| Literature DB >> 31221981 |
Soojeong Chang1, Sujin Yim1, Hyunsung Park2.
Abstract
Recent studies on mutations in cancer genomes have distinguished driver mutations from passenger mutations, which occur as byproducts of cancer development. The cancer genome atlas (TCGA) project identified 299 genes and 24 pathways/biological processes that drive tumor progression (Cell 173: 371-385 e318, 2018). Of the 299 driver genes, 12 genes are involved in histones, histone methylation, and demethylation (Table 1). Among these 12 genes, those encoding the histone demethylases JARID1C/KDM5C and UTX/KDM6A were identified as cancer driver genes. Furthermore, gain-of-function mutations in genes encoding metabolic enzymes, such as isocitrate dehydrogenases (IDH)1/2, drive tumor progression by producing an oncometabolite, D-2-hydroxyglutarate (D-2HG), which is a competitive inhibitor of α-ketoglutarate, O2-dependent dioxygenases such as Jumonji domain-containing histone demethylases, and DNA demethylases. Studies on oncometabolites suggest that histone demethylases mediate metabolic changes in chromatin structure. We have reviewed the most recent findings regarding cancer-specific metabolic reprogramming and the tumor-suppressive roles of JARID1C/KDM5C and UTX/KDM6A. We have also discussed mutations in other isoforms such as the JARID1A, 1B, 1D of KDM5 subfamilies and the JMJD3/KDM6B of KDM6 subfamilies, which play opposing roles in tumor progression as oncogenes or tumor suppressors depending on the cancer cell type. Table 1 Cancer driver genes involved in epigenetics Pathways involved in epigenetics Driver genes Tumor suppressor/oncogene prediction (by 20/20+a) Approved name Activity Cancer typeb Other driver genes in this pathways Histone modification KDM6A tsg Lysine demethylase 6A, UTX H3K27me2/3 demethylase BLCA, HNSC, KIRP, LUSC, PAAD, PANCAN, PRAD PPP6C SETD2 tsg SET domain-containing 2 H3K36 methyl transferase KIRC, KIRP, LGG, LUAD, MESO, PANCAN Chromatin histone modifiers KDM5C tsg Lysine demethylase 5C, JARID1C H3K4me2/3 demethylase KIRC, PANCAN ARID5B, CREBBP, EP300, KANSL1, MEN1, NCOR1, NSD1, SIN3A, WHSC1, ZMYM3 KMT2A tsg Lysine methyltransferase 2A H3K4 methyl transferase PANCAN KMT2B tsg Lysine methyltransferase 2B H3K4 methyl transferase PANCAN, UCEC KMT2C tsg Lysine methyltransferase 2C H3K4 methyl transferase BLCA, BRCA, CESC, PANCAN, UCEC KMT2D tsg Lysine methyltransferase 2D H3K4 methyl transferase BLCA, CESC, DLBC, ESCA, HNSC, LUSC, PANCAN, PRAD Chromatin (other) H3F3A Possible oncogene H3 histone family member 3A, H3.3A PANCAN AJUBA, ASXL1, ASXL2, ATF7IP, BCOR, CHD3, CHD4, CHD8, CTCF, NIPBL, NPM1 H3F3C - H3 histone family member 3C, H3.5 PANCAN HIST1H1E Possible oncogene HIST1H1E, H1.4 DLBC Possible tsg HIST1H1E, H1.4 LIHC Metabolism IDH1 Oncogene Isocitrate dehydrogenase (NADP(+)) 1 NADP-dependent IDH, Cytosolic CHOL, GBM, LAML, LGG, LIHC, PANCAN, PRAD, SKCM - IDH2 Oncogene Isocitrate dehydrogenase (NADP(+)) 2 NADP-dependent IDH, Mitochondrial LAML, LGG, PANCAN Among the 299 driver genes mentioned by Bailey et al.47, only the epigenetics-related pathways have been sorted out a20/20+: Classifies genes as an oncogene, tumor suppressor gene, or as a nondriver gene using Random Forests, http://2020plus.readthedocs.org bBLCA (bladder urothelial carcinoma), BRCA (breast invasive carcinoma), CESC (cervical squamous cell carcinoma and endocervical adenocarcinoma), CHOL (cholangiocarcinoma), DLBC (lymphoid neoplasm diffuse large B-cell lymphoma), ESCA (esophageal carcinoma), GBM (glioblastoma multiforme), HNSC (head and neck squamous cell carcinoma), KIRC (kidney renal clear cell carcinoma), KIRP (kidney renal papillary cell carcinoma), LAML (acute myeloid leukemia), LGG (brain lower grade glioma), LIHC (liver hepatocellular carcinoma), LUAD (lung adenocarcinoma), LUSC (lung squamous cell carcinoma), MESO (mesothelioma), PAAD (pancreatic adenocarcinoma), PANCAN (Pan-cancer), PRAD (prostate adenocarcinoma), SKCM (skin cutaneous melanoma), THCA (thyroid carcinoma), UCEC (uterine corpus endometrial carcinoma).Entities:
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Year: 2019 PMID: 31221981 PMCID: PMC6586683 DOI: 10.1038/s12276-019-0230-6
Source DB: PubMed Journal: Exp Mol Med ISSN: 1226-3613 Impact factor: 12.153
Cancer driver genes involved in epigenetics
| Pathways involved in epigenetics | Driver genes | Tumor suppressor/oncogene prediction (by 20/20+a) | Approved name | Activity | Cancer typeb | Other driver genes in this pathways |
|---|---|---|---|---|---|---|
| Histone modification |
| tsg | Lysine demethylase 6A, UTX | H3K27me2/3 demethylase | BLCA, HNSC, KIRP, LUSC, PAAD, PANCAN, PRAD |
|
|
| tsg | SET domain-containing 2 | H3K36 methyl transferase | KIRC, KIRP, LGG, LUAD, MESO, PANCAN | ||
| Chromatin histone modifiers |
| tsg | Lysine demethylase 5C, JARID1C | H3K4me2/3 demethylase | KIRC, PANCAN | |
|
| tsg | Lysine methyltransferase 2A | H3K4 methyl transferase | PANCAN | ||
|
| tsg | Lysine methyltransferase 2B | H3K4 methyl transferase | PANCAN, UCEC | ||
|
| tsg | Lysine methyltransferase 2C | H3K4 methyl transferase | BLCA, BRCA, CESC, PANCAN, UCEC | ||
|
| tsg | Lysine methyltransferase 2D | H3K4 methyl transferase | BLCA, CESC, DLBC, ESCA, HNSC, LUSC, PANCAN, PRAD | ||
| Chromatin (other) |
| Possible oncogene | H3 histone family member 3A, H3.3A | PANCAN | ||
|
| — | H3 histone family member 3C, H3.5 | PANCAN | |||
|
| Possible oncogene | HIST1H1E, H1.4 | DLBC | |||
| Possible tsg | HIST1H1E, H1.4 | LIHC | ||||
| Metabolism |
| Oncogene | Isocitrate dehydrogenase (NADP(+)) 1 | NADP-dependent IDH, Cytosolic | CHOL, GBM, LAML, LGG, LIHC, PANCAN, PRAD, SKCM | — |
| IDH2 | Oncogene | Isocitrate dehydrogenase (NADP(+)) 2 | NADP-dependent IDH, Mitochondrial | LAML, LGG, PANCAN |
Among the 299 driver genes mentioned by Bailey et al.[47], only the epigenetics-related pathways have been sorted out
a20/20+: Classifies genes as an oncogene, tumor suppressor gene, or as a nondriver gene using Random Forests, http://2020plus.readthedocs.org
bBLCA (bladder urothelial carcinoma), BRCA (breast invasive carcinoma), CESC (cervical squamous cell carcinoma and endocervical adenocarcinoma), CHOL (cholangiocarcinoma), DLBC (lymphoid neoplasm diffuse large B-cell lymphoma), ESCA (esophageal carcinoma), GBM (glioblastoma multiforme), HNSC (head and neck squamous cell carcinoma), KIRC (kidney renal clear cell carcinoma), KIRP (kidney renal papillary cell carcinoma), LAML (acute myeloid leukemia), LGG (brain lower grade glioma), LIHC (liver hepatocellular carcinoma), LUAD (lung adenocarcinoma), LUSC (lung squamous cell carcinoma), MESO (mesothelioma), PAAD (pancreatic adenocarcinoma), PANCAN (Pan-cancer), PRAD (prostate adenocarcinoma), SKCM (skin cutaneous melanoma), THCA (thyroid carcinoma), UCEC (uterine corpus endometrial carcinoma)
Fig. 1Functional domains and substrates of O2- and α-KG-dependent histone demethylases.
a Substrates for O2- and α-KG-dependent histone demethylases. JHDMs (JmjC domain-containing histone demethylases) remove methyl (CH3-) groups from methylated lysines. JHDMs require O2, α-ketoglutarate, Fe(II), and vitamin C (vit C) for their catalytic activities and release CO2, succinate, and Fe(III). b Schematic illustration of the protein domains of histone demethylases. The domain architecture from the UniProt or NCBI gene (KDM1A, B) information was transformed using https://prosite.expasy.org/mydomains/. The numbers written in each functional domain column indicate the number of amino acids. ARID AT-rich interacting domain, amino oxidase amine oxidase domain, C5HC2 C5HC2 zinc-finger domain, CW CW-type zinc-finger domain, CXXC CXXC zinc-finger domain, C6 C6 zinc-finger domain, JMJC Jumonji C domain, LRR Leu-rich repeat domain, PHD plant homeodomain, SWIRM Swi3p, Rsc8p, and Moira domain, TPR tetratricopeptide domain, TUDOR Tudor domain
O2- and α-KG-dependent histone demethylases
| Symbol | Synonyms | Chromosome | Histone substrate selectivity[ | Mutations in human cancera |
|---|---|---|---|---|
| KDM1A | AOF2, KDM1, KIAA0601, BHC110, LSD1 | 1p36.12 | H3K4me2/3, H3K9me1/2 | UCEC (6.42%), READ (5.11%), BLCA (3.40%) |
| KDM1B | C6orf193, AOF1, FLJ34109, FLJ33898, dJ298J15.2, bA204B7.3, FLJ43328, LSD2 | 6p22.3 | H3K4me1/2 | UCEC (9.06%), STAD (4.77%), COAD (4.75%) |
| KDM2A | FBXL11, KIAA1004, FBL11, LILINA, DKFZP434M1735, FBL7, FLJ00115, CXXC8, JHDM1A | 11q13.2 | H3K36me1/2 | UCEC (10.94%), CESC (5.54%), COAD (5.00%) |
| KDM2B | FBXL10, PCCX2, CXXC2, Fbl10, JHDM1B | 12q24.31 | H3K4me3, H3K36me1/2 | UCEC (10.75%), COAD (8.50%), DLBC (8.11%) |
| KDM3A | JMJD1, JMJD1A, TSGA, KIAA0742, JHMD2A | 2p11.2 | H3K9me1/2 | UCEC (6.98%), STAD (4.77%), BLCA (3.88%) |
| KDM3B | C5orf7, JMJD1B, KIAA1082, NET22 | 5q31.2 | H3K9me1/2 | UCEC (13.58%), SKCM (8.32%), COAD (6.50%) |
| KDM3C | TRIP8, DKFZp761F0118, KIAA1380, FLJ14374, JMJD1C | 10q21.3 | H3K9me1/2 | UCEC (16.42%), STAD (8.86%), READ (7.30%) |
| KDM4A | JMJD2, JMJD2A, KIAA0677, JHDM3A, TDRD14A | 1p34.2-p34.1 | H3K9me1/2/3, H3K36me1/2/3, H1.4K26me1/2/3 | UCEC (8.30%), COAD (5.75%), BLCA (3.40%) |
| KDM4B | JMJD2B, KIAA0876, TDRD14B | 19p13.3 | H3K9me1/2/3, H3K36me1/2/3, H1.4K26me1/2/3 | UCEC (9.43%), COAD (7.25%), STAD (5.91%) |
| KDM4C | JMJD2C, GASC1, KIAA0780, TDRD14C | 9p24.1 | H3K9me1/2/3, H3K36me1/2/3, H1.4K26me1/2/3 | UCEC (11.13%), STAD (4.09%), LUAD (4.06%) |
| KDM4D | JMJD2D, FLJ10251 | 11q21 | H3K9me1/2/3, H3K36me1/2/3, H1.4K26me1/2/3 | UCEC (6.98%), SKCM (3.20%), COAD (3.00%) |
| KDM4E | KDM4DL, JMJD2E, KDM5E | 11q21 | H3K9me1/2/3 | UCEC (6.23%), LUAD (1.41%), CESC (1.38%) |
| KDM5A | RBBP2, JARID1A | 12p13.33 | H3K4me1/2/3 | UCEC (18.87%), STAD (7.27%), SKCM (6.61%) |
| KDM5B | JARID1B, RBBP2H1A, PLU-1, CT31, PPP1R98 | 1q32.1 | H3K4me1/2/3 | UCEC (12.45%), STAD (6.59%), CESC (6.57%) |
| KDM5C | SMCX, JARID1C, MRX13, DXS1272E, XE169 | Xp11.22 | H3K4me1/2/3 | UCEC (13.21%), STAD (6.36%), KIRC (6.25%) |
| KDM5D | HYA, HY, SMCY, JARID1D, KIAA0234 | Yq11.223 | H3K4me1/2/3 | READ (2.19%), SKCM (1.71%), STAD (1.59%) |
| KDM6A | UTX | Xp11.3 | H3K27me1/2/3 | BLCA (29.37%), UCEC (13.21%), CESC (6.57%) |
| KDM6B | JMJD3, KIAA0346 | 17p13.1 | H3K27me1/2/3 | UCEC (11.32%), SKCM (8.10%), STAD (7.05%) |
| KDM6C | UTY, KDM6AL | Yq11.221 | H3K27me1/2/3 | BLCA (2.43%), ESCA (2.17%), READ (1.46%) |
| KDM7A | JHDM1D, KIAA1718 | 7q34 | H3K9me1/2, H3K27me1/2, H4K20me1/2 | UCEC (6.79%), SKCM (5.33%), COAD (5.00%) |
| KDM7B | ZNF422, JHDM1F, KIAA1111, PHF8 | Xp11.22 | H3K9me1/2, H4K20me1/2 | UCEC (13.77%), SKCM (4.26%), CESC (3.81%) |
| KDM7C | KIAA0662, CENP-35, JHDM1E, PHF2 | 9q22.31 | H3K9me1/2, H3K27me1/2, H4K20me3 | UCEC (14.34%), COAD (6.25%), STAD (6.14%) |
| KDM8 | JMJD5, FLJ13798 | 16p12.1 | H3K36me2/3 | UCEC (6.23%), COAD (3.00%), READ (2.92%) |
| JMJD6 | PSR, PTDSR, PTDSR1 | 17q25.1 | H3R2me1, H4R3me1 | UCEC (4.91%), READ (3.65%0, DLBC (2.70%) |
| JMJD7 | NA | 15q15.1 | NA | UCEC (2.64%), CESC (0.69%), SKCM (0.64%) |
| JMJD8 | C16orf20 | 16p13.3 | NA | DLBC (2.70%), UCEC (2.64%), UCS (1.75%) |
| JMJD9 | RIOX1, C14orf169, MAPJD, NO66, ROX, URLC2, hsNO66 | 14q24.3 | H3K4me2/3, H3K36me2/3 | UCEC(5.66%), COAD (3.75%), STAD (2.95%) |
| JMJD10 | RIOX2, MDIG, MINA, MINA53, NO52, ROX | 3q11.2 | H3K9me1/2 | UCEC (8.30%), COAD (2.75%), STAD (2.5%) |
aIdentified in the Cancer Genome Atlas (TCGA, https://portal.gdc.cancer.gov/). AOF1/2, amine oxidase (flavin-containing) domain 1/2; BHC110, BRAF35-HDAC complex protein; CENP-35, centromere protein 35; CT31, cancer/testis antigen 31; CXXC2/8, CXXC-type zinc finger protein 2/8; Fbl7/10, F-box protein 7/10; FBXL10/11, F-box and leucine-rich repeat protein 10/11; GASC1, gene amplified in squamous cell carcinoma 1 protein; HYA, histocompatibility Y antigen; JARID, Jumonji/AT-rich interaction domain-containing protein; JHDM, Jumonji C domain-containing histone demethylase; JMJD, Jumonji domain-containing; KDM, lysine-specific demethylase; LRR, leucine-rich repeat; LSD1/2, lysine-specific histone demethylase 1/2; MAPJD, MYC-associated protein with JmjC domain; MDIG, mineral dust-induced gene protein; MINA(52/53), MYC-induced nuclear antigen (52/53); NO52/66, nucleolar protein 52/66; PHF2/8, plant homeobox domain finger protein 2/8; PCCX2, protein-containing CXXC domain 2; PPP1R98, protein phosphatase 1, regulatory subunit 98; PSR, phosphatidylserine receptor; PTDSR, Phosphatidylserine receptor; RBBP2, retinoblastoma binding protein 2; RIOX1/2, ribosomal oxygenase 1/2; ROX, ribosomal oxygenase; SMCX/Y, protein SmcX/Y; TDRD14A/B/C, Tudor domain-containing 14A/B/C; TPR, tetratricopeptide repeat; TSGA, testis-specific protein A; URLC2, upregulated in lung cancer 2; UTX/Y, ubiquitously transcribed tetratricopeptide repeat, X/Y chromosome; XE169, Protein Xe169
Km values for the substrates and IC50 values for oncometabolites of KDMs
| Enzyme | KM (α-KG)/μMa | KM (O2)/μMa | KM (Fe2+)/μMa | IC50 (D-2HG)/μMb | IC50 (L-2HG)/μMb |
|---|---|---|---|---|---|
| KDM2A | NA | NA | NA | 106 ± 22[ | 48 ± 15[ |
| KDM4A | 10 ± 1[ | 57 ± 10[ | <0.1[ | 2.1[ | 26 ± 3[ |
| KDM4B | 6 ± 3[ | NA | <0.1[ | 150 ± 30[ | 450 ± 130[ |
| KDM4C | 12 ± 2[ | 158 ± 13[ | NA | 79 ± 7[ | 97 ± 24[ |
| KDM4D | NA | NA | NA | Inhibition[ | Inhibition[ |
| KDM4E | 21 ± 2[ | 197 ± 16[ | NA | NA | NA |
| KDM5B | 10 ± 2[ | NA | <0.1[ | 10870 ± 1850; Ki[ | 628 ± 36; Ki[ |
| KDM5C | 5.4 ± 0.5[ | NA | NA | NA | NA |
| KDM6A | 8 ± 4[ | NA | <0.1[ | 180 ± 30[ | 180 ± 30[ |
| KDM6B | 8.2 ± 1.0[ | NA | 6 ± 2[ | 350 ± 100[ | 350 ± 100[ |
| KDM6C | 5.1 ± 1.4[ | NA | NA | NA | NA |
| TET1 | 55 ± 20[ | 30 ± 10[ | 4.8 ± 4[ | Inhibition[ | Inhibition[ |
| TET2 | 60 ± 15[ | 30 ± 3[ | 3.6 ± 3[ | 5000[ | 1600[ |
| FTO | NA | NA | NA | Inhibition[ | Inhibition[ |
| FIH | 25 ± 3[ | 90−150[ | 0.5 ± 0.2[ | 1000[ | 189 ± 34[ |
| PHD1 | 1[ | NA | NA | >50,000[ | 625 ± 100; Ki[ |
| PHD2 | 60[ | 250[ | 0.03 ± 0.004[ | >50,000[ | 1150 ± 130; Ki[ |
| PHD3 | 60[ | NA | NA | >50,000[ | 90 ± 20; Ki[ |
| P4HA1/2, PLOD1/3 | 20[ | 40[ | 2[ | ∼2000[ | NA |
| ALKBH2 | NA | NA | NA | 424 ± 77[ | 150 ± 20[ |
| ALKBH3 | NA | NA | NA | 500[ | NA |
| ATP5B | NA | NA | NA | Inhibition[ | Inhibition[ |
| BBOX1 | NA | NA | NA | 13,200 ± 1100[ | 142 ± 30[ |
ALKBH2/3 AlkB homolog 2/3, ATP5B ATP synthase β subunit, BBOX1 γ-butyrobetaine hydroxylase 1, FIH factor inhibiting-hypoxia-inducible factor, HIF hypoxia-inducible factor, 2OG 2-oxoglutarate, PHD1/2/3 prolyl hydroxylase domain-containing protein 1/2/3, PLOD1/3 collagen lysine hydroxylases, P4HA1/2 collagen prolyl hydroxylases, R-2HG R-enantiomer of 2-hydroxyglutarate, IC50 half-maximal inhibitory concentration, Ki inhibitory constant
aThe Km values of KDM4A/4C/4E/6A/6B/6C, TET1/2, FIH, PHD1/2/3, P4HA1/2, PLOD1/3, ALKDH2/3 for their substrates α-KG, oxygen, and Fe2+ were determined. The values are mean (±SD)
bInhibition of 2OG-oxygenases by R- and S-2HG for KDM2A, KDM4A/4C/4D/5B, TET1/2, FTO, FIH, PHD1/2/3, P4HA1/2, PLOD1/3, ALKBH2/3, ATP5B, and BBOX1. The values are mean (±SD
Fig. 2Schematic showing signal control vs. metabolic control.
Metabolic control and signaling control interpret how the levels of O2, α-ketoglutarate (α-KG), and 2-hydroxyglutarate (2-HG) modulate gene expression by altering histone methylation. DNA-bound proteins (DBP) or DNA-bound long noncoding RNAs recruit histone demethylases (KDM), such as JARID and JMJD. In low oxygen or α-KG concentrations and a 2-HG high concentration, the activities of JARID or JMJD are suppressed at different loci for each cell, resulting in a high methylation level on the corresponding loci. Transcription factors (TF) such as hypoxia-inducible factor (HIF) are activated under low oxygen conditions or high 2-HG conditions. Activated TFs recruit histone methyltransferase (HMT), which forms a complex with KDM. In most cells, although KDM and HMT are recruited together, the histone methylation level was upregulated by HMT, as the KDM activity is suppressed under hypoxic or high 2-HG conditions. Dynamic histone modification can regulate transcription, replication, and DNA repair
Fig. 3Metabolic reactions that alter the effective α-KG concentration.
Glucose and glutamine are transported inside cells using individual transporters (circles with arrows). Glucose is converted to pyruvate via glycolysis, which is then converted into acetyl CoA by PDH and used in the TCA cycle. Intermediates in the TCA cycle, from citrate to oxaloacetate, are converted by individual enzymes. IDH1 and IDH2 are localized in the cytosol and mitochondria, respectively. Both enzymes convert isocitrate to α-KG. Glutamine is converted to glutamate by GLS, which can be converted to α-KG by GDH or AT. α-KG is used as a substrate by α-KG-dependent dioxygenase together with oxygen and iron ions. The types of α-KG-dependent dioxygenases include enzymes that induce metabolic epigenetic changes in histones, DNA, and RNA, and enzymes that induce changes in signaling. As these enzymes are α-KG- and O2-dependent, they are inhibited via deprivation of these factors. Regarding α-KG, (i) mutated IDH1/2 and PHGDH produce D-2HG, and (ii) LDHA and MDH1/2, whose levels are increased under hypoxic conditions, produce L-2HG. Both types of 2-HG compete with α-KG to inhibit α-KG-dependent dioxygenases. Both D-2HG and L-2HG can be converted to α-KG by D2HGDH and L2HGDH, respectively. Under hypoxic conditions, the activity of α-KG-dependent dioxygenases is inhibited via the regulation of glucose and glutamine pathways as well as by the O2 concentration. Hypoxia increases glycolysis by upregulating glucose transporters and enzymes related to glycolysis. Hypoxia-inducible factor 1 alpha (HIF1α) activates PDK, an enzyme that inactivates PDH (which converts pyruvate to acetyl-CoA); therefore, hypoxia inhibits the entry of pyruvate into the TCA cycle. Glutamine uptake and GDH (the enzyme that converts glutamate to α-KG) are upregulated under hypoxic conditions. Glutamine is converted to α-KG to provide intermediates for the TCA cycle. Details are provided in the text and the enzymes are shown in green. AT aminotransferases, D2HGDH D-2HG dehydrogenase, FH fumarate hydratase, FTO fat mass and obesity-associated protein, GDH glutamate dehydrogenases, GLS glutaminase, IDH1/2 isocitrate dehydrogenases 1/2, JHDM JmjC domain-containing histone demethylases, L2HGDH L-2HG dehydrogenase, LDHA lactate dehydrogenase A, MDH 1/2 malate dehydrogenase 1/2, PDH pyruvate dehydrogenase, PDK1 pyruvate dehydrogenase kinase 1, PHGDH D-3-phosphoglycerate dehydrogenase, SDH succinate dehydrogenase, TET ten-eleven translocation, TCA tricarboxylic acid