Adherence to Healthy Eating Index-2015 and severity of disease in hospitalised military patients with COVID-19: a cross sectional study
Karim Parastouei, S Shokooee Jud, M Sepandi, S Abbaszadeh, M Samadi, G H Meftahi, Dr M Taghdir
BMJ Military Health, doi:10.1136/military-2022-002173
Introduction Proper nutrition can play an important role in preventing and improving disease progression in patients with COVID-19. The Healthy Eating Index-2015 (HEI-2015) is one of the most common measures used to assess overall nutritional quality. This research aimed to identify the relationship between the HEI-2015 score and disease severity in hospitalised military patients with COVID-19. Methods This cross-sectional study was conducted in 295 hospitalised military patients (retired military and military reserve) with COVID-19. A validated food frequency questionnaire was used to assess food intake. To evaluate the quality of the diet, the HEI-2015 score was calculated. A multiple logistic regression analysis was performed to measure the association between HEI-2015 scores and disease severity (intensive care unit (ICU) admission and length of hospital stay greater than 4 days) in hospitalised military patients with COVID-19.
Results The mean HEI-2015 score was significantly higher in non-ICU patients than in ICU patients (58.39±15.02 vs 53.54±15.65, p=0.01). After adjusting for possible confounding factors including age, sex, comorbidities, calorie intake, body mass index and physical activity, adherence to HEI-2015 inversely related to ICU admission (OR 0.98; 95% CI 0.95 to 1.00) and length of hospital stay of more than 4 days (OR 0.99; 95% CI 0.97 to 1.00) in hospitalised military patients with COVID-19, although statistically not significant. Conclusions According to the results of the study, adherence to HEI-2015 inversely related to both ICU admission and length of hospital stay in hospitalised military patients with COVID-19, although it was not statistically significant.
WHAT IS ALREADY KNOWN ON THIS TOPIC ⇒ To our knowledge, this is the first study to examine the relationship between the Healthy Eating Index-2015 (HEI-2015) score and severity of illness in hospitalised military patients with COVID-19. WHAT THIS STUDY ADDS ⇒ The mean HEI-2015 score was significantly higher in non-intensive care unit (ICU) military patients than in ICU patients. ⇒ Adherence to HEI-2015 inversely related to ICU admission and length of hospital stay of more than 4 days in hospitalised military patients with COVID-19, although it was not statistically significant. HOW THIS STUDY MIGHT AFFECT RESEARCH, PRACTICE OR POLICY ⇒ It appears that a diet rich in fresh fruits and vegetables, whole grains, protein foods, dairy products and healthy fats could be effective in reducing the severity of COVID-19 disease.
Original research otherwise determined by BMJ. You may download and print the article for any lawful, non-commercial purpose (including text and data mining) provided that all copyright notices and trade marks are retained.
ORCID iDs M Sepandi http://orcid.org/0000-0001-6441-5887 M Taghdir http://orcid.org/0000-0003-2853-0196
References
Alamdari, Moghaddam, Amini, Application of methylene blue -vitamin C-N-acetyl cysteine for treatment of critically ill COVID-19 patients, report of a phase-I clinical trial, Eur J Pharmacol,
doi:10.1016/j.ejphar.2020.173494
Asher, Tintle, Myers, Blood omega-3 fatty acids and death from COVID-19: a pilot study, Prostaglandins Leukot Essent Fatty Acids,
doi:10.1016/j.plefa.2021.102250
Batiha, Alqarni, Awad, Algammal, Dairy-derived and egg white proteins in enhancing immune system against COVID-19, Front Nutr,
doi:10.3389/fnut.2021.629440
Calder, Carr, Gombart, Optimal nutritional status for a well-functioning immune system is an important factor to protect against viral infections, Nutrients,
doi:10.3390/nu12041181
Dai, Gu, Su, Inhibition of curcumin on influenza A virus infection and influenzal pneumonia via oxidative stress, TLR2/4, p38/JNK MAPK and NF-κB pathways, Int Immunopharmacol,
doi:10.1016/j.intimp.2017.11.009
De Faria Coelho-Ravagnani, Corgosinho, Sanches, Dietary recommendations during the COVID-19 pandemic, Nutr Rev,
doi:10.1093/nutrit/nuaa067
García-Montero, Fraile-Martínez, Gómez-Lahoz, Nutritional components in western diet versus Mediterranean diet at the gut microbiota-immune system interplay. Implications for health and disease, Nutrients,
doi:10.3390/nu13020699
Iddir, Brito, Dingeo, Strengthening the immune system and reducing inflammation and oxidative stress through diet and nutrition: considerations during the COVID-19 crisis, Nutrients,
doi:10.3390/nu12061562
Kelishadi, Rabiee, Khosravi, Assessment of physical activity in adolescents of Isfahan, Shahrekord University Of med Sci J
Mirmiran, Esfahani, Mehrabi, Reliability and relative validity of an FFQ for nutrients in the Tehran lipid and glucose study, Public Health Nutr,
doi:10.1017/S1368980009991698
Moscatelli, Sessa, Valenzano, COVID-19: role of nutrition and supplementation, Nutrients,
doi:10.3390/nu13030976
Nikpouraghdam, Farahani, Alishiri, Epidemiological characteristics of coronavirus disease 2019 (COVID-19) patients in Iran: a single center study, J Clin Virol,
doi:10.1016/j.jcv.2020.104378
Perez-Araluce, Martinez-Gonzalez, Ci, Mediterranean diet and the risk of COVID-19 in the 'Seguimiento Universidad de Navarra' cohort, Clin Nutr,
doi:10.1016/j.clnu.2021.04.001
Saini, Nile, Park, Carotenoids from fruits and vegetables: chemistry, analysis, occurrence, bioavailability and biological activities, Food Res Int,
doi:10.1016/j.foodres.2015.07.047
Sepandi, Taghdir, Alimohamadi, Factors associated with mortality in COVID-19 patients: a systematic review and meta-analysis, Iran J Public Health,
doi:10.18502/ijph.v49i7.3574
Sheikhi, Yousefian, Tehranipoor, Estimation of the basic reproduction number of alpha and delta variants of COVID-19 pandemic in Iran, PLoS One,
doi:10.1371/journal.pone.0265489
Zadeh, Boffetta, Hosseinzadeh, Dietary patterns and risk of gestational diabetes mellitus: a systematic review and meta-analysis of cohort studies, Clin Nutr ESPEN,
doi:10.1016/j.clnesp.2020.02.009
Zhu, Ji, Pang, Clinical characteristics of 3062 COVID-19 patients: a metaanalysis, J Med Virol,
doi:10.1002/jmv.25884
{ 'indexed': { 'date-parts': [[2022, 10, 25]],
'date-time': '2022-10-25T05:03:31Z',
'timestamp': 1666674211630},
'reference-count': 25,
'publisher': 'BMJ',
'license': [ { 'start': { 'date-parts': [[2022, 10, 6]],
'date-time': '2022-10-06T00:00:00Z',
'timestamp': 1665014400000},
'content-version': 'tdm',
'delay-in-days': 0,
'URL': 'https://bmj.com/coronavirus/usage'}],
'content-domain': {'domain': ['bmj.com'], 'crossmark-restriction': True},
'abstract': '<jats:sec><jats:title>Introduction</jats:title><jats:p>Proper nutrition can play an important '
'role in preventing and improving disease progression in patients with COVID-19. The Healthy '
'Eating Index-2015 (HEI-2015) is one of the most common measures used to assess overall '
'nutritional quality. This research aimed to identify the relationship between the HEI-2015 '
'score and disease severity in hospitalised military patients with '
'COVID-19.</jats:p></jats:sec><jats:sec><jats:title>Methods</jats:title><jats:p>This '
'cross-sectional study was conducted in 295 hospitalised military patients (retired military '
'and military reserve) with COVID-19. A validated food frequency questionnaire was used to '
'assess food intake. To evaluate the quality of the diet, the HEI-2015 score was calculated. A '
'multiple logistic regression analysis was performed to measure the association between '
'HEI-2015 scores and disease severity (intensive care unit (ICU) admission and length of '
'hospital stay greater than 4\u2009days) in hospitalised military patients with '
'COVID-19.</jats:p></jats:sec><jats:sec><jats:title>Results</jats:title><jats:p>The mean '
'HEI-2015 score was significantly higher in non-ICU patients than in ICU patients (58.39±15.02 '
'vs 53.54±15.65, p=0.01). After adjusting for possible confounding factors including age, sex, '
'comorbidities, calorie intake, body mass index and physical activity, adherence to HEI-2015 '
'inversely related to ICU admission (OR 0.98; 95%\u2009CI 0.95 to 1.00) and length of hospital '
'stay of more than 4\u2009days (OR 0.99; 95%\u2009CI 0.97 to 1.00) in hospitalised military '
'patients with COVID-19, although statistically not '
'significant.</jats:p></jats:sec><jats:sec><jats:title>Conclusions</jats:title><jats:p>According '
'to the results of the study, adherence to HEI-2015 inversely related to both ICU admission '
'and length of hospital stay in hospitalised military patients with COVID-19, although it was '
'not statistically significant.</jats:p></jats:sec>',
'DOI': '10.1136/military-2022-002173',
'type': 'journal-article',
'created': { 'date-parts': [[2022, 10, 24]],
'date-time': '2022-10-24T09:48:57Z',
'timestamp': 1666604937000},
'page': 'e002173',
'update-policy': 'http://dx.doi.org/10.1136/crossmarkpolicy',
'source': 'Crossref',
'is-referenced-by-count': 0,
'title': 'Adherence to Healthy Eating Index-2015 and severity of disease in hospitalised military patients '
'with COVID-19: a cross sectional study',
'prefix': '10.1136',
'author': [ {'given': 'Karim', 'family': 'Parastouei', 'sequence': 'first', 'affiliation': []},
{'given': 'S', 'family': 'Shokooee Jud', 'sequence': 'additional', 'affiliation': []},
{ 'ORCID': 'http://orcid.org/0000-0001-6441-5887',
'authenticated-orcid': False,
'given': 'M',
'family': 'Sepandi',
'sequence': 'additional',
'affiliation': []},
{'given': 'S', 'family': 'Abbaszadeh', 'sequence': 'additional', 'affiliation': []},
{'given': 'M', 'family': 'Samadi', 'sequence': 'additional', 'affiliation': []},
{'given': 'GH', 'family': 'Meftahi', 'sequence': 'additional', 'affiliation': []},
{ 'ORCID': 'http://orcid.org/0000-0003-2853-0196',
'authenticated-orcid': False,
'given': 'M',
'family': 'Taghdir',
'sequence': 'additional',
'affiliation': []}],
'member': '239',
'published-online': {'date-parts': [[2022, 10, 6]]},
'reference': [ { 'key': '2022102402485147000_military-2022-002173v1.1',
'doi-asserted-by': 'crossref',
'DOI': '10.1371/journal.pone.0265489',
'article-title': 'Estimation of the basic reproduction number of alpha and delta variants '
'of COVID-19 pandemic in Iran',
'volume': '17',
'author': 'Sheikhi',
'year': '2022',
'journal-title': 'PLoS One'},
{ 'key': '2022102402485147000_military-2022-002173v1.2',
'doi-asserted-by': 'publisher',
'DOI': '10.1016/j.jcv.2020.104378'},
{ 'key': '2022102402485147000_military-2022-002173v1.3',
'doi-asserted-by': 'publisher',
'DOI': '10.1002/jmv.25884'},
{ 'key': '2022102402485147000_military-2022-002173v1.4',
'doi-asserted-by': 'publisher',
'DOI': '10.1016/S0140-6736(20)30183-5'},
{ 'key': '2022102402485147000_military-2022-002173v1.5',
'first-page': 'E311',
'article-title': 'Case fatality rate of COVID-19: a systematic review and meta-analysis',
'volume': '62',
'author': 'Alimohamadi',
'year': '2021',
'journal-title': 'J Prev Med Hyg'},
{ 'key': '2022102402485147000_military-2022-002173v1.6',
'article-title': 'Factors associated with mortality in COVID-19 patients: a systematic '
'review and meta-analysis',
'volume': '49',
'author': 'Sepandi',
'year': '2020',
'journal-title': 'Iran J Public Health'},
{ 'key': '2022102402485147000_military-2022-002173v1.7',
'doi-asserted-by': 'publisher',
'DOI': '10.1007/s10238-020-00671-y'},
{ 'key': '2022102402485147000_military-2022-002173v1.8',
'doi-asserted-by': 'crossref',
'unstructured': 'Calder P , Carr A , Gombart A , et al . Optimal nutritional status for a '
'well-functioning immune system is an important factor to protect against '
'viral infections. Nutrients 2020;12:1181.doi:10.3390/nu12041181',
'DOI': '10.3390/nu12041181'},
{ 'key': '2022102402485147000_military-2022-002173v1.9',
'doi-asserted-by': 'crossref',
'DOI': '10.3390/nu13030976',
'article-title': 'COVID-19: role of nutrition and supplementation',
'volume': '13',
'author': 'Moscatelli',
'year': '2021',
'journal-title': 'Nutrients'},
{ 'key': '2022102402485147000_military-2022-002173v1.10',
'doi-asserted-by': 'crossref',
'first-page': '1622',
'DOI': '10.1016/j.jand.2018.05.019',
'article-title': 'Evaluation of the healthy eating Index-2015',
'volume': '118',
'author': 'Reedy',
'year': '2018',
'journal-title': 'J Acad Nutr Diet'},
{ 'key': '2022102402485147000_military-2022-002173v1.11',
'first-page': '55',
'article-title': 'Assessment of physical activity in adolescents of Isfahan',
'volume': '3',
'author': 'Kelishadi',
'year': '2004',
'journal-title': 'Shahrekord University Of med Sci J'},
{ 'key': '2022102402485147000_military-2022-002173v1.12',
'doi-asserted-by': 'publisher',
'DOI': '10.1249/01.MSS.0000074446.02192.14'},
{ 'key': '2022102402485147000_military-2022-002173v1.13',
'doi-asserted-by': 'crossref',
'first-page': '654',
'DOI': '10.1017/S1368980009991698',
'article-title': 'Reliability and relative validity of an FFQ for nutrients in the Tehran '
'lipid and glucose study',
'volume': '13',
'author': 'Mirmiran',
'year': '2010',
'journal-title': 'Public Health Nutr'},
{ 'key': '2022102402485147000_military-2022-002173v1.14',
'doi-asserted-by': 'publisher',
'DOI': '10.1016/j.jand.2018.05.021'},
{ 'key': '2022102402485147000_military-2022-002173v1.15',
'doi-asserted-by': 'crossref',
'article-title': "Mediterranean diet and the risk of COVID-19 in the 'Seguimiento "
"Universidad de Navarra' cohort",
'author': 'Perez-Araluce',
'year': '2021',
'journal-title': 'Clin Nutr',
'DOI': '10.1016/j.clnu.2021.04.001'},
{ 'key': '2022102402485147000_military-2022-002173v1.16',
'doi-asserted-by': 'crossref',
'DOI': '10.1016/j.ejphar.2020.173494',
'article-title': 'Application of methylene blue -vitamin C–N-acetyl cysteine for '
'treatment of critically ill COVID-19 patients, report of a phase-I '
'clinical trial',
'volume': '885',
'author': 'Alamdari',
'year': '2020',
'journal-title': 'Eur J Pharmacol'},
{ 'key': '2022102402485147000_military-2022-002173v1.17',
'doi-asserted-by': 'crossref',
'first-page': '177',
'DOI': '10.1016/j.intimp.2017.11.009',
'article-title': 'Inhibition of curcumin on influenza A virus infection and influenzal '
'pneumonia via oxidative stress, TLR2/4, p38/JNK MAPK and NF-κB pathways',
'volume': '54',
'author': 'Dai',
'year': '2018',
'journal-title': 'Int Immunopharmacol'},
{ 'key': '2022102402485147000_military-2022-002173v1.18',
'doi-asserted-by': 'crossref',
'first-page': '382',
'DOI': '10.1093/nutrit/nuaa067',
'article-title': 'Dietary recommendations during the COVID-19 pandemic',
'volume': '79',
'author': 'de Faria Coelho-Ravagnani',
'year': '2021',
'journal-title': 'Nutr Rev'},
{ 'key': '2022102402485147000_military-2022-002173v1.19',
'doi-asserted-by': 'crossref',
'first-page': '735',
'DOI': '10.1016/j.foodres.2015.07.047',
'article-title': 'Carotenoids from fruits and vegetables: chemistry, analysis, '
'occurrence, bioavailability and biological activities',
'volume': '76',
'author': 'Saini',
'year': '2015',
'journal-title': 'Food Res Int'},
{ 'key': '2022102402485147000_military-2022-002173v1.20',
'doi-asserted-by': 'crossref',
'first-page': '1',
'DOI': '10.1016/j.clnesp.2020.02.009',
'article-title': 'Dietary patterns and risk of gestational diabetes mellitus: a '
'systematic review and meta-analysis of cohort studies',
'volume': '36',
'author': 'Hassani Zadeh',
'year': '2020',
'journal-title': 'Clin Nutr ESPEN'},
{ 'key': '2022102402485147000_military-2022-002173v1.21',
'doi-asserted-by': 'publisher',
'DOI': '10.1016/j.plefa.2021.102250'},
{ 'key': '2022102402485147000_military-2022-002173v1.22',
'doi-asserted-by': 'publisher',
'DOI': '10.1017/S000711450769936X'},
{ 'key': '2022102402485147000_military-2022-002173v1.23',
'doi-asserted-by': 'crossref',
'DOI': '10.3390/nu12061562',
'article-title': 'Strengthening the immune system and reducing inflammation and oxidative '
'stress through diet and nutrition: considerations during the COVID-19 '
'crisis',
'volume': '12',
'author': 'Iddir',
'year': '2020',
'journal-title': 'Nutrients'},
{ 'key': '2022102402485147000_military-2022-002173v1.24',
'doi-asserted-by': 'crossref',
'first-page': '394',
'DOI': '10.3389/fnut.2021.629440',
'article-title': 'Dairy-derived and egg white proteins in enhancing immune system against '
'COVID-19',
'volume': '8',
'author': 'Batiha',
'year': '2021',
'journal-title': 'Front Nutr'},
{ 'key': '2022102402485147000_military-2022-002173v1.25',
'doi-asserted-by': 'publisher',
'DOI': '10.3390/nu13020699'}],
'container-title': 'BMJ Military Health',
'original-title': [],
'language': 'en',
'link': [ { 'URL': 'https://syndication.highwire.org/content/doi/10.1136/military-2022-002173',
'content-type': 'unspecified',
'content-version': 'vor',
'intended-application': 'similarity-checking'}],
'deposited': { 'date-parts': [[2022, 10, 24]],
'date-time': '2022-10-24T09:49:15Z',
'timestamp': 1666604955000},
'score': 1,
'resource': {'primary': {'URL': 'https://militaryhealth.bmj.com/lookup/doi/10.1136/military-2022-002173'}},
'subtitle': [],
'short-title': [],
'issued': {'date-parts': [[2022, 10, 6]]},
'references-count': 25,
'alternative-id': ['10.1136/military-2022-002173'],
'URL': 'http://dx.doi.org/10.1136/military-2022-002173',
'relation': {},
'ISSN': ['2633-3767', '2633-3775'],
'subject': ['General Medicine'],
'container-title-short': 'BMJ Mil Health',
'published': {'date-parts': [[2022, 10, 6]]}}