Evidence map›Paper›PMID 41670561›Full record

ArticleJournal of the American College of Cardiology2026

Effect of Low-Carbohydrate and Low-Fat Diets on Metabolomic Indices and Coronary Heart Disease in U.S. Individuals.

Zhiyuan Wu, Binkai Liu, Xiaowen Wang, Hala Alessa, Oana A Zeleznik, A Heather Eliassen, Clary Clish, Molin Wang, Kenneth J Mukamal, Eric B Rimm and 3 more

Abstract read
In one paragraph

Article in Journal of the American College of Cardiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Nutrition Education in Medical School:Integrative medicine (Encinitas, Calif.) · 2026
    Article
  3. Observational
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

13 authors.

Zhiyuan WuDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.
Binkai LiuDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.
Xiaowen WangDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.
Hala AlessaDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Department of Public Health Practice, College of Public Health, Kuwait University, Shadadiya, Kuwait.
Oana A ZeleznikDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Channing Division of Network Medicine, Department of Medicine, Brigham & Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA.
A Heather EliassenDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Channing Division of Network Medicine, Department of Medicine, Brigham & Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA.
Clary ClishMetabolomics Platform, Broad Institute of MIT and Harvard, Cambridge, Massachusetts, USA.
Molin WangDepartment of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.
Kenneth J MukamalDepartment of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA.
Eric B RimmDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Channing Division of Network Medicine, Department of Medicine, Brigham & Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA.
Yang HuDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA.
Frank B HuDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Channing Division of Network Medicine, Department of Medicine, Brigham & Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA.
Qi SunDepartment of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, USA; Channing Division of Network Medicine, Department of Medicine, Brigham & Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA. Electronic address: qisun@hsph.harvard.edu.

Funding

Tumor and Circulating Markers as Links Between Obesity and Lethal Prostate CanceP50CA090381 · NCI · DANA-FARBER CANCER INSTITUTE · PI GARRAWAY, LEVI A. · 2002 to 2017
$36.2M
Life Course Cancer Epidemiology Cohort in WomenU01CA176726 · NCI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI ELIASSEN, A. HEATHER, WILLETT, WALTER C. · 2018 to 2025
$22.4M
Long Term Multidisciplinary Study of Cancer in Women: The Nurses Health StudyUM1CA186107 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI ELIASSEN, A. HEATHER, STAMPFER, MEIR · 2014 to 2023
$22.3M
Integrating lifecourse approaches, biologic and digital phenotypes in support of heart and lung disease epidemiologic researchU01HL145386 · NHLBI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI CHAVARRO, JORGE EDUARDO, MANSON, JOANN ELISABETH · 2019 to 2025
$17.8M
Cancer Epidemiology Cohort in Male Health ProfessionalsU01CA167552 · NCI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI Lorelei Mucci, Walter C. Willett · 2017 to 2026
$17.0M
RISK FACTORS FOR CVD IN WOMENR01HL034594 · NHLBI · TULANE UNIVERSITY OF LOUISIANA · PI JoAnn Elisabeth Manson, Lu Qi · 1985 to 2026
$13.8M
Dietary Etiology of Heart DiseaseR01HL035464 · NHLBI · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI ERIC B RIMM, Qi Sun · 1986 to 2026
$13.6M
Cancer Epidemiology Cohort in Male Health ProfessionalsUM1CA167552 · NCI · HARVARD SCHOOL OF PUBLIC HEALTH · PI WILLETT, WALTER C. · 2012 to 2016
$11.5M
BIOCHEMICAL MARKERS IN THE NURSES'HEALTH STUDY COHORTR01CA049449 · NCI · BRIGHAM AND WOMEN'S HOSPITAL · PI HANKINSON, SUSAN E · 1989 to 2008
$11.3M
Risk Factors for Ischemic Stroke in WomenR01HL088521 · NHLBI · BRIGHAM AND WOMEN'S HOSPITAL · PI REXRODE, KATHRYN M · 2008 to 2025
$9.9M
DIETARY PATTERNS AND RISK OF CARDIOVASCULAR DISEASER01HL060712 · NHLBI · HARVARD UNIVERSITY (SCH OF PUBLIC HLTH) · PI HU, FRANK B, QI, QIBIN · 1998 to 2021
$8.0M
Metabolomics Core for the Dietary Biomarkers Development Center at Harvard UniversityU2CDK129670 · NIDDK · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI SUN, QI · 2021 to 2025
$7.0M
NCI NIH HHS P50 CA090381NCI NIH HHS R01 CA049449NCI NIH HHS U01 CA049449NCI NIH HHS U01 CA167552NCI NIH HHS U01 CA176726NCI NIH HHS UM1 CA167552NCI NIH HHS UM1 CA186107NHLBI NIH HHS R01 HL034594NHLBI NIH HHS R01 HL035464NHLBI NIH HHS R01 HL060712NHLBI NIH HHS R01 HL088521NHLBI NIH HHS U01 HL145386NIA NIH HHS K24 AG065525NIDDK NIH HHS R01 DK120870NIDDK NIH HHS R01 DK126698NIDDK NIH HHS U2C DK129670NIEHS NIH HHS R01 ES022981NIEHS NIH HHS R01 ES036206
6 · The paper itself

Abstract

backgroundLow-carbohydrate diet (LCD) and low-fat diet (LFD) patterns are practiced by many in the United States, although their health effects, as well as the role of diet quality in the effects, are not fully understood.

objectivesThis study aimed to prospectively examine the associations of these diets, which emphasize different quantities and qualities of macronutrients, as well as their objective metabolomic indices, with coronary heart disease (CHD) risk in U.S. INDIVIDUALS:

methodsWe followed 42,720 men in the Health Professionals Follow-Up Study (HPFS) (1986-2016), 64,164 women in the Nurses' Health Study (NHS) (1986-2018), and 91,589 women in NHSII (1991-2019) for CHD incidence. Five LCD and 5 LFD indices were derived based on food frequency questionnaire (FFQ) assessments, each emphasizing different sources and qualities of macronutrients (animal products vs plant-based foods, whole grains vs refined carbohydrates, etc). Multimetabolite scores of LCD and LFD indices assessed using FFQ assessments were developed through elastic net regressions among 1,146 healthy participants in the lifestyle validation studies (LVS), substudies embedded in the NHS/NHSII/HPFS.

resultsDuring 5,248,916 person-years of follow-up, we documented 20,033 CHD cases. When comparing individuals with the highest LCD scores (emphasizing lower carbohydrate contents) and those with the lowest, the pooled multivariable-adjusted hazard ratios (95% CIs) for CHD were 1.05 (1.01-1.10) for overall LCD, 1.07 (1.02-1.12) for animal LCD, 0.94 (0.90-0.99) for vegetable LCD, 1.14 (1.09-1.20) for unhealthy LCD, and 0.85 (0.82-0.89) for healthy LCD. These estimates were 0.93 (0.89-0.98) for overall LFD, 0.94 (0.90-0.98) for animal LFD, 0.87 (0.83-0.91) for vegetable LFD, 1.12 (1.07-1.17) for unhealthy LFD, and 0.87 (0.83-0.91) for healthy LFD. The healthy versions of the LCD and LFD patterns were also linked to lower triglycerides, higher high-density lipoprotein cholesterol, and lower high-sensitivity C-reactive protein levels, as well as favorable metabolomic profiles, including increased 3-indolepropionic acid and decreased valine. Unhealthy patterns showed opposite associations. Multimetabolite scores of LCD and LFD indices were developed in the LVS (Spearman r = 0.57-0.68) and replicated in NHS, NHSII, and HPFS (r = 0.21-0.38). They showed associations with CHD risk highly consistent with those based on FFQ assessments.

conclusionsThese findings highlight the critical role of diet quality in determining health effects of low-carbohydrate and low-fat diets on CHD risk. The healthy versions of these diets may exert their health benefits through some common pathways that together entail favorable cardiovascular risk profile and lower CHD risk.

Indexed as

Coronary DiseaseDiet, Carbohydrate-RestrictedDiet, Fat-RestrictedAdultFemaleFollow-Up StudiesHumansMaleMetabolomicsMiddle AgedProspective StudiesUnited Statescoronary heart diseasediet qualitylow-carbohydrate dietlow-fat dietmetabolomics

Identifiers

PMID41670561
PMCPMC13464091

What Socratic holds

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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.