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Kulkarni P, Yeram PB, Vora A. Terpenes in the management of chronic kidney disease. NAUNYN-SCHMIEDEBERG'S ARCHIVES OF PHARMACOLOGY 2024; 397:6351-6368. [PMID: 38683370 DOI: 10.1007/s00210-024-03098-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2024] [Accepted: 04/11/2024] [Indexed: 05/01/2024]
Abstract
Chronic kidney disease (CKD) is a chronic and progressive systemic condition that characterizes irreversible alterations in the kidneys' function and structure over an extended period, spanning months to years. CKD is the one of the major causes of mortality worldwide. However, very limited treatment options are available in the market for management of the CKD. Diabetes and hypertension are the key risk factors for the progression of CKD. It is majorly characterised by glomerulosclerosis, tubular atrophy, and interstitial fibrosis. Plants are considered safe and effective in treating various chronic conditions. A diverse group of phytoconstituents, including polyphenols, flavonoids, alkaloids, tannins, saponins, and terpenes, have found significant benefits in managing chronic ailments. Terpenes constitute a diverse group of plant compounds with various therapeutic benefits. Evidence-based pharmacological studies underscore the crucial role played by terpenes in preventing and managing CKD. These substances demonstrate the capacity to hinder detrimental pathways, such as oxidative stress, inflammation and fibrosis, thereby demonstrating benefit in renal dysfunction. This review offers a comprehensive overview of the roles and positive attributes of commonly occurring terpenes in managing the causes and risk factors of CKD and the associated conditions.
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Affiliation(s)
- Piyusha Kulkarni
- Shobhaben Pratapbhai Patel School of Pharmacy & Technology Management, Shri Vile Parle Kelavani Mandal's Narsee Monjee Institute of Management Studies, Mumbai, 400056, India
| | - Pranali B Yeram
- Shobhaben Pratapbhai Patel School of Pharmacy & Technology Management, Shri Vile Parle Kelavani Mandal's Narsee Monjee Institute of Management Studies, Mumbai, 400056, India
| | - Amisha Vora
- Shobhaben Pratapbhai Patel School of Pharmacy & Technology Management, Shri Vile Parle Kelavani Mandal's Narsee Monjee Institute of Management Studies, Mumbai, 400056, India.
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Samitinjay A, Vaishnavi K, Gongireddy R, Kulakarni SC, Panuganti R, Vishwanatham C, Manikanta AK, Biswas R. Understanding clinical complexity in organ and organizational systems: Challenges local and global. J Eval Clin Pract 2024; 30:316-329. [PMID: 37335625 DOI: 10.1111/jep.13886] [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: 10/08/2022] [Revised: 04/04/2023] [Accepted: 05/19/2023] [Indexed: 06/21/2023]
Abstract
INTRODUCTION Complexity in healthcare systems has been arbitrarily defined as tasks or systems ranging from complicated to intractable, with a general view of these not being 'simple'. Complexity in healthcare systems in first-world countries has been well elucidated, however, data from third-world countries is still scant. MATERIALS AND METHODS: We present four cases each from three different organ systems-chronic kidney disease, alcohol use disorder, and heart failure-in the backdrop of our healthcare organization. We present our analysis of the complexities faced clinically and, in our local healthcare system which led to these events. RESULTS Analysis of these cases showed that patients with chronic kidney disease had vertebral-spinal pathologies due to poor infection control measures during haemodialysis. All these patients were young with a long history of secondary hypertension. In patients with alcohol use disorder, a common theme of how government regulations and peer pressure promote alcohol use is analysed. In the four patients with unexplained heart failure, vascular health is viewed as a fractal dimension and the various factors affecting vascular health are elaborated. CONCLUSION Complexities exist clinically in making a diagnosis, and organizationally, in the variables and nodes dictating patient outcomes. Clinical complexities cannot be simplified but have to be navigated in an optimized way to improve clinical outcomes.
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Affiliation(s)
- Aditya Samitinjay
- Department of General Medicine, Kamineni Institute of Medical Sciences, Narketpally, India
| | - Karnati Vaishnavi
- Department of General Medicine, Government Medical College, Sangareddy, India
| | | | - Sai Charan Kulakarni
- Department of General Medicine, Kamineni Institute of Medical Sciences, Narketpally, India
| | - Raveen Panuganti
- Department of General Medicine, Kamineni Institute of Medical Sciences, Narketpally, India
| | - Chandana Vishwanatham
- Department of General Medicine, Kamineni Institute of Medical Sciences, Narketpally, India
| | | | - Rakesh Biswas
- Department of General Medicine, Kamineni Institute of Medical Sciences, Narketpally, India
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Moreels T, Van de Velde D, Van Duyse S, Vanden Wyngaert K, Leune T, Van Biesen W, De Vriendt P. The impact of in-centre haemodialysis treatment on the everyday life of older adults with end-stage kidney disease: a qualitative study. Clin Kidney J 2023; 16:1674-1683. [PMID: 37779844 PMCID: PMC10539253 DOI: 10.1093/ckj/sfad104] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2023] [Indexed: 10/03/2023] Open
Abstract
Background Older adults with end-stage kidney disease experience a diminished ability to perform the activities of their daily life. For those living at home, the initiation of in-centre haemodialysis treatment (ICHD) carries a risk of cascading functional decline leading to early nursing home placement and mortality. Research on how older adults adapt to their newly impacted daily life is scarce. Methods Individual semi-structured interviews were conducted using a purposeful maximum variation sample of older adult (≥65 years) ICHD patients living at home. Interviews were conducted between October and December 2018. Interview coding followed an inductive and broad-based approach. Thematic analysis was used to group meaning units into common themes and subthemes. Results Twenty patients (12 females) were interviewed. Analysis resulted in two main themes and seven subthemes. The first main theme showed the impact of ICHD on everyday roles and functioning through four subthemes: a stepwise decline in daily activities, managing time, role changes and an incomplete retirement. The second main theme showed potential areas of remediation through three subthemes: the social environment, developing new daily activity patterns and meaningful activities and goals. Conclusions The older adults experienced a process of adaptation that generally progressed from a phase of initial disruption towards a period of mere survival. Being able to accept a life on dialysis was intricately connected with the ability to perform activities that were personally meaningful. Early and continued support of meaningful activities may prove valuable in breaking or delaying the cycle of functional decline.
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Affiliation(s)
- Timothy Moreels
- Department of Rehabilitation Sciences, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
- Department of Nephrology, Ghent University Hospital, Ghent, Belgium
| | - Dominique Van de Velde
- Department of Rehabilitation Sciences, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
- Department of Occupational Therapy, Artevelde University of Applied Sciences, Ghent, Belgium
| | - Stephanie Van Duyse
- Department of Rehabilitation Sciences, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
| | - Karsten Vanden Wyngaert
- Department of Rehabilitation Sciences, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
- Department of Nephrology, Ghent University Hospital, Ghent, Belgium
| | - Tamara Leune
- Department of Nephrology, Ghent University Hospital, Ghent, Belgium
| | - Wim Van Biesen
- Department of Nephrology, Ghent University Hospital, Ghent, Belgium
| | - Patricia De Vriendt
- Department of Rehabilitation Sciences, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium
- Department of Occupational Therapy, Artevelde University of Applied Sciences, Ghent, Belgium
- Frailty in Ageing Research Group, Department of Gerontology and Mental Health and Wellbeing Research Group, Faculty of Medicine and Pharmacy, Vrije Universiteit, Brussels, Belgium
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Fan X, Han J, Zhao E, Fang J, Wang D, Cheng Y, Shi Y, Wang Z, Yao Z, Lu P, Liu T, Li Q, Poulsen KL, Yuan Z, Song Y, Zhao J. The effects of obesity and metabolic abnormalities on severe COVID-19-related outcomes after vaccination: A population-based study. Cell Metab 2023; 35:585-600.e5. [PMID: 36931274 PMCID: PMC9974355 DOI: 10.1016/j.cmet.2023.02.016] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/17/2022] [Revised: 11/01/2022] [Accepted: 02/24/2023] [Indexed: 03/05/2023]
Abstract
Breakthrough SARS-CoV-2 infections of vaccinated individuals are being reported globally, resulting in an increased risk of hospitalization and death among such patients. Therefore, it is crucial to identify the modifiable risk factors that may affect the protective efficacy of vaccine use against the development of severe COVID-19 and thus to initiate early medical interventions. Here, in population-based studies using the UK Biobank database and the 2021 National Health Interview Survey (NHIS), we analyzed 20,362 participants aged 50 years or older and 2,588 aged 18 years or older from both databases who tested positive for SARS-COV-2, of whom 33.1% and 67.7% received one or more doses of vaccine, respectively. In the UK Biobank, participants are followed from the vaccination date until October 18, 2021. We found that obesity and metabolic abnormalities (namely, hyperglycemia, hyperlipidemia, and hypertension) were modifiable factors for severe COVID-19 in vaccinated patients (all p < 0.05). When metabolic abnormalities were present, regardless of obesity, the risk of severe COVID-19 was higher than that of metabolically normal individuals (all p < 0.05). Moreover, pharmacological interventions targeting such abnormalities (namely, antihypertensive [adjusted hazard ratio (aHR) 0.64, 95% CI 0.48-0.86; p = 0.003], glucose-lowering [aHR 0.55, 95% CI 0.36-0.83; p = 0.004], and lipid-lowering treatments [aHR 0.50, 95% CI 0.37-0.68; p < 0.001]) were significantly associated with a reduced risk for this outcome. These results show that more proactive health management of patients with obesity and metabolic abnormalities is critical to reduce the incidence of severe COVID-19 after vaccination.
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Affiliation(s)
- Xiude Fan
- Department of Endocrinology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong Provincial Hospital, Shandong University, Jinan, Shandong 250021, China; Shandong Clinical Research Center of Diabetes and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Institute of Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Laboratory of Prevention and Control for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Research Center of Stem Cell and Gene Therapy for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China
| | - Junming Han
- Department of Endocrinology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong Provincial Hospital, Shandong University, Jinan, Shandong 250021, China; Shandong Clinical Research Center of Diabetes and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Institute of Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Laboratory of Prevention and Control for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Research Center of Stem Cell and Gene Therapy for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China
| | - Enfa Zhao
- Department of Ultrasound, the First Affiliated Hospital of Anhui Medical University, Hefei, Anhui Province 230022, China
| | - Jiansong Fang
- Science and Technology Innovation Center, Guangzhou University of Chinese Medicine, Guangzhou, Guangdong 510006, China
| | - Dawei Wang
- Department of Endocrinology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong Provincial Hospital, Shandong University, Jinan, Shandong 250021, China; Shandong Clinical Research Center of Diabetes and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Institute of Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Laboratory of Prevention and Control for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Research Center of Stem Cell and Gene Therapy for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China
| | - Yiping Cheng
- Department of Endocrinology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong Provincial Hospital, Shandong University, Jinan, Shandong 250021, China; Shandong Clinical Research Center of Diabetes and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Institute of Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Laboratory of Prevention and Control for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Research Center of Stem Cell and Gene Therapy for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China
| | - Yingzhou Shi
- Department of Endocrinology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong Provincial Hospital, Shandong University, Jinan, Shandong 250021, China; Shandong Clinical Research Center of Diabetes and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Institute of Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Laboratory of Prevention and Control for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Research Center of Stem Cell and Gene Therapy for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China
| | - Zhen Wang
- Department of Endocrinology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong Provincial Hospital, Shandong University, Jinan, Shandong 250021, China; Shandong Clinical Research Center of Diabetes and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Institute of Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Laboratory of Prevention and Control for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Research Center of Stem Cell and Gene Therapy for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China
| | - Zhenyu Yao
- Department of Endocrinology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong Provincial Hospital, Shandong University, Jinan, Shandong 250021, China; Shandong Clinical Research Center of Diabetes and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Institute of Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Laboratory of Prevention and Control for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Research Center of Stem Cell and Gene Therapy for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China
| | - Peng Lu
- Department of Endocrinology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong Provincial Hospital, Shandong University, Jinan, Shandong 250021, China; Shandong Clinical Research Center of Diabetes and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Institute of Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Laboratory of Prevention and Control for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Research Center of Stem Cell and Gene Therapy for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China
| | - Tianbao Liu
- Department of Endocrinology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong Provincial Hospital, Shandong University, Jinan, Shandong 250021, China; Shandong Clinical Research Center of Diabetes and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Institute of Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Laboratory of Prevention and Control for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Research Center of Stem Cell and Gene Therapy for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China
| | - Qihang Li
- Department of Endocrinology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong Provincial Hospital, Shandong University, Jinan, Shandong 250021, China; Shandong Clinical Research Center of Diabetes and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Institute of Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Laboratory of Prevention and Control for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Research Center of Stem Cell and Gene Therapy for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China
| | - Kyle L Poulsen
- Department of Anesthesiology, McGovern Medical School, University of Texas Health Science Center at Houston, Houston, TX 77030, USA
| | - Zhongshang Yuan
- Department of Biostatistics, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, Shandong 250012, China
| | - Yongfeng Song
- Department of Endocrinology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong Provincial Hospital, Shandong University, Jinan, Shandong 250021, China; Shandong Clinical Research Center of Diabetes and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Institute of Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Laboratory of Prevention and Control for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Research Center of Stem Cell and Gene Therapy for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China.
| | - Jiajun Zhao
- Department of Endocrinology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Shandong Provincial Hospital, Shandong University, Jinan, Shandong 250021, China; Shandong Clinical Research Center of Diabetes and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Institute of Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Laboratory of Prevention and Control for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China; Shandong Engineering Research Center of Stem Cell and Gene Therapy for Endocrine and Metabolic Diseases, Jinan, Shandong 250021, China.
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Nguyen VTH, Sriyuktasuth A, Phligbua W. Risk factors associated with uncontrolled blood pressure among patients with non-dialysis chronic kidney disease in Vietnam. BELITUNG NURSING JOURNAL 2021; 7:370-379. [PMID: 37496500 PMCID: PMC10367987 DOI: 10.33546/bnj.1611] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 07/18/2021] [Accepted: 09/12/2021] [Indexed: 07/28/2023] Open
Abstract
Background Uncontrolled blood pressure rates are high in patients with non-dialysis chronic kidney disease, worsening the disease progression and leading to end-stage renal disease. However, studies on uncontrolled blood pressure in patients with non-dialysis chronic kidney disease and its associated factors in Vietnam are scarce.Objectives: This study aimed at identifying uncontrolled blood pressure rates and risk factors associated with uncontrolled blood pressure among Vietnamese patients with non-dialysis chronic kidney disease. Methods A cross-sectional, correlational study design was employed among 182 participants coming to follow up at two tertiary hospitals in Vietnam. The participants were selected by a convenience sampling technique. Data were collected using Participant Demographic Information Form, Clinical Characteristics Form, Alcohol Use Disorders Identification Test, Pittsburgh Sleep Quality Index, Charlson Comorbidity Index, and an automated office oscillometric upper arm device. Descriptive statistics, Chi-square, Fisher's Exact Test, and binary logistic regression were used to analyze the data. Results 63.2% of the participants could not control their BP less than 130/80 mmHg. Poor sleep quality (OR 2.076, 95%CI 1.059-4.073, p=.034) and severe comorbidities (OR 2.926, 95%CI 1.248-6.858, p=.013) were risk factors associated with uncontrolled blood pressure among Vietnamese patients with non-dialysis chronic kidney disease. Interestingly, the study found a high rate of awareness toward the importance of blood pressure control but a low rate of known blood pressure targets. Conclusion Uncontrolled blood pressure rates among Vietnamese patients with non-dialysis chronic kidney disease were high. Sleep quality and comorbidity severity were significantly associated with uncontrolled blood pressure in this population. To achieve blood pressure targets, nurses and other healthcare providers should pay more attention to the patients with poor sleep quality and severe comorbidities.
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Affiliation(s)
| | | | - Warunee Phligbua
- Department of Medical Nursing, Faculty of Nursing, Mahidol University, Thailand
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Lee MC, Wu SFV, Lu KC, Wang WH, Chen YY, Chen HM. Effect of patient-centred self-management programme on mental health, self-efficacy and self-management of patients with hypertensive nephropathy: A randomised controlled trial. J Clin Nurs 2021; 30:3205-3217. [PMID: 33942419 DOI: 10.1111/jocn.15825] [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: 01/19/2021] [Revised: 03/23/2021] [Accepted: 04/12/2021] [Indexed: 11/28/2022]
Abstract
AIM AND OBJECTIVES To evaluate the effect of patient-centred self-management programme on mental health, self-efficacy and self-management of patients with hypertensive nephropathy. BACKGROUND If the symptoms of hypertension are not well-controlled, deterioration of renal function will accelerate and evolve into hypertensive nephropathy. DESIGN A randomised single-blind trial. This article follows the requirements of CONSORT statement. METHODS The experimental group (n = 35) after pre-test used patient-centred self-management programme once a week for a total of 4 weeks and the intervention effect was measured after 3 months for post-test. Contrarily, the traditional care was employed for the control group (n = 35). The measuring outcomes included mental health, self-efficacy and self-management. Trial registry is listed under https://clinicaltrials.gov/ with Identifier No. NCT04633993. RESULTS After the intervention, the average score of mental health for the experimental group was 20.79 (SD = 0.82) which was higher than the 19.27 points for the control group (SD = 0.77) and showed a significant difference (F = 8.31, p = .005, partial eta2 = 0.133). In terms of self-efficacy, the average score for the experimental group was 214.13 (SD = 6.40), which was higher than the 189.58 points for the control group (SD = 6.03) and exhibited a significant difference (F = 11.82, p = .001, partial eta2 = 0.197). Regarding self-management, the average score of the experimental group was 75.12 (SD = 2.29) which was significantly higher than the 68.80 points of the control group (SD = 2.43) (F = 11.17, p = .001, partial eta2 = 0.190). CONCLUSIONS In addition to promoting mental health of individual cases, this intervention also increases their self-confidence in disease control and improves their self-management on diseases. RELEVANCE TO CLINICAL PRACTICE The intervention provides an effective option for clinical care workers as a replacement for or supplement to the traditional care.
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Affiliation(s)
- Mei-Chen Lee
- School of Nursing, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan
| | - Shu-Fang Vivienne Wu
- School of Nursing, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan
| | - Kuo-Cheng Lu
- Division of Nephrology, Taipei Tzu Chi Hospital, Buddhist Tzu Chi Medical Foundation, New Taipei City, Taiwan.,School of Medicine, Buddhist Tzu Chi University, Hualien, Taiwan
| | - Wen-Hug Wang
- Medical Intensive Care Unit, Cardinal Tien Hospital, New Taipei City, Taiwan
| | - Yen-Yen Chen
- Department of Nursing, National Taiwan University Hospital, Taipei, Taiwan
| | - Hui-Mei Chen
- School of Nursing, National Taipei University of Nursing and Health Sciences, Taipei, Taiwan
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Ye X, Zeng QT, Facelli JC, Brixner DI, Conway M, Bray BE. Predicting Optimal Hypertension Treatment Pathways Using Recurrent Neural Networks. Int J Med Inform 2020; 139:104122. [PMID: 32339929 PMCID: PMC10490557 DOI: 10.1016/j.ijmedinf.2020.104122] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2019] [Revised: 03/13/2020] [Accepted: 03/18/2020] [Indexed: 01/10/2023]
Abstract
BACKGROUND In ambulatory care settings, physicians largely rely on clinical guidelines and guideline-based clinical decision support (CDS) systems to make decisions on hypertension treatment. However, current clinical evidence, which is the knowledge base of clinical guidelines, is insufficient to support definitive optimal treatment. OBJECTIVE The goal of this study is to test the feasibility of using deep learning predictive models to identify optimal hypertension treatment pathways for individual patients, based on empirical data available from an electronic health record database. MATERIALS AND METHODS This study used data on 245,499 unique patients who were initially diagnosed with essential hypertension and received anti-hypertensive treatment from January 1, 2001 to December 31, 2010 in ambulatory care settings. We used recurrent neural networks (RNN), including long short-term memory (LSTM) and bi-directional LSTM, to create risk-adapted models to predict the probability of reaching the BP control targets associated with different BP treatment regimens. The ratios for the training set, the validation set, and the test set were 6:2:2. The samples for each set were independently randomly drawn from individual years with corresponding proportions. RESULTS The LSTM models achieved high accuracy when predicting individual probability of reaching BP goals on different treatments: for systolic BP (<140 mmHg), diastolic BP (<90 mmHg), and both systolic BP and diastolic BP (<140/90 mmHg), F1-scores were 0.928, 0.960, and 0.913, respectively. CONCLUSIONS The results demonstrated the potential of using predictive models to select optimal hypertension treatment pathways. Along with clinical guidelines and guideline-based CDS systems, the LSTM models could be used as a powerful decision-support tool to form risk-adapted, personalized strategies for hypertension treatment plans, especially for difficult-to-treat patients.
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Affiliation(s)
- Xiangyang Ye
- Department of Biomedical Informatics, The University of Utah, 421 Wakara Way, Suite 140, Salt Lake City, UT, 84108, USA.
| | - Qing T Zeng
- Department of Biomedical Informatics, The University of Utah, 421 Wakara Way, Suite 140, Salt Lake City, UT, 84108, USA; Department of Clinical Research and Leadership, The George Washington University, 2600 Virginia Ave., NW, First Floor, Washington DC, 20037, USA
| | - Julio C Facelli
- Department of Biomedical Informatics, The University of Utah, 421 Wakara Way, Suite 140, Salt Lake City, UT, 84108, USA
| | - Diana I Brixner
- Department of Pharmacotherapy, The University of Utah, 30 South 2000 East, Salt Lake City, UT, 84108, USA
| | - Mike Conway
- Department of Biomedical Informatics, The University of Utah, 421 Wakara Way, Suite 140, Salt Lake City, UT, 84108, USA
| | - Bruce E Bray
- Department of Biomedical Informatics, The University of Utah, 421 Wakara Way, Suite 140, Salt Lake City, UT, 84108, USA
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Dharmapatni NWK, Sriyuktasuth A, Pongthavornkamol K. Rate of uncontrolled blood pressure and its associated factors in patients with predialysis chronic kidney disease in Bali, Indonesia. JOURNAL OF HEALTH RESEARCH 2020. [DOI: 10.1108/jhr-09-2019-0203] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023] Open
Abstract
PurposeHypertension is a key determinant for the development and progression of chronic kidney disease (CKD). The purpose of this study is to assess the rate of uncontrolled blood pressure (BP) and identify its associated factors in patients with predialysis CKD in Bali, Indonesia.Design/methodology/approachA cross-sectional study was conducted among 165 patients who attended the nephrology clinic in a central public hospital in Bali. Data were obtained by measuring BP at threshold 130/80 mmHg, as well as collected through standardized questionnaires. Univariate analysis was done using Chi-square test, and multivariate analyses were carried out using multiple logistic regression.FindingsA total of 165 patients (111 males and 54 females) with predialysis CKD participated in this study. About 64% of the participants had uncontrolled BP. In multiple logistic regression, all selected variables significantly explained 63.2% of the variance in uncontrolled BP. However, low physical activity (odds ratio [OR] = 24.287, 95% confidence interval [CI]: 3.114–189.445), unhealthy dietary pattern (OR = 10.153, 95% CI: 2.770–37.210), as well as perceived moderate stress (OR = 4.365, 95% CI: 1.024-18.609) and high stress (OR = 10.978, 95% CI: 2.602–46.312) were significantly associated with uncontrolled BP.Research limitations/implicationsThe study findings provide evidence for health care providers to improve BP control among patients with predialysis CKD.Originality/valueControlling BP among patients with predialysis CKD was poor. Lifestyle modification and stress management are keys to improving BP control.
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Weaver DJ, Waldo A, Oh GJ, Kamil ES, Elliott M, Adler S, Pesenson A, Modes MM, Gipson P, Lafayette RA, Selewski DT, Attalla SE, Eikstadt R, Troost JP, Gipson DS, Massengill SF. Time to Initiation of Antihypertensive Therapy After Onset of Elevated Blood Pressure in Patients With Primary Proteinuric Kidney Disease. Kidney Med 2020; 2:131-138. [PMID: 32734234 PMCID: PMC7380443 DOI: 10.1016/j.xkme.2019.10.012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
Rationale & Objective The objective of the study was to estimate the prevalence of hypertension in patients with proteinuric kidney disease and evaluate blood pressure (BP) control. Study Design Retrospective cohort study. Setting & Participants Data from adults and children with proteinuric kidney disease enrolled in the multicenter Kidney Research Network Registry were used for this study. Exposure Proteinuric kidney disease. Outcomes Hypertension and BP control. Analytical Approach Patients with white-coat hypertension were excluded. Patients were censored at end-stage kidney disease onset. Patients were defined as hypertensive either by hypertension diagnosis code, having 2 or more encounters with elevated BPs, or treatment with antihypertensive therapy excluding renin-angiotensin-aldosterone system blockade. Elevated BP was defined as greater than 95th percentile for children and >140/90 mm Hg in adults. Sustained BP control was defined as 2 or more consecutive encounters with BPs lower than 95th percentile for children and <140/90 mm Hg for adults. Kaplan-Meier and Cox proportional hazards analyses were used to evaluate the time to initiation of antihypertensive therapy. Results 842 patients, 69% adults and 31% children, with a total observation period of 6,722 patient-years were included in the analysis. 644 (76%) had hypertension during observation. There was no difference in the prevalence of hypertension between children and adults (74% vs 78%; P = 0.3). Hypertension was most common among those of African American race compared with other races (90% vs 72%-75%; P = 0.003). 504 (78%) patients with hypertension achieved BP control but only 51% achieved control within 1 year. 140 (22%) patients with hypertension never achieved BP control during a median of 41 (IQR, 24-73) months of observation. Limitations Differing BP control goals that may lead to overestimation of the controlled patient population. Conclusions Hypertension affects most patients with proteinuric kidney disease regardless of age. Time to BP control exceeded 1 year in 50% of patients with hypertension and 22% did not demonstrate control. This study highlights the need to address hypertension early and completely in disease management of patients with proteinuric kidney disease.
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Affiliation(s)
- Donald J Weaver
- Division of Pediatric Nephrology, Levine Children's Hospital at Atrium Health, Charlotte, NC
| | - Anne Waldo
- Division of Nephrology, Department of Pediatrics & Communicable Diseases, C.S. Mott Children's Hospital, University of Michigan, Ann Arbor, MI
| | - Gia J Oh
- Division of Nephrology, Department of Pediatrics, Stanford University, Stanford, CA
| | | | | | - Sharon Adler
- Los Angeles Biomedical Research Institute at Harbor-UCLA Medical Center, Los Angeles, CA
| | | | | | - Patrick Gipson
- Division of Nephrology, Department of Pediatrics & Communicable Diseases, C.S. Mott Children's Hospital, University of Michigan, Ann Arbor, MI.,Division of Nephrology, Department of Medicine, University of Michigan, Ann Arbor, MI
| | | | - David T Selewski
- Division of Nephrology, Department of Pediatrics & Communicable Diseases, C.S. Mott Children's Hospital, University of Michigan, Ann Arbor, MI
| | - Samara E Attalla
- Division of Nephrology, Department of Pediatrics & Communicable Diseases, C.S. Mott Children's Hospital, University of Michigan, Ann Arbor, MI
| | - Richard Eikstadt
- Division of Nephrology, Department of Pediatrics & Communicable Diseases, C.S. Mott Children's Hospital, University of Michigan, Ann Arbor, MI
| | - Jonathan P Troost
- Division of Nephrology, Department of Pediatrics & Communicable Diseases, C.S. Mott Children's Hospital, University of Michigan, Ann Arbor, MI
| | - Debbie S Gipson
- Division of Nephrology, Department of Pediatrics & Communicable Diseases, C.S. Mott Children's Hospital, University of Michigan, Ann Arbor, MI
| | - Susan F Massengill
- Division of Pediatric Nephrology, Levine Children's Hospital at Atrium Health, Charlotte, NC
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Thompson S, Wiebe N, Gyenes G, Davies R, Radhakrishnan J, Graham M. Physical Activity In Renal Disease (PAIRED) and the effect on hypertension: study protocol for a randomized controlled trial. Trials 2019; 20:109. [PMID: 30736832 PMCID: PMC6368686 DOI: 10.1186/s13063-019-3235-5] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Accepted: 01/29/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The prevalence of hypertension among people with chronic kidney disease is high with over 60% of people not attaining recommended targets despite taking multiple medications. Given the health and economic implications of hypertension, additional strategies are needed. Exercise is an effective strategy for reducing blood pressure in the general population; however, it is not known whether exercise would have a comparable benefit in people with moderate to advanced chronic kidney disease and hypertension. METHODS This is a parallel-arm trial of adults with hypertension (systolic blood pressure greater than 130 mmHg) and an estimated glomerular filtration rate of 15-45 ml/min 1.73 m2. A total of 160 participants will be randomized, with stratification for estimated glomerular filtration rate, to a 24-week, aerobic-based exercise intervention or enhanced usual care. The primary outcome is the difference in 24-h ambulatory systolic blood pressure after 8 weeks of exercise training. Secondary outcomes at 8 and 24 weeks include: other measurements of blood pressure, aortic stiffness (pulse-wave velocity), change in the Defined Daily Dose of anti-hypertensive drugs, medication adherence, markers of cardiovascular risk, physical fitness (cardiopulmonary exercise testing), 7-day accelerometry, quality of life, and adverse events. The effect of exercise on renal function will be evaluated in an exploratory analysis. The intervention is a thrice-weekly, moderate-intensity aerobic exercise supplemented with isometric resistance exercise delivered in two phases. Phase 1: supervised, facility-based, weekly and home-based sessions (8 weeks). Phase 2: home-based sessions (16 weeks). DISCUSSION To our knowledge, this study is the first trial designed to provide a precise estimate of the effect of exercise on blood pressure in people with moderate to severe CKD and hypertension. The findings from this study should address a significant knowledge gap in hypertension management in CKD and inform the design of a larger study on the effect of exercise on CKD progression. TRIAL REGISTRATION ClinicalTrials.gov, ID: NCT03551119 . Registered on 11 June 2018.
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Affiliation(s)
- Stephanie Thompson
- Division of Nephrology and Immunology, 11-112R CSB, 152 University Campus NW, University of Alberta, 11-112 Clinical Sciences Building, Edmonton, AB T6G 2G3 Canada
| | - Natasha Wiebe
- Division of Nephrology and Immunology, 11-112R CSB, 152 University Campus NW, University of Alberta, 11-112 Clinical Sciences Building, Edmonton, AB T6G 2G3 Canada
| | - Gabor Gyenes
- Department of Cardiology, Mackenzie Health Science Centre, 8440-112 Street, Edmonton, AB T6G 2B7 Canada
| | - Rachelle Davies
- Division of Nephrology and Immunology, 11-112R CSB, 152 University Campus NW, University of Alberta, 11-112 Clinical Sciences Building, Edmonton, AB T6G 2G3 Canada
| | | | - Michelle Graham
- Department of Cardiology, Mackenzie Health Science Centre, 8440-112 Street, Edmonton, AB T6G 2B7 Canada
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11
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Varleta P, Tagle R. A feared combination: Hypertension and chronic kidney disease. J Clin Hypertens (Greenwich) 2018; 21:102-104. [DOI: 10.1111/jch.13432] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Affiliation(s)
- Paola Varleta
- Unidad de Prevención Cardiovascular y Rehabilitación Cardíaca, Centro Cardiovascular, Hospital DIPRECA; Santiago Chile
| | - Rodrigo Tagle
- Departamento de Nefrología, Facultad de Medicina; Pontificia Universidad Católica de Chile; Santiago Chile
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12
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Vanholder R, Van Laecke S, Glorieux G, Verbeke F, Castillo-Rodriguez E, Ortiz A. Deleting Death and Dialysis: Conservative Care of Cardio-Vascular Risk and Kidney Function Loss in Chronic Kidney Disease (CKD). Toxins (Basel) 2018; 10:E237. [PMID: 29895722 PMCID: PMC6024824 DOI: 10.3390/toxins10060237] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/02/2018] [Accepted: 05/11/2018] [Indexed: 02/07/2023] Open
Abstract
The uremic syndrome, which is the clinical expression of chronic kidney disease (CKD), is a complex amalgam of accelerated aging and organ dysfunctions, whereby cardio-vascular disease plays a capital role. In this narrative review, we offer a summary of the current conservative (medical) treatment options for cardio-vascular and overall morbidity and mortality risk in CKD. Since the progression of CKD is also associated with a higher cardio-vascular risk, we summarize the interventions that may prevent the progression of CKD as well. We pay attention to established therapies, as well as to novel promising options. Approaches that have been considered are not limited to pharmacological approaches but take into account lifestyle measures and diet as well. We took as many randomized controlled hard endpoint outcome trials as possible into account, although observational studies and post hoc analyses were included where appropriate. We also considered health economic aspects. Based on this information, we constructed comprehensive tables summarizing the available therapeutic options and the number and kind of studies (controlled or not, contradictory outcomes or not) with regard to each approach. Our review underscores the scarcity of well-designed large controlled trials in CKD. Nevertheless, based on the controlled and observational data, a therapeutic algorithm can be developed for this complex and multifactorial condition. It is likely that interventions should be aimed at targeting several modifiable factors simultaneously.
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Affiliation(s)
- Raymond Vanholder
- Nephrology Section, Department of Internal Medicine, Ghent University Hospital, 9000 Ghent, Belgium.
| | - Steven Van Laecke
- Nephrology Section, Department of Internal Medicine, Ghent University Hospital, 9000 Ghent, Belgium.
| | - Griet Glorieux
- Nephrology Section, Department of Internal Medicine, Ghent University Hospital, 9000 Ghent, Belgium.
| | - Francis Verbeke
- Nephrology Section, Department of Internal Medicine, Ghent University Hospital, 9000 Ghent, Belgium.
| | | | - Alberto Ortiz
- Department of Nephrology and Hypertension, IIS-Fundacion Jimenez Diaz UAM, 28040 Madrid, Spain.
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Ishida T, Oh A, Hiroi S, Shimasaki Y, Tsuchihashi T. Current prescription status of antihypertensive drugs in Japanese patients with hypertension: Analysis by type of comorbidities. Clin Exp Hypertens 2018; 41:203-210. [PMID: 29781721 DOI: 10.1080/10641963.2018.1465074] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
Abstract
In 2014, the Japanese Society of Hypertension (JSH) issued revised guidelines for hypertension management. To assess adherence to the guidelines, this retrospective study evaluated the real-world status of antihypertensive drug prescribing for Japanese patients with hypertension, classified by comorbidity: diabetes mellitus, dyslipidemia, gout/hyperuricemia and renal diseases. Data on 59,867 hypertensive patients who received their first prescription for antihypertensive therapy between April 2014 and March 2015, were obtained from a medical insurance claims database for hospitals participating in the Diagnosis Procedure Combination/Per-Diem payment system. The most common drugs prescribed for each comorbidity subgroup were calcium channel blockers (CCBs) and angiotensin II receptor blockers (ARBs), with prescription rates of around 60-70%. Contrary to JSH recommendations, diuretics and angiotensin-converting enzyme inhibitors were prescribed less often than β-blockers. Whereas diabetes mellitus is a compelling indication for use of renin-angiotensin system inhibitors, CCBs were commonly prescribed in this subgroup. The treatment pattern for patients with comorbid dyslipidemia closely resembled that for the overall patient population. Loop diuretics were prescribed more frequently for patients with renal diseases or gout/hyperuricemia than for those with diabetes mellitus or dyslipidemia. Although antihypertensive drug prescribing varied by comorbidity, JSH 2014 guidelines appeared not to be incorporated adequately into actual clinical practice.
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Affiliation(s)
- Takayuki Ishida
- a Japan Medical Affairs , Takeda Pharmaceutical Company Limited , Tokyo , Japan
| | - Akinori Oh
- a Japan Medical Affairs , Takeda Pharmaceutical Company Limited , Tokyo , Japan
| | - Shinzo Hiroi
- a Japan Medical Affairs , Takeda Pharmaceutical Company Limited , Tokyo , Japan
| | - Yukio Shimasaki
- a Japan Medical Affairs , Takeda Pharmaceutical Company Limited , Tokyo , Japan
| | - Takuya Tsuchihashi
- b Department of Cardiology and Hypertension, Steel Memorial Yawata Hospital , Kitakyushu , Japan
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14
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Hagiwara H, Nishikawa R, Fukuzawa K, Tohkin M. The Survey of the Compliance Situation to the Antihypertensive Therapy Guideline by Analyzing Japanese National Claims Data. YAKUGAKU ZASSHI 2017; 137:893-901. [DOI: 10.1248/yakushi.17-00038] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Affiliation(s)
- Hiromi Hagiwara
- Department of Regulatory Science, Graduate School of Pharmaceutical Sciences, Nagoya City University
| | - Ryouhei Nishikawa
- Department of Regulatory Science, Graduate School of Pharmaceutical Sciences, Nagoya City University
| | - Kazuki Fukuzawa
- Department of Regulatory Science, Graduate School of Pharmaceutical Sciences, Nagoya City University
| | - Masahiro Tohkin
- Department of Regulatory Science, Graduate School of Pharmaceutical Sciences, Nagoya City University
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박지은, 김홍수, Sung-il Cho, 류연희. Factors Associated with Controlled Hypertension by Sex and Macro Level: A Systematic Review. ACTA ACUST UNITED AC 2016. [DOI: 10.15709/hswr.2016.36.2.581] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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