Evidence map›Paper›PMID 41721335›Full record

ArticleBMC public health2026

Ultra processed food consumption and nutrients adequacy among cancer survivors in Lebanon.

Remie El Helou, Bernard Srour, Ruba Hadla, Riwa Azar, Ziyad R Mahfoud, Mathilde Touvier, Sally Temraz, Jana Jabbour

Abstract read
In one paragraph

Article in BMC public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Review
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

8 authors.

Remie El HelouDepartment of Nutrition, School of Arts and Sciences, Lebanese American University, Beirut, Lebanon.
Bernard SrourNutritional Epidemiology Research Team (EREN), Université Sorbonne Paris Nord and Université Paris Cité, INSERM, INRAE, CNAM, Center of Research in Epidemiology and StatisticS (CRESS), Bobigny, France.
Ruba HadlaDepartment of Medical Center IT Applications, American University of Beirut, Beirut, Lebanon.
Riwa AzarDepartment of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon.
Ziyad R MahfoudDepartment of Medical Education, Weill Cornell Medicine, Doha, Qatar.
Mathilde TouvierNutritional Epidemiology Research Team (EREN), Université Sorbonne Paris Nord and Université Paris Cité, INSERM, INRAE, CNAM, Center of Research in Epidemiology and StatisticS (CRESS), Bobigny, France.
Sally TemrazDepartment of Internal Medicine, American University of Beirut Medical Center, Beirut, Lebanon. st29@aub.edu.lb.
Jana JabbourDepartment of Nutrition, School of Arts and Sciences, Lebanese American University, Beirut, Lebanon. jana.jabbour@lau.edu.lb.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Evidence on the impact of ultra-processed food (UPF) intake on diet quality among cancer survivors remains limited. This study examined UPF consumption and nutrient intake adequacy among cancer survivors in Lebanon.In this cross-sectional study, adult cancer survivors in remission for at least three months were recruited from two medical centers. Dietary intake was assessed using a validated food frequency questionnaire (FFQ), and food items were categorized according to the NOVA classification. Nutrient adequacy ratio (NAR) and mean adequacy ratio (MAR) were calculated. Participant characteristics, nutrient adequacy, and macronutrient intakes were compared across UPF quartiles using Chi-square tests, and ANOVA. Logistic regression was performed to identify predictors of nutrient inadequacy.The study included 268 participants (mean age: 59 years; 83% female). UPF accounted for 8 ± 7% of total food weight and 17.5 ± 11% of energy intake. Most participants did not meet requirements for potassium (95%), vitamin A (87%), and vitamin D (99%) with mean intakes of 2,527 ± 1236 mg, 350 ± 175 Retinol Activity Equivalents, and 0.8 ± 1.2 µg, respectively. Higher UPF intake was significantly associated with higher energy (p < 0.001), carbohydrate (p < 0.001), protein (p = 0.017), fat (p < 0.001), and saturated fat intake (p < 0.001), and with lower vitamin C adequacy (p = 0.02). In multivariable analysis, higher education predicted lower odds of nutrient inadequacy (AOR = 0.26, 95% CI: 0.1–0.65, p = 0.004), while UPF intake did not.Despite the relatively low UPF contribution, significant micronutrient inadequacies were observed among cancer survivors. These findings underscore the importance of integrating dietary counseling into cancer care to address nutrient gaps and promote healthier food choices.

Indexed as

Cancer SurvivorsDietFast FoodsNutrientsAdultAgedCross-Sectional StudiesFemaleFood, ProcessedHumansLebanonMaleMiddle AgedCancer survivorsDiet adequacyDiet qualityLebanonUltra processed food

Identifiers

PMID41721335
PMCPMC13032219

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.