Evidence mapPaperPMID 42299532Full record

ArticleMedicine2026

Poor carbohydrate quality is associated with impaired lung function: A population-based cross-sectional analysis.

Kaida Hou, Qing Qiao

Abstract read
In one paragraph

Article in Medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Kaida HouDepartment of Thoracic Surgery, Gongli Hospital of Shanghai Pudong New Area, Shanghai, China.
Qing QiaoDepartment of Thoracic Surgery, Gongli Hospital of Shanghai Pudong New Area, Shanghai, China.ORCID 0009-0001-8549-1210

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Diet quality, particularly carbohydrate composition, may influence lung function; however, population-based evidence remains limited. This study aimed to examine the association between carbohydrate quality, assessed by the carbohydrate-to-fiber (CH:Fiber) ratio, and pulmonary function in U.S. adults. In fully adjusted models, each unit increase in CH:Fiber ratio was associated with lower forced vital capacity (FVC) (β = -0.03 L, 95% CI: -0.04 to - 0.02, P <.001) and FEV1 (β = -0.02 L, 95% CI: -0.03 to - 0.01, P <.001). Associations with peak expiratory flow and FEF25% to 75% were weaker but directionally consistent. Stronger inverse associations were observed among older adults, current smokers, and individuals with chronic bronchitis. Poor carbohydrate quality, indicated by a higher CH:Fiber ratio, is independently associated with lower lung function in U.S. adults. Diets emphasizing fiber-rich carbohydrate sources may support respiratory health. Future prospective studies and dietary intervention trials are needed to clarify causal relationships and elucidate the biological mechanisms linking carbohydrate quality to pulmonary function. We analyzed data from 11,414 adults aged ≥ 18 years from National Health and Nutrition Examination Survey 2007 to 2012 with valid dietary and spirometry data. Dietary intake was assessed using 24-hour recalls, and CH:Fiber ratio was calculated as total carbohydrate (g/day) divided by total dietary fiber (g/day). Lung function outcomes included FEV1, FVC, FEV1/FVC ratio, peak expiratory flow, and FEF25% to 75%. Multivariable linear regression models were applied, with subgroup and interaction analyses performed.

Indexed as

Dietary CarbohydratesDietary FiberLungAdultAgedCross-Sectional StudiesFemaleForced Expiratory VolumeHumansMaleMiddle AgedRespiratory Function TestsSmokingUnited StatesVital CapacityDietary CarbohydratesDietary Fibercarbohydrate qualitydietary fiberlung functionNHANESpulmonary health

Identifiers

PMID42299532
PMCPMC13268559

What Socratic holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.