Association Between Cumulative Low-Density Lipoprotein Cholesterol Exposure During Young Adulthood and Middle Age and Risk of Cardiovascular Events
Open accessAbstract
Importance: Low-density lipoprotein cholesterol (LDL-C) is a major risk factor for cardiovascular disease (CVD). Most observational studies on the association between LDL-C and CVD have focused on LDL-C level at a single time point (usually in middle or older age), and few studies have characterized long-term exposures to LDL-C and their role in CVD risk. Objective: To evaluate the associations of cumulative exposure to LDL-C, time-weighted average (TWA) LDL-C, and the LDL-C slope change during young adulthood and middle age with incident CVD later in life. Design, Setting, and Participants: This cohort study analyzed pooled data from 4 prospective cohort studies in the US (Atherosclerosis Risk in Communities Study, Coronary Artery Risk Development in Young Adults Study, Framingham Heart Study Offspring Cohort, and Multi-Ethnic Study of Atherosclerosis). Participants were included if they had 2 or more LDL-C measures that were at least 2 years apart between ages 18 and 60 years, with at least 1 of the LDL-C measures occurring during middle age at 40 to 60 years. Data from 1971 to 2017 were collected and analyzed from September 25, 2020, to January 10, 2021. Exposures: Cumulative exposure to LDL-C, TWA LDL-C, and LDL-C slope from age 18 to 60 years. Main Outcomes and Measures: Incident coronary heart disease (CHD), ischemic stroke, and heart failure (HF). Results: A total of 18 288 participants were included in this study. These participants had a mean (SD) age of 56.4 (3.7) years and consisted of 10 309 women (56.4%). During a median follow-up of 16 years, 1165 CHD, 599 ischemic stroke, and 1145 HF events occurred. In multivariable Cox proportional hazards regression models that adjusted for the most recent LDL-C level measured during middle age and for other CVD risk factors, the hazard ratios for CHD were as follows: 1.57 (95% CI, 1.10-2.23; P for trend = .01) for cumulative LDL-C level, 1.69 (95% CI, 1.23-2.31; P for trend <.001) for TWA LDL-C level, and 0.88 (95% CI, 0.69-1.12; P for trend = .28) for LDL-C slope. No association was found between any of the LDL-C variables and ischemic stroke or HF. Conclusions and Relevance: This cohort study showed that cumulative LDL-C and TWA LDL-C during young adulthood and middle age were associated with the risk of incident CHD, independent of midlife LDL-C level. These findings suggest that past levels of LDL-C may inform strategies for primary prevention of CHD and that maintaining optimal LDL-C levels at an earlier age may reduce the lifetime risk of developing atherosclerotic CVD.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
There is a strong, dose-dependent relationship between LDL-C levels and ASCVD incidence.
“Evidence from prospective longitudinal cohort studies and Mendelian randomization support a strong, dose-dependent relationship between LDL-C levels and ASCVD incidence [2, 3].”
From Targeting Triglycerides in Cardiovascular Disease Prevention: Evidence, Mechanisms, and Emerging Therapies (2026) · cites this paper as [3]
The Discussion reports a dose-response association between cumulative LDL-C exposure and coronary heart disease (CHD) risk, and the Results show higher CHD risk across LDL-C exposure quartiles. The claim is broader than this paper’s finding: the Results report no association between the LDL-C measures and ischemic stroke, another ASCVD outcome. (LLM, conf=0.86)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Grundy, S. M., Stone, N. J., Bailey, A. L., Beam, C., Birtcher, K. K., Blumenthal, R. S., Braun, L. T., de Ferranti, S., Faiella-Tommasino, J., Forman, D. E., et al. (2019) · Circulation · doi:10.1161/cir.0000000000000625 · Cited by 6,185 · see citing works
Self-citationFerence, B. A., Ginsberg, H. N., Graham, I., Ray, K. K., Packard, C. J., Bruckert, E., Hegele, R. A., Krauss, R. M., Raal, F. J., Schunkert, H., et al. (2017) · European Heart Journal · doi:10.1093/eurheartj/ehx144 · Cited by 3,962 · see citing works
Schafer, J. L. (1999) · Statistical Methods in Medical Research · doi:10.1177/096228029900800102 · Cited by 3,949 · see citing works
Multi-Ethnic Study of Atherosclerosis: Objectives and Design
Bild, D. E. (2002) · American Journal of Epidemiology · doi:10.1093/aje/kwf113 · Cited by 3,942 · see citing works
THE ATHEROSCLEROSIS RISK IN COMMUNIT (ARIC) STUDY: DESIGN AND OBJECTIVES
THE ARIC INVESTIGATORS (1989) · American Journal of Epidemiology · doi:10.1093/oxfordjournals.aje.a115184 · Cited by 3,491 · see citing works
(1989) · PubMed · Cited by 3,139 · see citing works
Eckel, R. H., Jakicic, J. M., Ard, J. D., de Jesus, J. M., Miller, N. H., Hubbard, V. S., Lee, I.-M., Lichtenstein, A. H., Loria, C. M., Millen, B. E., et al. (2014) · Circulation · doi:10.1161/01.cir.0000437740.48606.d1 · Cited by 2,261 · see citing works
Cardia: study design, recruitment, and some characteristics of the examined subjects
FRIEDMAN, G. D., Cutter, G., Donahue, R. P., Hughes, G. H., Hulley, S. B., Jacobs, D. R., Liu, K., & Savage, P. J. (1988) · Journal of Clinical Epidemiology · doi:10.1016/0895-4356(88)90080-7 · Cited by 1,689 · see citing works
Self-citationTabas, I., Williams, K. J., & Borén, J. (2007) · Circulation · doi:10.1161/circulationaha.106.676890 · Cited by 1,399 · see citing works
A Century of Cholesterol and Coronaries: From Plaques to Genes to Statins
Goldstein, J. L., & Brown, M. S. (2015) · Cell · doi:10.1016/j.cell.2015.01.036 · Cited by 1,233 · see citing works
The framingham offspring study. Design and preliminary data
Feinleib, M., Kannel, W. B., Garrison, R. J., McNamara, P. M., & Castelli, W. P. (1975) · Preventive Medicine · doi:10.1016/0091-7435(75)90037-7 · Cited by 931 · see citing works
Ference, B. A., Yoo, W., Alesh, I., Mahajan, N., Mirowska, K. K., Mewada, A., Kahn, J., Afonso, L., Williams, K. A., & Flack, J. M. (2012) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2012.09.017 · Cited by 898 · see citing works
Impact of Lipids on Cardiovascular Health
Ference, B. A., Graham, I., Tokgozoglu, L., & Catapano, A. L. (2018) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2018.06.046 · Cited by 511 · see citing works
Time Course of LDL Cholesterol Exposure and Cardiovascular Disease Event Risk
Domanski, M. J., Tian, X., Wu, C. O., Reis, J. P., Dey, A. K., Gu, Y., Zhao, L., Bae, S., Liu, K., Hasan, A. A., et al. (2020) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2020.07.059 · Cited by 411 · see citing works
Hyperlipidemia in Early Adulthood Increases Long-Term Risk of Coronary Heart Disease
Navar‐Boggan, A. M., Peterson, E. D., D’Agostino, R. B., Neely, B., Sniderman, A. D., & Pencina, M. J. (2015) · Circulation · doi:10.1161/circulationaha.114.012477 · Cited by 408 · see citing works
(2022) · Cineca Institutional Research Information System (Tor Vergata University) · doi:10.1161/circulationaha · Cited by 291 · see citing works
Zhang, Y., Vittinghoff, E., Pletcher, M. J., Allen, N. B., Hazzouri, A. Z. A., Yaffe, K. S., Balte, P., Alonso, Á., Newman, A. B., Ives, D. G., et al. (2019) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2019.03.529 · Cited by 239 · see citing works
Self-citationDuncan, M. S., Vasan, R. S., & Xanthakis, V. (2019) · Journal of the American Heart Association · doi:10.1161/jaha.118.011433 · Cited by 157 · see citing works
Cholesterol and Atherosclerotic Cardiovascular Disease: A Lifelong Problem
Gidding, S. S., & Allen, N. B. (2019) · Journal of the American Heart Association · doi:10.1161/jaha.119.012924 · Cited by 101 · see citing works
Self-citationPletcher, M. J., Vittinghoff, E., Thanataveerat, A., Bibbins-Domingo, K. B., & Moran, A. E. (2016) · PLoS ONE · doi:10.1371/journal.pone.0154288 · Cited by 82 · see citing works
Self-citation“Cholesterol-Years” for ASCVD Risk Prediction and Treatment
Shapiro, M. D., & Bhatt, D. L. (2020) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2020.08.004 · Cited by 61 · see citing works
Next Steps in Primary Prevention of Coronary Heart Disease
DOMANSKI, M. J., Fuster, V., Díaz‐Mitoma, F., Grundy, S. M., Lloyd‐Jones, D. M., Mamdani, M., Roberts, R. E., Thorpe, K. E., Hall, J., Udell, J. A., et al. (2015) · Journal of the American College of Cardiology · doi:10.1016/j.jacc.2015.08.857 · Cited by 50 · see citing works
Use of a pooled cohort to impute cardiovascular disease risk factors across the adult life course
Hazzouri, A. Z. A., Vittinghoff, E., Zhang, Y., Pletcher, M. J., Moran, A. E., Bibbins-Domingo, K. B., Golden, S. H., & Yaffe, K. S. (2018) · International Journal of Epidemiology · doi:10.1093/ije/dyy264 · Cited by 35 · see citing works
Self-citationBarbero (2014) · doi:10.1016/j · Cited by 1 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Heart Disease and Stroke Statistics—2023 Update: A Report From the American Heart Association
Tsao, C. W., Aday, A. W., Almarzooq, Z. I., Anderson, C. A. M., Arora, P., Avery, C. L., Baker-Smith, C. M., Beaton, A. Z., Boehme, A. K., Buxton, A. E., et al. (2023) · Circulation · doi:10.1161/cir.0000000000001123 · Cited by 8,300 · see citing works
Self-citation2026 ACC/AHA/AACVPR/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA Guideline on the Management of Dyslipidemia
Blumenthal, R. S., Morris, P. B., Gaudino, M., Johnson, H. M., Anderson, T. S., Bittner, V. A., Blankstein, R., Brewer, L. C., Cho, L., de Ferranti, S. D., et al. (2026) · JACC · doi:10.1016/j.jacc.2025.11.016 · Cited by 304 · see citing works
Self-citationWriting Committee Members, Blumenthal, R. S., Morris, P. B., Gaudino, M., Johnson, H. M., Anderson, T. S., Bittner, V. A., Blankstein, R., Brewer, L. C., Cho, L., et al. (2026) · Circulation · doi:10.1161/cir.0000000000001423 · Cited by 122 · see citing works
Alam, U., Mathai, S. V., Filtz, A., Kuno, T., Badimon, J. J., Sniderman, A. D., Virani, S. S., Toth, P. P., Shapiro, M. D., Lavie, C. J., et al. (2026) · Current Cardiology Reports · doi:10.1007/s11886-025-02337-1 · Cited by 4 · see citing works
- Authors
- Zhang, Y., Pletcher, M. J., Vittinghoff, E., Clemons, A. M., Jacobs, D. R., Allen, N. B., Alonso, A., Bellows, B. K., Oelsner, E. C., Zeki Al Hazzouri, A., Kazi, D. S., de Ferranti, S. D., & Moran, A. E.
- Affiliations
- Columbia University Irving Medical Center (US)
- University of California, San Francisco (US)
- Columbia University (US)
- University of Minnesota (US)
- Northwestern University (US)
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia
- Department of Epidemiology, Mailman School of Public Health, Columbia University, New York, New York
- Beth Israel Deaconess Medical Center (US)
- Department of Cardiology, Boston Children’s Hospital, Boston, Massachusetts
- Corresponding author
- Zhang, Yiyi
- ORCID
- Venue
- JAMA Cardiology
- Publisher
- American Medical Association (AMA)
- Published
- 2021-12-01
- Volume
- 6
- Issue
- 12
- Pages
- 1406
- ISSN
- 2380-6583 (ISSN-L)
- PMC
- PMC8459309
- OpenAlex
- W3200269653
- Cited by
- 257
- References
- 24
- Citations by year
- 2026: 77 · 2025: 67 · 2024: 47 · 2023: 40 · 2022: 21 · 2021: 4
- FWCI
- 26.28
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- JAMA Cardiology (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institutes of Health
- National Heart, Lung, and Blood Institute (K24HL148521, R01HL107475, K23HL130627, R01HL141823, R21HL129924)
- National Institute of Environmental Health Sciences (T32ES007322)
- Topics
- Health Sciences › Medicine › Surgery › Lipoproteins and Cardiovascular Health
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › Cardiovascular Health and Risk Factors
- Health Sciences › Medicine › Endocrinology, Diabetes and Metabolism › Diabetes, Cardiovascular Risks, and Lipoproteins
- Keywords
- LDL cholesterol, early adulthood, middle age (human life stage), cardiovascular risk, coronary artery disease, ischemic stroke, heart failure, incident cardiovascular events, atherosclerosis, dyslipidemia, cardiovascular risk factors, sex differences, LDL-C lowering therapy, statins, PCSK9
- MeSH terms
- Adolescent, Adult, Hypolipidemic Agents, Cardiovascular Diseases, Female, Follow-Up Studies, Humans, Cholesterol, LDL, Male, Middle Aged, Primary Prevention, Prognosis, Prospective Studies, Risk Factors, Time Factors, United States, Incidence, Risk Assessment, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review