Cancer Research Landon Prizes for Basic and Translational Cancer Research  Tumor Immunology: New Perspectives
HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS
Cancer Research Clinical Cancer Research
Cancer Epidemiology Biomarkers & Prevention Molecular Cancer Therapeutics
Molecular Cancer Research Cancer Prevention Research
Cancer Prevention Journals Portal Cancer Reviews Online
Annual Meeting Education Book Meeting Abstracts Online

[Cancer Research 48, 1159-1161, March 1, 1988]
© 1988 American Association for Cancer Research

This Article
Right arrow Full Text (PDF)
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Services
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow reprints & permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Feinberg, A. P.
Right arrow Articles by Ehrlich, M.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Feinberg, A. P.
Right arrow Articles by Ehrlich, M.

Reduced Genomic 5-Methylcytosine Content in Human Colonic Neoplasia1

Andrew P. Feinberg2, Charles W. Gehrke, Kenneth C. Kuo and Melanie Ehrlich

Howard Hughes Medical Institute and Departments of Internal Medicine and Human Genetics, University of Michigan Medical School, Ann Arbor, Michigan 48109 [A. P. F.]; Department of Biochemistry, University of Missouri, Columbia, Missouri 65211 [C. W. G., K. C. K.]; and Department of Biochemistry, Tulane University School of Medicine, New Orleans, Louisiana 70112 [M. E.]

DNA methylation appears to play an important role in both physiological and experimentally modified gene expression, and alterations in DNA methylation have been described in animal tumor models and in transformed cells and tumor cell lines. However, there have been comparatively few reports on DNA methylation in primary human malignancies, and these reports are somewhat contradictory. While individual genes have shown hypomethylation in colon cancer and premalignant adenomas as well as in lung cancer, other genes have shown increased methylation, and absolute measures of 5-methylcytosine content have shown decreases in malignancies but not in premalignant adenomas. We have used a sensitive quantitative measurement of 5-methylcytosine content by high performance liquid chromatography revealing an unequivocal hypomethylation of tumor DNA. An average of 8 and 10% reduction in genomic 5-methylcytosine content was seen in apparently all colon adenomas and adenocarcinomas, respectively, and there was no significant difference between benign and malignant tumors. This is a substantial quantitative alteration and suggests a pervasive abnormality in the control of DNA methylation. Surprisingly, three patients with the highest 5-methylcytosine content in their normal colon appear to have a germline predisposition to cancer (Lynch syndrome).

1 This work was supported in part by the Howard Hughes Medical Institute and grants from the National Foundation/March of Dimes and the Higher Education Research Assistance Act of the State of Missouri.

2 To whom requests for reprints should be addressed.

Received 8/11/87. Revised 11/30/87. Accepted 12/ 4/87.




This article has been cited by other articles:


Home page
Mol Hum ReprodHome page
M. Monk, M. Hitchins, and S. Hawes
Differential expression of the embryo/cancer gene ECSA(DPPA2), the cancer/testis gene BORIS and the pluripotency structural gene OCT4, in human preimplantation development
Mol. Hum. Reprod., June 1, 2008; 14(6): 347 - 355.
[Abstract] [Full Text] [PDF]


Home page
Sci SignalHome page
X. Cheng
Silent Assassin: Oncogenic Ras Directs Epigenetic Inactivation of Target Genes
Sci. Signal., April 1, 2008; 1(13): pe14 - pe14.
[Abstract] [Full Text] [PDF]


Home page
Cancer Epidemiol. Biomarkers Prev.Home page
A. Y. Jung, E. M. Poole, J. Bigler, J. Whitton, J. D. Potter, and C. M. Ulrich
DNA Methyltransferase and Alcohol Dehydrogenase: Gene-Nutrient Interactions in Relation to Risk of Colorectal Polyps
Cancer Epidemiol. Biomarkers Prev., February 1, 2008; 17(2): 330 - 338.
[Abstract] [Full Text] [PDF]


Home page
Toxicol SciHome page
M. Szyf
The Dynamic Epigenome and its Implications in Toxicology
Toxicol. Sci., November 1, 2007; 100(1): 7 - 23.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
T. Hinoi, A. Akyol, B. K. Theisen, D. O. Ferguson, J. K. Greenson, B. O. Williams, K. R. Cho, and E. R. Fearon
Mouse Model of Colonic Adenoma-Carcinoma Progression Based on Somatic Apc Inactivation
Cancer Res., October 15, 2007; 67(20): 9721 - 9730.
[Abstract] [Full Text] [PDF]


Home page
JAMAHome page
B. F. Cole, J. A. Baron, R. S. Sandler, R. W. Haile, D. J. Ahnen, R. S. Bresalier, G. McKeown-Eyssen, R. W. Summers, R. I. Rothstein, C. A. Burke, et al.
Folic Acid for the Prevention of Colorectal Adenomas: A Randomized Clinical Trial
JAMA, June 6, 2007; 297(21): 2351 - 2359.
[Abstract] [Full Text] [PDF]


Home page
Hum Mol GenetHome page
R. M. Brena and J. F. Costello
Genome-epigenome interactions in cancer
Hum. Mol. Genet., April 15, 2007; 16(R1): R96 - R105.
[Abstract] [Full Text] [PDF]


Home page
Cancer Epidemiol. Biomarkers Prev.Home page
M. van den Donk, M. van Engeland, L. Pellis, B. J.M. Witteman, F. J. Kok, J. Keijer, and E. Kampman
Dietary Folate Intake in Combination with MTHFR C677T Genotype and Promoter Methylation of Tumor Suppressor and DNA Repair Genes in Sporadic Colorectal Adenomas
Cancer Epidemiol. Biomarkers Prev., February 1, 2007; 16(2): 327 - 333.
[Abstract] [Full Text] [PDF]


Home page
Cancer Epidemiol. Biomarkers Prev.Home page
D. Ting Hsiung, C. J. Marsit, E. A. Houseman, K. Eddy, C. S. Furniss, M. D. McClean, and K. T. Kelsey
Global DNA Methylation Level in Whole Blood as a Biomarker in Head and Neck Squamous Cell Carcinoma
Cancer Epidemiol. Biomarkers Prev., January 1, 2007; 16(1): 108 - 114.
[Abstract] [Full Text] [PDF]


Home page
Ann. N. Y. Acad. Sci.Home page
T. S. LEE, J. W. KIM, G. H. KANG, N. H. PARK, Y. S. SONG, S. B. KANG, and H. P. LEE
DNA Hypomethylation of CAGE Promotors in Squamous Cell Carcinoma of Uterine Cervix
Ann. N.Y. Acad. Sci., December 1, 2006; 1091(1): 218 - 224.
[Abstract] [Full Text] [PDF]


Home page
Genes Dev.Home page
A. H. Ting, K. M. McGarvey, and S. B. Baylin
The cancer epigenome--components and functional correlates
Genes & Dev., December 1, 2006; 20(23): 3215 - 3231.
[Abstract] [Full Text] [PDF]


Home page
J. Nutr.Home page
G. R. Wasson, A. P. McGlynn, H. McNulty, S. L. O'Reilly, V. J. McKelvey-Martin, G. McKerr, J. J. Strain, J. Scott, and C. S. Downes
Global DNA and p53 Region-Specific Hypomethylation in Human Colonic Cells Is Induced by Folate Depletion and Reversed by Folate Supplementation
J. Nutr., November 1, 2006; 136(11): 2748 - 2753.
[Abstract] [Full Text] [PDF]


Home page
Mol. Cell. Biol.Home page
H. Lin, Y. Yamada, S. Nguyen, H. Linhart, L. Jackson-Grusby, A. Meissner, K. Meletis, G. Lo, and R. Jaenisch
Suppression of Intestinal Neoplasia by Deletion of Dnmt3b
Mol. Cell. Biol., April 15, 2006; 26(8): 2976 - 2983.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
K.-W. Jair, K. E. Bachman, H. Suzuki, A. H. Ting, I. Rhee, R.-W. C. Yen, S. B. Baylin, and K. E. Schuebel
De novo CpG Island Methylation in Human Cancer Cells
Cancer Res., January 15, 2006; 66(2): 682 - 692.
[Abstract] [Full Text] [PDF]


Home page
Nucleic Acids ResHome page
D. J. Weisenberger, M. Campan, T. I. Long, M. Kim, C. Woods, E. Fiala, M. Ehrlich, and P. W. Laird
Analysis of repetitive element DNA methylation by MethyLight
Nucleic Acids Res., December 2, 2005; 33(21): 6823 - 6836.
[Abstract] [Full Text] [PDF]


Home page
Proc. Natl. Acad. Sci. USAHome page
Y. Yamada, L. Jackson-Grusby, H. Linhart, A. Meissner, A. Eden, H. Lin, and R. Jaenisch
Opposing effects of DNA hypomethylation on intestinal and liver carcinogenesis
PNAS, September 20, 2005; 102(38): 13580 - 13585.
[Abstract] [Full Text] [PDF]


Home page
JNCI J Natl Cancer InstHome page
L.-C. Li, P. R. Carroll, and R. Dahiya
Epigenetic Changes in Prostate Cancer: Implication for Diagnosis and Treatment
J Natl Cancer Inst, January 19, 2005; 97(2): 103 - 115.
[Abstract] [Full Text] [PDF]


Home page
Hum Mol GenetHome page
J. Frigola, X. Sole, M. F. Paz, V. Moreno, M. Esteller, G. Capella, and M. A. Peinado
Differential DNA hypermethylation and hypomethylation signatures in colorectal cancer
Hum. Mol. Genet., January 15, 2005; 14(2): 319 - 326.
[Abstract] [Full Text] [PDF]


Home page
Nucleic Acids ResHome page
M. Kim, B. N. Trinh, T. I. Long, S. Oghamian, and P. W. Laird
Dnmt1 deficiency leads to enhanced microsatellite instability in mouse embryonic stem cells
Nucleic Acids Res., October 27, 2004; 32(19): 5742 - 5749.
[Abstract] [Full Text] [PDF]


Home page
CarcinogenesisHome page
M. A. Pereira, L. Tao, W. Wang, Y. Li, A. Umar, V. E. Steele, and R. A. Lubet
Modulation by celecoxib and difluoromethylornithine of the methylation of DNA and the estrogen receptor-{alpha} gene in rat colon tumors
Carcinogenesis, October 1, 2004; 25(10): 1917 - 1923.
[Abstract] [Full Text] [PDF]


Home page
J. Biol. Chem.Home page
P. Pakneshan, M. Szyf, R. Farias-Eisner, and S. A. Rabbani
Reversal of the Hypomethylation Status of Urokinase (uPA) Promoter Blocks Breast Cancer Growth and Metastasis
J. Biol. Chem., July 23, 2004; 279(30): 31735 - 31744.
[Abstract] [Full Text] [PDF]


Home page
Biol Res NursHome page
E. J. Corwin
The Concept of Epigenetics and Its Role in the Development of Cardiovascular Disease: Commentary on "New and Emerging Theories of Cardiovascular Disease"
Biol Res Nurs, July 1, 2004; 6(1): 11 - 16.
[PDF]


Home page
Genome Res.Home page
P. D. Rabinowicz, L. E. Palmer, B. P. May, M. T. Hemann, S. W. Lowe, W. R. McCombie, and R. A. Martienssen
Genes and Transposons Are Differentially Methylated in Plants, but Not in Mammals
Genome Res., December 1, 2003; 13(12): 2658 - 2664.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
M. van Engeland, M. P. Weijenberg, G. M. J. M. Roemen, M. Brink, A. P. de Bruine, R. A. Goldbohm, P. A. van den Brandt, S. B. Baylin, A. F. P. M. de Goeij, and J. G. Herman
Effects of Dietary Folate and Alcohol Intake on Promoter Methylation in Sporadic Colorectal Cancer: The Netherlands Cohort Study on Diet and Cancer
Cancer Res., June 15, 2003; 63(12): 3133 - 3137.
[Abstract] [Full Text] [PDF]


Home page
J. Biol. Chem.Home page
N. Detich, S. Hamm, G. Just, J. D. Knox, and M. Szyf
The Methyl Donor S-Adenosylmethionine Inhibits Active Demethylation of DNA: A CANDIDATE NOVEL MECHANISM FOR THE PHARMACOLOGICAL EFFECTS OF S-ADENOSYLMETHIONINE
J. Biol. Chem., May 30, 2003; 278(23): 20812 - 20820.
[Abstract] [Full Text] [PDF]


Home page
Am. J. Pathol.Home page
B. Iacopetta
Aberrant DNA Methylation: Have We Entered the Era of More Than One Type of Colorectal Cancer?
Am. J. Pathol., April 1, 2003; 162(4): 1043 - 1045.
[Full Text] [PDF]


Home page
Am. J. Pathol.Home page
C. Bariol, C. Suter, K. Cheong, S.-L. Ku, A. Meagher, N. Hawkins, and R. Ward
The Relationship between Hypomethylation and CpG Island Methylation in Colorectal Neoplasia
Am. J. Pathol., April 1, 2003; 162(4): 1361 - 1371.
[Abstract] [Full Text] [PDF]


Home page
Ann. N. Y. Acad. Sci.Home page
B. K. DUNN
Hypomethylation: One Side of a Larger Picture
Ann. N.Y. Acad. Sci., March 1, 2003; 983(1): 28 - 42.
[Abstract] [Full Text] [PDF]


Home page
Ann. N. Y. Acad. Sci.Home page
J. E. SUTHERLAND and M. COSTA
Epigenetics and the Environment
Ann. N.Y. Acad. Sci., March 1, 2003; 983(1): 151 - 160.
[Abstract] [Full Text] [PDF]


Home page
Biol. Reprod.Home page
G. G. Cezar, M. S. Bartolomei, E. J. Forsberg, N. L. First, M. D. Bishop, and K. J. Eilertsen
Genome-Wide Epigenetic Alterations in Cloned Bovine Fetuses
Biol Reprod, March 1, 2003; 68(3): 1009 - 1014.
[Abstract] [Full Text] [PDF]


Home page
Nucleic Acids ResHome page
D. Stach, O. J. Schmitz, S. Stilgenbauer, A. Benner, H. Dohner, M. Wiessler, and F. Lyko
Capillary electrophoretic analysis of genomic DNA methylation levels
Nucleic Acids Res., January 15, 2003; 31(2): e2 - e2.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
H. Cui, P. Onyango, S. Brandenburg, Y. Wu, C.-L. Hsieh, and A. P. Feinberg
Loss of Imprinting in Colorectal Cancer Linked to Hypomethylation of H19 and IGF2
Cancer Res., November 15, 2002; 62(22): 6442 - 6446.
[Abstract] [Full Text] [PDF]


Home page
GutHome page
K Khosraviani, H P Weir, P Hamilton, J Moorehead, and K Williamson
Effect of folate supplementation on mucosal cell proliferation in high risk patients for colon cancer
Gut, August 1, 2002; 51(2): 195 - 199.
[Abstract] [Full Text] [PDF]


Home page
J. Nutr.Home page
C. A. Cooney, A. A. Dave, and G. L. Wolff
Maternal Methyl Supplements in Mice Affect Epigenetic Variation and DNA Methylation of Offspring
J. Nutr., August 1, 2002; 132(8): 2393S - 2400.
[Abstract] [Full Text] [PDF]


Home page
J. Nutr.Home page
M. Ehrlich
DNA Hypomethylation, Cancer, the Immunodeficiency, Centromeric Region Instability, Facial Anomalies Syndrome and Chromosomal Rearrangements
J. Nutr., August 1, 2002; 132(8): 2424S - 2429.
[Abstract] [Full Text] [PDF]


Home page
CarcinogenesisHome page
E. Ballestar and M. Esteller
The impact of chromatin in human cancer: linking DNA methylation to gene silencing
Carcinogenesis, July 1, 2002; 23(7): 1103 - 1109.
[Abstract] [Full Text] [PDF]


Home page
Mol. Cell. Biol.Home page
B. N. Trinh, T. I. Long, A. E. Nickel, D. Shibata, and P. W. Laird
DNA Methyltransferase Deficiency Modifies Cancer Susceptibility in Mice Lacking DNA Mismatch Repair
Mol. Cell. Biol., May 1, 2002; 22(9): 2906 - 2917.
[Abstract] [Full Text] [PDF]


Home page
CarcinogenesisHome page
R.S. Okoji, R.C. Yu, R.R. Maronpot, and J.R. Froines
Sodium arsenite administration via drinking water increases genome-wide and Ha-ras DNA hypomethylation in methyl-deficient C57BL/6J mice
Carcinogenesis, May 1, 2002; 23(5): 777 - 785.
[Abstract] [Full Text] [PDF]


Home page
Cell Growth Differ.Home page
J. M. Ordway and T. Curran
Methylation Matters: Modeling a Manageable Genome
Cell Growth Differ., April 1, 2002; 13(4): 149 - 162.
[Full Text] [PDF]


Home page
Cancer Epidemiol. Biomarkers Prev.Home page
C. S. Fuchs, W. C. Willett, G. A. Colditz, D. J. Hunter, M. J. Stampfer, F. E. Speizer, and E. L. Giovannucci
The Influence of Folate and Multivitamin Use on the Familial Risk of Colon Cancer in Women
Cancer Epidemiol. Biomarkers Prev., March 1, 2002; 11(3): 227 - 234.
[Abstract] [Full Text] [PDF]


Home page
CarcinogenesisHome page
S. Sibani, S. Melnyk, I. P. Pogribny, W. Wang, F. Hiou-Tim, L. Deng, J. Trasler, S.J. James, and R. Rozen
Studies of methionine cycle intermediates (SAM, SAH), DNA methylation and the impact of folate deficiency on tumor numbers in Min mice
Carcinogenesis, January 1, 2002; 23(1): 61 - 65.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
C.-H. Lin, S.-Y. Hsieh, I-S. Sheen, W.-C. Lee, T.-C. Chen, W.-C. Shyu, and Y.-F. Liaw
Genome-wide Hypomethylation in Hepatocellular Carcinogenesis
Cancer Res., May 1, 2001; 61(10): 4238 - 4243.
[Abstract] [Full Text]


Home page
J. Med. Genet.Home page
J. F Costello and C. Plass
Methylation matters
J. Med. Genet., May 1, 2001; 38(5): 285 - 303.
[Abstract] [Full Text]


Home page
Proc. Natl. Acad. Sci. USAHome page
A. P. Feinberg
Cancer epigenetics takes center stage
PNAS, January 16, 2001; 98(2): 392 - 394.
[Full Text] [PDF]


Home page
GutHome page
F J Hernandez-Blazquez, M Habib, J-M Dumollard, C Barthelemy, M Benchaib, A de Capoa, and A Niveleau
Evaluation of global DNA hypomethylation in human colon cancer tissues by immunohistochemistry and image analysis
Gut, November 1, 2000; 47(5): 689 - 693.
[Abstract] [Full Text] [PDF]


Home page
Ann. N. Y. Acad. Sci.Home page
M. SZYF, D. J. KNOX, S. MILUTINOVIC, A. D. SLACK, and F. D. ARAUJO
How Does DNA Methyltransferase Cause Oncogenic Transformation?
Ann. N.Y. Acad. Sci., June 1, 2000; 910(1): 156 - 177.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
J. Song, K.-J. Sohn, A. Medline, C. Ash, S. Gallinger, and Y.-I. Kim
Chemopreventive Effects of Dietary Folate on Intestinal Polyps in Apc+/- Msh2-/- Mice
Cancer Res., June 1, 2000; 60(12): 3191 - 3199.
[Abstract] [Full Text]


Home page
J. Nutr.Home page
S.-W. Choi, F. Stickel, H. W. Baik, Y.-I. Kim, H. K. Seitz, and J. B. Mason
Chronic Alcohol Consumption Induces Genomic but Not p53-Specific DNA Hypomethylation in Rat Colon
J. Nutr., November 1, 1999; 129(11): 1945 - 1950.
[Abstract] [Full Text]


Home page
Arterioscler. Thromb. Vasc. Bio.Home page
M. O. Laukkanen, S. Mannermaa, M. O. Hiltunen, S. Aittomaki, K. Airenne, J. Janne, and S. Yla-Herttuala
Local Hypomethylation in Atherosclerosis Found in Rabbit ec-sod Gene
Arterioscler. Thromb. Vasc. Biol., September 1, 1999; 19(9): 2171 - 2178.
[Abstract] [Full Text] [PDF]


Home page
Cancer Res.Home page
A. M. De Marzo, V. L. Marchi, E. S. Yang, R. Veeraswamy, X. Lin, and W. G. Nelson
Abnormal Regulation of DNA Methyltransferase Expression during Colorectal Carcinogenesis
Cancer Res., August 1, 1999; 59(16): 3855 - 3860.
[Abstract] [Full Text] [PDF]


Home page
BloodHome page
R. Singal and G. D. Ginder
DNA Methylation
Blood, June 15, 1999; 93(12): 4059 - 4070.
[Full Text] [PDF]


Home page
J. Biol. Chem.Home page
N. Cervoni, S. Bhattacharya, and M. Szyf
DNA Demethylase Is a Processive Enzyme
J. Biol. Chem., March 26, 1999; 274(13): 8363 - 8366.
[Abstract] [Full Text] [PDF]


Home page
Mol. Cell. Biol.Home page
J. A. Mikovits, H. A. Young, P. Vertino, J.-P. J. Issa, P. M. Pitha, S. Turcoski-Corrales, D. D. Taub, C. L. Petrow, S. B. Baylin, and F. W. Ruscetti
Infection with Human Immunodeficiency Virus Type 1 Upregulates DNA Methyltransferase, Resulting in De Novo Methylation of the Gamma Interferon (IFN-gamma ) Promoter and Subsequent Downregulation of IFN-gamma Production
Mol. Cell. Biol., September 1, 1998; 18(9): 5166 - 5177.
[Abstract] [Full Text]


Home page
Proc. Natl. Acad. Sci. USAHome page
P. A. Jones and M. L. Gonzalgo
Altered DNA methylation and genome instability: A new pathway to cancer?
PNAS, March 18, 1997; 94(6): 2103 - 2105.
[Full Text] [PDF]


Home page
Proc. Natl. Acad. Sci. USAHome page
C. Lengauer, K. W. Kinzler, and B. Vogelstein
DNA methylation and genetic instability in colorectal cancer cells
PNAS, March 18, 1997; 94(6): 2545 - 2550.
[Abstract] [Full Text] [PDF]


Home page
J. Biol. Chem.Home page
M. S. J. T. and Vera Bozovic and M. Szyf
Ras Induces a General DNA Demethylation Activity in Mouse Embryonal P19 Cells
J. Biol. Chem., May 26, 1995; 270(21): 12690 - 12696.
[Abstract] [Full Text] [PDF]


Home page
J. Biol. Chem.Home page
A. R. MacLeod and M. Szyf
Expression of Antisense to DNA Methyltransferase mRNA Induces DNA Demethylation and Inhibits Tumorigenesis
J. Biol. Chem., April 7, 1995; 270(14): 8037 - 8043.
[Abstract] [Full Text] [PDF]


Home page
Genome Res.Home page
L. Z. Strichman-Almashanu, R. S. Lee, P. O. Onyango, E. Perlman, F. Flam, M. B. Frieman, and A. P. Feinberg
A Genome-Wide Screen for Normally Methylated Human CpG Islands That Can Identify Novel Imprinted Genes
Genome Res., April 1, 2002; 12(4): 543 - 554.
[Abstract] [Full Text] [PDF]




HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS
Cancer Research Clinical Cancer Research
Cancer Epidemiology Biomarkers & Prevention Molecular Cancer Therapeutics
Molecular Cancer Research Cancer Prevention Research
Cancer Prevention Journals Portal Cancer Reviews Online
Annual Meeting Education Book Meeting Abstracts Online
Copyright © 1988 by the American Association for Cancer Research.