1
|
Kurniawan RB, Siahaan PP, Saputra PBT, Arnindita JN, Savitri CG, Faizah NN, Andira LH, D’Oria M, Eko Putranto JN, Alkaff FF. Neutrophil-to-lymphocyte ratio as a prognostic biomarker in patients with peripheral artery disease: A systematic review and meta-analysis. Vasc Med 2024; 29:687-699. [PMID: 39415502 PMCID: PMC11590382 DOI: 10.1177/1358863x241281699] [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: 10/18/2024]
Abstract
BACKGROUND The neutrophil-to-lymphocyte ratio (NLR) is a simple and routinely obtained parameter reflecting systemic inflammation, including in peripheral artery disease (PAD). METHODS This systematic review aimed to assess the role of NLR as a prognostic biomarker in patients with PAD. A systematic search was conducted across PubMed, ScienceDirect, Web of Science, Scopus, ProQuest, EBSCO, and Cochrane. Random-effects meta-analysis was used to pool risk ratios, sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV). A bivariate model was used to generate summary receiver operating characteristics with the corresponding area under the curve (AUC). RESULTS This review included 5243 patients with PAD from nine eligible studies. High NLR corresponded to at least a twofold increased risk of all-cause mortality (ACM), major adverse limb events (MALE), and major adverse cardiovascular events (MACE). NLR's performance was good for predicting 1-year ACM (AUC 0.71 [95% CI: 0.59-0.79], sensitivity 58.2% [95% CI: 45.3-71.0], specificity 72.6% [95% CI: 65.6-79.62], PPV 41.0% [95% CI: 31.2-50.7], NPV 82.7% [95% CI: 74.1-91.3]) and 1-year MALE (AUC 0.78 [95% CI: 0.75-0.80], sensitivity 65.4% [95% CI: 41.6-89.2], specificity 77.7% [95% CI: 71.0-84.3], PPV 53.7% [95% CI: 47.3-60.1], NPV 83.91% [95% CI: 73.2-94.6]). However, these values tended to decrease as the follow-up duration extended, except for the pooled specificities, which exhibited the opposite pattern. CONCLUSION NLR emerges as a simple and cost-effective prognostic biomarker with decent performance for poor outcomes in patients with PAD (PROSPERO Registration No.: CRD42023486607).
Collapse
Affiliation(s)
- Roy B Kurniawan
- Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia
| | | | - Pandit BT Saputra
- Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Airlangga-Dr. Soetomo General Academic Hospital, Surabaya, Indonesia
- Cardiovascular Research and Innovation Center, Universitas Airlangga, Surabaya, Indonesia
| | - Jannatin N Arnindita
- Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Airlangga-Dr. Soetomo General Academic Hospital, Surabaya, Indonesia
- Cardiovascular Research and Innovation Center, Universitas Airlangga, Surabaya, Indonesia
| | - Cornelia G Savitri
- Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Airlangga-Dr. Soetomo General Academic Hospital, Surabaya, Indonesia
- Cardiovascular Research and Innovation Center, Universitas Airlangga, Surabaya, Indonesia
| | - Novia N Faizah
- Division of Cardiovascular Medicine, Graduate School of Medicine, Kobe University, Kobe, Japan
| | - Luqman H Andira
- Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Airlangga-Dr. Soetomo General Academic Hospital, Surabaya, Indonesia
| | - Mario D’Oria
- Division of Vascular and Endovascular Surgery, Department of Clinical Surgical and Health Sciences, University of Trieste, Trieste, Italy
| | - J Nugroho Eko Putranto
- Department of Cardiology and Vascular Medicine, Faculty of Medicine, Universitas Airlangga-Dr. Soetomo General Academic Hospital, Surabaya, Indonesia
- Cardiovascular Research and Innovation Center, Universitas Airlangga, Surabaya, Indonesia
| | - Firas F Alkaff
- Division of Nephrology, Department of Internal Medicine, University of Groningen, University Medical Center Groningen, Groningen, Netherlands
- Department of Anatomy, Histology, and Pharmacology, Division of Pharmacology and Therapy, Faculty of Medicine, Universitas Airlangga, Surabaya, Indonesia
| |
Collapse
|
2
|
Porras CP, Teraa M, Damen JAA, Hazenberg CEVB, Bots ML, Verhaar MC, Vernooij RWM. Editor's Choice - Prognostic Factors and Models to Predict Mortality Outcomes in Patients with Peripheral Arterial Disease: A Systematic Review. Eur J Vasc Endovasc Surg 2024; 68:361-377. [PMID: 38795905 DOI: 10.1016/j.ejvs.2024.05.029] [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: 08/09/2023] [Revised: 04/18/2024] [Accepted: 05/14/2024] [Indexed: 05/28/2024]
Abstract
OBJECTIVE Predicting adverse outcomes in patients with peripheral arterial disease (PAD) is a complex task owing to the heterogeneity in patient and disease characteristics. This systematic review aimed to identify prognostic factors and prognostic models to predict mortality outcomes in patients with PAD Fontaine stage I - III or Rutherford category 0 - 4. DATA SOURCES PubMed, Embase, and Cochrane Database of Systematic Reviews were searched to identify studies examining individual prognostic factors or studies aiming to develop or validate a prognostic model for mortality outcomes in patients with PAD. REVIEW METHODS Information on study design, patient population, prognostic factors, and prognostic model characteristics was extracted, and risk of bias was evaluated. RESULTS Sixty nine studies investigated prognostic factors for mortality outcomes in PAD. Over 80 single prognostic factors were identified, with age as a predictor of death in most of the studies. Other common factors included sex, diabetes, and smoking status. Six studies had low risk of bias in all domains, and the remainder had an unclear or high risk of bias in at least one domain. Eight studies developed or validated a prognostic model. All models included age in their primary model, but not sex. All studies had similar discrimination levels of > 70%. Five of the studies on prognostic models had an overall high risk of bias, whereas two studies had an overall unclear risk of bias. CONCLUSION This systematic review shows that a large number of prognostic studies have been published, with heterogeneity in patient populations, outcomes, and risk of bias. Factors such as sex, age, diabetes, hypertension, and smoking are significant in predicting mortality risk among patients with PAD Fontaine stage I - III or Rutherford category 0 - 4.
Collapse
Affiliation(s)
- Cindy P Porras
- Department of Nephrology and Hypertension, University Medical Centre Utrecht, Utrecht, The Netherlands; Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Martin Teraa
- Department of Vascular Surgery, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Johanna A A Damen
- Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, The Netherlands
| | | | - Michiel L Bots
- Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Marianne C Verhaar
- Department of Nephrology and Hypertension, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Robin W M Vernooij
- Department of Nephrology and Hypertension, University Medical Centre Utrecht, Utrecht, The Netherlands; Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, The Netherlands.
| |
Collapse
|
3
|
Wu Y, Dong D, Zhu L, Luo Z, Liu Y, Xie X. Interpretable machine learning models for detecting peripheral neuropathy and lower extremity arterial disease in diabetics: an analysis of critical shared and unique risk factors. BMC Med Inform Decis Mak 2024; 24:200. [PMID: 39039521 PMCID: PMC11265186 DOI: 10.1186/s12911-024-02595-z] [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: 11/09/2023] [Accepted: 07/01/2024] [Indexed: 07/24/2024] Open
Abstract
BACKGROUND Diabetic peripheral neuropathy (DPN) and lower extremity arterial disease (LEAD) are significant contributors to diabetic foot ulcers (DFUs), which severely affect patients' quality of life. This study aimed to develop machine learning (ML) predictive models for DPN and LEAD and to identify both shared and distinct risk factors. METHODS This retrospective study included 479 diabetic inpatients, of whom 215 were diagnosed with DPN and 69 with LEAD. Clinical data and laboratory results were collected for each patient. Feature selection was performed using three methods: mutual information (MI), random forest recursive feature elimination (RF-RFE), and the Boruta algorithm to identify the most important features. Predictive models were developed using logistic regression (LR), random forest (RF), and eXtreme Gradient Boosting (XGBoost), with particle swarm optimization (PSO) used to optimize their hyperparameters. The SHapley Additive exPlanation (SHAP) method was applied to determine the importance of risk factors in the top-performing models. RESULTS For diagnosing DPN, the XGBoost model was most effective, achieving a recall of 83.7%, specificity of 86.8%, accuracy of 85.4%, and an F1 score of 83.7%. On the other hand, the RF model excelled in diagnosing LEAD, with a recall of 85.7%, specificity of 92.9%, accuracy of 91.9%, and an F1 score of 82.8%. SHAP analysis revealed top five critical risk factors shared by DPN and LEAD, including increased urinary albumin-to-creatinine ratio (UACR), glycosylated hemoglobin (HbA1c), serum creatinine (Scr), older age, and carotid stenosis. Additionally, distinct risk factors were pinpointed: decreased serum albumin and lower lymphocyte count were linked to DPN, while elevated neutrophil-to-lymphocyte ratio (NLR) and higher D-dimer levels were associated with LEAD. CONCLUSIONS This study demonstrated the effectiveness of ML models in predicting DPN and LEAD in diabetic patients and identified significant risk factors. Focusing on shared risk factors may greatly reduce the prevalence of both conditions, thereby mitigating the risk of developing DFUs.
Collapse
Affiliation(s)
- Ya Wu
- Department of Endocrinology and Metabolism, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Danmeng Dong
- School of Medicine, Anhui University of Science and Technology, Huainan, China
| | - Lijie Zhu
- Department of Endocrinology and Metabolism, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China
| | - Zihong Luo
- School of Advanced Technology, Xi'an Jiaotong-Liverpool University, Suzhou, China
| | - Yang Liu
- Department of Geriatrics, Tongji Hospital, Tongji University School of Medicine, Shanghai, China
| | - Xiaoyun Xie
- Department of Endocrinology and Metabolism, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China.
| |
Collapse
|
4
|
Bradley NA, Roxburgh CSD, McMillan DC, Guthrie GJK. A systematic review of the neutrophil to lymphocyte and platelet to lymphocyte ratios in patients with lower extremity arterial disease. VASA 2024; 53:155-171. [PMID: 38563057 DOI: 10.1024/0301-1526/a001117] [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: 04/04/2024]
Abstract
Lower extremity arterial disease (LEAD) is caused by atherosclerotic plaque in the arterial supply to the lower limbs. The neutrophil to lymphocyte and platelet to lymphocyte ratios (NLR, PLR) are established markers of systemic inflammation which are related to inferior outcomes in multiple clinical conditions, though remain poorly described in patients with LEAD. This review was carried out in accordance with PRISMA guidelines. The MEDLINE database was interrogated for relevant studies. Primary outcome was the prognostic effect of NLR and PLR on clinical outcomes following treatment, and secondary outcomes were the prognostic effect of NLR and PLR on disease severity and technical success following revascularisation. There were 34 studies included in the final review reporting outcomes on a total of 19870 patients. NLR was investigated in 21 studies, PLR was investigated in two studies, and both NLR & PLR were investigated in 11 studies. Relating to increased levels of systemic inflammation, 20 studies (100%) reported inferior clinical outcomes, 13 (92.9%) studies reported increased disease severity, and seven (87.5%) studies reported inferior technical results from revascularisation. The studies included in this review support the role of elevated NLR and PLR as key components influencing the clinical outcomes, severity, and success of treatment in patients with LEAD. The use of these easily accessible, cost effective and routinely available markers is supported by the present review.
Collapse
|
5
|
Koutakis P, Hernandez H, Miserlis D, Thompson JR, Papoutsi E, Mietus CJ, Haynatzki G, Kim JK, Casale GP, Pipinos II. Oxidative damage in the gastrocnemius predicts long-term survival in patients with peripheral artery disease. NPJ AGING 2024; 10:21. [PMID: 38580664 PMCID: PMC10997596 DOI: 10.1038/s41514-024-00147-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Accepted: 03/20/2024] [Indexed: 04/07/2024]
Abstract
Patients with peripheral artery disease (PAD) have increased mortality rates and a myopathy in their affected legs which is characterized by increased oxidative damage, reduced antioxidant enzymatic activity and defective mitochondrial bioenergetics. This study evaluated the hypothesis that increased levels of oxidative damage in gastrocnemius biopsies from patients with PAD predict long-term mortality rates. Oxidative damage was quantified as carbonyl adducts in myofibers of the gastrocnemius of PAD patients. The oxidative stress data were grouped into tertiles and the 5-year, all-cause mortality for each tertile was determined by Kaplan-Meier curves and compared by the Modified Peto test. A Cox-regression model was used to control the effects of clinical characteristics. Results were adjusted for age, sex, race, body mass index, ankle-brachial index, smoking, physical activity, and comorbidities. Of the 240 study participants, 99 died during a mean follow up of 37.8 months. Patients in the highest tertile of oxidative damage demonstrated the highest 5-year mortality rate. The mortality hazard ratios (HR) from the Cox analysis were statistically significant for oxidative damage (lowest vs middle tertile; HR = 6.33; p = 0.0001 and lowest vs highest; HR = 8.37; p < 0.0001). Survival analysis of a contemporaneous population of PAD patients identifies abundance of carbonyl adducts in myofibers of their gastrocnemius as a predictor of mortality rate independently of ankle-brachial index, disease stage and other clinical and myopathy-related covariates.
Collapse
Affiliation(s)
- Panagiotis Koutakis
- Department of Biology, Baylor University, Waco, TX, USA.
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE, USA.
| | - Hernan Hernandez
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE, USA
| | - Dimitrios Miserlis
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE, USA
- Department of Surgery and Perioperative Care, University of Texas at Austin, Austin, TX, USA
| | - Jonathan R Thompson
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE, USA
| | - Evlampia Papoutsi
- Department of Biology, Baylor University, Waco, TX, USA
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE, USA
| | - Constance J Mietus
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE, USA
- Department of Neurological Surgery, University of Massachusetts Medical School, Worcester, MA, USA
| | - Gleb Haynatzki
- Department of Biostatistics, University of Nebraska Medical Center, Omaha, NE, USA
| | - Julian K Kim
- Department of Biology, Baylor University, Waco, TX, USA
| | - George P Casale
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE, USA
| | - Iraklis I Pipinos
- Department of Surgery, University of Nebraska Medical Center, Omaha, NE, USA.
- Department of Surgery and VA Research Service, VA Nebraska-Western Iowa Health Care System, Omaha, NE, USA.
| |
Collapse
|
6
|
Kim BG, Seo J, Kim GS, Jin MN, Lee HY, Byun YS, Kim BO. Elevated C-Reactive Protein/Albumin Ratio Is Associated With Lesion Complexity, Multilevel Involvement, and Adverse Outcomes in Patients With Peripheral Artery Disease. Angiology 2022; 73:843-851. [PMID: 35236141 DOI: 10.1177/00033197221075853] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Abstract
Inflammation plays an important role in the progression of peripheral artery disease (PAD). We investigated the predictive value of the C-reactive protein-to-albumin ratio (CAR) on the severity of PAD and outcomes after endovascular therapy (EVT). Patients (n = 307) with PAD who underwent EVT were retrospectively reviewed and categorized according to CAR tertiles. The groups were compared for the prevalence of complex lesions and multilevel involvement as well as the incidence of major adverse cardiovascular events (MACEs) and major adverse limb events (MALEs). The rates of complex lesions and multilevel involvement increased with increasing CAR tertiles (all P < .001). These associations remained significant even after adjustment for other confounders (complex lesion odds ratio, 1.22 [1.03-1.50]; P = .036; multilevel disease odds ratio, 1.20 [1.01-1.44]; P = .041). The third CAR tertile showed a significantly higher incidence of MACEs and MALEs than the second and first tertiles within a year (log-rank P < .001). A higher CAR as a continuous variable was also independently associated with the 4-year rate of MACE (hazard ratio, 1.20 [1.04-1.38]; P = .015). Elevated CAR was a powerful surrogate marker of severe PAD and worse outcomes. Thus, CAR might become a predictor of poor prognosis in patients with PAD.
Collapse
Affiliation(s)
- Byung Gyu Kim
- Division of Cardiology, Department of Internal Medicine, 65509Inje University College of Medicine, Sanggye Paik Hospital, Seoul, Korea
| | - Jongkwon Seo
- Division of Cardiology, Department of Internal Medicine, 65509Inje University College of Medicine, Sanggye Paik Hospital, Seoul, Korea
| | - Gwang Sil Kim
- Division of Cardiology, Department of Internal Medicine, 65509Inje University College of Medicine, Sanggye Paik Hospital, Seoul, Korea
| | - Moo-Nyun Jin
- Division of Cardiology, Department of Internal Medicine, 65509Inje University College of Medicine, Sanggye Paik Hospital, Seoul, Korea
| | - Hye Young Lee
- Division of Cardiology, Department of Internal Medicine, 65509Inje University College of Medicine, Sanggye Paik Hospital, Seoul, Korea
| | - Young Sup Byun
- Division of Cardiology, Department of Internal Medicine, 65509Inje University College of Medicine, Sanggye Paik Hospital, Seoul, Korea
| | - Byung Ok Kim
- Division of Cardiology, Department of Internal Medicine, 65509Inje University College of Medicine, Sanggye Paik Hospital, Seoul, Korea
| |
Collapse
|
7
|
King AH, Kwan S, Schmaier AH, Kumins NH, Harth KC, Colvard BD, Wong VL, Kashyap VS, Cho JS. Elevated neutrophil to lymphocyte ratio is associated with decreased amputation-free survival after femoropopliteal percutaneous revascularization. INT ANGIOL 2021; 40:442-449. [PMID: 34142540 DOI: 10.23736/s0392-9590.21.04699-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND An elevated neutrophil-lymphocyte ratio (NLR) is a biomarker associated with adverse outcomes after cardiovascular surgery. This study evaluates the association of preoperative NLR with clinical outcomes after peripheral vascular intervention (PVI) of the femoropopliteal segments. METHODS A retrospective review identified 488 patients who underwent percutaneous interventions of femoropopliteal arteries between 2011 and 2018 and had a pre-procedural complete blood count with differential with normal white blood cell count within 30 days prior to intervention. Amputation-free survival (AFS), survival, and freedom from major amputation were assessed using Kaplan-Meier methods. Cohorts of patients with NLR <3 (Low), 3-4 (Mid), and >4 (High) were compared using univariate and multivariable statistical models. In these analyses NLR was analyzed as a continuous variable to correlate with clinical outcomes. RESULTS Mean age was 71.7 ± 12.8 years and males constituted 55.5%. The majority of patients presented with chronic limb threatening ischemia (CLTI, 78.5%). Increasing NLR was correlated with increasing rates of comorbidities, except for smoking history. The 30-day mortality rates increased with increasing NLR: 1.4%, 4.3%, and 7.0% for Low (<3), Mid (3-4) and High (>4) NLR groups, respectively (P =.005). Patients with a lower pre-operative NLR achieved significantly greater amputation-free survival at 4-year follow-up: low NLR, 65.5%; mid NLR, 37.5%; and high NLR, 17.6% (P <.0001). By multivariable analysis, increasing NLR, advanced age, CLTI, and dialysis-dependent renal failure reduced AFS. CONCLUSIONS Elevated NLR is an independent predictor of decreased AFS following percutaneous interventions of femoropopliteal segments. Further research on identification and modulation of risk factors for high NLR are warranted.
Collapse
Affiliation(s)
- Alexander H King
- Division of Vascular Surgery and Endovascular Therapy, Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Stephen Kwan
- Division of Vascular Surgery and Endovascular Therapy, Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Alvin H Schmaier
- Division of Vascular Surgery and Endovascular Therapy, Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Norman H Kumins
- Division of Vascular Surgery and Endovascular Therapy, Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Karem C Harth
- Division of Vascular Surgery and Endovascular Therapy, Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Benjamin D Colvard
- Division of Vascular Surgery and Endovascular Therapy, Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Virginia L Wong
- Division of Vascular Surgery and Endovascular Therapy, Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Vikram S Kashyap
- Division of Vascular Surgery and Endovascular Therapy, Harrington Heart and Vascular Institute, University Hospitals Cleveland Medical Center, Cleveland, OH, USA
| | - Jae S Cho
- Division of Vascular Surgery and Endovascular Therapy, Department of Surgery, Case Western Reserve University, Cleveland, OH, USA -
| |
Collapse
|
8
|
Saenz-Pipaon G, Martinez-Aguilar E, Orbe J, González Miqueo A, Fernandez-Alonso L, Paramo JA, Roncal C. The Role of Circulating Biomarkers in Peripheral Arterial Disease. Int J Mol Sci 2021; 22:ijms22073601. [PMID: 33808453 PMCID: PMC8036489 DOI: 10.3390/ijms22073601] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2021] [Revised: 03/25/2021] [Accepted: 03/26/2021] [Indexed: 12/18/2022] Open
Abstract
Peripheral arterial disease (PAD) of the lower extremities is a chronic illness predominantly of atherosclerotic aetiology, associated to traditional cardiovascular (CV) risk factors. It is one of the most prevalent CV conditions worldwide in subjects >65 years, estimated to increase greatly with the aging of the population, becoming a severe socioeconomic problem in the future. The narrowing and thrombotic occlusion of the lower limb arteries impairs the walking function as the disease progresses, increasing the risk of CV events (myocardial infarction and stroke), amputation and death. Despite its poor prognosis, PAD patients are scarcely identified until the disease is advanced, highlighting the need for reliable biomarkers for PAD patient stratification, that might also contribute to define more personalized medical treatments. In this review, we will discuss the usefulness of inflammatory molecules, matrix metalloproteinases (MMPs), and cardiac damage markers, as well as novel components of the liquid biopsy, extracellular vesicles (EVs), and non-coding RNAs for lower limb PAD identification, stratification, and outcome assessment. We will also explore the potential of machine learning methods to build prediction models to refine PAD assessment. In this line, the usefulness of multimarker approaches to evaluate this complex multifactorial disease will be also discussed.
Collapse
Affiliation(s)
- Goren Saenz-Pipaon
- Laboratory of Atherothrombosis, Program of Cardiovascular Diseases, Cima Universidad de Navarra, 31008 Pamplona, Spain; (G.S.-P.); (J.O.); (J.A.P.)
- IdiSNA, Instituto de Investigación Sanitaria de Navarra, 31008 Pamplona, Spain; (E.M.-A.); (A.G.M.); (L.F.-A.)
| | - Esther Martinez-Aguilar
- IdiSNA, Instituto de Investigación Sanitaria de Navarra, 31008 Pamplona, Spain; (E.M.-A.); (A.G.M.); (L.F.-A.)
- Departamento de Angiología y Cirugía Vascular, Complejo Hospitalario de Navarra, 31008 Pamplona, Spain
| | - Josune Orbe
- Laboratory of Atherothrombosis, Program of Cardiovascular Diseases, Cima Universidad de Navarra, 31008 Pamplona, Spain; (G.S.-P.); (J.O.); (J.A.P.)
- IdiSNA, Instituto de Investigación Sanitaria de Navarra, 31008 Pamplona, Spain; (E.M.-A.); (A.G.M.); (L.F.-A.)
- CIBERCV, Instituto de Salud Carlos III, 28029 Madrid, Spain
| | - Arantxa González Miqueo
- IdiSNA, Instituto de Investigación Sanitaria de Navarra, 31008 Pamplona, Spain; (E.M.-A.); (A.G.M.); (L.F.-A.)
- CIBERCV, Instituto de Salud Carlos III, 28029 Madrid, Spain
- Laboratory of Heart Failure, Program of Cardiovascular Diseases, Cima Universidad de Navarra, 31008 Pamplona, Spain
| | - Leopoldo Fernandez-Alonso
- IdiSNA, Instituto de Investigación Sanitaria de Navarra, 31008 Pamplona, Spain; (E.M.-A.); (A.G.M.); (L.F.-A.)
- Departamento de Angiología y Cirugía Vascular, Complejo Hospitalario de Navarra, 31008 Pamplona, Spain
| | - Jose Antonio Paramo
- Laboratory of Atherothrombosis, Program of Cardiovascular Diseases, Cima Universidad de Navarra, 31008 Pamplona, Spain; (G.S.-P.); (J.O.); (J.A.P.)
- IdiSNA, Instituto de Investigación Sanitaria de Navarra, 31008 Pamplona, Spain; (E.M.-A.); (A.G.M.); (L.F.-A.)
- CIBERCV, Instituto de Salud Carlos III, 28029 Madrid, Spain
- Hematology Service, Clínica Universidad de Navarra, 31008 Pamplona, Spain
| | - Carmen Roncal
- Laboratory of Atherothrombosis, Program of Cardiovascular Diseases, Cima Universidad de Navarra, 31008 Pamplona, Spain; (G.S.-P.); (J.O.); (J.A.P.)
- IdiSNA, Instituto de Investigación Sanitaria de Navarra, 31008 Pamplona, Spain; (E.M.-A.); (A.G.M.); (L.F.-A.)
- CIBERCV, Instituto de Salud Carlos III, 28029 Madrid, Spain
- Correspondence: ; Tel.: +34-948194700
| |
Collapse
|
9
|
Liu F, Du J, Nie M, Fu J, Sun J. 5,10-methylenetetrahydrofolate reductase C677T gene polymorphism and peripheral arterial disease: A meta-analysis. Vascular 2020; 29:913-919. [PMID: 33357155 DOI: 10.1177/1708538120982698] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
INTRODUCTION Peripheral arterial disease is one common vascular disease most caused by atherosclerosis. As with stroke and coronary heart disease, peripheral arterial disease is one clinical type of atherosclerotic cardiovascular disease with many unmeasured environmental and genetic components. MTHFR C677T polymorphism is associated with the increased risk of ischemic stroke and coronary heart disease. MTHFR C677T polymorphism is associated with decreasing enzyme activity and increasing homocysteine levels. Meta-analysis of studies had demonstrated an association between elevated plasma homocysteine levels and peripheral arterial disease. Elevated plasma homocysteine level is closely related to MTHFR C677T polymorphism. Recent studies had clarified the relationship of MTHFR C677T polymorphism and peripheral arterial disease. So we performed a meta-analysis to investigate the association between MTHFR C677T polymorphism and peripheral arterial disease. MATERIALS AND METHODS We searched the database PubMed, Embase, and Cochrane Library for all English-language articles related to peripheral arterial disease and MTHFR C677T through 30 June 2020. Analysis results were shown by forest plot. Publication bias was estimated using funnel plot. RESULTS A total of 15 studies comprising 1929 patients with peripheral arterial disease and 2952 healthy controls were included in the meta-analysis. Significant associations between MTHFR C677T genetic polymorphism and peripheral arterial disease were found (OR = 1.31, 95% CI: 1.09-1.58, P <0.01). But there was no significant association (poor OR = 1.11, 95% CI: 0.98-1.26, P =0.11) between the T allele carrier and peripheral arterial disease. CONCLUSION Our meta-analysis suggested that MTHFR C677T genetic polymorphism TT genotype may be associated with increased peripheral arterial disease risk. But further studies with large sample sizes are needed to confirm our findings.
Collapse
Affiliation(s)
- Fanyun Liu
- Department of Vascular Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jun Du
- Department of Cardiology, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Menglin Nie
- Department of Vascular Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jian Fu
- Department of Vascular Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| | - Jianming Sun
- Department of Vascular Surgery, The Second Affiliated Hospital of Chongqing Medical University, Chongqing, China
| |
Collapse
|
10
|
Kremers B, Wübbeke L, Mees B, Ten Cate H, Spronk H, Ten Cate-Hoek A. Plasma Biomarkers to Predict Cardiovascular Outcome in Patients With Peripheral Artery Disease: A Systematic Review and Meta-Analysis. Arterioscler Thromb Vasc Biol 2020; 40:2018-2032. [PMID: 32640905 PMCID: PMC7447177 DOI: 10.1161/atvbaha.120.314774] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
Supplemental Digital Content is available in the text. Patients with lower extremity peripheral artery disease (PAD) are at increased risk of major adverse cardiovascular events. Numerous plasma biomarkers have been investigated in lower extremity PAD, but none are used for clinical risk assessment. We aimed to provide a comprehensive overview of biomarker testing in PAD as a first step to improve risk stratification.
Collapse
Affiliation(s)
- Bram Kremers
- From the Laboratory for Clinical Thrombosis and Hemostasis, Department of Biochemistry, Maastricht University, the Netherlands (B.K., H.t.C., H.S., A.t.C.-H.)
| | - Lina Wübbeke
- Department of Vascular Surgery (L.W., B.M.), Maastricht University Medical Center, the Netherlands
| | - Barend Mees
- Department of Vascular Surgery (L.W., B.M.), Maastricht University Medical Center, the Netherlands
| | - Hugo Ten Cate
- From the Laboratory for Clinical Thrombosis and Hemostasis, Department of Biochemistry, Maastricht University, the Netherlands (B.K., H.t.C., H.S., A.t.C.-H.).,Department of Internal Medicine (H.t.C.), Maastricht University Medical Center, the Netherlands.,Thrombosis Expertise Center, Maastricht University Medical Center, the Netherlands (H.t.C., A.t.C.-H.)
| | - Henri Spronk
- From the Laboratory for Clinical Thrombosis and Hemostasis, Department of Biochemistry, Maastricht University, the Netherlands (B.K., H.t.C., H.S., A.t.C.-H.)
| | - Arina Ten Cate-Hoek
- From the Laboratory for Clinical Thrombosis and Hemostasis, Department of Biochemistry, Maastricht University, the Netherlands (B.K., H.t.C., H.S., A.t.C.-H.).,Thrombosis Expertise Center, Maastricht University Medical Center, the Netherlands (H.t.C., A.t.C.-H.)
| |
Collapse
|
11
|
Mapping Metabolite and ICD-10 Associations. Metabolites 2020; 10:metabo10050196. [PMID: 32423141 PMCID: PMC7281140 DOI: 10.3390/metabo10050196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Revised: 05/07/2020] [Accepted: 05/13/2020] [Indexed: 12/02/2022] Open
Abstract
The search for novel metabolic biomarkers is intense but has had limited practical outcomes for medicine. Part of the problem is that we lack knowledge of how different comorbidities influence biomarkers’ performance. In this study, 49 metabolites were measured by targeted LC/MS protocols in the serum of 1011 volunteers. Their performance as potential biomarkers was evaluated by the area under the curve of receiver operator characteristics (AUC-ROC) for 105 diagnosis codes or code groups from the 10th revision of the international classification of diseases (ICD-10). Additionally, the interferences between diagnosis codes were investigated. The highest AUC-ROC values for individual metabolites and ICD-10 code combinations reached a moderate (0.7) range. Most metabolites that were found to be potential markers remained so independently of the control group composition or comorbidities. The precise value of the AUC-ROC, however, could vary depending on the comorbidities. Moreover, networks of metabolite and disease associations were built in order to map diseases, which may interfere with metabolic biomarker research on other diseases.
Collapse
|
12
|
Abstract
Peripheral arterial disease (PAD) is an atherosclerotic disease closely associated with high morbidity and mortality in cardiac events. Inflammation is crucial in atherosclerosis both at triggering and in progression. Numerous inflammatory biomarkers (cytokines, matrix metalloproteinases (MMPs), selectin, intracellular adhesion molecule (ICAM), vascular cell adhesion molecule (VCAM) C-reactive protein (CRP), fibrinogen) have been measured in atherosclerotic diseases including PAD. This paper summarizes the data on the inflammatory biomarkers for PAD pathophysiology and highlights the most useful markers in monitoring PAD outcomes.
Collapse
|
13
|
Hu WS, Lin CL. A nationwide cohort study of the role of CHADS 2 score in predicting lower extremity amputation and death among patients with peripheral arterial occlusive disease. Aging Male 2019; 22:39-44. [PMID: 29580119 DOI: 10.1080/13685538.2018.1454420] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/17/2022] Open
Abstract
OBJECTIVES The current study aimed to explore whether the CHADS2 score was predictive of lower extremity amputation (LEA) and death in people with peripheral arterial occlusive disease (PAOD). METHODS This nationwide cohort came from Taiwan, with 16,888 PAOD patients, from 2000 through 2011, extracted from the Longitudinal Health Insurance Database 2000. Cox proportional hazard regression models were employed to identify the LEA and mortality risk according to CHADS2 score. The discriminatory properties of the score in predicting the outcomes were quantified by the area under the receiver operating characteristic curve (AUROC) and the Cox C-index. RESULTS The AUROC of the CHADS2 score in predicting LEA and death were 0.75 (95% CI = 0.73-0.77) and 0.70 (95% CI = 0.69-0.71), respectively. The CHADS2 score had an acceptable stratification capacity for LEA (C-index = 0.79) and death (C-index = 0.76) based on Cox-regression analysis. CONCLUSIONS This study correlates the CHADS2 score with risk of developing LEA and death in patients with PAOD. The acceptable discriminative power of the score diversifies its predictive role in this population.
Collapse
Affiliation(s)
- Wei-Syun Hu
- a School of Medicine, College of Medicine , China Medical University , Taichung , Taiwan
- b Division of Cardiovascular Medicine, Department of Medicine , China Medical University Hospital , Taichung , Taiwan
| | - Cheng-Li Lin
- c Management Office for Health Data , China Medical University Hospital , Taichung , Taiwan
| |
Collapse
|
14
|
Ostrakhovitch EA, Tabibzadeh S. Homocysteine and age-associated disorders. Ageing Res Rev 2019; 49:144-164. [PMID: 30391754 DOI: 10.1016/j.arr.2018.10.010] [Citation(s) in RCA: 100] [Impact Index Per Article: 16.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2018] [Revised: 09/30/2018] [Accepted: 10/25/2018] [Indexed: 12/26/2022]
Abstract
There are numerous theories of aging, a process which still seems inevitable. Aging leads to cancer and multi-systemic disorders as well as chronic diseases. Decline in age- associated cellular functions leads to neurodegeneration and cognitive decline that affect the quality of life. Accumulation of damage, mutations, metabolic changes, failure in cellular energy production and clearance of altered proteins over the lifetime, and hyperhomocysteinemia, ultimately result in tissue degeneration. The decline in renal functions, nutritional deficiencies, deregulation of methionine cycle and deficiencies of homocysteine remethylation and transsulfuration cofactors cause elevation of homocysteine with advancing age. Abnormal accumulation of homocysteine is a risk factor of cardiovascular, neurodegenerative and chronic kidney disease. Moreover, approximately 50% of people, aged 65 years and older develop hypertension and are at a high risk of developing cardiovascular insufficiency and incurable neurodegenerative disorders. Increasing evidence suggests inverse relation between cognitive impairment, cerebrovascular and cardiovascular events and renal function. Oxidative stress, inactivation of nitric oxide synthase pathway and mitochondria dysfunction associated with impaired homocysteine metabolism lead to aging tissue degeneration. In this review, we examine impact of high homocysteine levels on changes observed with aging that contribute to development and progression of age associated diseases.
Collapse
Affiliation(s)
- E A Ostrakhovitch
- Frontiers in Bioscience Research Institute in Aging and Cancer, Irvine, CA, USA.
| | - S Tabibzadeh
- Frontiers in Bioscience Research Institute in Aging and Cancer, Irvine, CA, USA.
| |
Collapse
|
15
|
Pourafkari L, Choi C, Garajehdaghi R, Tajlil A, Dosluoglu HH, Nader ND. Neutrophil-lymphocyte ratio is a marker of survival and cardiac complications rather than patency following revascularization of lower extremities. Vasc Med 2018; 23:437-444. [PMID: 29848209 DOI: 10.1177/1358863x18774623] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The neutrophil-lymphocyte ratio (NLR), as a marker of inflammation, is associated with the severity of peripheral artery disease (PAD). The role of the NLR on predicting future complications after elective revascularization for patients with PAD remains unknown. We aimed to examine the role of the NLR in the development of major adverse limb events (MALE) and the long-term mortality of these patients. We evaluated 1708 revascularization procedures from May 2001 to December 2015 at the Veterans Affairs Western New York Healthcare System from a prospectively maintained vascular database that included demographics, comorbidities and pre-procedural medications. Peri-procedural laboratory findings including complete blood cell count and metabolic panel were further retrieved from the electronic health record. The NLR was calculated, and the patients were categorized into tertiles according to NLR cut-off points. Multivariate Cox regression analysis was performed to determine MALE and 10-year mortality. The primary endpoint of the study was MALE, and the secondary endpoint included 10-year mortality. A total of 1228 patients were included for final analyses. Patients in the third NLR tertile were more likely to experience MALE during the follow-up period ( p<0.001). In addition, fewer patients in tertile 3 survived over the follow-up period compared to tertiles 1 and 2 ( p<0.0001). Patients in tertile 3 tended to be older with a higher frequency of hypertension, diabetes, chronic kidney disease, coronary artery disease and congestive heart failure. Our multivariate analysis demonstrated that the NLR was independently associated with higher rates of MALE in the affected vessels following revascularization procedures. Similarly, the NLR was revealed to be an independent predictor of higher long-term mortality in these patients.
Collapse
Affiliation(s)
- Leili Pourafkari
- 1 Jacob's School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA.,2 Cardiovascular Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Catherine Choi
- 1 Jacob's School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Reza Garajehdaghi
- 1 Jacob's School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA
| | - Arezou Tajlil
- 2 Cardiovascular Research Center, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Hasan H Dosluoglu
- 1 Jacob's School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA.,3 Veterans Affairs Western New York Healthcare System, Buffalo, NY, USA
| | - Nader D Nader
- 1 Jacob's School of Medicine and Biomedical Sciences, University at Buffalo, Buffalo, NY, USA.,3 Veterans Affairs Western New York Healthcare System, Buffalo, NY, USA
| |
Collapse
|
16
|
Chu R, Yu D, Chu J, Lin M, Yu H. Prognostic efficacy of circulating asymmetric dimethylarginine in patients with peripheral arterial disease: A meta-analysis of prospective cohort studies. Vascular 2017; 26:322-330. [PMID: 28945167 DOI: 10.1177/1708538117733227] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
Background Asymmetric dimethylarginine is suggested to be a marker of poor prognosis in patients with atherosclerosis. However, the predictive role of circulating asymmetric dimethylarginine for clinical outcome in patients with peripheral arterial disease has not been determined. Aims To quantitatively assess the predictive value of circulating asymmetric dimethylarginine for clinical outcome in patients with peripheral arterial disease in a meta-analysis of prospective cohort studies. Methods Relevant studies were identified by systematically searching of PubMed and Embase databases. A random-effect model was used to synthesize the results. Sensitivity analyses by omitting one study at a time were performed to evaluate the robustness of the results. Results Six studies with 2535 peripheral arterial disease patients were included. Patients with higher circulating asymmetric dimethylarginine at baseline were associated with higher risk of all-cause mortality (adjusted hazard ratio: 1.63, 95% confidence interval: 1.28-2.06, I2 = 16%), and major adverse cardiovascular events (adjusted hazard ratio: 2.01, 95% confidence interval: 1.08-3.73, I2 = 78%) as compared with those with lower circulating asymmetric dimethylarginine at baseline. Specifically, every increment of 0.1 µmol/l of asymmetric dimethylarginine was associated with 18% (adjusted hazard ratio: 1.18, 95% confidence interval: 1.06-1.31) increased risk for all-cause mortality and 14% (adjusted hazard ratio: 1.14, 95% confidence interval: 1.04-1.25) increased risk for major adverse cardiovascular disease. Sensitivity analyses by omitting one study at a time did not significantly change the results. Conclusion Higher circulating asymmetric dimethylarginine at baseline may be associated with higher incidence of cardiovascular events and mortality in patients with peripheral arterial disease.
Collapse
Affiliation(s)
- Renzhu Chu
- 1 Department of Interventional Radiology, Wendeng Osteopathy Hospital, Weihai, China
| | - Dawei Yu
- 1 Department of Interventional Radiology, Wendeng Osteopathy Hospital, Weihai, China
| | - Junyi Chu
- 1 Department of Interventional Radiology, Wendeng Osteopathy Hospital, Weihai, China
| | - Mingqiang Lin
- 2 Department of Radiology, Wendeng Osteopathy Hospital, Weihai, China
| | - Hongbo Yu
- 1 Department of Interventional Radiology, Wendeng Osteopathy Hospital, Weihai, China
| |
Collapse
|
17
|
Amrock SM, Abraham CZ, Jung E, Morris PB, Shapiro MD. Risk Factors for Mortality Among Individuals With Peripheral Arterial Disease. Am J Cardiol 2017; 120:862-867. [PMID: 28734461 DOI: 10.1016/j.amjcard.2017.05.057] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/20/2017] [Revised: 05/08/2017] [Accepted: 05/18/2017] [Indexed: 10/19/2022]
Abstract
Morbidity and mortality from peripheral arterial disease (PAD) continues to increase. Traditional cardiovascular risk factors are implicated in the development of PAD, yet the extent to which those risk factors correlate with mortality in such patients remains insufficiently assessed. Using data from the 1999 to 2004 National Health and Nutrition Examination Survey, Cox proportional hazards models were used to examine the association of cardiovascular risk factors and all-cause and cardiovascular mortality. A total of 647 individuals ≥40 years old with PAD (i.e., ankle-brachial index [ABI] ≤ 0.9) were followed for a median of 7.8 years. There were 336 deaths, of which 98 were attributable to cardiovascular disease. Compared with never smokers, current (hazard ratio [HR] 2.45, 95% confidence interval [CI] 1.62 to 3.71) and former (HR 1.62, 95% CI 1.14 to 2.29) smokers with PAD had higher rates of death. Moderate or vigorous physical activity of ≥10 minutes monthly was associated with lower death rates (HR 0.63, 95% CI 0.44 to 0.91). Also associated with increased rates of cardiovascular death were an ABI of <0.5 (HR 2.56, 95% CI 1.28 to 5.15, compared with those with an ABI of 0.7 to 0.9) and diabetes mellitus (HR 2.50, 95% CI 1.33 to 4.73). Neither C-reactive protein nor body mass index was associated with mortality. In conclusion, tobacco use increased the risk of all-cause and cardiovascular death, whereas physical activity was associated with a decreased mortality risk. A low ABI and diabetes were also predictive of cardiovascular death.
Collapse
|
18
|
Circulating biomarkers are not associated with endoleaks after endovascular repair of abdominal aortic aneurysms. J Vasc Surg 2017; 67:770-777. [PMID: 28843790 DOI: 10.1016/j.jvs.2017.06.090] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2017] [Accepted: 06/07/2017] [Indexed: 12/13/2022]
Abstract
OBJECTIVE Endoleak is a common complication of endovascular aneurysm repair (EVAR) for abdominal aortic aneurysm (AAA) but can be detected only through prolonged follow-up with repeated aortic imaging. This study examined the potential for circulating matrix metalloproteinase 9 (MMP9), osteoprotegerin (OPG), D-dimer, homocysteine (HCY), and C-reactive protein (CRP) to act as diagnostic markers for endoleak in AAA patients undergoing elective EVAR. METHODS Linear mixed-effects models were constructed to assess differences in AAA diameter after EVAR between groups of patients who did and did not develop endoleak during follow-up, adjusting for potential confounders. Circulating MMP9, OPG, D-dimer, HCY, and CRP concentrations were measured in preoperative and postoperative plasma samples. The association of these markers with endoleak diagnosis was assessed using linear mixed effects adjusted as before. The potential for each marker to diagnose endoleak was assessed using receiver operating characteristic curves. RESULTS Seventy-five patients were included in the study, 24 of whom developed an endoleak during follow-up. Patients with an endoleak had significantly larger AAA sac diameters than those who did not have an endoleak. None of the assessed markers showed a significant association with endoleak. This was confirmed through receiver operating characteristic curve analyses indicating poor diagnostic ability for all markers. CONCLUSIONS Circulating concentrations of MMP9, OPG, D-dimer, HCY, and CRP were not associated with endoleak in patients undergoing EVAR in this study.
Collapse
|
19
|
Singh TP, Morris DR, Smith S, Moxon JV, Golledge J. Systematic Review and Meta-Analysis of the Association Between C-Reactive Protein and Major Cardiovascular Events in Patients with Peripheral Artery Disease. Eur J Vasc Endovasc Surg 2017; 54:220-233. [PMID: 28666785 DOI: 10.1016/j.ejvs.2017.05.009] [Citation(s) in RCA: 60] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2017] [Accepted: 05/11/2017] [Indexed: 12/01/2022]
Abstract
BACKGROUND Patients with peripheral artery disease (PAD) are at substantial risk of cardiovascular events. There is interest in using blood markers, such as C-reactive protein (CRP), to monitor prognosis and treatment efficacy in PAD patients. The aim of this meta-analysis was to assess the association between CRP and major cardiovascular events in PAD patients. METHOD Studies evaluating the association between CRP and major cardiovascular events (myocardial infarction, stroke, cardiac revascularisation and mortality) were identified using MEDLINE and the Cochrane library. Studies that did not include participants with PAD, measure CRP, or follow-up patients for cardiovascular events were excluded. Meta-analyses of published adjusted hazard ratios (HR) were conducted using an inverse variance-weighted random effects model, and heterogeneity was assessed with the I2 index. RESULTS A total of 16 studies involving 5041 participants met the inclusion criteria for the systematic review. Eight studies were included in the meta-analyses. Summary effect estimates were reported as HR comparing higher and lower quantiles, and HR per unit increase in logeCRP. PAD patients with higher CRP had a significantly greater risk of major cardiovascular events compared with those with lower CRP (HR 2.26, 95% CI 1.65-3.09, p < 0.001). The HR for major cardiovascular events was 1.38 (95% CI 1.16-1.63, p < 0.001) per unit increase in logeCRP. CONCLUSIONS The present findings suggest that high circulating CRP is predictive of major cardiovascular events in PAD patients.
Collapse
Affiliation(s)
- T P Singh
- Queensland Research Centre for Peripheral Vascular Disease, College of Medicine and Dentistry, James Cook University, Townsville, Australia
| | - D R Morris
- Queensland Research Centre for Peripheral Vascular Disease, College of Medicine and Dentistry, James Cook University, Townsville, Australia
| | - S Smith
- Queensland Research Centre for Peripheral Vascular Disease, College of Medicine and Dentistry, James Cook University, Townsville, Australia
| | - J V Moxon
- Queensland Research Centre for Peripheral Vascular Disease, College of Medicine and Dentistry, James Cook University, Townsville, Australia
| | - J Golledge
- Queensland Research Centre for Peripheral Vascular Disease, College of Medicine and Dentistry, James Cook University, Townsville, Australia; The Department of Vascular and Endovascular Surgery, The Townsville Hospital, Townsville, QLD, Australia.
| |
Collapse
|
20
|
The relationship between 24-hour ambulatory blood pressure load and neutrophil-to-lymphocyte ratio. REVISTA PORTUGUESA DE CARDIOLOGIA (ENGLISH EDITION) 2017. [DOI: 10.1016/j.repce.2017.02.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
|
21
|
Çimen T, Sunman H, Efe TH, Erat M, Şahan HF, Algül E, Guliyev İ, Akyel A, Doğan M, Açıkel S, Yeter E. The relationship between 24-hour ambulatory blood pressure load and neutrophil-to-lymphocyte ratio. Rev Port Cardiol 2017; 36:97-105. [PMID: 28159426 DOI: 10.1016/j.repc.2016.07.009] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2016] [Revised: 07/13/2016] [Accepted: 07/15/2016] [Indexed: 02/02/2023] Open
Abstract
INTRODUCTION AND OBJECTIVE The neutrophil-to-lymphocyte ratio (NLR) is established as a reliable marker of systemic inflammation. Low-grade inflammation has a key role in the pathogenesis and progression of hypertension (HTN). Blood pressure (BP) load, defined as the percentage of abnormally elevated BP readings, is a good marker of HTN severity. We aimed to evaluate the relationship between HTN severity and NLR using averaged ambulatory BP readings and BP load. METHODS A total of 300 patients with untreated essential HTN were included in this cross-sectional study. Patients were divided into quartiles according to NLR values (first: <1.55; second: 1.55-1.92; third: 1.92-2.48; and fourth: >2.48). Averaged ambulatory BP values and BP load were assessed for each quartile. RESULTS In the interquartile evaluation there were no differences between quartiles in terms of baseline demographic, clinical and echocardiographic characteristics (p>0.05). Daytime systolic BP (SBP), 24-hour diastolic BP (DBP), daytime DBP, daytime SBP load, 24-hour DBP load and daytime DBP load were found to be significantly higher in the upper two quartiles (p<0.05 for all). In correlation analysis, log NLR values were found to be positively correlated with 24-hour SBP, DBP, SBP load and DBP load (Pearson coefficients of 0.194, 0.197, 0.157 and 0.181, respectively; p<0.01 for all). In multivariate analysis, log NLR had an independent association with 24-hour SBP and DBP and 24-hour SBP and DBP load. CONCLUSION This study showed for the first time that increased NLR is independently associated with HTN severity in untreated essential HTN patients.
Collapse
Affiliation(s)
- Tolga Çimen
- Department of Cardiology, Dışkapı Yıldırım Beyazıt Training and Research Hospital, Ankara, Turkey
| | - Hamza Sunman
- Department of Cardiology, Dışkapı Yıldırım Beyazıt Training and Research Hospital, Ankara, Turkey
| | - Tolga Han Efe
- Department of Cardiology, Dışkapı Yıldırım Beyazıt Training and Research Hospital, Ankara, Turkey.
| | - Mehmet Erat
- Department of Cardiology, Dışkapı Yıldırım Beyazıt Training and Research Hospital, Ankara, Turkey
| | - Haluk Furkan Şahan
- Department of Cardiology, Dışkapı Yıldırım Beyazıt Training and Research Hospital, Ankara, Turkey
| | - Engin Algül
- Department of Cardiology, Dışkapı Yıldırım Beyazıt Training and Research Hospital, Ankara, Turkey
| | - İlkin Guliyev
- Department of Cardiology, Dışkapı Yıldırım Beyazıt Training and Research Hospital, Ankara, Turkey
| | - Ahmet Akyel
- Department of Cardiology, Dışkapı Yıldırım Beyazıt Training and Research Hospital, Ankara, Turkey
| | - Mehmet Doğan
- Department of Cardiology, Dışkapı Yıldırım Beyazıt Training and Research Hospital, Ankara, Turkey
| | - Sadık Açıkel
- Department of Cardiology, Dışkapı Yıldırım Beyazıt Training and Research Hospital, Ankara, Turkey
| | - Ekrem Yeter
- Department of Cardiology, Dışkapı Yıldırım Beyazıt Training and Research Hospital, Ankara, Turkey
| |
Collapse
|