1
|
Martin SS, Aday AW, Allen NB, Almarzooq ZI, Anderson CAM, Arora P, Avery CL, Baker-Smith CM, Bansal N, Beaton AZ, Commodore-Mensah Y, Currie ME, Elkind MSV, Fan W, Generoso G, Gibbs BB, Heard DG, Hiremath S, Johansen MC, Kazi DS, Ko D, Leppert MH, Magnani JW, Michos ED, Mussolino ME, Parikh NI, Perman SM, Rezk-Hanna M, Roth GA, Shah NS, Springer MV, St-Onge MP, Thacker EL, Urbut SM, Van Spall HGC, Voeks JH, Whelton SP, Wong ND, Wong SS, Yaffe K, Palaniappan LP. 2025 Heart Disease and Stroke Statistics: A Report of US and Global Data From the American Heart Association. Circulation 2025; 151:e41-e660. [PMID: 39866113 DOI: 10.1161/cir.0000000000001303] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/28/2025]
Abstract
BACKGROUND The American Heart Association (AHA), in conjunction with the National Institutes of Health, annually reports the most up-to-date statistics related to heart disease, stroke, and cardiovascular risk factors, including core health behaviors (smoking, physical activity, nutrition, sleep, and obesity) and health factors (cholesterol, blood pressure, glucose control, and metabolic syndrome) that contribute to cardiovascular health. The AHA Heart Disease and Stroke Statistical Update presents the latest data on a range of major clinical heart and circulatory disease conditions (including stroke, brain health, complications of pregnancy, kidney disease, congenital heart disease, rhythm disorders, sudden cardiac arrest, subclinical atherosclerosis, coronary heart disease, cardiomyopathy, heart failure, valvular disease, venous thromboembolism, and peripheral artery disease) and the associated outcomes (including quality of care, procedures, and economic costs). METHODS The AHA, through its Epidemiology and Prevention Statistics Committee, continuously monitors and evaluates sources of data on heart disease and stroke in the United States and globally to provide the most current information available in the annual Statistical Update with review of published literature through the year before writing. The 2025 AHA Statistical Update is the product of a full year's worth of effort in 2024 by dedicated volunteer clinicians and scientists, committed government professionals, and AHA staff members. This year's edition includes a continued focus on health equity across several key domains and enhanced global data that reflect improved methods and incorporation of ≈3000 new data sources since last year's Statistical Update. RESULTS Each of the chapters in the Statistical Update focuses on a different topic related to heart disease and stroke statistics. CONCLUSIONS The Statistical Update represents a critical resource for the lay public, policymakers, media professionals, clinicians, health care administrators, researchers, health advocates, and others seeking the best available data on these factors and conditions.
Collapse
|
2
|
Deng B, Liu Q, Qiao L, Lv S. Longitudinal trajectories of blood glucose and 30-day mortality in patients with diabetes mellitus combined with acute myocardial infarction: A retrospective cohort analysis of the MIMIC database. PLoS One 2024; 19:e0307905. [PMID: 39269943 PMCID: PMC11398677 DOI: 10.1371/journal.pone.0307905] [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: 03/24/2024] [Accepted: 07/13/2024] [Indexed: 09/15/2024] Open
Abstract
BACKGROUND Although blood glucose changes have been suggested to be a potential better target for clinical control than baseline blood glucose levels, the association of blood glucose changes with the prognosis in acute myocardial infarction (AMI) patients with diabetes mellitus (DM) is unclear. Herein, this study aimed to investigate association of short-term longitudinal trajectory of blood glucose with 30-day mortality in this population. METHODS Data of AMI patients with DM were extracted from the Medical Information Mart for Intensive Care (MIMIC) database in 2003-2019 in this retrospective cohort study. The latent growth mixture modeling (LGMM) model was utilized to classify the 24-hour longitudinal trajectory of blood glucose of the patients. Kaplan-Meier (KM) curve was drawn to show 30-day mortality risk in patients with different trajectory classes. Univariate and multivariate Cox regression analyses were employed to explore the association of longitudinal trajectory of blood glucose within 24 hours after the ICU admission with 30-day mortality. Also, subgroups analysis of age, gender, and AMI types was performed. The evaluation indexes were hazard ratios (HRs) and 95% confidence intervals (CIs). RESULTS Among 1,523 eligible patients, 227 (14.9%) died within 30 days. We identified 4 longitudinal trajectories of blood glucose, including class 1 (a low initial average blood glucose level with steady trend within 24 hours), class 2 (a high initial average blood glucose with gently decreased trend), class 3 (the highest initial average blood glucose with rapidly decreased trend) and class 4 (a high initial average blood glucose level with the trend that increased at first and then decreased). After adjusting for covariates, an average blood glucose level of ≥200 mg/dL was linked to higher risk of 30-day mortality, comparing to that of <140 mg/dL (HR = 1.80, 95%CI: 1.23-2.63). Comparing to patients whose longitudinal trajectory of blood glucose conformed to class 1, those with class 2 (HR = 2.52, 95%CI: 1.79-3.53) or class 4 (HR = 3.53, 95%CI: 2.07-6.03) seemed to have higher risk of 30-day mortality. Additionally, these associations were also significant in aged ≥60 years old, female, male, NSTEMI, and STEMI subgroups (all P<0.05). CONCLUSION A low level of average blood glucose at the ICU admission or reducing blood glucose to a normal level quickly with adequate measures in 24 hours after ICU admission may be beneficial for AMI patients with DM to reduce the risk of 30-day mortality. These findings may provide some information for further exploration on appropriate range of blood glucose changes in clinical practice.
Collapse
Affiliation(s)
- Bowen Deng
- Department of Traditional Chinese Medicine, Xuhui District Central Hospital, Shanghai, P.R. China
| | - Qingcheng Liu
- Department of Traditional Chinese Medicine, Jiangpu Community Health Service Center, Shanghai, P.R. China
| | - Liang Qiao
- Department of Traditional Chinese Medicine, Xuhui District Central Hospital, Shanghai, P.R. China
| | - Shun Lv
- Department of Traditional Chinese Medicine, Xuhui District Central Hospital, Shanghai, P.R. China
| |
Collapse
|
3
|
Du M, Liu M, Liu J. Association of healthy sleep pattern with lower risk of acute myocardial infarction mortality among people with diabetes: A prospective cohort study. J Diabetes 2024; 16:e13528. [PMID: 38599883 PMCID: PMC11006613 DOI: 10.1111/1753-0407.13528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 10/21/2023] [Accepted: 12/25/2023] [Indexed: 04/12/2024] Open
Abstract
[Image: see text]
Collapse
Affiliation(s)
- Min Du
- Department of Epidemiology and Biostatistics, School of Public HealthPeking UniversityBeijingChina
| | - Min Liu
- Department of Epidemiology and Biostatistics, School of Public HealthPeking UniversityBeijingChina
- Key Laboratory of Epidemiology of Major Diseases (Peking University)Ministry of EducationBeijingChina
| | - Jue Liu
- Department of Epidemiology and Biostatistics, School of Public HealthPeking UniversityBeijingChina
- Key Laboratory of Epidemiology of Major Diseases (Peking University)Ministry of EducationBeijingChina
- PKU Institute for Global Health and DevelopmentPeking UniversityBeijingChina
| |
Collapse
|
4
|
Sinha T, Khilji F, Laraib F, Fatima F, Kaur M, Chaudhari SS, Arrey Agbor DB, Khan A. The Effectiveness of Sodium-Glucose Cotransporter-2 (SGLT2) Inhibitors on Cardiovascular Outcomes and All-Cause Mortality in Patients With Acute Coronary Syndrome: A Systematic Review and Meta-Analysis. Cureus 2024; 16:e58019. [PMID: 38738070 PMCID: PMC11087880 DOI: 10.7759/cureus.58019] [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] [Accepted: 04/10/2024] [Indexed: 05/14/2024] Open
Abstract
The aim of this systematic review and meta-analysis was to investigate the impact of early sodium-glucose cotransporter-2 (SGLT2) initiation on long-term cardiovascular outcomes and all-cause mortality among patients with acute coronary syndrome (ACS). For this study, we adhered to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) 2020 guideline. Two researchers independently performed a comprehensive literature search on PubMed, Embase, and the Cochrane Library, spanning from the inception of each database to February 24, 2023, without language limitations. The outcomes examined in this meta-analysis comprised major adverse cardiovascular events (MACE) (as defined by individual studies), all-cause mortality, cardiovascular mortality, stroke (ischemic and hemorrhagic), recurrent ACS, and hospitalization due to heart failure (HF). A total of nine studies were included in this meta-analysis. The pooled analysis of nine studies revealed a significant reduction in the risk of MACE, all-cause mortality, cardiovascular mortality, and cardiovascular-related hospitalizations among patients receiving SGLT2 inhibitors (SGLT2i) compared to those in the control group. Additionally, there was a trend toward a lower risk of recurrent ACS in the SGLT2i group, although this difference did not reach statistical significance. The findings of this study suggest a promising therapeutic effect of SGLT2 inhibitors in this population. Further research, particularly focusing on myocardial infarction (MI) patients, is warranted to validate these results and potentially revolutionize ACS management.
Collapse
Affiliation(s)
- Tanya Sinha
- Medical Education, Tribhuvan University, Kirtipur, NPL
| | - Faria Khilji
- Internal Medicine, Tehsil Headquarter Hospital, Shakargarh, PAK
- Internal Medicine, Quaid-e-Azam Medical College, Bahawalpur, PAK
| | - Fnu Laraib
- Internal Medicine, Peoples University of Medical and Health Sciences, Nawabshah, PAK
| | - Farhana Fatima
- Internal Medicine, Dr. Rajendra Prasad Government Medical College, Kangra, IND
| | - Mandeep Kaur
- Internal Medicine, Hospital Corporation of America (HCA) Florida Capital Hospital, Tallahassee, USA
| | - Sandipkumar S Chaudhari
- Cardiothoracic Surgery, University of Alabama at Birmingham, Birmingham, USA
- Family Medicine, University of North Dakota School of Medicine and Health Sciences, Fargo, USA
| | - Divine Besong Arrey Agbor
- Clinical Research and Internal Medicine, California Institute of Behavioral Neurosciences and Psychology, Fairfield, USA
- Internal Medicine, Richmond University Medical Center, Staten Island, USA
| | - Areeba Khan
- Critical Care Medicine, United Medical and Dental College, Karachi, PAK
| |
Collapse
|
5
|
Martin SS, Aday AW, Almarzooq ZI, Anderson CAM, Arora P, Avery CL, Baker-Smith CM, Barone Gibbs B, Beaton AZ, Boehme AK, Commodore-Mensah Y, Currie ME, Elkind MSV, Evenson KR, Generoso G, Heard DG, Hiremath S, Johansen MC, Kalani R, Kazi DS, Ko D, Liu J, Magnani JW, Michos ED, Mussolino ME, Navaneethan SD, Parikh NI, Perman SM, Poudel R, Rezk-Hanna M, Roth GA, Shah NS, St-Onge MP, Thacker EL, Tsao CW, Urbut SM, Van Spall HGC, Voeks JH, Wang NY, Wong ND, Wong SS, Yaffe K, Palaniappan LP. 2024 Heart Disease and Stroke Statistics: A Report of US and Global Data From the American Heart Association. Circulation 2024; 149:e347-e913. [PMID: 38264914 DOI: 10.1161/cir.0000000000001209] [Citation(s) in RCA: 699] [Impact Index Per Article: 699.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/25/2024]
Abstract
BACKGROUND The American Heart Association (AHA), in conjunction with the National Institutes of Health, annually reports the most up-to-date statistics related to heart disease, stroke, and cardiovascular risk factors, including core health behaviors (smoking, physical activity, nutrition, sleep, and obesity) and health factors (cholesterol, blood pressure, glucose control, and metabolic syndrome) that contribute to cardiovascular health. The AHA Heart Disease and Stroke Statistical Update presents the latest data on a range of major clinical heart and circulatory disease conditions (including stroke, brain health, complications of pregnancy, kidney disease, congenital heart disease, rhythm disorders, sudden cardiac arrest, subclinical atherosclerosis, coronary heart disease, cardiomyopathy, heart failure, valvular disease, venous thromboembolism, and peripheral artery disease) and the associated outcomes (including quality of care, procedures, and economic costs). METHODS The AHA, through its Epidemiology and Prevention Statistics Committee, continuously monitors and evaluates sources of data on heart disease and stroke in the United States and globally to provide the most current information available in the annual Statistical Update with review of published literature through the year before writing. The 2024 AHA Statistical Update is the product of a full year's worth of effort in 2023 by dedicated volunteer clinicians and scientists, committed government professionals, and AHA staff members. The AHA strives to further understand and help heal health problems inflicted by structural racism, a public health crisis that can significantly damage physical and mental health and perpetuate disparities in access to health care, education, income, housing, and several other factors vital to healthy lives. This year's edition includes additional global data, as well as data on the monitoring and benefits of cardiovascular health in the population, with an enhanced focus on health equity across several key domains. RESULTS Each of the chapters in the Statistical Update focuses on a different topic related to heart disease and stroke statistics. CONCLUSIONS The Statistical Update represents a critical resource for the lay public, policymakers, media professionals, clinicians, health care administrators, researchers, health advocates, and others seeking the best available data on these factors and conditions.
Collapse
|
6
|
Chen J, Chang J, Shi Q, Li X, Wang L, Zhao H. Cardiovascular protective effect of sodium-glucose cotransporter 2 inhibitors on patients with acute coronary syndrome and type 2 diabetes mellitus: a retrospective study. BMC Cardiovasc Disord 2023; 23:495. [PMID: 37805494 PMCID: PMC10559512 DOI: 10.1186/s12872-023-03542-y] [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: 08/01/2023] [Accepted: 10/03/2023] [Indexed: 10/09/2023] Open
Abstract
BACKGROUND Acute coronary syndrome (ACS) remains the leading cause of death and disability worldwide, especially when combined with type 2 diabetes mellitus (T2DM). Many multicenter randomized controlled trials have established the cardiovascular benefits of Sodium-Glucose cotransporter 2 inhibitors (SGLT-2i) in patients with T2DM at high cardiovascular risk. However, these studies did not include patients in the early stages of acute coronary events. This study investigated the cardiovascular protective effects of SGLT-2i in patients with ACS and T2DM. METHODS A total of 232 hospitalized patients with ACS and T2DM were enrolled and divided into two groups based on their hypoglycemic drug treatment: the SGLT-2i and the non-SGLT-2i groups. Kaplan-Meier analysis and Cox regression were used to compare adverse cardiovascular outcomes in both groups. RESULTS There were no significant differences in the hospital clinical outcomes between the SGLT-2i and non-SGLT-2i groups. The adverse cardiovascular outcomes did not significantly differ between both groups (hazard ratio (HR) 0.66, 95% confidence interval (CI) 0.35-1.25, P = 0.195). Moreover, the rehospitalization rates for ACS or heart failure (HF) were not significantly different between both groups (adjusted HR 0.56, 95%CI 0.28-1.10, P = 0.093). When analyzed separately, there was no significant difference in rehospitalizations for ACS (HR 0.87, 95% CI 0.40-1.87, P = 0.713). However, the SGLT-2i group showed lower rates of rehospitalizations for HF (adjusted HR 0.20, 95% CI 0.04-0.96, P = 0.045). Additionally, there was no significant difference in cardiovascular mortality between both groups (HR 1.75, 95% CI 0.28-10.97, P = 0.543). Notably, the SGLT-2i group exhibited a higher angina symptom control rate than the non-SGLT-2i group (adjusted odd ration (OR) 0.45, 95%CI 0.21-0.93, P = 0.031). CONCLUSION In recently diagnosed patients with ACS, who have T2DM, early initiation of SGLT-2i was associated with a lower risk of rehospitalization for HF and a higher rate of angina symptom control.
Collapse
Affiliation(s)
- Jie Chen
- Department of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China
| | - Jing Chang
- Department of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China.
| | - Qiuyue Shi
- Department of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China
| | - Xin Li
- Department of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China
| | - Ling Wang
- Department of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China
| | - Hong Zhao
- Department of Cardiology, The First Affiliated Hospital of Chongqing Medical University, Chongqing, 400010, China
| |
Collapse
|
7
|
Liu R, Xu F, Zhou Y, Liu T, Wu X. Effect of diabetes mellitus on young female patients with acute coronary syndrome. Diabetes Res Clin Pract 2023; 204:110904. [PMID: 37708978 DOI: 10.1016/j.diabres.2023.110904] [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: 06/17/2023] [Revised: 08/23/2023] [Accepted: 09/11/2023] [Indexed: 09/16/2023]
Abstract
BACKGROUND Diabetes mellitus (DM) is one of the most important risk factors of acute coronary syndrome (ACS). There have been many studies on the relationship between DM and ACS. However, the effect of DM on young females with ACS is still unclear. OBJECTIVE To explore the effect of DM on coronary arteries lesions in young females with ACS. METHODS 1278 young females (age ≤ 44 years) undergoing coronary angiography were divided into DM group (n = 197) and control group (n = 1081) according to whether they had diabetes. Based on whether the patient has ACS, each group was further divided into DM-ACS subgroup and Non-DM-ACS subgroup to compare the characteristics and severity of coronary artery lesions and follow-up outcomes. RESULTS The prevalence of diabetes was 15.41% (197/1278). Overweight (58.88%) and depression or anxiety (11.17%) in the DM group was significantly higher than those (32.22% and 6.20%) in the control group (P < 0.05). The prevalence of ACS (85.28%) in the DM group was significantly higher than that (25.35%) in the control group (P < 0.05). The proportion of type A lesions in the DM-ACS subgroup was lesser than that in the Non-DM-ACS subgroup (P < 0.05). The type C lesions in the DM-ACS subgroup were significantly higher than that in the Non-DM-ACS subgroup (P < 0.01). The number of stents implantation in the DM-ACS subgroup was no significant difference compared with the Non-DM-subgroup (P > 0.05). The length of stent implantation in the DM-ACS subgroup was significantly longer than that in the Non-DM-ACS subgroup (P < 0.05). The rate of MACE was not statistically significant between the two subgroups (P > 0.05), but the rate of all-cause death (2.98%) in the DM-ACS subgroup was significantly higher than that (0.36%) in the Non-DM-ACS subgroup (P < 0.05). CONCLUSIONS DM is an important risk factor in young females with ACS. Young women with diabetes are prone to coronary heart disease. The coronary artery lesions in DM patients were more severe than those in Non-DM patients, despite the protective effect of estrogen on the cardiovascular system. Therefore, young women with DM should be treated to prevent ACS and future events activelyandpurposefully.
Collapse
Affiliation(s)
- Ruifang Liu
- Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing 100029, China
| | - Fangxing Xu
- Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing 100029, China
| | - Yujie Zhou
- Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing 100029, China
| | - Tongku Liu
- The Center of Cardiology, Affiliated Hospital of Beihua University, Jilin, Jilin 132011, China
| | - Xiaofan Wu
- Department of Cardiology, Beijing Anzhen Hospital, Capital Medical University, Beijing 100029, China.
| |
Collapse
|
8
|
Meireles M, Cortez-Ribeiro AC, Polck D, Almeida-de-Souza J, Ferro-Lebres V. Olive Leaf Tea Impact on Postprandial Glycemia: A Randomized Cross-Over Trial. Foods 2023; 12:foods12030528. [PMID: 36766057 PMCID: PMC9914386 DOI: 10.3390/foods12030528] [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: 12/16/2022] [Revised: 01/10/2023] [Accepted: 01/19/2023] [Indexed: 01/26/2023] Open
Abstract
This study investigates the effect of olive leaf tea (OLT) on postprandial glycemia in healthy volunteers when ingested with a high-carbohydrate meal, compared with a placebo tea (CON). Healthy adults participated in a double-blind, randomized, placebo-controlled, and cross-over design trial receiving a high-rich carbohydrate meal with either 250 mL of OLT or CON at two different times after a washout period. The sequence order was randomized at a ratio of 1:1. Capillary blood glucose was measured in a 2 h period after ingestion. Eighteen participants were initially randomized. Of these, thirteen completed the trial and were analyzed. The consumption of OLT resulted in a delay in peak time (48.5 ± 4.2 min vs. 35.7 ± 4.0 min, p = 0.03) and a significant increase in glucose area under the curve compared to placebo (14,502.7 ± 640.8 vs. 13,633.3 ± 869.4 mg/dL·min, p = 0.03). Results are depicted as mean ± SEM. The OLT and CON palatability were generally well accepted. No adverse effects were reported. OLT did not ameliorate a glycemic curve induced by carbohydrate-rich meal ingestion, suggesting that at least when ingested acutely in a single meal, OLT does not have antihyperglycemic effects. Future studies should account for chronic consumption providing a better understanding of glycemic regulation over time.
Collapse
Affiliation(s)
- Manuela Meireles
- Centro de Investigação da Montanha (CIMO), Instituto Politécnico de Bragança, (Mountain Research Center—Polytechnic Institute of Bragança), Campus Santa Apolónia, 5300-253 Bragança, Portugal
- Laboratório para Sustentabilidade e Tecnologia em Regiões de Montanha, Instituto Politécnico de Bragança, (LA SusTEC—Associated Laboratory for Sustainability and Technology in Inland Regions, Polytechnic Institute of Bragança), Campus Santa Apolónia, 5300-253 Bragança, Portugal
- Correspondence:
| | | | - Denise Polck
- Polytechnic Institute of Bragança, Campus Santa Apolónia, 5300-253 Bragança, Portugal
| | - Juliana Almeida-de-Souza
- Centro de Investigação da Montanha (CIMO), Instituto Politécnico de Bragança, (Mountain Research Center—Polytechnic Institute of Bragança), Campus Santa Apolónia, 5300-253 Bragança, Portugal
- Laboratório para Sustentabilidade e Tecnologia em Regiões de Montanha, Instituto Politécnico de Bragança, (LA SusTEC—Associated Laboratory for Sustainability and Technology in Inland Regions, Polytechnic Institute of Bragança), Campus Santa Apolónia, 5300-253 Bragança, Portugal
| | - Vera Ferro-Lebres
- Centro de Investigação da Montanha (CIMO), Instituto Politécnico de Bragança, (Mountain Research Center—Polytechnic Institute of Bragança), Campus Santa Apolónia, 5300-253 Bragança, Portugal
- Laboratório para Sustentabilidade e Tecnologia em Regiões de Montanha, Instituto Politécnico de Bragança, (LA SusTEC—Associated Laboratory for Sustainability and Technology in Inland Regions, Polytechnic Institute of Bragança), Campus Santa Apolónia, 5300-253 Bragança, Portugal
| |
Collapse
|