1
|
Brown Z, Freeman K, Räisänen AM. Integrating Lifestyle Medicine Content into Health Professions Programs. Am J Lifestyle Med 2025:15598276251321418. [PMID: 39991019 PMCID: PMC11840824 DOI: 10.1177/15598276251321418] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2024] [Revised: 12/11/2024] [Accepted: 02/03/2025] [Indexed: 02/25/2025] Open
Abstract
Lifestyle medicine (LM) has demonstrated clinical efficacy when utilized within chronic disease guidelines where lifestyle interventions are recommended. Integrating LM content into health professions education, such as doctor of occupational and physical therapy programs, is critically important to empower future clinicians to adequately implement therapeutic lifestyle interventions to improve their patient's health outcomes. The American College of Lifestyle Medicine Partial Academic Pathway was developed to facilitate the integration of LM content into health professions programs. In this article, we describe the Partial Academic Pathway pilot, which began in the fall of 2022 and concluded in the fall of 2023. In addition, we describe the role of two health professions, occupational therapy and physical therapy, in health promotion and management of lifestyle-related conditions. Finally, we provide an example of how LM competencies were implemented into a doctor of physical therapy curriculum. As the students learning about LM enter the workforce, they have the potential to support their patients' health through therapeutic lifestyle interventions while reducing healthcare costs and improving patient satisfaction.
Collapse
Affiliation(s)
- Zipporah Brown
- Department of Health Services, Linn County Mental Health, Albany, OR, USA (ZB)
| | - Kelly Freeman
- American College of Lifestyle Medicine, Chesterfield, MO, USA (KF)
| | - Anu M. Räisänen
- Department of Physical Therapy Education, College of Health Sciences - Northwest, Western University of Health Sciences, Lebanon, OR, USA (AMR)
| |
Collapse
|
2
|
Gonzalez JP, Vendrame F, Gempel S, Roach KE, Kirk-Sanchez N, Wong M. Using metabolic parameters to inform emergency care referral in a patient with a hyperglycemic induced acute kidney injury: a case report. Physiother Theory Pract 2025:1-7. [PMID: 39826106 DOI: 10.1080/09593985.2024.2449222] [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: 07/31/2024] [Revised: 12/29/2024] [Accepted: 12/29/2024] [Indexed: 01/22/2025]
Abstract
OBJECTIVE To describe the clinical reasoning and use of the American Diabetes Association (ADA) blood glucose and exercise guidelines in the face of an emerging acute glycemic crisis for a patient with type 2 diabetes mellitus receiving physical therapy for chronic ankle instability and fibromyalgia. CASE DESCRIPTION Assessment of the patient's baseline blood glucose and ketone urinalysis revealed hyperglycemia and ketonuria, respectively. Shortly after testing, the patient became nauseous and vomited. This prompted assessment of her end-tidal carbon dioxide via nasal capnography to screen for diabetic keto-acidosis. Evidence of Kussmaul breathing, tachypnea, and hypocapnia in conjunction with hyperglycemia and ketonuria, as well as symptoms of nausea and signs of vomiting prompted a referral to the emergency department. OUTCOMES The patient was admitted to the hospital for five days with a diagnosis of acute kidney injury. It was determined that the acute kidney injury was caused by hyperglycemia in combination with impaired kidney function and an exacerbation of her congestive heart failure, all of which are known risk factors for acute kidney injuries in patients with diabetes mellitus. CONCLUSIONS Compliance with the ADA blood glucose exercise guidelines allowed for early recognition of metabolic dysfunction prior to the onset of symptoms. Failure to have complied with the ADA blood glucose exercise guidelines may have resulted in the physical therapist administering therapeutic exercise that likely would have contributed to a worse prognosis.
Collapse
Affiliation(s)
- Juan P Gonzalez
- APReCIAT Lab - Department of Physical Therapy, University of Miami, Coral Gables, Florida, USA
- Department of Physical Therapy, University of Miami, Coral Gables, Florida, USA
| | - Francesco Vendrame
- Division of Endocrinology - Department of Medicine, University of Miami, Coral Gables, Florida, USA
| | - Sabine Gempel
- Department of Physical Therapy, University of Miami, Coral Gables, Florida, USA
| | - Kathryn E Roach
- Department of Physical Therapy, University of Miami, Coral Gables, Florida, USA
| | - Neva Kirk-Sanchez
- Department of Physical Therapy, University of Miami, Coral Gables, Florida, USA
| | - Marlon Wong
- APReCIAT Lab - Department of Physical Therapy, University of Miami, Coral Gables, Florida, USA
- Department of Physical Therapy, University of Miami, Coral Gables, Florida, USA
| |
Collapse
|
3
|
Yan M, Yu Y, Li S, Zhang P, Yu J. Effectiveness of King's Theory of Goal Attainment in Blood Glucose Management for Newly Diagnosed Patients With Type 2 Diabetes: Randomized Controlled Trial. J Med Internet Res 2024; 26:e59142. [PMID: 39481094 PMCID: PMC11565083 DOI: 10.2196/59142] [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: 04/03/2024] [Revised: 07/29/2024] [Accepted: 08/30/2024] [Indexed: 11/02/2024] Open
Abstract
BACKGROUND Diabetes poses a significant public health challenge in China and globally, with the number of patients expected to reach 592 million by 2035, notably in Asia. In China alone, an estimated 140 million individuals are living with diabetes, and a significant portion is nonadherent to medications, underscoring the urgency of effective management strategies. Recognizing the necessity of early and comprehensive management for newly diagnosed patients with type 2 diabetes, this study leverages an online teach-back method and "Internet + Nursing" platform based on King's Theory of Goal Attainment. The approach aims to enhance glycemic control and reduce fear and misconceptions about the disease, addressing both the educational and emotional needs of the patients. OBJECTIVE The primary aim of this study was to assess the effectiveness of King's Goal Attainment Theory in the management of newly diagnosed patients with type 2 diabetes. This research sought to develop a collaborative model for blood glucose management, integrating the expertise and roles of physicians, nurses, and patients. The model is designed to enhance the synergy in health care provision, ensuring a comprehensive approach to diabetes management. METHODS In this study conducted at Changzhou Traditional Chinese Medicine Hospital between January 2022 and February 2023, eligible patients were randomized into a control group or an online feedback group. The control group received standard care, while the online feedback group participated in a King's Theory of Goal Attainment-based online teach-back program, enhanced by "Internet + Nursing" strategies. This included an interactive platform for goal planning, video content sharing, comprehension assessment, misconception correction, and patient-driven recaps of disease information. Health monitoring was facilitated through the "Internet + Nursing" platform. The study focused on comparing changes in glucose metabolism and emotional disorder symptoms between the groups to evaluate the intervention's effectiveness. RESULTS Following a 24-week intervention, we observed significant differences in key metrics between the online feedback group and the control group, each comprising 60 participants. The online feedback group demonstrated significant reductions in fasting plasma glucose, 2-hour postprandial glucose, and hemoglobin A1c (P<.05). Additionally, there was a notable decrease in hypoglycemia-related anxiety and alexithymia within this group. Conversely, the control group maintained relatively higher values for these metrics at the same time point (P<.05). These findings underscore the efficacy of online feedback in managing glycemic control and reducing psychological distress associated with hypoglycemia. CONCLUSIONS The online teaching-back method, guided by King's Theory of Goal Attainment, effectively enhances glycemic control, reducing fasting plasma glucose, 2-hour postprandial glucose, and hemoglobin A1c levels in newly diagnosed patients with type 2 diabetes. Simultaneously, it alleviates hypoglycemia-related anxiety and mitigates alexithymia. This approach merits widespread promotion and implementation in clinical settings. TRIAL REGISTRATION Chinese Clinical Trial Registry ChiCTR2400079547; https://www.chictr.org.cn/showproj.html?proj=208223.
Collapse
Affiliation(s)
- Man Yan
- Changzhou Hospital of Traditional Chinese Medicine, Changzhou, China
| | - Yingchun Yu
- Changzhou Hospital of Traditional Chinese Medicine, Changzhou, China
| | - Shuping Li
- Changzhou Hospital of Traditional Chinese Medicine, Changzhou, China
| | - Peiling Zhang
- Changzhou Hospital of Traditional Chinese Medicine, Changzhou, China
| | - Jiaxiang Yu
- Department of Nursing and Rehabilitations, Faculty of Medicine and Health Sciences, University Putra Malaysia, Serdang, Malaysia
| |
Collapse
|
4
|
Sheraz S, Malik AN, Ferraro FV, Siddiqi FA. Does multifactorial inspiratory muscle training improve postural stability and quality of life of patients with diabetes in Pakistan? A randomised controlled trial. BMJ Open 2024; 14:e080718. [PMID: 39284701 PMCID: PMC11409280 DOI: 10.1136/bmjopen-2023-080718] [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: 10/09/2023] [Accepted: 08/28/2024] [Indexed: 09/20/2024] Open
Abstract
OBJECTIVE To determine the effects of multifactorial inspiratory muscle training (IMT) combined with Otago Exercise Programme (OEP) on balance and quality of life (QoL) in patients with diabetes. METHODS Pretest-post-test randomised controlled trial. SETTING Rehabilitation Department of Pakistan Railway General Hospital. PARTICIPANTS 70 patients with diabetes were randomly assigned to experimental or placebo groups, out of which 59 patients completed the intervention. INTERVENTION Patients in the experimental group performed OEP+IMT (at 50% of baseline maximum inspiratory pressure (MIP)) whereas the placebo group performed OEP+sham IMT (at 15% of MIP). Both groups exercised for 12 consecutive weeks. OUTCOME MEASURES Outcome measures included nine variables: the Berg Balance Scale (BBS), the Biodex Postural Stability System (including postural stability test (Overall Stability Index, Anterior-Posterior Index and Mediolateral Index), fall risk test (FRT), Limits of Stability (LOS) test (time to complete test and direction control), Clinical Test of Sensory Interaction and Balance (CTSIB)) and the Audit of Diabetes Dependent Quality of Life questionnaire. RESULTS Out of 59 patients who completed treatment, 37.1% were men and 62.9% were women with a mean age of 58.37±5.91 years. Results show significant interaction effects on BBS scores with the mean score improving from 41.87±2.61 to 49.16±2.50 in IMT versus sham IMT group with scores improving from 41.58±2.51 to 45.74±2.30. The IMT group significantly improved in dynamic balance tested through BBS (p=0.003), anticipatory balance through LOS test (p=0.003), reactive balance tested through FRT (p=0.04), direction control (p=0.03) and sensory integration through CTSIB test (p=0.04) when compared with the sham IMT group. While no significant changes (p>0.05) between groups were observed in QoL and static balance; significant changes (p<0.05) within group were observed in both groups in QoL and static balance. CONCLUSION Additional research is necessary to understand the association between inspiratory muscle strength and balance, however, we demonstrated that a multifactorial IMT intervention should be used with patients with diabetes to improve balance, postural control and reduce fall risks. TRIAL REGISTRATION NUMBER ClinicalTrials.gov, NCT#04947163.
Collapse
Affiliation(s)
- Suman Sheraz
- Faculty of Rehabilitation And Allied Health Sciences, Riphah International University, Islamabad, Pakistan
| | - Arshad Nawaz Malik
- Faculty of Rehabilitation And Allied Health Sciences, Riphah International University, Islamabad, Pakistan
| | | | - Furqan Ahmed Siddiqi
- Foundation University College of Physical Therapy, Foundation University Islamabad, Islamabad, Pakistan
| |
Collapse
|
5
|
Chen HL, Wu C, Cao L, Wang R, Zhang TY, He Z. The association between the neutrophil-to-lymphocyte ratio and type 2 diabetes mellitus: a cross-sectional study. BMC Endocr Disord 2024; 24:107. [PMID: 38982402 PMCID: PMC11232124 DOI: 10.1186/s12902-024-01637-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Accepted: 07/01/2024] [Indexed: 07/11/2024] Open
Abstract
BACKGROUND Type 2 diabetes mellitus (T2DM) is a prevalent chronic disease often accompanied by low-grade inflammation. Recently, the neutrophil-to-lymphocyte ratio (NLR) has garnered researchers' interest as an emerging inflammation biomarker. This study aimed to comprehensively explore the relationship between NLR and T2DM using the National Health and Nutrition Examination Survey (NHANES) database. METHOD We employed a cross-sectional study design to analyze data from five NHANES cycles from 2007 to 2016, excluding individuals with incomplete data. This study utilized a weighted logistic regression model, subgroup analyses, and restricted cubic spline (RCS) analysis to assess the potential relationship between NLR and T2DM. RESULTS A total of 9903 participants were eligible for the analysis, of which 1280 were diagnosed with T2DM. The T2DM group exhibited significantly higher NLR levels than the non-T2DM group. After adjusting for potential confounders, elevated NLR levels were associated with an increased risk of developing T2DM, indicated by an odds ratio (OR) of 1.14, 95% CI: (1.05,1.24), P = 0.003. The results of the subgroup analyses revealed a significant interaction effect between NLR and T2DM concerning race and hypertension (P for interaction < 0.05). In contrast, no significant interactions were found for age, sex, education level, body mass index (BMI), smoking status, recreational activities, and alcohol drinker (P for interaction > 0.05). RCS analysis showed a significant non-linear relationship between NLR and T2DM, with an inflection point at 2.27 (all P for non-linearity < 0.05). CONCLUSION Our study indicates that an elevated neutrophil-to-lymphocyte ratio is associated with a higher risk of T2DM.
Collapse
Affiliation(s)
- Hai Long Chen
- Changchun University of Traditional Chinese Medicine, 1035 Bo shuo Road, Changchun, Jilin, 130117, China
| | - Chunwei Wu
- Department of Endocrinology, The Affiliated Hospital of Changchun University of Traditional Chinese Medicine, 1478 Gong nong Road, Changchun, Jilin, 130021, China
| | - Lei Cao
- Changchun University of Traditional Chinese Medicine, 1035 Bo shuo Road, Changchun, Jilin, 130117, China
| | - Ruolin Wang
- Changchun University of Traditional Chinese Medicine, 1035 Bo shuo Road, Changchun, Jilin, 130117, China
| | - Tian Yang Zhang
- Changchun University of Traditional Chinese Medicine, 1035 Bo shuo Road, Changchun, Jilin, 130117, China
| | - Ze He
- Department of Endocrinology, The Affiliated Hospital of Changchun University of Traditional Chinese Medicine, 1478 Gong nong Road, Changchun, Jilin, 130021, China.
| |
Collapse
|
6
|
DiLiberto FE, Kamath HER, Olson ML, Cherchi M, Helminski JO, Schubert MC. When, where, and why should we look for vestibular dysfunction in people with diabetes mellitus? FRONTIERS IN REHABILITATION SCIENCES 2024; 4:1306010. [PMID: 38273862 PMCID: PMC10808374 DOI: 10.3389/fresc.2023.1306010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/03/2023] [Accepted: 12/15/2023] [Indexed: 01/27/2024]
Abstract
The biochemistry of diabetes mellitus results in multi-system tissue compromise that reduces functional mobility and interferes with disease management. Sensory system compromise, such as peripheral neuropathy and retinopathy, are specific examples of tissue compromise detrimental to functional mobility. There is lack of clarity regarding if, when, and where parallel changes in the peripheral vestibular system, an additional essential sensory system for functional mobility, occur as a result of diabetes. Given the systemic nature of diabetes and the plasticity of the vestibular system, there is even less clarity regarding if potential vestibular system changes impact functional mobility in a meaningful fashion. This commentary will provide insight as to when we should employ diagnostic vestibular function tests in people with diabetes, where in the periphery we should look, and why testing may or may not matter. The commentary concludes with recommendations for future research and clinical care.
Collapse
Affiliation(s)
- Frank E. DiLiberto
- Department of Audiology and Speech Pathology, Captain James A. Lovell Federal Health Care Center, North Chicago, IL, United States
- Department of Physical Therapy, Rosalind Franklin University of Medicine and Science, North Chicago, IL, United States
| | - Heather E. R. Kamath
- Department of Audiology and Speech Pathology, Captain James A. Lovell Federal Health Care Center, North Chicago, IL, United States
| | - Maxine L. Olson
- Department of Audiology and Speech Pathology, Captain James A. Lovell Federal Health Care Center, North Chicago, IL, United States
- Department of Physical Therapy, Rosalind Franklin University of Medicine and Science, North Chicago, IL, United States
| | - Marcello Cherchi
- Neurology, University of Chicago Medicine, Chicago, IL, United States
| | - Janet O. Helminski
- Department of Physical Therapy, Rosalind Franklin University of Medicine and Science, North Chicago, IL, United States
| | - Michael C. Schubert
- Laboratory of Vestibular NeuroAdaptation, Department of Otolaryngology-Head and Neck Surgery, Johns Hopkins University, Baltimore, MD, United States
| |
Collapse
|
7
|
Alhowimel AS, Alshahrani AA, Abulaban AA, Althobeit AM, Alenazi AM, Alshehri MM, Alqahtani BA, Alodaibi F. Saudi Arabian Physical Therapists' Knowledge, Attitudes, and Clinical Practice in Diabetes Prevention and Management. Diabetes Metab Syndr Obes 2023; 16:2967-2977. [PMID: 37767133 PMCID: PMC10521925 DOI: 10.2147/dmso.s426949] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 09/07/2023] [Indexed: 09/29/2023] Open
Abstract
Objective This study explores physical therapists' current knowledge, attitudes, and practice toward the management and prevention of diabetes in Saudi Arabia. Patients and Methods A cross-sectional survey was distributed among physical therapists in Saudi Arabia. The questionnaire included several sections concerning their knowledge, attitude, and current practice toward diabetic management. A total of 301 physical therapists (32% female) participated in our study. Results The results suggest that only half of the participants agreed that diabetes management and prevention were within physical therapy's scope of service. However, approximately 30% of the participants did not regularly check or ask about the glucose levels of their patients with diabetes. Only 55% of the participants correctly answered the knowledge test questions. Conclusion This study found that physical therapists in Saudi Arabia have a modest level of diabetes knowledge. The findings indicate that physical therapy educational programs should address diabetes management. Furthermore, continued education is required for current practicing physical therapists in Saudi Arabia.
Collapse
Affiliation(s)
- Ahmed S Alhowimel
- Department of Health and Rehabilitation Sciences, College of Applied Medical Science, Prince Sattam Bin Abdulaziz University, Alkharj, Saudi Arabia
| | - Abdullah A Alshahrani
- Department of Health and Rehabilitation Sciences, College of Applied Medical Science, Prince Sattam Bin Abdulaziz University, Alkharj, Saudi Arabia
| | - Aseel A Abulaban
- Department of Health and Rehabilitation Sciences, College of Applied Medical Science, Prince Sattam Bin Abdulaziz University, Alkharj, Saudi Arabia
| | - Areej M Althobeit
- Department of Health and Rehabilitation Sciences, College of Applied Medical Science, Prince Sattam Bin Abdulaziz University, Alkharj, Saudi Arabia
| | - Aqeel M Alenazi
- Department of Health and Rehabilitation Sciences, College of Applied Medical Science, Prince Sattam Bin Abdulaziz University, Alkharj, Saudi Arabia
| | | | - Bader A Alqahtani
- Department of Health and Rehabilitation Sciences, College of Applied Medical Science, Prince Sattam Bin Abdulaziz University, Alkharj, Saudi Arabia
| | - Faris Alodaibi
- Department of Rehabilitation Science, King Saud University, Riyadh, Saudi Arabia
| |
Collapse
|
8
|
Amin M, Kerr D, Atiase Y, Yakub Y, Driscoll A. Expert Opinions about Barriers and Facilitators to Physical Activity Participation in Ghanaian Adults with Type 2 Diabetes: A Qualitative Descriptive Study. Sports (Basel) 2023; 11:123. [PMID: 37505610 PMCID: PMC10383987 DOI: 10.3390/sports11070123] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2023] [Revised: 06/16/2023] [Accepted: 06/20/2023] [Indexed: 07/29/2023] Open
Abstract
Most adults with type 2 diabetes mellitus (T2DM) do not meet their physical activity (PA) goals despite its importance in improving their health outcomes. Our study aim was to explore the opinions of healthcare professionals regarding barriers and facilitators to PA participation in Ghanaian adults with T2DM. Using qualitative descriptive design, data were collected through semi-structured interviews with 13 healthcare professionals experienced in diabetes management in Ghana. Three main themes relating to PA barriers and facilitators were identified in a thematic analysis: health system-related factors, healthcare practitioner factors, and patient factors. Inadequate accessibility to physical therapists and therapy centres hindered the provision of PA programs. Nurses and doctors lacked sufficient knowledge and training on effective PA interventions for individuals with T2DM. Time constraints during patient consultations limited discussions on PA, while the cost associated with accessing physical therapy posed a significant challenge. Patients often disregarded PA advice from physical therapists due to their reliance on doctors, and some perceived PA as irrelevant for diabetes treatment. Despite these barriers, healthcare professionals expressed belief in PA facilitators, including integrating physical therapists and diabetes educators into diabetes care, providing structured exercise resources, improving curriculum planning to emphasise PA in health science education, and addressing knowledge gaps and misconceptions. Overall, this study highlights patient-related and healthcare system-related factors that influence PA behaviour in Ghanaian adults with T2DM. Findings from this study should inform the development of tailored PA programs for this population.
Collapse
Affiliation(s)
- Mohammed Amin
- Centre for Quality and Patient Safety, Institute for Health Transformation, Faculty of Health, School of Nursing and Midwifery, Deakin University, 221 Burwood Highway, Burwood, VIC 3125, Australia
| | - Debra Kerr
- Centre for Quality and Patient Safety, Institute for Health Transformation, Faculty of Health, School of Nursing and Midwifery, Deakin University, 221 Burwood Highway, Burwood, VIC 3125, Australia
| | - Yacoba Atiase
- National Diabetes Management and Research Centre, Korle-Bu Teaching Hospital, University of Ghana Medical School, Accra P.O. Box GP 4236, Ghana
| | - Yusif Yakub
- Faculty of Medicine and Health, The University of Sydney, Science Rd., Camperdown, NSW 2050, Australia
| | - Andrea Driscoll
- Centre for Quality and Patient Safety, Institute for Health Transformation, Faculty of Health, School of Nursing and Midwifery, Deakin University, 221 Burwood Highway, Burwood, VIC 3125, Australia
| |
Collapse
|
9
|
Khan IU, Raiaan MAK, Fatema K, Azam S, Rashid RU, Mukta SH, Jonkman M, De Boer F. A Computer-Aided Diagnostic System to Identify Diabetic Retinopathy, Utilizing a Modified Compact Convolutional Transformer and Low-Resolution Images to Reduce Computation Time. Biomedicines 2023; 11:1566. [PMID: 37371661 DOI: 10.3390/biomedicines11061566] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2023] [Revised: 05/23/2023] [Accepted: 05/26/2023] [Indexed: 06/29/2023] Open
Abstract
Diabetic retinopathy (DR) is the foremost cause of blindness in people with diabetes worldwide, and early diagnosis is essential for effective treatment. Unfortunately, the present DR screening method requires the skill of ophthalmologists and is time-consuming. In this study, we present an automated system for DR severity classification employing the fine-tuned Compact Convolutional Transformer (CCT) model to overcome these issues. We assembled five datasets to generate a more extensive dataset containing 53,185 raw images. Various image pre-processing techniques and 12 types of augmentation procedures were applied to improve image quality and create a massive dataset. A new DR-CCTNet model is proposed. It is a modification of the original CCT model to address training time concerns and work with a large amount of data. Our proposed model delivers excellent accuracy even with low-pixel images and still has strong performance with fewer images, indicating that the model is robust. We compare our model's performance with transfer learning models such as VGG19, VGG16, MobileNetV2, and ResNet50. The test accuracy of the VGG19, ResNet50, VGG16, and MobileNetV2 were, respectively, 72.88%, 76.67%, 73.22%, and 71.98%. Our proposed DR-CCTNet model to classify DR outperformed all of these with a 90.17% test accuracy. This approach provides a novel and efficient method for the detection of DR, which may lower the burden on ophthalmologists and expedite treatment for patients.
Collapse
Affiliation(s)
- Inam Ullah Khan
- Health Informatics Research Lab, Department of Computer Science and Engineering, Daffodil International University, Dhaka 1207, Bangladesh
| | | | - Kaniz Fatema
- Health Informatics Research Lab, Department of Computer Science and Engineering, Daffodil International University, Dhaka 1207, Bangladesh
| | - Sami Azam
- Faculty of Science and Technology, Charles Darwin University, Darwin, NT 0909, Australia
| | - Rafi Ur Rashid
- Department of Computer Science and Engineering, Penn State University, State College, PA 16801, USA
| | - Saddam Hossain Mukta
- Department of Computer Science and Engineering, United International University, Dhaka 1212, Bangladesh
| | - Mirjam Jonkman
- Faculty of Science and Technology, Charles Darwin University, Darwin, NT 0909, Australia
| | - Friso De Boer
- Faculty of Science and Technology, Charles Darwin University, Darwin, NT 0909, Australia
| |
Collapse
|
10
|
Mandali PK, Prabakaran A, Annadurai K, Krishnan UM. Trends in Quantification of HbA1c Using Electrochemical and Point-of-Care Analyzers. SENSORS (BASEL, SWITZERLAND) 2023; 23:1901. [PMID: 36850502 PMCID: PMC9965793 DOI: 10.3390/s23041901] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Revised: 01/30/2023] [Accepted: 02/03/2023] [Indexed: 06/18/2023]
Abstract
Glycated hemoglobin (HbA1c), one of the many variants of hemoglobin (Hb), serves as a standard biomarker of diabetes, as it assesses the long-term glycemic status of the individual for the previous 90-120 days. HbA1c levels in blood are stable and do not fluctuate when compared to the random blood glucose levels. The normal level of HbA1c is 4-6.0%, while concentrations > 6.5% denote diabetes. Conventionally, HbA1c is measured using techniques such as chromatography, spectroscopy, immunoassays, capillary electrophoresis, fluorometry, etc., that are time-consuming, expensive, and involve complex procedures and skilled personnel. These limitations have spurred development of sensors incorporating nanostructured materials that can aid in specific and accurate quantification of HbA1c. Various chemical and biological sensing elements with and without nanoparticle interfaces have been explored for HbA1c detection. Attempts are underway to improve the detection speed, increase accuracy, and reduce sample volumes and detection costs through different combinations of nanomaterials, interfaces, capture elements, and measurement techniques. This review elaborates on the recent advances in the realm of electrochemical detection for HbA1c detection. It also discusses the emerging trends and challenges in the fabrication of effective, accurate, and cost-effective point-of-care (PoC) devices for HbA1c and the potential way forward.
Collapse
Affiliation(s)
- Pavan Kumar Mandali
- Centre for Nanotechnology& Advanced Biomaterials, SASTRA Deemed University, Thanjavur 613 401, India
- School of Chemical and Biotechnology, SASTRA Deemed University, Thanjavur 613 401, India
| | - Amrish Prabakaran
- Centre for Nanotechnology& Advanced Biomaterials, SASTRA Deemed University, Thanjavur 613 401, India
- School of Chemical and Biotechnology, SASTRA Deemed University, Thanjavur 613 401, India
| | - Kasthuri Annadurai
- Centre for Nanotechnology& Advanced Biomaterials, SASTRA Deemed University, Thanjavur 613 401, India
- School of Chemical and Biotechnology, SASTRA Deemed University, Thanjavur 613 401, India
- School of Arts, Sciences, Humanities & Education, SASTRA Deemed University, Thanjavur 613 401, India
| | - Uma Maheswari Krishnan
- Centre for Nanotechnology& Advanced Biomaterials, SASTRA Deemed University, Thanjavur 613 401, India
- School of Chemical and Biotechnology, SASTRA Deemed University, Thanjavur 613 401, India
- School of Arts, Sciences, Humanities & Education, SASTRA Deemed University, Thanjavur 613 401, India
| |
Collapse
|
11
|
Cardiac autonomic neuropathy: A case report. J Bodyw Mov Ther 2022; 32:163-170. [DOI: 10.1016/j.jbmt.2022.05.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 03/03/2022] [Accepted: 05/15/2022] [Indexed: 11/15/2022]
|
12
|
Yun I, Joo HJ, Park YS, Park EC. Association between Physical Exercise and Glycated Hemoglobin Levels in Korean Patients Diagnosed with Diabetes. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:3280. [PMID: 35328970 PMCID: PMC8951637 DOI: 10.3390/ijerph19063280] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/10/2022] [Revised: 03/06/2022] [Accepted: 03/08/2022] [Indexed: 02/01/2023]
Abstract
This study aimed to identify the association between physical exercise and glycated hemoglobin (HbA1c) levels in Korean patients diagnosed with diabetes. Data from the 2015−2019 Korea National Health and Nutrition Examination Survey were used. In total, 2559 participants were included (1286 males and 1273 females). Multiple logistic regression analysis was conducted to examine the effect of physical exercise on controlled HbA1c levels among diabetic patients. In Korean male patients with diabetes, performance of physical exercise, including walking and resistance exercises, was associated with controlled HbA1c levels < 6.5% (odds ratio (OR), 1.85; 95% confidence interval (CI), 1.17−2.92). In males, performing resistance exercise for ≥5 days a week, without walking exercise, had a significant association with HbA1c levels (OR, 1.75; 95% CI, 1.15−2.65). HbA1c levels were more likely to be controlled when both walking and resistance exercises were performed for ≥5 days a week in both sexes (males: OR, 1.74; 95% CI, 1.04−2.93 and females: OR, 2.59; 95% CI, 1.09−6.15). This study found that resistance exercise may contribute to the management of HbA1c levels among Korean patients with diabetes. Promoting resistance exercise performance can be beneficial for improving the condition of patients with diabetes.
Collapse
Affiliation(s)
- Il Yun
- Department of Public Health, Graduate School, Yonsei University, Seoul 03722, Korea; (I.Y.); (H.J.J.); (Y.S.P.)
- Institute of Health Services Research, Yonsei University, Seoul 03722, Korea
| | - Hye Jin Joo
- Department of Public Health, Graduate School, Yonsei University, Seoul 03722, Korea; (I.Y.); (H.J.J.); (Y.S.P.)
- Institute of Health Services Research, Yonsei University, Seoul 03722, Korea
| | - Yu Shin Park
- Department of Public Health, Graduate School, Yonsei University, Seoul 03722, Korea; (I.Y.); (H.J.J.); (Y.S.P.)
- Institute of Health Services Research, Yonsei University, Seoul 03722, Korea
| | - Eun-Cheol Park
- Institute of Health Services Research, Yonsei University, Seoul 03722, Korea
- Department of Preventive Medicine, Yonsei University College of Medicine, Seoul 03722, Korea
| |
Collapse
|
13
|
Varela AJ, Melvin A. The theatre of depression: a role for physical therapy. Physiother Theory Pract 2022:1-17. [DOI: 10.1080/09593985.2022.2041136] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Affiliation(s)
- Antonio J Varela
- School of Physical Therapy, Arkansas College of Health Education, Fort Smith, AR, USA
| | - Ann Melvin
- School of Social and Behavioral Sciences, Capella University, Minneapolis, MN, USA
| |
Collapse
|
14
|
Wang X, Chen W, Lao W, Chen Y. Silencing LncRNA PVT1 Reverses High Glucose-Induced Regulation of the High Expression of PVT1 in HRMECs by Targeting miR-128-3p. Horm Metab Res 2022; 54:119-125. [PMID: 35130573 DOI: 10.1055/a-1730-5091] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
This paper aims to discuss the possibility of lncRNA PVT1 as a diagnostic biomarker for diabetic retinopathy (DR) and explore the underlying mechanism. Real-time quantitative polymerase chain reaction (RT-qPCR) was selected to determine the expression level of lncRNA PVT1 in the serum of all subjects. The receiver operating characteristic (ROC) curve reflected the diagnostic significance of PVT1 for DR patients. The Cell Counting Kit-8 (CCK-8) and Transwell assays were used to evaluate the effect of PVT1 expression on the proliferation and migration of human retinal microvascular endothelial cells (HRMECs). The luciferase reporter gene was selected to verify the interaction between PVT1 and miR-128-3p. The relative expression level of PVT1 in serum was higher in both the DB and DR group than in the healthy controls group (HC), and it was highest in the DR group. ROC curve indicated that serum PVT1 could distinguish between HC and DB patients, DB patients and DR patients, respectively. In vitro, high glucose induction significantly increased the proliferation and migration capabilities of HRMECs, but silencing PVT1 (si-PVT1) downregulated the proliferation and migration capabilities of HRMECs. The detection of luciferase reporter gene showed that lncRNA PVT1 targeted miR-128-3p, and there was a negative correlation in the serum of DR patients. In conclusion, this study confirmed that lncRNA PVT1 might regulate the process of DR by targeting miR-128-3p, and has the potential as a biomarker for the diagnosis of DR.
Collapse
Affiliation(s)
- Xuyang Wang
- Hainan Eye Hospital and Key Laboratory of Ophthalmology, Zhongshan Opthalmic Center, Sun Yat-sen University, Haikou, 570311, Hainan Province, China
| | - Wangling Chen
- Hainan Eye Hospital and Key Laboratory of Ophthalmology, Zhongshan Opthalmic Center, Sun Yat-sen University, Haikou, 570311, Hainan Province, China
| | - Wei Lao
- Hainan Eye Hospital and Key Laboratory of Ophthalmology, Zhongshan Opthalmic Center, Sun Yat-sen University, Haikou, 570311, Hainan Province, China
| | - Yunxin Chen
- Hainan Eye Hospital and Key Laboratory of Ophthalmology, Zhongshan Opthalmic Center, Sun Yat-sen University, Haikou, 570311, Hainan Province, China
| |
Collapse
|
15
|
Qin Z, Han X, Ran J, Guo S, Lv L. Exercise-Mediated Alteration of miR-192-5p Is Associated with Cognitive Improvement in Alzheimer's Disease. Neuroimmunomodulation 2022; 29:36-43. [PMID: 34256371 DOI: 10.1159/000516928] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/12/2021] [Accepted: 04/13/2021] [Indexed: 11/19/2022] Open
Abstract
INTRODUCTION Physical exercise is an important component of managing Alzheimer's disease (AD). miRNAs can be modulated by exercise intervention. OBJECTIVE The study explored the involvement and potential mechanism of miR-192-5p in the protective effect of physical exercise on AD. METHODS Ninety AD patients were enrolled, in which 45 cases accepted cycling training for continuous 3 months. The expression changes of miR-192-5p before and after exercise were analyzed by reverse transcription-quantitative PCR. 8-month-old APP/PS1 double Tg mice were used as the AD animal model. Mice in the voluntary exercise (VE) group received VE for 4 weeks. Morris water maze (MWM) test was used to evaluate the learning and memory function. Enzyme-linked immunosorbent assay was used to calculate the level of IL-1β, IL-6, and TNF-α. RESULTS AD patients showed elevated MMSE scores, decreased ADAS-cog and NPI-Q scores after 3 months of exercise. miR-192-5p was downregulated in the serum of AD patients and correlated with the levels of MMSE score, ADAS-cog, and NPI-Q score. A positive association was detected between serum miR-192-5p with TNF-α, IL-6, and IL-1β levels. MiR-192-5p is downregulated in the hippocampus tissues of mice after VE. Overexpression of miR-192-5p reversed the neuroprotective effect of exercise on AD in mice and promoted the inflammatory response of AD mice. CONCLUSION MiR-192-5p can be modulated by the exercise intervention and involved in the protective effect of exercise on AD.
Collapse
Affiliation(s)
- Zhaomei Qin
- Department of Rehabilitation Medicine, The Second Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Xingjun Han
- Department of Preventive Treatment Disease Center, The Second Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Jing Ran
- Department of Pediatrics, The Second Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Shanshan Guo
- Department of Psychosomatic Medicine, The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China
| | - Lina Lv
- Department of Neurosurgery, The Second Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, China
| |
Collapse
|
16
|
Goto R, Haruta J, Ozone S. What Role Expectations Do Primary Care Physicians in Japan Hold for Physical Therapists Regarding Primary Care? J Prim Care Community Health 2022; 13:21501319221124316. [PMID: 36345202 PMCID: PMC9647272 DOI: 10.1177/21501319221124316] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 08/13/2022] [Accepted: 08/17/2022] [Indexed: 09/08/2024] Open
Abstract
INTRODUCTION/OBJECTIVES This study aimed to clarify what primary care physicians (PCPs) in Japan understand of the role of physical therapists (PTs) through the experience of working with PTs in hospitals, and what roles PCPs expect for PTs in future primary care. METHODS Semi-structured interviews were conducted individually with 9 purposively sampled PCPs with sufficient experience of collaboration with PTs. Interview data were analyzed by theme analysis focusing on "What does the PCP understand about the role of PTs through the experience of working with PTs in hospitals?" and "What roles and purposes does the PCP wish for PTs in primary care settings?" RESULTS PCPs viewed PTs as providers of rehabilitation in the traditional medical model, and understood their role as an occupation having a mono-causal viewpoint, namely a specific and well-defined outcome for individual patients, and intervening with patients within a short clinical course with the aim of improvement or maintenance of the patient's condition. With regard to future primary care, PCPs expected that PTs would interpret various factors related to patient lives from the viewpoint of causal interactions; become important stakeholders in the community; and respond flexibly to patients and the environmental factors around them with continued support to the individual. CONCLUSIONS PCPs understood the role of PTs in hospitals as "Rehabilitation in the traditional medical model," and expected the future role of PTs in primary care as "Rehabilitation in integrated community care."
Collapse
Affiliation(s)
- Ryohei Goto
- Department of Primary Care and Medical
Education, Faculty of Medicine, University of Tsukuba, Tsukuba, Ibaraki, Japan
| | - Junji Haruta
- Medical Education Center, School of
Medicine, Keio University, Shinjuku ku, Tokyo, Japan
| | - Sachiko Ozone
- Department of Primary Care and Medical
Education, Faculty of Medicine, University of Tsukuba, Tsukuba, Ibaraki, Japan
| |
Collapse
|
17
|
|
18
|
Lakmal K, Basnayake O, Hettiarachchi D. Systematic review on the rational use of amniotic membrane allografts in diabetic foot ulcer treatment. BMC Surg 2021; 21:87. [PMID: 33588807 PMCID: PMC7885244 DOI: 10.1186/s12893-021-01084-8] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2020] [Accepted: 02/01/2021] [Indexed: 11/29/2022] Open
Abstract
Background Diabetic foot ulcer is a complication with multiple aetiological factors which has a significant impact to patients’ lives and costs to the healthcare system. The potential of human amniotic membrane to act as an allograft has been studied in relation to this condition. Aim of this study is to evaluate the current scientific evidence on its effectiveness in healing diabetic foot ulcers. Methods Pubmed, Cochrane library, and Google scholar were searched using the search terms, “Amnion” OR “Placenta” AND “Diabetic foot”. (MeSH terms) in the title or the abstract field from 1st of January 2000 to 30th March 2020. The quality of published reports was assessed using standard methods. We searched for experimental and observational studies in terms of randomized control trials, prospective cohort, retrospective cohort studies and case series. Results When searched with Mesh terms, 12 citations in PubMed, 22 citations in Cochrane library and 30 in other data bases were found. After screening the studies and their reference lists, 12 studies met the inclusion criteria and the others were excluded. There were 8 randomized control trials (RCTs), 2 prospective studies and 2 retrospective studies employing different preparation methods of the amniotic membranes. A wide variation in study end points were noted. Majority of the RCTs (n = 7) were concluded with significantly higher wound closure rate compared to the conventional treatment groups. In prospective and retrospective studies, it was shown that large chronic ulcers which were resistant to closure with standard therapy achieved wound closure with amniotic membrane allografts. A meta-analysis could not be performed due to study heterogeneity, and publication bias was not assessed due to the small number of available studies which was not sufficient for accurate comparison. Conclusion Even though, the studies had some inherent heterogeneity due to different preparation methods, different study end points and outcome measurements. According to our review the current studies using amniotic membrane allografts give reliable evidence of reduction in healing time over conventional methods.
Collapse
Affiliation(s)
- Kasun Lakmal
- Department of Anatomy, Faculty of Medicine, University of Colombo, 25, Kynsey Place 8, Colombo, Sri Lanka
| | - Oshan Basnayake
- Department of Anatomy, Faculty of Medicine, University of Colombo, 25, Kynsey Place 8, Colombo, Sri Lanka
| | - D Hettiarachchi
- Department of Anatomy, Faculty of Medicine, University of Colombo, 25, Kynsey Place 8, Colombo, Sri Lanka.
| |
Collapse
|
19
|
DiLiberto FE, Nawoczenski DA, Tome J, McKeon PO. Use of time-to-boundary to assess postural instability and predict functional mobility in people with diabetes mellitus and peripheral neuropathy. Gait Posture 2021; 83:141-146. [PMID: 33147553 DOI: 10.1016/j.gaitpost.2020.10.016] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 09/16/2020] [Accepted: 10/13/2020] [Indexed: 02/02/2023]
Abstract
BACKGROUND People with diabetes mellitus and peripheral neuropathy (DMPN) often have balance and mobility deficits. Time-to-boundary (TTB) is a parameter of postural control that combines position and velocity center of pressure data. While not previously investigated, assessment of TTB may provide new insight regarding postural control in people with DMPN. RESEARCH QUESTION Is TTB reduced and related to a measure of mobility in people with DMPN? METHODS Thirteen people with DMPN without fall history and 13 healthy matched controls participated in this case-control study. Participants stood in double-limb stance on a force plate. The anterior-posterior and medial-lateral center of pressure position and velocity relative to the boundaries of the base of support were used to calculate TTB (s). Lower values indicate less postural control. Time-to-failure during single-limb stance was a secondary measure of postural control. Time to complete the Timed Up and Go (TUG) was our measure of mobility. Longer TUG times correspond to decreased mobility, strength, and balance. Independent t-tests or Mann-Whitney U tests were conducted to assess group differences. Bivariate correlations between task outcomes were conducted. RESULTS Anterior-posterior TTB and single-limb stance times were shorter in people with DMPN (p ≤ 0.04). TUG times were longer in the DMPN group (p = 0.04). In the DMPN group, inverse relationships were observed between TTB and TUG (anterior-posterior R2 = .34; medial-lateral R2 = .49; both p = 0.01), but not between single-limb stance times and TTB or TUG. SIGNIFICANCE TTB was a sensitive measure of postural control in people with DMPN. The detected relationship between TTB and TUG newly establishes TTB as a clinically meaningful indicator of balance and function. Study findings may serve to further guide balance screening and rehabilitation efforts in people with DMPN.
Collapse
Affiliation(s)
- Frank E DiLiberto
- University of Rochester, School of Nursing, 255 Crittenden Blvd, Rochester, NY, 14642, USA.
| | - Deborah A Nawoczenski
- University of Rochester, Department of Orthopaedics, 601 Elmwood Ave, Rochester, NY, 14642, USA.
| | - Josh Tome
- Ithaca College, Movement Analysis Lab, School of Health Sciences and Human Performance, 953 Danby Road, Ithaca, NY, 14850, USA.
| | - Patrick O McKeon
- Ithaca College, Department of Exercise and Sport Sciences, School of Health Sciences and Human Performance, 953 Danby Road, Ithaca, NY, 14850, USA.
| |
Collapse
|
20
|
Wu H, Jiang M, Liu Q, Wen F, Nie Y. lncRNA uc.48+ regulates immune and inflammatory reactions mediated by the P2X 7 receptor in type 2 diabetic mice. Exp Ther Med 2020; 20:230. [PMID: 33224283 PMCID: PMC7673197 DOI: 10.3892/etm.2020.9360] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 09/18/2020] [Indexed: 12/16/2022] Open
Abstract
Diabetes and non-coding RNAs are receiving increasing attention in contemporary medical research. The present study aimed to explore the role of the long non-coding RNA uc.48+ in the pathological changes of type 2 diabetes mellitus (T2DM) by observing the effects of uc.48+ small interfering RNA (siRNA) on the abdominal cells of a mouse model of T2DM. Mice with T2DM (DM group) were established by feeding with a high-sugar and -fat diet combined with intraperitoneal injections of low-dose streptozotocin. An intraperitoneal injection of uc.48+ siRNA was administered to the diabetic mice, and the serum levels of cytokines together with other clinical parameters, namely blood pressure, heart rate, mechanical withdrawal threshold (MWT) and thermal withdrawal latency (TWL) were examined. Following the collection and identification of abdominal cells from the mice, the mRNA levels of uc.48+, mRNA and protein levels of the P2X7 receptor, and phosphorylation levels of ERK1/2 were evaluated by reverse transcription-PCR and western blotting, respectively. The MWT and TWL were significantly decreased in the DM group compared with the non-diabetic control group. However, the reductions in MWT and TWL were significantly attenuated following uc.48+ siRNA injection. The systolic and diastolic blood pressure, as well as the serum levels of tumor necrosis factor α and interleukin 1β of mice in the DM group were significantly increased compared with those in the control group, whereas these changes were significantly attenuated following the injection of uc.48+ siRNA. In addition, the expression levels of P2X7 receptor mRNA and protein, and the degree of phosphorylation of ERK1/2 in the abdominal cells were significantly increased in the DM group compared with the control group. These changes were also significantly attenuated following transfection with uc.48+ siRNA in vivo. In conclusion, these data suggest that uc.48+ may play an important role in the pathological changes of blood pressure, neurology and abdominal cell function in T2DM via interaction with the P2X7 receptor.
Collapse
Affiliation(s)
- Hong Wu
- Department of Clinical Laboratory, First Affiliated Hospital, Medical College of Nanchang University, Nanchang, Jiangxi 330006, P.R. China.,Department of Laboratory Medicine, Jiangxi Health Vocational College Nanchang, Jiangxi 330077, P.R. China
| | - Mei Jiang
- Department of Clinical Laboratory, First Affiliated Hospital, Medical College of Nanchang University, Nanchang, Jiangxi 330006, P.R. China
| | - Qiang Liu
- Institute of Blood Transfusion, Jiangxi Province Blood Center, Nanchang, Jiangxi 330077, P.R. China
| | - Fang Wen
- Department of Clinical Laboratory, First Affiliated Hospital, Medical College of Nanchang University, Nanchang, Jiangxi 330006, P.R. China
| | - Yijun Nie
- Department of Clinical Laboratory, First Affiliated Hospital, Medical College of Nanchang University, Nanchang, Jiangxi 330006, P.R. China
| |
Collapse
|
21
|
Zhang X, Zhu Y, Zhou Y, Fei B. Activation of Nrf2 Signaling by Apelin Attenuates Renal Ischemia Reperfusion Injury in Diabetic Rats. Diabetes Metab Syndr Obes 2020; 13:2169-2177. [PMID: 32606875 PMCID: PMC7320893 DOI: 10.2147/dmso.s246743] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/20/2020] [Accepted: 03/23/2020] [Indexed: 12/22/2022] Open
Abstract
OBJECTIVE Renal ischemia/reperfusion (I/R) injury is commonly seen in diabetic patients. Apelin has been demonstrated to protect against renal I/R injury, whereas detailed modulatory mechanisms by which Apelin exerts its role in renal I/R injury in diabetic patients remain unclarified. This research aimed to probe the functional molecules under the regulation of Apelin in renal I/R injury in diabetic rats. MATERIALS AND METHODS First, animal models were established for subsequent assays. Biochemical kits measured the serum levels of blood urea nitrogen (BUN) and serum creatinine (SCR), and hematoxylin and eosin (H&E) staining examined the histopathological changes of kidney tissues. Inflammatory factors containing tumor necrosis factor alpha (TNF-α), interleukin 1β (IL-1β), interleukin 6 (IL-6) and monocyte chemoattractant protein-1 (MCP-1) were tested through enzyme-linked immunosorbent assay (ELISA) and reverse transcription-quantitative polymerase chain reaction (RT-qPCR), respectively. Reactive oxygen species (ROS) levels in the serum and kidney tissues were separately assessed by specific ROS kits. Cell apoptosis was further estimated through terminal deoxynucleotidyl transferase-mediated dUTP nick end labeling (TUNEL) and Western blot analysis. Eventually, the influences of Apelin on nuclear factor erythroid 2-related factor (Nrf2) and its downstream genes were explored via Western blot analysis and immunohistochemistry (IHC). RESULTS In the present study, Apelin ameliorated the damage to renal function and histological structure, decreased levels of inflammatory factors and ROS, and hampered cell apoptosis in renal I/R injury of diabetic rats. Moreover, Apelin could elevate the levels of Nrf2 and downstream genes which were decreased under renal I/R injury. CONCLUSION These data indicated that Apelin inhibited renal I/R injury through regulating Nrf2 signaling in diabetic rats, which might shed new light on the treatment of renal I/R injury in diabetic patients.
Collapse
Affiliation(s)
- Xiaobo Zhang
- Nephrology Department, The Affiliated Huaian No. 1 People’s Hospital of Nanjing Medical University, Huaian, Jiangsu Province223300, People’s Republic of China
- Correspondence: Xiaobo Zhang The Affiliated Huaian No. 1 People’s Hospital of Nanjing Medical University, Number 1 Huanghe Xi Lu, Huaiyin District, Huaian, Jiangsu Province223300, People’s Republic of China Email
| | - Ying Zhu
- Nephrology Department, The Affiliated Huaian No. 1 People’s Hospital of Nanjing Medical University, Huaian, Jiangsu Province223300, People’s Republic of China
| | - Ying Zhou
- Nephrology Department, The Affiliated Huaian No. 1 People’s Hospital of Nanjing Medical University, Huaian, Jiangsu Province223300, People’s Republic of China
| | - Bingru Fei
- Nephrology Department, The Affiliated Huaian No. 1 People’s Hospital of Nanjing Medical University, Huaian, Jiangsu Province223300, People’s Republic of China
| |
Collapse
|