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The economies of scope may appeal financially attractive to DMP providers since they might increase the profit margin of providing DMPs for different diseases.
The inclusion criteria for the control group were students in Year 6 (in 2011) with no exposure to DMP since Year 1 (2006) in non-DMP school.
Table 3 shows the results from fitting equation (7) (fitting LW but not feed intake) to %FE, DMP, MY0 and MY3, as well as equation (6) to DMP and MY0.
Even more explicitly it can be shown that medical professions usually involved in diabetes treatment (general practitioners, internists and ophthalmologists) as well as ambulatory health care centers provide a significantly higher number of services to DMP patients and also more laboratory services.
The top results were compared to DMP analyses using different methods for adjusting for blood cell types and technical covariates, including the computational approach 'RefFreeEWAS' (using PairsBootRefFreeEwasModel) [ 73] and an approach using the covariates identified by PCA earlier described (batch, granulocytes, CD8 T cells, and NK cells).
Analyzing the association of patient socio-demographic characteristics with reported improvements of treatment due to DMP enrolment at baseline, we found that a low depression score was associated with reporting a general improvement of the medical treatment due to enrolment (OR 1.4 for each point less in the depression score, 95% CI 1.02-2.0, p ≤ 0.05).
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Among these genes, 795 genes are exclusively linked to demethylated DMPs, 117 genes are linked to more methylated DMPs, and 21 genes (2%) are linked to DMPs with methylation changes in both directions [see Additional file 2A, B and C].
A total of 116 genes are linked to the 156 DMPs from iDC to mDCs, among which 102 genes are linked to DMPs, all with reduced methylation, and the rest of 14 genes are linked to DMPs, all with increased methylation [see Additional file 2D and E]. a P value cutoff of 0.05, difference change of 10% in DNA methylation was used to calculate the number of DMPs (see Methods).
To complement our approach of methylation analysis with relevance to preterm birth we compared DMPs identified in our study to DMPs identified by two other studies on cord blood methylation using the Illumina BeadChip technology (Fig. 4).
On this short term we have not found statistically significant cost savings due to DMPs, but it is likely that it takes more time before the improvements in care lead to reductions in complications and hospitalizations.
After one year we have found indications of improvements in level of integrated care for CVR patients and lifestyle indicators for all diseases, but in none of the diseases we have found indications of cost savings due to DMPs.
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