphanet Journal of Rare Diseases | Issue 1/2013

Login to get access

Abstract

Background

Deregulation of microRNA (miRNA) transcript levels has been observed in many types of tumors including osteosarcoma. Molecular pathways regulated by differentially expressed miRNAs may contribute to the heterogeneous tumor behaviors observed in naturally occurring cancers. Thus, tumor-associated miRNA expression may provide informative biomarkers for disease outcome and metastatic potential in osteosarcoma patients. We showed previously that clusters of miRNAs at the 14q32 locus are downregulated in human osteosarcoma.

Methods

Human and canine osteosarcoma patient’s samples with clinical follow-up data were used in this study. We used bioinformatics and comparative genomics approaches to identify miRNA based prognostic biomarkers in osteosarcoma. Kaplan-Meier survival curves and Whitney Mann U tests were conducted for validating the statistical significance.

Results

Here we show that an inverse correlation exists between aggressive tumor behavior (increased metastatic potential and accelerated time to death) and the residual expression of 14q32 miRNAs (using miR-382 as a representative of 14q32 miRNAs) in a series of clinically annotated samples from human osteosarcoma patients. We also show a comparable decrease in expression of orthologous 14q32 miRNAs in canine osteosarcoma samples, with conservation of the inverse correlation between aggressive behavior and expression of orthologous miRNA miR-134 and miR-544.

Conclusions

We conclude that downregulation of 14q32 miRNA expression is an evolutionarily conserved mechanism that contributes to the biological behavior of osteosarcoma, and that quantification of representative transcripts from this family, such as miR-382, miR-134, and miR-544, provide prognostic and predictive markers that can assist in the management of patients with this disease.
Appendix
Available only for authorised users
Literature
1.
go back to reference Mirabello L, Troisi RJ, Savage SA: Osteosarcoma incidence and survival rates from 1973 to 2004: data from the surveillance, epidemiology, and End results program. Cancer. 2009, 115 (7): 1531-1543. 10.1002/cncr.24121.PubMedCentralPubMedCrossRef Mirabello L, Troisi RJ, Savage SA: Osteosarcoma incidence and survival rates from 1973 to 2004: data from the surveillance, epidemiology, and End results program. Cancer. 2009, 115 (7): 1531-1543. 10.1002/cncr.24121.PubMedCentralPubMedCrossRef
2.
go back to reference Kansara M, Thomas DM: Molecular pathogenesis of osteosarcoma. DNA Cell Biol. 2007, 26 (1): 1-18. 10.1089/dna.2006.0505.PubMedCrossRef Kansara M, Thomas DM: Molecular pathogenesis of osteosarcoma. DNA Cell Biol. 2007, 26 (1): 1-18. 10.1089/dna.2006.0505.PubMedCrossRef
3.
go back to reference Khanna C, Lindblad-Toh K, Vail D, London C, Bergman P, Barber L, Breen M, Kitchell B, McNeil E, Modiano JF, et al: The dog as a cancer model. Nature Biotech. 2006, 24 (9): 1065-1066.CrossRef Khanna C, Lindblad-Toh K, Vail D, London C, Bergman P, Barber L, Breen M, Kitchell B, McNeil E, Modiano JF, et al: The dog as a cancer model. Nature Biotech. 2006, 24 (9): 1065-1066.CrossRef
4.
go back to reference Lindblad-Toh K, Wade CM, Mikkelsen TS, Karlsson EK, Jaffe DB, Kamal M, Clamp M, Chang JL, Kulbokas EJ, Zody MC, et al: Genome sequence, comparative analysis and haplotype structure of the domestic dog. Nature. 2005, 438 (7069): 803-819. 10.1038/nature04338.PubMedCrossRef Lindblad-Toh K, Wade CM, Mikkelsen TS, Karlsson EK, Jaffe DB, Kamal M, Clamp M, Chang JL, Kulbokas EJ, Zody MC, et al: Genome sequence, comparative analysis and haplotype structure of the domestic dog. Nature. 2005, 438 (7069): 803-819. 10.1038/nature04338.PubMedCrossRef
6.
go back to reference Scott MC, Sarver AL, Gavin KJ, Thayanithy V, Getzy DM, Newman RA, Cutter GR, Lindblad-Toh K, Kisseberth WC, Hunter LE, et al: Molecular subtypes of osteosarcoma identified by reducing tumor heterogeneity through an interspecies comparative approach. Bone. 2011, 49: 356-367. 10.1016/j.bone.2011.05.008.PubMedCentralPubMedCrossRef Scott MC, Sarver AL, Gavin KJ, Thayanithy V, Getzy DM, Newman RA, Cutter GR, Lindblad-Toh K, Kisseberth WC, Hunter LE, et al: Molecular subtypes of osteosarcoma identified by reducing tumor heterogeneity through an interspecies comparative approach. Bone. 2011, 49: 356-367. 10.1016/j.bone.2011.05.008.PubMedCentralPubMedCrossRef
7.
go back to reference Yanaihara N, Caplen N, Bowman E, Seike M, Kumamoto K, Yi M, Stephens RM, Okamoto A, Yokota J, Tanaka T, et al: Unique microRNA molecular profiles in lung cancer diagnosis and prognosis. Cancer Cell. 2006, 9 (3): 189-198. 10.1016/j.ccr.2006.01.025.PubMedCrossRef Yanaihara N, Caplen N, Bowman E, Seike M, Kumamoto K, Yi M, Stephens RM, Okamoto A, Yokota J, Tanaka T, et al: Unique microRNA molecular profiles in lung cancer diagnosis and prognosis. Cancer Cell. 2006, 9 (3): 189-198. 10.1016/j.ccr.2006.01.025.PubMedCrossRef
8.
go back to reference Schepeler T, Reinert JT, Ostenfeld MS, Christensen LL, Silahtaroglu AN, Dyrskjot L, Wiuf C, Sorensen FJ, Kruhoffer M, Laurberg S, et al: Diagnostic and prognostic microRNAs in stage II colon cancer. Cancer Res. 2008, 68 (15): 6416-6424. 10.1158/0008-5472.CAN-07-6110.PubMedCrossRef Schepeler T, Reinert JT, Ostenfeld MS, Christensen LL, Silahtaroglu AN, Dyrskjot L, Wiuf C, Sorensen FJ, Kruhoffer M, Laurberg S, et al: Diagnostic and prognostic microRNAs in stage II colon cancer. Cancer Res. 2008, 68 (15): 6416-6424. 10.1158/0008-5472.CAN-07-6110.PubMedCrossRef
9.
go back to reference Sarver AL, Phalak R, Thayanithy V, Subramanian S: S-MED: sarcoma microRNA expression database. Lab Invest. 2010, 90 (5): 753-761. 10.1038/labinvest.2010.53.PubMedCrossRef Sarver AL, Phalak R, Thayanithy V, Subramanian S: S-MED: sarcoma microRNA expression database. Lab Invest. 2010, 90 (5): 753-761. 10.1038/labinvest.2010.53.PubMedCrossRef
10.
go back to reference Thayanithy V, Sarver AL, Kartha RV, Li L, Angstadt AY, Breen M, Steer CJ, Modiano JF, Subramanian S: Perturbation of 14q32 miRNAs-cMYC gene network in osteosarcoma. Bone. 2012, 50: 171-181. 10.1016/j.bone.2011.10.012.PubMedCentralPubMedCrossRef Thayanithy V, Sarver AL, Kartha RV, Li L, Angstadt AY, Breen M, Steer CJ, Modiano JF, Subramanian S: Perturbation of 14q32 miRNAs-cMYC gene network in osteosarcoma. Bone. 2012, 50: 171-181. 10.1016/j.bone.2011.10.012.PubMedCentralPubMedCrossRef
11.
go back to reference Thomas R, Scott A, Langford CF, Fosmire SP, Jubala CM, Lorentzen TD, Hitte C, Karlsson EK, Kirkness E, Ostrander EA, et al: Construction of a 2-Mb resolution BAC microarray for CGH analysis of canine tumors. Genome Res. 2005, 15 (12): 1831-1837. 10.1101/gr.3825705.PubMedCentralPubMedCrossRef Thomas R, Scott A, Langford CF, Fosmire SP, Jubala CM, Lorentzen TD, Hitte C, Karlsson EK, Kirkness E, Ostrander EA, et al: Construction of a 2-Mb resolution BAC microarray for CGH analysis of canine tumors. Genome Res. 2005, 15 (12): 1831-1837. 10.1101/gr.3825705.PubMedCentralPubMedCrossRef
12.
go back to reference Wolfe TD, Pillai SP, Hildreth BE, Lanigan LG, Martin CK, Werbeck JL, Rosol TJ: Effect of zoledronic acid and amputation on bone invasion and lung metastasis of canine osteosarcoma in nude mice. Clin Exp Metastasis. 2011, 28 (4): 377-389. 10.1007/s10585-011-9377-9.PubMedCentralPubMedCrossRef Wolfe TD, Pillai SP, Hildreth BE, Lanigan LG, Martin CK, Werbeck JL, Rosol TJ: Effect of zoledronic acid and amputation on bone invasion and lung metastasis of canine osteosarcoma in nude mice. Clin Exp Metastasis. 2011, 28 (4): 377-389. 10.1007/s10585-011-9377-9.PubMedCentralPubMedCrossRef
13.
go back to reference Fan JB, Yeakley JM, Bibikova M, Chudin E, Wickham E, Chen J, Doucet D, Rigault P, Zhang B, Shen R, et al: A versatile assay for high-throughput gene expression profiling on universal array matrices. Genome Res. 2004, 14 (5): 878-885. 10.1101/gr.2167504.PubMedCentralPubMedCrossRef Fan JB, Yeakley JM, Bibikova M, Chudin E, Wickham E, Chen J, Doucet D, Rigault P, Zhang B, Shen R, et al: A versatile assay for high-throughput gene expression profiling on universal array matrices. Genome Res. 2004, 14 (5): 878-885. 10.1101/gr.2167504.PubMedCentralPubMedCrossRef
14.
go back to reference Sarver AL: Toward understanding the informatics and statistical aspects of micro-RNA profiling. J Cardiovasc Transl Res. 2010, 3 (3): 204-211. 10.1007/s12265-010-9180-z.PubMedCrossRef Sarver AL: Toward understanding the informatics and statistical aspects of micro-RNA profiling. J Cardiovasc Transl Res. 2010, 3 (3): 204-211. 10.1007/s12265-010-9180-z.PubMedCrossRef
15.
go back to reference Saldanha AJ: Java Treeview–extensible visualization of microarray data. Bioinformatics. 2004, 20 (17): 3246-3248. 10.1093/bioinformatics/bth349.PubMedCrossRef Saldanha AJ: Java Treeview–extensible visualization of microarray data. Bioinformatics. 2004, 20 (17): 3246-3248. 10.1093/bioinformatics/bth349.PubMedCrossRef
16.
go back to reference Schmittgen TD, Livak KJ: Analyzing real-time PCR data by the comparative C(T) method. Nat Protoc. 2008, 3 (6): 1101-1108. 10.1038/nprot.2008.73.PubMedCrossRef Schmittgen TD, Livak KJ: Analyzing real-time PCR data by the comparative C(T) method. Nat Protoc. 2008, 3 (6): 1101-1108. 10.1038/nprot.2008.73.PubMedCrossRef
17.
go back to reference Seitz H, Royo H, Bortolin ML, Lin SP, Ferguson-Smith AC, Cavaille J: A large imprinted microRNA gene cluster at the mouse Dlk1-Gtl2 domain. Genome Res. 2004, 14 (9): 1741-1748. 10.1101/gr.2743304.PubMedCentralPubMedCrossRef Seitz H, Royo H, Bortolin ML, Lin SP, Ferguson-Smith AC, Cavaille J: A large imprinted microRNA gene cluster at the mouse Dlk1-Gtl2 domain. Genome Res. 2004, 14 (9): 1741-1748. 10.1101/gr.2743304.PubMedCentralPubMedCrossRef
18.
go back to reference de Nigris F, Zanella L, Cacciatore F, De Chiara A, Fazioli F, Chiappetta G, Apice G, Infante T, Monaco M, Rossiello R, et al: YY1 overexpression is associated with poor prognosis and metastasis-free survival in patients suffering osteosarcoma. BMC Cancer. 2011, 11 (1): 472-10.1186/1471-2407-11-472.PubMedCrossRef de Nigris F, Zanella L, Cacciatore F, De Chiara A, Fazioli F, Chiappetta G, Apice G, Infante T, Monaco M, Rossiello R, et al: YY1 overexpression is associated with poor prognosis and metastasis-free survival in patients suffering osteosarcoma. BMC Cancer. 2011, 11 (1): 472-10.1186/1471-2407-11-472.PubMedCrossRef
19.
go back to reference Zou C, Shen J, Tang Q, Yang Z, Yin J, Li Z, Xie X, Huang G, Lev D, Wang J: Cancer-testis antigens expressed in osteosarcoma identified by gene microarray correlate with a poor patient prognosis. Cancer. 2012, 118 (7): 1845-1855. 10.1002/cncr.26486.PubMedCrossRef Zou C, Shen J, Tang Q, Yang Z, Yin J, Li Z, Xie X, Huang G, Lev D, Wang J: Cancer-testis antigens expressed in osteosarcoma identified by gene microarray correlate with a poor patient prognosis. Cancer. 2012, 118 (7): 1845-1855. 10.1002/cncr.26486.PubMedCrossRef
20.
go back to reference Sabile AA, Arlt MJ, Muff R, Bode B, Langsam B, Bertz J, Jentzsch T, Puskas GJ, Born W, Fuchs B: Cyr61 expression in Osteosarcoma indicates poor prognosis and promotes intratibial growth and lung metastasis in mice. J Bone and Min Res. 2012, 27 (1): 58-67. 10.1002/jbmr.535.CrossRef Sabile AA, Arlt MJ, Muff R, Bode B, Langsam B, Bertz J, Jentzsch T, Puskas GJ, Born W, Fuchs B: Cyr61 expression in Osteosarcoma indicates poor prognosis and promotes intratibial growth and lung metastasis in mice. J Bone and Min Res. 2012, 27 (1): 58-67. 10.1002/jbmr.535.CrossRef
21.
go back to reference Buddingh EP, Kuijjer ML, Duim RA, Burger H, Agelopoulos K, Myklebost O, Serra M, Mertens F, Hogendoorn PC, Lankester AC, et al: Tumor-infiltrating macrophages are associated with metastasis suppression in high-grade osteosarcoma: a rationale for treatment with macrophage activating agents. Clin Cancer Res. 2011, 17 (8): 2110-2119. 10.1158/1078-0432.CCR-10-2047.PubMedCrossRef Buddingh EP, Kuijjer ML, Duim RA, Burger H, Agelopoulos K, Myklebost O, Serra M, Mertens F, Hogendoorn PC, Lankester AC, et al: Tumor-infiltrating macrophages are associated with metastasis suppression in high-grade osteosarcoma: a rationale for treatment with macrophage activating agents. Clin Cancer Res. 2011, 17 (8): 2110-2119. 10.1158/1078-0432.CCR-10-2047.PubMedCrossRef
22.
go back to reference Chen PS, Su JL, Cha ST, Tarn WY, Wang MY, Hsu HC, Lin MT, Chu CY, Hua KT, Chen CN, et al: miR-107 promotes tumor progression by targeting the let-7 microRNA in mice and humans. J Clinc Invest. 2011, 121 (9): 3442-3455. 10.1172/JCI45390.CrossRef Chen PS, Su JL, Cha ST, Tarn WY, Wang MY, Hsu HC, Lin MT, Chu CY, Hua KT, Chen CN, et al: miR-107 promotes tumor progression by targeting the let-7 microRNA in mice and humans. J Clinc Invest. 2011, 121 (9): 3442-3455. 10.1172/JCI45390.CrossRef
23.
go back to reference Brenner B, Hoshen MB, Purim O, David MB, Ashkenazi K, Marshak G, Kundel Y, Brenner R, Morgenstern S, Halpern M, et al: MicroRNAs as a potential prognostic factor in gastric cancer. World J Gastroenterology. 2011, 17 (35): 3976-3985. 10.3748/wjg.v17.i35.3976.CrossRef Brenner B, Hoshen MB, Purim O, David MB, Ashkenazi K, Marshak G, Kundel Y, Brenner R, Morgenstern S, Halpern M, et al: MicroRNAs as a potential prognostic factor in gastric cancer. World J Gastroenterology. 2011, 17 (35): 3976-3985. 10.3748/wjg.v17.i35.3976.CrossRef
24.
go back to reference Gattolliat CH, Thomas L, Ciafre SA, Meurice G, Le Teuff G, Job B, Richon C, Combaret V, Dessen P, Valteau-Couanet D, et al: Expression of miR-487b and miR-410 encoded by 14q32.31 locus is a prognostic marker in neuroblastoma. British J Can. 2011, 105 (9): 1352-1361. 10.1038/bjc.2011.388.CrossRef Gattolliat CH, Thomas L, Ciafre SA, Meurice G, Le Teuff G, Job B, Richon C, Combaret V, Dessen P, Valteau-Couanet D, et al: Expression of miR-487b and miR-410 encoded by 14q32.31 locus is a prognostic marker in neuroblastoma. British J Can. 2011, 105 (9): 1352-1361. 10.1038/bjc.2011.388.CrossRef
25.
go back to reference Subramanian S, Lui WO, Lee CH, Espinosa I, Nielsen TO, Heinrich MC, Corless CL, Fire AZ, van de Rijn M: MicroRNA expression signature of human sarcomas. Oncogene. 2008, 27 (14): 2015-2026. 10.1038/sj.onc.1210836.PubMedCrossRef Subramanian S, Lui WO, Lee CH, Espinosa I, Nielsen TO, Heinrich MC, Corless CL, Fire AZ, van de Rijn M: MicroRNA expression signature of human sarcomas. Oncogene. 2008, 27 (14): 2015-2026. 10.1038/sj.onc.1210836.PubMedCrossRef
26.
go back to reference Mitchell PS, Parkin RK, Kroh EM, Fritz BR, Wyman SK, Pogosova-Agadjanyan EL, Peterson A, Noteboom J, O’Briant KC, Allen A, et al: Circulating microRNAs as stable blood-based markers for cancer detection. Proc Natl Acad Sci USA. 2008, 105 (30): 10513-10518. 10.1073/pnas.0804549105.PubMedCentralPubMedCrossRef Mitchell PS, Parkin RK, Kroh EM, Fritz BR, Wyman SK, Pogosova-Agadjanyan EL, Peterson A, Noteboom J, O’Briant KC, Allen A, et al: Circulating microRNAs as stable blood-based markers for cancer detection. Proc Natl Acad Sci USA. 2008, 105 (30): 10513-10518. 10.1073/pnas.0804549105.PubMedCentralPubMedCrossRef
27.
go back to reference Modiano JF, Bellgrau D, Cutter GR, Lana SE, Ehrhart NP, Ehrhart E, Wilke VL, Charles JB, Munson S, Scott MC, et al: Inflammation, Apoptosis, and Necrosis Induced by Neoadjuvant Fas Ligand Gene Therapy Improves Survival of Dogs With Spontaneous Bone Cancer. Mol Ther. 2012, 20 (12): 2234-2243. 10.1038/mt.2012.149.PubMedCentralPubMedCrossRef Modiano JF, Bellgrau D, Cutter GR, Lana SE, Ehrhart NP, Ehrhart E, Wilke VL, Charles JB, Munson S, Scott MC, et al: Inflammation, Apoptosis, and Necrosis Induced by Neoadjuvant Fas Ligand Gene Therapy Improves Survival of Dogs With Spontaneous Bone Cancer. Mol Ther. 2012, 20 (12): 2234-2243. 10.1038/mt.2012.149.PubMedCentralPubMedCrossRef
28.
go back to reference Feldmann G, Mishra A, Hong SM, Bisht S, Strock CJ, Ball DW, Goggins M, Maitra A, Nelkin BD: Inhibiting the cyclin-dependent kinase CDK5 blocks pancreatic cancer formation and progression through the suppression of Ras-Ral signaling. Cancer Res. 2010, 70 (11): 4460-4469. 10.1158/0008-5472.CAN-09-1107.PubMedCentralPubMedCrossRef Feldmann G, Mishra A, Hong SM, Bisht S, Strock CJ, Ball DW, Goggins M, Maitra A, Nelkin BD: Inhibiting the cyclin-dependent kinase CDK5 blocks pancreatic cancer formation and progression through the suppression of Ras-Ral signaling. Cancer Res. 2010, 70 (11): 4460-4469. 10.1158/0008-5472.CAN-09-1107.PubMedCentralPubMedCrossRef
29.
go back to reference Reis EM, Nakaya HI, Louro R, Canavez FC, Flatschart AV, Almeida GT, Egidio CM, Paquola AC, Machado AA, Festa F, et al: Antisense intronic non-coding RNA levels correlate to the degree of tumor differentiation in prostate cancer. Oncogene. 2004, 23 (39): 6684-6692. 10.1038/sj.onc.1207880.PubMedCrossRef Reis EM, Nakaya HI, Louro R, Canavez FC, Flatschart AV, Almeida GT, Egidio CM, Paquola AC, Machado AA, Festa F, et al: Antisense intronic non-coding RNA levels correlate to the degree of tumor differentiation in prostate cancer. Oncogene. 2004, 23 (39): 6684-6692. 10.1038/sj.onc.1207880.PubMedCrossRef
30.
go back to reference Kornbluth RS, Stone GW: Immunostimulatory combinations: designing the next generation of vaccine adjuvants. J of Leukocyte Biol. 2006, 80 (5): 1084-1102. 10.1189/jlb.0306147.CrossRef Kornbluth RS, Stone GW: Immunostimulatory combinations: designing the next generation of vaccine adjuvants. J of Leukocyte Biol. 2006, 80 (5): 1084-1102. 10.1189/jlb.0306147.CrossRef
31.
go back to reference Lin P, Buxton JA, Acheson A, Radziejewski C, Maisonpierre PC, Yancopoulos GD, Channon KM, Hale LP, Dewhirst MW, George SE, et al: Antiangiogenic gene therapy targeting the endothelium-specific receptor tyrosine kinase Tie2. Proc Natl Acad Sci USA. 1998, 95 (15): 8829-8834. 10.1073/pnas.95.15.8829.PubMedCentralPubMedCrossRef Lin P, Buxton JA, Acheson A, Radziejewski C, Maisonpierre PC, Yancopoulos GD, Channon KM, Hale LP, Dewhirst MW, George SE, et al: Antiangiogenic gene therapy targeting the endothelium-specific receptor tyrosine kinase Tie2. Proc Natl Acad Sci USA. 1998, 95 (15): 8829-8834. 10.1073/pnas.95.15.8829.PubMedCentralPubMedCrossRef
32.
go back to reference Brideau G, Makinen MJ, Elamaa H, Tu H, Nilsson G, Alitalo K, Pihlajaniemi T, Heljasvaara R: Endostatin overexpression inhibits lymphangiogenesis and lymph node metastasis in mice. Cancer Res. 2007, 67 (24): 11528-11535. 10.1158/0008-5472.CAN-07-1458.PubMedCrossRef Brideau G, Makinen MJ, Elamaa H, Tu H, Nilsson G, Alitalo K, Pihlajaniemi T, Heljasvaara R: Endostatin overexpression inhibits lymphangiogenesis and lymph node metastasis in mice. Cancer Res. 2007, 67 (24): 11528-11535. 10.1158/0008-5472.CAN-07-1458.PubMedCrossRef
33.
go back to reference Mendoza L, Valcarcel M, Carrascal T, Egilegor E, Salado C, Sim BK, Vidal-Vanaclocha F: Inhibition of cytokine-induced microvascular arrest of tumor cells by recombinant endostatin prevents experimental hepatic melanoma metastasis. Cancer Res. 2004, 64 (1): 304-310. 10.1158/0008-5472.CAN-03-1829.PubMedCrossRef Mendoza L, Valcarcel M, Carrascal T, Egilegor E, Salado C, Sim BK, Vidal-Vanaclocha F: Inhibition of cytokine-induced microvascular arrest of tumor cells by recombinant endostatin prevents experimental hepatic melanoma metastasis. Cancer Res. 2004, 64 (1): 304-310. 10.1158/0008-5472.CAN-03-1829.PubMedCrossRef
34.
go back to reference Konoplev SN, Fritsche HA, O’Brien S, Wierda WG, Keating MJ, Gornet TG, St Romain S, Wang X, Inamdar K, Johnson MR, et al: High serum thymidine kinase 1 level predicts poorer survival in patients with chronic lymphocytic leukemia. Am J Clin Pathol. 2010, 134 (3): 472-477. 10.1309/AJCPHMYT93HUIZKW.PubMedCrossRef Konoplev SN, Fritsche HA, O’Brien S, Wierda WG, Keating MJ, Gornet TG, St Romain S, Wang X, Inamdar K, Johnson MR, et al: High serum thymidine kinase 1 level predicts poorer survival in patients with chronic lymphocytic leukemia. Am J Clin Pathol. 2010, 134 (3): 472-477. 10.1309/AJCPHMYT93HUIZKW.PubMedCrossRef
35.
go back to reference Xu Y, Shi QL, Ma H, Zhou H, Lu Z, Yu B, Zhou X, Eriksson S, He E, Skog S: High thymidine kinase 1 (TK1) expression is a predictor of poor survival in patients with pT1 of lung adenocarcinoma. Tumour Biol. 2012, 33 (2): 475-483. 10.1007/s13277-011-0276-0.PubMedCrossRef Xu Y, Shi QL, Ma H, Zhou H, Lu Z, Yu B, Zhou X, Eriksson S, He E, Skog S: High thymidine kinase 1 (TK1) expression is a predictor of poor survival in patients with pT1 of lung adenocarcinoma. Tumour Biol. 2012, 33 (2): 475-483. 10.1007/s13277-011-0276-0.PubMedCrossRef
36.
go back to reference He E, Xu XH, Guan H, Chen Y, Chen ZH, Pan ZL, Tang LL, Hu GZ, Li Y, Zhang M, et al: Thymidine kinase 1 is a potential marker for prognosis and monitoring the response to treatment of patients with breast, lung, and esophageal cancer and non-Hodgkin’s lymphoma. Nucleosides Nucleotides Nucleic Acids. 2010, 29 (4–6): 352-358.PubMedCrossRef He E, Xu XH, Guan H, Chen Y, Chen ZH, Pan ZL, Tang LL, Hu GZ, Li Y, Zhang M, et al: Thymidine kinase 1 is a potential marker for prognosis and monitoring the response to treatment of patients with breast, lung, and esophageal cancer and non-Hodgkin’s lymphoma. Nucleosides Nucleotides Nucleic Acids. 2010, 29 (4–6): 352-358.PubMedCrossRef
Metadata
Title
MicroRNAs at the human 14q32 locus have prognostic significance in osteosarcoma
Authors
Aaron L Sarver
Venugopal Thayanithy
Milcah C Scott
Anne-Marie Cleton-Jansen
Pancras CW Hogendoorn
Jaime F Modiano
Subbaya Subramanian
Publication date
01-12-2013
Publisher
BioMed Central
Published in
Orphanet Journal of Rare Diseases / Issue 1/2013
Electronic ISSN: 1750-1172
DOI
https://doi.org/10.1186/1750-1172-8-7

Other articles of this Issue 1/2013

Orphanet Journal of Rare Diseases 1/2013 Go to the issue