Assessing multivariate gene-metabolome associations with rare variants using Bayesian reduced rank regression

Pekka Marttinen; Matti Pirinen; Antti-Pekka Sarin; Jussi Gillberg; Johannes Kettunen; Ida Surakka; Antti J. Kangas; Pasi Soininen; Paul O'Reilly; Marika Kaakinen; Mika Kahonen; Terho Lehtimaki; Mika Ala-Korpela; Olli T. Raitakari; Veikko Salomaa; Marjo-Riitta Jarvelin; Samuli Ripatti; Samuel Kaski

doi:10.1093/bioinformatics/btu140

Assessing multivariate gene-metabolome associations with rare variants using Bayesian reduced rank regression

Pekka Marttinen, Matti Pirinen, Antti-Pekka Sarin, Jussi Gillberg, Johannes Kettunen, Ida Surakka, Antti J. Kangas, Pasi Soininen, Paul O'Reilly, Marika Kaakinen, Mika Kahonen, Terho Lehtimaki, Mika Ala-Korpela, Olli T. Raitakari, Veikko Salomaa, Marjo-Riitta Jarvelin, Samuli Ripatti, Samuel Kaski

Research output: Contribution to journal › Article › Scientific › peer-review

Translated title of the contribution	Assessing multivariate gene-metabolome associations with rare variants using Bayesian reduced rank regression
Original language	English
Journal	Bioinformatics
Volume	30
Issue number	14
Pages (from-to)	2026-2034
Number of pages	9
ISSN	1367-4803
DOIs	https://doi.org/10.1093/bioinformatics/btu140
Publication status	Published - 15 Jul 2014
MoE publication type	A1 Journal article-refereed

Fields of Science

113 Computer and information sciences
3111 Biomedicine

Access to Document

10.1093/bioinformatics/btu140

Cite this

Marttinen, P., Pirinen, M., Sarin, A-P., Gillberg, J., Kettunen, J., Surakka, I., Kangas, A. J., Soininen, P., O'Reilly, P., Kaakinen, M., Kahonen, M., Lehtimaki, T., Ala-Korpela, M., Raitakari, O. T., Salomaa, V., Jarvelin, M-R., Ripatti, S., & Kaski, S. (2014). Assessing multivariate gene-metabolome associations with rare variants using Bayesian reduced rank regression. Bioinformatics, 30(14), 2026-2034. https://doi.org/10.1093/bioinformatics/btu140

Marttinen, Pekka ; Pirinen, Matti ; Sarin, Antti-Pekka ; Gillberg, Jussi ; Kettunen, Johannes ; Surakka, Ida ; Kangas, Antti J. ; Soininen, Pasi ; O'Reilly, Paul ; Kaakinen, Marika ; Kahonen, Mika ; Lehtimaki, Terho ; Ala-Korpela, Mika ; Raitakari, Olli T. ; Salomaa, Veikko ; Jarvelin, Marjo-Riitta ; Ripatti, Samuli ; Kaski, Samuel. / Assessing multivariate gene-metabolome associations with rare variants using Bayesian reduced rank regression. In: Bioinformatics. 2014 ; Vol. 30, No. 14. pp. 2026-2034.

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title = "Assessing multivariate gene-metabolome associations with rare variants using Bayesian reduced rank regression",

keywords = "113 Computer and information sciences, 3111 Biomedicine",

author = "Pekka Marttinen and Matti Pirinen and Antti-Pekka Sarin and Jussi Gillberg and Johannes Kettunen and Ida Surakka and Kangas, {Antti J.} and Pasi Soininen and Paul O'Reilly and Marika Kaakinen and Mika Kahonen and Terho Lehtimaki and Mika Ala-Korpela and Raitakari, {Olli T.} and Veikko Salomaa and Marjo-Riitta Jarvelin and Samuli Ripatti and Samuel Kaski",

year = "2014",

month = jul,

day = "15",

doi = "10.1093/bioinformatics/btu140",

language = "English",

volume = "30",

pages = "2026--2034",

journal = "Bioinformatics",

issn = "1367-4803",

publisher = "Oxford University Press",

number = "14",

}

Marttinen, P, Pirinen, M, Sarin, A-P, Gillberg, J, Kettunen, J, Surakka, I, Kangas, AJ, Soininen, P, O'Reilly, P, Kaakinen, M, Kahonen, M, Lehtimaki, T, Ala-Korpela, M, Raitakari, OT, Salomaa, V, Jarvelin, M-R, Ripatti, S & Kaski, S 2014, 'Assessing multivariate gene-metabolome associations with rare variants using Bayesian reduced rank regression', Bioinformatics, vol. 30, no. 14, pp. 2026-2034. https://doi.org/10.1093/bioinformatics/btu140

Assessing multivariate gene-metabolome associations with rare variants using Bayesian reduced rank regression. / Marttinen, Pekka; Pirinen, Matti; Sarin, Antti-Pekka; Gillberg, Jussi; Kettunen, Johannes; Surakka, Ida; Kangas, Antti J.; Soininen, Pasi; O'Reilly, Paul; Kaakinen, Marika; Kahonen, Mika; Lehtimaki, Terho; Ala-Korpela, Mika; Raitakari, Olli T.; Salomaa, Veikko; Jarvelin, Marjo-Riitta; Ripatti, Samuli ; Kaski, Samuel.

In: Bioinformatics, Vol. 30, No. 14, 15.07.2014, p. 2026-2034.

Research output: Contribution to journal › Article › Scientific › peer-review

TY - JOUR

T1 - Assessing multivariate gene-metabolome associations with rare variants using Bayesian reduced rank regression

AU - Marttinen, Pekka

AU - Pirinen, Matti

AU - Sarin, Antti-Pekka

AU - Gillberg, Jussi

AU - Kettunen, Johannes

AU - Surakka, Ida

AU - Kangas, Antti J.

AU - Soininen, Pasi

AU - O'Reilly, Paul

AU - Kaakinen, Marika

AU - Kahonen, Mika

AU - Lehtimaki, Terho

AU - Ala-Korpela, Mika

AU - Raitakari, Olli T.

AU - Salomaa, Veikko

AU - Jarvelin, Marjo-Riitta

AU - Ripatti, Samuli

AU - Kaski, Samuel

PY - 2014/7/15

Y1 - 2014/7/15

KW - 113 Computer and information sciences

KW - 3111 Biomedicine

U2 - 10.1093/bioinformatics/btu140

DO - 10.1093/bioinformatics/btu140

M3 - Article

VL - 30

SP - 2026

EP - 2034

JO - Bioinformatics

JF - Bioinformatics

SN - 1367-4803

IS - 14

ER -