Miina Ollikainen

Publications

Research output per year 2002 2019 2021 2022 2024 2025

• 81 Article
• 3 Chapter
• 3 Review Article
• 1 Doctoral Thesis

Research output per year

Research output per year

Search results

• 2025

  Glycemic control in women with GDM: insights from a randomized controlled pilot trial on plant-based Nordic healthy diet versus moderately carbohydrate restricted diet

  Markussen, L. T., Kivelä, J., Lindstrom, J., Ollikainen, M., Kytö, M., Heinonen, S., Koivusalo, S. & Meinilä, J., 16 Jan 2025, In: BMC Nutrition. 11, 1, 17 p., 12.

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

  Open Access

  File

• Insights from a methylome-wide association study of antidepressant exposure

  Davyson, E., Shen, X., Huider, F., Adams, M. J., Borges, K., McCartney, D. L., Barker, L. F., van Dongen, J., Boomsma, D. I., Weihs, A., Grabe, H. J., Kühn, L., Teumer, A., Völzke, H., Zhu, T., Kaprio, J., Ollikainen, M., David, F. S., Meinert, S. & Stein, F. & 22 others, Forstner, A. J., Dannlowski, U., Kircher, T., Tapuc, A., Czamara, D., Binder, E. B., Brückl, T., Kwong, A. S. F., Yousefi, P., Wong, C. C. Y., Arseneault, L., Fisher, H. L., Mill, J., Cox, S. R., Redmond, P., Russ, T. C., van den Oord, E. J. C. G., Aberg, K. A., Penninx, B. W. J. H., Marioni, R. E., Wray, N. R. & McIntosh, A. M., 24 Feb 2025, In: Nature Communications. 16, 1, 15 p., 1908.

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

  Open Access

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• Suboptimal dietary patterns are associated with accelerated biological aging in young adulthood: A study with twins

  Ravi, S., Kankaanpää, A., Bogl, L. H., Heikkinen, A., Pietiläinen, K. H., Kaprio, J., Ollikainen, M. & Sillanpää, E., Feb 2025, In: Clinical Nutrition. 45, p. 10-21 12 p.

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

  Open Access

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• The associations of long-term physical activity in adulthood with later biological ageing and all-cause mortality - a prospective twin study

  Kankaanpää, A., Tolvanen, A., Joensuu, L., Waller, K., Heikkinen, A., Kaprio, J., Ollikainen, M. & Sillanpää, E., Jan 2025, In: European Journal of Epidemiology. 40, 1, p. 107-122 16 p.

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

  Open Access

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• 2024

  A Bivariate Twin Study of Lifetime cannabis Initiation and Lifetime Regular Tobacco Smoking Across Three Different Countries

  Zellers, S., van Dongen, J., Maes, H. H. M., Ollikainen, M., Fang, F., Vrieze, S., Kaprio, J. & Boomsma, D. I., 2024, In: Behavior Genetics. 54, 5, p. 375–385 11 p.

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

  Open Access

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• Enhanced resolution profiling in twins reveals differential methylation signatures of type 2 diabetes with links to its complications

  Christiansen, C., Potier, L., Martin, T. C., Villicaña, S., Castillo-Fernandez, J. E., Mangino, M., Menni, C., Tsai, P. C., Campbell, P. J., Mullin, S., Ordoñana, J. R., Monteagudo, O., Sachdev, P. S., Mather, K. A., Trollor, J. N., Pietilainen, K. H., Ollikainen, M., Dalgård, C., Kyvik, K. & Christensen, K. & 9 others, van Dongen, J., Willemsen, G., Boomsma, D. I., Magnusson, P. K. E., Pedersen, N. L., Wilson, S. G., Grundberg, E., Spector, T. D. & Bell, J. T., May 2024, In: EBioMedicine. 103, 18 p., 105096.

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

  Open Access

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• Exercise is associated with younger methylome and transcriptome profiles in human skeletal muscle

  Voisin, S., Seale, K., Jacques, M., Landen, S., Harvey, N. R., Haupt, L. M., Griffiths, L. R., Ashton, K. J., Coffey, V. G., Thompson, J.-L. M., Doering, T. M., Lindholm, M. E., Walsh, C., Davison, G., Irwin, R., McBride, C., Hansson, O., Asplund, O., Heikkinen, A. E. & Piirilä, P. & 7 others, Pietiläinen, K. H., Ollikainen, M., Blocquiaux, S., Thomis, M., Dawn, C. K., Sharples, A. P. & Eynon, N., Jan 2024, In: Aging Cell. 23, 1, 15 p., e13859.

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

  Open Access

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• Exploring machine learning strategies for predicting cardiovascular disease risk factors from multi-omic data

  Drouard, G., Mykkänen, J., Heiskanen, J., Pohjonen, J., Ruohonen, S., Pahkala, K., Lehtimäki, T., Wang, X., Ollikainen, M., Ripatti, S., Pirinen, M., Raitakari, O. & Kaprio, J., 2 May 2024, In: BMC Medical Informatics and Decision Making. 24, 1, 18 p., 116.

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

  Open Access

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• Lifestyle differences between co-twins are associated with decreased similarity in their internal and external exposome profiles

  Drouard, G., Wang, Z., Heikkinen, A., Foraster, M., Julvez, J., Kanninen, K. M., van Kamp, I., Pirinen, M., Ollikainen, M. & Kaprio, J., 11 Sept 2024, In: Scientific Reports. 14, 1, 12 p., 21261.

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

  Open Access

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• Metabolic syndrome and epigenetic aging: a twin study

  Föhr, T., Hendrix, A., Kankaanpää, A., Laakkonen, E. K., Kujala, U., Pietiläinen, K. H., Lehtimaki, T., Kähönen, M., Raitakari, O., Wang, X., Kaprio, J., Ollikainen, M. & Sillanpää, E., 2024, In: International Journal of Obesity. 48, p. 778–787 10 p.

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

  Open Access

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• Pre-diagnosis blood DNA methylation profiling of twin pairs discordant for breast cancer points to the importance of environmental risk factors

  Bode, H. F., He, L., Hjelmborg, J. V. B., Kaprio, J. & Ollikainen, M., 18 Nov 2024, In: Clinical epigenetics. 16, 1, 14 p., 160.

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

  Open Access

• Transcriptomic and Metabolomic Analyses in Monozygotic and Dizygotic Twins

  Hubers, N., Drouard, G., Jansen, R., Pool, R., Hottenga, J. J., Ollikainen, M., Wang, X., Willemsen, G., Kaprio, J., Boomsma, D. I. & van Dongen, J., 2024, In: American Journal of Medical Genetics. Part A. 12 p., e63971.

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

  Open Access

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• TWINGEN: Protocol for an observational clinical biobank recall and biomarker cohort study to identify Finnish individuals with high risk of Alzheimer's disease

  FinnGen, Vuoksimaa, E., Saari, T. T., Aaltonen, A., Aaltonen, S., Herukka, S.-K., Iso-Markku, P., Kokkola, T., Kyttälä, A., Kärkkäinen, S., Liedes, H., Ollikainen, M., Palviainen, T., Ruotsalainen, I., Toivola, A., Urjansson, M., Vasankari, T., Vähä-Ypyä, H., Forsberg, M. M. & Hiltunen, M. & 14 others, Jalanko, A., Kälviäinen, R., Kuopio, T., Lähteenmäki, J., Nyberg, P., Männikkö, M., Serpi, R., Siltanen, S., Palotie, A., Kaprio, J., Runz, H., Julkunen, V., Hovatta, I. & Mäkitie, A., 12 Jun 2024, In: BMJ Open. 14, 6, 14 p., e081947.

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

  Open Access

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• 2023

  DNA methylation sites in early adulthood characterised by pubertal timing and development: a twin study

  Sehovic, E., Zellers, S. M., Youssef, M. K., Heikkinen, A., Kaprio, J. & Ollikainen, M., Dec 2023, In: Clinical epigenetics. 15, 1, 17 p., 181.

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

  Open Access

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• Mortality Associations With DNA Methylation-Based Biological Aging and Physical Functioning Measures Across a 20-Year Follow-up Period

  Föhr, T., Waller, K., Viljanen, A., Rantanen, T., Kaprio, J., Ollikainen, M. & Sillanpää, E., 2 Aug 2023, In: Journals of Gerontology. Series A: Biological Sciences and Medical Sciences. 78, 8, p. 1489–1496 8 p.

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

  Open Access

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• Nicotinamide riboside improves muscle mitochondrial biogenesis, satellite cell differentiation, and gut microbiota in a twin study

  Lapatto, H. A. K., Kuusela, M., Heikkinen, A., Muniandy, M., van der Kolk, B. W., Gopalakrishnan, S., Pöllänen, N., Sandvik, M., Schmidt, M. S., Heinonen, S., Saari, S., Kuula, J., Hakkarainen, A., Tampio, J., Saarinen, T., Taskinen, M.-R., Lundbom, N., Groop, P.-H., Tiirola, M. & Katajisto, P. & 7 others, Lehtonen, M., Brenner, C., Kaprio, J., Pekkala, S., Ollikainen, M., Pietiläinen, K. H. & Pirinen, E., 13 Jan 2023, In: Science Advances. 9, 2, 24 p., eadd5163.

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

  Open Access

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• The association between night shift work and breast cancer risk in the Finnish twins cohort

  Schernhammer, E., Bogl, L., Hublin, C., Strohmaier, S., Zebrowska, M., Erber, A., Haghayegh, S., Papantoniou, K., Ollikainen, M. & Kaprio, J., May 2023, In: European Journal of Epidemiology. 38, 5, p. 533-543 11 p.

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

  Open Access

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• Trans-ancestry epigenome-wide association meta-analysis of DNA methylation with lifetime cannabis use

  Fang, F., Quach, B., Lawrence, K. G., van Dongen, J., Marks, J. A., Lundgren, S., Lin, M., Odintsova, V. V., Costeira, R., Xu, Z., Zhou, L., Mandal, M., Xia, Y., Vink, J. M., Bierut, L. J., Ollikainen, M., Taylor, J. A., Bell, J. T., Kaprio, J. & Boomsma, D. I. & 4 others, Xu, K., Sandler, D. P., Hancock, D. B. & Johnson, E. O., Nov 2023, In: Molecular Psychiatry. 10 p.

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

  Open Access

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• 2022

  BMI is positively associated with accelerated epigenetic aging in twin pairs discordant for body mass index

  Lundgren, S., Kuitunen, S., Pietiläinen, K. H., Hurme, M., Kähönen, M., Männistö, S., Perola, M., Lehtimäki, T., Raitakari, O., Kaprio, J. & Ollikainen, M., Oct 2022, In: Journal of Internal Medicine. 292, 4, p. 627-640 14 p.

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

  Open Access

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• Chromatin modifier developmental pluripotency associated factor 4 (DPPA4) is a candidate gene for alcohol-induced developmental disorders

  Auvinen, P., Vehviläinen, J., Marjonen, H., Modhukur, V., Sokka, J., Wallén, E., Rämö, K., Ahola, L., Salumets, A., Otonkoski, T., Skottman, H., Ollikainen, M., Trokovic, R., Kahila, H. & Kaminen-Ahola, N., 30 Dec 2022, In: BMC Medicine. 20, 1, 495.

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

  Open Access

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• Differences in DNA Methylation-Based Age Prediction Within Twin Pairs Discordant for Cancer

  Bode, H. F., Heikkinen, A., Lundgren, S., Kaprio, J. & Ollikainen, M., Oct 2022, In: Twin Research and Human Genetics. 25, p. 171-179 9 p., 1832427422000329.

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

  Open Access

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• Do Epigenetic Clocks Provide Explanations for Sex Differences in Life Span? A Cross-Sectional Twin Study

  Kankaanpää, A., Tolvanen, A., Saikkonen, P., Heikkinen, A., Laakkonen, E. K., Kaprio, J., Ollikainen, M. & Sillanpää, E., 2022, In: Journals of Gerontology. Series A: Biological Sciences and Medical Sciences. 77, 9, p. 1898–1906 9 p.

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

  Open Access

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• Epigenetics

  Heikkinen, A., Lundgren, S. & Ollikainen, M., 1 Jan 2022, Twin Research for Everyone: From Biology to Health, Epigenetics, and Psychology. Elsevier, p. 585-616 32 p.

  Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review

• Methylation status of VTRNA2-1/nc886 is stable across populations, monozygotic twin pairs and in majority of tissues

  Marttila, S., Tamminen, H., Rajic, S., Mishra, P. P., Lehtimaki, T., Raitakari, O., Kähönen, M., Kananen, L., Jylhävä, J., Hägg, S., Delerue, T., Peters, A., Waldenberger, M., Kleber, M. E., Marz, W., Luoto, R., Raitanen, J., Sillanpaa, E., Laakkonen, E. K. & Heikkinen, A. & 2 others, Ollikainen, M. & Raitoharju, E., Sept 2022, In: Epigenomics. 14, 18, p. 1105-1124 20 p.

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

  Open Access

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• Modeling dependency structures in 450k DNA methylation data

  Nustad, H. E., Steinsland, I., Ollikainen, M., Cazaly, E., Kaprio, J., Benjamini, Y., Gervin, K. & Lyle, R., 15 Feb 2022, In: Bioinformatics. 38, 4, p. 885-891 7 p.

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

  Open Access

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• Multi-Omics Integration in a Twin Cohort and Predictive Modeling of Blood Pressure Values

  Drouard, G., Ollikainen, M., Mykkänen, J., Raitakari, O., Lehtimäki, T., Kähönen, M., Mishra, P. P., Wang, X. & Kaprio, J., 1 Mar 2022, In: OMICS: A Journal of Integrative Biology. 26, 3, p. 130-141 12 p.

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

  Open Access

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• The Association Between Epigenetic Clocks and Physical Functioning in Older Women: A 3-Year Follow-up

  Föhr, T., Törmäkangas, T., Lankila, H., Viljanen, A., Rantanen, T., Ollikainen, M., Kaprio, J. & Sillanpää, E., Aug 2022, In: Journals of Gerontology. Series A: Biological Sciences and Medical Sciences. 77, 8, p. 1569–1576 8 p.

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

  Open Access

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• The potential of DNA methylation as a biomarker for obesity and smoking

  Heikkinen, A., Bollepalli, S. & Ollikainen, M., Sept 2022, In: Journal of Internal Medicine. 292, 3, p. 390-408 19 p.

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

  Open Access

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• The role of adolescent lifestyle habits in biological aging: A prospective twin study

  Kankaanpää, A., Tolvanen, A., Heikkinen, A., Kaprio, J., Ollikainen, M. & Sillanpää, E., 8 Nov 2022, In: eLife. 11, 25 p., e80729.

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

  Open Access

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• 2021

  Associations of Alcohol Consumption With Epigenome-Wide DNA Methylation and Epigenetic Age Acceleration: Individual-Level and Co-twin Comparison Analyses

  Stephenson, M., Bollepalli, S., Cazaly, E., Salvatore, J. E., Barr, P., Rose, R. J., Dick, D., Kaprio, J. & Ollikainen, M., Feb 2021, In: Alcoholism: Clinical and Experimental Research. 45, 2, p. 318-328 11 p.

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

  Open Access

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• Blood and skeletal muscle ageing determined by epigenetic clocks and their associations with physical activity and functioning

  Sillanpää, E., Heikkinen, A., Kankaanpää, A., Paavilainen, A., Kujala, U. M., Tammelin, T. H., Kovanen, V., Sipilä, S., Pietiläinen, K. H., Kaprio, J., Ollikainen, M. & Laakkonen, E. K., 17 May 2021, In: Clinical epigenetics. 13, 1, 15 p., 110.

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

  Open Access

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• DNA methylation signatures of aggression and closely related constructs: A meta-analysis of epigenome-wide studies across the lifespan

  BIOS Consortium, van Dongen, J., Hagenbeek, F. A., Suderman, M., Ismail, K., Lahti, J., Korhonen, T., Vuoksimaa, E., Hakulinen, C., Keltikangas-Jarvinen, L., Strandberg, T., Kaprio, J. & Ollikainen, M., Jun 2021, In: Molecular Psychiatry. 26, 6, p. 2148-2162 15 p.

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

  Open Access

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• Does the epigenetic clock GrimAge predict mortality independent of genetic influences: an 18 year follow-up study in older female twin pairs

  Föhr, T., Waller, K., Viljanen, A., Sanchez, R., Ollikainen, M., Rantanen, T., Kaprio, J. & Sillanpää, E., Dec 2021, In: Clinical epigenetics. 13, 1, 9 p., 128.

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

  Open Access

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• Genetic meta-analysis of twin birth weight shows high genetic correlation with singleton birth weight

  Beck, J. J., Pool, R., van de Weijer, M., Chen, X., Krapohl, E., Gordon, S. D., Nygaard, M., Debrabant, B., Palviainen, T., van der Zee, M. D., Baselmans, B., Finnicum, C. T., Yi, L., Lundstrom, S., van Beijsterveldt, T., Christiansen, L., Heikkilä, K., Kittelsrud, J., Loukola, A. & Ollikainen, M. & 14 others, Christensen, K., Martin, N. G., Plomin, R., Nivard, M., Bartels, M., Dolan, C., Willemsen, G., de Geus, E., Almqvist, C., Magnusson, P. K. E., Mbarek, H., Ehli, E. A., Boomsma, D. & Hottenga, J.-J., 1 Oct 2021, In: Human Molecular Genetics. 30, 19, p. 1894-1905 12 p.

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

  Open Access

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• Genome-wide association studies identify 137 genetic loci for DNA methylation biomarkers of aging

  Genetics DNA Methylation Consort, NHLBI Trans-Omics Precision Med, McCartney, D. L., Min, J. L., Richmond, R. C., Palviainen, T., Ollikainen, M. & Kaprio, J., 29 Jun 2021, In: Genome Biology. 22, 1, 25 p., 194.

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

  Open Access

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• Genomic and phenotypic insights from an atlas of genetic effects on DNA methylation

  BIOS Consortium, Min, J. L., Hemani, G., Hannon, E., Kumar, A., Gupta, R., Bollepalli, S., Mandaviya, P., Ollikainen, M., Kaprio, J. & Lahti, J., Sept 2021, In: Nature Genetics. 53, 9, p. 1311-+ 26 p.

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

  Open Access

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• Identical twins carry a persistent epigenetic signature of early genome programming

  Genetics of DNA Methylation Consortium, BIOS Consortium, van Dongen, J., Lundgren, S., Ollikainen, M. & Kaprio, J., 28 Sept 2021, In: Nature Communications. 12, 1, 14 p., 5618.

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

  Open Access

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• Leisure-Time and Occupational Physical Activity Associates Differently with Epigenetic Aging

  Kankaanpää, A., Tolvanen, A., Bollepalli, S., Leskinen, T., Kujala, U. M., Kaprio, J., Ollikainen, M. & Sillanpää, E., Mar 2021, In: Medicine and Science in Sports and Exercise. 53, 3, p. 487-495 9 p.

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

  Open Access

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• Lymphoma-Associated Biomarkers Are Increased in Current Smokers in Twin Pairs Discordant for Smoking

  Wang, J., Conti, D., Epeldegui, M., Ollikainen, M., Tyndale, R. F., Hwang, A. E., Magpantay, L., Mack, T. M., Martinez-Maza, O., Kaprio, J. & Cozen, W., Nov 2021, In: Cancers. 13, 21, 12 p., 5395.

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

  Open Access

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• The mitochondrial protein Opa1 promotes adipocyte browning that is dependent on urea cycle metabolites

  Bean, C., Audano, M., Varanita, T., Favaretto, F., Medaglia, M., Gerdol, M., Pernas, L., Stasi, F., Giacomello, M., Herkenne, S., Muniandy, M., Heinonen, S., Cazaly, E., Ollikainen, M., Milan, G., Pallavicini, A., Pietiläinen, K. H., Vettor, R., Mitro, N. & Scorrano, L., Dec 2021, In: Nature metabolism. 3, 12, p. 1633-+ 31 p.

  Research output: Contribution to journal › Article › Scientific › peer-review
• 2020

  An integrative machine learning approach to discovering multi-level molecular mechanisms of obesity using data from monozygotic twin pairs

  Kibble, M., Khan, S. A., Ammad-ud-din, M., Bollepalli, S., Palviainen, T., Kaprio, J., Pietiläinen, K. H. & Ollikainen, M., 21 Oct 2020, In: Royal Society Open Science. 7, 10, 21 p., 200872.

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

  Open Access

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• Identification, Heritability, and Relation With Gene Expression of Novel DNA Methylation Loci for Blood Pressure

  Huang, Y., Ollikainen, M., Muniandy, M., Zhang, T., van Dongen, J., Hao, G., van Der Most, P. J., Pan, Y., Pervjakova, N., Sun, Y., Hui, Q., Lahti, J., Fraszczyk, E., Lu, X., Sun, D., Richard, M. A., Willemsen, G., Heikkila, K., Leach, I. M. & Mononen, N. & 32 others, Kähönen, M., Hurme, M. A., Raitakari, O. T., Drake, A. J., Perola, M., Nuotio, M.-L., Huang, Y., Khulan, B., Räikkönen, K., Wolffenbuttel, B. H. R., Zhernakova, A., Fu, J., Zhu, H., Dong, Y., van Vliet-Ostaptchouk, J. V., Franke, L., Eriksson, J. G., Fornage, M., Milani, L., Lehtimäki, T., Vaccarino, V., Boomsma, D., van Der Harst, P., de Geus, E. J. C., Salomaa, V., Li, S., Chen, W., Su, S., Wilson, J., Snieder, H., Kaprio, J. & Wang, X., Jul 2020, In: Hypertension. 76, 1, p. 195-205 11 p.

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

  Open Access

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• 2019

  Accuracy of self-reported anthropometric measures - Findings from the Finnish Twin Study

  Tuomela, J., Kaprio, J., Sipilä, P. N., Silventoinen, K., Wang, X., Ollikainen, M. & Piirtola, M., 2019, In: Obesity Research & Clinical Practice. 13, 6, p. 522-528 7 p.

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

  Open Access

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• Epigenome-wide association study of lung function level and its change

  Imboden, M., Wielscher, M., Rezwan, F. I., Amaral, A. F. S., Schaffner, E., Jeong, A., Beckmeyer-Borowko, A., Harris, S. E., Starr, J. M., Deary, I. J., Flexeder, C., Waldenberger, M., Peters, A., Schulz, H., Chen, S., Sunny, S. K., Karmaus, W. J. J., Jiang, Y., Erhart, G. & Kronenberg, F. & 19 others, Arathimos, R., Sharp, G. C., Henderson, A. J., Fu, Y., Piirilä, P., Pietiläinen, K. H., Ollikainen, M., Johansson, A., Gyllensten, U., de Vries, M., van der Plaat, D. A., de Jong, K., Boezen, H. M., Hall, I. P., Tobin, M. D., Jarvelin, M.-R., Holloway, J. W., Jarvis, D. & Probst-Hensch, N. M., 1 Jul 2019, In: European Respiratory Journal. 54, 1, 18 p., 1900457.

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

  Open Access

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• Epigenome-wide association study of serum cotinine in current smokers reveals novel genetically driven loci

  Gupta, R., van Dongen, J., Fu, Y., Abdellaoui, A., Tyndale, R. F., Velagapudi, V., Boomsma, D. I., Korhonen, T., Kaprio, J., Loukola, A. & Ollikainen, M., 5 Jan 2019, In: Clinical epigenetics. 11, 13 p., 1.

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

  Open Access

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• EpiSmokEr: a robust classifier to determine smoking status from DNA methylation data

  Bollepalli, S., Korhonen, T., Kaprio, J., Anders, S. & Ollikainen, M., Oct 2019, In: Epigenomics. 11, 13, p. 1469-1486 18 p.

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

• Leisure-time physical activity and DNA methylation agea twin study

  Sillanpaa, E., Ollikainen, M., Kaprio, J., Wang, X., Leskinen, T., Kujala, U. M. & Tormakangas, T., 19 Jan 2019, In: Clinical epigenetics. 11, 8 p., 12.

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

  Open Access

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• Making Sense of the Epigenome Using Data Integration Approaches

  Cazaly, E., Saad, J., Wang, W., Heckman, C., Ollikainen, M. & Tang, J., 19 Feb 2019, In: Frontiers in Pharmacology. 10, 15 p., 126.

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

  Open Access

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• Peripheral blood DNA methylation differences in twin pairs discordant for Alzheimer's disease

  Konki, M., Malonzo, M., Karlsson, I. K., Lindgren, N., Ghimire, B., Smolander, J., Scheinin, N. M., Ollikainen, M., Laiho, A., Elo, L. L., Lonnberg, T., Roytta, M., Pedersen, N. L., Kaprio, J., Lahdesmaki, H., Rinne, J. O. & Lund, R. J., 2 Sept 2019, In: Clinical epigenetics. 11, 1, 12 p., 130.

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

  Open Access

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• Plasma metabolites reveal distinct profiles associating with different metabolic risk factors in monozygotic twin pairs

  Muniandy, M., Velagapudi, V., Hakkarainen, A., Lundbom, J., Lundbom, N., Rissanen, A., Kaprio, J., Pietiläinen, K. H. & Ollikainen, M., Mar 2019, In: International Journal of Obesity. 43, 3, p. 487-502 16 p.

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