Rheumatoid Arthritis and the Risk of Cardiovascular Disease: Biomarkers Risk Prediction and Underlying Mechanisms
Rheumatoid Arthritis and the Risk of Cardiovascular Disease: Biomarkers Risk Prediction and Underlying Mechanisms
批准号:
10643971
负责人:
Daniel Hal Solomon
金额:
$74.63万
依托单位国家:
美国
项目类别:
财政年份:
2022
资助国家:
美国
项目状态:
未结题
起止时间:
2022-06-15 至 2026-05-31
关键词:
AftercareAtherosclerosisBasic ScienceBiological MarkersBlood Coagulation FactorBlood VesselsCalibrationCardiovascular DiseasesCellsCellular ImmunologyCellular Indexing of Transcriptomes and Epitopes by SequencingCharacteristicsClinicalClinical SciencesCohort StudiesComplementCross-Sectional StudiesDataData SetDiscriminationDiseaseEpidemiologyEquationEventFundingGene ExpressionGeneral PopulationGoalsImageImmuneIndividualInflammationInflammatoryLigandsLinkLipidsLiteratureLongevityMeasurableMeasuresMethodsModelingMorbidity - disease rateMyocardial InfarctionNational Institute of Arthritis, and Musculoskeletal, and Skin DiseasesOutcomePET/CT scanPathway interactionsPatient CarePatientsPerformancePeripheral Blood Mononuclear CellPhenotypePopulationProteinsProteomicsRandomized, Controlled TrialsReportingResearch PersonnelRheumatoid ArthritisRiskRunningSamplingSourceStrokeStructureSurfaceTestingTranslatingUnited States National Institutes of HealthVisitarthritis registrybiobankbiomarker discoverybiomarker panelbiomarker selectionbiomarker validationcardiovascular disorder riskcell typecohortcytokineexperiencefluorodeoxyglucose positron emission tomographyhigh dimensionalityimprovedinsightlongitudinal analysispatient subsetsprogramsprospectiveprotein biomarkersrandomized, clinical trialsreceptorresponders and non-respondersrisk predictionrisk stratificationsingle-cell RNA sequencingtooltranscriptomicstreatment armuptakevascular inflammation
中文摘要
点击翻译按钮获取中文摘要
英文摘要
PROJECT ABSTRACT
Inflammation contributes substantially to atherosclerotic cardiovascular disease (CVD) in the general
population. Epidemiology, basic science and randomized clinical trial data support the importance of this
relationship. Patients with systemic inflammatory conditions, such as rheumatoid arthritis (RA), can provide
important insights into this relationship because of their more extreme systemic inflammatory phenotype.
Investigators have appreciated the elevated risk of CVD experienced by RA patients: the risk of MI and stroke
are both elevated in RA compared with the general population, contributing to a shortened lifespan. CVD risk
stratification in RA is imprecise and general population tools are not accurate. Most attempts at improving CVD
risk stratification have added clinical RA factors to existing population risk tools. Easily assessed protein
biomarkers would likely enhance CVD risk prediction. The literature strongly suggests relationships between >
20 biomarkers shared by RA and CVD. These relationships have never been studied systematically across
diseases. The overarching goal of this proposal is to identify protein biomarkers for CVD in RA patients,
leveraging the structure of a controlled trial and rigorous methods for deriving and validating a risk score. We
complement the robust biomarker analyses with high-dimensional cellular immuneprofiling, which has the
potential to link specific cell types mechanistically to protein biomarkers and to identify new cellular biomarkers.
We conducted a randomized controlled trial, the TARGET trial, to examine whether specific treatments
for RA produce reductions in CV risk as measured by FDG PET/CT. This trial, funded by NIH (U01 AR068043)
allowed us to prospectively characterize RA patients, collect biospecimens before and after treatment, and
conduct baseline and 24-week FDG PET/CT scans to assess vascular inflammation. Analyses are still ongoing
to determine whether different RA treatments translate into differential changes in CV risk. We propose to
leverage the TARGET study cohort, dataset and biorepository for the following aims. Aim 1: To use a
comprehensive biomarker panel to derive and validate a CV risk score for patients with RA. The TARGET trial
provides biospecimens, patient phenotypes, and a broad biomarker discovery panel that will have been run as
an in-kind donation. We hypothesize that adding biomarkers to the Pooled Cohort Equation and variables
related to RA disease activity will significantly improve prediction of CV outcomes in RA patients. Aim 2: To
elucidate cellular immune mechanisms linking RA and CVD through scRNA-seq profiling. We will use single
cell transcriptomic and surface proteomics (CITE-seq) to study PBMCs from a subset of TARGET patients,
including both responders and non-responders based on FDG PET/CT, to identify circulating immune cell
populations associated with CV risk and CV biomarkers. We hypothesize that specific immune cell populations
will associate with CV risk at baseline and will decrease in abundance or activation state after treatment in
parallel with CV risk. Further, these treatments will differ in their effects on relevant cell populations.
期刊论文(1)
专著(0)
科研奖励(0)
会议论文
Rheumatoid Arthritis and the Risk of Cardiovascular Disease: Biomarkers Risk Prediction and Underlying Mechanisms
-
批准号:10416473
-
项目类别:
-
资助金额:$68.32万
-
财政年份:2022
-
负责人:Daniel Hal Solomon
-
依托单位:
VERITY: Value and Evidence in Rheumatology using bioInformaTics, and advanced analYtics
-
批准号:9768189
-
项目类别:
-
资助金额:$89.49万
-
财政年份:2017
-
负责人:Daniel Hal Solomon
-
依托单位:
VERITY: Value and Evidence in Rheumatology using bioInformaTics, and advanced analYtics
-
批准号:10017653
-
项目类别:
-
资助金额:$89.39万
-
财政年份:2017
-
负责人:Daniel Hal Solomon
-
依托单位:
VERITY: Value and Evidence in Rheumatology using bioInformaTics, and advanced analYtics
-
批准号:10705645
-
项目类别:
-
资助金额:$89.11万
-
财政年份:2017
-
负责人:Daniel Hal Solomon
-
依托单位:
Administrative Core
-
批准号:10705713
-
项目类别:
-
资助金额:$30.16万
-
财政年份:2017
-
负责人:Daniel Hal Solomon
-
依托单位:
VERITY: Value and Evidence in Rheumatology using bioInformaTics, and advanced analYtics
-
批准号:9413618
-
项目类别:
-
资助金额:$90.75万
-
财政年份:2017
-
负责人:Daniel Hal Solomon
-
依托单位:
VERITY: Value and Evidence in Rheumatology using bioInformaTics, and advanced analYtics
-
批准号:10251973
-
项目类别:
-
资助金额:$88.87万
-
财政年份:2017
-
负责人:Daniel Hal Solomon
-
依托单位:
Administrative Core
-
批准号:10251977
-
项目类别:
-
资助金额:$30.84万
-
财政年份:2017
-
负责人:Daniel Hal Solomon
-
依托单位:
Administrative Core
-
批准号:10017666
-
项目类别:
-
资助金额:$31.27万
-
财政年份:2017
-
负责人:Daniel Hal Solomon
-
依托单位:
Towards Evidence-Based Monitoring of Low Dose Methotrexate: CIRT Ancillary Study
-
批准号:9272426
-
项目类别:
-
资助金额:$84.03万
-
财政年份:2014
-
负责人:Daniel Hal Solomon
-
依托单位:
Towards Evidence-Based Monitoring of Low Dose Methotrexate: CIRT Ancillary Study
-
批准号:8760929
-
项目类别:
-
资助金额:$69.39万
-
财政年份:2014
-
负责人:Daniel Hal Solomon
-
依托单位:
Rheumatic expertise expanded access to improve community health REACH-RA
-
批准号:8293775
-
项目类别:
-
资助金额:$37.59万
-
财政年份:2012
-
负责人:Daniel Hal Solomon
-
依托单位:
Hydroxychloroquine to Improve Insulin Sensitivity in Rheumatoid Arthritis
-
批准号:8013621
-
项目类别:
-
资助金额:$20.57万
-
财政年份:2010
-
负责人:Daniel Hal Solomon
-
依托单位:
Hydroxychloroquine to Improve Insulin Sensitivity in Rheumatoid Arthritis
-
批准号:7774466
-
项目类别:
-
资助金额:$17.36万
-
财政年份:2010
-
负责人:Daniel Hal Solomon
-
依托单位:
Modifiable Disparities in Treatment for Rheumatoid Arthritis
-
批准号:7690625
-
项目类别:
-
资助金额:$36.3万
-
财政年份:2009
-
负责人:Daniel Hal Solomon
-
依托单位:
Osteonecrosis of the Jaw in Non-Cancer Patients Using Bisphosphonates
-
批准号:7659840
-
项目类别:
-
资助金额:$26.68万
-
财政年份:2009
-
负责人:Daniel Hal Solomon
-
依托单位:
Modifiable Disparities in Treatment for Rheumatoid Arthritis
-
批准号:8116558
-
项目类别:
-
资助金额:$58.48万
-
财政年份:2009
-
负责人:Daniel Hal Solomon
-
依托单位:
Modifiable Disparities in Treatment for Rheumatoid Arthritis
-
批准号:7891330
-
项目类别:
-
资助金额:$38.42万
-
财政年份:2009
-
负责人:Daniel Hal Solomon
-
依托单位:
Modifiable Disparities in Treatment for Rheumatoid Arthritis
-
批准号:8298604
-
项目类别:
-
资助金额:$58.34万
-
财政年份:2009
-
负责人:Daniel Hal Solomon
-
依托单位:
Estimating and Communicating Risk about Biologic DMARDs for Rheumatoid Arthritis
-
批准号:8278595
-
项目类别:
-
资助金额:$15.03万
-
财政年份:2008
-
负责人:Daniel Hal Solomon
-
依托单位:
海外基金