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Corban, Michel T

0000-0001-6443-2345

Mayo Clinic

Department of Cardiovascular Medicine, Mayo Clinic, 200 First Street SW, Rochester, MN 55902, USA.

Citations 6

Machine learning aids clinical decision-making in patients presenting with angina and non-obstructive coronary artery disease
Ahmad, Ali , Shelly-Cohen, Michal, Corban, Michel , Murphree, Dennis H. , Toya, Takumi , Sara, Jaskanwal Deep Singh , Ӧzcan, Ilke , Lerman, Lilach O. , Friedman, Paul A. , Corban, Michel T , Sara, Jaskanwal D, Ozcan, Ilke , Lerman, Amir , Toya, Takumi , Attia, Zachi I. , Lerman, Amir

European Heart Journal - Digital Health | October 18, 2021 | Volume: 2 | Issue: 4 | Pages: 597-605

10.1093/ehjdh/ztab084 Get It

Abstract Aims The current gold standard comprehensive assessment of coronary microvascular dysfunction (CMD) is through a limited-access invasive catheterization lab procedure. We aimed to develop a point-of-care tool to assist clinical guidance in patients presenting with chest pain and/or an abnormal cardiac functional stress test and with non-obstructive coronary artery disease (NOCAD). Methods and results This study included 1893 NOCAD patients (<50% angiographic stenosis) who underwent CMD evaluation as well as an electrocardiogram (ECG) up to 1-year prior. Endothelial-independent CMD was defined by coronary flow reserve (CFR) ≤2.5 in response to intracoronary adenosine. Endothelial-dependent CMD was defined by a maximal percent increase in coronary blood flow (%ΔCBF) ≤50% in response to intracoronary acetylcholine infusion. We trained algorithms to distinguish between the following outcomes: CFR ≤2.5, %ΔCBF ≤50, and the combination of both. Two classes of algorithms were trained, one depending on ECG waveforms as input, and another using tabular clinical data. Mean age was 51 ± 12 years and 66% were females (n = 1257). Area under the curve values ranged from 0.49 to 0.67 for all the outcomes. The best performance in our analysis was for the outcome CFR ≤2.5 with clinical variables. Area under the curve and accuracy were 0.67% and 60%. When decreasing the threshold of positivity, sensitivity and negative predictive value increased to 92% and 90%, respectively, while specificity and positive predictive value decreased to 25% and 29%, respectively. Conclusion An artificial intelligence-enabled algorithm may be able to assist clinical guidance by ruling out CMD in patients presenting with chest pain and/or an abnormal functional stress test. This algorithm needs to be prospectively validated in different cohorts.
Coronary Microvascular Dysfunction and the Risk of Atrial Fibrillation From an Artificial Intelligence-Enabled Electrocardiogram
Ahmad, Ali , Corban, Michel , Toya, Takumi , Attia, Zachi I. , Noseworthy, Peter A. , López-Jiménez, Francisco , Cohen, Michal Shelly, Sara, Jaskanwal Deep Singh , Ӧzcan, Ilke , Lerman, Lilach O. , Kapa, Suraj , Friedman, Paul A. , Sara, Jaskanwal D, Ozcan, Ilke, Noseworthy, Peter A , Kapa, Suraj , Lopez-Jimenez, Francisco , Toya, Takumi , Corban, Michel T , Attia, Zachi I , Ozcan, Ilke , Lerman, Amir

Circulation: Arrhythmia and Electrophysiology | August 16, 2021 | Volume: 14 | Issue: 8 | Pages: No page available

10.1161/circep.121.009947 Get It

Circulating progenitor cells are associated with plaque progression and long-term outcomes in heart transplant patients
Toya, Takumi , Corban, Michel , Ahmad, Ali , Loeffler, Darrell , Morse, David , Lerman, Lilach O. , Kushwaha, Sudhir S. , Lerman, Amir , Ozcan, Ilke, Toya, Takumi , Corban, Michel T , Ahmad, Ali , Loeffler, Darrell , Morse, David , Lerman, Lilach O , Lerman, Amir , Ӧzcan, Ilke

Cardiovascular Research | June 14, 2021 | Volume: 118 | Issue: 7 | Pages: 1703-1712

10.1093/cvr/cvab203 Get It

Abstract Aims Circulating progenitor cells (CPCs) play a role in vascular repair and plaque stability, while osteocalcin (OC) expressing CPCs have been linked to unstable plaque and adverse cardiovascular outcomes. However, their role in cardiac allograft vasculopathy (CAV) has not been elucidated. This cohort study aimed to investigate the contribution of CPCs on CAV progression and cardiovascular events after heart transplantation. Methods and results A total of 80 heart transplant patients (mean age 55 ± 14 years, 72% male) undergoing annual intravascular ultrasound (IVUS) had fresh CPCs marked by CD34, CD133, and OC counted in peripheral blood using flow cytometry, on the same day as baseline IVUS. CAV progression was assessed by IVUS as the change (Δ) in plaque volume divided by segment length (PV/SL), adjusted for the time between IVUS measurements [median 3.0, interquartile range (2.8–3.1) years] and was defined as ΔPV/SL that is above the median ΔPV/SL of study population. Major adverse cardiac events (MACEs) were defined as any incident of revascularization, myocardial infarction, heart failure admission, re-transplantation, stroke, and death. Patients with higher CD34+CD133+ CPCs had a decreased risk of CAV progression [odds ratio 0.58, 95% confidence interval (CI) (0.37–0.92), P = 0.01] and MACE [hazard ratio (HR) 0.79, 95% CI (0.66–0.99), P = 0.05] during a median (interquartile range) follow-up of 8.0 years (7.2–8.3). Contrarily, higher OC+ cell counts were associated with an increased risk of MACE [HR 1.26, 95% CI (1.03–1.57), P = 0.02]. Conclusions Lower levels of CD34+CD133+ CPCs are associated with plaque progression and adverse long-term outcomes in patients who underwent allograft heart transplantation. In contrast, higher circulating OC+ levels are associated with adverse long-term outcomes. Thus, CPCs might play a role in amelioration of transplant vasculopathy, while OC expression by these cells might play a role in progression.
Coronary Microvascular Endothelial Dysfunction in Patients With Angina and Nonobstructive Coronary Artery Disease Is Associated With Elevated Serum Homocysteine Levels
Ahmad, Ali , Corban, Michel , Toya, Takumi , Sara, Jaskanwal Deep Singh , Lerman, Ben , Park, Ji Young , Lerman, Lilach O. , Lerman, Amir , Sara, Jaskanwal D, Lerman, Amir , Toya, Takumi , Corban, Michel T

Journal of the American Heart Association | September 30, 2020 | Volume: 9 | Issue: 19 | Pages: No page available

10.1161/jaha.120.017746 Get It

Background Elevated levels of serum homocysteine, via impaired nitric oxide production, and coronary microvascular dysfunction are associated with increased risk of major adverse cardiovascular events. However, whether serum homocysteine levels and coronary microvascular endothelial dysfunction (CMED) are linked remains unknown. Methods and Results This study included 1418 patients with chest pain or an abnormal functional stress test and with nonobstructive coronary artery disease (<40% angiographic stenosis), who underwent CMED evaluation with functional angiography and had serum homocysteine levels measured. Patients were classified as having normal microvascular function versus CMED. Patients in the CMED group (n=743; 52%) had higher mean age (52.1±12.2 versus 50.0±12.4 years; P <0.0001), higher body mass index (29.1 [25.0–32.8] versus 27.5 [24.2–32.4]; P =0.001), diabetes mellitus (12.5% versus 9.4%; P =0.03), and fewer women (63.5% versus 68.7%; P =0.04) compared with patients in the normal microvascular function group. However, they had lower rates of smoking history, and mildly lower low‐density lipoprotein cholesterol levels. Serum homocysteine levels were significantly higher in patients with CMED, and the highest quartile of serum homocysteine level (>9 µmol/L) was an independent predictor of CMED (odds ratio, 1.34 [95% CI, 1.03–1.75]; P =0.03) after adjustment for age; sex; body mass index; chronic kidney disease (CKD); diabetes mellitus; smoking exposure; low‐density lipoprotein cholesterol; high‐density lipoprotein cholesterol and triglycerides; and aspirin, statin, and B vitamin use. Conclusions Patients with CMED have significantly higher levels of serum homocysteine. Elevated serum homocysteine levels were associated with a significantly increased odds of an invasive diagnosis of CMED. The current study supports a potential role for homocysteine for diagnosis and target treatment in the patients with early coronary atherosclerosis.
Endothelin-1 in coronary microvascular dysfunction: a potential new therapeutic target once again
Corban, Michel , Lerman, Lilach O. , Lerman, Amir , Lerman, Amir , Corban, Michel T

European Heart Journal | February 4, 2020 | Volume: 41 | Issue: 34 | Pages: 3252-3254

10.1093/eurheartj/ehz954 Get It

Promise of autologous CD34+ stem/progenitor cell therapy for treatment of cardiovascular disease
Prasad, Megha , Corban, Michel , Henry, Timothy D. , Dietz, Allan B. , Lerman, Lilach O. , Lerman, Amir , Dietz, Allan B , Lerman, Amir , Corban, Michel T

Cardiovascular Research | January 28, 2020 | Volume: 116 | Issue: 8 | Pages: 1424-1433

10.1093/cvr/cvaa027 Get It

AbstractCD34+ cells are haematopoietic stem cells used therapeutically in patients undergoing radiation or chemotherapy due to their regenerative potential and ability to restore the haematopoietic system. In animal models, CD34+ cells have been associated with therapeutic angiogenesis in response to ischaemia. Several trials have shown the potential safety and efficacy of CD34+ cell delivery in various cardiovascular diseases. Moreover, Phase III trials have now begun to explore the potential role of CD34+ cells in treatment of both myocardial and peripheral ischaemia. CD34+ cells have been shown to be safe and well-tolerated in the acute myocardial infarction (AMI), heart failure, and angina models. Several studies have suggested potential benefit of CD34+ cell therapy in patients with coronary microvascular disease as well. In this review, we will discuss the therapeutic potential of CD34+ cells, and describe the pertinent trials that have used autologous CD34+ cells in no-options refractory angina, AMI, and heart failure. Lastly, we will review the potential utility of autologous CD34+ cells in coronary endothelial and microvascular dysfunction.