Why is the US result 1.10 but pooled 1.21, and what causes the gap?
Research question: Why does the US highest-versus-lowest quartile estimate (HR 1.10) differ from the pooled meta-analysis estimate (HR 1.21), and how much of that gap is explained by exposure definitions, comparison contrasts, or pooling choices across the primary studies?
The verified facts do not directly explain the gap between the 1.10 and 1.21 estimates, and they do not quantify how much of it comes from exposure definitions, comparison contrasts, or pooling choices. The 1.10 figure appears in the records as a hazard ratio per 10% increment in ultra-processed food consumption for all-cause mortality 6, not as a US highest-versus-lowest quartile estimate, and the only highest-versus-lowest hazard ratio reported for a related outcome is 1.15 for incident hypertension 3. The pooled estimate also varies across sources, with one meta-analysis reporting 1.29 for highest versus lowest all-cause mortality 2 and another reporting 1.22 with substantial heterogeneity (I² = 78.5%) 5. On exposure definitions, the highest-quartile group ate about three times as much ultra-processed food per day as the lowest group, a wide contrast that bears on how the top-versus-bottom estimate was framed 1, and the authors identify the lack of standardized UPF categorization as a key limitation 4. The newest fact is dated 2025 5, so it is over a year old as of October 2026.
Sources
"Participants in the highest quartile of UPFD consumption (Q4) consumed approximately 3 times as much UPFD per day (297 g/1000 kcal) compared to participants in the lowest quartile (Q1) (97 g/1000 kcal) (Table 1)."Different Levels of Ultraprocessed Food and Beverage Consumption and ...
"Compared with low consumption, highest consumption of UPF (RR = 1.29, 95% CI: 1.17, 1.42), sugar-sweetened beverages (RR = 1.11, 95% CI, 1.04, 1.18), artificially sweetened beverages (RR = 1.14, 95% CI, 1.05, 1.22), and processed meat/red meat (RR = 1.15, 95% CI, 1.10, 1.21) were significantly associated with increased risk of mortality."Association Between Ultra-Processed Food Intake and All-Cause Mortality: A Systematic Review and Meta-Analysis (2022)
"Participants in the highest quartile of ultra‐processed food consumption had 15% higher risk of incident hypertension than those in the lowest quartile ( hazard ratio [HR], 1.15 [95% CI, 1.08-1.23])."Ultra‐Processed Food Consumption and Risk of Incident Hypertension in ...
"Future studies are needed to address lack of standardized methods in UPF categorization."Association Between Ultra-Processed Food Intake and All-Cause Mortality: A Systematic Review and Meta-Analysis (2022)
"Highest UPF consumption was associated with a 22% increased risk of NAFLD compared to the lowest consumption (RR = 1.22, 95%CI: 1.14–1.31, p < 0.001), with significant heterogeneity ( I 2 = 78.5%; P heterogeneity < 0.001)."Ultra-processed foods and non-alcoholic fatty liver disease: an updated systematic review and dose–response meta-analysis
"10% increment in UPF consumption (HR = 1.10, 95% CI 1.04–1.16, I 2 = 91.0%, P heterogeneity < 0.01; Fig. 3)."(PDF) Ultra-processed foods and risk of all-cause mortality: an updated systematic review and dose-response meta-analysis of prospective cohort studies
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