1
|
Li H, Chan L, Chan P, Wen C. An interpretable knee replacement risk assessment system for osteoarthritis patients. OSTEOARTHRITIS AND CARTILAGE OPEN 2024; 6:100440. [PMID: 38385105 PMCID: PMC10878788 DOI: 10.1016/j.ocarto.2024.100440] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Revised: 02/07/2024] [Accepted: 02/12/2024] [Indexed: 02/23/2024] Open
Abstract
Objective Knee osteoarthritis (OA) is a complex disease with heterogeneous representations. Although it is modifiable to prevention and early treatment, there still lacks a reliable and accurate prognostic tool. Hence, we aim to develop a quantitative and self-administrable knee replacement (KR) risk stratification system for knee osteoarthritis (KOA) patients with clinical features. Method A total of 14 baseline features were extracted from 9592 cases in the Osteoarthritis Initiative (OAI) cohort. A survival model was constructed using the Random Survival Forests algorithm. The prediction performance was evaluated with the concordance index (C-index) and average receiver operating characteristic curve (AUC). A three-class KR risk stratification system was built to differentiate three distinct KR-free survival groups. Thereafter, Shapley Additive Explanations (SHAP) was introduced for model explanation. Results KR incidence was accurately predicted by the model with a C-index of 0.770 (±0.0215) and an average AUC of 0.807 (±0.0181) with 14 clinical features. Three distinct survival groups were observed from the ten-point KR risk stratification system with a four-year KR rate of 0.79%, 5.78%, and 16.2% from the low, medium, and high-risk groups respectively. KR is mainly caused by pain medication use, age, surgery history, diabetes, and a high body mass index, as revealed by SHAP. Conclusion A self-administrable and interpretable KR survival model was developed, underscoring a KR risk scoring system to stratify KOA patients. It will encourage regular self-assessments within the community and facilitate personalised healthcare for both primary and secondary prevention of KOA.
Collapse
Affiliation(s)
- H.H.T. Li
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong
- Department of Prosthetics and Orthotics, Tuen Mun Hospital, Hong Kong
| | - L.C. Chan
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong
| | - P.K. Chan
- Department of Orthopaedics and Traumatology, The University of Hong Kong, Hong Kong
| | - C. Wen
- Department of Biomedical Engineering, The Hong Kong Polytechnic University, Hong Kong
- Research Institute of Smart Ageing, The Hong Kong Polytechnic University, Hong Kong
| |
Collapse
|
2
|
Nemergut M, Marques SM, Uhrik L, Vanova T, Nezvedova M, Gadara DC, Jha D, Tulis J, Novakova V, Planas-Iglesias J, Kunka A, Legrand A, Hribkova H, Pospisilova V, Sedmik J, Raska J, Prokop Z, Damborsky J, Bohaciakova D, Spacil Z, Hernychova L, Bednar D, Marek M. Domino-like effect of C112R mutation on ApoE4 aggregation and its reduction by Alzheimer's Disease drug candidate. Mol Neurodegener 2023; 18:38. [PMID: 37280636 DOI: 10.1186/s13024-023-00620-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2022] [Accepted: 04/19/2023] [Indexed: 06/08/2023] Open
Abstract
BACKGROUND Apolipoprotein E (ApoE) ε4 genotype is the most prevalent risk factor for late-onset Alzheimer's Disease (AD). Although ApoE4 differs from its non-pathological ApoE3 isoform only by the C112R mutation, the molecular mechanism of its proteinopathy is unknown. METHODS Here, we reveal the molecular mechanism of ApoE4 aggregation using a combination of experimental and computational techniques, including X-ray crystallography, site-directed mutagenesis, hydrogen-deuterium mass spectrometry (HDX-MS), static light scattering and molecular dynamics simulations. Treatment of ApoE ε3/ε3 and ε4/ε4 cerebral organoids with tramiprosate was used to compare the effect of tramiprosate on ApoE4 aggregation at the cellular level. RESULTS We found that C112R substitution in ApoE4 induces long-distance (> 15 Å) conformational changes leading to the formation of a V-shaped dimeric unit that is geometrically different and more aggregation-prone than the ApoE3 structure. AD drug candidate tramiprosate and its metabolite 3-sulfopropanoic acid induce ApoE3-like conformational behavior in ApoE4 and reduce its aggregation propensity. Analysis of ApoE ε4/ε4 cerebral organoids treated with tramiprosate revealed its effect on cholesteryl esters, the storage products of excess cholesterol. CONCLUSIONS Our results connect the ApoE4 structure with its aggregation propensity, providing a new druggable target for neurodegeneration and ageing.
Collapse
Affiliation(s)
- Michal Nemergut
- Loschmidt Laboratories, Department of Experimental Biology, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
- RECETOX, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
- International Clinical Research Center, St. Anne's University Hospital Brno, Pekarska 53, Brno, 656 91, Czech Republic
- Center for Interdisciplinary Biosciences, Technology and Innovation Park, P. J. Safarik University in Kosice, Trieda SNP 1, Kosice, 04011, Slovakia
| | - Sérgio M Marques
- Loschmidt Laboratories, Department of Experimental Biology, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
- RECETOX, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
- International Clinical Research Center, St. Anne's University Hospital Brno, Pekarska 53, Brno, 656 91, Czech Republic
| | - Lukas Uhrik
- Research Centre for Applied Molecular Oncology, Masaryk Memorial Cancer Institute, Zluty kopec 7, Brno, 656 53, Czech Republic
| | - Tereza Vanova
- International Clinical Research Center, St. Anne's University Hospital Brno, Pekarska 53, Brno, 656 91, Czech Republic
- Department of Histology and Embryology, Faculty of Medicine, Kamenice 5, Brno, 625 00, Czech Republic
| | - Marketa Nezvedova
- RECETOX, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
| | | | - Durga Jha
- RECETOX, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
| | - Jan Tulis
- Loschmidt Laboratories, Department of Experimental Biology, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
- RECETOX, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
| | - Veronika Novakova
- Loschmidt Laboratories, Department of Experimental Biology, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
- RECETOX, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
- International Clinical Research Center, St. Anne's University Hospital Brno, Pekarska 53, Brno, 656 91, Czech Republic
| | - Joan Planas-Iglesias
- Loschmidt Laboratories, Department of Experimental Biology, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
- RECETOX, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
- International Clinical Research Center, St. Anne's University Hospital Brno, Pekarska 53, Brno, 656 91, Czech Republic
| | - Antonin Kunka
- Loschmidt Laboratories, Department of Experimental Biology, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
- RECETOX, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
- International Clinical Research Center, St. Anne's University Hospital Brno, Pekarska 53, Brno, 656 91, Czech Republic
| | - Anthony Legrand
- Loschmidt Laboratories, Department of Experimental Biology, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
- RECETOX, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
- International Clinical Research Center, St. Anne's University Hospital Brno, Pekarska 53, Brno, 656 91, Czech Republic
| | - Hana Hribkova
- Department of Histology and Embryology, Faculty of Medicine, Kamenice 5, Brno, 625 00, Czech Republic
| | - Veronika Pospisilova
- International Clinical Research Center, St. Anne's University Hospital Brno, Pekarska 53, Brno, 656 91, Czech Republic
- Department of Histology and Embryology, Faculty of Medicine, Kamenice 5, Brno, 625 00, Czech Republic
| | - Jiri Sedmik
- International Clinical Research Center, St. Anne's University Hospital Brno, Pekarska 53, Brno, 656 91, Czech Republic
- Department of Histology and Embryology, Faculty of Medicine, Kamenice 5, Brno, 625 00, Czech Republic
| | - Jan Raska
- International Clinical Research Center, St. Anne's University Hospital Brno, Pekarska 53, Brno, 656 91, Czech Republic
- Department of Histology and Embryology, Faculty of Medicine, Kamenice 5, Brno, 625 00, Czech Republic
| | - Zbynek Prokop
- Loschmidt Laboratories, Department of Experimental Biology, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
- RECETOX, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
- International Clinical Research Center, St. Anne's University Hospital Brno, Pekarska 53, Brno, 656 91, Czech Republic
| | - Jiri Damborsky
- Loschmidt Laboratories, Department of Experimental Biology, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
- RECETOX, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic
- International Clinical Research Center, St. Anne's University Hospital Brno, Pekarska 53, Brno, 656 91, Czech Republic
| | - Dasa Bohaciakova
- International Clinical Research Center, St. Anne's University Hospital Brno, Pekarska 53, Brno, 656 91, Czech Republic.
- Department of Histology and Embryology, Faculty of Medicine, Kamenice 5, Brno, 625 00, Czech Republic.
| | - Zdenek Spacil
- RECETOX, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic.
| | - Lenka Hernychova
- Research Centre for Applied Molecular Oncology, Masaryk Memorial Cancer Institute, Zluty kopec 7, Brno, 656 53, Czech Republic.
| | - David Bednar
- Loschmidt Laboratories, Department of Experimental Biology, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic.
- RECETOX, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic.
- International Clinical Research Center, St. Anne's University Hospital Brno, Pekarska 53, Brno, 656 91, Czech Republic.
| | - Martin Marek
- Loschmidt Laboratories, Department of Experimental Biology, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic.
- RECETOX, Faculty of Science, Masaryk University, Kamenice 5, Brno, 625 00, Czech Republic.
- International Clinical Research Center, St. Anne's University Hospital Brno, Pekarska 53, Brno, 656 91, Czech Republic.
| |
Collapse
|
3
|
Jung H. Can Universal Cash Transfer Save Newborns' Birth Weight During the Pandemic? POPULATION RESEARCH AND POLICY REVIEW 2023; 42:4. [PMID: 36742060 PMCID: PMC9884071 DOI: 10.1007/s11113-023-09759-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Accepted: 01/06/2023] [Indexed: 01/29/2023]
Abstract
Birth weight is a key human biological characteristic as a measure of prenatal development and a variable related to later quality of life. Studies have firmly established that a stressful situation in utero adversely affects newborns' birth weight. Using birth statistics provided by Statistics Korea, this study examined how universal cash transfer during the COVID-19 crisis affected newborns' birth weight in South Korea. Given that the normal gestation period is nearly 10 months, we chose newborns without a self-selection issue by utilizing information on birthdate and total pregnancy period from the dataset, subsequently applying difference-in-differences estimation. Results showed that universal cash transfer offset newborns' weight loss amid the COVID-19 pandemic. The effects differed according to households' sociodemographic characteristics, with effects being more pronounced for girls; more pronounced for households with more than two children; more pronounced in local districts severely affected during the initial stage of the pandemic, but less significant in metropolitan regions; and more among middle-class families. This study presents evidence that governmental cash transfer during the pandemic has improved newborns' health and that continuing such a policy would positively impact future generations from a health perspective.
Collapse
Affiliation(s)
- Hoyong Jung
- Department of Economics, Kookmin University, Seoul, South Korea
| |
Collapse
|
4
|
Vandenberghe D. Simulating lifestyle and medical interventions to prevent type-2 diabetes: an economic evaluation for Belgium. THE EUROPEAN JOURNAL OF HEALTH ECONOMICS : HEPAC : HEALTH ECONOMICS IN PREVENTION AND CARE 2022; 23:237-248. [PMID: 34390431 DOI: 10.1007/s10198-021-01362-5] [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: 11/30/2020] [Accepted: 07/29/2021] [Indexed: 06/13/2023]
Abstract
By 2040, over half a billion people globally are expected to have diabetes. This disease implies a loss in life quality and comes with a significant financial impact. To avoid prevalence increases in the main category of diabetes-type-2 diabetes (T-2D)-, preventive action among high-risk groups is necessary. Lifestyle and medical interventions with metformin among prediabetic individuals show strong potential to decrease or delay T-2D. The aim of this paper is to evaluate the cost-effectiveness and budget impact of a nation-wide implementation of these interventions, between 2020 and 2040, in Belgium. This is done through a dynamic, non-homogeneous, semi-Markov model which simulates prevalence and costs of a type of prediabetes (impaired glucose tolerance or IGT) and T-2D in Belgium. High-risk individuals are first screened; individuals with IGT then enroll in a lifestyle or metformin program. Compared to no intervention, both programs are very cost effective from the perspective of the health care system and cost-saving from a broader societal perspective. Both interventions require an initial, affordable government investment and later yield government savings. The lifestyle program is a cost-effective alternative to the metformin intervention and may yield additional benefits through, for example, improvements in mental health.
Collapse
Affiliation(s)
- Désirée Vandenberghe
- Department of Economics, Faculty of Economics and Business Administration, Ghent University, Tweekerkenstraat 2, 9000, Ghent, Belgium.
| |
Collapse
|
5
|
Wang K, Cui Y, Lin P, Yao Z, Sun Y. JunD Regulates Pancreatic β-Cells Function by Altering Lipid Accumulation. Front Endocrinol (Lausanne) 2021; 12:689845. [PMID: 34335468 PMCID: PMC8322846 DOI: 10.3389/fendo.2021.689845] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/01/2021] [Accepted: 06/04/2021] [Indexed: 12/28/2022] Open
Abstract
The impairment of pancreatic β-cells function is partly caused by lipotoxicity, which aggravates the development of type 2 diabetes mellitus. Activator Protein 1 member JunD modulates apoptosis and oxidative stress. Recently, it has been found that JunD regulates lipid metabolism in hepatocytes and cardiomyocytes. Here, we studied the role of JunD in pancreatic β-cells. The lipotoxic effects of palmitic acid on INS-1 cells were measured, and JunD small-interfering RNA was used to assess the effect of JunD in regulating lipid metabolism and insulin secretion. The results showed that palmitic acid stimulation induced the overexpression of JunD, impaired glucose-stimulated insulin secretion, and increased intracellular lipid accumulation of β-cells. Moreover, the gene expression involved in lipid metabolism (Scd1, Fabp4, Fas, Cd36, Lpl, and Plin5) was upregulated, while gene expression involved in the pancreatic β-cells function (such as Pdx1, Nkx6.1, Glut2, and Irs-2) was decreased. Gene silencing of JunD reversed the lipotoxic effects induced by PA on β-cells. These results suggested that JunD regulated the function of pancreatic β-cells by altering lipid accumulation.
Collapse
Affiliation(s)
- Kexin Wang
- Department of General Surgery, Qilu Hospital of Shandong University, Jinan, China
| | - Yixin Cui
- Department of Endocrinology, Qilu Hospital of Shandong University, Shandong University, Jinan, China
- Institute of Endocrine and Metabolic Diseases of Shandong University, Jinan, China
| | - Peng Lin
- Department of Endocrinology, Qilu Hospital of Shandong University, Shandong University, Jinan, China
- Institute of Endocrine and Metabolic Diseases of Shandong University, Jinan, China
| | - Zhina Yao
- Center for Reproductive Medicine, Cheeloo College of Medicine, Shandong University, Jinan, China
- *Correspondence: Zhina Yao, ; Yu Sun,
| | - Yu Sun
- Department of Endocrinology, Qilu Hospital of Shandong University, Shandong University, Jinan, China
- Institute of Endocrine and Metabolic Diseases of Shandong University, Jinan, China
- *Correspondence: Zhina Yao, ; Yu Sun,
| |
Collapse
|
6
|
Lee YF, Sim XY, Teh YH, Ismail MN, Greimel P, Murugaiyah V, Ibrahim B, Gam LH. The effects of high-fat diet and metformin on urinary metabolites in diabetes and prediabetes rat models. Biotechnol Appl Biochem 2020; 68:1014-1026. [PMID: 32931602 DOI: 10.1002/bab.2021] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Accepted: 08/31/2020] [Indexed: 12/17/2022]
Abstract
High-fat diet (HFD) interferes with the dietary plan of patients with type 2 diabetes mellitus (T2DM). However, many diabetes patients consume food with higher fat content for a better taste bud experience. In this study, we examined the effect of HFD on rats at the early onset of diabetes and prediabetes by supplementing their feed with palm olein oil to provide a fat content representing 39% of total calorie intake. Urinary profile generated from liquid chromatography-mass spectrometry analysis was used to construct the orthogonal partial least squares discriminant analysis (OPLS-DA) score plots. The data provide insights into the physiological state of an organism. Healthy rats fed with normal chow (NC) and HFD cannot be distinguished by their urinary metabolite profiles, whereas diabetic and prediabetic rats showed a clear separation in OPLS-DA profile between the two diets, indicating a change in their physiological state. Metformin treatment altered the metabolomics profiles of diabetic rats and lowered their blood sugar levels. For prediabetic rats, metformin treatment on both NC- and HFD-fed rats not only reduced their blood sugar levels to normal but also altered the urinary metabolite profile to be more like healthy rats. The use of metformin is therefore beneficial at the prediabetes stage.
Collapse
Affiliation(s)
- Yan-Fen Lee
- USM-RIKEN International Centre of Aging Science, USM, Minden, Penang, Malaysia.,School of Pharmaceutical Sciences, Universiti Sains Malaysia, Minden, Penang, Malaysia
| | - Xuan-Yi Sim
- USM-RIKEN International Centre of Aging Science, USM, Minden, Penang, Malaysia.,School of Pharmaceutical Sciences, Universiti Sains Malaysia, Minden, Penang, Malaysia
| | - Ying-Hui Teh
- School of Pharmaceutical Sciences, Universiti Sains Malaysia, Minden, Penang, Malaysia
| | - Mohd Nazri Ismail
- Analytical Biochemistry Research Centre (ABrC), USM, Minden, Penang, Malaysia
| | - Peter Greimel
- Laboratory for Cell Function Dynamics, RIKEN Centre for Brain Sciences, Wako, Saitama, Japan
| | | | - Baharudin Ibrahim
- School of Pharmaceutical Sciences, Universiti Sains Malaysia, Minden, Penang, Malaysia
| | - Lay-Harn Gam
- USM-RIKEN International Centre of Aging Science, USM, Minden, Penang, Malaysia.,School of Pharmaceutical Sciences, Universiti Sains Malaysia, Minden, Penang, Malaysia
| |
Collapse
|
7
|
Ibrahim SA, Mohamed MZ, El-Tahawy NF, Abdelrahman AM. Antifibrotic effects of bezafibrate and pioglitazone against thioacetamide-induced liver fibrosis in albino rats. Can J Physiol Pharmacol 2020; 99:313-320. [PMID: 32721217 DOI: 10.1139/cjpp-2020-0159] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Activation of hepatic stellate cells is a central event in hepatic fibrogenesis that offers multiple potential sites for therapeutic interventions. Peroxisome proliferator-activated receptors are implicated in liver fibrosis. We aimed to evaluate the effect of bezafibrate and pioglitazone on a thioacetamide (TAA) rat model of liver fibrosis and to clarify the possible underlying mechanisms. Rats received intraperitoneal injections of TAA for 6 weeks. Daily oral treatments with bezafibrate or pioglitazone were started with the first day of TAA intoxication. Serum liver function tests, hepatic malondialdehyde (MDA), total nitrite and nitrate (NOx), superoxide dismutase, and hepatic histopathology were assessed to evaluate hepatic damage. Alpha smooth muscle actin (α-SMA) and tissue inhibitor metalloproteinase-1 (TIMP-1) and caspase-3 were also assessed. The TAA group experienced significant deterioration of liver functions, increased oxidative stress, and increased liver tissue NOx. Administration of bezafibrate or pioglitazone resulted in significant improvement of all liver functions and reduced oxidative stress in hepatic tissues. Only administration of bezafibrate significantly reduced NOx levels. Liver tissues from the TAA-treated group showed disrupted normal architecture. Administration of bezafibrate or pioglitazone attenuated this picture. Stronger α-SMA expression was detected in the TAA group. Treatment with bezafibrate or pioglitazone decreased the α-SMA expression.
Collapse
Affiliation(s)
- Salwa A Ibrahim
- Department of Pharmacology, Minia University Faculty of Medicine, Minia, Egypt
| | - Mervat Z Mohamed
- Department of Pharmacology, Minia University Faculty of Medicine, Minia, Egypt
| | - Nashwa F El-Tahawy
- Department of Histology & Cell Biology, Minia University Faculty of Medicine, Minia, Egypt
| | - Aly M Abdelrahman
- Department of Pharmacology, Minia University Faculty of Medicine, Minia, Egypt
| |
Collapse
|
8
|
Biondo LA, Teixeira AAS, de O. S. Ferreira KC, Neto JCR. Pharmacological Strategies for Insulin Sensitivity in Obesity and Cancer: Thiazolidinediones and Metformin. Curr Pharm Des 2020; 26:932-945. [DOI: 10.2174/1381612826666200122124116] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2019] [Accepted: 12/21/2019] [Indexed: 12/19/2022]
Abstract
Background:
Chronic diseases, such as obesity and cancer, have high prevalence rates. Both diseases
have hyperinsulinemia, hyperglycemia, high levels of IGF-1 and inflammatory cytokines in common. Therefore,
these can be considered triggers for cancer development and growth. In addition, low-grade inflammation that
modulates the activation of immune cells, cellular metabolism, and production of cytokines and chemokines are
common in obesity, cancer, and insulin resistance. Pharmacological strategies are necessary when a change in
lifestyle does not improve glycemic homeostasis. In this regard, thiazolidinediones (TZD) possess multiple molecular
targets and regulate PPARγ in obesity and cancer related to insulin resistance, while metformin acts
through the AMPK pathway.
Objective:
The aim of this study was to review TZD and metformin as pharmacological treatments for insulin
resistance associated with obesity and cancer.
Conclusions:
Thiazolidinediones restored adiponectin secretion and leptin sensitivity, reduced lipid droplets in
hepatocytes and orexigen peptides in the hypothalamus. In cancer cells, TZD reduced proliferation, production of
reactive oxygen species, and inflammation by acting through the mTOR and NFκB pathways. Metformin has
similar effects, though these are AMPK-dependent. In addition, both drugs can be efficient against certain side
effects caused by chemotherapy.
Collapse
Affiliation(s)
- Luana A. Biondo
- Immunometabolism Research Group, Department of Cell Biology and Development, Institute of Biomedical Sciences, University of Sao Paulo, Sao Paulo, Brazil
| | - Alexandre A. S. Teixeira
- Immunometabolism Research Group, Department of Cell Biology and Development, Institute of Biomedical Sciences, University of Sao Paulo, Sao Paulo, Brazil
| | - Karen C. de O. S. Ferreira
- Immunometabolism Research Group, Department of Cell Biology and Development, Institute of Biomedical Sciences, University of Sao Paulo, Sao Paulo, Brazil
| | - Jose C. R. Neto
- Immunometabolism Research Group, Department of Cell Biology and Development, Institute of Biomedical Sciences, University of Sao Paulo, Sao Paulo, Brazil
| |
Collapse
|
9
|
El-Far YM, Zakaria MM, Gabr MM, El Gayar AM, Eissa LA, El-Sherbiny IM. Nanoformulated natural therapeutics for management of streptozotocin-induced diabetes: potential use of curcumin nanoformulation. Nanomedicine (Lond) 2017. [DOI: 10.2217/nnm-2017-0106] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
Aim: The goal of this study was to improve curcumin (CUR) aqueous solubility and bioavailability via nanoformulation, and then study its activity and mechanism of action as an antidiabetic agent. Methods: CUR-loaded pluronic nanomicelles (CURnp) were prepared and characterized. Biochemical assessments were performed as well as histological, confocal and RTPCR studies on pancreatic target tissues. Results: CURnp with a diameter of 333 ± 6 nm and ζ potential of -26.1 mv were obtained. Antidiabetic action of CURnp was attributed to significant upregulation of Pdx-1 and NKx6.1 gene expression and achievement of optimum redox balance, which led to alleviation of streptozotocin-induced β-cell damage via a significant upregulation in insulin gene expression proved by RTPCR studies and by the presence of 40% insulin positive cells through confocal microscope studies on pancreatic tissue.
Collapse
Affiliation(s)
- Yousra M El-Far
- Department of Biochemistry, Faculty of Pharmacy, Mansoura University, 35516, Egypt
| | | | | | - Amal M El Gayar
- Department of Biochemistry, Faculty of Pharmacy, Mansoura University, 35516, Egypt
| | - Laila A Eissa
- Department of Biochemistry, Faculty of Pharmacy, Mansoura University, 35516, Egypt
| | - Ibrahim M El-Sherbiny
- Center for Materials Science, University of Science & Technology, Zewail City of Science & Technology, 6th October City, 12588 Giza, Egypt
| |
Collapse
|
10
|
Mapping painDETECT, a neuropathic pain screening tool, to the EuroQol (EQ-5D-3L). Qual Life Res 2016; 26:467-477. [PMID: 27485915 DOI: 10.1007/s11136-016-1379-2] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/26/2016] [Indexed: 12/11/2022]
Abstract
PURPOSE To map relationships between painDETECT, a neuropathic pain (NeP) screening tool, and EQ-5D-3L health status in a real-world setting. METHODS Patients with physician-confirmed NeP and painDETECT score classifications of nociceptive (n = 79), transitional (n = 141), and NeP (n = 386) completed the EuroQol (EQ-5D-3L), which evaluates Mobility, Self-Care, Usual Activities, Pain/Discomfort, and Anxiety/Depression with three ordinal response levels ("no problem," "some problems," or "extreme problems/unable to do"), and has a health status thermometer (0 = worst health, 100 = perfect health). Multiple linear and logistic regressions were performed (adjusted for age, gender, race, ethnicity, time since NeP diagnosis, number of comorbidities, NeP conditions). RESULTS Unadjusted mean (±SD) EQ-5D-3L thermometer scores showed poorer health status across painDETECT classifications from nociceptive (67.3 ± 22.1) to transitional (62.3 ± 20.9) to NeP (53.7 ± 21.8), as did utility scores, 0.695 ± 0.206, 0.615 ± 0.216, and 0.506 ± 0.216. In general, the highest odds of health problems were observed for NeP and the lowest for nociceptive, e.g., the NeP group was 6.2 (95 % confidence interval 3.4-11.4) times as likely to have a more severe problem of Usual Activities compared with the nociceptive group. Relative to nociceptive and transitional, NeP had lower adjusted mean thermometer scores, by 12.1 (P < 0.0001) and 7.8 (P = 0.0004) points, respectively, and lower mean utility scores by 0.157 (P < 0.0001) and 0.092 points (P < 0.0001). CONCLUSIONS This study, the first to map relationships between painDETECT and the EQ-5D-3L in a real-world setting, indicates that the patient burden with respect to pain classification can be characterized and quantified by decrements in health status overall and in specific domains. These data support the psychometric soundness of painDETECT, enhancing its use in pain management.
Collapse
|
11
|
Ghanei Gheshlagh R, Sayehmiri K, Ebadi A, Dalvandi A, Dalvand S, Nourozi Tabrizi K. Resilience of Patients With Chronic Physical Diseases: A Systematic Review and Meta-Analysis. IRANIAN RED CRESCENT MEDICAL JOURNAL 2016; 18:e38562. [PMID: 27703800 PMCID: PMC5027800 DOI: 10.5812/ircmj.38562] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/17/2016] [Revised: 05/24/2016] [Accepted: 06/20/2016] [Indexed: 11/16/2022]
Abstract
Context Resilience can be seen as an adaption to stress, such as that caused by health problems or disease, that attenuates the negative effects of stress. The present research performed a systematic review and meta-analysis to study resilience scores among adults diagnosed with chronic physical diseases. Evidence Acquisition Electronic databases, including Persian language (scientific information database [SID], IranMedex, Magiran, IranDoc, and Medlib) and English language (Google Scholar, Science Direct, PubMed, Pre-Quest, and Scopus), were searched. Fifteen articles were found using the keywords disease or chronic disease, resilience or resiliency, and illness, either alone or in combination, both in Persian and English languages. Data analysis was carried out through meta-analysis (random-effects model), and heterogeneity was investigated by subgroup and meta-regression analyses. The data were analyzed in STAT software (12.0). Results The mean resilience score of the chronic disease patients (n = 3369) was 74.6 (95% CI: 51.8 - 97.4). In terms of diseases, the mean resilience score of cancer patients was 79.6 (95% CI: 48.3 - 111.1), whereas it was 79.6 for cardiovascular disease patients (95% CI: 45.8 - 113.3) and 64.6 for patients with other diseases (95% CI: 6.6 - 122.7). There was no relationship between the resilience of chronic disease patients and the year of the study (P = 0.711) and the sample size in the studies (P = 0.351). Conclusions The mean resilience score of the patients was less than that of healthy individuals. As resilience can be acquired at any stage of life, irrespective of age and disease status, there is a need for training to improve resilience among patients through educational programs.
Collapse
Affiliation(s)
- Reza Ghanei Gheshlagh
- PhD Candidate in Nursing Education, Department of Nursing, University of Social Welfare and Rehabilitation Sciences, Tehran, IR Iran
| | - Kourosh Sayehmiri
- Associate Professor, Department of Biostatistics, Prevention of Psychosocial Injuries Research Center, Ilam University of Medical Sciences, Ilam, IR Iran
| | - Abbas Ebadi
- Associate Professor, Behavioral Sciences Research Center, Nursing Faculty, Baqiyatallah University of Medical Sciences, Tehran, IR Iran
| | - Asghar Dalvandi
- Associate Professor, Department of Nursing, University of Social Welfare and Rehabilitation Sciences (USWR), Tehran, IR Iran
| | - Sahar Dalvand
- MSc in Biostatics, Social Determinants of Health Research Center, Kurdistan University of Medical Sciences, Sanandaj, IR Iran
| | - Kian Nourozi Tabrizi
- Associate Professor, Department of Nursing, University of Social Welfare and Rehabilitation Sciences (USWR), Tehran, IR Iran
- Corresponding Author: Kian Nourozi Tabrizi, Assistant Professor, Department of Nursing, University of Social Welfare and Rehabilitation Sciences (USWR), Tehran, IR Iran. Tel: +98-9122073826, Fax: +98-2122180036, E-mail:
| |
Collapse
|
12
|
Current Advances in the Biochemical and Physiological Aspects of the Treatment of Type 2 Diabetes Mellitus with Thiazolidinediones. PPAR Res 2016; 2016:7614270. [PMID: 27313601 PMCID: PMC4893583 DOI: 10.1155/2016/7614270] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2016] [Accepted: 04/24/2016] [Indexed: 12/19/2022] Open
Abstract
The present review summarizes the current advances in the biochemical and physiological aspects in the treatment of type 2 diabetes mellitus (DM2) with thiazolidinediones (TZDs). DM2 is a metabolic disorder characterized by hyperglycemia, triggering the abnormal activation of physiological pathways such as glucose autooxidation, polyol's pathway, formation of advance glycation end (AGE) products, and glycolysis, leading to the overproduction of reactive oxygen species (ROS) and proinflammatory cytokines, which are responsible for the micro- and macrovascular complications of the disease. The treatment of DM2 has been directed toward the reduction of hyperglycemia using different drugs such as insulin sensitizers, as the case of TZDs, which are able to lower blood glucose levels and circulating triglycerides by binding to the nuclear peroxisome proliferator-activated receptor gamma (PPARγ) as full agonists. When TZDs interact with PPARγ, the receptor regulates the transcription of different genes involved in glucose homeostasis, insulin resistance, and adipogenesis. However, TZDs exhibit some adverse effects such as fluid retention, weight gain, hepatotoxicity, plasma-volume expansion, hemodilution, edema, bone fractures, and congestive heart failure, which limits their use in DM2 patients.
Collapse
|
13
|
Ramot Y, Mastrofrancesco A, Camera E, Desreumaux P, Paus R, Picardo M. The role of PPARγ-mediated signalling in skin biology and pathology: new targets and opportunities for clinical dermatology. Exp Dermatol 2016; 24:245-51. [PMID: 25644500 DOI: 10.1111/exd.12647] [Citation(s) in RCA: 66] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/21/2015] [Indexed: 12/19/2022]
Abstract
Peroxisome proliferator-activated receptors (PPARs) are ligand-activated transcription factors that modulate the expression of multiple different genes involved in the regulation of lipid, glucose and amino acid metabolism. PPARs and cognate ligands also regulate important cellular functions, including cell proliferation and differentiation, as well as inflammatory responses. This includes a role in mediating skin and pilosebaceous unit homoeostasis: PPARs appear to be essential for maintaining skin barrier permeability, inhibit keratinocyte cell growth, promote keratinocyte terminal differentiation and regulate skin inflammation. They also may have protective effects on human hair follicle (HFs) epithelial stem cells, while defects in PPARγ-mediated signalling may promote the death of these stem cells and thus facilitate the development of cicatricial alopecia (lichen planopilaris). Overall, however, selected PPARγ modulators appear to act as hair growth inhibitors that reduce the proliferation and promote apoptosis of hair matrix keratinocytes. The fact that commonly prescribed PPARγ-modulatory drugs of the thiazolidine-2,4-dione class can exhibit a battery of adverse cutaneous effects underscores the importance of distinguishing beneficial from clinically undesired cutaneous activities of PPARγ ligands and to better understand on the molecular level how PPARγ-regulated cutaneous lipid metabolism and PPARγ-mediated signalling impact on human skin physiology and pathology. Surely, the therapeutic potential that endogenous and exogenous PPARγ modulators may possess in selected skin diseases, ranging from chronic inflammatory hyperproliferative dermatoses like psoriasis and atopic dermatitis, via scarring alopecia and acne can only be harnessed if the complexities of PPARγ signalling in human skin and its appendages are systematically dissected.
Collapse
Affiliation(s)
- Yuval Ramot
- Department of Dermatology, Hadassah - Hebrew University Medical Center, Jerusalem, Israel
| | | | | | | | | | | |
Collapse
|
14
|
Martz E, Livneh H. Psychosocial Adaptation to Disability Within the Context of Positive Psychology: Findings from the Literature. JOURNAL OF OCCUPATIONAL REHABILITATION 2016; 26:4-12. [PMID: 26283187 DOI: 10.1007/s10926-015-9598-x] [Citation(s) in RCA: 33] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/24/2023]
Abstract
PURPOSE This purpose of this article is to review of the trends of research that examined positive psychology constructs in the context of adapting to chronic illness and disability (CID). This article examines the empirical findings on the relationships between six selected positive psychology-associated constructs (optimism, hope, resilience, benefit-finding, meaning-making, and post-traumatic growth) and adaptation to disability. METHODS Six positive psychology constructs were selected to represent the trends found in recent literature published on CID. The process of choosing these six variables included reviewing chapters on positive psychology and CID, reviewing the top rehabilitation journals that typically publish articles on psychosocial adaptation to CID, using search engines to find relevant journal articles published since the year 2000, and selecting the most important constructs based on the authors’ professional judgment. CONCLUSION The available evidence supports the unique benefits of these six positive psychology constructs in predicting successful adaptation to a range of disabling conditions. Based on the available findings, the authors offer four suggestions for occupational rehabilitation researchers.
Collapse
Affiliation(s)
- Erin Martz
- Rehability and Veterans Affairs Portland Health Care System, Portland, OR, USA.
| | | |
Collapse
|
15
|
Hogh KLN, Craig MN, Uy CE, Nygren H, Asadi A, Speck M, Fraser JD, Rudecki AP, Baker RK, Orešič M, Gray SL. Overexpression of PPARγ specifically in pancreatic β-cells exacerbates obesity-induced glucose intolerance, reduces β-cell mass, and alters islet lipid metabolism in male mice. Endocrinology 2014; 155:3843-52. [PMID: 25051434 DOI: 10.1210/en.2014-1076] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The contribution of peroxisomal proliferator-activated receptor (PPAR)-γ agonism in pancreatic β-cells to the antidiabetic actions of thiazolidinediones has not been clearly elucidated. Genetic models of pancreatic β-cell PPARγ ablation have revealed a potential role for PPARγ in β-cell expansion in obesity but a limited role in normal β-cell physiology. Here we overexpressed PPARγ1 or PPARγ2 specifically in pancreatic β-cells of mice subjected to high-fat feeding using an associated adenovirus (β-PPARγ1-HFD and β-PPARγ2-HFD mice). We show β-cell-specific PPARγ1 or PPARγ2 overexpression in diet-induced obese mice exacerbated obesity-induced glucose intolerance with decreased β-cell mass, increased islet cell apoptosis, and decreased plasma insulin compared with obese control mice (β-eGFP-HFD mice). Analysis of islet lipid composition in β-PPARγ2-HFD mice revealed no significant changes in islet triglyceride content and an increase in only one of eight ceramide species measured. Interestingly β-PPARγ2-HFD islets had significantly lower levels of lysophosphatidylcholines, lipid species shown to enhance insulin secretion in β-cells. Gene expression profiling revealed increased expression of uncoupling protein 2 and genes involved in fatty acid transport and β-oxidation. In summary, transgenic overexpression of PPARγ in β-cells in diet-induced obesity negatively impacts whole-animal carbohydrate metabolism associated with altered islet lipid content, increased expression of β-oxidative genes, and reduced β-cell mass.
Collapse
Affiliation(s)
- K-Lynn N Hogh
- Northern Medical Program (K.N.H., M.N.C., C.E.U., J.D.F., A.P.R., S.L.G.), University of Northern British Columbia, Prince George, British Columbia, Canada V2N 4Z9; Department of Cellular and Physiological Sciences and Faculty of Medicine (A.A., R.K.B.), University of British Columbia, Vancouver, British Columbia, Canada V5Z 4H4; VTT Technical Research Centre of Finland (H.N., M.O.), Espoo FI-02044, Finland; Steno Diabetes Center A/S (H.N., M.O.), Gentofte, Denmark; and Child and Family Research Institute (M.S.), Vancouver, British Columbia, Canada V6T 1Z1
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|