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Valentine WJ, Norrbacka K, Boye KS. Utilities for Complications Associated with Type 2 Diabetes: A Review of the Literature. Adv Ther 2024; 41:2655-2681. [PMID: 38771477 PMCID: PMC11213775 DOI: 10.1007/s12325-024-02878-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Accepted: 04/17/2024] [Indexed: 05/22/2024]
Abstract
INTRODUCTION Utility values are used in health economic modeling analyses of type 2 diabetes (T2D) to quantify the effect of acute and long-term complications on quality of life (QoL). For accurate modeling projections, it is important that the utility values used are up to date, accurate and representative of the simulated model cohort. METHODS A literature review was performed to identify utility values for health states representing acute and chronic T2D-related complications including cardiovascular complications, stroke, renal disease, ophthalmic complications, neuropathy, diabetic foot, amputation and hypoglycemia. Searches were performed using the PubMed, Embase and Cochrane Library databases and limited to articles published since 2010. Supplementary searches were performed to identify data published at congresses in 2019-2023. RESULTS A total of 54 articles were identified that reported utility values for T2D-related complications. The most frequently used elicitation method/instrument was the EQ-5D (n = 42 studies) followed by the Short Form-6 dimensions (n = 6), time tradeoff (n = 5), the Health Utilities Index Mark 2 or Mark 3 (n = 2), 15D (n = 1), visual analog scale (n = 1) and standard gamble (n = 1). Stroke and amputation were consistently associated with the largest decrements in QoL. There is a lack of published data that distinguishes between severity of several complications including renal disease, retinopathy and neuropathy. CONCLUSIONS Diabetes-related complications can have a profound impact on QoL; therefore, it is important that these are captured accurately and appropriately in health economic models. Recently published utility values for diabetes-related complications that can be used to inform health economic models are summarized here.
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Affiliation(s)
- William J Valentine
- Ossian Health Economics and Communications GmbH, Bäumleingasse 20, 4051, Basel, Switzerland.
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Byrnes J, Ward L, Jensen S, Sagoo M, Charles D, Mann R, Nghiem S, Finch J, Gavaghan B, McBride LJ, Lazzarini PA. Health-related quality of life in people with different diabetes-related foot ulcer health states: A cross-sectional study of healed, non-infected, infected, hospitalised and amputated ulcer states. Diabetes Res Clin Pract 2024; 207:111061. [PMID: 38104903 DOI: 10.1016/j.diabres.2023.111061] [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: 07/18/2023] [Revised: 11/20/2023] [Accepted: 12/15/2023] [Indexed: 12/19/2023]
Abstract
AIMS Diabetes-related foot ulcers (DFU) are a leading cause of infection, hospitalisation and amputation. However, to our knowledge no studies have compared the health-related quality of life (HRQoL) of people with DFU that were infected, hospitalised or amputated. This study aimed to investigate and compare the HRQoL of different groups of people with healed, non-infected, infected, hospitalised, or amputated DFU. METHODS This was a multi-centre cross-sectional study measuring the HRQoL of patients, attending one of 18 Diabetic Foot Services across Queensland, Australia, with one of five DFU health states: healed, non-infected, infected, hospitalised, amputated. HRQoL was measured using the EQ-5D-5L to estimate age-sex adjusted utility values. RESULTS Of 376 included patients (mean age 63 (12) years, 75% male), age-sex adjusted HRQoL utility estimates (95% CIs) were: healed DFU 0.57 (0.51-0.64), non-infected DFU 0.55 (0.49-0.62), infected DFU 0.45 (0.36-0.55), hospitalised DFU 0.53 (0.42-0.64), and amputated DFU 0.55 (0.46-0.63). CONCLUSION People in any DFU health state have considerably reduced HRQoL, with greatest reductions in those with infected DFU. These findings provide valuable HRQoL estimates and comparisons for several different important DFU health states, adding to our understanding of the impact of DFU on HRQoL and facilitating future economic evaluations.
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Affiliation(s)
- Joshua Byrnes
- Centre for Applied Health Economics, School of Medicine and Dentistry, Griffith University, Brisbane, Queensland, Australia.
| | - Lauren Ward
- Centre for Applied Health Economics, School of Medicine and Dentistry, Griffith University, Brisbane, Queensland, Australia
| | - Sarah Jensen
- Allied Health Research Collaborative, The Prince Charles Hospital, Brisbane, Queensland, Australia
| | - Manjeet Sagoo
- Diabetes Resource Centre, Gold Coast Hospital and Health Service, Gold Coast, Queensland, Australia
| | - Danielle Charles
- Cairns Diabetes Centre, Cairns and Hinterland Hospital and Health Service, and Metro North Hospital and Health Service, Queensland, Australia
| | - Rebecca Mann
- Chronic Disease Brisbane South, Community and Oral Health, Inala Community Health Centre, Metro South Health, Queensland, Australia
| | - Son Nghiem
- Centre for Applied Health Economics, School of Medicine and Dentistry, Griffith University, Brisbane, Queensland, Australia
| | - Jennifer Finch
- Office of the Chief Allied Health Officer, Clinical Excellence Queensland, Queensland Health, Brisbane, Queensland, Australia
| | - Belinda Gavaghan
- Office of the Chief Allied Health Officer, Clinical Excellence Queensland, Queensland Health, Brisbane, Queensland, Australia
| | - Liza-Jane McBride
- Office of the Chief Allied Health Officer, Clinical Excellence Queensland, Queensland Health, Brisbane, Queensland, Australia
| | - Peter A Lazzarini
- Allied Health Research Collaborative, The Prince Charles Hospital, Brisbane, Queensland, Australia; School of Public Health and Social Work, Queensland University of Technology, Brisbane, Queensland, Australia
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Agidigbi TS, Kwon HK, Knight JR, Zhao D, Lee FY, Oh I. Transcriptomic identification of genes expressed in invasive S. aureus diabetic foot ulcer infection. Front Cell Infect Microbiol 2023; 13:1198115. [PMID: 37434783 PMCID: PMC10332306 DOI: 10.3389/fcimb.2023.1198115] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/03/2023] [Accepted: 05/25/2023] [Indexed: 07/13/2023] Open
Abstract
Introduction Infection in diabetic foot ulcers (DFUs) is one of the major complications associated with patients with diabetes. Staphylococcus aureus is the most common offending pathogen in patients with infected DFU. Previous studies have suggested the application of species-specific antibodies against S. aureus for diagnosis and monitoring treatment response. Early and accurate identification of the main pathogen is critical for management of DFU infection. Understanding the host immune response against species-specific infection may facilitate diagnosis and may suggest potential intervention options to promote healing infected DFUs. We sought to investigate evolving host transcriptome associated with surgical treatment of S. aureus- infected DFU. Methods This study compared the transcriptome profile of 21 patients with S. aureus- infected DFU who underwent initial foot salvage therapy with irrigation and debridement followed by intravenous antibiotic therapy. Blood samples were collected at the recruitment (0 weeks) and 8 weeks after therapy to isolate peripheral blood mononuclear cells (PBMCs). We analyzed the PBMC expression of transcriptomes at two different time points (0 versus 8 weeks). Subjects were further divided into two groups at 8 weeks: healed (n = 17, 80.95%) versus non-healed (n = 4, 19.05%) based on the wound healing status. DESeq2 differential gene analysis was performed. Results and discussion An increased expression of IGHG1, IGHG2, IGHG3, IGLV3-21, and IGLV6-57 was noted during active infection at 0 weeks compared with that at 8 weeks. Lysine- and arginine-rich histones (HIST1H2AJ, HIST1H2AL, HIST1H2BM, HIST1H3B, and HIST1H3G) were upregulated at the initial phase of active infection at 0 weeks. CD177 and RRM2 were also upregulated at the initial phase of active infection (0 weeks) compared with that at 8 weeks of follow-up. Genes of heat shock protein members (HSPA1A, HSPE1, and HSP90B1) were high in not healed patients compared with that in healed patients 8 weeks after therapy. The outcome of our study suggests that the identification of genes evolution based on a transcriptomic profiling could be a useful tool for diagnosing infection and assessing severity and host immune response to therapies.
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Affiliation(s)
- Taiwo Samuel Agidigbi
- Department of Orthopedics and Rehabilitation, Yale School of Medicine, New Haven, CT, United States
| | - Hyuk-Kwon Kwon
- Department of Orthopedics and Rehabilitation, Yale School of Medicine, New Haven, CT, United States
- Division of Life Science, Gyeongsang National University, Jinju, Republic of Korea
| | - James R. Knight
- Yale Center for Genome Analysis, Department of Genetics, Yale School of Medicine, New Haven, CT, United States
| | - Dejian Zhao
- Yale Center for Genome Analysis, Department of Genetics, Yale School of Medicine, New Haven, CT, United States
| | - Francis Y. Lee
- Department of Orthopedics and Rehabilitation, Yale School of Medicine, New Haven, CT, United States
| | - Irvin Oh
- Department of Orthopedics and Rehabilitation, Yale School of Medicine, New Haven, CT, United States
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Alzahrani O, Fletcher JP, Hitos K. Quality of life and mental health measurements among patients with type 2 diabetes mellitus: a systematic review. Health Qual Life Outcomes 2023; 21:27. [PMID: 36949507 PMCID: PMC10031182 DOI: 10.1186/s12955-023-02111-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2022] [Accepted: 03/14/2023] [Indexed: 03/24/2023] Open
Abstract
BACKGROUND Over the past few decades the benefits of assessing Quality of Life (QoL) and mental health in patients with Type 2 Diabetes Mellitus (T2DM) have steadily increased with limited studies relating to the most useful method to assess these patients. This study aims to identify, review, summarise, and evaluate the methodological quality for the most validated commonly used health-related QoL and mental health assessment measurements in diabetic patients. METHODS All original articles published on PubMed, MedLine, OVID, The Cochrane Register, Web of Science Conference Proceedings and Scopus databases were systematically reviewed between 2011 and 2022. A search strategy was developed for each database using all possible combinations of the following keywords: "type 2 diabetes mellitus", "quality of life", mental health", and "questionnaires". Studies conducted on patients with T2DM of ≥ 18 years with or without other clinical illnesses were included. Articles designed as a literature or systematic review conducted on either children or adolescents, healthy adults and/or with a small sample size were excluded. RESULTS A total of 489 articles were identified in all of the electronic medical databases. Of these articles, 40 were shown to meet our eligibility criteria to be included in this systematic review. Approximately, 60% of these studies were cross-sectional, 22.5% were clinical trials, and 17.5% of cohort studies. The top commonly used QoL measurements are the SF-12 identified in 19 studies, the SF-36, included in 16 studies, and the EuroQoL EQ-5D, found in 8 studies. Fifteen (37.5%) studies used only one questionnaire, while the remaining reviewed (62.5%) used more than one questionnaire. Finally, the majority (90%) of studies reported using self-administered questionnaires and only 4 used interviewer mode of administration. CONCLUSION Our evidence highlights that the commonly used questionnaire to evaluate the QoL and mental health is the SF-12 followed by SF-36. Both of these questionnaires are validated, reliable and supported in different languages. Moreover, using single or combined questionnaires as well as the mode of administration depends on the clinical research question and aim of the study.
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Affiliation(s)
- Owiss Alzahrani
- Westmead Research Centre for Evaluation of Surgical Outcomes, Department of Surgery, Westmead Hospital, Sydney, Australia.
- The University of Sydney, Faculty of Medicine and Health, Westmead Clinical School, Sydney, Australia.
- Department of Community Medicine, Faculty of Medicine, King Abdulaziz University, Jeddah, Saudi Arabia.
| | - John P Fletcher
- Westmead Research Centre for Evaluation of Surgical Outcomes, Department of Surgery, Westmead Hospital, Sydney, Australia
- The University of Sydney, Faculty of Medicine and Health, Westmead Clinical School, Sydney, Australia
| | - Kerry Hitos
- Westmead Research Centre for Evaluation of Surgical Outcomes, Department of Surgery, Westmead Hospital, Sydney, Australia
- The University of Sydney, Faculty of Medicine and Health, Westmead Clinical School, Sydney, Australia
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Søndergaard SF, Vestergaard EG, Andersen AB, Kolbæk R, Dahl M, Høgh A. How patients with diabetic foot ulcers experience telemedicine solutions: A scoping review. Int Wound J 2022; 20:1796-1810. [PMID: 36453130 PMCID: PMC10088844 DOI: 10.1111/iwj.14026] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2022] [Accepted: 11/14/2022] [Indexed: 12/03/2022] Open
Abstract
Diabetic foot ulcer (DFU) is a common, complex and severe complication of diabetes that is associated with severely decreased health-related quality of life. Treatment of DFUs calls for a multi-sectoral approach, incorporating interdisciplinary care pathways. Telemedicine (TM) may be used as a communication tool between caregivers across healthcare sectors to obligate the need for close follow-up, including early intervention in preventing the recurrence of DFU. The objective of this review was to identify, examine and conceptually map the available literature on patients' experiences and views regarding the use of TM solutions among patients with DFUs. We identified the Population, Concept and Context to pinpoint the focus of this review, word the research question and title as well as facilitate the literature search strategy. The literature examined stems from 13 sources. We imposed no restrictions on the methodological approach of the included studies, neither on the format. During the review process, four main maps emerged: "A whole human not merely a hole in a human," "Less of a burden on the family, the community and the environment," "Competences and continuity of care are essential for high-quality care" and "The quality and modality of the technology." Further investigation from both the patients' and the multi-sectoral caregivers' perspective is needed, focusing on whatever modifications of the TM intervention may fit the DFU care pathway better.
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Affiliation(s)
- Susanne Friis Søndergaard
- Centre for Research in Clinical Nursing Regional Hospital Viborg Viborg Denmark
- VIA University College and Aarhus University, Health Aarhus Denmark
| | - Else Godsk Vestergaard
- Wound Nurse, Vascular Research Unit, Department of Surgery Viborg Regional Hospital Viborg Denmark
| | - Anne Bendix Andersen
- Centre for Research in Clinical Nursing Regional Hospital Viborg Viborg Denmark
- VIA University College and Aarhus University, Health Aarhus Denmark
| | | | - Marie Dahl
- Vascular Research Unit, Department of Surgery Viborg Regional Hospital Viborg Denmark
- Department of Clinical Medicine Aarhus University Aarhus Denmark
- Department of Clinical Research University of Southern Denmark and Odense University Hospital Odense Denmark
| | - Annette Høgh
- Vascular Research Unit and Wound Centre. Department of Surgery Regional Hospital Viborg, Region Central Jutland Viborg Denmark
- Institute for Clinical Medicine Aarhus University Aarhus Denmark
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Fritz BG, Kirkegaard JB, Nielsen CH, Kirketerp-Møller K, Malone M, Bjarnsholt T. Transcriptomic fingerprint of bacterial infection in lower extremity ulcers. APMIS 2022; 130:524-534. [PMID: 35567538 PMCID: PMC9545044 DOI: 10.1111/apm.13234] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2022] [Accepted: 05/11/2022] [Indexed: 12/22/2022]
Abstract
Clinicians and researchers utilize subjective, clinical classification systems to stratify lower extremity ulcer infections for treatment and research. The purpose of this study was to examine whether these clinical classifications are reflected in the ulcer's transcriptome. RNA sequencing (RNA‐seq) was performed on biopsies from clinically infected lower extremity ulcers (n = 44). Resulting sequences were aligned to the host reference genome to create a transcriptome profile. Differential gene expression analysis and gene ontology (GO) enrichment analysis were performed between ulcer severities as well as between sample groups identified by k‐means clustering. Lastly, a support vector classifier was trained to estimate clinical infection score or k‐means cluster based on a subset of genes. Clinical infection severity did not explain the major sources of variability among the samples and samples with the same clinical classification demonstrated high inter‐sample variability. High proportions of bacterial RNA were identified in some samples, which resulted in a strong effect on transcription and increased expression of genes associated with immune response and inflammation. K‐means clustering identified two clusters of samples, one of which contained all of the samples with high levels of bacterial RNA. A support vector classifier identified a fingerprint of 20 genes, including immune‐associated genes such as CXCL8, GADD45B, and HILPDA, which accurately identified samples with signs of infection via cross‐validation. This study identified a unique, host‐transcriptome signature in the presence of infecting bacteria, often incongruent with clinical infection‐severity classifications. This suggests that stratification of infection status based on a transcriptomic fingerprint may be useful as an objective classification method to classify infection severity, as well as a tool for studying host–pathogen interactions.
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Affiliation(s)
- Blaine G Fritz
- Department of Immunology and Microbiology, Faculty of Health and Medical Science, University of Copenhagen, Copenhagen, Denmark
| | | | - Claus Henrik Nielsen
- Department of Rheumatology and Spine Diseases, Institute for Inflammation Research, Rigshospitalet, Copenhagen, Denmark
| | | | - Matthew Malone
- South West Sydney Limb Preservation and Wound Research, Liverpool Hospital, Sydney, Australia.,Infectious Diseases and Microbiology, School of Medicine, Western Sydney University, Sydney, Australia
| | - Thomas Bjarnsholt
- Department of Immunology and Microbiology, Faculty of Health and Medical Science, University of Copenhagen, Copenhagen, Denmark.,Department of Clinical Microbiology, Rigshospitalet, Copenhagen, Denmark
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Sellers E. In This Issue…. Can J Diabetes 2021; 44:211. [PMID: 32241554 DOI: 10.1016/j.jcjd.2020.02.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
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Iacopi E, Pieruzzi L, Goretti C, Piaggesi A. Pilot Experience on the Use of S54P4 Bioactive Glass in the Surgical Management of Diabetic Foot Osteomyelitis. INT J LOW EXTR WOUND 2020; 21:57-64. [PMID: 32506987 DOI: 10.1177/1534734620926003] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/28/2023]
Abstract
To test safety and efficacy of bioactive glass, a novel material used to replace bone, able to completely bond itself to the host tissues on patients treated for osteomyelitis (OM) complicating a diabetic foot (DF). We evaluated a group of patients consecutively admitted in our department between September and December 2018, who underwent surgical DF procedures for OM and in whom the use of bioactive glass could limit the demolition phase of surgical procedure. Patients were treated with bioactive glass S53P4 on top of standard treatment directly in operating room. The patients were weekly controlled for 6 months or until complete healing. During follow-up, we analyzed primarily healing rate and secondarily time of healing, need for further debridement procedures, recurrences, and adverse or hypersensitivity reactions to study treatment. Ten DF patients were enrolled (male/female 6/4; mean age 56 ± 11 years; mean duration of diabetes 10.5 ± 4.7 years, mean hemoglobin A1c 7.2 ± 0.9%). Patients underwent surgical procedure during which, after an accurate debridement, bioactive glass was applied. A healing rate of 80% in a mean time of 34 ± 2 days, with only 1 patient who needed a second surgical look, was observed. Neither recurrences nor adverse events during follow-up were observed in treated patients. This pilot experience demonstrated that bioactive glass can be considered a useful tool for the surgical treatment of DF-related OM.
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Affiliation(s)
- Elisabetta Iacopi
- Diabetic Foot Section, Department of Medicine, University of Pisa, Pisa, Italy
| | - Letizia Pieruzzi
- Diabetic Foot Section, Department of Medicine, University of Pisa, Pisa, Italy
| | - Chiara Goretti
- Diabetic Foot Section, Department of Medicine, University of Pisa, Pisa, Italy
| | - Alberto Piaggesi
- Diabetic Foot Section, Department of Medicine, University of Pisa, Pisa, Italy
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