プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

Dr. Dmitry G.に依頼

United States

Expert in bioinformatics, data science and engineering.

プロフィール概要

Expert in bioinformatics, data science and engineering, with experience in developing and leading teams, to design and deploy scalable computing solutions for big data workflows, visualization, analytics and machine learning.

専門分野

• ★ Data Science
• ☆ Genetics
• ☆ Proteomics
• ☆ Metabolomics
• ☆ Data Visualization
• ☆ Machine Learning
• ☆ Bioinformatics

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Technical Writing, Copywriting

Research Market Research, User Research, Meta-Research, Feasibility Study, Fact Checking, Gap Analysis, Gray Literature Search, Systematic Literature Review, Secondary Data Collection

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-Non ML, Data Visualization, Big Data Analytics, Data Processing, Data Insights

Product Development Formulation, Product Evaluation

職務経験

Director, Data Science

Amyris

2月 2020 - 現在

Director of Data Science and Engineering

CDS - Creative Data Solutions

9月 2013 - 現在

学歴

Analytical Chemistry and Biotechnology

University of California, Davis

9月 2007 - 8月 2012

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Uusitalo, U., Liu, X., Yang, J., Aronsson, C.A., Hummel, S., Butterworth, M., Lernmark, Å., Rewers, M., Hagopian, W., She, J.-X., et al.(2016). Association of Early Exposure of Probiotics and Islet Autoimmunity in the TEDDY Study . JAMA Pediatrics. 170. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 20-28.

Fahrmann, J.F., Grapov, D., Defelice, B.C., Taylor, S., Kim, K., Kelly, K., Wikoff, W.R., Pass, H., Rom, W.N., Fiehn, O., et al.(2016). Serum phosphatidylethanolamine levels distinguish benign from malignant solitary pulmonary nodules and represent a potential diagnostic biomarker for lung cancer . Cancer Biomarkers. 16. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 609-617.

Fattuoni, C., Palmas, F., Noto, A., Barberini, L., Mussap, M., Grapov, D., Dessì, A., Casu, M., Casanova, A., Furione, M., et al.(2016). Primary HCMV infection in pregnancy from classic data towards metabolomics: An exploratory analysis . Clinica Chimica Acta. 460. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 23-32.

Glenn, D.J., Cardema, M.C., Ni, W., Zhang, Y., Yeghiazarians, Y., Grapov, D., Fiehn, O., Gardner, D.G.(2015). Cardiac steatosis potentiates angiotensin II effects in the heart . American Journal of Physiology - Heart and Circulatory Physiology. 308. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString H339-H350.

Gautam, A., D'Arpa, P., Donohue, D.E., Muhie, S., Chakraborty, N., Luke, B.T., Grapov, D., Carroll, E.E., Meyerhoff, J.L., Hammamieh, R., et al.(2015). Acute and chronic plasma metabolomic and liver transcriptomic stress effects in a mouse model with features of post-traumatic stress disorder . PLoS ONE. 10. (1).

Wanichthanarak, K., Fahrmann, J.F., Grapov, D.(2015). Genomic, proteomic, and metabolomic data integration strategies . Biomarker Insights. 10. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1-6.

Grapov, D., Wanichthanarak, K., Fiehn, O.(2015). MetaMapR: Pathway independent metabolomic network analysis incorporating unknowns . Bioinformatics. 31. (16). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2757-2760.

Glenn, D.J., Cardema, M.C., Ni, W., Zhang, Y., Yeghiazarians, Y., Grapov, D., Fiehn, O., Gardner, D.G.(2015). Cardiac steatosis potentiates angiotensin ii effects in the heart . American Journal of Physiology - Heart and Circulatory Physiology. 308. (4). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 339-350.

Grapov, D., Fahrmann, J., Hwang, J., Poudel, A., Jo, J., Periwal, V., Fiehn, O., Hara, M.(2015). Diabetes associated metabolomic perturbations in NOD mice . Metabolomics. 11. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 425-437.

Cao, Y.-A., Hickerson, R.P., Seegmiller, B.L., Grapov, D., Gross, M.M., Bessette, M.R., Phinney, B.S., Flores, M.A., Speaker, T.J., Vermeulen, A., et al.(2015). Gene expression profiling in pachyonychia congenita skin . Journal of Dermatological Science. 77. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 156-165.

Kamleh, M.A., Snowden, S.G., Grapov, D., Blackburn, G.J., Watson, D.G., Xu, N., Ståhle, M., Wheelock, C.E.(2015). LC-MS metabolomics of psoriasis patients reveals disease severity-dependent increases in circulating amino acids that are ameliorated by anti-TNFα treatment . Journal of Proteome Research. 14. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 557-566.

Wikoff, W.R., Grapov, D., Fahrmann, J.F., DeFelice, B., Rom, W.N., Pass, H.I., Kim, K., Nguyen, U.T., Taylor, S.L., Gandara, D.R., et al.(2015). Metabolomic markers of altered nucleotide metabolism in early stage adenocarcinoma . Cancer Prevention Research. 8. (5). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 410-418.

Liesenfeld, D.B., Grapov, D., Fahrmann, J.F., Salou, M., Scherer, D., Toth, R., Habermann, N., Böhm, J., Schrotz-King, P., Gigic, B., et al.(2015). Metabolomics and transcriptomics identify pathway differences between visceral and subcutaneous adipose tissue in colorectal cancer patients: The ColoCare study . American Journal of Clinical Nutrition. 102. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 433-443.

Fahrmann, J., Grapov, D., Yang, J., Hammock, B., Fiehn, O., Bell, G.I., Hara, M.(2015). Systemic alterations in the metabolome of diabetic NOD mice delineate increased oxidative stress accompanied by reduced inflammation and hypertriglyceremia . American Journal of Physiology - Endocrinology and Metabolism. 308. (11). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString E978-E989.

Grapov, D., Lemay, D.G., Weber, D., Phinney, B.S., Azulay Chertok, I.R., Gho, D.S., German, J.B., Smilowitz, J.T.(2015). The human colostrum whey proteome is altered in gestational diabetes mellitus . Journal of Proteome Research. 14. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 512-520.

Schuster, G.U., Bratt, J.M., Jiang, X., Pedersen, T.L., Grapov, D., Adkins, Y., Kelley, D.S., Newman, J.W., Kenyon, N.J., Stephensen, C.B.(2014). Dietary long-chain omega-3 fatty acids do not diminish eosinophilic pulmonary inflammation in mice . American Journal of Respiratory Cell and Molecular Biology. 50. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 626-636.

Snowden, S.G., Grapov, D., Settergren, M., D'Alexandri, F.L., Haeggström, J.Z., Fiehn, O., Hyötyläinen, T., Pedersen, T.L., Newman, J.W., Orešič, M., et al.(2014). High-dose simvastatin exhibits enhanced lipid-lowering effects relative to simvastatin/ezetimibe combination therapy . Circulation: Cardiovascular Genetics. 7. (6). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 955-964.

Noto, A., Fanos, V., Barberini, L., Grapov, D., Fattuoni, C., Zaffanello, M., Casanova, A., Fenu, G., De Giacomo, A., De Angelis, M., et al.(2014). The urinary metabolomics profile of an Italian autistic children population and their unaffected siblings . Journal of Maternal-Fetal and Neonatal Medicine. 27. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 46-52.

Armstrong, A.W., Wu, J., Johnson, M.A., Grapov, D., Azizi, B., Dhillon, J., Fiehn, O.(2014). Metabolomics in psoriatic disease: Pilot study reveals metabolite differences in psoriasis and psoriatic arthritis . F1000Research. 3.

He, Y., Hogrefe, C.E., Grapov, D., Palazoglu, M., Fiehn, O., Turck, C.W., Golub, M.S.(2014). Identifying individual differences of fluoxetine response in juvenile rhesus monkeys by metabolite profiling . Translational Psychiatry. 4. (11).

Barberini, L., Noto, A., Fattuoni, C., Grapov, D., Casanova, A., Fenu, G., Gaviano, M., Carboni, R., Ottonello, G., Crisafulli, M., et al.(2014). Urinary metabolomics (GC-MS) reveals that low and high birth weight infants share elevated inositol concentrations at birth . Journal of Maternal-Fetal and Neonatal Medicine. 27. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 20-26.

Campbell, C., Grapov, D., Fiehn, O., Chandler, C.J., Burnett, D.J., Souza, E.C., Casazza, G.A., Gustafson, M.B., Keim, N.L., Newman, J.W., et al.(2014). Improved metabolic health alters host metabolism in parallel with changes in systemic xeno-metabolites of gut origin . PLoS ONE. 9. (1).

Smilowitz, J.T., Totten, S.M., Huang, J., Grapov, D., Durham, H.V., Lammi-Keefe, C.J., Lebrilla, C., German, J.B.(2013). Human milk secretory immunoglobulin A and lactoferrin N-glycans are altered in women with gestational diabetes mellitus . Journal of Nutrition. 143. (12). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1906-1912.

Grapov, D., Adams, S.H., Pedersen, T.L., Garvey, W.T., Newman, J.W.(2012). Type 2 Diabetes Associated Changes in the Plasma Non-Esterified Fatty Acids, Oxylipins and Endocannabinoids . PLoS ONE. 7. (11).

Grapov, D., Newman, J.W.(2012). imDEV: A graphical user interface to R multivariate analysis tools in Microsoft Excel . Bioinformatics. 28. (17). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2288-2290.

Lokvam, J., Clausen, T.P., Grapov, D., Coley, P.D., Kursar, T.A.(2007). Galloyl depsides of tyrosine from young leaves of Inga laurina . Journal of Natural Products. 70. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 134-136.