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Rezapour M, Yazdinejad M, Rajabi Kouchi F, Habibi Baghi M, Khorrami Z, Khavanin Zadeh M, Pourbaghi E, Rezapour H. Text mining of hypertension researches in the west Asia region: a 12-year trend analysis. Ren Fail 2024; 46:2337285. [PMID: 38616180 PMCID: PMC11018045 DOI: 10.1080/0886022x.2024.2337285] [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: 01/08/2024] [Accepted: 03/27/2024] [Indexed: 04/16/2024] Open
Abstract
More than half of the world population lives in Asia and hypertension (HTN) is the most prevalent risk factor found in Asia. There are numerous articles published about HTN in Eastern Mediterranean Region (EMRO) and artificial intelligence (AI) methods can analyze articles and extract top trends in each country. Present analysis uses Latent Dirichlet allocation (LDA) as an algorithm of topic modeling (TM) in text mining, to obtain subjective topic-word distribution from the 2790 studies over the EMRO. The period of checked studied is last 12 years and results of LDA analyses show that HTN researches published in EMRO discuss on changes in BP and the factors affecting it. Among the countries in the region, most of these articles are related to I.R Iran and Egypt, which have an increasing trend from 2017 to 2018 and reached the highest level in 2021. Meanwhile, Iraq and Lebanon have been conducting research since 2010. The EMRO word cloud illustrates 'BMI', 'mortality', 'age', and 'meal', which represent important indicators, dangerous outcomes of high BP, and gender of HTN patients in EMRO, respectively.
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Affiliation(s)
- Mohammad Rezapour
- Faculty Member of the Iranian Ministry of Science, Research and Technology, Tehran, Iran
| | | | - Faezeh Rajabi Kouchi
- Department of Computer Engineering, Central Tehran Branch, Islamic Azad University, Tehran, Iran
| | | | - Zahra Khorrami
- Ophthalmic Epidemiology Research Center, Research Institute for Ophthalmology and Vision Science, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Morteza Khavanin Zadeh
- Hasheminejad Kidney Center, School of Medicine, Iran University of Medical Sciences, Tehran, Iran
| | - Elmira Pourbaghi
- Faculty of Advanced Sciences and Technology, Tehran Medical Sciences, Islamic Azad University, Tehran, Iran
| | - Hassan Rezapour
- Department of Transportation and Urban Infrastructure Studies, Morgan State University, Baltimore, MD, USA
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Ataç A, Pehlivan E, Karaahmetoğlu FS, Özcan ZB, Çınarka H, Çörtük M, Baydili KN, Çetinkaya E. The Impact of Different Telerehabilitation Methods on Peripheral Muscle Strength and Aerobic Capacity in COPD Patients: A Randomized Controlled Trial. Adv Respir Med 2024; 92:370-383. [PMID: 39311114 PMCID: PMC11417740 DOI: 10.3390/arm92050035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 08/09/2024] [Accepted: 09/17/2024] [Indexed: 09/26/2024]
Abstract
Lung diseases have profound effects on the aging population. We aimed to hypothesize and investigate the effect of remote pulmonary telerehabilitation and motor imagery (MI) and action observation (AO) methods on the clinical status of elderly chronic obstructive pulmonary disease (COPD) patients. Twenty-six patients were randomly assigned to pulmonary telerehabilitation (PtR) or cognitive telerehabilitation (CtR) groups. The programs were carried out 3 days a week for 8 weeks. The 6-min walk test (6MWT), modified Medical Research Council dyspnea score, blood lactate level (BLL), measurement of peripheral muscle strength (PMS), and electromyography activation levels of accessory respiratory muscles were the main outcomes. There was a statistically significant improvement (p < 0.05) in both groups in the 6MWT distance and in secondary results, except for BLL. Generally, in the mean muscle activity obtained from the electromyography measurement after the program, there were statistically significant increases in the PtR group and decreases in the CtR group (p < 0.05). There was a statistically significant increase in PMS in both groups. An active muscle-strengthening program has the same benefits as applying the muscle-strengthening program to the patient as MI and AO. CtR can be a powerful alternative rehabilitation method in respiratory patients who cannot tolerate active exercise programs.
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Affiliation(s)
- Amine Ataç
- Department of Physiotherapy and Rehabilitation, Faculty of Health Sciences, Istanbul Gedik University, Istanbul 34876, Turkey;
| | - Esra Pehlivan
- Department of Physiotherapy and Rehabilitation, Faculty of Hamidiye Health Sciences, University of Health Sciences, Istanbul 346668, Turkey
| | - Fulya Senem Karaahmetoğlu
- Department of Physiotherapy and Rehabilitation, Hamidiye Institute of Health Sciences, University of Health Sciences, Istanbul 346668, Turkey; (F.S.K.); (Z.B.Ö.)
| | - Zeynep Betül Özcan
- Department of Physiotherapy and Rehabilitation, Hamidiye Institute of Health Sciences, University of Health Sciences, Istanbul 346668, Turkey; (F.S.K.); (Z.B.Ö.)
| | - Halit Çınarka
- Department of Chest Disease, Yedikule Chest Diseases and Thoracic Surgery Training and Research Hospital, University of Health Sciences, Istanbul 346668, Turkey; (H.Ç.); (M.Ç.); (E.Ç.)
| | - Mustafa Çörtük
- Department of Chest Disease, Yedikule Chest Diseases and Thoracic Surgery Training and Research Hospital, University of Health Sciences, Istanbul 346668, Turkey; (H.Ç.); (M.Ç.); (E.Ç.)
| | - Kürsad Nuri Baydili
- Health Institutions Management Program, Hamidiye Vocational School of Health Services, University of Health Sciences, Istanbul 346668, Turkey;
| | - Erdoğan Çetinkaya
- Department of Chest Disease, Yedikule Chest Diseases and Thoracic Surgery Training and Research Hospital, University of Health Sciences, Istanbul 346668, Turkey; (H.Ç.); (M.Ç.); (E.Ç.)
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Battistella A, Linger M, Nguyen AT, Madukwe D, Roy-Chaudhury P, Tan W. Rebuilding vascular access: from the viewpoint of mechanics and materials. Front Bioeng Biotechnol 2024; 12:1448186. [PMID: 39295847 PMCID: PMC11409097 DOI: 10.3389/fbioe.2024.1448186] [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: 06/12/2024] [Accepted: 08/22/2024] [Indexed: 09/21/2024] Open
Abstract
This review presents a comprehensive analysis of vascular access in hemodialysis, focusing on the current modalities, their associated challenges, and recent technological advancements. It closely examines the status of three primary types of vascular access: arteriovenous fistulas, arteriovenous grafts, and central venous catheters. The review delves into the complications and pathologies associated with these access types, emphasizing the mechanobiology-related pathogenesis of arteriovenous access. Furthermore, it explores recent clinical trials, biomaterials, and device innovations, highlighting novel pharmaceutical approaches, advanced materials, device designs, and cutting-edge technologies aimed at enhancing the efficacy, safety, and longevity of vascular access in hemodialysis. This synthesis of current knowledge and emerging trends underscores the dynamic evolution of vascular access strategies and their critical role in improving patient care in hemodialysis.
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Affiliation(s)
- Aurora Battistella
- Paul M. Rady Mechanical Engineering, University of Colorado at Boulder, Boulder, CO, United States
| | - Morgan Linger
- Paul M. Rady Mechanical Engineering, University of Colorado at Boulder, Boulder, CO, United States
- Department of Biomedical Engineering, University of Colorado at Boulder, Boulder, CO, United States
| | - Anh Thy Nguyen
- Paul M. Rady Mechanical Engineering, University of Colorado at Boulder, Boulder, CO, United States
| | - David Madukwe
- Paul M. Rady Mechanical Engineering, University of Colorado at Boulder, Boulder, CO, United States
| | - Prabir Roy-Chaudhury
- Department of Medicine, University of North Carolina Kidney Center, Chapel Hill, NC, United States
- WG (Bill) Hefner VA Medical Center, Salisbury, NC, United States
| | - Wei Tan
- Paul M. Rady Mechanical Engineering, University of Colorado at Boulder, Boulder, CO, United States
- Department of Biomedical Engineering, University of Colorado at Boulder, Boulder, CO, United States
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Hammad Jaber Amin M, Abdelmonim Gasm Alseed Fadlalmoula GA, Awadalla Mohamed Elhassan Elmahi M, hatim Khalid Alrabee N, Hemmeda L, Haydar Awad M, Mustafa Ahmed GE, Abbasher Hussien Mohamed Ahmed K. Knowledge, attitude, and practice of artificial intelligence applications in medicine among physicians in Sudan: a national cross-sectional survey. Ann Med Surg (Lond) 2024; 86:4416-4421. [PMID: 39118720 PMCID: PMC11305753 DOI: 10.1097/ms9.0000000000002274] [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: 04/08/2024] [Accepted: 06/04/2024] [Indexed: 08/10/2024] Open
Abstract
Background and aims Artificial intelligence (AI) has emerged as a rapidly developing tool within the medical landscape, globally aiding in diagnosis and healthcare management. However, its integration within healthcare systems remains varied across different regions. In Sudan, there exists a burgeoning interest in AI potential applications within medicine. This study aims to evaluate the knowledge, attitudes, and practices of AI applications in medicine among physicians in Sudan. Methods The authors conducted a web-based survey cross-sectional analytical study using an online questionnaire-based survey regarding demographic details, knowledge, attitudes, and practice of AI distributing through various e-mail listings and social media platforms. A sample of 825 Physicians including doctors in Sudan with different ranks and specialties were selected using the convenient non-probability sampling technique. Result Out of 825 Physicians, 666 (80.7%) of Physicians have previous knowledge about AI. However, only a small number 123 (14.9%) were taught about AI during their time in medical school, even fewer, just 120 (14.5%) had AI-related lessons in their training program. Regarding attitude, 675 (81.8%) agree that AI is very important in medicine, almost the same number, 681 (82.6%) support the idea of teaching AI in medical schools. Practically, 535 (64.8%) of doctors, think that should get special training in using AI tools in healthcare. Excitingly 651 (78.9%) of physicians are interested in working with AI in future. Based on different ranks of doctors toward AI; Medical Officers exhibited the highest proportion at (32.7%) of knowledge and understanding of AI concepts, followed by House Officers at (16.7%) (p=0.076); regarding attitude, Medical Officers demonstrated the highest (31.6%) favorable attitude, followed by House Officers at (17.5%) (p=0.229); In practice also, Medical Officer showed the highest portion (28.0%) among participants (p=0.129). Conclusion While there is a positive attitude and some level of AI practice, there remains a considerable gap in knowledge that needs addressing.
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Affiliation(s)
| | | | | | | | - Lina Hemmeda
- Faculty of Medicine, University of Khartoum, Khartoum
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Elmugadam FM, Ahmed H, KARAMELGHANI MOHAMMED, Ali A, Ali I, Ahmed A, Salman M, Mohamed W, Ahmed EA, Abbasher Hussien Mohamed Ahmed K, Mustafa Ahmed GE, Elsayed L, Musa A. Awareness of consanguineous marriage burden and willingness towards premarital genetic testing in Sudan: a national cross-sectional study. Ann Med Surg (Lond) 2024; 86:3959-3971. [PMID: 38989216 PMCID: PMC11230780 DOI: 10.1097/ms9.0000000000002210] [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: 03/06/2024] [Accepted: 05/14/2024] [Indexed: 07/12/2024] Open
Abstract
Background Despite the widespread practice of consanguinity in Sudan, there is a lack of exploration into the community's awareness of its health implications on offspring and their overall attitude towards consanguineous unions. Aim This study aimed to evaluate the community's awareness of the possible health adversities of consanguinity on children and assess the effect of knowledge level on the prevailing attitude towards this practice in Sudan. Methods From August to December 2018, data were collected from adults aged 18 years and above in five provinces of Sudan regardless of their marital status. The analysis involved both descriptive and multivariate statistical techniques. Results This study revealed a consanguinity rate of 30.2%. Despite a high awareness level (73.7%) regarding the effects of consanguineous marriage on the health of the offspring, a moderately negative attitude towards this practice (63.9%) was observed. Conclusion The discordance between the high consanguinity rate in the Sudanese population and the moderately negative attitude suggests a potential persistence of this practice in the future. Without the implementation of educational programs and the provision of genetic counselling services to consanguineous couples, the prevalence of consanguinity is likely to endure.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | | | | | - Liena Elsayed
- Department of Basic Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia
| | - Ahmed Musa
- Institute of Endemic Diseases, University of Khartoum, Khartoum, Sudan
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Northrup H, Somarathna M, Corless S, Falzon I, Totenhagen J, Lee T, Shiu YT. Analysis of Geometric and Hemodynamic Profiles in Rat Arteriovenous Fistula Following PDE5A Inhibition. Front Bioeng Biotechnol 2021; 9:779043. [PMID: 34926425 PMCID: PMC8675087 DOI: 10.3389/fbioe.2021.779043] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2021] [Accepted: 11/09/2021] [Indexed: 11/13/2022] Open
Abstract
Arteriovenous fistula (AVF) is essential for chronic kidney disease (CKD) patients on hemodialysis, but treatment for AVF maturation failure remains an unmet clinical need. Successful AVF remodeling occurs through sufficient lumen expansion to increase AVF blood flow and lumen area. Aberrant blood flow is thought to impair AVF remodeling, but previous literature has largely focused on hemodynamics averaged over the entire AVF or at a single location. We hypothesized that hemodynamics is heterogeneous, and thus any treatment's effect size is heterogeneous in the AVF. To test our hypothesis, we used the PDE5A inhibitor sildenafil to treat AVFs in a rat model and performed magnetic resonance imaging (MRI) based computational fluid dynamics (CFD) to generate a detailed spatial profile of hemodynamics in AVFs. 90 mg/kg of sildenafil was administered to rats in their drinking water for 14 days. On day 14 femoral AVFs were created in rats and sildenafil treatment continued for another 21 days. 21 days post-AVF creation, rats underwent non-contrast MRI for CFD and geometrical analysis. Lumen cross-sectional area (CSA) and flow rate were used to quantify AVF remodeling. Parameters used to describe aberrant blood flow include velocity magnitude, wall shear stress (WSS), oscillatory shear index (OSI), and vorticity. Geometrical parameters include arterial-venous (A-V) distance, anastomosis angle, tortuosity, and nonplanarity angle magnitude. When averaged across the entire AVF, sildenafil treated rats had significantly higher CSA, flow rate, velocity, WSS, OSI, and vorticity than control rats. To analyze heterogeneity, the vein was separated into zones: 0-5, 5-10, 10-15, and 15-20 mm from the anastomosis. In both groups: 1) CSA increased from the 0-5 to 15-20 zone; 2) velocity, WSS, and vorticity were highest in the 0-5 zone and dropped significantly thereafter; and 3) OSI increased at the 5-10 zone and then decreased gradually. Thus, the effect size of sildenafil on AVF remodeling and the relationship between hemodynamics and AVF remodeling depend on location. There was no significant difference between control and sildenafil groups for the other geometric parameters. Rats tolerated sildenafil treatment well, and our results suggest that sildenafil may be a safe and effective therapy for AVF maturation.
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Affiliation(s)
- Hannah Northrup
- Department of Biomedical Engineering, University of Utah, Salt Lake City, UT, United States
- Division of Nephrology and Hypertension, University of Utah Department of Internal Medicine, Salt Lake City, UT, United States
| | - Maheshika Somarathna
- Division of Nephrology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Savanna Corless
- Division of Nephrology and Hypertension, University of Utah Department of Internal Medicine, Salt Lake City, UT, United States
| | - Isabelle Falzon
- Department of Biomedical Engineering, University of Utah, Salt Lake City, UT, United States
- Division of Nephrology and Hypertension, University of Utah Department of Internal Medicine, Salt Lake City, UT, United States
| | - John Totenhagen
- Department of Radiology, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Timmy Lee
- Division of Nephrology, Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
- Veterans Affairs Medical Center, Birmingham, AL, United States
| | - Yan-Ting Shiu
- Division of Nephrology and Hypertension, University of Utah Department of Internal Medicine, Salt Lake City, UT, United States
- Veterans Affairs Medical Center, Salt Lake City, UT, United States
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Bai H, Wei S, Xie B, Wang Z, Li M, Qiao Z, Sun P, Wang W. Endothelial nitric oxide synthase (eNOS) mediates neointimal thickness in arteriovenous fistulae with different anastomotic angles in rats. J Vasc Access 2021; 23:403-411. [PMID: 33619996 DOI: 10.1177/1129729821996537] [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: 01/03/2023] Open
Abstract
BACKGROUND It is known that the anastomotic angle can influence neointimal hyperplasia and patency in arteriovenous fistulae (AVF). Endothelial nitric oxide synthase (eNOS) is released from the vascular endothelium and can inhibit neointimal hyperplasia. Therefore, here, we aimed to test the hypothesis that the manipulation of eNOS expression could influence neointimal thickness in a rat AVF model with different anastomosis angles. METHODS Rat carotid artery (inflow, CA) and jugular vein (outflow, JV) AVF were created with acute, blunt, or end-to-end (ETE) anastomosis angles. Aspirin was used to increase eNOS expression in the acute angle group, while N(G)-nitro-L-arginine methyl ester (L-name) was used to decrease eNOS expression in the obtuse angle group. The rats were sacrificed on day 21, and tissues were harvested and analyzed histologically and with immunostaining. RESULTS A larger anastomosis diameter (p < 0.016) and smaller neointimal area (p < 0.01) were observed in the obtuse and end-to-end (ETE) groups compared to in the acute group. In the acute angle group, there were more proliferating cell nuclear antigen (PCNA) and α-actin dual-positive cells (p < 0.0001) and fewer phospho (p)-eNOS-positive endothelial cells (p < 0.0001) in the neointima than in the obtuse and ETE angle groups. On treating the acute angle and blunt angle groups with aspirin and L-name, respectively, no significant differences in the neointima/lumen rate were observed (p = 0.6526) between the groups; however, there were fewer von Willebrand factor (vWF) and p-eNOS dual-positive cells in the obtuse angle group treated with L-name (p = 0.0045). CONCLUSIONS We demonstrated that eNOS plays an important role in neointimal hyperplasia in AVF with different anastomosis angles; further, eNOS could potentially be used as a therapeutic target in patients with AVF in the future.
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Affiliation(s)
- Hualong Bai
- Department of Vascular and Endovascular Surgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China.,Key Vascular Physiology and Applied Research Laboratory of Zhengzhou City, Henan, China
| | - Shunbo Wei
- Department of Vascular and Endovascular Surgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Boao Xie
- Department of Vascular and Endovascular Surgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Zhiwei Wang
- Department of Vascular and Endovascular Surgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Mingxing Li
- Department of Vascular and Endovascular Surgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Zhentao Qiao
- Department of Vascular and Endovascular Surgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Peng Sun
- Department of Vascular and Endovascular Surgery, First Affiliated Hospital of Zhengzhou University, Zhengzhou, Henan, China
| | - Wang Wang
- Department of Physiology, Medical school of Zhengzhou University, Zhengzhou, Henan, China.,Key Vascular Physiology and Applied Research Laboratory of Zhengzhou City, Henan, China
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Falzon I, Northrup H, Guo L, Totenhagen J, Lee T, Shiu YT. The geometry of arteriovenous fistulas using endothelial nitric oxide synthase mouse models. KIDNEY360 2020; 1:925-935. [PMID: 33117991 PMCID: PMC7591147 DOI: 10.34067/kid.0001832020] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2020] [Accepted: 07/30/2020] [Indexed: 11/27/2022]
Abstract
BACKGROUND Arteriovenous fistula (AVF) maturation failure is a significant clinical problem in the hemodialysis population. Geometric parameters of human AVFs were associated with AVF development, but causative studies are lacking. We characterized mouse AVF geometry using endothelial nitric oxide synthase (NOS3) mouse models. METHODS Carotid-jugular AVFs were created in NOS3 overexpression (OE), knockout (KO), and wild type (WT) mice. At 7 and 21 days postcreation, black-blood magnetic resonance images of AVFs were acquired and used to build three-dimensional reconstructions of AVF lumens. We used these reconstructions to calculate the lumen area, lumen centerline, and centerline-derived parameters: anastomosis angle, tortuosity, nonplanarity angle, and location of maximal distance between the feeding artery and AVF vein. Inter- and intrauser variabilities were also determined. RESULTS When all mice were considered, increased minimum AVF venous lumen area was accompanied by increased venous tortuosity and increased distance between the artery and vein, with both remaining in-plane with the anastomosis. At day 7, the lumen area of AVFs from all strains was 1.5- to 2.5-fold larger than native veins. Furthermore, at day 21, AVF lumen in NOS3 OE (4.04±1.43 mm2) was significantly larger than KO (2.74±1.34 mm2) (P<0.001) and WT (2.94±1.30 mm2) mice (p<0.001). At day 21, the location of maximal artery-vein distance on the vein was further away from the anastomosis in OE (4.49±0.66 mm) than KO (2.87±0.38 mm) (p=0.001). Other geometric parameters were not significantly different between mouse strains or time points. Inter- and intrauser variabilities were small, indicating the reliability and reproducibility of our protocol. CONCLUSIONS Our study presents a detailed characterization of mouse AVF geometry, and a robust protocol for future mechanistic studies to investigate the role of molecular pathways in AVF geometry. Identifying a geometry related to desired AVF remodeling can help inform surgery to enhance AVF maturation.
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Affiliation(s)
- Isabelle Falzon
- Department of Biomedical Engineering, University of Utah, Salt Lake City, Utah
- Division of Nephrology and Hypertension, Department of Internal Medicine, University of Utah, Salt Lake City, Utah
| | - Hannah Northrup
- Department of Biomedical Engineering, University of Utah, Salt Lake City, Utah
- Division of Nephrology and Hypertension, Department of Internal Medicine, University of Utah, Salt Lake City, Utah
| | - Lingling Guo
- Division of Nephrology, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
| | - John Totenhagen
- Department of Radiology, University of Alabama at Birmingham, Birmingham, Alabama
| | - Timmy Lee
- Division of Nephrology, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama
- Veterans Affairs Medical Center, Birmingham, Alabama
| | - Yan-Ting Shiu
- Division of Nephrology and Hypertension, Department of Internal Medicine, University of Utah, Salt Lake City, Utah
- Veterans Affairs Medical Center, Salt Lake City, Utah
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Less primary fistula failure in hypertensive patients. J Hum Hypertens 2018; 32:311-318. [PMID: 29581557 DOI: 10.1038/s41371-018-0052-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Revised: 01/28/2018] [Accepted: 02/05/2018] [Indexed: 11/08/2022]
Abstract
End stage renal disease (ESRD) patients suffer from advanced renal diseases and actually nonfunctioning kidneys, and need kidney transplantation or dialysis. Hemodialysis (HD) is the most used method and requires a vascular access (VA). Arteriovenous fistula (AVF) is the first choice of VA over the world for having least morbidity and mortality. Despite the wide-spread use of AVFs, the rate of AVF failures are notable. Detecting the factors that cause AVF failure can reduce repeating VA surgeries and hospitalization of ESRD patients. Present research studies 480 Iranian HD patients who underwent AVF surgery from 2010 to 2017 and aged 18-90 years old, using data mining techniques. (i) The AVF failure rate was equal to 8.96%, such that AVF failure has occurred in 3.54% and 5.52% of HD patient with and without hypertension, respectively. (ii) The rate of non-failure AVF in hypertensive patients is 61.46%, whereas the same rate for patients with negative history of hypertension reaches to 29.58%. (iii) Hypertension has a significant inverse association with AVF failure (Spearman's ρ = -0.160, P-value ≤ 0.005). (iv) The decision tree (with accuracy rate = 92.24%) shows less AVF failure in hypertsensive patients (5.53%) comparing with non-hypertensive patients (15.09%). (v) The AVFs with greater failure rates and non-hypertensive HD patients were clustered together. "Significantly lower risk of AVF failure was associated with presence of a positive history of hypertension; in other words, positive history of hypertension has an adverse effect on AVF failure and Hypertensive HD patients have more maturated AVF."
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