Cited by 173Genomics and Chromatin DynamicsGene expression and cancer classificationEpigenetics and DNA Methylation

Definition, conservation and epigenetics of housekeeping and tissue-enriched genes

Open access
She, Xinwei, Rohl, Carol A, Castle, John C, Kulkarni, Amit V, Johnson, Jason M, Chen, Ronghua·2009·BMC Genomics

Abstract

BACKGROUND: Housekeeping genes (HKG) are constitutively expressed in all tissues while tissue-enriched genes (TEG) are expressed at a much higher level in a single tissue type than in others. HKGs serve as valuable experimental controls in gene and protein expression experiments, while TEGs tend to represent distinct physiological processes and are frequently candidates for biomarkers or drug targets. The genomic features of these two groups of genes expressed in opposing patterns may shed light on the mechanisms by which cells maintain basic and tissue-specific functions. RESULTS: Here, we generate gene expression profiles of 42 normal human tissues on custom high-density microarrays to systematically identify 1,522 HKGs and 975 TEGs and compile a small subset of 20 housekeeping genes which are highly expressed in all tissues with lower variance than many commonly used HKGs. Cross-species comparison shows that both the functions and expression patterns of HKGs are conserved. TEGs are enriched with respect to both segmental duplication and copy number variation, while no such enrichment is observed for HKGs, suggesting the high expression of HKGs are not due to high copy numbers. Analysis of genomic and epigenetic features of HKGs and TEGs reveals that the high expression of HKGs across different tissues is associated with decreased nucleosome occupancy at the transcription start site as indicated by enhanced DNase hypersensitivity. Additionally, we systematically and quantitatively demonstrated that the CpG islands' enrichment in HKGs transcription start sites (TSS) and their depletion in TEGs TSS. Histone methylation patterns differ significantly between HKGs and TEGs, suggesting that methylation contributes to the differential expression patterns as well. CONCLUSION: We have compiled a set of high quality HKGs that should provide higher and more consistent expression when used as references in laboratory experiments than currently used HKGs. The comparison of genomic features between HKGs and TEGs shows that HKGs are more conserved than TEGs in terms of functions, expression pattern and polymorphisms. In addition, our results identify chromatin structure and epigenetic features of HKGs and TEGs that are likely to play an important role in regulating their strikingly different expression patterns.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1186/1471-2164-10-269

Cites

2 of 2 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • UCOEs were found to be helpful for increasing the productivity of recombinant protein cell lines.

    “UCOEs were also found to be helpful for increasing the productivity of recombinant protein cell lines (Benton et al., 2002;She et al., 2009).”

    From Therapeutic glycoprotein production in mammalian cells (2017) · cites this paper as She et al., 2009

    The Results and Discussion section on ultraconserved elements discusses UCEs and their enrichment in housekeeping genes, not UCOEs. Searches for UCOEs and recombinant-protein cell-line productivity found no passage in our copy addressing the claimed benefit. (LLM, conf=0.78)

    Experimental — accuracy not yet measured

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 52

  1. Butte AJ Dzau VJ Glueck SB Further defining housekeeping, or "maintenance," genes Focus on "A compendium of gene expression in normal human tissues" Physiol Genomics 2001 7 95 96 11773595
  2. Eisenberg E Levanon EY Human housekeeping genes are compact Trends Genet 2003 19 362 365 12850439 10.1016/S0168-9525(03)00140-9 · DOI
  3. Vinogradov AE Compactness of human housekeeping genes: selection for economy or genomic design? Trends Genet 2004 20 248 253 15109779 10.1016/j.tig.2004.03.006 · DOI
  4. Lercher MJ Urrutia AO Hurst LD Clustering of housekeeping genes provides a unified model of gene order in the human genome Nat Genet 2002 31 180 183 11992122 10.1038/ng887 · DOI
  5. Zhang L Li WH Mammalian housekeeping genes evolve more slowly than tissue-specific genes Mol Biol Evol 2004 21 236 239 14595094 10.1093/molbev/msh010 · DOI
  6. Quina AS Buschbeck M Di Croce L Chromatin structure and epigenetics Biochem Pharmacol 2006 72 1563 1569 16836980 10.1016/j.bcp.2006.06.016 · DOI
  7. Herman JG Baylin SB Gene silencing in cancer in association with promoter hypermethylation N Engl J Med 2003 349 2042 2054 14627790 10.1056/NEJMra023075 · DOI
  8. Li B Carey M Workman JL The role of chromatin during transcription Cell 2007 128 707 719 17320508 10.1016/j.cell.2007.01.015 · DOI
  9. Rando OJ Chromatin structure in the genomics era Trends Genet 2007 23 67 73 17188397 10.1016/j.tig.2006.12.002 · DOI
  10. Gal-Yam EN Saito Y Egger G Jones PA Cancer Epigenetics: Modifications, Screening, and Therapy Annual Review of Medicine 2008 59 267 280 17937590 10.1146/annurev.med.59.061606.095816 · DOI
  11. Vandesompele J De Preter K Pattyn F Poppe B Van Roy N De Paepe A Speleman F Accurate normalization of real-time quantitative RT-PCR data by geometric averaging of multiple internal control genes Genome Biol 2002 3 RESEARCH0034 12184808 10.1186/gb-2002-3-7-research0034 PMC126239 · DOI · Paper page
  12. Hsiao LL Dangond F Yoshida T Hong R Jensen RV Misra J Dillon W Lee KF Clark KE Haverty P A compendium of gene expression in normal human tissues Physiological Genomics 2001 7 97 104 11773596
  13. Tu Z Wang L Xu M Zhou X Chen T Sun F Further understanding human disease genes by comparing with housekeeping genes and other genes BMC Genomics 2006 7 31 16504025 10.1186/1471-2164-7-31 PMC1397819 · DOI
  14. De Ferrari L Aitken S Mining housekeeping genes with a Naive Bayes classifier BMC Genomics 2006 7 277 17074078 10.1186/1471-2164-7-277 PMC1635426 · DOI
  15. de Jonge HJ Fehrmann RS de Bont ES Hofstra RM Gerbens F Kamps WA de Vries EG Zee AG van der te Meerman GJ ter Elst A Evidence based selection of housekeeping genes PLoS ONE 2007 2 e898 17878933 10.1371/journal.pone.0000898 PMC1976390 · DOI
  16. Kouadjo KE Nishida Y Cadrin-Girard JF Yoshioka M St-Amand J Housekeeping and tissue-specific genes in mouse tissues BMC Genomics 2007 8 127 17519037 10.1186/1471-2164-8-127 PMC1888706 · DOI
  17. Su AI Wiltshire T Batalov S Lapp H Ching KA Block D Zhang J Soden R Hayakawa M Kreiman G A gene atlas of the mouse and human protein-encoding transcriptomes Proc Natl Acad Sci USA 2004 101 6062 6067 15075390 10.1073/pnas.0400782101 PMC395923 · DOI · Paper page
  18. Zhang W Morris QD Chang R Shai O Bakowski MA Mitsakakis N Mohammad N Robinson MD Zirngibl R Somogyi E The functional landscape of mouse gene expression J Biol 2004 3 21 15588312 10.1186/jbiol16 PMC549719 · DOI
  19. Liang S Li Y Be X Howes S Liu W Detecting and profiling tissue-selective genes Physiol Genomics 2006 26 158 162 16684803 10.1152/physiolgenomics.00313.2005 · DOI
  20. Farre D Bellora N Mularoni L Messeguer X Alba MM Housekeeping genes tend to show reduced upstream sequence conservation Genome Biol 2007 8 R140 17626644 10.1186/gb-2007-8-7-r140 PMC2323216 · DOI
  21. Zhu J He F Song S Wang J Yu J How many human genes can be defined as housekeeping with current expression data? BMC Genomics 2008 9 172 18416810 10.1186/1471-2164-9-172 PMC2396180 · DOI
  22. Thomas PD Campbell MJ Kejariwal A Mi H Karlak B Daverman R Diemer K Muruganujan A Narechania A PANTHER: a library of protein families and subfamilies indexed by function Genome Research 2003 13 2129 2141 12952881 10.1101/gr.772403 PMC403709 · DOI
  23. Wheeler DL Barrett T Benson DA Bryant SH Canese K Chetvernin V Church DM DiCuccio M Edgar R Federhen S Database resources of the National Center for Biotechnology Information Nucleic Acids Research 2007 D5 12 17170002 10.1093/nar/gkl1031 PMC1781113 · DOI · Paper page
  24. Zhu J He F Hu S Yu J On the nature of human housekeeping genes Trends Genet 2008 24 481 484 18786740 10.1016/j.tig.2008.08.004 · DOI
  25. Bailey JA Yavor AM Massa HF Trask BJ Eichler EE Segmental duplications: organization and impact within the current human genome project assembly Genome Research 2001 11 1005 1017 11381028 10.1101/gr.GR-1871R PMC311093 · DOI
  26. She X Liu G Ventura M Zhao S Misceo D Roberto R Cardone MF Rocchi M Green ED Archidiacano N A preliminary comparative analysis of primate segmental duplications shows elevated substitution rates and a great-ape expansion of intrachromosomal duplications Genome Research 2006 16 576 583 16606706 10.1101/gr.4949406 PMC1457043 · DOI
  27. Redon R Ishikawa S Fitch KR Feuk L Perry GH Andrews TD Fiegler H Shapero MH Carson AR Chen W Global variation in copy number in the human genome Nature 2006 444 444 454 17122850 10.1038/nature05329 PMC2669898 · DOI
  28. Watkins-Chow DE Pavan WJ Genomic copy number and expression variation within the C57BL/6J inbred mouse strain Genome Research 2008 18 60 66 18032724 10.1101/gr.6927808 PMC2134784 · DOI
  29. McIntyre A Summersgill B Lu YJ Missiaglia E Kitazawa S Oosterhuis JW Looijenga LH Shipley J Genomic copy number and expression patterns in testicular germ cell tumours Br J Cancer 2007 97 1707 1712 18059402 10.1038/sj.bjc.6604079 PMC2360290 · DOI
  30. Bailey JA Eichler EE Primate segmental duplications: crucibles of evolution, diversity and disease Nat Rev Genet 2006 7 552 564 16770338 10.1038/nrg1895 · DOI
  31. Bejerano G Pheasant M Makunin I Stephen S Kent WJ Mattick JS Haussler D Ultraconserved elements in the human genome Science 2004 304 1321 1325 15131266 10.1126/science.1098119 · DOI · Paper page
  32. Gardiner-Garden M Frommer M CpG islands in vertebrate genomes J Mol Biol 1987 196 261 282 3656447 10.1016/0022-2836(87)90689-9 · DOI
  33. Yamashita R Suzuki Y Sugano S Nakai K Genome-wide analysis reveals strong correlation between CpG islands with nearby transcription start sites of genes and their tissue specificity Gene 2005 350 129 136 15784181 10.1016/j.gene.2005.01.012 · DOI
  34. Crawford GE Holt IE Whittle J Webb BD Tai D Davis S Margulies EH Chen Y Bernat JA Ginsburg D Genome-wide mapping of DNase hypersensitive sites using massively parallel signature sequencing (MPSS) Genome Research 2006 16 123 131 16344561 10.1101/gr.4074106 PMC1356136 · DOI
  35. Elgin SC The formation and function of DNase I hypersensitive sites in the process of gene activation J Biol Chem 1988 263 19259 19262 3198625
  36. Xi H Shulha HP Lin JM Vales TR Fu Y Bodine DM McKay RD Chenoweth JG Tesar PJ Furey TS Identification and characterization of cell type-specific and ubiquitous chromatin regulatory structures in the human genome PLoS Genetics 2007 3 e136 17708682 10.1371/journal.pgen.0030136 PMC1950163 · DOI
  37. Kurdistani SK Grunstein M Histone acetylation and deacetylation in yeast Nat Rev Mol Cell Biol 2003 4 276 284 12671650 10.1038/nrm1075 · DOI · Paper page
  38. Bernstein BE Kamal M Lindblad-Toh K Bekiranov S Bailey DK Huebert DJ McMahon S Karlsson EK Kulbokas EJ 3rd Gingeras TR Genomic maps and comparative analysis of histone modifications in human and mouse Cell 2005 120 169 181 15680324 10.1016/j.cell.2005.01.001 · DOI
  39. Kininis M Chen BS Diehl AG Isaacs GD Zhang T Siepel AC Clark AG Kraus WL Genomic analyses of transcription factor binding, histone acetylation, and gene expression reveal mechanistically distinct classes of estrogen-regulated promoters Molecular and Cellular Biology 2007 27 5090 5104 17515612 10.1128/MCB.00083-07 PMC1951957 · DOI
  40. Rada-Iglesias A Ameur A Kapranov P Enroth S Komorowski J Gingeras TR Wadelius C Whole-genome maps of USF1 and USF2 binding and histone H3 acetylation reveal new aspects of promoter structure and candidate genes for common human disorders Genome Research 2008 18 380 392 18230803 10.1101/gr.6880908 PMC2259102 · DOI
  41. Guo X Tatsuoka K Liu R Histone acetylation and transcriptional regulation in the genome of Saccharomyces cerevisiae Bioinformatics (Oxford, England) 2006 22 392 399 16339282 10.1093/bioinformatics/bti823 · DOI
  42. Williams A Flavell RA The role of CTCF in regulating nuclear organization The Journal of Experimental Medicine 2008 205 747 750 18347103 10.1084/jem.20080066 PMC2292214 · DOI
  43. Zhou GL Xin L Song W Di LJ Liu G Wu XS Liu DP Liang CC Active chromatin hub of the mouse alpha-globin locus forms in a transcription factory of clustered housekeeping genes Molecular and Cellular Biology 2006 26 5096 5105 16782894 10.1128/MCB.02454-05 PMC1489176 · DOI
  44. Noordermeer D Branco MR Splinter E Klous P van Ijcken W Swagemakers S Koutsourakis M Spek P van der Pombo A de Laat W Transcription and Chromatin Organization of a Housekeeping Gene Cluster Containing an Integrated beta-Globin Locus Control Region PLoS Genetics 2008 4 e1000016 18369441 10.1371/journal.pgen.1000016 PMC2265466 · DOI
  45. Goldberg AD Allis CD Bernstein E Epigenetics: a landscape takes shape Cell 2007 128 635 638 17320500 10.1016/j.cell.2007.02.006 · DOI · Paper page
  46. Weber M Hellmann I Stadler MB Ramos L Paabo S Rebhan M Schubeler D Distribution, silencing potential and evolutionary impact of promoter DNA methylation in the human genome Nat Genet 2007 39 457 466 17334365 10.1038/ng1990 · DOI
  47. Shen L Kondo Y Guo Y Zhang J Zhang L Ahmed S Shu J Chen X Waterland RA Issa JP Genome-wide profiling of DNA methylation reveals a class of normally methylated CpG island promoters PLoS Genetics 2007 3 2023 2036 17967063 10.1371/journal.pgen.0030181 PMC2041996 · DOI
  48. Caiafa P Zampieri M DNA methylation and chromatin structure: the puzzling CpG islands J Cell Biochem 2005 94 257 265 15546139 10.1002/jcb.20325 · DOI
  49. Jones PA Baylin SB The fundamental role of epigenetic events in cancer Nat Rev Genet 2002 3 415 428 12042769
  50. Jones PA Baylin SB The epigenomics of cancer Cell 2007 128 683 692 17320506 10.1016/j.cell.2007.01.029 PMC3894624 · DOI · Paper page
  51. Johnson JM Castle J Garrett-Engele P Kan Z Loerch PM Armour CD Santos R Schadt EE Stoughton R Shoemaker DD Genome-wide survey of human alternative pre-mRNA splicing with exon junction microarrays Science 2003 302 2141 2144 14684825 10.1126/science.1090100 · DOI
  52. Castle J Garrett-Engele P Armour CD Duenwald SJ Loerch PM Meyer MR Schadt EE Stoughton R Parrish ML Shoemaker DD Optimization of oligonucleotide arrays and RNA amplification protocols for analysis of transcript structure and alternative splicing Genome Biol 2003 4 R66 14519201 10.1186/gb-2003-4-10-r66 PMC328455 · DOI

Cited by

Sorted by citations

Authors
She, X., Rohl, C. A., Castle, J. C., Kulkarni, A. V., Johnson, J. M., & Chen, R.
Affiliations
Merck & Co., Inc., Rahway, NJ, USA (United States) (US)
Corresponding author
  • She, Xinwei
  • Chen, Ronghua
Venue
BMC Genomics
Published
2009
Volume
10
Issue
1
Pages
269
ISSN
1471-2164 (ISSN-L)
OpenAlex
W2132448421
Cited by
173
References
2
Citations by year
2026: 7 · 2025: 8 · 2024: 11 · 2023: 6 · 2022: 10 · 2021: 20 · 2020: 9 · 2019: 8 · 2018: 4 · 2017: 13 · 2016: 10 · 2015: 19 · 2014: 5 · 2013: 11 · 2012: 12
FWCI
4.16
Type
journal article
Language
en
Open access
Licence
cc-by
Locations
  • BMC Genomics (publishedVersion, cc-by)
  • PubMed Central (publishedVersion, cc-by)
  • PubMed (publishedVersion)
  • DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion)
Topics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Genomics and Chromatin Dynamics
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Gene expression and cancer classification
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Epigenetics and DNA Methylation
Keywords
housekeeping genes, tissue-specific gene expression, gene expression profiling, cross-species conservation, segmental duplication, copy number variation, DNase hypersensitivity, nucleosome occupancy, CpG islands, histone methylation, chromatin structure, epigenetics
MeSH terms
Chromatin, Gene Expression Regulation, Humans, Genome, Human, Conserved Sequence, Gene Dosage, CpG Islands, DNA Methylation, Oligonucleotide Array Sequence Analysis, Gene Duplication, Gene Expression Profiling, Transcription Initiation Site, Epigenesis, Genetic

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review