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Opportunistic Assessment of Abdominal Aortic Calcification using Artificial Intelligence (AI) Predicts Coronary Artery Disease and Cardiovascular Events

Berger, Jeffrey S; Lyu, Chen; Iturrate, Eduardo; Westerhoff, Malte; Gyftopoulos, Soterios; Dane, Bari; Zhong, Judy; Recht, Michael; Bredella, Miriam A
BACKGROUND:Abdominal computed tomography (CT) is commonly performed in adults. Abdominal aortic calcification (AAC) can be visualized and quantified using artificial intelligence (AI) on CTs performed for other clinical purposes (opportunistic CT). We sought to investigate the value of AI-enabled AAC quantification as a predictor of coronary artery disease and its association with cardiovascular events. METHODS:A fully automated AI algorithm to quantify AAC from the diaphragm to aortic bifurcation using the Agatston score was retrospectively applied to a cohort of patient that underwent both non-contrast abdominal CT for routine clinical care and cardiac CT for coronary artery calcification (CAC) assessment. Subjects were followed for a median of 36 months for major adverse cardiovascular events (MACE, composite of death, myocardial infarction [MI], ischemic stroke, coronary revascularization) and major coronary events (MCE, MI or coronary revascularization). RESULTS:Our cohort included 3599 patients (median age 60 years, 62% male, 74% white) with an evaluable abdominal and cardiac CT. There was a positive correlation between presence and severity of AAC and CAC (r=0.56, P<0.001). AAC showed excellent discriminatory power for detecting or ruling out any CAC (AUC for PREVENT risk score 0.701 [0.683 to 0.718]; AUC for PREVENT plus AAC 0.782 [0.767 to 0.797]; P<0.001). There were 324 MACE, of which 246 were MCE. Following adjustment for the 10-year cardiovascular disease PREVENT score, the presence of AAC was associated with a significant risk of MACE (adjHR 2.26, 95% CI 1.67-3.07, P<0.001) and MCE (adjHR 2.58, 95% CI 1.80-3.71, P<0.001). A doubling of the AAC score resulted in an 11% increase in the risk of MACE and a 13% increase in the risk of MCE. CONCLUSIONS:Using opportunistic abdominal CTs, assessment of AAC using a fully automated AI algorithm, predicted CAC and was independently associated with cardiovascular events. These data support the use of opportunistic imaging for cardiovascular risk assessment. Future studies should investigate whether opportunistic imaging can help guide appropriate cardiovascular prevention strategies.
PMID: 40287120
ISSN: 1097-6744
CID: 5830962

Association Between Preoperative Platelet Count and Perioperative Cardiovascular Events after Noncardiac Surgery

Wilcox, Tanya; Smilowitz, Nathaniel R; Berger, Jeffrey S
BACKGROUND:Platelets are major players in the pathogenesis of cardiovascular events, and the number of circulating platelets in whole blood is routinely available in clinical testing. The relationship between the preoperative platelet count and major adverse cardiovascular events (MACE) after non-cardiac surgery is uncertain. METHODS:We identified adults age ≥18 years undergoing non-cardiac surgery from 2009 to 2015 from the National Surgical Quality Improvement Program. Pre-operative platelet counts within 90 days of surgery were recorded. Patients were prospectively followed for 30-days. The primary outcome was 30-day MACE (a composite of death, myocardial infarction [MI], or stroke). Multivariable logistic regression models estimated the association between platelet count and odds of postoperative outcomes. RESULTS:/L]). There was a U-shaped relationship between platelet count and MACE. The adjusted odds of MACE were elevated in mild(aOR 1.44, 95% CI 1.39-1.48) and moderate-severe thrombocytopenia (aOR 2.79, 95% CI 2.69-2.90), and in moderate (aOR 1.57, 95% CI 1.52-1.63) and severe (aOR 1.91, 95% CI 1.74-2.09) thrombocytosis. Findings were consistent for the individual endpoints of death, MI, and stroke. CONCLUSION/CONCLUSIONS:In adults undergoing non-cardiac surgery, pre-operative thrombocytopenia and thrombocytosis was identified in nearly 12% of cases and was associated with increased odds of cardiovascular events at 30 days.
PMID: 40268273
ISSN: 1538-7836
CID: 5830362

Tetraspanin CD37 regulates platelet hyperreactivity and thrombosis

Sowa, Marcin A; Hannemann, Carmen; Pinos Cabezas, Ivan; Ferreira, Elissa; Biwas, Bharti; Dai, Min; Corr, Emma M; Cornwell, Macintosh G; Drenkova, Kamelia; Lee, Angela H; Spruill, Tanya; Reynolds, Harmony R; Hochman, Judith; Ruggles, Kelly V; Campbell, Robert A; van Solingen, Coen; Wright, Mark D; Moore, Kathryn J; Berger, Jeffrey S; Barrett, Tessa J
AIM/OBJECTIVE:To investigate how psychosocial stress contributes to accelerated thrombosis, focusing on platelet activation and hyperreactivity. The specific objective was to identify novel platelet regulators involved in stress-mediated thrombosis, with a particular emphasis on the tetraspanin CD37. METHODS AND RESULTS/RESULTS:To explore how stress contributes to platelet hyperreactivity, platelets were isolated from (1) mice that experienced chronic variable stress and stress-free controls (n=8/group) and (2) human subjects with self-reported high and no stress levels (n=18/group), followed by RNA-sequencing. By comparing mutually expressed transcripts, a subset of genes differentially expressed following psychosocial stress was identified in both human and mouse platelets. In both mice and humans, platelet CD37 positively associates with platelet aggregation responses that underlie thrombosis, with Cd37-/- platelets exhibiting impaired integrin αIIbβ3 signaling, characterized by reduced platelet fibrinogen spreading and decreased agonist-induced αIIbβ3 activation. Consistent with a role for CD37 in regulating platelet activation responses, chimeric mice that received Cd37-/- bone marrow experienced a significantly increased time to vessel occlusion in the carotid artery FeCl3 model compared to mice reconstituted with wild-type bone marrow. CD37 deficiency did not alter hemostasis, as platelet count, coagulation metrics, prothrombin time, and partial thromboplastin time did not differ in Cd37-/- mice relative to wild-type mice. Consistent with this, bleeding time did not differ between wild-type and Cd37-/- mice following tail tip transection. CONCLUSIONS:This study provides new insights into the platelet-associated mechanisms underlying stress-mediated thrombosis. Identifying CD37 as a novel regulator of platelet activation responses offers potential therapeutic targets for reducing the thrombotic risk associated with psychosocial stress. The findings also contribute to understanding how psychosocial stress accelerates thrombotic events and underscore the importance of platelet activation in this process.
PMID: 40126944
ISSN: 1755-3245
CID: 5814722

Association of Lipoprotein(a) With Major Adverse Limb Events and All-Cause Mortality Following Revascularization for Chronic Limb-Threatening Ischemia: A Substudy of the BEST-CLI Trial

Sullivan, Alexander E; Huang, Shi; Kundu, Suman; Thomas, Victoria E; Clair, Daniel G; Aday, Aaron W; Menard, Matthew T; Farber, Alik; Rosenfield, Kenneth; Newman, Jonathan D; Berger, Jeffrey S; Wells, Quinn S; Freiberg, Matthew S; Linton, MacRae F; Beckman, Joshua A
BACKGROUND:The BEST-CLI (Best Endovascular Versus Best Surgical Therapy in Patients With Critical Limb Ischemia) trial tested the optimal initial revascularization strategy in patients with chronic limb-threatening ischemia. Little is known about the prognostic relevance of Lp(a) (lipoprotein[a]) and its modification by renal function in patients with chronic limb-threatening ischemia. We investigated the relationship between Lp(a) and prespecified cardiovascular outcomes. METHODS:A subgroup of patients from the BEST-CLI trial (as part of the TIDE [The Impact of Diabetes on Revascularization] study) underwent blinded, core-laboratory assessment of Lp(a) levels and were included in this analysis. The primary end point was major adverse limb events or death from any cause. Secondary end points were the components of the primary end point, major amputation, major reintervention, and major adverse cardiac events (myocardial infarction, ischemic stroke, or death from any cause). The association of Lp(a) with end points was assessed using Cox proportional hazard models adjusting for traditional risk factors and then also for renal function and statin use, which increase Lp(a) levels. RESULTS:=0.009). Results were similar regardless of peripheral revascularization strategy. CONCLUSIONS:Elevated Lp(a) level was not associated with major adverse limb events or death but was associated with all-cause death after controlling for renal function. Lp(a) may be an important therapeutic target in the patient population with high-risk chronic limb-threatening ischemia. REGISTRATION/BACKGROUND:https://clinicaltrials.gov/study/NCT03085524; Unique identifier: NCT03085524.
PMID: 40401600
ISSN: 2047-9980
CID: 5853302

Real-World Evidence Linking the Predicting Risk of Cardiovascular Disease Events Risk Score and Coronary Artery Calcium

Rhee, Aaron J; Pandit, Krutika; Berger, Jeffrey S; Iturrate, Eduardo; Coresh, Josef; Khan, Sadiya S; Shin, Jung-Im; Hochman, Judith S; Reynolds, Harmony R; Grams, Morgan E
PMID: 40396415
ISSN: 2047-9980
CID: 5853092

Low functional capacity in peripheral artery disease is associated with increased platelet activity and cardiovascular events

Heffron, Sean P; Muller, Matt; Xia, Yuhe; Luttrell-Williams, Elliot; Rockman, Caron B; Newman, Jonathan D; Rodriguez, Crystalann; Barrett, Tessa J; Berger, Jeffrey S
BACKGROUND AND AIMS/OBJECTIVE:Low functional capacity is an independent risk factor for cardiovascular (CV) events. Regular physical activity may reduce CV risk through suppression of inflammation and reduced platelet activity. We aimed to investigate the association of functional capacity quantified by the validated Duke Activity Status Index (DASI) with platelet activity and incident major adverse CV and limb events (MACLE) in individuals with peripheral artery disease (PAD) undergoing lower extremity revascularization (LER). METHODS:Light transmission aggregometry and platelet RNAseq were performed on specimens isolated from men and women prior to LER. Functional capacity was assessed using DASI. Prospective follow-up occurred at 1, 6, 12, and every 6 months following the LER. Subjects were separated into tertiles of DASI scores and incidence rates for MACLE were calculated using log-rank tests. Mediation analysis using linear regression fit with least squares was performed to test whether DASI exerted its effect on MACLE via platelet aggregation. RESULTS:281 patients completed the DASI questionnaire with scores ranging from 0.0 to 50.2 (bottom tertile: 0.0-9.95). Mean age was 74.4 ± 10.9 years and 32.4 % were female. During a median follow-up of 19 months, 163 (58.0 %) participants experienced a MACLE. After correction for demographics and CV risk factors, individuals in the lowest DASI tertile experienced significantly more MACLE than participants in other tertiles. The association between DASI and MACLE was consistent across multiple subgroups stratified by age, sex, body mass index, antiplatelet therapy, and clinical comorbidities. Mediation analyses suggested higher platelet aggregation to epinephrine in the bottom DASI tertile mediated 24.7 % [5.0 %, 103 %] of increased MACLE risk. Platelet mRNA demonstrated upregulation of inflammation pathways in the most sedentary individuals (lowest DASI tertile). CONCLUSIONS:Patients with PAD and low functional capacity have increased platelet activity and high incidence of MACLE. Our data suggest that elevated platelet aggregation mediates one-quarter of the MACLE risk in persons with low functional capacity undergoing LER. Our findings support a potential platelet-mediated mechanism for improved CV outcomes associated with regular physical activity.
PMID: 40315646
ISSN: 1879-1484
CID: 5834552

Clonal Hematopoiesis of Indeterminate Potential in Chronic Coronary Disease: A Report From the ISCHEMIA Trials Biorepository [Letter]

Muller, Matthew; Liu, Richard; Shah, Farheen; Hu, Jiyuan; Held, Claes; Kullo, Iftikhar J; McManus, Bruce; Wallentin, Lars; Newby, L Kristin; Sidhu, Mandeep S; Bangalore, Sripal; Reynolds, Harmony R; Hochman, Judith S; Maron, David J; Ruggles, Kelly V; Berger, Jeffrey S; Newman, Jonathan D
PMID: 40207358
ISSN: 2574-8300
CID: 5824082

The relationship between platelet indices and hypertensive disorders of pregnancy

Griffin, Myah M; Penfield, Christina A; Hausvater, Anaïs; Schaap, Ariel; Roman, Ashley S; Xia, Yuhe; Gossett, Dana R; Quinn, Gwendolyn P; Berger, Jeffrey S
OBJECTIVE:To investigate the relationship between platelet indices (count, size and production/immaturity) and hypertensive disorders of pregnancy. STUDY DESIGN/METHODS:This was a secondary analysis of a prospective cohort of pregnant individuals followed from first trimester through delivery at an academic tertiary care institution. Routine platelet indices obtained prospectively during prenatal care and delivery were compared between those who developed a hypertensive disorder of pregnancy and those who did not. We assessed platelet count (by trimester), mean platelet volume, and immature platelet fraction measured as percent (%) and absolute count. Data were analyzed using Fisher's Exact test, chi-square test, and multivariable logistic regression. P < 0.05 was considered statistically significant. RESULTS: = 0.01) compared to those without a hypertensive disorder of pregnancy, after adjusting for age, race/ethnicity, obesity, nulliparity, and chronic hypertension. The prevalence and likelihood of a hypertensive disorder of pregnancy increased with increasing mean platelet volume, as well as with both the percent and absolute immature platelet fraction. There was no difference between groups in platelet count in the first trimester, second trimester, or at delivery. CONCLUSIONS:An increase in platelet size and immaturity was observed in those with a hypertensive disorder of pregnancy. These data support further investigation of platelets in the mechanisms of the development of hypertensive disorders of pregnancy and the use of platelet indices to better identify high risk groups in pregnancy.
PMID: 40086260
ISSN: 1872-7654
CID: 5808932

Preoperative LDL-C and major cardiovascular and cerebrovascular events after non-cardiac surgery

Rehe, David; Subashchandran, Varun; Zhang, Yan; Cuff, Germaine; Lee, Mitchell; Berger, Jeffrey S; Smilowitz, Nathaniel R
STUDY OBJECTIVE/OBJECTIVE:To determine whether preoperative LDL-C concentration affects the risk of perioperative major adverse cardiovascular or cerebrovascular events (MACCE) after noncardiac surgery. DESIGN/METHODS:Single center retrospective cohort study. SETTING/METHODS:Hospital (including medical and surgical floor, intensive care unit) and patient disposition location (including the patient's home or any other receiving facility). PATIENTS/METHODS:43,348 non-cardiac surgeries at NYU Langone Health between January 2016 and September 2020. INTERVENTIONS/METHODS:Patients were grouped based on preoperative LDL-C. MEASUREMENTS/METHODS:Complete serum lipid panel obtained within one year prior to the date of noncardiac surgery and rate of perioperative MACCE, defined as a composite of in-hospital non-fatal myocardial infarction, in-hospital acute ischemic stroke, myocardial injury after noncardiac surgery, and death from any cause within 30 days of surgery. MAIN RESULTS/RESULTS:Perioperative MACCE occurred in 1093 patients (2.5 %) overall. After multivariable adjustment, odds of MACCE were significantly lower in patients with higher (≥100 mg/dL) versus lower (<100 mg/dL) LDL-C (adjusted odds ratio [aOR] 0.783, 95 % CI, 0.660-0.926]). CONCLUSIONS:In a large cohort of patients undergoing non-cardiac surgery at a major academic health system in New York City, lower LDL-C concentrations were not associated with a lower incidence of perioperative MACCE. Further investigation into modifiable perioperative cardiovascular risk factors is needed to improve perioperative outcomes.
PMCID:11875888
PMID: 39961218
ISSN: 1873-4529
CID: 5809582

Myocardial Infarction Platelet Gene Expression Signatures in Women

Barrett, Tessa J; Schlamp, Florencia; Muller, Matthew; Lee, Angela H; Cornwell, Macintosh G; Luttrell Williams, Elliot; Smilowitz, Nathaniel R; Hochman, Judith; Ruggles, Kelly V; Reynolds, Harmony R; Berger, Jeffrey S
Although platelets play a critical pathogenic role in myocardial infarction (MI), few studies have characterized the MI platelet transcriptome in the acute or chronic setting in women. We report that transcripts associated with the actin cytoskeleton, Rho family GTPases, mitochondrial dysfunction, and inflammatory signaling are enriched in platelets from MI patients in the acute setting (n = 40, MI; n = 38, control) and do not significantly change over time. Furthermore, 79 platelet genes chronically elevated or suppressed after MI are associated with future cardiovascular events in an independent high-risk cohort (n = 135). Compared with women with MI with nonobstructive coronary arteries, platelets from women with MI and obstructive coronary artery disease were enriched in neutrophil activation and proinflammatory signaling pathways driven by increased tumor necrosis factor (TNF)-α signaling. Hierarchic clustering of the MI transcriptomic profile identified 3 subgroups with distinctive biological pathways and MI correlates. Our data demonstrate that platelets from MI patients are phenotypically different from MI-naïve patients in the acute and chronic settings and reveal a platelet transcriptomic signature with distinct clinical features.
PMID: 40139873
ISSN: 2452-302x
CID: 5816212