Article Multiomics and digital monitoring during lifestyle changes reveal independent dimensions of human biology and health

Francesco Marabita; Tojo James; Anu Karhu; Heidi Virtanen; Kaisa Kettunen; Hans Stenlund; Fredrik Boulund; Cecilia Hellstrom; Maja Neiman; Robert Mills; Teemu Perheentupa; Hannele Laivuori; Pyry Helkkula; Myles Byrne; Ilkka Jokinen; Harri Honko; Antti Kallonen; Miikka Ermes; Heidi Simila; Mikko Lindholm; Elisabeth Widen; Samuli Ripatti; Maritta Perala-Heape; Lars Engstrand; Peter Nilsson; Thomas Moritz; Timo Miettinen; Riitta Sallinen; Olli Kallioniemi

doi:10.1016/j.cels.2021.11.001

Article Multiomics and digital monitoring during lifestyle changes reveal independent dimensions of human biology and health

Francesco Marabita, Tojo James, Anu Karhu, Heidi Virtanen, Kaisa Kettunen, Hans Stenlund, Fredrik Boulund, Cecilia Hellstrom, Maja Neiman, Robert Mills, Teemu Perheentupa, Hannele Laivuori, Pyry Helkkula, Myles Byrne, Ilkka Jokinen, Harri Honko, Antti Kallonen, Miikka Ermes, Heidi Simila, Mikko LindholmElisabeth Widen, Samuli Ripatti, Maritta Perala-Heape, Lars Engstrand, Peter Nilsson, Thomas Moritz, Timo Miettinen, Riitta Sallinen, Olli Kallioniemi

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

Original language	English
Journal	Cell Systems
Volume	13
Issue number	3
Pages (from-to)	241-+
Number of pages	23
ISSN	2405-4712
DOIs	https://doi.org/10.1016/j.cels.2021.11.001
Publication status	Published - 16 Mar 2022
MoE publication type	A1 Journal article-refereed

Fields of Science

1182 Biochemistry, cell and molecular biology
Adipose-tissue
Salivary cortisol
Binding protein
R-package
Fetuin-b
Obesity
Omics
Biomarker
Hormone
Markers

Access to Document

10.1016/j.cels.2021.11.001

Cite this

Marabita, F., James, T., Karhu, A., Virtanen, H., Kettunen, K., Stenlund, H., Boulund, F., Hellstrom, C., Neiman, M., Mills, R., Perheentupa, T., Laivuori, H., Helkkula, P., Byrne, M., Jokinen, I., Honko, H., Kallonen, A., Ermes, M., Simila, H., ... Kallioniemi, O. (2022). Article Multiomics and digital monitoring during lifestyle changes reveal independent dimensions of human biology and health. Cell Systems, 13(3), 241-+. https://doi.org/10.1016/j.cels.2021.11.001

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title = "Article Multiomics and digital monitoring during lifestyle changes reveal independent dimensions of human biology and health",

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author = "Francesco Marabita and Tojo James and Anu Karhu and Heidi Virtanen and Kaisa Kettunen and Hans Stenlund and Fredrik Boulund and Cecilia Hellstrom and Maja Neiman and Robert Mills and Teemu Perheentupa and Hannele Laivuori and Pyry Helkkula and Myles Byrne and Ilkka Jokinen and Harri Honko and Antti Kallonen and Miikka Ermes and Heidi Simila and Mikko Lindholm and Elisabeth Widen and Samuli Ripatti and Maritta Perala-Heape and Lars Engstrand and Peter Nilsson and Thomas Moritz and Timo Miettinen and Riitta Sallinen and Olli Kallioniemi",

year = "2022",

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doi = "10.1016/j.cels.2021.11.001",

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Marabita, F, James, T, Karhu, A, Virtanen, H, Kettunen, K, Stenlund, H, Boulund, F, Hellstrom, C, Neiman, M, Mills, R, Perheentupa, T, Laivuori, H , Helkkula, P, Byrne, M, Jokinen, I, Honko, H, Kallonen, A, Ermes, M, Simila, H, Lindholm, M, Widen, E , Ripatti, S, Perala-Heape, M, Engstrand, L, Nilsson, P, Moritz, T, Miettinen, T , Sallinen, R & Kallioniemi, O 2022, 'Article Multiomics and digital monitoring during lifestyle changes reveal independent dimensions of human biology and health', Cell Systems, vol. 13, no. 3, pp. 241-+. https://doi.org/10.1016/j.cels.2021.11.001

TY - JOUR

T1 - Article Multiomics and digital monitoring during lifestyle changes reveal independent dimensions of human biology and health

AU - Marabita, Francesco

AU - James, Tojo

AU - Karhu, Anu

AU - Virtanen, Heidi

AU - Kettunen, Kaisa

AU - Stenlund, Hans

AU - Boulund, Fredrik

AU - Hellstrom, Cecilia

AU - Neiman, Maja

AU - Mills, Robert

AU - Perheentupa, Teemu

AU - Laivuori, Hannele

AU - Helkkula, Pyry

AU - Byrne, Myles

AU - Jokinen, Ilkka

AU - Honko, Harri

AU - Kallonen, Antti

AU - Ermes, Miikka

AU - Simila, Heidi

AU - Lindholm, Mikko

AU - Widen, Elisabeth

AU - Ripatti, Samuli

AU - Perala-Heape, Maritta

AU - Engstrand, Lars

AU - Nilsson, Peter

AU - Moritz, Thomas

AU - Miettinen, Timo

AU - Sallinen, Riitta

AU - Kallioniemi, Olli

PY - 2022/3/16

Y1 - 2022/3/16

KW - 1182 Biochemistry, cell and molecular biology

KW - Adipose-tissue

KW - Salivary cortisol

KW - Binding protein

KW - R-package

KW - Fetuin-b

KW - Obesity

KW - Omics

KW - Biomarker

KW - Hormone

KW - Markers

U2 - 10.1016/j.cels.2021.11.001

DO - 10.1016/j.cels.2021.11.001

M3 - Article

VL - 13

SP - 241-+

JO - Cell Systems

JF - Cell Systems

SN - 2405-4712

IS - 3

ER -