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Liu L, Toung JM, Jassowicz AF, Vijayaraghavan R, Kang H, Zhang R, Kruglyak KM, Huang HJ, Hinoue T, Shen H, Salathia NS, Hong DS, Naing A, Subbiah V, Piha-Paul SA, Bibikova M, Granger G, Barnes B, Shen R, Gutekunst K, Fu S, Tsimberidou AM, Lu C, Eng C, Moulder SL, Kopetz ES, Amaria RN, Meric-Bernstam F, Laird PW, Fan JB, Janku F. Targeted methylation sequencing of plasma cell-free DNA for cancer detection and classification. Ann Oncol 2018; 29:1445-1453. [PMID: 29635542 PMCID: PMC6005020 DOI: 10.1093/annonc/mdy119] [Citation(s) in RCA: 82] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
Background Targeted methylation sequencing of plasma cell-free DNA (cfDNA) has a potential to expand liquid biopsies to patients with tumors without detectable oncogenic alterations, which can be potentially useful in early diagnosis. Patients and methods We developed a comprehensive methylation sequencing assay targeting 9223 CpG sites consistently hypermethylated according to The Cancer Genome Atlas. Next, we carried out a clinical validation of our method using plasma cfDNA samples from 78 patients with advanced colorectal cancer, non-small-cell lung cancer (NSCLC), breast cancer or melanoma and compared results with patients' outcomes. Results Median methylation scores in plasma cfDNA samples from patients on therapy were lower than from patients off therapy (4.74 versus 85.29; P = 0.001). Of 68 plasma samples from patients off therapy, methylation scores detected the presence of cancer in 57 (83.8%), and methylation-based signatures accurately classified the underlying cancer type in 45 (78.9%) of these. Methylation scores were most accurate in detecting colorectal cancer (96.3%), followed by breast cancer (91.7%), melanoma (81.8%) and NSCLC (61.1%), and most accurate in classifying the underlying cancer type in colorectal cancer (88.5%), followed by NSCLC (81.8%), breast cancer (72.7%) and melanoma (55.6%). Low methylation scores versus high were associated with longer survival (10.4 versus 4.4 months, P < 0.001) and longer time-to-treatment failure (2.8 versus 1.6 months, P = 0.016). Conclusions Comprehensive targeted methylation sequencing of 9223 CpG sites in plasma cfDNA from patients with common advanced cancers detects the presence of cancer and underlying cancer type with high accuracy. Methylation scores in plasma cfDNA correspond with treatment outcomes.
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Affiliation(s)
- L Liu
- Illumina, Inc., San Diego, The University of Texas MD Anderson Cancer Center, Houston, USA.
| | - J M Toung
- Illumina, Inc., San Diego, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - A F Jassowicz
- Department of Investigational Cancer Therapeutics (Phase I Clinical Trials Program), The University of Texas MD Anderson Cancer Center, Houston, USA
| | - R Vijayaraghavan
- Illumina, Inc., San Diego, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - H Kang
- Illumina, Inc., San Diego, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - R Zhang
- Illumina, Inc., San Diego, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - K M Kruglyak
- Illumina, Inc., San Diego, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - H J Huang
- Department of Investigational Cancer Therapeutics (Phase I Clinical Trials Program), The University of Texas MD Anderson Cancer Center, Houston, USA
| | - T Hinoue
- Van Andel Research Institute, Grand Rapids, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - H Shen
- Van Andel Research Institute, Grand Rapids, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - N S Salathia
- Illumina, Inc., San Diego, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - D S Hong
- Department of Investigational Cancer Therapeutics (Phase I Clinical Trials Program), The University of Texas MD Anderson Cancer Center, Houston, USA
| | - A Naing
- Department of Investigational Cancer Therapeutics (Phase I Clinical Trials Program), The University of Texas MD Anderson Cancer Center, Houston, USA
| | - V Subbiah
- Department of Investigational Cancer Therapeutics (Phase I Clinical Trials Program), The University of Texas MD Anderson Cancer Center, Houston, USA
| | - S A Piha-Paul
- Department of Investigational Cancer Therapeutics (Phase I Clinical Trials Program), The University of Texas MD Anderson Cancer Center, Houston, USA
| | - M Bibikova
- Illumina, Inc., San Diego, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - G Granger
- Illumina, Inc., San Diego, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - B Barnes
- Illumina, Inc., San Diego, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - R Shen
- Illumina, Inc., San Diego, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - K Gutekunst
- Illumina, Inc., San Diego, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - S Fu
- Department of Investigational Cancer Therapeutics (Phase I Clinical Trials Program), The University of Texas MD Anderson Cancer Center, Houston, USA
| | - A M Tsimberidou
- Department of Investigational Cancer Therapeutics (Phase I Clinical Trials Program), The University of Texas MD Anderson Cancer Center, Houston, USA
| | - C Lu
- Department of Thoracic/Head and Neck Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - C Eng
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - S L Moulder
- Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - E S Kopetz
- Department of Gastrointestinal Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - R N Amaria
- Department of Melanoma Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - F Meric-Bernstam
- Department of Investigational Cancer Therapeutics (Phase I Clinical Trials Program), The University of Texas MD Anderson Cancer Center, Houston, USA
| | - P W Laird
- Van Andel Research Institute, Grand Rapids, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - J-B Fan
- Illumina, Inc., San Diego, The University of Texas MD Anderson Cancer Center, Houston, USA
| | - F Janku
- Department of Investigational Cancer Therapeutics (Phase I Clinical Trials Program), The University of Texas MD Anderson Cancer Center, Houston, USA.
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Davis Lynn BC, Bodelon C, Pfeiffer RM, Yang HP, Yang H, Lee M, Laird PW, Campan M, Weisenberger DJ, Murphy J, Sherman ME, Browne EP, Anderton DL, Arcaro KF, Gierach GL. Abstract P6-10-07: Differences in genome-wide DNA methylation levels in breast milk by race and lactation duration. Cancer Res 2018. [DOI: 10.1158/1538-7445.sabcs17-p6-10-07] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Introduction: Identifying biomarkers of breast cancer risk among young women would have value in developing effective screening and prevention strategies at early ages. We have proposed that DNA methylation analysis of breast milk may provide breast cancer risk information among young women, and could possibly provide etiologic clues related to the higher rates of early onset cancers among African American as compared with White women in the US.
Objective: The purpose of this project was to identify associations between genome-wide DNA methylation levels in breast milk and race adjusted for other breast cancer risk factors.
Study Population: Cancer-free, lactating U.S. Black (n=57) and White (n=82) women, ages 19 to 44, provided frozen breast milk samples, as well as demographic, behavioral, and reproductive data, to the Breastmilk Laboratory at University of Massachusetts Amherst. Women were uniparous and did not have a personal history of breast cancer at the time of milk donation.
Methods: DNA was extracted from breast milk samples using the phenol-chloroform method. Genome-wide methylation analysis was performed on breast milk samples using the Infinium HumanMethylation450 BeadChip. Probes with 50% or more missing data, cross-reactive probes, as well as probes with minor allelic frequency greater than 0.05 in European- or African-Americans were removed, leaving 379,042 CpG sites for analysis. Multivariate generalized linear regression models were used to examine associations between race and other breast cancer risk factors and methylation beta values, adjusting for potential confounding factors. P-values less than 1E-7 were considered statistically significant.
Results: Black women in this study were more likely to be never smokers, to not have used over-the-counter pain medication in the past week, and to breastfeed longer. After adjustment by age, BMI, smoking status, and batch number, race was significantly associated with differential methylation at 1143 CpG sites, including 1024 at which Black women demonstrated increased methylation levels. Additionally, breastfeeding duration was associated with 269 CpG sites, with 268 showing a significant inverse relationship with methylation. Methylation sites significantly associated with Black race and lactation duration were located within tumor suppressor and promoter genes as well as in genes implicated in obesity and diabetes.
Conclusion: This preliminarily analysis of DNA methylation in breast milk suggests that Black women have increased methylation and longer breastfeeding is associated with reduced methylation. Further research to understand how etiologic factors related to breast cancer may alter DNA methylation patterns in normal breast may lead to improved understanding of breast cancer risk at a young age and potentially causes of racial disparities in breast cancer incidence between White and Black women.
Citation Format: Davis Lynn BC, Bodelon C, Pfeiffer RM, Yang HP, Yang H, Lee M, Laird PW, Campan M, Weisenberger DJ, Murphy J, Sherman ME, Browne EP, Anderton DL, Arcaro KF, Gierach GL. Differences in genome-wide DNA methylation levels in breast milk by race and lactation duration [abstract]. In: Proceedings of the 2017 San Antonio Breast Cancer Symposium; 2017 Dec 5-9; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2018;78(4 Suppl):Abstract nr P6-10-07.
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Affiliation(s)
- BC Davis Lynn
- National Cancer Institute, Rockville, MD; University of Southern California, Los Angeles, CA; Patient Centered Outcomes Research Institution, Washington, DC; Mayo Clinic, Jacksonville, FL; University of Massachusetts at Amherst, Amherst, MA; University of South Carolina, Columbia, SC; Van Andel Research Institute, Grand Rapics, MI
| | - C Bodelon
- National Cancer Institute, Rockville, MD; University of Southern California, Los Angeles, CA; Patient Centered Outcomes Research Institution, Washington, DC; Mayo Clinic, Jacksonville, FL; University of Massachusetts at Amherst, Amherst, MA; University of South Carolina, Columbia, SC; Van Andel Research Institute, Grand Rapics, MI
| | - RM Pfeiffer
- National Cancer Institute, Rockville, MD; University of Southern California, Los Angeles, CA; Patient Centered Outcomes Research Institution, Washington, DC; Mayo Clinic, Jacksonville, FL; University of Massachusetts at Amherst, Amherst, MA; University of South Carolina, Columbia, SC; Van Andel Research Institute, Grand Rapics, MI
| | - HP Yang
- National Cancer Institute, Rockville, MD; University of Southern California, Los Angeles, CA; Patient Centered Outcomes Research Institution, Washington, DC; Mayo Clinic, Jacksonville, FL; University of Massachusetts at Amherst, Amherst, MA; University of South Carolina, Columbia, SC; Van Andel Research Institute, Grand Rapics, MI
| | - H Yang
- National Cancer Institute, Rockville, MD; University of Southern California, Los Angeles, CA; Patient Centered Outcomes Research Institution, Washington, DC; Mayo Clinic, Jacksonville, FL; University of Massachusetts at Amherst, Amherst, MA; University of South Carolina, Columbia, SC; Van Andel Research Institute, Grand Rapics, MI
| | - M Lee
- National Cancer Institute, Rockville, MD; University of Southern California, Los Angeles, CA; Patient Centered Outcomes Research Institution, Washington, DC; Mayo Clinic, Jacksonville, FL; University of Massachusetts at Amherst, Amherst, MA; University of South Carolina, Columbia, SC; Van Andel Research Institute, Grand Rapics, MI
| | - PW Laird
- National Cancer Institute, Rockville, MD; University of Southern California, Los Angeles, CA; Patient Centered Outcomes Research Institution, Washington, DC; Mayo Clinic, Jacksonville, FL; University of Massachusetts at Amherst, Amherst, MA; University of South Carolina, Columbia, SC; Van Andel Research Institute, Grand Rapics, MI
| | - M Campan
- National Cancer Institute, Rockville, MD; University of Southern California, Los Angeles, CA; Patient Centered Outcomes Research Institution, Washington, DC; Mayo Clinic, Jacksonville, FL; University of Massachusetts at Amherst, Amherst, MA; University of South Carolina, Columbia, SC; Van Andel Research Institute, Grand Rapics, MI
| | - DJ Weisenberger
- National Cancer Institute, Rockville, MD; University of Southern California, Los Angeles, CA; Patient Centered Outcomes Research Institution, Washington, DC; Mayo Clinic, Jacksonville, FL; University of Massachusetts at Amherst, Amherst, MA; University of South Carolina, Columbia, SC; Van Andel Research Institute, Grand Rapics, MI
| | - J Murphy
- National Cancer Institute, Rockville, MD; University of Southern California, Los Angeles, CA; Patient Centered Outcomes Research Institution, Washington, DC; Mayo Clinic, Jacksonville, FL; University of Massachusetts at Amherst, Amherst, MA; University of South Carolina, Columbia, SC; Van Andel Research Institute, Grand Rapics, MI
| | - ME Sherman
- National Cancer Institute, Rockville, MD; University of Southern California, Los Angeles, CA; Patient Centered Outcomes Research Institution, Washington, DC; Mayo Clinic, Jacksonville, FL; University of Massachusetts at Amherst, Amherst, MA; University of South Carolina, Columbia, SC; Van Andel Research Institute, Grand Rapics, MI
| | - EP Browne
- National Cancer Institute, Rockville, MD; University of Southern California, Los Angeles, CA; Patient Centered Outcomes Research Institution, Washington, DC; Mayo Clinic, Jacksonville, FL; University of Massachusetts at Amherst, Amherst, MA; University of South Carolina, Columbia, SC; Van Andel Research Institute, Grand Rapics, MI
| | - DL Anderton
- National Cancer Institute, Rockville, MD; University of Southern California, Los Angeles, CA; Patient Centered Outcomes Research Institution, Washington, DC; Mayo Clinic, Jacksonville, FL; University of Massachusetts at Amherst, Amherst, MA; University of South Carolina, Columbia, SC; Van Andel Research Institute, Grand Rapics, MI
| | - KF Arcaro
- National Cancer Institute, Rockville, MD; University of Southern California, Los Angeles, CA; Patient Centered Outcomes Research Institution, Washington, DC; Mayo Clinic, Jacksonville, FL; University of Massachusetts at Amherst, Amherst, MA; University of South Carolina, Columbia, SC; Van Andel Research Institute, Grand Rapics, MI
| | - GL Gierach
- National Cancer Institute, Rockville, MD; University of Southern California, Los Angeles, CA; Patient Centered Outcomes Research Institution, Washington, DC; Mayo Clinic, Jacksonville, FL; University of Massachusetts at Amherst, Amherst, MA; University of South Carolina, Columbia, SC; Van Andel Research Institute, Grand Rapics, MI
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Liang W, Zhao Y, Huang W, Gao Y, Wang W, Xu W, Li L, Shen H, Fu X, Laird P, Fan J, Cai X, He J. P3.02-008 Non-Invasive Diagnosis of Solitary Pulmonary Nodules Using High-Throughput Targeted DNA Methylation Sequencing of Circulating Tumor DNA. J Thorac Oncol 2017. [DOI: 10.1016/j.jtho.2017.09.1537] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Huo D, Hu H, Rhie SK, Gamazon ER, Cherniack AD, Liu J, Yoshimatsu TF, Pitt JJ, Hoadley KA, Troester M, Ru Y, Lichtenberg T, Sturtz LA, Shelley CS, Mills GB, Laird PW, Shriver CD, Perou CM, Olopade OI. Abstract P1-05-11: Comprehensive comparison of breast cancer molecular portraits by African and European ancestry in the cancer genome atlas. Cancer Res 2017. [DOI: 10.1158/1538-7445.sabcs16-p1-05-11] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: African American breast cancer patients have worse survival rates than European American patients. Although racial differences in the distribution of breast cancer intrinsic subtype are known, it is unclear if there are other inherent genomic differences contributing to this racial outcome disparity.
Methods: We defined patient race based on genomic ancestry and compared multiple molecular features of breast cancer between 154 black and 776 white patients in The Cancer Genome Atlas (TCGA). We examined the contribution of these molecular features to survival outcomes using Cox proportional hazards models. We also estimated the heritability of breast cancer subtypes using a mixed effect model.
Results: Compared to whites, black patients had higher odds of basal-like (odds ratio=3.80, p<0.001) and HER2-enriched (odds ratio=2.22, p=0.027) breast cancers in reference to luminal A subtype. Beyond differences in relative frequency of intrinsic subtypes, black and white patients had distinct gene expression, protein expression, and somatic mutation landscapes. However, the majority of these molecular differences were eliminated after adjusting for subtype; in the subtype-adjusted models, we found 142 genes, 16 methylation probes, 4 copy number segments, 1 protein, and no somatic mutation were differentially expressed or present between black and white patients. Using the top 40 differentially expressed genes, we built a race-enriched gene signature, which had excellent capacity of distinguishing breast tumors from black versus white patients (c-index=0.852 in the validation dataset). We also estimated the heritability of breast cancer subtype (basal vs. non-basal) to be 0.436 (p=1.5x10-14) and showed that two genetic variants (rs1078806 in FGFR2, rs34084277 in BABAM1) were associated with intrinsic subtype and can partially explain racial differences in subtype frequencies.
Conclusion: On the molecular level, once intrinsic subtype frequency differences are accounted for, there are few genomic or proteomic differences observed between blacks and whites. More than 40% of breast cancer subtype frequency differences may be due to genetic ancestry. These results suggest that future studies are warranted to investigate genetic and non-genetic factors that contribute to the development and progression of breast cancer subtypes in order to reduce racial disparity.
Citation Format: Huo D, Hu H, Rhie SK, Gamazon ER, Cherniack AD, Liu J, Yoshimatsu TF, Pitt JJ, Hoadley KA, Troester M, Ru Y, Lichtenberg T, Sturtz LA, Shelley CS, Mills GB, Laird PW, Shriver CD, Perou CM, Olopade OI. Comprehensive comparison of breast cancer molecular portraits by African and European ancestry in the cancer genome atlas [abstract]. In: Proceedings of the 2016 San Antonio Breast Cancer Symposium; 2016 Dec 6-10; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2017;77(4 Suppl):Abstract nr P1-05-11.
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Affiliation(s)
- D Huo
- University of Chicago; Chan Soon-Shiong Institute of Molecular Medicine at Windber; University of Southern California; Vanderbilt University; The Eli and Edythe L. Broad Institute of MIT and Harvard; University of North Carolina at Chapel Hill; Nationwide Children's Hospital, Columbus; University of Wisconsin; University of Texas MD Anderson Cancer Center; Van Andel Research Institute; Walter Reed National Military Medical Center
| | - H Hu
- University of Chicago; Chan Soon-Shiong Institute of Molecular Medicine at Windber; University of Southern California; Vanderbilt University; The Eli and Edythe L. Broad Institute of MIT and Harvard; University of North Carolina at Chapel Hill; Nationwide Children's Hospital, Columbus; University of Wisconsin; University of Texas MD Anderson Cancer Center; Van Andel Research Institute; Walter Reed National Military Medical Center
| | - SK Rhie
- University of Chicago; Chan Soon-Shiong Institute of Molecular Medicine at Windber; University of Southern California; Vanderbilt University; The Eli and Edythe L. Broad Institute of MIT and Harvard; University of North Carolina at Chapel Hill; Nationwide Children's Hospital, Columbus; University of Wisconsin; University of Texas MD Anderson Cancer Center; Van Andel Research Institute; Walter Reed National Military Medical Center
| | - ER Gamazon
- University of Chicago; Chan Soon-Shiong Institute of Molecular Medicine at Windber; University of Southern California; Vanderbilt University; The Eli and Edythe L. Broad Institute of MIT and Harvard; University of North Carolina at Chapel Hill; Nationwide Children's Hospital, Columbus; University of Wisconsin; University of Texas MD Anderson Cancer Center; Van Andel Research Institute; Walter Reed National Military Medical Center
| | - AD Cherniack
- University of Chicago; Chan Soon-Shiong Institute of Molecular Medicine at Windber; University of Southern California; Vanderbilt University; The Eli and Edythe L. Broad Institute of MIT and Harvard; University of North Carolina at Chapel Hill; Nationwide Children's Hospital, Columbus; University of Wisconsin; University of Texas MD Anderson Cancer Center; Van Andel Research Institute; Walter Reed National Military Medical Center
| | - J Liu
- University of Chicago; Chan Soon-Shiong Institute of Molecular Medicine at Windber; University of Southern California; Vanderbilt University; The Eli and Edythe L. Broad Institute of MIT and Harvard; University of North Carolina at Chapel Hill; Nationwide Children's Hospital, Columbus; University of Wisconsin; University of Texas MD Anderson Cancer Center; Van Andel Research Institute; Walter Reed National Military Medical Center
| | - TF Yoshimatsu
- University of Chicago; Chan Soon-Shiong Institute of Molecular Medicine at Windber; University of Southern California; Vanderbilt University; The Eli and Edythe L. Broad Institute of MIT and Harvard; University of North Carolina at Chapel Hill; Nationwide Children's Hospital, Columbus; University of Wisconsin; University of Texas MD Anderson Cancer Center; Van Andel Research Institute; Walter Reed National Military Medical Center
| | - JJ Pitt
- University of Chicago; Chan Soon-Shiong Institute of Molecular Medicine at Windber; University of Southern California; Vanderbilt University; The Eli and Edythe L. Broad Institute of MIT and Harvard; University of North Carolina at Chapel Hill; Nationwide Children's Hospital, Columbus; University of Wisconsin; University of Texas MD Anderson Cancer Center; Van Andel Research Institute; Walter Reed National Military Medical Center
| | - KA Hoadley
- University of Chicago; Chan Soon-Shiong Institute of Molecular Medicine at Windber; University of Southern California; Vanderbilt University; The Eli and Edythe L. Broad Institute of MIT and Harvard; University of North Carolina at Chapel Hill; Nationwide Children's Hospital, Columbus; University of Wisconsin; University of Texas MD Anderson Cancer Center; Van Andel Research Institute; Walter Reed National Military Medical Center
| | - M Troester
- University of Chicago; Chan Soon-Shiong Institute of Molecular Medicine at Windber; University of Southern California; Vanderbilt University; The Eli and Edythe L. Broad Institute of MIT and Harvard; University of North Carolina at Chapel Hill; Nationwide Children's Hospital, Columbus; University of Wisconsin; University of Texas MD Anderson Cancer Center; Van Andel Research Institute; Walter Reed National Military Medical Center
| | - Y Ru
- University of Chicago; Chan Soon-Shiong Institute of Molecular Medicine at Windber; University of Southern California; Vanderbilt University; The Eli and Edythe L. Broad Institute of MIT and Harvard; University of North Carolina at Chapel Hill; Nationwide Children's Hospital, Columbus; University of Wisconsin; University of Texas MD Anderson Cancer Center; Van Andel Research Institute; Walter Reed National Military Medical Center
| | - T Lichtenberg
- University of Chicago; Chan Soon-Shiong Institute of Molecular Medicine at Windber; University of Southern California; Vanderbilt University; The Eli and Edythe L. Broad Institute of MIT and Harvard; University of North Carolina at Chapel Hill; Nationwide Children's Hospital, Columbus; University of Wisconsin; University of Texas MD Anderson Cancer Center; Van Andel Research Institute; Walter Reed National Military Medical Center
| | - LA Sturtz
- University of Chicago; Chan Soon-Shiong Institute of Molecular Medicine at Windber; University of Southern California; Vanderbilt University; The Eli and Edythe L. Broad Institute of MIT and Harvard; University of North Carolina at Chapel Hill; Nationwide Children's Hospital, Columbus; University of Wisconsin; University of Texas MD Anderson Cancer Center; Van Andel Research Institute; Walter Reed National Military Medical Center
| | - CS Shelley
- University of Chicago; Chan Soon-Shiong Institute of Molecular Medicine at Windber; University of Southern California; Vanderbilt University; The Eli and Edythe L. Broad Institute of MIT and Harvard; University of North Carolina at Chapel Hill; Nationwide Children's Hospital, Columbus; University of Wisconsin; University of Texas MD Anderson Cancer Center; Van Andel Research Institute; Walter Reed National Military Medical Center
| | - GB Mills
- University of Chicago; Chan Soon-Shiong Institute of Molecular Medicine at Windber; University of Southern California; Vanderbilt University; The Eli and Edythe L. Broad Institute of MIT and Harvard; University of North Carolina at Chapel Hill; Nationwide Children's Hospital, Columbus; University of Wisconsin; University of Texas MD Anderson Cancer Center; Van Andel Research Institute; Walter Reed National Military Medical Center
| | - PW Laird
- University of Chicago; Chan Soon-Shiong Institute of Molecular Medicine at Windber; University of Southern California; Vanderbilt University; The Eli and Edythe L. Broad Institute of MIT and Harvard; University of North Carolina at Chapel Hill; Nationwide Children's Hospital, Columbus; University of Wisconsin; University of Texas MD Anderson Cancer Center; Van Andel Research Institute; Walter Reed National Military Medical Center
| | - CD Shriver
- University of Chicago; Chan Soon-Shiong Institute of Molecular Medicine at Windber; University of Southern California; Vanderbilt University; The Eli and Edythe L. Broad Institute of MIT and Harvard; University of North Carolina at Chapel Hill; Nationwide Children's Hospital, Columbus; University of Wisconsin; University of Texas MD Anderson Cancer Center; Van Andel Research Institute; Walter Reed National Military Medical Center
| | - CM Perou
- University of Chicago; Chan Soon-Shiong Institute of Molecular Medicine at Windber; University of Southern California; Vanderbilt University; The Eli and Edythe L. Broad Institute of MIT and Harvard; University of North Carolina at Chapel Hill; Nationwide Children's Hospital, Columbus; University of Wisconsin; University of Texas MD Anderson Cancer Center; Van Andel Research Institute; Walter Reed National Military Medical Center
| | - OI Olopade
- University of Chicago; Chan Soon-Shiong Institute of Molecular Medicine at Windber; University of Southern California; Vanderbilt University; The Eli and Edythe L. Broad Institute of MIT and Harvard; University of North Carolina at Chapel Hill; Nationwide Children's Hospital, Columbus; University of Wisconsin; University of Texas MD Anderson Cancer Center; Van Andel Research Institute; Walter Reed National Military Medical Center
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Kohonen-Corish MRJ, Sigglekow ND, Susanto J, Chapuis PH, Bokey EL, Dent OF, Chan C, Lin BPC, Seng TJ, Laird PW, Young J, Leggett BA, Jass JR, Sutherland RL. Promoter methylation of the mutated in colorectal cancer gene is a frequent early event in colorectal cancer. Oncogene 2007; 26:4435-41. [PMID: 17260021 DOI: 10.1038/sj.onc.1210210] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
The mutated in colorectal cancer (MCC) gene is in close linkage with the adenomatous polyposis coli (APC) gene on chromosome 5, in a region of frequent loss of heterozygosity in colorectal cancer. The role of MCC in carcinogenesis, however, has not been extensively analysed, and functional studies are emerging, which implicate it as a candidate tumor suppressor gene. The aim of this study was to examine loss of MCC expression due to promoter hypermethylation and its clinicopathologic significance in colorectal cancer. Correspondence of MCC methylation with gene silencing was demonstrated using bisulfite sequencing, reverse transcription-polymerase chain reaction and Western blotting. MCC methylation was detected in 45-52% of 187 primary colorectal cancers. There was a striking association with CDKN2A methylation (P<0.0001), the CpG island methylator phenotype (P<0.0001) and the BRAF V600E mutation (P<0.0001). MCC methylation was also more common (P=0.0084) in serrated polyps than in adenomas. In contrast, there was no association with APC methylation or KRAS mutations. This study demonstrates for the first time that MCC methylation is a frequent change during colorectal carcinogenesis. Furthermore, MCC methylation is significantly associated with a distinct spectrum of precursor lesions, which are suggested to give rise to cancers via the serrated neoplasia pathway.
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Affiliation(s)
- M R J Kohonen-Corish
- Cancer Research Program, Garvan Institute of Medical Research, Sydney, New South Wales, Australia.
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Abstract
Tumor DNA contains valuable clues about the origin and pathogenesis of human cancers. Alterations in DNA methylation can lead to silencing of genes associated with distinct tumorigenic pathways. These pathway-specific DNA methylation changes help define tumor-specific DNA methylation profiles that can be used to further our understanding of tumor development, as well as provide tools for molecular diagnosis and early detection of cancer. Female sex hormones have been implicated in the etiology of several of the women's cancers including breast, endometrial, ovarian, and proximal colon cancers. We have reviewed the DNA methylation profiles of these cancers to determine whether the hormonal regulation of these cancers results in specific DNA methylation alterations. Although subsets of tumors in each of these four types of cancers were found to share some DNA methylation alterations, we did not find evidence for global hormone-specific DNA methylation alterations, suggesting that female sex hormones may participate in different tumorigenic pathways that are associated with distinct DNA methylation-based molecular signatures. One such pathway may include MLH1 methylation in the context of the CpG island methylator phenotype.
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Affiliation(s)
- M Campan
- Department of Surgery and Department of Biochemistry and Molecular Biology, Keck School of Medicine, USC/Norris Comprehensive Cancer Center, University of Southern California, Los Angeles 90089-9176, USA
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Ogino S, Cantor M, Kawasaki T, Brahmandam M, Kirkner GJ, Weisenberger DJ, Campan M, Laird PW, Loda M, Fuchs CS. CpG island methylator phenotype (CIMP) of colorectal cancer is best characterised by quantitative DNA methylation analysis and prospective cohort studies. Gut 2006; 55:1000-6. [PMID: 16407376 PMCID: PMC1856352 DOI: 10.1136/gut.2005.082933] [Citation(s) in RCA: 277] [Impact Index Per Article: 15.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
BACKGROUND The concept of CpG island methylator phenotype (CIMP) is not universally accepted. Even if specific clinicopathological features have been associated with CIMP, investigators often failed to demonstrate a bimodal distribution of the number of methylated markers, which would suggest CIMP as a distinct subtype of colorectal cancer. Previous studies primarily used methylation specific polymerase chain reaction which might detect biologically insignificant low levels of methylation. AIM To demonstrate a distinct genetic profile of CIMP colorectal cancer using quantitative DNA methylation analysis that can distinguish high from low levels of DNA methylation. MATERIALS AND METHODS We developed quantitative real time polymerase chain reaction (MethyLight) assays and measured DNA methylation (percentage of methylated reference) of five carefully selected loci (promoters of CACNA1G, CDKN2A (p16), CRABP1, MLH1, and NEUROG1) in 460 colorectal cancers from large prospective cohorts. RESULTS There was a clear bimodal distribution of 80 microsatellite instability-high (MSI-H) tumours according to the number of methylated promoters, with no tumours showing 3/5 methylated loci. Thus we defined CIMP as having >or=4/5 methylated loci, and 17% (78) of the 460 tumours were classified as CIMP. CIMP was significantly associated with female sex, MSI, BRAF mutations, and wild-type KRAS. Both CIMP MSI-H tumours and CIMP microsatellite stable (MSS) tumours showed much higher frequencies of BRAF mutations (63% and 54%) than non-CIMP counterparts (non-CIMP MSI-H (0%, p<10(-5)) and non-CIMP MSS tumours (6.6%, p<10(-4)), respectively). CONCLUSION CIMP is best characterised by quantitative DNA methylation analysis. CIMP is a distinct epigenotype of colorectal cancer and may be less frequent than previously reported.
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Affiliation(s)
- S Ogino
- Department of Pathology, Brigham and Women's Hospital, Harvard Medical School, 75 Francis St, Boston, MA 02115, USA.
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8
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Ehrlich M, Woods CB, Yu MC, Dubeau L, Yang F, Campan M, Weisenberger DJ, Long T, Youn B, Fiala ES, Laird PW. Quantitative analysis of associations between DNA hypermethylation, hypomethylation, and DNMT RNA levels in ovarian tumors. Oncogene 2006; 25:2636-45. [PMID: 16532039 PMCID: PMC1449872 DOI: 10.1038/sj.onc.1209145] [Citation(s) in RCA: 105] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
How hypermethylation and hypomethylation of different parts of the genome in cancer are related to each other and to DNA methyltransferase (DNMT) gene expression is ill defined. We used ovarian epithelial tumors of different malignant potential to look for associations between 5'-gene region or promoter hypermethylation, satellite, or global DNA hypomethylation, and RNA levels for ten DNMT isoforms. In the quantitative MethyLight assay, six of the 55 examined gene loci (LTB4R, MTHFR, CDH13, PGR, CDH1, and IGSF4) were significantly hypermethylated relative to the degree of malignancy (after adjustment for multiple comparisons; P < 0.001). Importantly, hypermethylation of these genes was associated with degree of malignancy independently of the association of satellite or global DNA hypomethylation with degree of malignancy. Cancer-related increases in methylation of only two studied genes, LTB4R and MTHFR, which were appreciably methylated even in control tissues, were associated with DNMT1 RNA levels. Cancer-linked satellite DNA hypomethylation was independent of RNA levels for all DNMT3B isoforms, despite the ICF syndrome-linked DNMT3B deficiency causing juxtacentromeric satellite DNA hypomethylation. Our results suggest that there is not a simple association of gene hypermethylation in cancer with altered DNMT RNA levels, and that this hypermethylation is neither the result nor the cause of satellite and global DNA hypomethylation.
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MESH Headings
- Adenocarcinoma, Mucinous/genetics
- Adenocarcinoma, Mucinous/pathology
- Adolescent
- Adult
- Aged
- Carcinoma, Endometrioid/genetics
- Carcinoma, Endometrioid/pathology
- Cystadenoma, Serous/genetics
- Cystadenoma, Serous/pathology
- DNA (Cytosine-5-)-Methyltransferase 1
- DNA (Cytosine-5-)-Methyltransferases/genetics
- DNA Methylation
- DNA Methyltransferase 3A
- DNA, Neoplasm
- Female
- Gene Expression Regulation, Neoplastic
- Humans
- Middle Aged
- Neoplasm Proteins/genetics
- Ovarian Neoplasms/genetics
- Ovarian Neoplasms/pathology
- RNA, Neoplasm/genetics
- RNA, Neoplasm/metabolism
- Tumor Suppressor Proteins
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Affiliation(s)
- M Ehrlich
- Tulane Cancer Center, Department of Biochemistry, and Human Genetics Program, Tulane Medical School, New Orleans, LA 70112, USA.
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9
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Abstract
A magnetic liquid mirror based on ferrofluids was demonstrated. Magnetic liquid mirrors represent a major departure from solid mirror technology. They present both advantages and disadvantages with respect to established technologies. Stroke (from a fraction of a wave to several hundreds of micrometers), cost (a few dollars per actuator), and scalability (hundreds of thousands of actuators) are the main advantages. Very large mirrors having diameters of the order of a meter should be feasible. There are a few disadvantages. The most important disadvantage is the time response, which is of the order of a few milliseconds. Although this time response could be further decreased with additional technical developments, it is unlikely to match the speed of solid mirrors. The technology is still in its infancy, and considerable work must still be done. However, the advantages are such that the technology is worth pursuing.
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Affiliation(s)
- P Laird
- Department of Physics, Laval University, Quebec, Canada
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10
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Tsien F, Fiala ES, Youn B, Long TI, Laird PW, Weissbecker K, Ehrlich M. Prolonged culture of normal chorionic villus cells yields ICF syndrome-like chromatin decondensation and rearrangements. Cytogenet Genome Res 2003; 98:13-21. [PMID: 12584436 DOI: 10.1159/000068543] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022] Open
Abstract
Untreated cultures from normal chorionic villus (CV) or amniotic fluid-derived (AF) samples displayed dramatic cell passage-dependent increases in aberrations in the juxtacentromeric heterochromatin of chromosomes 1 or 16 (1qh or 16qh). They showed negligible levels of chromosomal aberrations in primary culture and no other consistent chromosomal abnormality at any passage. By passage 8 or 9, 82 +/- 7% of the CV metaphases from all eight studied samples exhibited 1qh or 16qh decondensation and 25 +/- 16% had rearrangements in these regions. All six analyzed late-passage AF cultures displayed this regional decondensation and recombination in 54 +/- 16 and 3 +/- 3% of the metaphases, respectively. Late-passage skin fibroblasts did not show these aberrations. The chromosomal anomalies resembled those diagnostic for the ICF syndrome (immunodeficiency, centromeric region instability, and facial anomalies). ICF patients have constitutive hypomethylation at satellite 2 DNA (Sat2) in 1qh and 16qh, generally as the result of mutations in the DNA methyltransferase gene DNMT3B. At early and late passages, CV DNA was hypomethylated and AF DNA was hypermethylated both globally and at Sat2. DNMT1, DNMT3A, or DNMT3B RNA levels did not differ significantly between CV and AF cultures or late and early passages. The high degree of methylation of Sat2 in late-passage AF cells indicates that hypomethylation of this repeat is not necessary for 1qh decondensation. Sat2 hypomethylation may nonetheless favor 1qh and 16qh anomalies because CV cultures, with their Sat2 hypomethylation, displayed 1qh and 16qh decondensation and rearrangements at significantly lower passage numbers than did AF cultures. Also, CV cultures had much higher ratios of ICF-like rearrangements to heterochromatin decondensation in chromosomes 1 and 16. These cultures may serve as models to help elucidate the biological consequences of cancer-associated satellite DNA hypomethylation.
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Affiliation(s)
- F Tsien
- Human Genetics Program, Tulane Medical School, New Orleans, LA 70112, USA
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11
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Aparicio A, Eads CA, Leong LA, Laird PW, Newman EM, Synold TW, Baker SD, Zhao M, Weber JS. Phase I trial of continuous infusion 5-aza-2'-deoxycytidine. Cancer Chemother Pharmacol 2003; 51:231-9. [PMID: 12655442 DOI: 10.1007/s00280-002-0563-y] [Citation(s) in RCA: 80] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2002] [Accepted: 11/08/2002] [Indexed: 10/25/2022]
Abstract
PURPOSE To identify a dose of the demethylating agent 5-aza-2'-deoxycytidine (DAC) with acceptable side effects, and to study its effect on the methylation patterns of relevant genes in tumor biopsies before and after treatment with a novel methylation assay using real-time PCR. METHODS A group of 19 patients with metastatic solid tumors were treated with DAC by continuous intravenous infusion over 72 h, days 1-3 of a 28-day cycle. Tumor biopsies were taken before and 7 days after starting DAC. RESULTS The dose levels studied were 20, 30 and 40 mg/m(2). Grade 4 neutropenia was found in two of five patients at 40 mg/m(2) and one of six patients at 30 mg/m(2). No objective responses were seen in this study. Steady-state DAC levels of 0.1 to 0.2 microM were achieved in the 30 and 40 mg/m(2) cohorts. Changes in methylation were observed, but no single gene consistently demonstrated evidence of demethylation. CONCLUSIONS DAC was tolerated at a dose of 30 mg/m(2) per day for a 72-h intravenous infusion. Changes in gene methylation were observed.
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Affiliation(s)
- A Aparicio
- Department of Medicine, Keck/USC School of Medicine, Los Angeles, CA, USA
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12
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Abstract
MethyLight is a sensitive, fluorescence-based real-time PCR technique that is capable of quantitating DNA methylation at a particular locus by using DNA oligonucleotides that anneal differentially to bisulfite-converted DNA according to the methylation status in the original genomic DNA. The use of three oligonucleotides (forward and reverse primers, and interpositioned probe) in MethyLight, any one or more of which can be used for methylation discrimination, allows for a high degree of specificity, sensitivity, and flexibility in methylation detection.
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Affiliation(s)
- B N Trinh
- Department of Surgery, University of Southern California, Keck School of Medicine, Room 6418, 1441 Eastlake Avenue, Los Angeles, California 90089-9176, USA
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13
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Chan MF, van Amerongen R, Nijjar T, Cuppen E, Jones PA, Laird PW. Reduced rates of gene loss, gene silencing, and gene mutation in Dnmt1-deficient embryonic stem cells. Mol Cell Biol 2001; 21:7587-600. [PMID: 11604495 PMCID: PMC99930 DOI: 10.1128/mcb.21.22.7587-7600.2001] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Tumor suppressor gene inactivation is a crucial event in oncogenesis. Gene inactivation mechanisms include events resulting in loss of heterozygosity (LOH), gene mutation, and transcriptional silencing. The contribution of each of these different pathways varies among tumor suppressor genes and by cancer type. The factors that influence the relative utilization of gene inactivation pathways are poorly understood. In this study, we describe a detailed quantitative analysis of the three major gene inactivation mechanisms for a model gene at two different genomic integration sites in mouse embryonic stem (ES) cells. In addition, we targeted the major DNA methyltransferase gene, Dnmt1, to investigate the relative contribution of DNA methylation to these various competing gene inactivation pathways. Our data show that gene loss is the predominant mode of inactivation of a herpes simplex virus thymidine kinase neomycin phosphotransferase reporter gene (HSV-TKNeo) at the two integration sites tested and that this event is significantly reduced in Dnmt1-deficient cells. Gene silencing by promoter methylation requires Dnmt1, suggesting that the expression of Dnmt3a and Dnmt3b alone in ES cells is insufficient to achieve effective gene silencing. We used a novel assay to show that missense mutation rates are also substantially reduced in Dnmt1-deficient cells. This is the first direct demonstration that DNA methylation affects point mutation rates in mammalian cells. Surprisingly, the fraction of CpG transition mutations was not reduced in Dnmt1-deficient cells. Finally, we show that methyl group-deficient growth conditions do not cause an increase in missense mutation rates in Dnmt1-proficient cells, as predicted by methyltransferase-mediated mutagenesis models. We conclude that Dnmt1 deficiency and the accompanying genomic DNA hypomethylation result in a reduction of three major pathways of gene inactivation in our model system.
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Affiliation(s)
- M F Chan
- Department of Biochemistry and Molecular Biology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, 90089-9176, USA
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14
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Markl ID, Cheng J, Liang G, Shibata D, Laird PW, Jones PA. Global and gene-specific epigenetic patterns in human bladder cancer genomes are relatively stable in vivo and in vitro over time. Cancer Res 2001; 61:5875-84. [PMID: 11479229] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/20/2023]
Abstract
We used a methylation-sensitive arbitrarily primed PCR technique to analyze, in a nonselective manner, methylation alterations at GC-rich regions of the genome in metachronous tumors and their derived cell lines from two patients with transitional cell carcinoma of the bladder. The methylation status of the majority of evaluable sequences (83%) remained unchanged in the tumors from both patients relative to a panel of normal urothelium samples obtained from individuals free of bladder disease, in which we measured <1% interindividual variation. The 17% of methylation alterations represents sequences altered in either a cancer-specific (3%), tumor-specific (1%), or patient-specific (13%) manner. The proportion of the altered sequences analyzed that were CpG islands corresponds to approximately 7000 CpG islands altered in the genome. Surprisingly, few additional changes in methylation patterns were observed in cell lines derived from the tumors; however, all of the cell lines showed altered methylation in a common set of 3% of evaluable sequences. Three genes known to be aberrantly methylated in bladder cancer (p16, p15, and PAX6) were studied in detail by methylation-sensitive single nucleotide primer extension and showed increased methylation in culture at preexisting methylated sites for all of the exons but no de novo methylation in culture for the promoters in any cell line. Therefore, our investigation provides the first serial as well as parallel quantitation of the global epigenetic stability in two independent bladder cancer genomes over the course of progression and in culture. In addition, our investigation also provides the first direct comparison of the epigenetic and genetic patterns on the global scale, showing the epigenetic pattern to be relatively stable in vivo and in vitro over time within an individual.
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Affiliation(s)
- I D Markl
- Department of Biochemistry and Molecular Biology, Norris Comprehensive Cancer Center, Keck School of Medicine, University of Southern California, 1441 Eastlake Avenue, Los Angeles, CA 90089, USA
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15
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Xiong Z, Wu AH, Bender CM, Tsao JL, Blake C, Shibata D, Jones PA, Yu MC, Ross RK, Laird PW. Mismatch repair deficiency and CpG island hypermethylation in sporadic colon adenocarcinomas. Cancer Epidemiol Biomarkers Prev 2001; 10:799-803. [PMID: 11440966] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/20/2023] Open
Abstract
Many studies have documented CpG island hypermethylation in human colon adenocarcinomas. Several of these reports have additionally found such CpG island hypermethylation to be more extensive in tumors with a mismatch-repair deficiency, as revealed by microsatellite instability (MSI+). Because the source of samples used in these prior studies may not have been representative of the general population, we have reinvestigated this issue using samples from a population-based study. A total of 15 MSI+ tumors were identified, and they were compared with 47 MSI- tumors that were similar in distribution by age, sex, and race. Microdissected tumor and normal adjacent mucosal DNA samples from each patient were subjected to a quantitative DNA methylation analysis at 13 separate CpG dinucleotides located in five CpG islands in four different genes [APC, ESR1 (ER), CDKN2A (p16; promoter and exon 2), and MLH1]. Four of five CpG islands showed a statistically significantly increased level of methylation in tumor tissue compared with adjacent normal mucosa. In contrast to previous studies, we did not find any statistically significant correlations between MSI status and methylation levels of any of the CpG islands other than MLH1. Furthermore, we observed a positive correlation between MLH1 methylation and CDKN2A methylation (P = 0.03), whereas no association was noted between MSI positivity and CDKN2A methylation (P = 0.95). The latter results suggest a possible defect in the protection against CpG island hypermethylation shared between CDKN2A and MLH1 and do not support the notion of a functional association between CDKN2A methylation and the phenotype of mismatch repair deficiency.
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Affiliation(s)
- Z Xiong
- Departments of Surgery, University of Southern California, Keck School of Medicine, Los Angeles, CA 90089-9176, USA
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16
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Abstract
OBJECTIVE To provide an introduction to the concept of DNA methylation and its function in normal cells, and to explain the possible mechanisms as to how abnormalities in this phenomenon can relate to carcinogenesis. The clinical implications with reference to common malignancies encountered in surgical practice are discussed. SUMMARY BACKGROUND DATA Methylation of DNA is a heritable, enzyme-induced modification to DNA structure without alteration of the specific sequence of the base pairs responsible for encoding the genome. DNA methylation can both directly inhibit the expression of genes and also increase the probability that affected genes undergo a mutational event. Although DNA methylation plays an essential role in normal biologic processes, distinct and abnormal patterns of methylation are observed in cancers. In particular, there has been increased documentation that methylation of the promoter regions of several genes, including known tumor suppressor genes, results in the subsequent failure to express their functional proteins. Consequently, DNA methylation may represent an early and fundamental step in the pathway by which normal tissue undergoes neoplastic transformation. Further, an assessment of the methylation profiles within neoplastic tissues may provide key information in enhancing the diagnosis, predicting the clinical behavior, and designing specific treatment plans for individual patients. METHODS Published literature from 1925 to 2000 contributing to an understanding of the purpose of DNA methylation and how pathology of this phenomenon could contribute to cancer are reviewed. Theories on these issues and the evidence that led to them are described. The present status of the subject in a clinical context is discussed. RESULTS Gene expression can be significantly modulated by alterations in DNA methylation patterns. Methylation within the promoter regions of tumor suppressor genes causes their silencing, and methylation within the gene itself can induce mutational events. These mechanisms may play a fundamental role in precipitating the development of a large and diverse number of human cancers. CONCLUSIONS DNA methylation is an important factor in the development of cancer. A greater understanding of the relationship between DNA methylation events at the molecular level and its interaction in the clinical context may provide the basis for future advances in the surgical and pharmacologic management of malignant diseases.
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Affiliation(s)
- S A Wajed
- Department of Surgery, University of Southern California School of Medicine, Los Angeles, California 90033, USA
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17
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Eads CA, Lord RV, Wickramasinghe K, Long TI, Kurumboor SK, Bernstein L, Peters JH, DeMeester SR, DeMeester TR, Skinner KA, Laird PW. Epigenetic patterns in the progression of esophageal adenocarcinoma. Cancer Res 2001; 61:3410-8. [PMID: 11309301] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/19/2023]
Abstract
Esophageal adenocarcinoma (EAC) arises after normal squamous mucosa undergoes metaplasia to specialized columnar epithelium (intestinal metaplasia or Barrett's esophagus), which can then ultimately progress to dysplasia and subsequent malignancy. Epigenetic studies of this model have thus far been limited to the DNA methylation analysis of a few genes. In this study, we analyzed a panel of 20 genes using a quantitative, high-throughput methylation assay, METHYLIGHT: We used this broader approach to gain insight into concordant methylation behavior between genes and to generate epigenomic fingerprints for the different histological stages of EAC. Our study included a total of 104 tissue specimens from 51 patients with different stages of Barrett's esophagus and/or associated adenocarcinoma. We screened 84 of these samples with the full panel of 20 genes and found distinct classes of methylation patterns in the different types of tissue. The most informative genes were those with an intermediate frequency of significant hypermethylation [ranging from 15% (CDKN2A) to 60% (MGMT) of the samples]. This group could be further subdivided into three classes, according to the absence (CDKN2A, ESR1, and MYOD1) or presence (CALCA, MGMT, and TIMP3) of methylation in normal esophageal mucosa and stomach, or the infrequent methylation of normal esophageal mucosa accompanied by methylation in all normal stomach samples (APC). The other genes were less informative, because the frequency of hypermethylation was below 5% (ARF, CDH1, CDKN2B, GSTP1, MLH1, PTGS2, and THBS1), completely absent (CTNNB1, RB1, TGFBR2, and TYMS1), or ubiquitous (HIC1 and MTHFR), regardless of tissue type. Each class undergoes unique epigenetic changes at different steps of disease progression of EAC, suggesting a step-wise loss of multiple protective barriers against CpG island hypermethylation. The aberrant hypermethylation occurs at many different loci in the same tissues, suggestive of an overall deregulation of methylation control in EAC tumorigenesis. However, we did not find evidence for a distinct group of tumors with a CpG island methylator phenotype. Finally, we found that normal and metaplastic tissues from patients with evidence of associated dysplasia or cancer had a significantly higher incidence of hypermethylation than similar tissues from patients with no further progression of their disease. The fact that the samples from these two groups of patients were histologically indistinguishable, yet molecularly distinct, suggests that the occurrence of such hypermethylation may provide a clinical tool to identify patients with premalignant Barrett's who are at risk for further progression.
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Affiliation(s)
- C A Eads
- Department of Surgery, University of Southern California, Keck School of Medicine, Norris Comprehensive Cancer Center, Los Angeles, CA 90089-9176, USA
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18
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Kawakami K, Brabender J, Lord RV, Groshen S, Greenwald BD, Krasna MJ, Yin J, Fleisher AS, Abraham JM, Beer DG, Sidransky D, Huss HT, Demeester TR, Eads C, Laird PW, Ilson DH, Kelsen DP, Harpole D, Moore MB, Danenberg KD, Danenberg PV, Meltzer SJ. Hypermethylated APC DNA in plasma and prognosis of patients with esophageal adenocarcinoma. J Natl Cancer Inst 2000; 92:1805-11. [PMID: 11078757 DOI: 10.1093/jnci/92.22.1805] [Citation(s) in RCA: 249] [Impact Index Per Article: 10.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND The adenomatous polyposis coli (APC) locus on chromosome 5q21-22 shows frequent loss of heterozygosity (LOH) in esophageal carcinomas. However, the prevalence of truncating mutations in the APC gene in esophageal carcinomas is low. Because hypermethylation of promoter regions is known to affect several other tumor suppressor genes, we investigated whether the APC promoter region is hypermethylated in esophageal cancer patients and whether this abnormality could serve as a prognostic plasma biomarker. METHODS We assayed DNA from tumor tissue and matched plasma from esophageal cancer patients for hypermethylation of the promoter region of the APC gene. We used the maximal chi-square statistic to identify a discriminatory cutoff value for hypermethylated APC DNA levels in plasma and used bootstrap-like simulations to determine the P: value to test for the strength of this association. This cutoff value was used to generate Kaplan-Meier survival curves. All P values were based on two-sided tests. RESULTS Hypermethylation of the promoter region of the APC gene occurred in abnormal esophageal tissue in 48 (92%) of 52 patients with esophageal adenocarcinoma, in 16 (50%) of 32 patients with esophageal squamous cell carcinoma, and in 17 (39.5%) of 43 patients with Barrett's metaplasia but not in matching normal esophageal tissues. Hypermethylated APC DNA was observed in the plasma of 13 (25%) of 52 adenocarcinoma patients and in two (6.3%) of 32 squamous carcinoma patients. High plasma levels of methylated APC DNA were statistically significantly associated with reduced patient survival (P =.016). CONCLUSION The APC promoter region was hypermethylated in tumors of the majority of patients with primary esophageal adenocarcinomas. Levels of hypermethylated APC gene DNA in the plasma may be a useful biomarker of biologically aggressive disease in esophageal adenocarcinoma patients and should be evaluated as a potential biomarker in additional tumor types.
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Affiliation(s)
- K Kawakami
- Department of Biochemistry and Molecular Biology and Norris Cancer Center, Keck School of Medicine, University of Southern California, Los Angeles, USA
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19
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Eads CA, Lord RV, Kurumboor SK, Wickramasinghe K, Skinner ML, Long TI, Peters JH, DeMeester TR, Danenberg KD, Danenberg PV, Laird PW, Skinner KA. Fields of aberrant CpG island hypermethylation in Barrett's esophagus and associated adenocarcinoma. Cancer Res 2000; 60:5021-6. [PMID: 11016622] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
Abstract
Esophageal adenocarcinoma (EAC) is thought to develop through a multistage process in which Barrett's metaplasia progresses through low- and high-grade dysplasia to invasive cancer. Transcriptional silencing of tumor suppressor genes by promoter CpG island hypermethylation has been observed in many types of human cancer. Analysis of CpG island hypermethylation in EAC has thus far been limited to the CDKN2A (p16) gene. In this study, we extend the methylation analysis of EAC to include three other genes, APC, CDH1 (E-cadherin), and ESR1 (ER, estrogen receptor alpha), in addition to CDKN2A. Molecular analysis can provide insight into the complex relationships between tissues with different histologies in Barrett's esophagus and associated adenocarcinoma. Therefore, we have mapped the spatial distribution of methylation patterns in six esophagectomy cases in detail. Hypermethylation of the four CpG islands was analyzed by the MethyLight technique in 107 biopsies derived from these six patients for a total of 428 methylation analyses. Our results show that normal esophageal squamous epithelium is unmethylated at all four CpG islands. CDH1 is unmethylated in most other tissue types as well. Hypermethylation of ESR1 is seen at high frequency in inflammatory reflux esophagitis and at all subsequent stages, whereas APC and CDKN2A hypermethylation is found in Barrett's metaplasia, dysplasia, and EAC. When it occurs, hypermethylation of APC, CDKN2A, and ESR1 is usually found in a large contiguous field, suggesting either a concerted methylation change associated with metaplasia or a clonal expansion of cells with abnormal hypermethylation.
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Affiliation(s)
- C A Eads
- Department of Surgery, University of Southern California, Keck School of Medicine, Norris Comprehensive Cancer Center, Los Angeles 90089- 9176, USA
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20
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Affiliation(s)
- P W Laird
- Department of Surgery, University of Southern California Keck School of Medicine, Norris Comprehensive Cancer Center, Los Angeles 90089-9176, USA.
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21
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Abstract
A grounded theory approach was used to generate theory about clients' perceptions of polysomnography, and the relationships between these perceptions and compliance with therapy. Interviews were conducted with two groups of clients: those who complied with recommended therapy (Continuous Positive Airways Pressure) and those who did not. Compliance with suggested therapy appeared to be related to the degree of benefit derived by the client. In addition, there were problems with the process of diagnosis and follow-up that impacted on client satisfaction and may have influenced their compliance. These findings have highlighted issues which have been used to generate theories that will be tested in future research.
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Affiliation(s)
- T F van de Mortel
- School of Nursing and Health Care Practices, Southern Cross University
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22
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Eads CA, Danenberg KD, Kawakami K, Saltz LB, Blake C, Shibata D, Danenberg PV, Laird PW. MethyLight: a high-throughput assay to measure DNA methylation. Nucleic Acids Res 2000; 28:E32. [PMID: 10734209 PMCID: PMC102836 DOI: 10.1093/nar/28.8.e32] [Citation(s) in RCA: 1031] [Impact Index Per Article: 43.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
Cytosine-5 DNA methylation occurs in the context of CpG dinucleotides in vertebrates. Aberrant methylation of CpG islands in human tumors has been shown to cause transcriptional silencing of tumor-suppressor genes. Most methods used to analyze cytosine-5 methylation patterns require cumbersome manual techniques that employ gel electrophoresis, restriction enzyme digestion, radiolabeled dNTPs or hybridization probes. The development of high-throughput technology for the analysis of DNA methylation would significantly expand our ability to derive molecular information from clinical specimens. This study describes a high-throughput quantitative methylation assay that utilizes fluorescence-based real-time PCR (TaqMan) technology that requires no further manipulations after the PCR step. MethyLight is a highly sensitive assay, capable of detecting methylated alleles in the presence of a 10,000-fold excess of unmethylated alleles. The assay is also highly quantitative and can very accurately determine the relative prevalence of a particular pattern of DNA methylation. We show that MethyLight can distinguish between mono-allelic and bi-allelic methylation of the MLH1 mismatch repair gene in human colorectal tumor specimens. The development of this technique should considerably enhance our ability to rapidly and accurately generate epigenetic profiles of tumor samples.
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Affiliation(s)
- C A Eads
- Department of Surgery, University of Southern California School of Medicine, Norris Comprehensive Cancer Center, Los Angeles 90033, USA
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Laird PW. Consuming smoke: cigarettes in American culture. [Review of: Tate, Cassandra. Cigarette Wars: the triumph of "The Little White Slaver." Oxford University Press, 1999]. Rev Am Hist 2000; 28:96-104. [PMID: 11624363] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Affiliation(s)
- P W Laird
- University of Colorado at Denver, CO., USA
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Pao MM, Liang G, Tsai YC, Xiong Z, Laird PW, Jones PA. DNA methylator and mismatch repair phenotypes are not mutually exclusive in colorectal cancer cell lines. Oncogene 2000; 19:943-52. [PMID: 10702803 DOI: 10.1038/sj.onc.1203414] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/1999] [Revised: 12/13/1999] [Accepted: 12/13/1999] [Indexed: 01/02/2023]
Abstract
A potential link between DNA repair and de novo methylation of exogenous sequences in colorectal cancer cell lines suggested that cells deficient in mismatch repair (MMR-) had an increased ability to silence the introduced virus promoter by DNA methylation due to the presence of a methylator phenotype (MET+) (Lengauer et al., 1997a). We explored this relationship in more detail and found that although there was a clear difference in the abilities of MMR+ cells to express the viral promoter compared to their MMR- counterparts, this difference was not consistently explained by levels of methylation in the viral promoter. Furthermore, we were unable to distinguish differences between the levels of methylation of six endogenous known CpG islands or 100 random DNA fragments containing CCGG sites within the cells. No consistent differences between the abilities of the cells to methylate the CpG island in exon 2 of the p16 gene were observed after transient demethylation by 5-aza-2'-deoxycytidine nor in the levels of expression of three human methyltransferase enzymes. Our results do not therefore support the existence of mutually exclusive DNA methylation (MET) and DNA repair (MMR) phenotypes. Oncogene (2000) 19, 943 - 952.
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Affiliation(s)
- M M Pao
- Department of Biochemistry and Molecular Biology, USC/Norris Comprehensive Cancer Center, MS#73, 1441 Eastlake Ave., Los Angeles, California, CA 90033, USA
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Eads CA, Danenberg KD, Kawakami K, Saltz LB, Danenberg PV, Laird PW. CpG island hypermethylation in human colorectal tumors is not associated with DNA methyltransferase overexpression. Cancer Res 1999; 59:2302-6. [PMID: 10344733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/12/2023]
Abstract
The molecular basis of aberrant hypermethylation of CpG islands observed in a subset of human colorectal tumors is unknown. One potential mechanism is the up-regulation of DNA (cytosine-5)-methyltransferases. Recently, two new mammalian DNA methyltransferase genes have been identified, which are referred to as DNMT3A and DNMT3B. The encoded proteins differ from the predominant mammalian DNA methyltransferase DNMT1 in that they have a substantially higher ratio of de novo to maintenance methyltransferase activity. We have used a highly quantitative 5' nuclease fluorogenic reverse transcription-PCR method (TaqMan) to analyze the expression of all three DNA methyltransferase genes in 25 individual colorectal adenocarcinoma specimens and matched normal mucosa samples. In addition, we examined the methylation patterns of four CpG islands [APC, ESR1 (estrogen receptor), CDKN2A (p16), and MLH1] to determine whether individual tumors show a positive correlation between the level of DNA methyltransferase expression and the frequency of CpG island hypermethylation. All three methyltransferases appear to be up-regulated in tumors when RNA levels are normalized using either ACTB (beta-actin) or POLR2A (RNA pol II large subunit), but not when RNA levels are normalized with proliferation-associated genes, such as H4F2 (histone H4) or PCNA. The frequency or extent of CpG island hypermethylation in individual tumors did not correlate with the expression of any of the three DNA methyltransferases. Our results suggest that deregulation of DNA methyltransferase gene expression does not play a role in establishing tumor-specific abnormal DNA methylation patterns in human colorectal cancer.
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Affiliation(s)
- C A Eads
- Department of Surgery, University of Southern California, School of Medicine, Norris Comprehensive Cancer Center, Los Angeles 90033, USA
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26
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Fein M, Peters JH, Baril N, McGarvey M, Chandrasoma P, Shibata D, Laird PW, Skinner KA. Loss of function of Trp53, but not Apc, leads to the development of esophageal adenocarcinoma in mice with jejunoesophageal reflux. J Surg Res 1999; 83:48-55. [PMID: 10210642 DOI: 10.1006/jsre.1998.5559] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
INTRODUCTION APC and TP53 are tumor suppressor genes known to be altered frequently in human esophageal adenocarcinoma (EAC), which arises as a complication of reflux disease. To determine the functional role of these genes in the development of EAC, we have created reflux in mice gene-targeted for either Trp53 or Apc. METHODS Wild-type (WT), p53-knockout (Trp53-/-), or Apc-mutated (ApcMin/+) mice were generated in our breeding colony. Total gastrectomy with esophagojejunostomy was performed at 6 weeks of age, creating jejunoesophageal reflux. Unoperated control mice were maintained under identical conditions. Mice were sacrificed at 30 weeks of age. Histology of the esophagus and jejunal anastamosis or gastroesophageal junction was reviewed by a single pathologist blinded to the genotype of the animal. RESULTS The esophagus was normal in all of the unoperated mice (6 ApcMin/+, 6 WT, and 6 Trp53-/-). All operated mice (6 ApcMin/+, 12 WT, and 4 Trp53-/-) had esophagitis, with squamous hyperplasia and early focal ulceration. Barrett's metaplasia was identified in 33% of the operated ApcMin/+ (2/6) and 25% of the Trp53-/- (1/4) mice, but not in the WT mice. Of 4 operated Trp53-/- mice, all developed severe dysplasia of the squamous epithelium and 2 (50%) had EAC on histology, although no gross tumors were seen. No severe dysplasia or carcinoma was identified in any of the ApcMin/+ or WT mice. CONCLUSIONS Loss of either Trp53 or Apc leads to the development of columnar metaplasia, whereas loss of Trp53, but not Apc, leads to development of cancer in mice with jejunoesophageal reflux.
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Affiliation(s)
- M Fein
- Department of Surgery, University of Southern California, Norris Comprehensive Cancer Center, 1441 Eastlake Avenue, Los Angeles, California 90033-4612, USA
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27
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Abstract
The discovery of numerous hypermethylated promoters of tumour-suppressor genes, along with a better understanding of gene-silencing mechanisms, has moved DNA methylation from obscurity to recognition as an alternative mechanism of tumour-suppressor inactivation in cancer. Epigenetic events can also facilitate genetic damage, as illustrated by the increased mutagenicity of 5-methylcytosine and the silencing of the MLH1 mismatch repair gene by DNA methylation in colorectal tumours. We review here current mechanistic understanding of the role of DNA methylation in malignant transformation, and suggest Knudson's two-hit hypothesis should now be expanded to include epigenetic mechanisms of gene inactivation.
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Affiliation(s)
- P A Jones
- Department of Biochemistry and Molecular Biology, University of Southern California School of Medicine, The Norris Comprehensive Cancer Center, Los Angeles 90033, USA.
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28
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Abstract
We report here on a quantitative technique called COBRA to determine DNA methylation levels at specific gene loci in small amounts of genomic DNA. Restriction enzyme digestion is used to reveal methylation-dependent sequence differences in PCR products of sodium bisulfite-treated DNA as described previously. We show that methylation levels in the original DNA sample are represented by the relative amounts of digested and undigested PCR product in a linearly quantitative fashion across a wide spectrum of DNA methylation levels. In addition, we show that this technique can be reliably applied to DNA obtained from microdissected paraffin-embedded tissue samples. COBRA thus combines the powerful features of ease of use, quantitative accuracy, and compatibility with paraffin sections.
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Affiliation(s)
- Z Xiong
- Department of Surgery, University of Southern California School of Medicine, The Norris Comprehensive Cancer Center, Room 6415, Mailstop #73, 1441 Eastlake Avenue, Los Angeles, CA 90033, USA
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Abstract
Cancer is often viewed as a genetic process in which the developing cancer cell acquires successive mutational lesions that each provide the cell with a growth or survival advantage. The focus on genetic alterations in cancer research has perhaps led to an underestimation of the contribution by epigenetics. Epigenetic events are heritable alterations in gene function that are mediated by factors other than changes in primary DNA sequence; 5-methylcytosine DNA methylation is a good example. This article reviews current insights into the contribution of DNA methylation to mutational and epigenetic mechanisms of oncogenesis.
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Affiliation(s)
- P W Laird
- University of Southern California School of Medicine, Dept of Surgery, Los Angeles, USA.
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Jackson-Grusby L, Laird PW, Magge SN, Moeller BJ, Jaenisch R. Mutagenicity of 5-aza-2'-deoxycytidine is mediated by the mammalian DNA methyltransferase. Proc Natl Acad Sci U S A 1997; 94:4681-5. [PMID: 9114051 PMCID: PMC20784 DOI: 10.1073/pnas.94.9.4681] [Citation(s) in RCA: 151] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
The cytosine analog 5-aza-2'-deoxycytidine has been used clinically to reactivate genes silenced by DNA methylation. In particular, patients with beta-thalassemia show fetal globin expression after administration of this hypomethylating drug. In addition, silencing of tumor suppressor gene expression by aberrant DNA methylation in tumor cells may potentially be reversed by a similar regimen. Consistent with its function in maintaining tumor suppressor gene expression, 5-aza-2'-deoxycytidine significantly reduces intestinal tumor multiplicity in the predisposed Min mouse strain. Despite its utility as an anti-cancer agent, the drug is highly mutagenic by an unknown mechanism. To gain insight into how 5-aza-2'-deoxycytidine induces mutations in vivo, we examined the mutational spectrum in an Escherichia coli lac I transgene in colonic DNA from 5-aza-2'-deoxycytidine-treated mice. Mutations induced by 5-aza-2'-deoxycytidine were predominantly at CpG dinucleotides, which implicates DNA methyltransferase in the mutagenic mechanism. C:G-->G:C transversions were the predominant class of mutations observed. We suggest a model for how the mammalian DNA methyltransferase may be involved in facilitating these mutations. The observation that 5-aza-2'-deoxycytidine-induced mutations are mediated by the enzyme suggests that novel inhibitors of DNA methyltransferase, which can inactivate the enzyme before its interaction with DNA, are needed for chemoprevention or long term therapy.
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Affiliation(s)
- L Jackson-Grusby
- Whitehead Institute for Biomedical Research and Department of Biology, Massachusetts Institute of Technology, Nine Cambridge Center, Cambridge, MA 02142, USA
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31
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Abstract
The past few years have seen a wider acceptance of a role for DNA methylation in cancer. This can be attributed to three developments. First, the documentation of the over-representation of mutations at CpG dinucleotides has convincingly implicated DNA methylation in the generation of oncogenic point mutations. The second important advance has been the demonstration of epigenetic silencing of tumor suppressor genes by DNA methylation. The third development has been the utilization of experimental methods to manipulate DNA methylation levels. These studies demonstrate that DNA methylation changes in cancer cells are not mere by-products of malignant transformation, but can play an instrumental role in the cancer process. It seems clear that DNA methylation plays a variety of roles in different cancer types and probably at different stages of oncogenesis. DNA methylation is intricately involved in a wide diversity of cellular processes. Likewise, it appears to exert its influence on the cancer process through a diverse array of mechanisms. It is our task not only to identify these mechanisms, but to determine their relative importance for each stage and type of cancer. Our hope then will be to translate that knowledge into clinical applications.
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Affiliation(s)
- P W Laird
- Department of Surgery, University of Southern California, School of Medicine/Norris Comprehensive Cancer Center, Los Angeles 90033, USA.
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32
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Tucker KL, Beard C, Dausmann J, Jackson-Grusby L, Laird PW, Lei H, Li E, Jaenisch R. Germ-line passage is required for establishment of methylation and expression patterns of imprinted but not of nonimprinted genes. Genes Dev 1996; 10:1008-20. [PMID: 8608936 DOI: 10.1101/gad.10.8.1008] [Citation(s) in RCA: 220] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/31/2023]
Abstract
Embryonic stem (ES) cells homozygous for a disruption of the DNA (cytosine-5)-methyltransferase gene (Dnmt) proliferate normally with their DNA highly demethylated but die upon differentiation. Expression of the wild-type Dnmt cDNA in mutant male ES cells caused an increase in methylation of bulk DNA and of the Xist and Igf2 genes to normal levels, but did not restore the methylation of the imprinted genes H19 and Igf2r. These cells differentiated normally in vitro and contributed substantially to adult chimeras. While the Xist gene was not expressed in the remethylated male ES cells, no restoration of the normal expression profile was seen for H19, Igf2r, or Igf2. This indicates that ES cells can faithfully reestablish normal methylation and expression patterns of nonimprinted genes but lack the ability to restore those of imprinted genes. Full restoration of monoallelic methylation and expression was imposed on H19, Igf2, and Igf2r upon germ-line transmission. These results are consistent with the presence of distinct de novo DNA methyltransferase activities during oogenesis and spermatogenesis, which specifically recognize imprinted genes but are absent in the postimplantation embryo and in ES cells.
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Affiliation(s)
- K L Tucker
- Whitehead Institute for Biomedical Research, Cambridge, Massachusetts 02142, USA
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Abstract
We have used a combination of genetics and pharmacology to assess the effects of reduced DNA methyltransferase activity on ApcMin-induced intestinal neoplasia in mice. A reduction in the DNA methyltransferase activity in Min mice due to heterozygosity of the DNA methyltransferase gene, in conjunction with a weekly dose of the DNA methyltransferase inhibitor 5-aza-deoxycytidine, reduced the average number of intestinal adenomas from 113 in the control mice to only 2 polyps in the treated heterozygotes. Hence, DNA methyltransferase activity contributes substantially to tumor development in this mouse model of intestinal neoplasia. Our results argue against an oncogenic effect of DNA hypomethylation. Moreover, they are consistent with a role for DNA methyltransferase in the generation of the C to T transitions seen at high frequency in human colorectal tumors.
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Affiliation(s)
- P W Laird
- Whitehead Institute for Biomedical Research, Massachusetts Institute of Technology, Cambridge 02142, USA
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35
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Johnson KA, Lerner CP, Di Lacio LC, Laird PW, Sharpe AH, Simpson EM. Transgenic mice for the preparation of hygromycin-resistant primary embryonic fibroblast feeder layers for embryonic stem cell selections. Nucleic Acids Res 1995; 23:1273-5. [PMID: 7739908 PMCID: PMC306843 DOI: 10.1093/nar/23.7.1273] [Citation(s) in RCA: 20] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Affiliation(s)
- K A Johnson
- Jackson Laboratory, Bar Harbor, ME 04609, USA
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36
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Abstract
Changes in the pattern of DNA methylation have been a consistent finding in cancer cells. The mostly descriptive nature of these studies and the fact that both hypo- and hypermethylation have been observed at various loci have made it difficult to assess whether these changes are causally involved in the transformation process or whether they reflect the altered physiology of rapidly dividing cancer cells. It is clear, however, that DNA methylation plays an important role in the generation of mutations in human tumors. The high incidence of C-to-T transitions found in the p53 tumor-suppressor gene is attributed to the spontaneous deamination of 5-methylcytosine residues. The multiple observations linking DNA methylation to cancer can be resolved in a model proposing that the high rate of mutation at CpG dinucleotides is due in part to methyltransferase-facilitated deamination. Support for a role of DNA methyltransferase as a mutator enzyme is provided by work with a prokaryotic DNA methyltransferase under S-adenosyl-methionine methyl-donor limiting conditions. Methyl-donor limiting conditions might arise in early stages of tumor development, leading to high rates of methyltransferase-mediated CpG mutagenesis, as seen in human tumors. Such a mechanism is consistent with the frequently reported methionine auxotrophy of cancer cells and with the tumorigenic effects of methyl-deficient diets. Methyl deficiency in tumor cells is also consistent with the commonly observed global hypomethylation of tumor cell DNA, despite normal or even high levels of DNA methyltransferase expression.
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Affiliation(s)
- P W Laird
- Whitehead Institute for Biomedical Research, Massachusetts Institute of Technology, Cambridge 02142
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37
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Berns A, van der Lugt N, Alkema M, van Lohuizen M, Domen J, Acton D, Allen J, Laird PW, Jonkers J. Mouse model systems to study multistep tumorigenesis. Cold Spring Harb Symp Quant Biol 1994; 59:435-47. [PMID: 7587098 DOI: 10.1101/sqb.1994.059.01.049] [Citation(s) in RCA: 19] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Affiliation(s)
- A Berns
- Division of Molecular Genetics, The Netherlands Cancer Institute, Amsterdam
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38
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Abstract
The mouse proto-oncogene Pim-1, which encodes two cytoplasmic serine-threonine-specific protein kinases, is frequently activated by proviral insertion in murine leukemia virus-induced hematopoietic tumors. Transgenic mice overexpressing Pim-1 show a low incidence of spontaneous T cell lymphomas, whereas null mutant mice lack an obvious phenotype. We have analyzed the early B lymphoid compartment from both null mutant and E mu-Pim-1 transgenic mice. The level of Pim-1 expression appears to be a determining factor in the ability of these cells to respond to the growth factors interleukin 7 (IL-7) and SF (steel factor). The impaired response in null mutant mice could be rescued by introduction of a functional Pim-1 transgene. Moreover, overexpression of Pim-1 facilitates the derivation of primitive lymphoid cell lines that are dependent on combined stimulation with IL-7 and SF or insulin-like growth factor 1. These results for the first time identify the involvement of Pim-1 in a normal cellular function, as an important regulator of early B lymphopoiesis in mice.
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Affiliation(s)
- J Domen
- Division of Molecular Genetics, The Netherlands Cancer Institute, Amsterdam
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Abstract
The Pim-1 proto-oncogene encodes a highly conserved serine/threonine phosphokinase which is predominantly expressed in hematopoietic organs and gonads in mammals. Overexpression of Pim-1 predisposes to lymphomagenesis in mice. To develop a further understanding of Pim-1 in molecular terms, as well as in terms of its potential role in hematopoietic development, we have generated mice deficient in Pim-1 function. Pim-1-deficient mice are ostensibly normal, healthy and fertile. Detailed comparative analyses of the hematopoietic systems of the mutant mice and their wild-type littermates showed that they are indistinguishable for most of the parameters studied. Our analyses revealed one unexpected phenotype that correlated with the level of Pim-1 expression: Pim-1 deficiency correlated with a erythrocyte microcytosis, whereas overexpression of Pim-1 in E mu-Pim-1-transgenic mice resulted in erythrocyte macrocytosis. In order to confirm that the observed decrease in erythrocyte Mean Cell Volume (MCV) was attributable to the Pim-1 deficiency, we developed mice transgenic for a Pim-1 gene construct with its own promoter and showed that this transgene could restore the low erythrocyte Mean Cell Volume observed in the Pim-1-deficient mice to near wild-type levels. These results might be relevant to the observed involvement of the Pim-1 gene in mouse erythroleukemogenesis. The surprising lack of a readily observed phenotype in the lymphoid compartment of the Pim-1-deficient mice, suggests a heretofore unrecognized degree of in vivo functional redundancy of this highly conserved proto-oncogene.
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Affiliation(s)
- P W Laird
- Division of Molecular Genetics, The Netherlands Cancer Institute, Amsterdam
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40
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Domen J, van der Lugt NM, Laird PW, Saris CJ, Clarke AR, Hooper ML, Berns A. Impaired interleukin-3 response in Pim-1-deficient bone marrow-derived mast cells. Blood 1993; 82:1445-52. [PMID: 7689870] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
The mouse Pim-1 gene encodes two cytoplasmic serine-threonine-specific protein kinases. The gene has been found to be activated (overexpressed) by retroviral insertion in hematopoietic tumors in mice. Transgenic mice that overexpress Pim-1 (E mu-Pim-1) have a low incidence of spontaneous T-cell lymphomas and an increased susceptibility to Moloney murine leukemia virus and N-ethyl-N-nitrosourea-induced lymphomas. Apart from a slight enlargement of the spleen, no abnormalities were found in prelymphomatous transgenic mice. Inactivation of the Pim-1 gene in the germline of mice resulted in mice with a surprisingly subtle phenotype. Therefore, we investigated whether subtle effects of the absence of Pim-1 could be made visible during in vitro culturing of hematopoietic cells. We found that bone marrow-derived mast cells (BMMC) lacking Pim-1 had a distinct growth disadvantage when grown on interleukin (IL)-3, but not when stimulated by the factors IL-4, IL-9, or Steel factor (SF). This indicates a role for Pim-1 as a modulator of the IL-3 signal transduction pathway.
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Affiliation(s)
- J Domen
- Division of Molecular Genetics, The Netherlands Cancer Institute, Amsterdam
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41
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Domen J, van der Lugt NM, Laird PW, Saris CJ, Berns A. Analysis of Pim-1 function in mutant mice. Leukemia 1993; 7 Suppl 2:S108-12. [PMID: 8361211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023]
Abstract
The Pim-1 gene has frequently been found activated by proviral insertion in haematopoietic tumors in mice. The fact that overexpression of Pim-1 can contribute to lymphomagenesis was formally proven by overexpressing a Pim-1 transgene in lymphoid cells. The transgene induces a low incidence of T cell lymphomas and an increased susceptibility to chemically (ENU) and virally (MoMuLV) induced lymphomas. The mouse Pim-1 gene encodes two cytoplasmic protein-serine/threonine kinases. Northern analysis shows the highest expression to be in haematopoietic tissues, especially early in development. High expression has also been noted in testis and ES cells. Expression can be induced by growth factors and mitogens. The gene is evolutionarily highly conserved. Inactivation of both Pim-1 alleles in ES cells or mice did not reveal any obvious abnormalities. In order to look more closely for possible haematopoietic abnormalities specific growth factor response were studied in vitro. The IL-3 response of bone marrow-derived mast-cell cultures (BMMC) was found to be severely impaired in mast cells derived from Pim-1 deficient mice.
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Affiliation(s)
- J Domen
- Division of Molecular Genetics, The Netherlands Cancer Institute, Amsterdam
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42
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van der Lugt N, Maandag ER, te Riele H, Laird PW, Berns A. A pgk::hprt fusion as a selectable marker for targeting of genes in mouse embryonic stem cells: disruption of the T-cell receptor delta-chain-encoding gene. Gene 1991; 105:263-7. [PMID: 1834524 DOI: 10.1016/0378-1119(91)90161-4] [Citation(s) in RCA: 29] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
We have constructed a hypoxanthine phosphoribosyl transferase-selectable marker (hprt) under the control of the phosphoglycerate kinase (pgk) promoter. This construct permits cell growth in hypoxanthine/aminopterin/thymidine media and confers 6-thioguanine sensitivity upon mouse Hprt- embryonic stem cells, allowing either positive or negative selection in gene-targeting experiments. We have successfully targeted the gene encoding the T-cell receptor delta-chain using the pgk::hprt fusion for counterselection.
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Affiliation(s)
- N van der Lugt
- Division of Molecular Genetics, The Netherlands Cancer Institute, Amsterdam
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43
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Affiliation(s)
- P W Laird
- The Netherlands Cancer Institute, Amsterdam
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44
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Abstract
In trypanosomes, a single transcription unit usually covers several protein-coding genes. The primary transcript is cut up by trans-splicing and polyadenylation machineries to generate individual mature mRNAs. All nuclear mRNAs acquire the same capped 39 nucleotide sequence at their 5' end as a consequence of the trans-splicing event. Trans splicing is used in the synthesis of some mRNAs in nematodes and chloroplasts. These unusual systems are clearly related to cis-splicing systems, but it remains an intriguing question whether they are merely exotic offshoots of cis splicing or archaic remnants of cis-splicing progenitors.
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45
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Abstract
The maturation of mRNAs in Trypanosoma brucei involves a novel step, in which a short capped sequence is spliced in trans onto the 5' end of nascent mRNAs from a 140-nucleotide precursor. This precursor is called the mini-exon-derived RNA or medRNA. We have used drugs and ultraviolet irradiation as inhibitors to probe the synthesis and processing of medRNA in vivo. Inhibition of RNA synthesis by chloroquine shows that the half-life of medRNA is about 4 minutes. Despite this high turnover, only limited accumulation of medRNA could be achieved following a block in the synthesis of high molecular weight splice acceptor substrates by UV irradiation. This implies that there is a constraint on the steady-state levels of medRNA and that excess medRNA is degraded in the cell. A 3' shortened version of medRNA accumulates upon a block in normal medRNA processing by UV irradiation or upon treatment of the cells with actinomycin D or novobiocin but was shown not to participate in trans splicing, making it a likely candidate for an in vivo degradation intermediate.
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Affiliation(s)
- P W Laird
- Division of Molecular Biology, Netherlands Cancer Institute, Amsterdam
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46
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Imboden MA, Laird PW, Affolter M, Seebeck T. Transcription of the intergenic regions of the tubulin gene cluster of Trypanosoma brucei: evidence for a polycistronic transcription unit in a eukaryote. Nucleic Acids Res 1987; 15:7357-68. [PMID: 3658696 PMCID: PMC306253 DOI: 10.1093/nar/15.18.7357] [Citation(s) in RCA: 72] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023] Open
Abstract
The tubulin genes of T. brucei are clustered in a tightly packed array of alternating alpha- and beta-genes. The steady state mRNA contains one abundant mRNA species each for alpha- and beta-tubulin, both carrying the identical 35 nt mini-exon sequence at their 5'-ends. We have used in vitro run-on transcription assays to investigate the mechanism of tubulin gene transcription in T. brucei. Our results show that the regions between the individual tubulin genes are transcribed at the same rate as are the genes themselves. On the other hand, transcripts containing the intergenic regions could not be detected by Northern analysis or in vivo labelling experiments. We conclude that putative transcripts from the intergenic regions have a half-life of less than one minute. These results suggest that the tubulin gene cluster is transcribed as a single contiguous transcription unit yielding a primary transcript which is rapidly processed into individual mRNAs by the polyadenylation and mini-exon trans splicing machineries.
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Affiliation(s)
- M A Imboden
- Institute of General Microbiology, Bern, Switzerland
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47
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Abstract
The lack of a homologous transformation system for trypanosomes is a serious handicap to the study of gene expression in these protozoans. Attempts to develop such a system have been complicated by the lack of suitable homologous vectors and ignorance of the requirements for mRNA synthesis which is discontinuous in trypanosomes. We have found that Trypanosoma congolense, a close relative of T. brucei, contains exceptionally small chromosomes, which can be isolated whole and distinguished from those of T. brucei by the presence of a unique satellite DNA. We show here that mini-chromosomes from T. congolense can be introduced into T. brucei by electroporation and detected by hybridisation with T. congolense satellite DNA. The introduced DNA can survive through several generations in the absence of any selective pressure. These results provide the basis for the development of a transformation system for trypanosomes.
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Affiliation(s)
- W C Gibson
- Division of Molecular Biology, Netherlands Cancer Institute, Amsterdam
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48
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Abstract
Discontinuous mRNA synthesis in trypanosomes is thought to involve a 140-nucleotide precursor, called the mini-exon-derived RNA or medRNA, which contributes its 5' 35 nucleotides to the 5' end of nascent mRNAs. We used in vivo labelling of RNA to show that medRNA has a half-life of less than 6 min, whereas putative high mol. wt intermediates containing the 3' part of the medRNA have an average half-life of less than 1 min. This eliminates priming of pre-mRNA synthesis by intact medRNA as the main mode of discontinuous mRNA synthesis. Potential intermediates of 35 and 105 nucleotides were labelled in parallel with medRNA, but their significance could not be assessed in RNA preparations containing medRNA, as they are also produced by artefactual cleavage of medRNA. We show, however, that high mol. wt RNA, free of medRNA, can release medRNA segments upon a debranching treatment. These results are consistent with a trans splicing mechanism involving short-lived forked intermediates, analogous to lariats in cis splicing systems.
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Furzan JA, Reisch J, Tyson JE, Laird P, Rosenfeld CR. Incidence and risk factors for symptomatic patent ductus arteriosus among inborn very-low-birth-weight infants. Early Hum Dev 1985; 12:39-48. [PMID: 4064996 DOI: 10.1016/0378-3782(85)90135-5] [Citation(s) in RCA: 33] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
The incidence of symptomatic patent ductus arteriosus (sPDA) in very-low-birth-weight infants has been reported almost exclusively from referral centers. Moreover, the incidence has varied considerably. We prospectively evaluated the incidence and risk factors of sPDA in a totally inborn population of infants less than or equal to 1500 g birth weight (n = 120) receiving conservative fluid management and examined the role of echocardiography in predicting sPDA before clinical signs are evident. The incidence of sPDA was relatively low (16%) and the age at onset was relatively late (mean +/- S.E. = 14.7 +/- 3.0 days) when compared to prior reports. Echocardiographic changes preceded physical and radiographic findings of sPDA. Fluid volume within the range administered to our infants was unrelated to the occurrence of sPDA. However, risk factors identifiable within 24 h of birth were defined: obstetric estimate of gestational age, race, mean fluid volume intake in the initial 24 h, and early treatment with volume expanders. From these risk factors, 79% of infants with sPDA and 79% without sPDA could be predicted by stepwise discriminant function analyses. These findings may be employed in studies needed to assess the benefit of early surgical or pharmacologic therapy for infants at highest risk for sPDA.
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Laird PW, Kooter JM, Loosbroek N, Borst P. Mature mRNAs of Trypanosoma brucei possess a 5' cap acquired by discontinuous RNA synthesis. Nucleic Acids Res 1985; 13:4253-66. [PMID: 2409534 PMCID: PMC321786 DOI: 10.1093/nar/13.12.4253] [Citation(s) in RCA: 84] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Mature mRNAs of Trypanosoma brucei have a common 5' terminal sequence of 35 nucleotides. This is acquired by an unknown mechanism from the 5' end of a separately transcribed precursor RNA of about 140 nt called the mini-exon-derived RNA or medRNA. We have investigated the nature of the 5' ends of mature mRNAs and of the medRNA by chemical decapping and enzymic recapping. We infer that a 5' cap is present on both of these RNAs and conclude that the mini-exon-derived RNA donates its 5' cap along with the mini-exon sequence to the pre-mRNA. Using nuclear run-on experiments we show that medRNA synthesis is much more sensitive to alpha-amanitin than 5S RNA synthesis and only slightly less sensitive than tubulin gene transcription. This result, together with the presence of a cap at the 5' end of the medRNA indicates that the mini-exon is transcribed by an RNA polymerase II type enzyme. Our experiments also confirm the existence of a second minor medRNA of about 125 nt and show the presence of other small capped RNAs possibly analogous to the small nuclear RNAs of other organisms.
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