Framework of Methodology to Assess the Link between A Posteriori Dietary Patterns and Nutritional Adequacy: Application to Pregnancy
This study aimed to explore the nutritional profile of 608 women during the second trimester of pregnancy, in terms of nutrient patterns, dietary quality and nutritional adequacy. Dietary data were collected using a validated Mediterranean-oriented, culture-specific FFQ. Principal component analysis...
| Main Authors: | , , , , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2022-04-01
|
| Series: | Metabolites |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2218-1989/12/5/395 |
| _version_ | 1797497926384091136 |
|---|---|
| author | Foteini Tsakoumaki Charikleia Kyrkou Maria Fotiou Aristea Dimitropoulou Costas G. Biliaderis Apostolos P. Athanasiadis Georgios Menexes Alexandra-Maria Michaelidou |
| author_facet | Foteini Tsakoumaki Charikleia Kyrkou Maria Fotiou Aristea Dimitropoulou Costas G. Biliaderis Apostolos P. Athanasiadis Georgios Menexes Alexandra-Maria Michaelidou |
| author_sort | Foteini Tsakoumaki |
| collection | DOAJ |
| description | This study aimed to explore the nutritional profile of 608 women during the second trimester of pregnancy, in terms of nutrient patterns, dietary quality and nutritional adequacy. Dietary data were collected using a validated Mediterranean-oriented, culture-specific FFQ. Principal component analysis was performed on 18 energy-adjusted nutrients. Two main nutrient patterns, “plant-origin” (PLO) and “animal-origin” (ANO), were extracted. Six homogenous clusters (C) relative to nutrient patterns were obtained and analyzed through a multidimensional methodological approach. C1, C5 and C6 scored positively on PLO, while C1, C2 and C3 scored positively on ANO. When dietary quality was mapped on food choices and dietary indexes, C6 unveiled a group with a distinct image resembling the Mediterranean-type diet (MedDiet Score = 33.8). Although C1–C5 shared common dietary characteristics, their diet quality differed as reflected in the HEI-2010 (C1:79.7; C2:73.3; C3:70.9; C4:63.2; C5:76.6). The appraisal of nutritional adequacy mirrored a “nutritional-quality gradient”. A total of 50% of participants in C6 had almost 100% adequate magnesium intake, while 50% of participants in C4 had a probability of adequacy of ≤10%. Our methodological framework is efficient for assessing the link between a posteriori dietary patterns and nutritional adequacy during pregnancy. Given that macro- and micronutrient distributions may induce metabolic modifications of potential relevance to offspring’s health, public health strategies should be implemented. |
| first_indexed | 2024-03-10T03:27:03Z |
| format | Article |
| id | doaj.art-7840be82ce364fbea2238046ce0c22d8 |
| institution | Directory Open Access Journal |
| issn | 2218-1989 |
| language | English |
| last_indexed | 2024-03-10T03:27:03Z |
| publishDate | 2022-04-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Metabolites |
| spelling | doaj.art-7840be82ce364fbea2238046ce0c22d82023-11-23T12:06:46ZengMDPI AGMetabolites2218-19892022-04-0112539510.3390/metabo12050395Framework of Methodology to Assess the Link between A Posteriori Dietary Patterns and Nutritional Adequacy: Application to PregnancyFoteini Tsakoumaki0Charikleia Kyrkou1Maria Fotiou2Aristea Dimitropoulou3Costas G. Biliaderis4Apostolos P. Athanasiadis5Georgios Menexes6Alexandra-Maria Michaelidou7Department of Food Science and Technology, School of Agriculture, Faculty of Agriculture, Forestry and Natural Environment, Aristotle University of Thessaloniki, 541 24 Thessaloniki, GreeceDepartment of Food Science and Technology, School of Agriculture, Faculty of Agriculture, Forestry and Natural Environment, Aristotle University of Thessaloniki, 541 24 Thessaloniki, GreeceDepartment of Food Science and Technology, School of Agriculture, Faculty of Agriculture, Forestry and Natural Environment, Aristotle University of Thessaloniki, 541 24 Thessaloniki, GreeceDepartment of Food Science and Technology, School of Agriculture, Faculty of Agriculture, Forestry and Natural Environment, Aristotle University of Thessaloniki, 541 24 Thessaloniki, GreeceDepartment of Food Science and Technology, School of Agriculture, Faculty of Agriculture, Forestry and Natural Environment, Aristotle University of Thessaloniki, 541 24 Thessaloniki, Greece3rd Department of Obstetrics and Gynecology, School of Medicine, Aristotle University of Thessaloniki, 541 24 Thessaloniki, GreeceDepartment of Field Crops and Ecology, School of Agriculture, Faculty of Agriculture, Forestry and Natural Environment, Aristotle University of Thessaloniki, 541 24 Thessaloniki, GreeceDepartment of Food Science and Technology, School of Agriculture, Faculty of Agriculture, Forestry and Natural Environment, Aristotle University of Thessaloniki, 541 24 Thessaloniki, GreeceThis study aimed to explore the nutritional profile of 608 women during the second trimester of pregnancy, in terms of nutrient patterns, dietary quality and nutritional adequacy. Dietary data were collected using a validated Mediterranean-oriented, culture-specific FFQ. Principal component analysis was performed on 18 energy-adjusted nutrients. Two main nutrient patterns, “plant-origin” (PLO) and “animal-origin” (ANO), were extracted. Six homogenous clusters (C) relative to nutrient patterns were obtained and analyzed through a multidimensional methodological approach. C1, C5 and C6 scored positively on PLO, while C1, C2 and C3 scored positively on ANO. When dietary quality was mapped on food choices and dietary indexes, C6 unveiled a group with a distinct image resembling the Mediterranean-type diet (MedDiet Score = 33.8). Although C1–C5 shared common dietary characteristics, their diet quality differed as reflected in the HEI-2010 (C1:79.7; C2:73.3; C3:70.9; C4:63.2; C5:76.6). The appraisal of nutritional adequacy mirrored a “nutritional-quality gradient”. A total of 50% of participants in C6 had almost 100% adequate magnesium intake, while 50% of participants in C4 had a probability of adequacy of ≤10%. Our methodological framework is efficient for assessing the link between a posteriori dietary patterns and nutritional adequacy during pregnancy. Given that macro- and micronutrient distributions may induce metabolic modifications of potential relevance to offspring’s health, public health strategies should be implemented.https://www.mdpi.com/2218-1989/12/5/395maternal nutritionnutrient patternsdietary qualitynutritional statusnutritional adequacyprincipal component analysis |
| spellingShingle | Foteini Tsakoumaki Charikleia Kyrkou Maria Fotiou Aristea Dimitropoulou Costas G. Biliaderis Apostolos P. Athanasiadis Georgios Menexes Alexandra-Maria Michaelidou Framework of Methodology to Assess the Link between A Posteriori Dietary Patterns and Nutritional Adequacy: Application to Pregnancy Metabolites maternal nutrition nutrient patterns dietary quality nutritional status nutritional adequacy principal component analysis |
| title | Framework of Methodology to Assess the Link between A Posteriori Dietary Patterns and Nutritional Adequacy: Application to Pregnancy |
| title_full | Framework of Methodology to Assess the Link between A Posteriori Dietary Patterns and Nutritional Adequacy: Application to Pregnancy |
| title_fullStr | Framework of Methodology to Assess the Link between A Posteriori Dietary Patterns and Nutritional Adequacy: Application to Pregnancy |
| title_full_unstemmed | Framework of Methodology to Assess the Link between A Posteriori Dietary Patterns and Nutritional Adequacy: Application to Pregnancy |
| title_short | Framework of Methodology to Assess the Link between A Posteriori Dietary Patterns and Nutritional Adequacy: Application to Pregnancy |
| title_sort | framework of methodology to assess the link between a posteriori dietary patterns and nutritional adequacy application to pregnancy |
| topic | maternal nutrition nutrient patterns dietary quality nutritional status nutritional adequacy principal component analysis |
| url | https://www.mdpi.com/2218-1989/12/5/395 |
| work_keys_str_mv | AT foteinitsakoumaki frameworkofmethodologytoassessthelinkbetweenaposterioridietarypatternsandnutritionaladequacyapplicationtopregnancy AT charikleiakyrkou frameworkofmethodologytoassessthelinkbetweenaposterioridietarypatternsandnutritionaladequacyapplicationtopregnancy AT mariafotiou frameworkofmethodologytoassessthelinkbetweenaposterioridietarypatternsandnutritionaladequacyapplicationtopregnancy AT aristeadimitropoulou frameworkofmethodologytoassessthelinkbetweenaposterioridietarypatternsandnutritionaladequacyapplicationtopregnancy AT costasgbiliaderis frameworkofmethodologytoassessthelinkbetweenaposterioridietarypatternsandnutritionaladequacyapplicationtopregnancy AT apostolospathanasiadis frameworkofmethodologytoassessthelinkbetweenaposterioridietarypatternsandnutritionaladequacyapplicationtopregnancy AT georgiosmenexes frameworkofmethodologytoassessthelinkbetweenaposterioridietarypatternsandnutritionaladequacyapplicationtopregnancy AT alexandramariamichaelidou frameworkofmethodologytoassessthelinkbetweenaposterioridietarypatternsandnutritionaladequacyapplicationtopregnancy |