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Li B, Shaikh F, Zamzam A, Abdin R, Qadura M. Investigating the Prognostic Potential of Plasma ST2 in Patients with Peripheral Artery Disease: Identification and Evaluation. Proteomes 2024; 12:24. [PMID: 39311197 PMCID: PMC11417877 DOI: 10.3390/proteomes12030024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2024] [Revised: 08/27/2024] [Accepted: 08/27/2024] [Indexed: 09/26/2024] Open
Abstract
Soluble interleukin 1 receptor-like 1 (ST2) is a circulating protein demonstrated to be associated with cardiovascular diseases; however, it has not been studied as a biomarker for peripheral artery disease (PAD). Using a prospectively recruited cohort of 476 patients (312 with PAD and 164 without PAD), we conducted a prognostic study of PAD using clinical/biomarker data. Plasma concentrations of three circulating proteins [ST2, cytokine-responsive gene-2 (CRG-2), vascular endothelial growth factor (VEGF)] were measured at baseline and the cohort was followed for 2 years. The outcome of interest was a 2-year major adverse limb event (MALE; composite of major amputation, vascular intervention, or acute limb ischemia). Using 10-fold cross-validation, a random forest model was trained using clinical characteristics and plasma ST2 levels. The primary model evaluation metric was the F1 score. Out of the three circulating proteins analyzed, ST2 was the only one that was statistically significantly higher in individuals with PAD compared to patients without PAD (mean concentration in plasma of 9.57 [SD 5.86] vs. 11.39 [SD 6.43] pg/mL, p < 0.001). Over a 2-year period, 28 (9%) patients with PAD experienced MALE. Our predictive model, incorporating clinical features and plasma ST2 levels, achieved an F1 score of 0.713 for forecasting 2-year MALE outcomes. Patients identified as high-risk by this model showed a significantly increased likelihood of developing MALE (HR 1.06, 95% CI 1.02-1.13, p = 0.003). By combining clinical characteristics and plasma ST2 levels, our proposed predictive model offers accurate risk assessment for 2-year MALE in PAD patients. This algorithm supports risk stratification in PAD, guiding clinical decisions regarding further vascular evaluation, specialist referrals, and appropriate medical or surgical interventions, thereby potentially enhancing patient outcomes.
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Affiliation(s)
- Ben Li
- Department of Surgery, University of Toronto, Toronto, ON M5S 1A1, Canada;
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, ON M5B 1W8, Canada; (F.S.); (A.Z.)
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A1, Canada
- Temerty Centre for Artificial Intelligence Research and Education in Medicine (T-CAIREM), University of Toronto, Toronto, ON M5S 1A1, Canada
| | - Farah Shaikh
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, ON M5B 1W8, Canada; (F.S.); (A.Z.)
| | - Abdelrahman Zamzam
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, ON M5B 1W8, Canada; (F.S.); (A.Z.)
| | - Rawand Abdin
- Department of Medicine, McMaster University, Hamilton, ON L8S 4L8, Canada;
| | - Mohammad Qadura
- Department of Surgery, University of Toronto, Toronto, ON M5S 1A1, Canada;
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, ON M5B 1W8, Canada; (F.S.); (A.Z.)
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A1, Canada
- Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, ON M5B 1W8, Canada
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Li B, Nassereldine R, Shaikh F, Younes H, AbuHalimeh B, Zamzam A, Abdin R, Qadura M. Inflammatory Protein Panel: Exploring Diagnostic Insights for Peripheral Artery Disease Diagnosis in a Cross-Sectional Study. Diagnostics (Basel) 2024; 14:1847. [PMID: 39272633 PMCID: PMC11394143 DOI: 10.3390/diagnostics14171847] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 08/14/2024] [Accepted: 08/22/2024] [Indexed: 09/15/2024] Open
Abstract
Cytokine-induced neutrophil chemoattractant 1 (CINC-1), a cluster of differentiation 95 (CD95), fractalkine, and T-cell immunoglobulin and mucin domain 1 (TIM-1) are circulating proteins known to be involved in inflammation. While their roles have been studied in neurological conditions and cardiovascular diseases, their potential as peripheral artery disease (PAD) biomarkers remain unexplored. We conducted a cross-sectional diagnostic study using data from 476 recruited patients (164 without PAD and 312 with PAD). Plasma levels of CINC-1, CD95, fractalkine, and TIM-1 were measured at baseline. A PAD diagnosis was established at recruitment based on clinical exams and investigations, defined as an ankle-brachial index < 0.9 or toe-brachial index < 0.67 with absent/diminished pedal pulses. Using 10-fold cross-validation, we trained a random forest algorithm, incorporating clinical characteristics and biomarkers that showed differential expression in PAD versus non-PAD patients to predict a PAD diagnosis. Among the proteins tested, CINC-1, CD95, and fractalkine were elevated in PAD vs. non-PAD patients, forming a 3-biomarker panel. Our predictive model achieved an AUROC of 0.85 for a PAD diagnosis using clinical features and this 3-biomarker panel. By combining the clinical characteristics with these biomarkers, we developed an accurate predictive model for a PAD diagnosis. This algorithm can assist in PAD screening, risk stratification, and guiding clinical decisions regarding further vascular assessment, referrals, and medical/surgical management to potentially improve patient outcomes.
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Affiliation(s)
- Ben Li
- Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, ON M5B 1W8, Canada
- Department of Surgery, University of Toronto, Toronto, ON M5S 1A1, Canada
- Temerty Centre for Artificial Intelligence Research and Education in Medicine (T-CAIREM), University of Toronto, Toronto, ON M5S 1A1, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A1, Canada
| | - Rakan Nassereldine
- Division of Vascular Surgery, American University of Beirut Medical Center, Beirut 1107 2020, Lebanon
| | - Farah Shaikh
- Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, ON M5B 1W8, Canada
| | - Houssam Younes
- Heart, Vascular, & Thoracic Institute, Cleveland Clinic Abu Dhabi, Abu Dhabi 112412, United Arab Emirates
| | - Batool AbuHalimeh
- Heart, Vascular, & Thoracic Institute, Cleveland Clinic Abu Dhabi, Abu Dhabi 112412, United Arab Emirates
| | - Abdelrahman Zamzam
- Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, ON M5B 1W8, Canada
| | - Rawand Abdin
- Department of Medicine, McMaster University, Hamilton, ON L8S 4L8, Canada
| | - Mohammad Qadura
- Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, ON M5B 1W8, Canada
- Department of Surgery, University of Toronto, Toronto, ON M5S 1A1, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A1, Canada
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, ON M5B 1W8, Canada
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Li B, Nassereldine R, Zamzam A, Syed MH, Mamdani M, Al-Omran M, Abdin R, Qadura M. Development and evaluation of a prediction model for peripheral artery disease-related major adverse limb events using novel biomarker data. J Vasc Surg 2024; 80:490-497.e1. [PMID: 38599293 DOI: 10.1016/j.jvs.2024.03.450] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2024] [Revised: 03/26/2024] [Accepted: 03/31/2024] [Indexed: 04/12/2024]
Abstract
OBJECTIVE Prognostic tools for individuals with peripheral artery disease (PAD) remain limited. We developed prediction models for 3-year PAD-related major adverse limb events (MALE) using demographic, clinical, and biomarker data previously validated by our group. METHODS We performed a prognostic study using a prospectively recruited cohort of patients with PAD (n = 569). Demographic/clinical data were recorded including sex, age, comorbidities, previous procedures, and medications. Plasma concentrations of three biomarkers (N-terminal pro-B-type natriuretic peptide [NT-proBNP], fatty acid binding protein 3 [FABP3], and FABP4) were measured at baseline. The cohort was followed for 3 years. MALE was the primary outcome (composite of open/endovascular vascular intervention or major amputation). We trained three machine learning models with 10-fold cross-validation using demographic, clinical, and biomarker data (random forest, decision trees, and Extreme Gradient Boosting [XGBoost]) to predict 3-year MALE in patients. Area under the receiver operating characteristic curve (AUROC) was the primary model evaluation metric. RESULTS Three-year MALE was observed in 162 patients (29%). XGBoost was the top-performing predictive model for 3-year MALE, achieving the following performance metrics: AUROC = 0.88 (95% confidence interval [CI], 0.84-0.94); sensitivity, 88%; specificity, 84%; positive predictive value, 83%; and negative predictive value, 91% on test set data. On an independent validation cohort of patients with PAD, XGBoost attained an AUROC of 0.87 (95% CI, 0.82-0.90). The 10 most important predictors of 3-year MALE consisted of: (1) FABP3; (2) FABP4; (3) age; (4) NT-proBNP; (5) active smoking; (6) diabetes; (7) hypertension; (8) dyslipidemia; (9) coronary artery disease; and (10) sex. CONCLUSIONS We built robust machine learning algorithms that accurately predict 3-year MALE in patients with PAD using demographic, clinical, and novel biomarker data. Our algorithms can support risk stratification of patients with PAD for additional vascular evaluation and early aggressive medical management, thereby improving outcomes. Further validation of our models for clinical implementation is warranted.
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Affiliation(s)
- Ben Li
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada; Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada; Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada; Temerty Centre for Artificial Intelligence Research and Education in Medicine (T-CAIREM), University of Toronto, Toronto, Ontario, Canada
| | - Rakan Nassereldine
- Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada; Division of Vascular Surgery, American University of Beirut Medical Center, Beirut, Lebanon
| | - Abdelrahman Zamzam
- Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada
| | - Muzammil H Syed
- Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada
| | - Muhammad Mamdani
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada; Temerty Centre for Artificial Intelligence Research and Education in Medicine (T-CAIREM), University of Toronto, Toronto, Ontario, Canada; Data Science & Advanced Analytics, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada; Li Ka Shing Knowledge Institute, St Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada; Institute of Health Policy, Management and Evaluation, University of Toronto, Toronto, Ontario, Canada; ICES, University of Toronto, Toronto, Ontario, Canada; Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Ontario, Canada
| | - Mohammed Al-Omran
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada; Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada; Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada; Temerty Centre for Artificial Intelligence Research and Education in Medicine (T-CAIREM), University of Toronto, Toronto, Ontario, Canada; Li Ka Shing Knowledge Institute, St Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada; Department of Surgery, King Faisal Specialist Hospital and Research Center, Riyadh, Saudi Arabia
| | - Rawand Abdin
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Mohammad Qadura
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada; Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada; Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada; Li Ka Shing Knowledge Institute, St Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada.
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Li B, Shaikh F, Zamzam A, Raphael R, Syed MH, Younes HK, Abdin R, Qadura M. Prediction of Peripheral Artery Disease Prognosis Using Clinical and Inflammatory Biomarker Data. J Inflamm Res 2024; 17:4865-4879. [PMID: 39070129 PMCID: PMC11278072 DOI: 10.2147/jir.s471150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/14/2024] [Accepted: 07/09/2024] [Indexed: 07/30/2024] Open
Abstract
Purpose Inflammatory biomarkers associated with peripheral artery disease (PAD) have been examined separately; however, an algorithm that includes a panel of inflammatory proteins to inform prognosis of PAD could improve predictive accuracy. We developed predictive models for 2-year PAD-related major adverse limb events (MALE) using clinical/inflammatory biomarker data. Methods We conducted a prognostic study using 2 phases (discovery/validation models). The discovery cohort included 100 PAD patients that were propensity-score matched to 100 non-PAD patients. The validation cohort included 365 patients with PAD and 144 patients without PAD (non-matched). Plasma concentrations of 29 inflammatory proteins were determined at recruitment and the cohorts were followed for 2 years. The outcome of interest was 2-year MALE (composite of major amputation, vascular intervention, or acute limb ischemia). A random forest model was trained with 10-fold cross-validation to predict 2-year MALE using the following input features: 1) clinical characteristics, 2) inflammatory biomarkers that were expressed differentially in PAD vs non-PAD patients, and 3) clinical characteristics and inflammatory biomarkers. Results The model discovery cohort was well-matched on age, sex, and comorbidities. Of the 29 proteins tested, 5 were elevated in PAD vs non-PAD patients (MMP-7, MMP-10, IL-6, CCL2/MCP-1, and TFPI). For prognosis of 2-year MALE on the validation cohort, our model achieved AUROC 0.63 using clinical features alone and adding inflammatory biomarker levels improved performance to AUROC 0.84. Conclusion Using clinical characteristics and inflammatory biomarker data, we developed an accurate predictive model for PAD prognosis.
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Affiliation(s)
- Ben Li
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
- Temerty Centre for Artificial Intelligence Research and Education in Medicine (T-CAIREM), University of Toronto, Toronto, Ontario, Canada
| | - Farah Shaikh
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada
| | - Abdelrahman Zamzam
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada
| | - Ravel Raphael
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada
| | - Muzammil H Syed
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada
| | - Houssam K Younes
- Heart, Vascular, & Thoracic Institute, Cleveland Clinic Abu Dhabi, Abu Dhabi, United Arab Emirates
| | - Rawand Abdin
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Mohammad Qadura
- Department of Surgery, University of Toronto, Toronto, Ontario, Canada
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada
- Institute of Medical Science, University of Toronto, Toronto, Ontario, Canada
- Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada
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Li Y, Zhong W, Huang C, Peng J, Li H. Apolipoprotein E E3/E4 genotype is associated with an increased risk of premature coronary artery disease. BMC Cardiovasc Disord 2024; 24:353. [PMID: 38987708 PMCID: PMC11234594 DOI: 10.1186/s12872-024-04021-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2024] [Accepted: 06/27/2024] [Indexed: 07/12/2024] Open
Abstract
OBJECTIVE Dyslipidemia is one of the causes of coronary heart disease (CAD), and apolipoprotein E (APOE) gene polymorphism affects lipid levels. However, the relationship between APOE gene polymorphisms and premature CAD (PCAD, male CAD patients with ≤ 55 years old and female with ≤ 65 years old) risk had different results in different studies. The aim of this study was to assess this relationship and to further evaluate the relationship between APOE gene polymorphisms and PCAD risk in the Hakka population. METHODS This study retrospectively analyzed 301 PCAD patients and 402 age matched controls without CAD. The APOE rs429358 and rs7412 polymorphisms were genotyped by polymerase chain reaction (PCR) -chip technique. The distribution of APOE genotypes and alleles between the case group and the control group was compared. The relationship between APOE genotypes and PCAD risk was obtained by logistic regression analysis. RESULTS The frequency of the APOE ɛ3/ɛ4 genotype (18.9% vs. 10.2%, p = 0.001) and ε4 allele (11.1% vs. 7.0%, p = 0.007) was higher in the PCAD patients than that in controls, respectively. PCAD patients with ɛ2 allele had higher TG level than those with ɛ3 allele, and controls carried ɛ2 allele had higher HDL-C level and lower LDL-C level than those carried ɛ3 allele. Regression logistic analysis showed that BMI ≥ 24.0 kg/m2 (BMI ≥ 24.0 kg/m2 vs. BMI 18.5-23.9 kg/m2, OR: 1.763, 95% CI: 1.235-2.516, p = 0.002), history of smoking (Yes vs. No, OR: 5.098, 95% CI: 2.910-8.930, p < 0.001), ɛ3/ɛ4 genotype (ɛ3/ɛ4 vs. ɛ3/ɛ3, OR: 2.203, 95% CI: 1.363-3.559, p = 0.001), ε4 allele (ε4 vs. ε3, OR: 2.125, 95% CI: 1.333-3.389, p = 0.002), and TC level (OR: 1.397, 95% CI: 1.023-1.910, p = 0.036) were associated with PCAD. CONCLUSIONS In summary, BMI ≥ 24.0 kg/m2, history of smoking, APOE ɛ3/ɛ4 genotype, and TC level were independent risk factors for PCAD. It means that young individuals who are overweight, have a history of smoking, and carried APOE ɛ3/ɛ4 genotype had increased risk of PCAD.
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Affiliation(s)
- Youqian Li
- Center for Cardiovascular Diseases, Meizhou People's Hospital, Meizhou Academy of Medical Sciences, No. 63 Huangtang Road, Meijiang District, Meizhou, China.
- Guangdong Provincial Engineering and Technology Research Center for Molecular Diagnostics of Cardiovascular Diseases, Meizhou People's Hospital, Meizhou Academy of Medical Sciences, Meizhou, China.
| | - Wei Zhong
- Center for Cardiovascular Diseases, Meizhou People's Hospital, Meizhou Academy of Medical Sciences, No. 63 Huangtang Road, Meijiang District, Meizhou, China
- Guangdong Provincial Engineering and Technology Research Center for Molecular Diagnostics of Cardiovascular Diseases, Meizhou People's Hospital, Meizhou Academy of Medical Sciences, Meizhou, China
| | - Changjing Huang
- Center for Cardiovascular Diseases, Meizhou People's Hospital, Meizhou Academy of Medical Sciences, No. 63 Huangtang Road, Meijiang District, Meizhou, China
- Guangdong Provincial Engineering and Technology Research Center for Molecular Diagnostics of Cardiovascular Diseases, Meizhou People's Hospital, Meizhou Academy of Medical Sciences, Meizhou, China
| | - Junyin Peng
- Center for Cardiovascular Diseases, Meizhou People's Hospital, Meizhou Academy of Medical Sciences, No. 63 Huangtang Road, Meijiang District, Meizhou, China
- Guangdong Provincial Engineering and Technology Research Center for Molecular Diagnostics of Cardiovascular Diseases, Meizhou People's Hospital, Meizhou Academy of Medical Sciences, Meizhou, China
| | - Hanlin Li
- Center for Cardiovascular Diseases, Meizhou People's Hospital, Meizhou Academy of Medical Sciences, No. 63 Huangtang Road, Meijiang District, Meizhou, China
- Guangdong Provincial Engineering and Technology Research Center for Molecular Diagnostics of Cardiovascular Diseases, Meizhou People's Hospital, Meizhou Academy of Medical Sciences, Meizhou, China
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Acitelli E, Guedon AF, De Liguori S, Gallo A, Maranghi M. Peripheral artery disease: an underdiagnosed condition in familial hypercholesterolemia? A systematic review. Endocrine 2024; 85:122-133. [PMID: 38457056 PMCID: PMC11246299 DOI: 10.1007/s12020-024-03763-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2024] [Accepted: 02/25/2024] [Indexed: 03/09/2024]
Abstract
PURPOSE Familial hypercholesterolemia (FH) is one of the most common inherited diseases characterized by elevated LDL-cholesterol levels, leading to early-onset atherosclerosis. While the association between FH and coronary and carotid artery disease is well-established, its association with peripheral artery disease (PAD) is less robust. This systematic review aims at exploring existing evidence on PAD prevalence and incidence in FH individuals. METHODS A comprehensive search was conducted on MEDLINE and Embase databases, for studies published between January 2013 and December 2023, evaluating prevalence and incidence of PAD in FH patients. Literature reviews, case reports, responses to editors and non-English language articles were excluded. RESULTS The initial research provided 53 results. After article screening, 28 articles were fully reviewed and 24 were finally included in the analysis. Among these, 19 reported PAD prevalence, while 5 PAD incidence over a mean follow-up time of 8.7 years. PAD prevalence and incidence ranged from 0.3 to 60% and from 0.5 to 4.2% respectively, probably reflecting the heterogeneity in PAD definition criteria. CONCLUSION This systematic review sheds light on the limited number of studies on PAD in FH patients. Particularly, considering the potential positive effects of newly available lipid-lowering strategies on PAD outcomes, addressing this research gap is pivotal for a more comprehensive understanding of peripheral vascular manifestations in FH patients and for optimal management of this population.
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Affiliation(s)
- Elisa Acitelli
- Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy
| | - Alexis F Guedon
- Département Hospitalo-Universitaire Inflammation Immunopathologie Biothérapie (DMUi3), Sorbonne Université, APHP, Service de Médecine Interne, Paris, France
| | - Sara De Liguori
- Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy
| | - Antonio Gallo
- Department of Nutrition, APHP, Hôpital Pitié-Salpètriêre, Sorbonne Université, INSERM UMR1166, Lipidology and cardiovascular prevention Unit, 47/83 boulevard de l'Hôpital, F-75013, Paris, France
| | - Marianna Maranghi
- Department of Translational and Precision Medicine, Sapienza University of Rome, Rome, Italy.
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Li B, Shaikh F, Zamzam A, Syed MH, Abdin R, Qadura M. The Identification and Evaluation of Interleukin-7 as a Myokine Biomarker for Peripheral Artery Disease Prognosis. J Clin Med 2024; 13:3583. [PMID: 38930112 PMCID: PMC11205196 DOI: 10.3390/jcm13123583] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2024] [Revised: 06/13/2024] [Accepted: 06/17/2024] [Indexed: 06/28/2024] Open
Abstract
Background/Objectives: Myokines have been demonstrated to be associated with cardiovascular diseases; however, they have not been studied as biomarkers for peripheral artery disease (PAD). We identified interleukin-7 (IL-7) as a prognostic biomarker for PAD from a panel of myokines and developed predictive models for 2-year major adverse limb events (MALEs) using clinical features and plasma IL-7 levels. Methods: A prognostic study was conducted with a cohort of 476 patients (312 with PAD and 164 without PAD) that were recruited prospectively. Their plasma concentrations of five circulating myokines were measured at recruitment, and the patients were followed for two years. The outcome of interest was two-year MALEs (composite of major amputation, vascular intervention, or acute limb ischemia). Cox proportional hazards analysis was performed to identify IL-7 as the only myokine that was associated with 2-year MALEs. The data were randomly divided into training (70%) and test sets (30%). A random forest model was trained using clinical characteristics (demographics, comorbidities, and medications) and plasma IL-7 levels with 10-fold cross-validation. The primary model evaluation metric was the F1 score. The prognostic model was used to classify patients into low vs. high risk of developing adverse limb events based on the Youden Index. Freedom from MALEs over 2 years was compared between the risk-stratified groups using Cox proportional hazards analysis. Results: Two-year MALEs occurred in 28 (9%) of patients with PAD. IL-7 was the only myokine that was statistically significantly correlated with two-year MALE (HR 1.56 [95% CI 1.12-1.88], p = 0.007). For the prognosis of 2-year MALEs, our model achieved an F1 score of 0.829 using plasma IL-7 levels in combination with clinical features. Patients classified as high-risk by the predictive model were significantly more likely to develop MALEs over a 2-year period (HR 1.66 [95% CI 1.22-1.98], p = 0.006). Conclusions: From a panel of myokines, IL-7 was identified as a prognostic biomarker for PAD. Using a combination of clinical characteristics and plasma IL-7 levels, we propose an accurate predictive model for 2-year MALEs in patients with PAD. Our model may support PAD risk stratification, guiding clinical decisions on additional vascular evaluation, specialist referrals, and medical/surgical management, thereby improving outcomes.
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Affiliation(s)
- Ben Li
- Department of Surgery, University of Toronto, Toronto, ON M5S 1A1, Canada;
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, 30 Bond Street, Suite 7-076, Toronto, ON M5B 1W8, Canada; (F.S.); (A.Z.); (M.H.S.)
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A1, Canada
- Temerty Centre for Artificial Intelligence Research and Education in Medicine, University of Toronto, Toronto, ON M5S 1A1, Canada
| | - Farah Shaikh
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, 30 Bond Street, Suite 7-076, Toronto, ON M5B 1W8, Canada; (F.S.); (A.Z.); (M.H.S.)
| | - Abdelrahman Zamzam
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, 30 Bond Street, Suite 7-076, Toronto, ON M5B 1W8, Canada; (F.S.); (A.Z.); (M.H.S.)
| | - Muzammil H. Syed
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, 30 Bond Street, Suite 7-076, Toronto, ON M5B 1W8, Canada; (F.S.); (A.Z.); (M.H.S.)
| | - Rawand Abdin
- Department of Medicine, McMaster University, Hamilton, ON L8S 4L8, Canada;
| | - Mohammad Qadura
- Department of Surgery, University of Toronto, Toronto, ON M5S 1A1, Canada;
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, 30 Bond Street, Suite 7-076, Toronto, ON M5B 1W8, Canada; (F.S.); (A.Z.); (M.H.S.)
- Institute of Medical Science, University of Toronto, Toronto, ON M5S 1A1, Canada
- Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, ON M5B 1W8, Canada
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Fauzi NBM, Huang X, Cheng LJ, Luo N, Hilal S. Association of a healthy ageing index with health-related outcomes in a multi-ethnic cohort from Singapore. BMC Geriatr 2024; 24:508. [PMID: 38862903 PMCID: PMC11165847 DOI: 10.1186/s12877-024-05099-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Accepted: 05/21/2024] [Indexed: 06/13/2024] Open
Abstract
BACKGROUND The global population is ageing rapidly and it is important to promote healthy ageing. The Healthy Ageing Index (HAI) is a comprehensive measure of health, but there is limited research on its association with other age-related outcomes. The management of an aging population necessitates considerations even among generally healthy adults, as age-related diseases often remain unaccounted for until later stages of life. This study explores the association of risk factors with HAI and its association with peripheral artery disease (PAD), muscle strength, health-related quality of life (HRQoL), and psychological distress in the Singapore Multi-Ethnic Cohort study. METHODS This cross-sectional study involved 1909 participants (median (Q1, Q3) age: 53 (48, 60) years and 59.3% females) from Singapore Multi-Ethnic Cohort study. The risk factors of HAI included age, gender, ethnicity, education level, smoking, alcohol consumption, employment, BMI and past medical histories. PAD was assessed using ankle-brachial index (ABI), handgrip strength (HGS), HRQoL with the EQ-5D-5 L questionnaire and psychological distress via the Kessler Psychological Distress Scale (K10). HAI components were assessed using relevant marker tests. RESULTS Older age, Malay and Indian ethnicities, unemployment, high BMI and histories of CHD, hypercholesterolaemia, tumours and TIA/stroke were associated with lower HAI scores indicative of poorer health. Higher HAI scores were associated with females and higher education levels. Lower HAI scores were significantly associated with low ABI, high K10 scores, mobility and anxiety/depression dimensions of EQ-5D-5 L. CONCLUSION The most important factors associated with HAI were age, sex, ethnicity, education, unemployment, BMI and a history of health conditions. Lower HAI scores were significantly associated with PAD, lower HRQoL and psychological distress. Thus, the HAI demonstrates promise as an evaluation method for assessing PAD, overall muscle strength and HRQoL in a population-based setting.
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Affiliation(s)
- Nazira Binte Muhammad Fauzi
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Tahir Foundation Building, 12 Science Drive 2, #10-03U, 117549, Singapore, Singapore
| | - Xiangyuan Huang
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Tahir Foundation Building, 12 Science Drive 2, #10-03U, 117549, Singapore, Singapore
| | - Ling Jie Cheng
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Tahir Foundation Building, 12 Science Drive 2, #10-03U, 117549, Singapore, Singapore
| | - Nan Luo
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Tahir Foundation Building, 12 Science Drive 2, #10-03U, 117549, Singapore, Singapore
| | - Saima Hilal
- Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Tahir Foundation Building, 12 Science Drive 2, #10-03U, 117549, Singapore, Singapore.
- Department of Pharmacology, National University of Singapore, Singapore, Singapore.
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9
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Yuan F, Tracci MC, Clouse WD, Robinson WP. Outcomes of open and endovascular infra-inguinal revascularization are poor in young patients with atherosclerotic peripheral artery disease but do not differ between genders. Vascular 2024; 32:337-346. [PMID: 36377515 DOI: 10.1177/17085381221140160] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2024]
Abstract
OBJECTIVES The effect of gender on the outcomes of revascularization procedures in young patients with premature atherosclerotic peripheral arterial disease (PAD) is not known. The objective of this study was to compare short-term and long-term outcomes between young males and females undergoing infra-inguinal revascularization procedures. METHODS We examined postoperative outcomes of male and female PAD patients under the age of 55 who underwent infra-inguinal revascularization procedures at a single tertiary institution from 2011 to 2019. Primary outcomes included 30-day morbidity, patency of the revascularization procedures, and major adverse limb events (MALE). Secondary outcomes included survival, amputation rate, reintervention rate, improvement of ankle-brachial index (ABI), and number of reinterventions. RESULTS Eighty-one infra-inguinal revascularization procedures (46 endovascular and 35 open procedures) were reviewed including 45 procedures in 37 males and 36 procedures in 31 females. Fifty-three (65.4%) of the procedures were performed in patients with chronic limb-threatening ischemia symptoms. The rest were treated for life-disabling claudication. The female patients were younger, had higher body mass index, and were more likely to have diabetes, hyperlipidemia, or chronic obstructive pulmonary disease in comparison to males. Thirty-day major adverse cardiovascular event was 0.0% and MALE was 16.0%. Mean follow-up was 806.2 days. At 1 year, primary patency was 34.4 ± 6.2%, primary assisted patency was 52.7 ± 6.5%, secondary patency was 61.8 ± 6.3%, and MALE-free rate was 47.0 ± 6.4%. For secondary outcomes at 1 year, amputation-free rate was 92.5 ± 3.2%, reintervention-free rate was 50.2 ± 6.4%, and survival was 96.2 ± 2.6%. By the end of the study, overall mortality rate was 14.8% and major amputation rate was 13.6%. No major differences were observed between males and females among these outcomes. A smaller improvement in ABI after revascularization was noted in females compared to males (female 0.2 ± 0.2 vs male 0.4 ± 0.2, p = .04). Among patients who required reintervention, females required a higher number of reinterventions than males (female 1.7 ± 2.5 vs male 0.8 ± 1.1, p = .03). CONCLUSIONS There were no significant differences in short-term and long-term outcomes between males and females under the age of 55 after infra-inguinal revascularization. Poor patency, high MALE rate, and high mid-term mortality, and amputation rates after revascularization in young PAD patients highlight the need for improved strategies to treat premature PAD.
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Affiliation(s)
- Fang Yuan
- University of Virginia School of Medicine, Charlottesville, VA, USA
| | - Margaret C Tracci
- Division of Vascular and Endovascular Surgery, Department of Surgery, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - W Darrin Clouse
- Division of Vascular and Endovascular Surgery, Department of Surgery, University of Virginia School of Medicine, Charlottesville, VA, USA
| | - William P Robinson
- Division of Vascular Surgery, Southern Illinois University School of Medicine, Springfield, IL, USA
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10
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Li B, Shaikh F, Zamzam A, Syed MH, Abdin R, Qadura M. A machine learning algorithm for peripheral artery disease prognosis using biomarker data. iScience 2024; 27:109081. [PMID: 38361633 PMCID: PMC10867451 DOI: 10.1016/j.isci.2024.109081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 01/11/2024] [Accepted: 01/26/2024] [Indexed: 02/17/2024] Open
Abstract
Peripheral artery disease (PAD) biomarkers have been studied in isolation; however, an algorithm that considers a protein panel to inform PAD prognosis may improve predictive accuracy. Biomarker-based prediction models were developed and evaluated using a model development (n = 270) and prospective validation cohort (n = 277). Plasma concentrations of 37 proteins were measured at baseline and the patients were followed for 2 years. The primary outcome was 2-year major adverse limb event (MALE; composite of vascular intervention or major amputation). Of the 37 proteins tested, 6 were differentially expressed in patients with vs. without PAD (ADAMTS13, ICAM-1, ANGPTL3, Alpha 1-microglobulin, GDF15, and endostatin). Using 10-fold cross-validation, we developed a random forest machine learning model that accurately predicts 2-year MALE in a prospective validation cohort of PAD patients using a 6-protein panel (AUROC 0.84). This algorithm can support PAD risk stratification, informing clinical decisions on further vascular evaluation and management.
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Affiliation(s)
- Ben Li
- Department of Surgery, University of Toronto, Toronto, ON, Canada
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
- Temerty Centre for Artificial Intelligence Research and Education in Medicine (T-CAIREM), University of Toronto, Toronto, ON, Canada
| | - Farah Shaikh
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, ON, Canada
| | - Abdelrahman Zamzam
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, ON, Canada
| | - Muzammil H. Syed
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, ON, Canada
| | - Rawand Abdin
- Department of Medicine, McMaster University, Hamilton, ON, Canada
| | - Mohammad Qadura
- Department of Surgery, University of Toronto, Toronto, ON, Canada
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, ON, Canada
- Institute of Medical Science, University of Toronto, Toronto, ON, Canada
- Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, ON, Canada
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11
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Felix CMDM, Pereira DAG, Pakosh M, da Silva LP, Ghisi GLDM. A Scoping Review of Measurement Tools Evaluating Awareness and Disease-Related Knowledge in Peripheral Arterial Disease Patients. J Clin Med 2023; 13:107. [PMID: 38202114 PMCID: PMC10780123 DOI: 10.3390/jcm13010107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Revised: 12/22/2023] [Accepted: 12/22/2023] [Indexed: 01/12/2024] Open
Abstract
BACKGROUND Peripheral arterial disease (PAD) is the third leading cause of atherosclerotic cardiovascular morbidity worldwide, with high prevalence and associated complications, and is often overlooked and undertreated. Research has shown that there is a profound lack of PAD-related knowledge and awareness; additionally, information sources are not often reliable and accessible. The objective of this scoping review was: (1) to identify and critically appraise instruments that measure patients' disease-related knowledge/awareness about PAD, and (2) to characterize the current state of knowledge/awareness levels among these patients. METHODS This systematic review was conducted and reported in accordance with the PRISMA statement. Six databases (APA PsycInfo, CINAHL Ultimate, Embase, Emcare Nursing, Medline ALL and Web of Science Core Collection) were searched, and search strategies were developed utilizing the PICO framework. Potential studies of any methodological design were considered for inclusion through a snowball hand search. Data from the included articles were extracted by a reviewer, and the extraction accuracy was independently cross-checked by another author. RESULTS The initial database search yielded 9832 records, of which sixteen studies (thirteen quantitative and three qualitative) were included. Only three questionnaires had their psychometric properties assessed. Questionnaire items focused on the following topics: definition/characteristics, risk factors/causes, treatment, complications, and personal issues regarding the perception/management of the disease. Overall, knowledge/awareness about PAD was low among patients. CONCLUSIONS This study identified major gaps in PAD education, including the lack of availability of a validated measurement tool addressing all educational topics relevant to care and low knowledge/awareness of patients about their condition.
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Affiliation(s)
- Carolina Machado de Melo Felix
- Graduate Program in Rehabilitation Sciences, Department of Physiotherapy, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil; (C.M.d.M.F.); (D.A.G.P.)
| | - Danielle Aparecida Gomes Pereira
- Graduate Program in Rehabilitation Sciences, Department of Physiotherapy, Universidade Federal de Minas Gerais, Belo Horizonte 31270-901, Brazil; (C.M.d.M.F.); (D.A.G.P.)
| | - Maureen Pakosh
- Library & Information Services, Toronto Rehabilitation Institute, University Health Network, Toronto, ON M5G 2A2, Canada;
| | - Lilian Pinto da Silva
- Graduate Program in Rehabilitation Sciences and Physical Functional Performance, Faculty of Physiotherapy, Universidade Federal de Juiz de Fora, Juiz de Fora 36036-900, Brazil;
| | - Gabriela Lima de Melo Ghisi
- Library & Information Services, Toronto Rehabilitation Institute, University Health Network, Toronto, ON M5G 2A2, Canada;
- KITE Research Institute, University Health Network, Toronto, ON M4G 1R7, Canada
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12
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Li B, Zamzam A, Syed MH, Djahanpour N, Jain S, Abdin R, Qadura M. Fatty acid binding protein 4 has prognostic value in peripheral artery disease. J Vasc Surg 2023; 78:719-726. [PMID: 37318430 DOI: 10.1016/j.jvs.2023.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 04/21/2023] [Accepted: 05/01/2023] [Indexed: 06/16/2023]
Abstract
OBJECTIVE Peripheral artery disease (PAD) remains undertreated, despite its association with major amputation and mortality. This is partly due to a lack of available disease biomarkers. The intracellular protein fatty acid binding protein 4 (FABP4) is implicated in diabetes, obesity, and metabolic syndrome. Given that these risk factors are strong contributors to vascular disease, we assessed the prognostic ability of FABP4 in predicting PAD-related adverse limb events. METHODS This was a prospective case-control study with 3 years of follow-up. Baseline serum FABP4 concentrations were measured in patients with PAD (n = 569) and without PAD (n = 279). The primary outcome was major adverse limb event (MALE; defined as a composite of vascular intervention or major amputation). The secondary outcome was worsening PAD status (drop in ankle-brachial index ≥0.15). Kaplan-Meier and Cox proportional hazards analyses adjusted for baseline characteristics were conducted to assess the ability of FABP4 to predict MALE and worsening PAD status. RESULTS Patients with PAD were older and more likely to have cardiovascular risk factors compared with those without PAD. Over the study period, MALE and worsening PAD status occurred in 162 (19%) and 92 (11%) patients, respectively. Higher FABP4 levels were significantly associated with 3-year MALE (unadjusted hazard ratio [HR], 1.19; 95% confidence interval [CI], 1.04-1.27; adjusted HR, 1.18; 95% CI, 1.03-1.27; P = .022) and worsening PAD status (unadjusted HR, 1.18; 95% CI, 1.13-1.31; adjusted HR, 1.17; 95% CI, 1.12-1.28; P < .001). Three-year Kaplan-Meier survival analysis demonstrated that patients with high FABP4 levels had a decreased freedom from MALE (75% vs 88%; log rank = 22.6; P < .001), vascular intervention (77% vs 89%; log rank = 20.8; P < .001), and worsening PAD status (87% vs 91%; log rank = 6.16; P = .013). CONCLUSIONS Individuals with higher serum concentrations of FABP4 are more likely to develop PAD-related adverse limb events. FABP4 has prognostic value in risk-stratifying patients for further vascular evaluation and management.
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Affiliation(s)
- Ben Li
- Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada
| | - Abdelrahman Zamzam
- Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada
| | - Muzammil H Syed
- Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada
| | - Niousha Djahanpour
- Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada
| | - Shubha Jain
- Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada
| | - Rawand Abdin
- Department of Medicine, McMaster University, Hamilton, Ontario, Canada
| | - Mohammad Qadura
- Division of Vascular Surgery, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada; Department of Surgery, University of Toronto, Toronto, Ontario, Canada; Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael's Hospital, Unity Health Toronto, University of Toronto, Toronto, Ontario, Canada.
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13
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Wu Z, Ruan Z, Liang G, Wang X, Wu J, Wang B. Association between dietary magnesium intake and peripheral arterial disease: Results from NHANES 1999-2004. PLoS One 2023; 18:e0289973. [PMID: 37566622 PMCID: PMC10420347 DOI: 10.1371/journal.pone.0289973] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 07/29/2023] [Indexed: 08/13/2023] Open
Abstract
BACKGROUND Magnesium has been found to have a strong association with peripheral arterial disease (PAD), and dietary magnesium intake shows promise as a predictor of the condition. However, the relationship between low dietary magnesium intake and an increased risk of PAD remains uncertain, and further research is needed to clarify this relationship. METHODS This study analyzed data from 5969 participants in the National Health and Nutrition Examination Survey (NHANES) of the United States from 1999 to 2004. Multifactorial logistic regression models were used to investigate the association between dietary magnesium intake and PAD. RESULTS Participants with PAD had lower dietary magnesium intake compared to those without PAD. After adjusting for all covariates, dietary magnesium intake remained negatively associated with PAD (OR: 0.999, 95% CI: 0.998, 1.000). When dietary magnesium intake was divided into quartiles, compared with the fourth quantile, the first quartile is associated with a higher incidence rate of PAD (OR: 1.560, 95%CI: 1.019, 2.386). Subgroup analysis revealed that the link between dietary magnesium intake and PAD remained significant among specific subgroups, including non-white, never or former smokers, and non-hypertensive, non-diabetic individuals (P < 0.05). CONCLUSION Our study provides evidence that dietary magnesium intake is negatively associated with the incidence of PAD. Therefore, people with inadequate dietary magnesium intake, particularly those with excessively low intake, should increase their magnesium intake to reduce the risk of PAD.
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Affiliation(s)
- Zhe Wu
- The First Clinical College, Shandong Chinese Medical University, Jinan, China
| | - Zhishen Ruan
- The First Clinical College, Shandong Chinese Medical University, Jinan, China
| | - Gang Liang
- Department of Vascular Surgery, The First Affiliated Hospital of Shandong Chinese Medical University, Jinan, China
| | - Xu Wang
- The First Clinical College, Shandong Chinese Medical University, Jinan, China
| | - Jianlin Wu
- The Traditional Chinese Medicine College, Shandong Chinese Medical University, Jinan, China
| | - Bin Wang
- The First Clinical College, Shandong Chinese Medical University, Jinan, China
- Department of Vascular Surgery, The First Affiliated Hospital of Shandong Chinese Medical University, Jinan, China
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14
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Li B, Syed MH, Qadura M. Increasing Awareness for Peripheral Artery Disease through the Identification of Novel Biomarkers. Biomolecules 2023; 13:1189. [PMID: 37627254 PMCID: PMC10452703 DOI: 10.3390/biom13081189] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 07/27/2023] [Indexed: 08/27/2023] Open
Abstract
Peripheral artery disease (PAD) is a chronic atherosclerotic disorder that involves the lower extremity arteries, manifesting in claudication, rest pain, and tissue loss [...].
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Affiliation(s)
- Ben Li
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, ON M5B 1W8, Canada; (B.L.); (M.H.S.)
- Department of Surgery, University of Toronto, Toronto, ON M5S 1A1, Canada
| | - Muzammil H. Syed
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, ON M5B 1W8, Canada; (B.L.); (M.H.S.)
| | - Mohammad Qadura
- Division of Vascular Surgery, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, ON M5B 1W8, Canada; (B.L.); (M.H.S.)
- Department of Surgery, University of Toronto, Toronto, ON M5S 1A1, Canada
- Keenan Research Centre for Biomedical Science, Li Ka Shing Knowledge Institute, St. Michael’s Hospital, Unity Health Toronto, University of Toronto, Toronto, ON M5B 1W8, Canada
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15
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Mohan B, Singal G, Singh AK, Singh B, Singla A, Hatwal J, Uppal A, Tandon R, Singh G, Goyal A, Chhabra ST, Aslam N, Roy A, Wander GS, Batta A. Prevalence and predictors of lower extremity atherosclerotic disease amongst high-risk patients using ankle brachial index. Indian Heart J 2023:S0019-4832(23)00048-2. [PMID: 37003536 DOI: 10.1016/j.ihj.2023.03.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2022] [Revised: 02/15/2023] [Accepted: 03/28/2023] [Indexed: 04/03/2023] Open
Abstract
INTRODUCTION The prevalence of lower extremity artery disease (LEAD) continues to increase worldwide. This is expected to translate into logarithmic rise in lower-limb amputations especially in the developing world. Majority of patients suffering from LEAD remain asymptomatic until late and are vulnerable to limb-threatening complications unless actively screened and treated. METHODS This was a prospective, single-center, observational study to determine the prevalence and predictors of LEAD. Patients with known atherosclerotic vascular disease (but not known LEAD) or those at risk were enrolled. All underwent ABI measurement as per the standard protocol. A threshold of ABI ≤ 0.90 was taken to diagnose LEAD. RESULTS A total of 1000 patients were enrolled. The mean age of the group was 61.4±10.0 years and the prevalence of LEAD was 10.2%. Amongst those who had LEAD, the majority of patients (69.6%) had no symptoms. The prevalence of LEAD in diabetic population in our study was 13.2% and in coronary artery disease patients it was 30.9%. Factors independently linked to LEAD on regression analysis included advanced age, presence of diabetes, smoking history, lower serum HDL and a lower ejection fraction. CONCLUSIONS The vast majority of patients suffering from LEAD are asymptomatic. Early diagnoses and institution of appropriate medical and physical therapy can prevent excess morbidity and mortality due to LEAD. Factors independently linked to LEAD are advanced age, presence of diabetes, smoking history, lower serum HDL and a lower ejection fraction. The presence of either of these should signal undertaking of appropriate steps to unmask underlying LEAD.
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Affiliation(s)
- Bishav Mohan
- Department of Cardiology, Dayanand Medical College and Hospital, Ludhiana, 141001, INDIA
| | - Gautam Singal
- Department of Cardiology, Dayanand Medical College and Hospital, Ludhiana, 141001, INDIA
| | - Adesh Kumar Singh
- Department of Cardiology, Dayanand Medical College and Hospital, Ludhiana, 141001, INDIA
| | - Bhupinder Singh
- Department of Cardiology, All India Institute of Medical Sciences, Bathinda, Punjab-151001, INDIA
| | - Ankur Singla
- Department of Cardiology, Dayanand Medical College and Hospital, Ludhiana, 141001, INDIA
| | - Juniali Hatwal
- Department of Internal Medicine, Advanced Cardiac Centre, Post Graduate Institute of Medical Education & Research, Chandigarh-160012, INDIA
| | - Aditya Uppal
- Department of Cardiology, Dayanand Medical College and Hospital, Ludhiana, 141001, INDIA
| | - Rohit Tandon
- Department of Cardiology, Dayanand Medical College and Hospital, Ludhiana, 141001, INDIA
| | - Gurbhej Singh
- Department of Cardiology, Dayanand Medical College and Hospital, Ludhiana, 141001, INDIA
| | - Abhishek Goyal
- Department of Cardiology, Dayanand Medical College and Hospital, Ludhiana, 141001, INDIA
| | - Shibba Takkar Chhabra
- Department of Cardiology, Dayanand Medical College and Hospital, Ludhiana, 141001, INDIA
| | - Naved Aslam
- Department of Cardiology, Dayanand Medical College and Hospital, Ludhiana, 141001, INDIA
| | - Ambuj Roy
- Department of Cardiology, All India Institute of Medical Sciences, Ansari Nagar- New Delhi, 110029, INDIA
| | - Gurpreet Singh Wander
- Department of Cardiology, Dayanand Medical College and Hospital, Ludhiana, 141001, INDIA
| | - Akash Batta
- Department of Cardiology, Dayanand Medical College and Hospital, Ludhiana, 141001, INDIA.
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Marcucci R, Berteotti M, Gragnano F, Galli M, Cavallari I, Renda G, Capranzano P, Santilli F, Capodanno D, Angiolillo DJ, Cirillo P, Calabrò P, Patti G, De Caterina R. Monitoring antiplatelet therapy: where are we now? J Cardiovasc Med (Hagerstown) 2022; 24:e24-e35. [PMID: 36729588 DOI: 10.2459/jcm.0000000000001406] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Single antiplatelet therapy represents the cornerstone of thrombosis prevention in atherosclerotic cardiovascular disease. Dual antiplatelet therapy (DAPT), consisting of aspirin plus a P2Y12 inhibitor, is the standard of care for patients with acute coronary syndrome or undergoing both coronary and peripheral percutaneous interventions. Recent data suggest the efficacy of DAPT also after minor stroke. In this setting, a large body of evidence has documented that genetic and acquired patients' characteristics may affect the magnitude of platelet inhibition induced by antiplatelet agents. The implementation of tools allowing the identification and prediction of platelet inhibition has recently been shown to improve outcomes, leading to an optimal balance between antithrombotic efficacy and bleeding risk. We are therefore clearly moving towards tailored antiplatelet therapy. The aim of this paper is to summarize the available evidence on the evaluation of platelet inhibition in patients with coronary, peripheral, or cerebrovascular atherosclerosis. We will here focus on antiplatelet therapy based on both aspirin and P2Y12 inhibitors. In addition, we provide practical insights into the clinical settings in which it appears reasonable to implement antiplatelet therapy monitoring.
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Affiliation(s)
- Rossella Marcucci
- Department of Clinical and Experimental Medicine, University of Florence, Florence
| | - Martina Berteotti
- Department of Clinical and Experimental Medicine, University of Florence, Florence
| | - Felice Gragnano
- Division of Clinical Cardiology, Azienda Ospedaliera di Rilievo Nazionale 'Sant'Anna e San Sebastiano', Caserta.,Department of Translational Medical Sciences, University of Campania 'Luigi Vanvitelli', Naples
| | - Mattia Galli
- Catholic University of the Sacred Heart, Rome.,Maria Cecilia Hospital, GVM Care & Research, Cotignola
| | | | - Giulia Renda
- Department of Neuroscience, Imaging and Clinical Sciences, and Center for Advanced Studies and Technology (CAST), G. d'Annunzio University Chieti-Pescara
| | - Piera Capranzano
- Division of Cardiology, Azienda Ospedaliero Universitaria Policlinico "G. Rodolico-San Marco", University of Catania, Catania
| | - Francesca Santilli
- Department of Medicine and Aging, and Center for Advanced Studies and Technology (CAST), G. d'Annunzio University Chieti-Pescara, Italy
| | - Davide Capodanno
- Division of Cardiology, Azienda Ospedaliero Universitaria Policlinico "G. Rodolico-San Marco", University of Catania, Catania
| | - Dominick J Angiolillo
- Division of Cardiology, University of Florida College of Medicine, Jacksonville, FL, USA
| | - Plinio Cirillo
- Division of Cardiology, Department of Advanced Biomedical Sciences, Federico II University of Naples, Naples
| | - Paolo Calabrò
- Division of Clinical Cardiology, Azienda Ospedaliera di Rilievo Nazionale 'Sant'Anna e San Sebastiano', Caserta.,Department of Translational Medical Sciences, University of Campania 'Luigi Vanvitelli', Naples
| | - Giuseppe Patti
- Maggiore della Carità Hospital, University of Eastern Piedmont, Novara
| | - Raffaele De Caterina
- Department of Surgical, Medical and Molecular Pathology and of Critical Sciences, University of Pisa, Pisa.,Division of Cardiology, Azienda Ospedaliero-Universitaria Pisana, Pisa.,Fondazione VillaSerena per la Ricerca, Città Sant'Angelo-Pescara, Pescara, Italy
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17
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Gao X, Lv T, Li G, Tse G, Liu T. Association Between Atherosclerosis-Related Cardiovascular Disease and Uveitis: A Systematic Review and Meta-Analysis. Diagnostics (Basel) 2022; 12:diagnostics12123178. [PMID: 36553185 PMCID: PMC9777442 DOI: 10.3390/diagnostics12123178] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 12/08/2022] [Accepted: 12/12/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Uveitis is not only an intraocular inflammatory disease, but also an indicator of systemic inflammation. It is unclear whether uveitis can increase the risk of cardiovascular disease (CVD) through the atherosclerotic pathway. METHODS PubMed and Embase databases were searched until 5 September, 2022. Original studies investigating uveitis and cardiovascular events were selected. The random-effects model was used to calculate the difference of groups in pooled estimates. RESULTS A total of six observational studies that included mainly ankylosing spondylitis (AS) patients were included. Of these, three studies reported data on carotid plaques and carotid intima-media thickness (cIMT) and the other three studies provided data on atherosclerosis-related CVD. No significant difference was found in cIMT between uveitis and controls (MD = 0.01, 95% CI = -0.03-0.04, p = 0.66), consistent with the findings of carotid plaque incidence (OR = 1.30, 95% CI = 0.71-2.41, p = 0.39). However, uveitis was associated with a 1.49-fold increase in atherosclerosis-related CVD (HR = 1.49, 95% CI = 1.20-1.84, p = 0.0002). CONCLUSIONS Uveitis is a predictor of atherosclerosis-related CVD in AS patients. For autoimmune disease patients with uveitis, earlier screening of cardiovascular risk factors and the implementation of corresponding prevention strategies may be associated with a better prognosis.
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Affiliation(s)
- Xinyi Gao
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin 300211, China
| | - Tonglian Lv
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin 300211, China
| | - Guangping Li
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin 300211, China
| | - Gary Tse
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin 300211, China
- Kent and Medway Medical School, Canterbury CT2 7NZ, UK
- Correspondence: (G.T.); or (T.L.)
| | - Tong Liu
- Tianjin Key Laboratory of Ionic-Molecular Function of Cardiovascular Disease, Department of Cardiology, Tianjin Institute of Cardiology, Second Hospital of Tianjin Medical University, Tianjin 300211, China
- Correspondence: (G.T.); or (T.L.)
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18
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Kim TI, Loh S, DeWan A, Murray M, Mojibian H, Mani A, Mena-Hurtado C, Ochoa Chaar CI. Major adverse limb events among patients with premature peripheral artery disease compared with those at the common age undergoing revascularization in the Vascular Quality Initiative. Ann Vasc Surg 2022; 87:188-197. [PMID: 35926786 DOI: 10.1016/j.avsg.2022.07.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2022] [Revised: 07/07/2022] [Accepted: 07/07/2022] [Indexed: 11/18/2022]
Abstract
OBJECTIVES Premature peripheral artery disease (PAD), defined as ≤ 50 years of age, is associated with poor outcomes following lower extremity revascularization (LER). However, the specific characteristics and outcomes of this group of patients compared to those at the common age undergoing revascularization have not been examined. The aim of this study is to compare patients with early versus late onset premature PAD undergoing LER focusing on major adverse limb events (MALEs). METHODS All LER procedures (open and endovascular) in the Vascular Quality Initiative (VQI) were reviewed. A histogram of patient age at the time of initial LER (no prior LER) was used to define the common age, which included all patients within one standard deviation of the mean. Characteristics and outcomes of patients with premature PAD were compared to patients treated at the common age of presentation undergoing LER. RESULTS A histogram of all patients undergoing LER was used to define 60 to 80 years as the common age. Patients with premature PAD were more likely to be female, African American, and Hispanic compared to patients at the common age. Patients with premature PAD were also more likely to have insulin-dependent diabetes, be current smokers, on dialysis, and be treated for claudication. Patients with premature PAD were less likely to have Transatlantic Intersociety Consensus (TASC II) C or D disease and were less likely to be on antiplatelets and statins. These differences were more pronounced in patients with chronic limb-threatening ischemia (CLTI). Cox proportional hazards regression demonstrated that premature PAD was independently associated with major adverse limb events (MALEs) at one-year for patients with claudication (HR:1.7, 95% CI:1.4-2.0) and CLTI (HR:1.3, 95% CI:1.2-1.5) compared to patients 60 to 80 years of age. CONCLUSION Patients with premature PAD have significant differences in characteristics compared to patients treated at the common age. Vascular providers should emphasize medical therapy prior to LER given the lower rates of medical optimization and worse one-year MALEs in patients with premature PAD.
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Affiliation(s)
- Tanner I Kim
- Division of Vascular Surgery, Department of Surgery, Yale School of Medicine, New Haven, CT
| | - Sarah Loh
- Division of Vascular Surgery, Department of Surgery, Yale School of Medicine, New Haven, CT
| | | | - Michael Murray
- Department of Genetics, Yale School of Medicine, New Haven, CT
| | - Hamid Mojibian
- Department of Radiology and Biomedical Imaging, Yale University School of Medicine, New Haven, CT
| | - Arya Mani
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, CT
| | - Carlos Mena-Hurtado
- Section of Cardiovascular Medicine, Department of Internal Medicine, Yale University School of Medicine, New Haven, CT
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19
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Anghel R, Adam CA, Marcu DTM, Mitu O, Mitu F. Cardiac Rehabilitation in Patients with Peripheral Artery Disease-A Literature Review in COVID-19 Era. J Clin Med 2022; 11:416. [PMID: 35054109 PMCID: PMC8778009 DOI: 10.3390/jcm11020416] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Revised: 01/07/2022] [Accepted: 01/11/2022] [Indexed: 12/12/2022] Open
Abstract
Cardiac rehabilitation (CR) is an integral part of the management of various cardiovascular disease such as coronary artery disease (CAD), peripheral artery disease (PAD), or chronic heart failure (CHF), with proven morbidity and mortality benefits. This article aims to review and summarize the scientific literature related to cardiac rehabilitation programs for patients with PAD and how they were adapted during the COVID-19 pandemic. The implementation of CR programs has been problematic since the COVID-19 pandemic due to social distancing and work-related restrictions. One of the main challenges for physicians and health systems alike has been the management of PAD patients. COVID-19 predisposes to coagulation disorders that can lead to severe thrombotic events. Home-based walking exercises are more accessible and easier to accept than supervised exercise programs. Cycling or other forms of exercise are more entertaining or challenging alternatives to exercise therapy. Besides treadmill exercises, upper- and lower-extremity ergometry also has great functional benefits, especially regarding walking endurance. Supervised exercise therapy has a positive impact on both functional capacity and also on the quality of life of such patients. The most effective manner to acquire this seems to be by combining revascularization therapy and supervised exercise. Rehabilitation programs proved to be a mandatory part of the integrative approach in these cases, increasing quality of life, and decreasing stress levels, depression, and anxiety.
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Affiliation(s)
- Razvan Anghel
- Clinical Rehabilitation Hospital, Cardiovascular Rehabilitation Clinic, Pantelimon Halipa Street nr 14, 700661 Iasi, Romania; (R.A.); (C.A.A.); (F.M.)
| | - Cristina Andreea Adam
- Clinical Rehabilitation Hospital, Cardiovascular Rehabilitation Clinic, Pantelimon Halipa Street nr 14, 700661 Iasi, Romania; (R.A.); (C.A.A.); (F.M.)
| | - Dragos Traian Marius Marcu
- Department of Internal Medicine, University of Medicine and Pharmacy “Grigore T. Popa”, University Street nr 16, 700115 Iasi, Romania;
| | - Ovidiu Mitu
- Department of Internal Medicine, University of Medicine and Pharmacy “Grigore T. Popa”, University Street nr 16, 700115 Iasi, Romania;
- “Sf. Spiridon” Clinical Emergency Hospital, Independence Boulevard nr 1, 700111 Iasi, Romania
| | - Florin Mitu
- Clinical Rehabilitation Hospital, Cardiovascular Rehabilitation Clinic, Pantelimon Halipa Street nr 14, 700661 Iasi, Romania; (R.A.); (C.A.A.); (F.M.)
- Department of Internal Medicine, University of Medicine and Pharmacy “Grigore T. Popa”, University Street nr 16, 700115 Iasi, Romania;
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20
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Abraham P, Lecoq S, Hersant J, Henni S. Arterial claudication. VASCULAR INVESTIGATION AND THERAPY 2022. [DOI: 10.4103/2589-9686.360872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
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21
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Witrick B, Kalbaugh CA, Shi L, Mayo R, Hendricks B. Geographic Disparities in Readmissions for Peripheral Artery Disease in South Carolina. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 19:285. [PMID: 35010545 PMCID: PMC8751080 DOI: 10.3390/ijerph19010285] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 11/03/2021] [Revised: 12/22/2021] [Accepted: 12/24/2021] [Indexed: 06/14/2023]
Abstract
Readmissions constitute a major health care burden among peripheral artery disease (PAD) patients. This study aimed to 1) estimate the zip code tabulation area (ZCTA)-level prevalence of readmission among PAD patients and characterize the effect of covariates on readmissions; and (2) identify hotspots of PAD based on estimated prevalence of readmission. Thirty-day readmissions among PAD patients were identified from the South Carolina Revenue and Fiscal Affairs Office All Payers Database (2010-2018). Bayesian spatial hierarchical modeling was conducted to identify areas of high risk, while controlling for confounders. We mapped the estimated readmission rates and identified hotspots using local Getis Ord (G*) statistics. Of the 232,731 individuals admitted to a hospital or outpatient surgery facility with PAD diagnosis, 30,366 (13.1%) experienced an unplanned readmission to a hospital within 30 days. Fitted readmission rates ranged from 35.3 per 1000 patients to 370.7 per 1000 patients and the risk of having a readmission was significantly associated with the percentage of patients who are 65 and older (0.992, 95%CI: 0.985-0.999), have Medicare insurance (1.013, 1.005-1.020), and have hypertension (1.014, 1.005-1.023). Geographic analysis found significant variation in readmission rates across the state and identified priority areas for targeted interventions to reduce readmissions.
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Affiliation(s)
- Brian Witrick
- Department of Public Health Sciences, Clemson University, Clemson, SC 29631, USA; (C.A.K.); (L.S.); (R.M.)
| | - Corey A. Kalbaugh
- Department of Public Health Sciences, Clemson University, Clemson, SC 29631, USA; (C.A.K.); (L.S.); (R.M.)
- Department of Bioengineering, Clemson University, Clemson, SC 29631, USA
| | - Lu Shi
- Department of Public Health Sciences, Clemson University, Clemson, SC 29631, USA; (C.A.K.); (L.S.); (R.M.)
| | - Rachel Mayo
- Department of Public Health Sciences, Clemson University, Clemson, SC 29631, USA; (C.A.K.); (L.S.); (R.M.)
| | - Brian Hendricks
- Department of Epidemiology and Biostatistics, West Virginia University School of Public Health, Morgantown, WV 26505, USA;
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22
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Byskosh N, Pamulapati V, Xu S, Vavra AK, Hoel AW, Tian L, McDermott MM, Butt Z, Ho KJ. Identifying Gaps in Disease Knowledge among Patients with Peripheral Artery Disease. J Vasc Surg 2021; 75:1358-1368.e5. [PMID: 34793926 DOI: 10.1016/j.jvs.2021.11.036] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2021] [Accepted: 11/08/2021] [Indexed: 10/19/2022]
Abstract
INTRODUCTION An individual's understanding of disease risk factors and outcomes is important for the ability to make healthy lifestyle choices and decisions about disease treatment. Peripheral artery disease (PAD) is a condition with increasing global prevalence and high risk of adverse patient outcomes. This study seeks to understand the adequacy of disease understanding in patients with PAD. METHODS This was an observational study of patients with PAD recruited from vascular surgery outpatient clinic and PAD clinical studies at a single academic medical center over an 8-month period. A 44-item paper survey assessed demographic and socioeconomic information, knowledge of personal medical history, PAD risk factors, consequences of PAD, and health education preferences. Patients with documented presence of PAD were offered the survey. Patients unable to complete the survey or provide informed consent were not considered eligible. Disease "awareness" was defined as correct acknowledgement of the presence or absence of a disease, including PAD, in the personal medical history. "PAD knowledge score" was the percentage of correct responses to questions on general PAD risk factors and consequences. Of 126 eligible patients, 109 participated. Bivariate analysis was used to study factors associated with awareness of PAD diagnosis. Factors associated with the PAD knowledge score were studied using the Pearson correlation coefficient, two-sample T-test, or one-way ANOVA. P value < .05 was considered statistically significant. RESULTS Mean participant age was 69.4 ± 11.0 years and 39.4% (N=43) were female. Most participants (78.9%; N=86) had critical limb-threatening ischemia. Only 65.4% (N=70) of participants were aware of a diagnosis of PAD, which was less than their awareness of related comorbidities. Factors positively associated with PAD diagnosis awareness were female sex (81.4% vs. 54.7%; P=.004) and history of percutaneous leg revascularization (78.6% vs. 47.9%; p=.001). Among 17 patients who had undergone major leg amputation, 35% (N=6) were unaware of a diagnosis of PAD. PAD knowledge scores correlated positively with an awareness of PAD diagnosis (59.1% vs. 48.7%; P=.02) and negatively with a history of hypertension (53.4% vs. 68.1%; P=.001). Most participants (86.5%; N=90) expressed a desire to be further educated on PAD. The most popular education topics were dietary recommendations, causes, and treatment for PAD. CONCLUSION Patients with PAD have deficits in their awareness of this diagnosis and general knowledge about PAD. Future research priorities should further define these deficits and their causes in order to inform new strategies that foster information-seeking behavior and effective educational programs for PAD.
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Affiliation(s)
- Nina Byskosh
- Division of Vascular Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Vivek Pamulapati
- Division of Vascular Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Shujun Xu
- Division of General Internal Medicine and Geriatrics, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Ashley K Vavra
- Division of Vascular Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Andrew W Hoel
- Division of Vascular Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Lu Tian
- Department of Health Research and Policy, Stanford University, Stanford, California
| | - Mary M McDermott
- Division of General Internal Medicine and Geriatrics, Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Zeeshan Butt
- Medical Social Sciences, Psychiatry and Behavioral Sciences and Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois
| | - Karen J Ho
- Division of Vascular Surgery, Department of Surgery, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
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23
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Soudet S, Bultel L, Adnane L, Reix T, Sevestre MA. Under-Prescription of Medical Treatment for Peripheral Artery Disease in the Under 50s: A Retrospective Study. Angiology 2021; 73:338-343. [PMID: 34486390 DOI: 10.1177/00033197211042155] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Peripheral artery disease (PAD) is a common cause of morbidity and mortality; however, data on its etiology and evolution in patients under 50 years old are scarce. Therefore, we performed a retrospective analysis of data from medical records, including cardiovascular risk factors, etiology, medical and surgical treatment, and follow-up. We included all patients with PAD aged between 18 and 50 years attending our university hospital between 2005 and 2015. Of the 87 patients included, 32 (36%) were women. Smoking was acknowledged by 81 patients (93%), and 37 had dyslipidemia (42.5%). Median follow-up was 24 months (10-59). Recurrence occurred in 41 patients (47.1%), all active smokers, with a median delay of 14 months (7-47). Acute limb ischemia at diagnosis was significantly associated with major amputation, odds ratio (OR) 5.95 (95%CI 1.41-40.90, P = .029), which was needed by 11 patients (12.6%). Treatments included antiplatelet therapy (76; 87.4%), statins (67; 77%), and anti-hypertensives (60; 69%), and 29 (32.1%) patients benefited from vascular rehabilitation. This cohort of relatively young patients with PAD showed a high level of symptom recurrence. Atherosclerosis was the most common etiology. Our study revealed that medical treatment is often under-prescribed in this age group and needs to be improved.
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Affiliation(s)
- Simon Soudet
- Department of Vascular Medicine, 36673Amiens-Picardie University Hospital, Amiens, France.,EA CHIMERE, 7516, University Picardie Jules Verne, Amiens, France
| | - Lorène Bultel
- Department of Vascular Medicine, 36673Amiens-Picardie University Hospital, Amiens, France
| | - Lamrani Adnane
- Biostatistics, Clinical Research and Innovation Department, 36673Amiens-Picardie University Hospital, Amiens, France.,Rehabilitation Care Department, René Plevan Hospital, Dinan, Brittany, France
| | - Thierry Reix
- Department of Vascular Surgery, 36673Amiens-Picardie University Hospital, Amiens, France
| | - Marie Antoinette Sevestre
- Department of Vascular Medicine, 36673Amiens-Picardie University Hospital, Amiens, France.,EA CHIMERE, 7516, University Picardie Jules Verne, Amiens, France
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