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Record W2968977972 · doi:10.1016/j.eclinm.2019.08.004

Diet and COPD: Are we what we eat?

2019· article· en· W2968977972 on OpenAlexaffabout
Don D. Sin

Bibliographic record

VenueEClinicalMedicine · 2019
Typearticle
Languageen
FieldMedicine
TopicChronic Obstructive Pulmonary Disease (COPD) Research
Canadian institutionsSt. Paul's HospitalUniversity of British Columbia
Fundersnot available
KeywordsMedicineCOPDLife expectancyCause of deathScopusDiseasePopulationBurden of diseaseGlobal healthAsthmaPulmonary diseaseMortality rateGerontologyMEDLINEEnvironmental healthPublic healthInternal medicinePathology

Abstract

fetched live from OpenAlex

Chronic obstructive pulmonary disease (COPD) is a global epidemic that requires urgent attention and action. In the United States, COPD is the 2nd leading causing disability and worldwide, it is the 6th leading cause of death [[1]DALYs GBD Collaborators HGlobal, regional, and national disability-adjusted life-years (DALYs) for 359 diseases and injuries and healthy life expectancy (HALE) for 195 countries and territories, 1990-2017: a systematic analysis for the global burden of disease study 2017.Lancet. 2018; 392: 1859-1922Summary Full Text Full Text PDF PubMed Scopus (1606) Google Scholar]. The Global Burden of Disease (GBD) group projects that by 2040 COPD will become the 4th leading cause of mortality largely owing to continued increases in its prevalence and successful treatment (or prevention) of other common competing causes of morbidity and mortality such as cancer and cardiovascular diseases [[2]Khakban A. Sin D.D. FitzGerald J.M. et al.Ten-year trends in direct costs of COPD: a population-based study.Chest. 2015; 148: 640-646Summary Full Text Full Text PDF PubMed Scopus (56) Google Scholar]. Although rates of cigarette smoking, the leading risk factor for COPD, have decreased dramatically in most industrialized countries over the past two decades, paradoxically the COPD prevalence has increased by nearly 50% since 2007 [[3]Collaborators GBDCRDGlobal, regional, and national deaths, prevalence, disability-adjusted life years, and years lived with disability for chronic obstructive pulmonary disease and asthma, 1990-2015: a systematic analysis for the global burden of disease study 2015.Lancet Respir Med. 2017; 5: 691-706Summary Full Text Full Text PDF PubMed Scopus (1381) Google Scholar] and is expected to increase by another 50% over the next two decades [[2]Khakban A. Sin D.D. FitzGerald J.M. et al.Ten-year trends in direct costs of COPD: a population-based study.Chest. 2015; 148: 640-646Summary Full Text Full Text PDF PubMed Scopus (56) Google Scholar]. Why? While it is well known that anthropometric measures such as low body mass index (BMI) increase the risk of COPD, dietary factors related to obesity (or cachexia) have not been adequately explored [[4]Vogelmeier C.F. Criner G.J. Martinez F.J. et al.Global strategy for the diagnosis, management, and prevention of chronic obstructive lung disease 2017 report: GOLD executive summary.Eur Respir J. 2017; 49Crossref Scopus (505) Google Scholar]. In this issue of EClinicalMedicine Varraso and colleagues [[5]Varraso R. Dumas O. Boggs K.M. Willett W.C. Speizer F.E. Camargo C.J. Processed meat intake and risk of chronic obstructive pulmonary disease among middle-aged women.EClinicalMedicine. 2019; 14: 88-95Summary Full Text Full Text PDF PubMed Scopus (9) Google Scholar] ascertained the dietary patterns of 116,429 female registered nurses, between the ages of 25–44 years, who participated in the Nurses' Health Study II (NHSII) [[5]Varraso R. Dumas O. Boggs K.M. Willett W.C. Speizer F.E. Camargo C.J. Processed meat intake and risk of chronic obstructive pulmonary disease among middle-aged women.EClinicalMedicine. 2019; 14: 88-95Summary Full Text Full Text PDF PubMed Scopus (9) Google Scholar]. The study began in 1989 and completed the last follow-up in 2017 accumulating over 2.2 million person-years of follow-up time during this interval. The investigators found that regular intake (≥1 serving/week) of processed meat increased the risk of incident COPD by 140%. Adjustments for age and smoking, the two most important risk factors for COPD, reduced the excess risk by half to 70%. What was most striking was the synergy of regular intake of processed meat with cigarette smoking and unhealthy diet in amplifying the risk of incident COPD. Individuals who had all 3 risk factors (regular intake of processed meat, cigarette smoking, and unhealthy diet) had a 7.8 fold increase in the risk of COPD; whereas those with only 2 of these 3 risk factors experienced a 1.9 fold higher risk and those with only one risk factor had a 28% increase in the risk. These data are consistent with a “multiple hit” hypothesis of COPD, which suggests that COPD only occurs in the presence of 2 or more major risk factors (e.g. advanced age and cigarette smoking) [[4]Vogelmeier C.F. Criner G.J. Martinez F.J. et al.Global strategy for the diagnosis, management, and prevention of chronic obstructive lung disease 2017 report: GOLD executive summary.Eur Respir J. 2017; 49Crossref Scopus (505) Google Scholar]. There were many strengths to this study including its large sample size, the long follow-up time with very few drop-outs and a relatively narrow distribution of socioeconomic status (SES) (as all were registered nurses), another well-established risk factor for COPD, which reduced the “noise” of the findings. There were also some limitations. As with all observational studies, there may have been unmeasured (e.g. air pollution) or inadequately measured factors (e.g. daily smoking amount, depth of inhalation, content of cigarettes) that could have distorted the results. However, it was reassuring that inclusion of many covariates including smoking, age, BMI and others did not explain away the strong association between regular intake of processed meat and the risk of COPD. Further, the clear monotonic dose–response between number of risk factors and incidence of COPD (Fig. 1 of Varraso's paper [[5]Varraso R. Dumas O. Boggs K.M. Willett W.C. Speizer F.E. Camargo C.J. Processed meat intake and risk of chronic obstructive pulmonary disease among middle-aged women.EClinicalMedicine. 2019; 14: 88-95Summary Full Text Full Text PDF PubMed Scopus (9) Google Scholar]) enhances the confidence that the findings were real and not spurious. The findings of Varraso's study are important for several reasons. Most of the major established risk factors are non-modifiable (e.g. age and genes) or very difficult to quickly modify (e.g. SES class). Dietary factors, on the other hand, are readily mutable. The present study suggests that individuals at risk for COPD (or who have COPD) should avoid (or significantly reduce) their intake of processed meats and replace it with “heathier” food items such as whole grains, polyunsaturated fatty acids, nuts, and long chain omega-3 fats. A previous study by the same group suggests that COPD patients and at risk individuals should also avoid refined grains and sugar sweetened drinks in their daily diet [[6]Varraso R. Chiuve S.E. Fung T.T. et al.Alternate healthy eating index 2010 and risk of chronic obstructive pulmonary disease among US women and men: prospective study.Bmj. 2015; 350: h286Crossref PubMed Scopus (105) Google Scholar]. What are the proposed biological mechanisms for these recommendations? While the answers to this important question were beyond the purview of the present, it is now well-established that processed meat contains high concentrations of nitrites, advanced glycation end-products (AGEs), and other contents, which promote oxidative stress and inflammation in the host. Nitrites do this by generating strong reactive nitrogen species such as peroxynitrites; while AGEs promote inflammation by engaging pattern recognition receptors and activating nuclear factor kappa b (NF-kB), which controls transcription of pro-inflammatory cytokines, such as interleukin (IL) 1, IL-6, tumor necrosis factor (TNF) and others [[7]White D.L. Collinson A. Red meat, dietary heme iron, and risk of type 2 diabetes: the involvement of advanced lipoxidation endproducts.Adv Nutr. 2013; 4: 403-411Summary Full Text Full Text PDF PubMed Scopus (42) Google Scholar]. Lungs are particularly vulnerable to the effects of oxidant stress and inflammation because they are constantly exposed to microbes and environmental toxins that stimulate the host immune system. Specific to AGEs, the lungs are particularly susceptible to their effects as lungs have the highest expression for their receptor, the receptor for AGE (RAGE) [[8]The human protein atlas.https://www.proteinatlas.org/search/receptor+of+advanced+glycation+productGoogle Scholar], which activates their pro-inflammatory and pro-oxidant pathways. Polymorphisms in the gene encoding for RAGE have been strongly linked with risk of COPD in genome-wide association studies (GWASs) [[9]Hancock D.B. Eijgelsheim M. Wilk J.B. et al.Meta-analyses of genome-wide association studies identify multiple loci associated with pulmonary function.Nat Genet. 2010; 42: 45-52Crossref PubMed Scopus (477) Google Scholar]. Clinical and public health implications of the present study are clear: processed meat and an “unhealthy” diet in general are bad for the lungs and predispose individuals to chronic lung disease such as COPD, probably because they are pro-oxidant and pro-inflammatory. Those living in poor neighborhoods with low disposal income, who are vulnerable to COPD, have on average a higher consumption of processed meat and eat unhealthy diets than those in higher SES. Worldwide, the average per capita consumption of meat and processed meat in particular is rising exponentially, especially in middle-income countries, which are now adopting a more “Western” diet [[10]Godfray H.C.J. Aveyard P. Garnett T. et al.Meat consumption, health, and the environment.Science. 2018; 361: eaam5324Crossref PubMed Scopus (670) Google Scholar]. The strongest epidemiological evidence for the adverse impact of this trend is observed in the escalating incidence of colorectal cancer. The findings of Varraso's study suggest that we can add COPD to this list of adverse effects of unhealthy diet. The good news is that (unhealthy) diet is modifiable and we should encourage our patients to eat less processed meat and sweets and more grains and fruit. DDS conceived the paper and wrote it. None. DDS holds the De Lazzari Family Chair at HLI and a Tier 1 Canada Research Chair in COPD. DDS has received research funding from AstraZeneca (AZ), Boehringer Ingelheim (BI), Merck and has received honoraria for sitting on advisory boards of AZ, BI, Regeneron, Sanofi-Aventis and Novartis and for speaking engagements from AZ, BI, and Novartis. Dr. Sin reports grants from Merck, personal fees from Sanofi-Aventis, personal fees from Regeneron, grants and personal fees from Boehringer Ingelheim, grants and personal fees from AstraZeneca, personal fees from Novartis, outside the submitted work. Processed Meat Intake and Risk of Chronic Obstructive Pulmonary Disease among Middle-aged WomenProcessed meat intake was associated with elevated risk of developing COPD in middle-aged women, especially in presence of other high-risk lifestyle factors (smoking, unhealthy diet). Full-Text PDF Open Access

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Insufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.192
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0050.001

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.045
GPT teacher head0.364
Teacher spread0.319 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations2
Published2019
Admission routes2
Has abstractyes

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