| Literature DB >> 17712416 |
Lars Palmqvist1, Nicolas Pineault, Carina Wasslavik, R Keith Humphries.
Abstract
BACKGROUND: Hox genes are implicated in hematopoietic stem cell (HSC) regulation as well as in leukemia development through translocation with the nucleoporin gene NUP98. Interestingly, an engineered NUP98-HOXA10 (NA10) fusion can induce a several hundred-fold expansion of HSCs in vitro and NA10 and the AML-associated fusion gene NUP98-HOXD13 (ND13) have a virtually indistinguishable ability to transform myeloid progenitor cells in vitro and to induce leukemia in collaboration with MEIS1 in vivo. METHODOLOGY/PRINCIPALEntities:
Mesh:
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Year: 2007 PMID: 17712416 PMCID: PMC1942085 DOI: 10.1371/journal.pone.0000768
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Figure 1Venn diagram of genes significantly activated (A) or repressed (B) in Sca1+, Lin- BM cells expressing the ND13, NA10 or ND13(N51S) mutant fusion genes compared to GFP control.
Genes changed by NA10 and ND13 but not by the ND13(N51S) mutant compared to the GFP control.
| Gene name and description | Accession # | ND13 fold change | ANOVA p-value | NA10 fold change | ANOVA p-value | Biological process |
| Crisp1, cysteine-rich secretory protein 1 | NM_009638 | 18.3 | 6.04E-06 | 30.8 | 7.92E-06 | Unknown |
| Nr4a1, nuclear receptor subfamily 4, group A, member 1 | NM_010444 | 8.1 | 2.90E-02 | 1.8 | 5.70E-03 | Transcription |
| Igh-6, immunoglobulin heavy chain 6 (heavy chain of IgM) | BB226392 | 5.0 | 2.90E-03 | 3.2 | 3.81E-05 | Signal transduction/Immune response/Cell proliferation |
| Ptprf, protein tyrosine phosphatase, receptor type, F | BF235516 | 4.5 | 3.69E-03 | 1.8 | 1.10E-03 | Signal transduction |
| Pdcd1lg2, programmed cell death 1 ligand 2 | NM_021396 | 4.1 | 3.79E-05 | 2.0 | 2.42E-03 | Cell proliferation |
| Pbx3, pre B-cell leukemia transcription factor 3 | NM_016768 | 3.9 | 6.23E-06 | 4.8 | 1.19E-05 | Transcription/Development |
| Hlf, hepatic leukemia factor | NM_172563 | 3.4 | 3.52E-02 | 6.8 | 4.03E-04 | Transcription/Cell proliferation |
| Ahr, aryl-hydrocarbon receptor | NM_013464 | 3.4 | 2.54E-03 | 3.1 | 2.35E-05 | Transcription/Signal transduction |
| Hlx1, H2.0-like homeo box 1 | NM_008250 | 3.4 | 3.99E-03 | 1.8 | 4.96E-03 | Transcription |
| Ier3, immediate early response 3 | NM_133662 | 3.3 | 9.35E-04 | 1.5 | 8.00E-03 | Unknown |
| Erbb2ip, Erbb2 interacting protein | BM240030 | 3.3 | 9.17E-04 | 2.3 | 1.21E-03 | Signal transduction |
| Tmem71, transmembrane protein 71 | AV173260 | 3.0 | 4.03E-05 | 2.5 | 4.65E-05 | Unknown |
| Pkp2, plakophilin 2 | AA516617 | 3.0 | 7.13E-06 | 1.7 | 1.48E-03 | Cell adhesion/Development |
| Pira1, paired-Ig-like receptor A1 | NM_011093 | 3.0 | 1.56E-02 | 2.3 | 2.13E-02 | Cell cycle/Immune response |
| Tgm2, transglutaminase 2, C polypeptide | BB041811 | 2.9 | 2.99E-03 | 2.9 | 3.04E-03 | Signal transduction/Metabolism/Cell adhesion |
| Lilrb3, leukocyte immunoglobulin-like receptor, subfamily B, member 3 | U96693 | 2.8 | 5.50E-03 | 2.0 | 8.22E-04 | Cell cycle/Immune response |
| Cables1, Cdk5 and Abl enzyme substrate 1 | AF328140 | 2.8 | 2.87E-03 | 1.8 | 2.59E-02 | Cell cycle/Development |
| H2-DMa, histocompatibility 2, class II, locus DMa | NM_010386 | 2.8 | 7.61E-03 | 2.2 | 1.74E-02 | Immune response/Transport |
| Ahrr, aryl-hydrocarbon receptor repressor | NM_009644 | 2.7 | 9.31E-04 | 2.2 | 2.48E-03 | Signal transduction/Transcription/Metabolism |
| Fads3, fatty acid desaturase 3 | BE652876 | 2.7 | 1.07E-02 | 1.9 | 7.20E-03 | Metabolism |
| Tspan6, tetraspanin 6 | NM_019656 | 2.7 | 1.14E-04 | 1.7 | 2.10E-03 | Unknown |
| Tmem51, transmembrane protein 51 | BC003277 | 2.7 | 5.61E-03 | 2.1 | 3.87E-03 | Unknown |
| Rab4a, RAB4A, member RAS oncogene family | NM_009003 | 2.6 | 1.41E-03 | 3.4 | 1.40E-04 | Transport/Signal transduction |
| Anxa1, annexin A1 | NM_010730 | 2.5 | 3.65E-03 | 2.4 | 4.42E-03 | Cell cycle/Cell proliferation/Signal transduction |
| Pscdbp, pleckstrin homology, Sec7 and coiled-coil domains, binding protein | BC007144 | 2.4 | 3.04E-03 | 1.6 | 4.34E-02 | Cell adhesion |
| F2rl2, coagulation factor II (thrombin) receptor-like 2 | NM_010170 | 2.4 | 8.34E-04 | 2.2 | 9.01E-04 | Coagulation/Signal transduction |
| RIKEN cDNA C230093N12 gene | BC023470 | 2.4 | 2.04E-03 | 1.5 | 1.70E-02 | Unknown |
| Cish, cytokine inducible SH2-containing protein | NM_009895 | 2.4 | 6.78E-04 | 1.6 | 3.19E-02 | Cell growth/Signal transduction |
| Tsc22d1, TSC22 domain family, member 1 | BB357514 | 2.4 | 2.60E-03 | 2.0 | 7.37E-03 | Transcription |
| Wdfy2, WD repeat and FYVE domain containing 2 | BB794924 | 2.4 | 6.33E-03 | 1.7 | 6.51E-03 | Unknown |
| Pld3, phospholipase D family, member 3 | NM_011116 | 2.3 | 8.47E-03 | 2.6 | 4.39E-05 | Metabolism |
| Dnase1l1, deoxyribonuclease 1-like 1 | AK009174 | 2.3 | 1.84E-02 | 1.9 | 2.87E-02 | Metabolism |
| Mylc2pl, myosin light chain 2, precursor lymphocyte-specific | NM_021611 | 2.3 | 2.35E-02 | 2.9 | 1.82E-03 | Unknown |
| RIKEN cDNA 1700027N10 gene | BC019423 | 2.3 | 4.46E-04 | 2.2 | 8.76E-04 | Unknown |
| Cyp4f16, cytochrome P450, family 4, subfamily f, polypeptide 16 | NM_024442 | 2.3 | 5.32E-04 | 1.9 | 2.91E-03 | Transport |
| Hoxa5, homeo box A5 | BC011063 | 2.3 | 7.95E-04 | 3.9 | 3.02E-05 | Transcription/Development |
| Crisp3, cysteine-rich secretory protein 3 | NM_009639 | 2.2 | 1.20E-04 | 2.1 | 3.50E-02 | Unknown |
| Procr, protein C receptor, endothelial | NM_011171 | 2.2 | 8.99E-03 | 2.5 | 5.25E-05 | Coagulation |
| Plek, pleckstrin | AF181829 | 2.2 | 5.53E-03 | 1.8 | 1.44E-02 | Signal transduction |
| Mitf, microphthalmia-associated transcription factor | BB763517 | 2.2 | 9.81E-03 | 1.9 | 2.58E-03 | Development/Transcription |
| Metrnl, meteorin, glial cell differentiation regulator-like | BC024445 | 2.1 | 2.00E-02 | 2.2 | 1.79E-02 | Unknown |
| Prnp, prion protein | BE630020 | 2.1 | 2.13E-03 | 2.3 | 8.29E-03 | Metabolism |
| Sord, sorbitol dehydrogenase | AV253518 | 2.1 | 1.49E-02 | 2.3 | 5.31E-04 | Unknown |
| Rpgrip1, retinitis pigmentosa GTPase regulator interacting protein 1 | AK015037 | 2.1 | 1.98E-04 | 1.6 | 3.35E-03 | Development |
| Gsn, gelsolin | NM_010354 | 2.1 | 8.22E-03 | 2.1 | 2.22E-02 | Transport |
| Hoxa7, homeo box A7 | NM_010455 | 2.0 | 2.45E-02 | 1.7 | 2.38E-02 | Transcription/Development |
| Mef2c, myocyte enhancer factor 2C | AI595932 | 2.0 | 2.58E-02 | 1.7 | 6.06E-03 | Transcription/Development |
| Eltd1, EGF, latrophilin seven transmembrane domain containing 1 | BC017134 | 2.0 | 2.94E-04 | 1.9 | 4.89E-04 | Signal transduction |
| Flt3, FMS-like tyrosine kinase 3 | NM_010229 | 2.0 | 2.44E-02 | 2.0 | 2.32E-02 | Signal transduction/Development |
| Ncoa1, nuclear receptor coactivator 1 | NM_010881 | 1.9 | 2.24E-02 | 1.5 | 6.81E-03 | Transcription/Signal transduction |
| Ddx4, DEAD (Asp-Glu-Ala-Asp) box polypeptide 4 | AK014844 | 1.9 | 2.04E-03 | 13.3 | 1.92E-06 | Development |
| Calcrl, calcitonin receptor-like | AF209905 | 1.9 | 1.37E-02 | 1.8 | 1.97E-02 | Cell proliferation/Signal transduction/Development |
| St8sia4, ST8 alpha-N-acetyl-neuraminide alpha-2,8-sialyltransferase 4 | NM_009183 | 1.9 | 1.87E-03 | 2.0 | 1.77E-03 | Metabolism |
| Glul, glutamate-ammonia ligase | AI391218 | 1.9 | 1.09E-02 | 1.7 | 1.64E-02 | Metabolism |
| Lrp10, low-density lipoprotein receptor-related protein 10 | BC011058 | 1.9 | 3.27E-03 | 1.8 | 5.96E-03 | Metabolism/Transport |
| Hoxa9, homeo box A9 | NM_010456 | 1.8 | 1.06E-02 | 2.5 | 1.33E-03 | Transcription/Development |
| Malat1, metastasis associated lung adenocarcinoma transcript 1 | AW012617 | 1.8 | 3.31E-02 | 1.9 | 1.27E-03 | Unknown |
| Ptk2b, PTK2 protein tyrosine kinase 2 beta | AV026976 | 1.8 | 8.99E-03 | 1.7 | 1.34E-02 | Signal transduction |
| Igfbp7, insulin-like growth factor binding protein 7 | AI481026 | 1.8 | 1.25E-02 | 1.7 | 2.41E-02 | Cell growth/Metabolism |
| Mxd4, Max dimerization protein 4 | BG868949 | 1.8 | 1.23E-02 | 1.8 | 7.84E-03 | Transcription |
| Sesn1, sestrin 1 | BG076140 | 1.8 | 1.60E-03 | 1.8 | 1.42E-03 | Cell cycle |
| Itm2c, integral membrane protein 2C | NM_022417 | 1.8 | 3.67E-03 | 1.5 | 2.97E-02 | Unknown |
| RIKEN cDNA 4930504E06 gene | BB010153 | 1.7 | 2.71E-02 | 1.8 | 2.82E-03 | Unknown |
| Man1a, mannosidase 1, alpha | NM_008548 | 1.7 | 9.38E-03 | 1.6 | 1.53E-02 | Metabolism |
| Aldoc, aldolase 3, C isoform | BC008184 | 1.7 | 2.36E-02 | 1.8 | 2.93E-02 | Metabolism |
| Cln3, ceroid lipofuscinosis, neuronal 3, juvenile | NM_009907 | 1.7 | 4.55E-03 | 1.7 | 5.18E-03 | Unknown |
| Arrb1, arrestin, beta 1 | AK004614 | 1.7 | 6.77E-03 | 1.8 | 7.22E-03 | Signal transduction |
| Cast, calpastatin | AB026997 | 1.7 | 8.19E-03 | 1.8 | 2.99E-03 | Metabolism |
| Nupr1, nuclear protein 1 | NM_019738 | 1.7 | 4.92E-03 | 2.0 | 8.18E-03 | Unknown |
| Jag2, jagged 2 | AV264681 | 1.7 | 2.21E-02 | 1.6 | 1.15E-02 | Signal transduction/Development/Cell proliferation |
| Bckdha, branched chain ketoacid dehydrogenase E1, alpha polypeptide | NM_007533 | 1.6 | 3.33E-02 | 1.8 | 1.30E-02 | Metabolism/Transcription |
| Prkcn, protein kinase C, nu | BF160591 | 1.6 | 1.17E-02 | 1.7 | 3.48E-03 | Signal transduction |
| Pnp, purine-nucleoside phosphorylase | AK008143 | 1.5 | 3.02E-03 | 1.5 | 2.90E-02 | Metabolism |
| Tcf4, transcription factor 4 | AI639846 | 1.5 | 2.96E-02 | 1.5 | 1.42E-02 | Transcription/Development |
Validation of microarray results with quantitative RT-PCR on unamplified RNA.
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| 1.7 | 1.1 | 2.6 | 1.3 | 0.9 | 1.1 |
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| 0.9 | 1.3 | 1.1 | 1.1 | 0.6 | 1.0 |
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| 5.4 | 5.0 | 4.2 | 4.9 | 0.4 | 0.8 |
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| 7.5 | 3.2 | 7.7 | 2.1 | 1.7 | 0.9 |
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| 1.7 | 2.1 | 3.0 | 2.8 | 0.5 | 0.2 |
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| 2.4 | 1.6 | 2.9 | 1.2 | 0.8 | 1.0 |
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| 2.9 | 2.5 | 1.5 | 1.4 | 0.8 | 1.1 |
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| 1.6 | 1.1 | 1.7 | 0.9 | 1.4 | 1.2 |
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| 5.8 | 2.2 | 10.1 | 2.3 | 2.1 | 1.1 |
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| 28.1 | 4.2 | 8.6 | 2.9 | 3.8 | 1.4 |
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| 3.6 | 2.0 | 4.9 | 2.2 | 1.0 | 1.3 |
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| 2.2 | 1.8 | 5.6 | 2.2 | 1.7 | 1.1 |
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| 1.1 | 1.5 | 5.3 | 3.4 | 1.1 | 3.4 |
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| 4.9 | 2.4 | 5.6 | 4.9 | 1.6 | 2.2 |
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| 24.5 | 10.8 | 100.5 | 27.2 | 2.7 | 2.4 |
Fold changes are calculated against an empty MIG control and Gapdh as endogenous control gene.
Figure 2Annotation of differentially expressed genes.
Genes that were differentially expressed by both ND13 and NA10 but not the mutant ND13(N51S) mutant were classified according to involvement in different biological processes. Some genes are classified in more than one category resulting in the total number of genes indicated in the figures being greater than the total number of differentially expressed genes.
Gene expression levels in human AML relative to normal bone marrow.
| Patient | Cytogenetics | FLT3 | FAB | Marrow blasts |
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| 1 | favorable | ITD+ | AML M3 | 50% | 0.0 | 0.0 | 0.0 | 0.1 | 0.0 | 2.0 | 1.1 | 2.0 | 22.9 | 0.3 | 0.3 | 0.0 | 0.4 | 0.8 |
| 2 | favorable | Normal | AML M4 | 22% | 0.8 | 0.0 | 0.0 | 3.4 | 0.0 | 0.9 | 2.0 | 1.5 | 13.6 | 0.1 | 0.0 | 0.0 | 12.6 | 1.8 |
| 3 | favorable | Normal | AML M3 | unknown | 0.0 | 0.4 | 0.0 | 0.1 | 0.0 | 0.6 | 0.1 | 1.1 | 2.8 | 0.2 | 0.3 | 0.9 | 0.1 | 0.4 |
| 4 | favorable | Normal | AML M3 | 16% | 0.2 | 0.0 | 0.0 | 0.0 | 0.0 | 0.3 | 0.0 | 0.6 | 22.7 | 0.2 | 0.0 | 0.0 | 0.0 | 0.6 |
| 5 | favorable | ITD+ | AML M3 | 11% | 0.3 | 0.0 | 0.0 | 0.2 | 0.1 | 0.2 | 0.2 | 1.6 | 29.5 | 0.5 | 0.5 | 0.4 | 0.4 | 1.3 |
| 6 | favorable | Normal | AML M2 | 22% | 0.3 | 0.0 | 0.0 | 0.1 | 0.0 | 0.7 | 0.7 | 1.0 | 9.8 | 0.3 | 0.0 | 0.4 | 0.6 | 0.2 |
| 7 | intermediate | Normal | AML M4 | unknown | 4.4 | 17.4 | 5.5 | 1.9 | 0.3 | 0.8 | 4.9 | 2.5 | 11.1 | 0.6 | 1.7 | 0.2 | 8.3 | 1.8 |
| 8 | intermediate | Normal | AML M1 | unknown | 7.9 | 59.2 | 16.9 | 8.0 | 0.1 | 1.5 | 3.2 | 5.3 | 81.5 | 0.4 | 0.8 | 0.8 | 16.7 | 1.6 |
| 9 | intermediate | Normal | AML M2 | 50% | 15.6 | 81.8 | 15.9 | 20.9 | 0.0 | 0.9 | 9.0 | 0.9 | 18.0 | 0.2 | 0.2 | 0.2 | 1.1 | 0.9 |
| 10 | intermediate | ITD+ | AML M1 | 79% | 16.0 | 78.8 | 24.8 | 25.4 | 0.0 | 1.2 | 11.6 | 1.5 | 37.1 | 0.2 | 0.7 | 0.4 | 1.3 | 0.9 |
| 11 | intermediate | ITD+ | AML M2 | 30% | 1.4 | 7.8 | 3.3 | 5.6 | 0.7 | 1.6 | 1.2 | 2.2 | 10.5 | 0.4 | 1.7 | 1.2 | 9.4 | 0.7 |
| 12 | intermediate | ITD+ | AML M2 | 55% | 38.8 | 357.5 | 40.9 | 65.4 | 0.1 | 1.7 | 17.1 | 7.0 | 41.7 | 3.6 | 0.8 | 0.4 | 14.2 | 1.7 |
| 13 | intermediate | Normal | AML M1 | 87% | 1.9 | 27.7 | 13.8 | 17.1 | 0.5 | 5.4 | 2.3 | 2.0 | 39.6 | 0.1 | 1.5 | 0.1 | 0.4 | 0.6 |
| 14 | intermediate | ITD+ | AML M3 | 48% | 7.7 | 0.0 | 0.0 | 0.1 | 0.0 | 0.3 | 0.9 | 3.2 | 37.4 | 0.4 | 0.0 | 0.0 | 2.0 | 0.9 |
| 15 | intermediate | Normal | AML M2 | 38% | 26.2 | 128.1 | 30.0 | 22.6 | 0.0 | 0.7 | 12.1 | 8.1 | 50.8 | 4.2 | 0.8 | 0.4 | 5.7 | 2.6 |
| 16 | intermediate | Normal | AML M1 | 46% | 0.2 | 0.9 | 0.1 | 0.2 | 0.1 | 1.8 | 0.3 | 2.8 | 8.4 | 0.2 | 0.5 | 0.2 | 2.1 | 0.6 |
| 17 | intermediate | Normal | AML M1 | 58% | 26.1 | 92.1 | 36.6 | 61.5 | 0.3 | 0.9 | 7.7 | 1.8 | 38.2 | 0.5 | 0.8 | 2.0 | 0.4 | 0.6 |
| 18 | intermediate | ITD+ | AML M2 | 77% | 15.3 | 58.9 | 20.7 | 12.7 | 0.0 | 0.9 | 1.8 | 2.7 | 41.4 | 0.2 | 1.4 | 0.8 | 0.8 | 0.5 |
| 19 | intermediate | Normal | AML M4 | 40% | 27.7 | 120.7 | 22.2 | 25.3 | 0.0 | 1.0 | 6.5 | 1.9 | 30.1 | 0.8 | 0.0 | 0.4 | 7.8 | 2.0 |
| 20 | intermediate | Normal | AML M0 | 90% | 1.1 | 1.4 | 0.4 | 0.8 | 0.7 | 1.4 | 0.7 | 0.7 | 3.4 | 0.5 | 0.7 | 0.3 | 0.6 | 0.8 |
| 21 | intermediate | Normal | AML M1 | 70% | 1.1 | 20.0 | 2.4 | 13.0 | 0.0 | 1.5 | 0.0 | 2.8 | 59.3 | 0.4 | 0.2 | 0.4 | 3.5 | 1.4 |
| 22 | intermediate | ITD+ | AML M1 | 74% | 20.5 | 45.1 | 44.9 | 42.9 | 0.0 | 0.3 | 3.8 | 3.4 | 81.4 | 0.0 | 0.1 | 0.8 | 0.9 | 0.7 |
| 23 | intermediate | Normal | AML M1 | 59% | 0.0 | 0.6 | 0.0 | 0.1 | 0.0 | 0.9 | 1.5 | 4.1 | 55.6 | 1.2 | 0.2 | 0.1 | 1.6 | 1.4 |
| 24 | intermediate | ITD+ | AML M1 | 90% | 19.0 | 184.9 | 34.7 | 61.1 | 0.0 | 0.4 | 11.9 | 2.4 | 40.2 | 0.4 | 2.2 | 0.4 | 4.3 | 0.8 |
| 25 | intermediate | Normal | AML M1 | 63% | 15.3 | 40.9 | 21.6 | 12.0 | 0.3 | 1.6 | 2.8 | 5.6 | 55.0 | 0.9 | 0.0 | 0.6 | 9.9 | 0.8 |
| 26 | unfavorable | Normal | AML M2 | 27% | 11.9 | 96.9 | 11.3 | 5.8 | 1.2 | 2.1 | 1.8 | 4.3 | 44.3 | 0.7 | 14.7 | 0.7 | 29.2 | 1.7 |
| 27 | unfavorable | Normal | AML M5 | 74% | 1.9 | 10.3 | 2.3 | 1.0 | 0.1 | 5.3 | 5.3 | 1.8 | 34.2 | 0.5 | 1.5 | 0.3 | 17.7 | 1.9 |
| 28 | unfavorable | Normal | AML M4 | 75% | 4.2 | 37.2 | 10.4 | 10.1 | 0.0 | 0.3 | 0.8 | 0.8 | 44.7 | 0.4 | 0.9 | 1.0 | 0.1 | 0.8 |
| 29 | unfavorable | Normal | AML M5 | 20% | 7.6 | 27.8 | 7.9 | 13.6 | 0.1 | 0.7 | 4.2 | 1.4 | 12.4 | 0.5 | 0.4 | 0.1 | 5.0 | 1.3 |
| 30 | unfavorable | Normal | AML M4 | 59% | 2.4 | 0.1 | 0.0 | 7.9 | 0.1 | 0.9 | 1.6 | 3.3 | 33.1 | 0.2 | 0.0 | 0.0 | 14.8 | 1.8 |
| 31 | unfavorable | Normal | AML M2 | 64% | 11.3 | 58.1 | 14.2 | 11.3 | 0.3 | 0.3 | 6.2 | 5.9 | 35.4 | 0.9 | 0.5 | 0.7 | 9.1 | 2.0 |
| 32 | unfavorable | Normal | AML M1 | 43% | 3.8 | 12.9 | 9.0 | 6.4 | 0.4 | 5.7 | 2.8 | 7.4 | 87.3 | 1.0 | 1.7 | 2.2 | 7.5 | 1.2 |
| 33 | unfavorable | Normal | AML M1 | 85% | 11.5 | 90.2 | 28.7 | 7.2 | 0.2 | 3.2 | 0.2 | 7.3 | 118.4 | 0.7 | 5.8 | 7.3 | 8.3 | 2.1 |
| 34 | unfavorable | Normal | AML M1 | 78% | 2.7 | 18.0 | 4.5 | 4.0 | 0.1 | 3.5 | 0.3 | 2.3 | 27.5 | 0.1 | 0.4 | 0.9 | 2.8 | 1.5 |
Figure 3Correlation between HOXA7 and HOXA9 (A) and JAG2 and HLF (B) gene expression in human AML analyzed with TaqMan Low Density Array (TLDA).
Spearman rank correlation analysis was done on the log ratio values obtained from the TLDA assay and calculated with the 2−ΔΔCT method (n = 34).