Literature DB >> 18628437

Mathematical modeling of folate metabolism: predicted effects of genetic polymorphisms on mechanisms and biomarkers relevant to carcinogenesis.

Cornelia M Ulrich1, Marian Neuhouser, Amy Y Liu, Alanna Boynton, Jesse F Gregory, Barry Shane, S Jill James, Michael C Reed, H Frederik Nijhout.   

Abstract

Low-folate status and genetic polymorphisms in folate metabolism have been linked to several cancers. Possible biological mechanisms for this association include effects on purine and thymidine synthesis, DNA methylation, or homocysteine concentrations. The influence of genetic variation in folate metabolism on these putative mechanisms or biomarkers of cancer risk has been largely unexplored. We used a mathematical model that simulates folate metabolism biochemistry to predict (a) the effects of polymorphisms with defined effects on enzyme function (MTHFR and TS) and (b) the effects of potential, as-of-yet-unidentified polymorphisms in a comprehensive set of folate-metabolizing enzymes on biomarkers and mechanisms related to cancer risk. The model suggests that there is substantial robustness in the pathway. Our predictions were consistent with measured effects of known polymorphisms in MTHFR and TS on biomarkers. Polymorphisms that alter enzyme function of FTD, FTS, and MTCH are expected to affect purine synthesis, FTS more so under a low-folate status. In addition, MTCH polymorphisms are predicted to influence thymidine synthesis. Polymorphisms in methyltransferases should affect both methylation rates and thymidylate synthesis. Combinations of polymorphisms in MTHFR, TS, and SHMT are expected to affect nucleotide synthesis in a nonlinear fashion. These investigations provide information on effects of genetic polymorphisms on biomarkers, including those that cannot be measured well, and highlight robustness and sensitivity in this complex biological system with regard to genetic variability. Although the proportional changes in biomarkers of risk with individual polymorphisms are frequently small, they may be quite relevant if present over an individual's lifetime.

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Year:  2008        PMID: 18628437      PMCID: PMC3912564          DOI: 10.1158/1055-9965.EPI-07-2937

Source DB:  PubMed          Journal:  Cancer Epidemiol Biomarkers Prev        ISSN: 1055-9965            Impact factor:   4.254


  52 in total

1.  Methylenetetrahydrofolate reductase 677C->T polymorphism and folate status affect one-carbon incorporation into human DNA deoxynucleosides.

Authors:  Eoin P Quinlivan; Steven R Davis; Karla P Shelnutt; George N Henderson; Haifa Ghandour; Barry Shane; Jacob Selhub; Lynn B Bailey; Peter W Stacpoole; Jesse F Gregory
Journal:  J Nutr       Date:  2005-03       Impact factor: 4.798

2.  Exon-specific DNA hypomethylation of the p53 gene of rat colon induced by dimethylhydrazine. Modulation by dietary folate.

Authors:  Y I Kim; I P Pogribny; R N Salomon; S W Choi; D E Smith; S J James; J B Mason
Journal:  Am J Pathol       Date:  1996-10       Impact factor: 4.307

3.  Folate restriction and methylenetetrahydrofolate reductase 677T polymorphism decreases adoMet synthesis via folate-dependent remethylation in human-transformed lymphoblasts.

Authors:  E-P Chiang; Y-C Wang; F-Y Tang
Journal:  Leukemia       Date:  2007-02-15       Impact factor: 11.528

Review 4.  Will mandatory folic acid fortification prevent or promote cancer?

Authors:  Young-In Kim
Journal:  Am J Clin Nutr       Date:  2004-11       Impact factor: 7.045

5.  A common mutation A1298C in human methylenetetrahydrofolate reductase gene: association with plasma total homocysteine and folate concentrations.

Authors:  G Friedman; N Goldschmidt; Y Friedlander; A Ben-Yehuda; J Selhub; S Babaey; M Mendel; M Kidron; H Bar-On
Journal:  J Nutr       Date:  1999-09       Impact factor: 4.798

6.  Effect of the methylenetetrahydrofolate reductase 677C-->T mutation on the relations among folate intake and plasma folate and homocysteine concentrations in a general population sample.

Authors:  Angelika de Bree; W M Monique Verschuren; Anne-Lise Bjørke-Monsen; Nathalie M J van der Put; Sandra G Heil; Frans J M Trijbels; Henk J Blom
Journal:  Am J Clin Nutr       Date:  2003-03       Impact factor: 7.045

7.  Genetic polymorphisms in one-carbon metabolism: associations with CpG island methylator phenotype (CIMP) in colon cancer and the modifying effects of diet.

Authors:  Karen Curtin; Martha L Slattery; Cornelia M Ulrich; Jeannette Bigler; Theodore R Levin; Roger K Wolff; Hans Albertsen; John D Potter; Wade S Samowitz
Journal:  Carcinogenesis       Date:  2007-04-21       Impact factor: 4.944

8.  Folate levels in human liver from autopsies in Canada.

Authors:  K Hoppner; B Lampi
Journal:  Am J Clin Nutr       Date:  1980-04       Impact factor: 7.045

9.  Relation between folate status, a common mutation in methylenetetrahydrofolate reductase, and plasma homocysteine concentrations.

Authors:  P F Jacques; A G Bostom; R R Williams; R C Ellison; J H Eckfeldt; I H Rosenberg; J Selhub; R Rozen
Journal:  Circulation       Date:  1996-01-01       Impact factor: 29.690

10.  In silico experimentation with a model of hepatic mitochondrial folate metabolism.

Authors:  H Frederik Nijhout; Michael C Reed; Shi-Ling Lam; Barry Shane; Jesse F Gregory; Cornelia M Ulrich
Journal:  Theor Biol Med Model       Date:  2006-12-06       Impact factor: 2.432

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  21 in total

Review 1.  Proteomics and systems biology: current and future applications in the nutritional sciences.

Authors:  J Bernadette Moore; Mark E Weeks
Journal:  Adv Nutr       Date:  2011-06-28       Impact factor: 8.701

2.  Mathematical modeling predicts the effect of folate deficiency and excess on cancer-related biomarkers.

Authors:  Marian L Neuhouser; H Frederik Nijhout; Jesse F Gregory; Michael C Reed; S Jill James; Amy Liu; Barry Shane; Cornelia M Ulrich
Journal:  Cancer Epidemiol Biomarkers Prev       Date:  2011-07-13       Impact factor: 4.254

3.  Red blood cell folate and plasma folate are not associated with risk of incident colorectal cancer in the Women's Health Initiative observational study.

Authors:  Marian L Neuhouser; Ting-Yuan David Cheng; Shirley A A Beresford; Elissa Brown; Xiaoling Song; Joshua W Miller; Yingye Zheng; Cynthia A Thomson; James M Shikany; Mara Z Vitolins; Thomas Rohan; Ralph Green; Cornelia M Ulrich
Journal:  Int J Cancer       Date:  2015-02-24       Impact factor: 7.396

4.  Clinical Utility of Serum Homocysteine and Folate as Tumor Markers in Oral Squamous Cell Carcinoma - A Cross-Sectional Study.

Authors:  Sridhar Reddy Erugula; Mahesh Kumar Kandukuri; Prasanna M Danappanavar; Kranti Kiran Reddy Ealla; Surekha Velidandla; Sangameshwar Manikya
Journal:  J Clin Diagn Res       Date:  2016-10-01

5.  A structural equation modelling approach to explore the role of B vitamins and immune markers in lung cancer risk.

Authors:  Valéria Troncoso Baltar; Wei W Xun; Mattias Johansson; Pietro Ferrari; Shu-Chun Chuang; Caroline Relton; Per Magne Ueland; Øivind Midttun; Nadia Slimani; Mazda Jenab; Françoise Clavel-Chapelon; Marie-Christine Boutron-Ruault; Guy Fagherazzi; Rudolf Kaaks; Sabine Rohrmann; Heiner Boeing; Cornelia Weikert; Bas Bueno-de-Mesquita; Hendriek Boshuizen; Carla H van Gils; N Charlotte Onland-Moret; Antonio Agudo; Aurelio Barricarte; Carmen Navarro; Laudina Rodríguez; José Maria Huerta Castaño; Nerea Larrañaga; Kay-Tee Khaw; Nick Wareham; Naomi E Allen; Francesca Crowe; Valentina Gallo; Teresa Norat; Vittorio Krogh; Giovanna Masala; Salvatore Panico; Carlotta Sacerdote; Rosario Tumino; Antonia Trichopoulou; Pagona Lagiou; Dimitrios Trichopoulos; Torgny Rasmuson; Göran Hallmans; Nina Roswall; Anne Tjønneland; Elio Riboli; Paul Brennan; Paolo Vineis
Journal:  Eur J Epidemiol       Date:  2013-03-27       Impact factor: 8.082

Review 6.  Molecular mechanisms underlying the potentially adverse effects of folate.

Authors:  Kyle C Strickland; Natalia I Krupenko; Sergey A Krupenko
Journal:  Clin Chem Lab Med       Date:  2013-03-01       Impact factor: 3.694

Review 7.  Use of pathway information in molecular epidemiology.

Authors:  Duncan C Thomas; David V Conti; James Baurley; Frederik Nijhout; Michael Reed; Cornelia M Ulrich
Journal:  Hum Genomics       Date:  2009-10       Impact factor: 4.639

8.  Modeling mechanisms of in vivo variability in methotrexate accumulation and folate pathway inhibition in acute lymphoblastic leukemia cells.

Authors:  John C Panetta; Alex Sparreboom; Ching-Hon Pui; Mary V Relling; William E Evans
Journal:  PLoS Comput Biol       Date:  2010-12-02       Impact factor: 4.475

Review 9.  Methods for investigating gene-environment interactions in candidate pathway and genome-wide association studies.

Authors:  Duncan Thomas
Journal:  Annu Rev Public Health       Date:  2010       Impact factor: 21.981

10.  Mathematical modeling of folate metabolism.

Authors:  John C Panetta; Steven W Paugh; William E Evans
Journal:  Wiley Interdiscip Rev Syst Biol Med       Date:  2013-05-22
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