Computational Drug Discovery and Design

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  1. In general, subgroup analysis could be done on any character-
    istics of included studies to detect whether the study character-
    istics could explain the heterogeneities.


References



  1. Koricheva J, Gurevitch J (2013) Place of meta-
    analysis among other methods of research syn-
    thesis. In: Koricheva J, Gurevitch J, Mengersen
    K (eds) Handbook of meta-analysis in ecology
    and evolution. Princeton University Press

  2. Borenstein M, Hedges LV, Higgins JPT, Roth-
    stein HR (2009) Introduction to meta-
    analysis. John Wiley & Sons, Ltd., Chichester.
    https://doi.org/10.1002/9780470743386

  3. Evangelou E, Ioannidis JPA (2013) Meta-
    analysis methods for genome-wide association
    studies and beyond. Nat Rev Genet
    14:379–389. https://doi.org/10.1038/
    nrg3472

  4. Levinson DF (2005) Meta-analysis in psychiatric
    genetics. Curr Psychiatry Rep 7:143–151.
    https://doi.org/10.1007/s11920-005-0012-9

  5. Borenstein M (2009) Effect sizes for continu-
    ous data. In: Cooper H, Hedges LV, Valentine
    JC (eds) The handbook of research synthesis
    and meta-analysis. Russell Sage Foundation

  6. Tseng GC, Ghosh D, Feingold E (2012) Com-
    prehensive literature review and statistical con-
    siderations for microarray meta-analysis.
    Nucleic Acids Res 40:3785–3799. https://
    doi.org/10.1093/nar/gkr1265

  7. Zhu H, Leung SW (2015) Identification of
    microRNA biomarkers in type 2 diabetes: a
    meta-analysis of controlled profiling studies.
    Diabetologia 58:900–911. https://doi.org/
    10.1007/s00125-015-3510-2

  8. Moher D, Liberati A, Tetzlaff J et al (2009)
    Preferred reporting items for systematic
    reviews and meta-analyses: the PRISMA state-
    ment (reprinted from annals of internal medi-
    cine). Phys Ther 89:873–880. https://doi.
    org/10.1371/journal.pmed.1000097

  9. Minimum information about a microarray
    experiment – MIAME. http://www.mged.
    org/Workgroups/MIAME/miame_2.0.html

  10. Kahn SE (2001) Clinical review 135: the
    importance of beta-cell failure in the develop-
    ment and progression of type 2 diabetes. J Clin
    Endocrinol Metab 86:4047–4058

  11. Karolina DS, Armugam A, Sepramaniam S,
    Jeyaseelan K (2012) MiRNAs and diabetes
    mellitus. Expert Rev Endocrinol Metab
    7:281–300. https://doi.org/10.1586/eem.
    12.21

  12. Winer N, Sowers JR (2004) Epidemiology of
    diabetes. J Clin Pharmacol 44:397–405.
    https://doi.org/10.1177/
    0091270004263017

  13. International Diabetes Federation (IDF)
    (2015) IDF Diabetes Atlas, 7th edn.idf.org.
    doi:https://doi.org/10.1289/image.ehp.
    v119.i03

  14. Shantikumar S, Caporali A, Emanueli C (2012)
    Role of microRNAs in diabetes and its cardio-
    vascular complications. Cardiovasc Res
    93:583–593. https://doi.org/10.1093/cvr/
    cvr300

  15. Rodriguez A, Griffiths-Jones S, Ashurst JL,
    Bradley A (2004) Identification of mammalian
    microRNA host genes and transcription units.
    Genome Res 14(10):1902.https://doi.org/
    10.1101/gr.2722704

  16. Lee Y, Kim M, Han J et al (2004) MicroRNA
    genes are transcribed by RNA polymerase
    II. EMBO J 23:4051–4060.https://doi.org/
    10.1038/sj.emboj.7600385

  17. He L, Hannon GJ (2004) MicroRNAs: small
    RNAs with a big role in gene regulation. Nat
    Rev Genet 5:522–531. https://doi.org/10.
    1038/nrg1379

  18. Bartel DP (2004) MicroRNAs: genomics, bio-
    genesis, mechanism, and function. Cell
    116:281–297. https://doi.org/10.1016/
    S0092-8674(04)00045-5

  19. Arroyo JD, Chevillet JR, Kroh EM et al (2011)
    Argonaute2 complexes carry a population of
    circulating microRNAs independent of vesicles
    in human plasma. Proc Natl Acad Sci U S A
    108:5003–5008. https://doi.org/10.1073/
    pnas.1019055108

  20. Vickers KC, Palmisano BT, Shoucri BM et al
    (2011) MicroRNAs are transported in plasma
    and delivered to recipient cells by high-density
    lipoproteins. Nat Cell Biol 13:423–433.
    https://doi.org/10.1038/ncb2210

  21. Gibbings DJ, Ciaudo C, Erhardt M, Voinnet O
    (2009) Multivesicular bodies associate with
    components of miRNA effector complexes
    and modulate miRNA activity. Nat Cell Biol
    11:1143–1149. https://doi.org/10.1038/
    ncb1929

  22. Sua ́rez Y, Sessa WC (2009) MicroRNAs as
    novel regulators of angiogenesis. Circ Res


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