Omega‐3 Marine Fatty Acid Supplementation to Healthy Subjects Interacts With Moderate Physical Activity to Provide a Cardiovascular Healthier Lipoprotein Subclass Profile
ABSTRACT This work investigates the impact of marine omega‐3 and physical activity and their interaction on cardiometabolic health as expressed by the serum lipoprotein profile. Using an experimental design that allows for the possibility of interaction, we performed a 6‐week intervention on 44 midd...
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Published in | Journal of chemometrics Vol. 38; no. 12 |
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Language | English |
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ISSN | 0886-9383 1099-128X |
DOI | 10.1002/cem.3604 |
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Abstract | ABSTRACT
This work investigates the impact of marine omega‐3 and physical activity and their interaction on cardiometabolic health as expressed by the serum lipoprotein profile. Using an experimental design that allows for the possibility of interaction, we performed a 6‐week intervention on 44 middle‐aged women living in Western Norway. The women were randomly divided into four groups: one control group with no intervention, a second group performing sessions of moderate intensity three times per week, a third group taking daily supplements of omega‐3 marine fatty acids, and a fourth group combining the interventions for Groups 2 and 3. The difference in the lipoprotein profiles after the intervention from baseline were assessed for statistical significance by comparing groups 2, 3 and 4 with Group 1 using two‐tailed t‐test corrected for multiple testing and selectivity ratios calculated from the discriminatory component in validated partial least squares discriminant models. The results from the univariate and multivariate analyses were qualitatively equivalent: Only the women combining moderate physical activity and omega‐3 supplementation, revealed statistically significant differences in their lipoprotein profile compared to the nonintervention control group. The pattern of change in the lipoprotein profile is associated with improved cardiometabolic health. Use of the design matrix to predict this pattern revealed that the interaction between omega‐3 supplementation and physical activity played a major role in inducing this change. The recognition of the influence of this interaction may be a step towards resolving the long‐lasting debate of the role played by omega‐3 for preventing cardiovascular unhealth. |
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AbstractList | This work investigates the impact of marine omega‐3 and physical activity and their interaction on cardiometabolic health as expressed by the serum lipoprotein profile. Using an experimental design that allows for the possibility of interaction, we performed a 6‐week intervention on 44 middle‐aged women living in Western Norway. The women were randomly divided into four groups: one control group with no intervention, a second group performing sessions of moderate intensity three times per week, a third group taking daily supplements of omega‐3 marine fatty acids, and a fourth group combining the interventions for Groups 2 and 3. The difference in the lipoprotein profiles after the intervention from baseline were assessed for statistical significance by comparing groups 2, 3 and 4 with Group 1 using two‐tailed t‐test corrected for multiple testing and selectivity ratios calculated from the discriminatory component in validated partial least squares discriminant models. The results from the univariate and multivariate analyses were qualitatively equivalent: Only the women combining moderate physical activity and omega‐3 supplementation, revealed statistically significant differences in their lipoprotein profile compared to the nonintervention control group. The pattern of change in the lipoprotein profile is associated with improved cardiometabolic health. Use of the design matrix to predict this pattern revealed that the interaction between omega‐3 supplementation and physical activity played a major role in inducing this change. The recognition of the influence of this interaction may be a step towards resolving the long‐lasting debate of the role played by omega‐3 for preventing cardiovascular unhealth. ABSTRACT This work investigates the impact of marine omega‐3 and physical activity and their interaction on cardiometabolic health as expressed by the serum lipoprotein profile. Using an experimental design that allows for the possibility of interaction, we performed a 6‐week intervention on 44 middle‐aged women living in Western Norway. The women were randomly divided into four groups: one control group with no intervention, a second group performing sessions of moderate intensity three times per week, a third group taking daily supplements of omega‐3 marine fatty acids, and a fourth group combining the interventions for Groups 2 and 3. The difference in the lipoprotein profiles after the intervention from baseline were assessed for statistical significance by comparing groups 2, 3 and 4 with Group 1 using two‐tailed t‐test corrected for multiple testing and selectivity ratios calculated from the discriminatory component in validated partial least squares discriminant models. The results from the univariate and multivariate analyses were qualitatively equivalent: Only the women combining moderate physical activity and omega‐3 supplementation, revealed statistically significant differences in their lipoprotein profile compared to the nonintervention control group. The pattern of change in the lipoprotein profile is associated with improved cardiometabolic health. Use of the design matrix to predict this pattern revealed that the interaction between omega‐3 supplementation and physical activity played a major role in inducing this change. The recognition of the influence of this interaction may be a step towards resolving the long‐lasting debate of the role played by omega‐3 for preventing cardiovascular unhealth. |
Author | Kvalheim, Olav M. Rajalahti, Tarja |
Author_xml | – sequence: 1 givenname: Olav M. orcidid: 0000-0001-9432-8776 surname: Kvalheim fullname: Kvalheim, Olav M. email: olav.kvalheim@kj.uib.no organization: University of Bergen – sequence: 2 givenname: Tarja surname: Rajalahti fullname: Rajalahti, Tarja organization: Førde Hospital Trust |
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Cites_doi | 10.1016/j.atherosclerosis.2015.10.018 10.1249/MSS.0b013e3182399f5e 10.1007/s11306-013-0598-6 10.1002/cem.2993 10.1001/jama.1996.03540030039029 10.3390/ijms18071552 10.1007/s11306-015-0886-4 10.1016/j.cca.2012.09.010 10.1137/0905052 10.1007/s11306-016-0968-y 10.3389/fphys.2018.00526 10.1093/ajcn/28.9.958 10.1186/s12944-017-0515-5 10.1186/s12859-024-05660-6 10.1016/j.chemolab.2019.03.006 10.1161/CIRCULATIONAHA.112.105551 10.3390/nu9101099 10.3177/jnsv.28.441 10.1039/C3AY41907J 10.1016/j.ijpharm.2011.02.019 10.3390/nu13062095 10.1016/0169-7439(89)80110-8 10.1002/cem.3531 10.1001/jama.1995.03520380029031 10.1152/japplphysiol.91062.2008 10.1001/2012.jama.11374 10.1021/ac802514y 10.1016/S0140-6736(71)91658-8 10.3390/ijms160922636 10.1021/ac5025039 10.1111/j.2517-6161.1995.tb02031.x 10.1016/S0140-6736(78)91505-2 10.1016/j.chemolab.2008.08.004 10.1161/01.ATV.0000155017.60171.88 10.1016/S0026-0495(03)00147-1 10.1371/journal.pone.0259901 10.1007/s11306-022-01931-6 |
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This work investigates the impact of marine omega‐3 and physical activity and their interaction on cardiometabolic health as expressed by the serum... This work investigates the impact of marine omega‐3 and physical activity and their interaction on cardiometabolic health as expressed by the serum lipoprotein... |
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SubjectTerms | Design of experiments Exercise Experimental design false discovery rate Fatty acids Group dynamics interaction Intervention lipoprotein subclasses Lipoproteins omega‐3 supplementation Pattern recognition physical activity PLS discriminant analysis |
Title | Omega‐3 Marine Fatty Acid Supplementation to Healthy Subjects Interacts With Moderate Physical Activity to Provide a Cardiovascular Healthier Lipoprotein Subclass Profile |
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