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Tao H, Zhang H, Kang X, Wang Y, Ma Y, Pei J, Han L. Pressure Injuries and the Waterlow Subscales in the Intensive Care Unit: A Multicentre Study. J Clin Nurs 2024; 33:4809-4818. [PMID: 39520056 DOI: 10.1111/jocn.17526] [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: 05/10/2024] [Revised: 10/09/2024] [Accepted: 10/15/2024] [Indexed: 11/16/2024]
Abstract
BACKGROUND Pressure injuries (PIs) impose a significant burden on patients in the intensive care unit (ICU) and the healthcare system. Assessing the risk of developing PIs is crucial for prevention. However, it is unclear whether all subscales of the Waterlow scale can be used to assess PIs risk in ICU. OBJECTIVES To assess whether all subscales of the Waterlow scale can predict PIs risk in ICU. DESIGN Multicentre prospective study. METHODS A total of 18,503 patients from ICUs in 40 tertiary-level hospitals in Gansu province of China were enrolled from April 2021 to August 2023. The incidence and characteristics of PIs were recorded. Univariate Cox regression analyses were performed for each subscale as a predictor of PIs development, followed by multivariate Cox regression with covariates for each subscale separately. RESULTS Out of 17,720 patients included, the incidence of PIs was 1.1%. Multivariate analysis revealed skin type (HR: 1.468, 95% CI: 1.229, 1.758), sex (HR: 0.655, 95% CI: 0.472, 0.908), advanced age (HR: 1.263, 95% CI: 1.106, 1.442), continence (HR: 1.245, 95% CI: 1.052, 1.473), tissue malnutrition (HR: 1.070, 95% CI: 1.007, 1.136) and neurological deficit (HR: 1.153, 95% CI: 1.062, 1.251) were independently predictive of PIs development for all participants. Skin type (HR: 2.326, 95% CI: 1.153, 3.010) (HR: 2.217, 95% CI: 1.804, 2.573) independently predicted PIs occurrence for high-risk and very high-risk group, respectively, while sex (HR: 0.634, 95% CI: 0.431, 0.931) and age (HR: 1.269, 95% CI: 1.083, 1.487) predicted PIs development for very high-risk group. CONCLUSIONS This study found that not all subscales of the Waterlow scale are associated with the PIs development in patients in ICU, highlighting the importance of the skin type subscale in predicting PI risk across all patient groups. IMPLICATIONS FOR CLINICAL PRACTICE Nurses need to focus on patient's skin and related (moisture, pain and pressure) conditions and take measures to promote skin health and avoid the occurrence of PI. PATIENT OR PUBLIC CONTRIBUTION None.
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Affiliation(s)
- Hongxia Tao
- The First School of Clinical Medicine, Lanzhou University, Lanzhou, China
| | - Hongyan Zhang
- Department of Nursing, Gansu Provincial Hospital, Lanzhou, China
| | - Xinmian Kang
- Evidence-Based Nursing, School of Nursing, Lanzhou University, Lanzhou, China
| | - Yahan Wang
- Evidence-Based Nursing, School of Nursing, Lanzhou University, Lanzhou, China
| | - Yuxia Ma
- Evidence-Based Nursing, School of Nursing, Lanzhou University, Lanzhou, China
| | - Juhong Pei
- The First School of Clinical Medicine, Lanzhou University, Lanzhou, China
| | - Lin Han
- The First School of Clinical Medicine, Lanzhou University, Lanzhou, China
- Department of Nursing, Gansu Provincial Hospital, Lanzhou, China
- Evidence-Based Nursing, School of Nursing, Lanzhou University, Lanzhou, China
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Vos-Draper TL, Morrow MMB, Ferguson JE, Mathiowetz VG. Effects of Real-Time Pressure Map Feedback on Confidence in Pressure Management in Wheelchair Users With Spinal Cord Injury: Pilot Intervention Study. JMIR Rehabil Assist Technol 2023; 10:e49813. [PMID: 37824188 PMCID: PMC10603555 DOI: 10.2196/49813] [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: 06/09/2023] [Revised: 08/31/2023] [Accepted: 09/08/2023] [Indexed: 10/13/2023] Open
Abstract
BACKGROUND Wheelchair users with a spinal cord injury (SCI) are at a high risk for developing pressure injuries (PIs). Performing weight shifts is a primary method of pressure management for PI prevention; however, individuals with SCI may lack confidence in their abilities to perform adequate pressure relief due to their lack of sensation. Real-time seat interface pressure mapping feedback may provide partial substitution for sensory feedback such that an individual's confidence is improved. OBJECTIVE We aim to examine how confidence for pressure management by wheelchair users with SCI was impacted by providing access to real-time, on-demand seat interface pressure mapping feedback. METHODS Adults with SCI (N=23) completed self-efficacy questions addressing confidence around 4 factors related to performing weight shifts in this longitudinal, repeated-measures study. We evaluated the impact of providing standard PI prevention education and access to live pressure map feedback on confidence levels for performing weight shifts. RESULTS Access to live pressure map feedback while learning how to perform weight shifts resulted in significantly higher confidence about moving far enough to relieve pressure at high-risk areas. Confidence for adhering to the recommended weight shift frequency and duration was not significantly impacted by in-clinic education or use of pressure map feedback. Confidence that performing weight shifts reduces PI risk increased most following education, with slight additional increase when pressure map feedback was added. CONCLUSIONS Access to live pressure mapping feedback improves confidence about performing weight shifts that relieve pressure when provided in the clinical setting and demonstrates potential for the same in the home. This preliminary exploration of a smartphone-based pressure mapping intervention highlights the value of access to continuous pressure mapping feedback to improve awareness and confidence for managing pressure. TRIAL REGISTRATION ClinicalTrials.gov NCT03987243; https://clinicaltrials.gov/study/NCT03987243.
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Affiliation(s)
- Tamara L Vos-Draper
- Center for Allied Health Professions, Program in Occupational Therapy, University of Minnesota, Minneapolis, MN, United States
- Division of Rehabilitation Science, Department of Rehabilitation Medicine, University of Minnesota, Minneapolis, MN, United States
| | - Melissa M B Morrow
- School of Health Professions, Center for Health Promotion, Performance, and Rehabilitation Research, University of Texas Medical Branch, Galveston, TX, United States
| | - John E Ferguson
- Division of Rehabilitation Science, Department of Rehabilitation Medicine, University of Minnesota, Minneapolis, MN, United States
- Division of Physical Medicine & Rehabilitation, Department of Rehabilitation Medicine, University of Minnesota, Minneapolis, MN, United States
- Minneapolis Veterans Affairs Health Care System, Minneapolis, MN, United States
| | - Virgil G Mathiowetz
- Center for Allied Health Professions, Program in Occupational Therapy, University of Minnesota, Minneapolis, MN, United States
- Division of Rehabilitation Science, Department of Rehabilitation Medicine, University of Minnesota, Minneapolis, MN, United States
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Graves LY, Schwartz KR, Shiff J, Chan ER, Galea M, Henzel MK, Olney C, Bogie KM. Genomic Biomarkers Can Provide a Deeper Understanding of Recurrent Pressure Injuries. Adv Skin Wound Care 2023; 36:534-539. [PMID: 37729163 PMCID: PMC10545060 DOI: 10.1097/asw.0000000000000041] [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: 05/08/2023] [Accepted: 07/12/2023] [Indexed: 09/22/2023]
Abstract
OBJECTIVE To identify genetic biomarkers predisposing individuals with spinal cord injury (SCI) to recurrent pressure injuries (PIs). METHODS Repeated measures of the transcriptome profile of veterans with SCI at three Veterans Spinal Cord Injuries and Disorders Centers. Exclusion criteria included having significant active systemic disease at time of enrollment. Researchers obtained comprehensive profiles of clinical and health factors and demographic information relevant to PI history at enrollment and at each follow-up visit by reviewing patients' medical charts. Whole blood samples were collected at 6- to 12-month intervals for 2 to 4 years. In addition to DNA profiling with whole genome sequencing of the patients, RNA sequencing was performed to assess pathways associated with PI risk. RESULTS Whole genome sequencing analysis identified 260 genes that showed increased prevalence of single-nucleotide variations in exonic regions with high (>20) combined annotation-dependent depletion scores between persons with high versus low intramuscular adipose tissue levels when cross-referenced with persons who had recurrent PIs. Gene set enrichment analysis using Hallmark and KEGG (Kyoto Encyclopedia of Genes and Genomes) gene sets of these candidate genes revealed enrichment in genes encoding proteins involved in fatty acid metabolism (P < .01). Further, RNA sequencing revealed upregulated activity in biological senescence pathways and downregulated activity in antimicrobial protection pathways. CONCLUSIONS Genomic biomarkers may complement electronic health records to support management of complex interactive health issues such as risk of recurrent PIs in people with SCI. These findings may also be leveraged for homogeneous phenotypic grouping of higher-risk individuals.
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Affiliation(s)
- Letitia Y Graves
- Letitia Y. Graves, PhD, RN, is Assistant Professor, School of Nursing, University of Texas Medical Branch, Galveston, Texas, and Research Health Scientist, Louis Stokes Cleveland Veterans Affairs Medical Center. Katelyn R. Schwartz, MPH, BSN, RN, is Research Nurse, Cleveland VA Medical Center, Cleveland, Ohio. Josie Shiff, MS, is Research Assistant, Cleveland VA Medical Research & Education Foundation. Ernest R. Chan, PhD, is Research Scientist, Case Western Reserve University, Cleveland. Marinella Galea, MD, is Chief, Spinal Cord Injuries and Disorders, James J. Peters VAMC, Bronx, New York, and Associate Professor, Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York. Mary K. Henzel, MD, PhD, is Assistant Chief, Spinal Cord Injuries and Disorders, and Spinal Cord Injury Physiatrist, Louis Stokes Cleveland VA Medical Center. Christine Olney, PhD, RN, is Nurse Scientist, Minneapolis VA Health Care System, Minneapolis, Minnesota. Kath M. Bogie, DPhil, FAIMBE, is Research Career Scientist, Louis Stokes Cleveland Veterans Affairs Medical Center, and Professor, Department of Orthopedics, Case Western Reserve University
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Fryer S, Caggiari S, Major D, Bader DL, Worsley PR. Continuous pressure monitoring of inpatient spinal cord injured patients: implications for pressure ulcer development. Spinal Cord 2023; 61:111-118. [PMID: 35978113 PMCID: PMC9970870 DOI: 10.1038/s41393-022-00841-7] [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: 07/28/2021] [Revised: 07/23/2022] [Accepted: 07/26/2022] [Indexed: 11/09/2022]
Abstract
STUDY DESIGN Cohort observational study. OBJECTIVES To examine the movement profiles of individuals with spinal cord injury (SCI) during their inpatient rehabilitative phase using continuous pressure monitoring (CPM), evaluating the trends in those with skin damage. SETTING SCI specialist rehabilitation centre in the United Kingdom. METHODS Individuals with SCI (n = 12) were assessed using CPM in the bed and chair over a 24-72 h. Pressure data was used as a surrogate for movement using both nursing interpretation and an intelligent algorithm. Clinical features were obtained including participants age, injury level, ASIA score, co-morbidities and prescribed support surfaces. Trends between movement profiles (frequency and intervals), SCI demographics and observed skin damage were assessed using cross-tabulation and histograms. RESULTS The data revealed significant correlations (p < 0.05) between the nursing observation and algorithm for predicting movement, although the algorithm was more sensitive. Individuals with high level injuries (C1-T6) were observed to have a lower frequency of movement and larger intervals between movements when compared to low level injuries (T7-L5) during both lying and sitting periods. The individuals observed to have skin damage were predominantly those who had both a low frequency of movement and extended gaps between movements. CONCLUSIONS Movements for pressure relief in both the bed and chair environments were dependent on the level of injury in individuals with SCI during their inpatient rehabilitation. Distinct movement patterns corresponded with those who acquired skin damage, revealing the potential clinical applications for technologies to monitor PU risk and inform personalised care.
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Affiliation(s)
- Sarah Fryer
- Clinical Academic Facility, School of Health Sciences, University of Southampton, Southampton, UK.,Salisbury NHS Foundation Trust, Salisbury District Hospital, Salisbury, Wiltshire, UK
| | - Silvia Caggiari
- Clinical Academic Facility, School of Health Sciences, University of Southampton, Southampton, UK
| | - Denise Major
- Salisbury NHS Foundation Trust, Salisbury District Hospital, Salisbury, Wiltshire, UK
| | - Dan L Bader
- Clinical Academic Facility, School of Health Sciences, University of Southampton, Southampton, UK
| | - Peter R Worsley
- Clinical Academic Facility, School of Health Sciences, University of Southampton, Southampton, UK.
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Sasson DC, Duan K, Patel SM, Junn A, Hsia HC. The Impact of Social Determinants of Health on Pressure Injury Progression: A Retrospective Chart and Scoping Review. Adv Skin Wound Care 2023; 36:106-111. [PMID: 36662044 DOI: 10.1097/01.asw.0000904464.87749.c5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
OBJECTIVE To understand the effects of nutrition security and social determinants of health (SDOHs) on pressure injury (PI) progression through a scoping review and retrospective review of patients reporting to New England's largest healthcare system. METHODS Authors performed a scoping review for full-text, original articles reporting outcomes data specific to PIs in patients with socially informed nutrition insecurity. Investigators also performed a retrospective review of all patients from 2012 to 2021 to search for patients with PI documentation and International Classification of Diseases, Tenth Revision Z codes related to the SDOHs. RESULTS A full-text review of 2,323 articles from 1965 to 2020 failed to locate any eligible studies. Investigators identified 1,044 patients who met the inclusion criteria; 50.7% were men, 74.3% were White, and 13.3% had evidence of detrimental SDOHs. The average PI duration was 12.13 days (interquartile range, 6 days). Multivariate regression analysis revealed that PI duration was longer in men, Black patients, and patients with evidence of detrimental SDOHs compared with their converse counterparts (P < .0001). The presence of detrimental SDOHs independently predicted an increased duration of disease by 13.07 days (95% CI, 8.99-17.15; t = 6.29, P < .0001). CONCLUSIONS A patient's SDOH history has a significant and considerably stronger correlation with disease progression than predictors that are traditionally studied such as sex, race, or body mass index. These findings are novel, as highlighted by the absence of data uncovered in the literature. These data carry relevance for plastic surgeons wishing to prevent early recurrence following operative closure of PI-related wounds.
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Affiliation(s)
- Daniel C Sasson
- In the Section of Plastic and Reconstructive Surgery, Department of Surgery, Yale School of Medicine, New Haven, Connecticut, Daniel C. Sasson, BA, and Kaiti Duan, BS, are Medical Students; Seema M. Patel, HSD, is Undergraduate Student; Alexandra Junn, AB, is Medical Student; and Henry C. Hsia, MD, is Associate Professor of Surgery. Acknowledgment: Data from this manuscript were presented at the 38th Annual Meeting of the Northeastern Society of Plastic Surgeons in Philadelphia, Pennsylvania, September 10 to 12, 2021. The authors have disclosed no financial relationships related to this article. Submitted November 15, 2021; accepted in revised form August 9, 2022
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Alostaz H, Cai L. Biomarkers from Secondary Complications in Spinal Cord Injury. CURRENT PHARMACOLOGY REPORTS 2022; 8:20-30. [PMID: 36147780 PMCID: PMC9491488 DOI: 10.1007/s40495-021-00268-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/29/2023]
Abstract
PURPOSE OF REVIEW In the USA, spinal cord injury (SCI) occurs in 40 people per million every year due to events such as car accidents, falls, violence, or sports injury. Secondary complications that arise from SCI are life-threatening and should be treated as early as possible. In some cases, it is not completely obvious what complication a patient may have until it is too late. Therefore, biomarkers are required to assess the levels of secondary complications after SCI. As there are several complications that pose different warning signs, different biomarkers may be beneficial in early detection, maintenance, and long-term care for patients with SCI. RECENT FINDINGS Numerous studies have been conducted on biomarkers in various SCI and its related complications, such as neuropathic pain and deep vein thrombosis. In recent years, research has expanded with biomarkers discovered by cellular and molecular, genome-wide transcriptomic analysis, bioinformatics, and clinical studies. Biomarkers have allowed early prediction of the severity of secondary complications due to SCI. SUMMARY In this review, we summarize recent studies on the common biomarkers for the secondary complications related to SCI. We highlight the reliable biomarkers that have been tested, e.g., sclerostin, NGF, D-dimer, oncostatin M (OSM), microbiota, and C-reactive protein, which are valuable and with clinical importance. This review also emphasizes continuing research in biomarkers as they can provide valuable cellular and molecular insight into secondary complications after SCI.
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Affiliation(s)
- Hani Alostaz
- Department of Biomedical Engineering, Rutgers University, 599 Taylor Road, Piscataway, NJ 08854, USA
| | - Li Cai
- Department of Biomedical Engineering, Rutgers University, 599 Taylor Road, Piscataway, NJ 08854, USA
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Burns M, Solinsky R. Toward rebalancing blood pressure instability after spinal cord injury with spinal cord electrical stimulation: A mini review and critique of the evolving literature. Auton Neurosci 2022; 237:102905. [PMID: 34800845 PMCID: PMC9280330 DOI: 10.1016/j.autneu.2021.102905] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2020] [Revised: 10/07/2021] [Accepted: 11/06/2021] [Indexed: 01/03/2023]
Abstract
High-level spinal cord injury commonly leads to blood pressure instability. This manifests clinically as orthostatic hypotension (OH), where blood pressure can drop to the point of loss of consciousness, and autonomic dysreflexia (AD), where systolic blood pressure can climb to over 300 mmHg in response to an unperceived noxious stimulus. These blood pressure fluctuations can occur multiple times a day, contributing to increased vessel shear stress and heightened risk of cardiovascular disease. The pathophysiology of both of these conditions is rooted in impairments in regulation of spinal cord sympathetic preganglionic neurons, which control blood pressure by mediating vascular resistance and catecholamine release. Recently, spinal cord electrical stimulation has provided evidence that it may modulate these blood pressure imbalances. Early proposed mechanisms suggest activation of spinal cord dorsal horn neurons that ultimately act upon the sympathetic preganglionic neuronal pathways. For OH, spinal cord stimulation likely induces local activation of these neurons to generate baseline sympathetic tone and accompanying vasoconstriction. The mechanisms for spinal stimulation regulating AD are less clear, though some suggest it activates inhibitory circuits to dampen the overactive sympathetic response. While questions remain, spinal cord electrical stimulation is an intriguing new modality that may restore blood pressure regulation following spinal cord injury.
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Affiliation(s)
- Madeleine Burns
- Boston University School of Medicine, Graduate Medical Sciences
| | - Ryan Solinsky
- Spaulding Rehabilitation Hospital,Department of Physical Medicine & Rehabilitation, Harvard Medical School,Spaulding Research Institute
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Sonenblum SE, Measel M, Sprigle SH, Greenhalgh J, Cathcart JM. An Exploratory Analysis of the Role of Adipose Characteristics in Fulltime Wheelchair Users' Pressure Injury History. Front Bioeng Biotechnol 2021; 9:753897. [PMID: 34912788 PMCID: PMC8666593 DOI: 10.3389/fbioe.2021.753897] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Accepted: 10/26/2021] [Indexed: 11/13/2022] Open
Abstract
Aim: The goals of this study were 1) to identify the relationship between adipose (subcutaneous and intramuscular) characteristics and pressure injury (PrI) history in wheelchair users and 2) to identify subject characteristics, including biomechanical risk, that are related to adipose characteristics. Materials and Methods: The buttocks of 43 full-time wheelchair users with and without a history of pelvic PrIs were scanned in a seated posture in a FONAR UPRIGHT® MRI. Intramuscular adipose (the relative difference in intensity between adipose and gluteus maximus) and the subcutaneous adipose characteristics (the relative difference in intensity between subcutaneous adipose under and surrounding the ischium) were compared to PrI history and subject characteristics. Results: Participants with a history of PrIs had different subcutaneous fat (subQF) characteristics than participants without a history of PrIs. Specifically, they had significantly darker adipose under the ischium than surrounding the ischium (subQF effect size = 0.21) than participants without a history of PrIs (subQF effect size = 0.58). On the other hand, only when individuals with complete fat infiltration (n = 7) were excluded did individuals with PrI history have more fat infiltration than those without a PrI history. The presence of spasms (μ intramuscular adipose, 95% CI with spasms 0.642 [0.430, 0.855], without spasms 0.168 [-0.116, 0.452], p = 0.01) and fewer years using a wheelchair were associated with leaner muscle (Pearson Corr = -0.442, p = 0.003). Conclusion: The results of the study suggest the hypothesis that changes in adipose tissue under the ischial tuberosity (presenting as darker SubQF) are associated with increased biomechanical risk for pressure injury. Further investigation of this hypothesis, and the role of intramuscular fat infiltration in PrI development, may help our understanding of PrI etiology. It may also lead to clinically useful diagnostic techniques that can identify changes in adipose and biomechanical risk to inform early preventative interventions.
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Affiliation(s)
- Sharon Eve Sonenblum
- Rehabilitation Engineering and Applied Research Laboratory, The George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, United States
| | - Megan Measel
- Wallace H. Coulter Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, United States
| | - Stephen H Sprigle
- Rehabilitation Engineering and Applied Research Laboratory, The George W. Woodruff School of Mechanical Engineering, Georgia Institute of Technology, Atlanta, GA, United States.,College of Design, Georgia Institute of Technology, Atlanta, GA, United States
| | | | - John McKay Cathcart
- School of Health Sciences, Ulster University, Northern Ireland, Coleraine, United Kingdom
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Harper AE, Terhorst L, Brienza D, Leland NE. Exploring the first pressure injury and characteristics of subsequent pressure injury accrual following spinal cord injury. J Spinal Cord Med 2021; 44:972-977. [PMID: 32233917 PMCID: PMC8725761 DOI: 10.1080/10790268.2020.1744871] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
Abstract
Context/Objective: Clinicians have guidance on prevention and treatment of pressure injuries, but little is known regarding characteristics of patients who develop additional pressure injuries. Thus, our objective was to explore the first pressure injury and characteristics of individuals who develop subsequent pressure injuries during acute care and inpatient rehabilitation following spinal cord injury.Design: Secondary analysis of longitudinal data from a cohort of adults following initial traumatic spinal cord injury.Setting: Urban acute care hospital and inpatient rehabilitation facilities.Participants: A convenience sample of adults (n = 38) who developed at least one pressure injury during acute care and inpatient rehabilitation.Interventions: Not applicable.Outcome Measures: The primary outcomes were number of additional pressure injuries and stage of care during which they occurred, prior to community discharge.Results: A covariate-adjusted model revealed that participants with ASIA D injury had a 67% decrease in the rate of additional pressure injury incidence compared to participants with ASIA A injury (Rate Ratio = .33, 95% CI [0.13, 0.88]). The severity of the first pressure injury had no significant association with subsequent pressure injury incidence (P = .10).Conclusion: These findings indicated that individuals with greater sensory and motor loss had an increased risk of developing additional pressure injuries compared to individuals with less impairment. These results are meaningful for stakeholders interested in understanding factors associated with developing subsequent pressure injuries during the index rehabilitation stay and provide a foundation for future research in this area.
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Affiliation(s)
- Alexandra E. Harper
- Department of Occupational Therapy, School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA,Correspondence to: Alexandra E. Harper, MOT, OTR/L, Graduate Student Researcher, Department of Occupational Therapy, School of Health and Rehabilitation Sciences, University of Pittsburgh, Bridgeside Point I, 100 Technology Drive, Suite 350, Pittsburgh, PA15219, USA; Ph: 412-624-7345.
| | - Lauren Terhorst
- Department of Occupational Therapy, School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - David Brienza
- Department of Rehabilitation Science & Technology, School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
| | - Natalie E. Leland
- Department of Occupational Therapy, School of Health and Rehabilitation Sciences, University of Pittsburgh, Pittsburgh, Pennsylvania, USA
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Tissue matters: In-vivo tissue properties of persons with spinal cord injuries to inform clinical models for pressure ulcer prevention. J Biomech 2021; 120:110389. [PMID: 33780812 DOI: 10.1016/j.jbiomech.2021.110389] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2020] [Revised: 03/09/2021] [Accepted: 03/13/2021] [Indexed: 01/01/2023]
Abstract
The prevalence of pressure ulcers in patients with spinal cord injuries has been estimated to be between 30% and 47%. Individuals with spinal cord injuries sit for a majority of the time, increasing the risk of developing pressure ulcers in the buttocks and thighs due to large internal stresses. Human body models have been developed to study the formation of pressure ulcers, yet a persistent limitation in these models has been the material properties used to represent the soft tissues in the buttocks and thighs. Specifically, soft tissue material property data have not included wheelchair users, such as those with spinal cord injuries. The goals of this research were 1) to determine the in-vivo material properties of soft tissue in the thighs and buttocks of individuals with spinal cord injuries and 2) compare these to properties obtained from able-bodied people. Results indicated that the proximal and middle thigh regions of those who had a spinal cord injury were softer than the same regions as able-bodied individuals, while the distal thigh regions were stiffer. These findings are vital because they indicate that models developed using properties from able-bodied individuals will not produce internal stress or strain magnitudes that represent individuals who have a spinal cord injury. This information suggests that models should obtain material property data sets from their desired population. Human body models must represent the population being studied if they are to inform clinical assessments and make accurate patient predictions.
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Bogie KM, Schwartz K, Li Y, Wang S, Dai W, Sun J. Exploring adipogenic and myogenic circulatory biomarkers of recurrent pressure injury risk for persons with spinal cord injury. J Circ Biomark 2020; 9:1-7. [PMID: 33599626 PMCID: PMC7883629 DOI: 10.33393/jcb.2020.2121] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Accepted: 08/18/2020] [Indexed: 11/24/2022] Open
Abstract
Purpose: To investigate linkages between circulatory adipogenic and myogenic biomarkers, gluteal intramuscular adipose tissue (IMAT), and pressure injury (PrI) history following spinal cord injury (SCI). Methods: This is an observational repeated-measures study of 30 individuals with SCI. Whole blood was collected regularly over 2-3 years. Circulatory adipogenic and myogenic gene expression was determined. IMAT was defined as above/below 15% (IMATd) or percentage (IMAT%). PrI history was defined as recurrent PrI (RPrI) or PrI number (n PrI). Model development used R packages (version 3.5.1). Univariate analysis screened for discriminating genes for downstream multivariate and combined models of averaged and longitudinal data for binary (RPrI/IMATd) and finer scales (n PrI/IMAT%). Results: For adipogenesis, Krüppel-like factor 4 was the top RPrI predictor together with resistin and cyclin D1, and sirtuin 2 was the top IMAT predictor. For myogenesis, the top RPrI predictor was dysferlin 2B, and pyruvate dehydrogenase kinase-4 was the top IMAT predictor together with dystrophin. Conclusion: Circulatory adipogenic and myogenic biomarkers have statistically significant relationships with PrI history and IMAT for persons with SCI. Biomarkers of interest may act synergistically or additively. Variable importance rankings can reveal nonlinear correlations among the predictors. Biomarkers of interest may act synergistically or additively, thus multiple genes may need to be included for prediction with finer distinction.
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Affiliation(s)
- Kath M. Bogie
- Case Western Reserve University, Departments of Orthopaedics and Biomedical Engineering, Cleveland, Ohio - USA
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Research Service, Cleveland, Ohio - USA
| | - Katelyn Schwartz
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Research Service, Cleveland, Ohio - USA
| | - Youjin Li
- Case Western Reserve University, Department of Population & Quantitative Health Sciences, Cleveland, Ohio - USA
| | - Shengxuan Wang
- Case Western Reserve University, Department of Population & Quantitative Health Sciences, Cleveland, Ohio - USA
| | - Wei Dai
- Case Western Reserve University, Department of Population & Quantitative Health Sciences, Cleveland, Ohio - USA
| | - Jiayang Sun
- Department of Statistics, George Mason University, Fairfax, Virginia - USA
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Schwartz K, Henzel MK, Ann Richmond M, Zindle JK, Seton JM, Lemmer DP, Alvarado N, Bogie KM. Biomarkers for recurrent pressure injury risk in persons with spinal cord injury. J Spinal Cord Med 2020; 43:696-703. [PMID: 31490098 PMCID: PMC7534297 DOI: 10.1080/10790268.2019.1645406] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
Objective: To investigate potential linkages between pressure injury (PrI) recurrence following spinal cord injury (SCI) and muscle-based and circulatory biomarkers, specifically fatty metabolites and inflammatory cytokines. Design: Observational study. Setting: Tertiary Care Center. Participants: 30 individuals with complete or incomplete SCI. Study participants either had never developed a PrI (Group I) or had a history of recurrent PrI (Group II). Interventions: Not applicable. Outcome Measures: Gluteal muscle histology, immunohistochemistry, muscle-based and circulatory fatty metabolites and inflammatory cytokines. Results: Gluteal intramuscular adipose tissue (IMAT) was greater than 15% in most Group II (83%) individuals. Muscle tissue histology confirmed intramuscular structural differences. Fatty acid binding protein 4 (FABP4) and fatty acid binding protein 3 (FABP3) were reliably detected in muscle and blood and significantly correlated with IMAT (P < 0.001). FABP4 was significantly higher in Group II muscle and blood (P < 0.05). FABP3 was significantly higher in Group I muscle (P < 0.05). Circulatory FABP3 levels were lower for Group I. Inflammatory biomarkers were more reliably detected in blood. Colony-Stimulating Factor-1 was slightly higher in Group II muscle. Circulatory interleukin-13 was significantly higher (P < 0.01) in Group I. Vascular endothelial growth factor (VEGF-A) was significantly increased (P < 0.05) in Group I muscle and blood. Conclusion: Identifying individuals with SCI at highest risk for recurrent PrI may impact patient management. IMAT content evaluation illustrates that muscle quality is a key biomarker. Low circulatory inflammatory biomarker expression potentially limits clinical significance for between group differences. Circulatory levels of FABP4 hold great potential as a recurrent PrI risk biomarker.
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Affiliation(s)
- Katie Schwartz
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Cleveland, Ohio, USA
| | - M. Kristi Henzel
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Cleveland, Ohio, USA,Department of Physical Medicine and Rehabilitation, Case Western Reserve University, Cleveland, Ohio, USA
| | - Mary Ann Richmond
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Cleveland, Ohio, USA,Department of Physical Medicine and Rehabilitation, Case Western Reserve University, Cleveland, Ohio, USA
| | - Jennifer K. Zindle
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Cleveland, Ohio, USA
| | - Jacinta M. Seton
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Cleveland, Ohio, USA
| | - David P. Lemmer
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Cleveland, Ohio, USA
| | - Nannette Alvarado
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Cleveland, Ohio, USA
| | - Kath M. Bogie
- Louis Stokes Cleveland Veterans Affairs Medical Center (LSCVAMC), Cleveland, Ohio, USA,Departments of Orthopaedics & Biomedical Engineering, Case Western Reserve University, Cleveland, Ohio, USA,Correspondence to: Kath M. Bogie Departments of Orthopaedics & Biomedical Engineering, Case Western Reserve University, 2109 Adelbert Rd, Cleveland, OH, USA; Ph: (216) 368-5270.
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13
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Albertin G, Ravara B, Kern H, Hofer C, Loefler S, Jurecka W, Guidolin D, Rambaldo A, Porzionato A, De Caro R, Zampieri S, Pond A, Alaibac M, Carraro U. Two-years of home based functional electrical stimulation recovers epidermis from atrophy and flattening after years of complete Conus-Cauda Syndrome. Medicine (Baltimore) 2019; 98:e18509. [PMID: 31876739 PMCID: PMC6946537 DOI: 10.1097/md.0000000000018509] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022] Open
Abstract
To evaluate progression of skin atrophy during 8 years of complete Conus-Cauda Syndrome and its recovery after 2 years of surface Functional Electrical Stimulation a cohort study was organized and implemented.Functional assessments, tissue biopsies, and follow-up were performed at the Wilhelminenspital, Vienna, Austria; skin histology and immunohistochemistry at the University of Padova, Italy on 13 spinal cord injury persons suffering up to 10 years of complete conus/cauda syndrome. Skin biopsies (n. 52) of both legs were analyzed before and after 2 years of home-based Functional Electrical Stimulation delivered by large anatomically shaped surface electrodes placed on the skin of the anterior thigh. Using quantitative histology we analyzed: 1. Epidermis atrophy by thickness and by area; 2. Skin flattening by computing papillae per mm and Interdigitation Index of dermal-epidermal junctions; 3. Presence of Langerhans cells.Linear regression analyses show that epidermal atrophy and flattening worsen with increasing years post- spinal cord injury and that 2 years of skin electrostimulation by large anatomically shaped electrodes reverses skin changes (pre-functional Electrical Stimulation vs post-functional Electrical Stimulation: thickness 39%, P < .0001; area 41%, P < .0001; papillae n/mm 35%, P < 0.0014; Interdigitation index 11%, P < 0.018), producing a significant recovery to almost normal levels of epidermis thickness and of dermal papillae, with minor changes of Langerhans cells, despite 2 additional years of complete Conus-Cauda Syndrome.In complete Conus-Cauda Syndrome patients, the well documented beneficial effects of 2 years of surface h-b Functional Electrical Stimulation on strength, bulk, and muscle fiber size of thigh muscles are extended to skin, suggesting that electrical stimulation by anatomically shaped electrodes fixed to the skin is also clinically relevant to counteract atrophy and flattening of the stimulated skin. Mechanisms, pros and cons are discussed.
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Affiliation(s)
| | - Barbara Ravara
- Interdepartmental Research Center of Myology, Department of Biomedical Sciences, University of Padova
- A&C M-C Foundation for Translational Myology, Padova, Italy
| | - Helmut Kern
- Physiko- und Rheumatherapie, St. Poelten
- Ludwig Boltzmann Institute for Rehabilitation Research, St. Pölten
| | - Christian Hofer
- Ludwig Boltzmann Institute for Rehabilitation Research, St. Pölten
| | - Stefan Loefler
- Physiko- und Rheumatherapie, St. Poelten
- Ludwig Boltzmann Institute for Rehabilitation Research, St. Pölten
| | | | | | - Anna Rambaldo
- Department of Neuroscience, Section of Human Anatomy
| | | | | | - Sandra Zampieri
- Interdepartmental Research Center of Myology, Department of Biomedical Sciences, University of Padova
- A&C M-C Foundation for Translational Myology, Padova, Italy
- Physiko- und Rheumatherapie, St. Poelten
| | - Amber Pond
- Anatomy Department, Southern Illinois University School of Medicine, Carbondale, IL
| | - Mauro Alaibac
- Department of Medicine, Section of Dermatology Clinic, University of Padova, Italy
| | - Ugo Carraro
- Interdepartmental Research Center of Myology, Department of Biomedical Sciences, University of Padova
- A&C M-C Foundation for Translational Myology, Padova, Italy
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14
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Gabison S, Mathur S, Nussbaum EL, Popovic MR, Verrier MC. The relationship between pressure offloading and ischial tissue health in individuals with spinal cord injury: An exploratory study. J Spinal Cord Med 2019; 42:186-195. [PMID: 31573438 PMCID: PMC6781203 DOI: 10.1080/10790268.2019.1645404] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Objectives: To compare thickness and texture measures of tissue overlying the ischial region in able-bodied (AB) individuals vs. individuals with spinal cord injury (SCI) and to determine if there is a relationship between pressure offloading of the ischial tuberosities (IT) and tissue health in individuals with SCI. Design: Exploratory cross-sectional study. Setting: University setting and rehabilitation hospital. Outcome Measures: Thickness and texture measurements from ultrasound images of tissues overlying the IT were obtained from AB individuals (n = 10) and individuals with complete or incomplete traumatic and non-traumatic SCI American Spinal Injury Association Impairment Scale (AIS) classification A-D (n = 15). Pressure offloading was measured in individuals with SCI and correlated with tissue health measurements. Results: The area overlying the IT occupied by the muscle was significantly greater in the SCI when compared with AB cohort. The area occupied by the muscle in individuals with SCI appeared to lose the striated appearance and was more echogenic than nearby skin and subcutaneous tissue (ST). There was no correlation between offloading times and thickness, echogenicity and contrast measurements of skin, ST and muscle in individuals with SCI. Conclusion: Changes in soft tissues overlying the ischial tuberosity occur following SCI corresponding to the loss of striated appearance of muscle and increased thickness of the area occupied by the muscle. Further studies using a larger sample size are recommended to establish if thickness and tissue texture differ between individuals with SCI who sustain pressure injuries vs. those who do not.
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Affiliation(s)
- Sharon Gabison
- SCI Mobility Laboratory, Lyndhurst Centre, Toronto Rehabilitation Institute – University Health Network, Toronto, Ontario, Canada,Department of Physical Therapy, University of Toronto, Toronto, Ontario, Canada,Rehabilitation Engineering Laboratory, Lyndhurst Centre, Toronto Rehabilitation Institute – University Health Network, Toronto, Ontario, Canada,Institute of Medical Science Faculty of Medicine University of Toronto, Toronto, Ontario, Canada,Correspondence to: Sharon Gabison, SCI Mobility Laboratory, Toronto Rehabilitation Institute-University Health Network, 520 Sutherland Drive, Toronto, Ontario M4G 3V9, Canada; Ph: 647-892-4418.
| | - Sunita Mathur
- Department of Physical Therapy, University of Toronto, Toronto, Ontario, Canada,Rehabilitation Sciences Institute, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Ethne L. Nussbaum
- Rehabilitation Sciences Institute, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada,MClSc Program in Field of Wound Healing, Western University, London, Ontario, Canada
| | - Milos R. Popovic
- Rehabilitation Engineering Laboratory, Lyndhurst Centre, Toronto Rehabilitation Institute – University Health Network, Toronto, Ontario, Canada,Institute of Medical Science Faculty of Medicine University of Toronto, Toronto, Ontario, Canada,Rehabilitation Sciences Institute, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada,Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada
| | - Mary C. Verrier
- SCI Mobility Laboratory, Lyndhurst Centre, Toronto Rehabilitation Institute – University Health Network, Toronto, Ontario, Canada,Department of Physical Therapy, University of Toronto, Toronto, Ontario, Canada,Rehabilitation Engineering Laboratory, Lyndhurst Centre, Toronto Rehabilitation Institute – University Health Network, Toronto, Ontario, Canada,Institute of Medical Science Faculty of Medicine University of Toronto, Toronto, Ontario, Canada,Rehabilitation Sciences Institute, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada
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