# Association of fat quality index with head and neck cancer risk: results from a prospective study

**Authors:** Ziyao Zeng, Linghai Zeng, Yi Xiao, Yahui Jiang, Yuxiang Luo, Linglong Peng, Yaxu Wang, Yunhao Tang

PMC · DOI: 10.3389/fnut.2026.1737854 · Frontiers in Nutrition · 2026-02-16

## TL;DR

A higher fat quality index is linked to a lower risk of head and neck cancer, even when total fat intake is high.

## Contribution

This study is the first to show that fat quality, not just quantity, affects head and neck cancer risk.

## Key findings

- Higher FQI reduced overall HNC risk by 38% in the highest quartile compared to the lowest.
- Laryngeal cancer showed the strongest association with FQI, with a 57% lower risk in the highest quartile.
- MUFA and PUFA were inversely linked to HNC, while SFA and TFA showed no significant association.

## Abstract

As head and neck cancer (HNC) incidence rises, prevention demands attention to diet. Yet most studies emphasize total fat intake while overlooking fat quality. To address this gap, we examined the association between fat quality index (FQI) and HNC risk.

A total of 98,560 participants were included in this study. Hazard ratios (HR) with 95% CIs for overall HNC were estimated using multivariable Cox models. Site-specific analyses were conducted, and fatty-acid components were evaluated. Effect modification was tested across prespecified subgroups. A joint analysis combined FQI tertiles with percent energy from fat. Robustness was assessed through multiple sensitivity analyses.

Over a median 8.8 years, 267 HNC cases occurred. Higher FQI significantly reduced overall HNC risk (fully adjusted HR for Quartile 4 vs. Quartile 1: 0.62; 95% CI, 0.42–0.91; P-trend = 0.011), demonstrating a linear inverse dose–response. Findings were consistent across subgroups and sensitivity analyses. By subsite, associations were strongest for laryngeal cancer (HR for Q4 vs. Q1: 0.43; 95% CI: 0.21–0.88). The joint analysis revealed that higher FQI was associated with lower HNC risk even among individuals with high total fat intake (HR = 0.36; 95% CI: 0.21–0.59), with no significant interaction observed. Higher Monounsaturated fatty acids (MUFA) and polyunsaturated fatty acids (PUFA) intakes were inversely associated with HNC, whereas Saturated fatty acids (SFA) and Trans fatty acids (TFA) were not.

Higher FQI is associated with lower HNC incidence, independent of total fat intake. These findings highlight that prioritizing dietary fat quality over quantity may be a critical strategy for HNC primary prevention.

## Linked entities

- **Diseases:** head and neck cancer (MONDO:0005627)

## Full-text entities

- **Genes:** NFKB1 (nuclear factor kappa B subunit 1) [NCBI Gene 4790] {aka CVID12, EBP-1, KBF1, NF-kB, NF-kB1, NF-kappa-B1}
- **Diseases:** inflammation (MESH:D007249), HNC (MESH:D006258), diabetes (MESH:D003920), Cancer (MESH:D009369), obesity (MESH:D009765), oral squamous cell carcinoma (MESH:D000077195), laryngeal cancer (MESH:D007822), death (MESH:D003643), carcinogenic (MESH:D011230), nasal cavity and middle ear cancer (MESH:D004428), cancers of the oral cavity and pharynx (MESH:D010610), cardiovascular disease (MESH:D002318), ovarian cancer (MESH:D010051), underweight (MESH:D013851), Prostate, Lung, (MESH:D011472), Colorectal, and Ovarian (MESH:D010049)
- **Chemicals:** fat (MESH:D005223), TFA (MESH:D044242), PUFA (MESH:D005231), 1HR (-), olive oil (MESH:D000069463), MUFA (MESH:D005229), Saturated fatty acids (MESH:D005227), carbohydrate (MESH:D002241), TFAs (MESH:D014269), alcohol (MESH:D000438)
- **Species:** Nicotiana tabacum (American tobacco, species) [taxon 4097], Homo sapiens (human, species) [taxon 9606]
- **Mutations:** V600E

## Full text

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## Figures

4 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12950543/full.md

## References

42 references — full list in the complete paper: https://tomesphere.com/paper/PMC12950543/full.md

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Source: https://tomesphere.com/paper/PMC12950543