Hana Marie Dvořáková

Ferritin and transferrin predict common carotid intima-media thickness in females: a machine-learning informed individual participant data meta-analysis

R. Anand, Richard Sparla, Janice L. Atkins, Claudia Altamura et autres

BACKGROUND: Iron overload promotes atherosclerosis in mice and causes vascular dysfunction in humans with Hemochromatosis. However, data are controversial on whether systemic iron availability within physiological limits affects the pathogenesis of atherosclerosis. We, therefore, performed an individual participant data (IPD) meta-analysis and …

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Ferritin and transferrin predict common carotid intima-media thickness in females: a machine-learning informed individual participant data meta-analysis

Anand Ruban Agarvas, Richard Sparla, Janice L. Atkins, Claudia Altamura et autres

Additional file 10 of Ferritin and transferrin predict common carotid intima-media thickness in females: a machine-learning informed individual participant data meta-analysis

Anand Ruban Agarvas, Richard Sparla, Janice L Atkins, Claudia Altamura et autres

Supplementary Material 10: Associations between Hemochromatosis HFE-genotypes and mean CC-IMT in the UK Biobank data

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Additional file 2 of Ferritin and transferrin predict common carotid intima-media thickness in females: a machine-learning informed individual participant data meta-analysis

Anand Ruban Agarvas, Richard Sparla, Janice L. Atkins, Claudia Altamura et autres

Supplementary Material 2: Contains Supplementary Figures 1-7

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Additional file 5 of Ferritin and transferrin predict common carotid intima-media thickness in females: a machine-learning informed individual participant data meta-analysis

Anand Ruban Agarvas, Richard Sparla, Janice L Atkins, Claudia Altamura et autres

Supplementary Material 5: Table of the studywise breakdown of participant characteristics

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Additional file 9 of Ferritin and transferrin predict common carotid intima-media thickness in females: a machine-learning informed individual participant data meta-analysis

Anand Ruban Agarvas, Richard Sparla, Janice L. Atkins, Claudia Altamura et autres

Supplementary Material 9: Pseudocode of the Machine learning pipeline used for IMT prediction

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Additional file 1 of Ferritin and transferrin predict common carotid intima-media thickness in females: a machine-learning informed individual participant data meta-analysis

Anand Ruban Agarvas, Richard Sparla, Janice L. Atkins, Claudia Altamura et autres

Supplementary Material 1: Supplementary Tables 1,2,4, 8-20

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Ferritin and transferrin predict common carotid intima-media thickness in females: a machine-learning informed individual participant data meta-analysis

Anand Ruban Agarvas, Richard Sparla, Janice L Atkins, Claudia Altamura et autres

Abstract Background Iron overload promotes atherosclerosis in mice and causes vascular dysfunction in humans with Hemochromatosis. However, data are controversial on whether systemic iron availability within physiological limits affects the pathogenesis of atherosclerosis. We, therefore, performed an individual participant data (IPD) meta-analysis …

de, gb, it, ca, tr, es, cz, at, rs, pl (code pays fourni par la source)

Additional file 8 of Ferritin and transferrin predict common carotid intima-media thickness in females: a machine-learning informed individual participant data meta-analysis

Anand Ruban Agarvas, Richard Sparla, Janice L Atkins, Claudia Altamura et autres

Supplementary Material 8: Table of the breakdown of the proportion of missing values for each variable categorised by age group

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Additional file 7 of Ferritin and transferrin predict common carotid intima-media thickness in females: a machine-learning informed individual participant data meta-analysis

Anand Ruban Agarvas, Richard Sparla, Janice L Atkins, Claudia Altamura et autres

Supplementary Material 7: Table of the studywise breakdown of the proportion of missing values for each variable

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Additional file 6 of Ferritin and transferrin predict common carotid intima-media thickness in females: a machine-learning informed individual participant data meta-analysis

Anand Ruban Agarvas, Richard Sparla, Janice L Atkins, Claudia Altamura et autres

Supplementary Material 6: Table of the breakdown of the proportion of missing values for each variable in the pooled data

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Additional file 4 of Ferritin and transferrin predict common carotid intima-media thickness in females: a machine-learning informed individual participant data meta-analysis

Anand Ruban Agarvas, Richard Sparla, Janice L. Atkins, Claudia Altamura et autres

Supplementary Material 4: PRISMA-IPD Checklist

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