Battery-Free, Wireless Multi-Modal Sensor, and Actuator Array System for Pressure Injury Prevention.

Simultaneous monitoring of critical parameters (e.g., pressure, shear, and temperature) at bony prominences is essential for the prevention of pressure injuries in a systematic manner. However, the development of wireless sensor array for accurate mapping of risk factors has been limited due to the challenges in the convergence of wireless technologies and wearable sensor arrays with a thin and small form factor. Herein, a battery-free, wireless, miniaturized multi-modal sensor array is introduced for continuous mapping of pressure, shear, and temperature at skin interfaces. The sensor array includes an integrated pressure and shear sensor consisting of 3D strain gauges and micromachined components. The mechanically decoupled design of the integrated sensor enables reliable data acquisition of pressure and shear at skin interfaces without the need for additional data processing. The sensor platform enables the analysis of interplay among localized pressure, shear, and temperature in response to changes in the patient's movement, posture, and bed inclination. The validation trials using a novel combination of wireless sensor arrays and customized pneumatic actuator demonstrate the efficacy of the platform in continuous monitoring and efficient redistribution of pressure and shear without repositioning, thereby improving the patient's quality of life.

Trends in inpatient burden from pressure injuries in the United States: Cross-sectional study National Inpatient Sample 2009-2019.

Pressure injuries are a significant comorbidity and lead to increased overall healthcare costs. Several European and global studies have assessed the burden of pressure injuries; however, no comprehensive analysis has been completed in the United States. In this study, we investigated the trends in the burden of pressure injuries among hospitalised adults in the United States from 2009 to 2019, stratified by sociodemographic subgroups. The length of admission, total cost of hospitalisation, and sociodemographic data was extracted from the National Inpatient Sample provided by the Healthcare Cost and Utilisation Project, Agency for Healthcare Research and Quality. Overall, the annual prevalence of pressure injuries and annual mean hospitalisation cost increased ($69,499.29 to $102,939.14), while annual mean length of stay decreased (11.14-9.90 days). Among all races, minority groups had higher average cost and length of hospitalisation. Our findings suggest that while the length of hospitalisation is decreasing, hospital costs and prevalence are rising. In addition, differing trends among racial groups exist with decreasing prevalence in White patients. Further studies and targeted interventions are needed to address these differences, as well as discrepancies in racial groups.

Key stakeholders' perspectives: A gap analysis of hospital-acquired pressure injuries.

INTRODUCTION: Hospital-acquired pressure injuries (HAPIs) are a global high-stakes patient safety issue. Key stakeholder perspectives regarding their role and experiences with pressure injuries is critical as part of the solution to minimizing HAPI occurrence and attain sustainability. DESIGN: A qualitative, descriptive approach provided multiple perspectives of key stakeholders to support the complexity of HAPI care. The qualitative data are a part of a mixed method convergent research study examining pressure injury prevention and management practices. METHODS: Nursing system theory, mixed method convergent design, and participatory action research methodologies were chosen to address both the gap analysis development and results, achieve collaborative comprehensiveness, and enable key stakeholder involvement throughout this HAPI prevention and management initiative. Participants were recruited and enrolled from a large Level I trauma hospital and the key stakeholders. Demographic information were collected prior to the individual interview. Focused interviews were conducted virtually using zoom technology. Qualitative data were analyzed using NVivo software and thematic analysis was confirmed across the co-investigators for congruence and applicability to the research questions. RESULTS: Qualitative interviews with 26 key stakeholders provided data to support and integrate a link with gap analysis results on the complex health issue of HAPIs. Specific barrier and recommendation themes identified interventions that could be prioritized. The 52 barrier and 52 recommendation themes/sub-theme(s) respectively were organized by Donabedian (structure, process, and outcome) with structure elements the majority. The top three structure barrier themes involved equipment and standards for use, staff prevention education, and specialized health professionals. The top three structure recommendation themes involved specialized health professionals, equipment and standards for use, and an educational plan for those at risk or with HAPIs. CONCLUSION: The article provides findings from the qualitative portion of a mixed method study related to HAPIs. The qualitative findings associated with the gap analysis quantitative results, achieved the goal of the participatory action research key stakeholders' input into HAPI care and can be replicated internationally. CLINICAL RELEVANCE: The benefit of key stakeholder's involvement in solving a clinical problem is sustainability. A quantitative approach and integrating qualitative stakeholders' perspectives provide an in-depth solution that will advance nursing capacity toward health care delivery and HAPI nursing science and policy development on a global level.

Relationship between nutritional goals and pressure injuries in critical care patients receiving enteral nutrition.

OBJECTIVE: To examine the relationship between pressure injury (PI) development and achievement of nutritional goals (protein and caloric), as well as consider the clinical conditions, hospitalisation factors, and risk assessment for PI development in patients who are critically ill and receiving enteral nutrition (EN) in the intensive care unit (ICU). METHOD: An observational cohort study was conducted in the ICU of the University Hospital in São Paulo, Brazil. Inclusion criteria were as follows: age ≥18 years; length of ICU stay ≥24 hours; without PI at ICU admission; and receiving EN exclusively during ICU stay. The development of PI was considered the dependent variable. The Chi-squared test was applied to compare categorical variables, and the Mann-Whitney U test was used to compare continuous variables between groups of patients with and without a PI. The analysis of the achievement of nutritional goals was performed using Fisher's exact test. A significance level of 5% (p-value<0.05) and a confidence interval (CI) of 95% was adopted in all statistical tests. RESULTS: A total of 181 patients met the inclusion criteria, of whom 102 (56.4%) were male and 79 (43.6%) were female. Mean age was 55.1 years, and mean length of ICU stay was 17.5 days. PI development was associated with not achieving nutritional goals. There was a higher percentage (65.3%) of patients without a PI when both protein and caloric goals were achieved. In contrast, 45.6% of patients developed a PI when the goals were not achieved. The mean days for sedation, vasoactive drugs and mechanical ventilation were all significantly higher in patients who developed a PI (p<0.001). CONCLUSION: There was a significant association between patients developing a PI and deficits in caloric and protein intake. Patients who did not develop PIs had a greater calorie and protein intake compared with those who developed a PI.

Evaluation of the risk prediction model of pressure injuries in hospitalized patient: A systematic review and meta-analysis.

AIMS AND OBJECTIVES: The main aim of this study is to synthesize the prevalent predictive models for pressure injuries in hospitalized patients, with the goal of identifying common predictive factors linked to pressure injuries in hospitalized patients. This endeavour holds the potential to provide clinical nurses with a valuable reference for providing targeted care to high-risk patients. BACKGROUND: Pressure injuries (PIs) are a frequently occurring health problem throughout the world. There are mounting studies about risk prediction model of PIs reported and published. However, the prediction performance of the models is still unclear. DESIGN: Systematic review and meta-analysis: The Cochrane Library, PubMed, Embase, CINAHL, Web of Science and Chinese databases including CNKI (China National Knowledge Infrastructure), Wanfang Database, Weipu Database and CBM (China Biology Medicine). METHODS: This systematic review was conducted following PRISMA recommendations. The databases of Cochrane Library, PubMed, Embase, CINAHL, Web of Science, and CNKI, Weipu Database, Wanfang Database and CBM were searched for all studies published before September 2023. We included studies with cohort, case-control designs, reporting the development of risk model and have been validated externally and internally among the hospitalized patients. Two researchers selected the retrieved studies according to the inclusion and exclusion criteria, and critically evaluated the quality of studies based on the CHARMS checklist. The PRISMA guideline was used to report the systematic review and meta-analysis. RESULTS: Sixty-two studies were included, which contained 99 pressure injuries risk prediction models. The AUC (area under ROC curve) of modelling in 32 prediction models were reported ranged from .70 to .99, while the AUC of verification in 38 models were reported ranged from .70 to .98. Gender (OR = 1.41, CI: .99 ~ 1.31), age (WMD = 8.81, CI: 8.11 ~ 9.57), diabetes mellitus (OR = 1.64, CI: 1.36 ~ 1.99), mechanical ventilation (OR = 2.71, CI: 2.05 ~ 3.57), length of hospital stay (WMD = 7.65, CI: 7.24 ~ 8.05) were the most common predictors of pressure injuries. CONCLUSION: Studies of PIs risk prediction model in hospitalized patients had high research quality, and the risk prediction models also had good predictive performance. However, some of the included studies lacked of internal or external validation in modelling, which affected the stability and extendibility. The aged, male patient in ICU, albumin, haematocrit, low haemoglobin level, diabetes, mechanical ventilation and length of stay in hospital were high-risk factors for pressure injuries in hospitalized patients. In the future, it is recommended that clinical nurses, in practice, select predictive models with better performance to identify high-risk patients based on the actual situation and provide care targeting the high-risk factors to prevent the occurrence of diseases. RELEVANCE TO CLINICAL PRACTICE: The risk prediction model is an effective tool for identifying patients at the risk of developing PIs. With the help of risk prediction tool, nurses can identify the high-risk patients and common predictive factors, predict the probability of developing PIs, then provide specific preventive measures to improve the outcomes of these patients. REGISTRATION NUMBER (PROSPERO): CRD42023445258.

Early identification of pressure injuries in people with dark skin tones: Qualitative perspectives from community-based patients and their carers.

AIM: To examine the personal experiences and perceptions of people with dark skin tones and their carers, in relation to pressure injury. DESIGN: Qualitative study using semi-structured interviews. METHODS: Twenty-two interviews with people with dark skin tone and/or their family carers, who were known to and visited by community nurses for pressure area management or who had been identified as being at high risk for developing a pressure injury were carried out. RESULTS: Thematic analysis of the interview transcripts revealed that skin discolouration towards a darker hue than usual was the commonest symptom identified by participants as a sign of altered skin integrity and potential pressure damage. Four main overarching themes were revealed through comprehensive analysis of the transcripts: (1) indicators of pressure injury; (2) experienced symptoms of pressure damage; (3) trust in healthcare workers; and (4) improving care for populations with dark skin tones. CONCLUSION: The findings from this study clearly present how early-stage pressure damage is identified among people with dark skin tones. IMPLICATIONS FOR THE PROFESSION AND/OR PATIENT CARE: These findings have the potential to reduce health inequality by influencing and informing clinical policies and strategies in practice. Findings could also lead to the development of patient-informed educational strategies for nurses and health workers which will enable the early identification of pressure ulcers among people with dark skin tones. Further research is needed to better understand health disparities in relation to preventable patient safety harm. IMPACT: The findings demonstrate the importance of engaging with and listening to the stories and experiences of people living with pressure damage to help in the early recognition of pressure injuries. REPORTING METHOD: The Consolidated Criteria for Reporting Qualitative Research (COREQ) guidelines for qualitative research were followed. PATIENT OR PUBLIC CONTRIBUTION: A project steering group reviewed information sheets for participants and checked the interview questions were relevant and suitable.

Medical device-related pressure injuries in paediatric patients: An incidence study in a children's hospital.

AIM: To determine the incidence of pressure injuries from medical devices in children. BACKGROUND: Medical devices can cause pressure injuries on skin and soft tissues. DESIGN: A prospective, descriptive study adhering to STROBE guidelines. METHODS: This study was conducted in the third-level Paediatric Intensive Care Unit of Ege University Hospital in Izmir, Türkiye between April 2019 and October 2019 in Türkiye. Patients aged between 1 month and 18 years with medical devices were observed for pressure injuries using Braden scales and a specific monitoring form. RESULTS: In this study, we followed 522 medical devices applied to 96 patients. The three most commonly used medical devices were the ECG probe (21%), the blood pressure cuff (16%) and the saturation probe. Out of the 522 medical devices followed, 36 caused pressure injuries (6.8%). CONCLUSION: The incidence of medical device-related pressure injuries was found to be high. Effective training and implementation strategies need to be devised for paediatric nurses to prevent pressure injuries associated with medical devices. RELEVANCE TO CLINICAL PRACTICE: The results of this study reveal that pressure injuries related to medical devices are an important health problem in paediatric hospitals. Therefore, awareness-raising and educational activities among health professionals and nurses should be accelerated. PATIENT OR PUBLIC CONTRIBUTION: No patient or public contribution in the study.

Exploring the relationship between AM-PAC scores and mobility components in falls and pressure injury risk assessment tools: A pathway to improve nursing clinical efficiency.

BACKGROUND: Nurses routinely perform multiple risk assessments related to patient mobility in the hospital. Use of a single mobility assessment for multiple risk assessment tools could improve clinical documentation efficiency, accuracy and lay the groundwork for automated risk evaluation tools. PURPOSE: We tested how accurately Activity Measure for Post-Acute Care (AM-PAC) mobility scores predicted the mobility components of various fall and pressure injury risk assessment tools. METHOD: AM-PAC scores along with mobility and physical activity components on risk assessments (Braden Scale, Get Up and Go used within the Hendrich II Fall Risk Model®, Johns Hopkins Fall Risk Assessment Tool (JHFRAT) and Morse Fall Scale) were collected on a cohort of hospitalised patients. We predicted scores of risk assessments based on AM-PAC scores by fitting of ordinal logistic regressions between AM-PAC scores and risk assessments. STROBE checklist was used to report the present study. FINDINGS: AM-PAC scores predicted the observed mobility components of Braden, Get Up and Go and JHFRAT with high accuracy (≥85%), but with lower accuracy for the Morse Fall Scale (40%). DISCUSSION: These findings suggest that a single mobility assessment has the potential to be a good solution for the mobility components of several fall and pressure injury risk assessments.

Comparison of the predictive validity of the Braden and Waterlow scales in intensive care unit patients: A multicentre study.

BACKGROUND: The first step in preventing pressure injuries (PIs), which represent a significant burden on intensive care unit (ICU) patients and the health care system, is to assess the risk for developing PIs. A valid risk assessment scale is essential to evaluate the risk and avoid PIs. OBJECTIVES: To compare the predictive validity of the Braden scale and Waterlow scale in ICUs. DESIGN: A multicentre, prospective and cross-sectional study. METHODS: We conducted this study among 6416 patients admitted to ICUs in Gansu province of China from April 2021 to October 2022. The incidence and characteristics of PIs were collected. The risk assessment of PIs was determined using the Braden and Waterlow scale. The sensitivity, specificity, positive and negative predictive values, and the area under the receiver operating characteristic curve of the two scales were compared. RESULTS: Out of 5903 patients, 72 (1.2%) developed PIs. The sensitivity, specificity, positive and negative predictive, and the area under the curve of the Braden scale were 77.8%, 50.9%, 0.014 and 0.996, and 0.689, respectively. These values for the Waterlow scale were 54.2%, 71.1%, 0.017, 0.994 and 0.651. CONCLUSIONS: Both scales could be used for risk assessment of PIs in ICU patients. However, the accuracy of visual inspection for assessment of skin colour, nursing preventive measures for patients and scales inter-rater inconsistency may limited the predictive validity statistics. RELEVANCE TO CLINICAL PRACTICE: Both scales could be used for PIs risk assessment. The low specificity of the Braden scale and low sensitivity of the Waterlow scale remind medical staff to use them in combination with clinical judgement and other objective indicators. PATIENT OR PUBLIC CONTRIBUTION: This study was designed to enhance the management of PIs. Patients and the general public were not involved in the study design, analysis, and interpretation of the data or manuscript preparation.

Incidence, prevalence, and medical costs of pressure injuries in Taiwan from 2001 to 2015: Results of a retrospective cohort study.

AIMS AND OBJECTIVES: This study aims to analyse the trends in the incidence, prevalence and medical costs of pressure injuries (PIs) among genders in Taiwan. BACKGROUND: The treatment of PIs is complex and costly, often leading to complications and increased mortality. This issue significantly impacts healthcare quality and incurs substantial medical and social costs, warranting attention. METHODS: A retrospective cohort study was conducted using data from Taiwan's National Health Insurance Database to obtain and calculate the incidence, prevalence, and medical costs of PIs in the country between 2001 and 2015 as well as to analyse high-risk groups and the medical care utilisation of patients following the STROBE reporting guidelines. RESULTS: Between 2001 and 2015, 15,327 incident case of PIs were diagnosed. During the study period, the prevalence rate of PIs per 100,000 population rose from 26.3 to 189.6, with approximately 11.5%-16.3% of patients undergoing surgical debridement. The PIs prevalence rate increased by 7.2-fold, and hospitalisation costs accounted for 91.7%-96.0% of the total medical costs. Patients with older age, comorbidities, poorer financial status and lower education levels were found to be likely to develop PIs. These predisposing factors differed between males and females. The prevalence of PIs was higher in patients ≥75 years old than in patients from other age groups. Moreover, PI-related medical expenses have been increasing annually. CONCLUSIONS: In Taiwan, the rising incidence of PIs is driving up medical costs. Effective care and prevention of PIs necessitate a comprehensive plan from the entire healthcare system. RELEVANCE TO CLINICAL PRACTICE: This research fills a gap in the available data on the incidence, prevalence, and medical costs of PIs in Taiwan and Asia. PATIENT OR PUBLIC CONTRIBUTION: The findings can be used to help develop clinical guidelines for preventive education and treatment of PIs.

Applying Object Detection and Large Language Model to Establish a Smart Telemedicine Diagnosis System with Chatbot: A Case Study of Pressure Injuries Diagnosis System.

Background: The scarcity of medical resources and personnel has worsened due to COVID-19. Telemedicine faces challenges in assessing wounds without physical examination. Evaluating pressure injuries is time consuming, energy intensive, and inconsistent. Most of today's telemedicine platforms utilize graphical user interfaces with complex operational procedures and limited channels for information dissemination. The study aims to establish a smart telemedicine diagnosis system based on YOLOv7 and large language model. Methods: The YOLOv7 model is trained using a clinical data set, with data augmentation techniques employed to enhance the data set to identify six types of pressure injury images. The established system features a front-end interface that includes responsive web design and a chatbot with ChatGPT, and it is integrated with a database for personal information management. Results: This research provides a practical pressure injury staging classification model with an average F1 score of 0.9238. The system remotely provides real-time accurate diagnoses and prescriptions, guiding patients to seek various medical help levels based on symptom severity. Conclusions: This study establishes a smart telemedicine auxiliary diagnosis system based on the YOLOv7 model, which possesses capabilities for classification and real-time detection. During teleconsultations, it provides immediate and accurate diagnostic information and prescription recommendations and seeks various medical assistance based on the severity of symptoms. Through the setup of a chatbot with ChatGPT, different users can quickly achieve their respective objectives.

Body mass index and pressure injuries risk in hospitalized adult patients: A dose-response analysis.

BACKGROUND: The association between underweight and pressure injuries (PIs) has been established in several studies. However, there is a lack of well-designed research investigating the connection between overweight and obesity with these injuries. OBJECTIVE: This meta-analysis aims to investigate the dose-response relationship between body mass index (BMI) and the risk of PIs in adult hospitalized patients. METHODS: PubMed, Web of Science, and MEDLINE Databases were searched from inception to May 2024. Observational articles with at least three BMI categories were included in the study. BMI was defined as underweight, normal weight, overweight, and morbid obesity for the meta-analysis. The non-linear relationship between BMI and the risk of PIs in hospitalized adults was investigated using restricted cubic spline models. Fractional polynomial modeling was used. RESULTS: Eleven articles reporting at least 3 categories of BMI met the inclusion criteria, including 31,389 participants. Compared to patients with normal weight, those with underweight, obesity, and morbid obesity exhibited an increased risk of PIs, with odds ratios of 1.70 (95%CI:1.50-1.91), 1.12 (95%CI:1.02-1.24), 1.70 (95%CI:1.13-2.55), respectively. A J-shaped dose-response model was established for the relationship between PI risk and BMI (Pnon-linearity < 0.001, Plinearity = 0.745). CONCLUSION: The J-shaped dose-response pattern revealed that underweight, obesity and morbid obesity heightened the risk of PIs in hospitalized adults. Lower and higher BMI values may signify an increased risk for PIs, particularly among the elderly with lower BMI, providing valuable guidance for medical staff.

Difficulties and obstacles experienced by intensive care unit nurses during the prevention and care of pressure injuries: A qualitative study.

AIM: This study aimed to examine the difficulties and obstacles experienced by nurses working in intensive care units during the prevention and care of pressure injuries (ulcers). MATERIALS AND METHODS: A descriptive phenomenological study was designed, involving 13 nurses working in the intensive care unit of a hospital in Turkey. The data were collected through face-to-face interviews. The data were analyzed using thematic analysis. The findings were reported according to the Consolidated Criteria for Reporting Qualitative Studies criteria. RESULTS: Through the data analysis, an overall theme "Prevention and Care of Pressure Injuries" and three main themes, namely "Obstacles Encountered", "Impacts on The Nurses", and "Needs and Recommendations" were identified. CONCLUSION: This study identified institution-related issues (lack of resources, managers' attitudes, etc.), as well as lack of knowledge and training prevent the effective management of pressure injuries in intensive care units. The development of pressure injuries emotionally and professionally affects nurses. The primary needs of nurses were found to be equipment and material support, personnel training, positive attitudes of institution managers, and the establishment of a wound care unit within the hospital. The following recommendations were made based on the obtained findings: practical training should be given to all intensive care unit teams based on the latest information, modern, practical, diverse, and sufficient amount of equipment for pressure injuries should be provided, personnel shortage should be eliminated, institution managers should exhibit solution-oriented attitudes toward nurses rather than accusatory approaches, and a wound care unit should be established within the hospital. This study was limited to the nurses working in the ICU of a state hospital in Turkey. Since the study was carried out in a single hospital and due to the personal characteristics of the participants, the findings cannot be generalized to all ICU nurses and healthcare institutions.

Nurses' knowledge, attitude and practice in preventing medical device-related pressure injuries and its influencing factors: A cross-sectional study.

AIM: The purpose of this study was to explore the knowledge, attitude, and practice about preventing medical device-related pressure injuries among Chinese nurses. METHOD: A cross-sectional survey was used to gather self-reported data from 2236 nursing staff, from 164 nursing units in a tertiary hospital of China by using MDRPI knowledge, attitude, and practice questionnaire. RESULTS: The median total score for nursing staff in preventing MDRPI is 151 (with a quartile range of 138-165) points, and the score rate is 79.40 %，the median total score for the knowledge dimension is 54 (with a quartile range of 45-60), with a score rate of 70.67 %, the median total score for the attitude dimension is 37 (with a quartile range of 36-44), with a score rate of 85.06 %，the median total score for the practice dimension is 59 (with a quartile range of 55-68), with a score rate of 85.48 %. Multiple linear regression analysis indicated that position and whether training or not are key factors influencing the total score of nursing staff in MDRPI prevention. CONCLUSIONS: The study found that while nurses' attitude and practice score in preventing MDRPI are high, there is room for improvement in their knowledge score. Factors such as nurse position and training were identified as promoting MDRPI prevention. To enhance patient safety and quality of care, it is recommended that medical institutions focus on training programs to improve nurses' knowledge and attitude towards preventing MDRPI.

Socio-economic and environmental factors associated with community-acquired pressure injuries: A mixed method study.

AIMS: To: (1) report on the prevalence of community-acquired pressure injuries (CAPIs) in patients admitted into the acute care setting; (2) examine the socio-economic and home environment associated with CAPIs; and (3) understand the challenges of caring for patients with CAPIs at home. METHODS: This mixed-method study recruited patients admitted with CAPIs in the acute care hospital between March 2021 to June 2022. The hospital's pressure injury (PI) database was used to screen patients admitted with CAPIs. A purposive sample of CAPI patients and their caregivers participated in this study. A cross-sectional survey study was first performed to examine the prevalence of CAPIs and the socio-economic and home environment factors. Semi-structured interviews were conducted to understand the caregivers' challenges in caring for patients with CAPIs at home. RESULTS: The CAPI prevalence was reported at 1.1 % during the study period (1039 had CAPIs out of 97 912 patients admitted to the hospital). A total of 70 caregivers and patients consented to participate in the study. The mean age of patients was 84.2 (SD = 10.4) years old; 68.6 % (n = 48) were females. Majority presented with a deep tissue injury (DTI) (37.1 %; n = 26) or unstageable PI (31.4 %; n = 22). More than half of the patients had alternating air mattresses at home (54.3 %; n = 38), and only 10 % (n = 7) had positioning wedges and used a sliding sheet for turning. The mean age of the caregivers was 43.4 years old (SD = 13.1), and 84.3 % (n = 59) were female. Continuous data were summarised using means and standard deviations, and categorical data were summarised using frequencies and percentages. Logistic regression found no significant socio-demographic and clinical predictors of patients having PI stages 2, 3, and 4 compared to patients with DTI and unstageable PI. Challenges to caring for PI at home included high financial burden, physical limitations, and personal challenges in CAPIs management. CONCLUSION: CAPIs are prevalent among older patients admitted to the acute care setting. Understanding the influence of socio-economic factors is crucial for developing comprehensive strategies to mitigate the occurrence and impact of PIs. Ongoing support and education to the caregivers in the community is essential to address the reported challenges in PI care.

Pressure ulcers/injuries prevention in emergency services: A scoping review.

AIM OF THE STUDY: To map the available evidence on nursing care provided to prevent the development of pressure ulcers/injuries in emergency services. MATERIAL AND METHODS: Scoping review that follows the Preferred Reporting Items for Systematic reviews and the Meta-Analyses extensions for Scoping Reviews and the Joanna Briggs Institute guidelines. The inclusion criteria were based on the PCC mnemonic. The main variables of interest were the nursing care provided to prevent the development of pressure ulcers/injuries (Condition) reported in studies developed in hospital emergency services (Context) with adult participants (Population). The scoping review protocol was registered on the OSF platform. RESULTS: During the selection process, 175 articles were identified in different databases. Applying the inclusion and exclusion criteria, 20 studies were included in this scoping review. The preventive measures for the development of pressure ulcers/injuries were grouped into 9 categories: "risk factors and risk assessment", "support surfaces", "dressings for pressure ulcer/injury prevention", "skin and tissue assessment", "repositioning and early mobilization", "preventive skin care", "nutrition in pressure ulcer/injury prevention", "health education" and "vital signs management". The instruments for assessing the risk of developing pressure ulcers/injuries mentioned in the studies are the Braden, Waterlow and Norton scales. The most documented tool for assessing the risk of developing pressure ulcers/injuries in hospital emergency services was the Braden Scale. CONCLUSION: International literature identified several preventive interventions that could be implemented in emergency services to avoid pressure ulcers/injuries development. However, is crucial that those preventive interventions were systematic implemented (in combination) since hospital admission.

Preliminary evidence for the presence of programmed cell death in pressure injuries.

Pressure injuries (PIs) are a common healthcare problem worldwide and are considered to be the most expensive chronic wounds after arterial ulcers. Although the gross factors including ischemia-reperfusion (I/R) have been identified in the etiology of PIs, the precise cellular and molecular mechanisms contributing to PIs development remain unclear. Various forms of programmed cell death including apoptosis, autophagy, pyroptosis, necroptosis and ferroptosis have been identified in PIs. In this paper, we present a detailed overview on various forms of cell death; discuss the recent advances in the roles of cell death in the occurrence and development of PIs and found much of the evidence is novel and based on animal experiments. Herein, we also state critical evaluation of the existing data and future perspective in the field. A better understanding of the programmed cell death mechanism in PIs may have important implications in driving the development of new preventive and therapeutic strategies.

An ingenious deep learning approach for pressure injury depth evaluation with limited data.

BACKGROUND: The development of models using deep learning (DL) to assess pressure injuries from wound images has recently gained attention. Creating enough supervised data is important for improving performance but is time-consuming. Therefore, the development of models that can achieve high performance with limited supervised data is desirable. MATERIALS AND METHODS: This retrospective observational study utilized DL and included patients who received medical examinations for sacral pressure injuries between February 2017 and December 2021. Images were labeled according to the DESIGN-R® classification. Three artificial intelligence (AI) models for assessing pressure injury depth were created with a convolutional neural network (Categorical, Binary, and Combined classification models) and performance was compared among the models. RESULTS: A set of 414 pressure injury images in five depth stages (d0 to D4) were analyzed. The Combined classification model showed superior performance (F1-score, 0.868). The Categorical classification model frequently misclassified d1 and d2 as d0 (d0 Precision, 0.503), but showed high performance for D3 and D4 (F1-score, 0.986 and 0.966, respectively). The Binary classification model showed high performance in differentiating between d0 and d1-D4 (F1-score, 0.895); however, performance decreased with increasing number of evaluation steps. CONCLUSION: The Combined classification model displayed superior performance without increasing the supervised data, which can be attributed to use of the high-performance Binary classification model for initial d0 evaluation and subsequent use of the Categorical classification model with fewer evaluation steps. Understanding the unique characteristics of classification methods and deploying them appropriately can enhance AI model performance.

Customized Silicone Foam Dressing Under Noninvasive Ventilation and Skincare Bundle to Reduce Hospital-Acquired Pressure Injuries in Neonates.

In a sixty-eight-bed level-IV NICU, an increased incidence of hospital-acquired pressure injuries (HAPIs) from noninvasive ventilation (NIV) devices was identified. The aim of this quality improvement project was to decrease HAPIs from NIV by 10%. A literature review and the Plan-Do-Study-Act were implemented. The intervention included a customized silicone foam dressing under NIV, an NIV skincare bundle, and multidisciplinary support. Hospital-acquired pressure injury rates were tracked over 3 years postinterventions. The incidence of HAPIs declined by 20% from 0.2 per 1,000 patient days to 0.05 per 1,000 patient days. Relative risk was 4.6 times greater prior to intervention (p = .04). Continuous positive airway pressure (CPAP) failure was not noted and measured by the percentage of patients on ventilators pre- and postintervention. Customized silicone foam dressings under NIV, NIV skincare bundle, and multidisciplinary team support may decrease HAPIs in neonates without CPAP failure.

A narrative review of patients' lived experience of having a pressure injury.

AIM: To explore patients' experiences of living with pressure injuries. DESIGN: A qualitative narrative review and thematic synthesis of qualitative research studies. DATA SOURCES: Six electronic databases were searched: Medline, CINAHL, Scopus, Web of Science, Embase, and Google Scholar (for grey literature). The search was conducted between October 2022 and April 2023. Setting: Acute, community and care home settings across the UK, France, Belgium and the US. REVIEW METHODS: The PRISMA checklist for reporting systematic reviews was used. The included studies were evaluated for quality using the CASP tool. The Joanna Briggs Institute data extraction tool was used to extract data from the included studies. Thematic synthesis was used to identify themes to present a coherent and nuanced understanding of patients' experiences of living with pressure injuries. RESULTS: Nine studies involving 244 participants, aged 21 to 101, with pressure injuries, met the inclusion criteria. Three key themes emerged using thematic analysis: physiological, emotional and psychological, and social effects. Within these themes, subthemes such as endless pain and discomfort, loss of mobility and independence, and social isolation were dominant in all aspects of the lives of patients living with pressure injuries. CONCLUSIONS: This narrative review gives clear and multifaceted insight into the impact of pressure injuries on individuals' lives, emphasising the necessity for patient-centred care and the integration of evidence-based tools for effective pain management and risk assessment. The impact of pain on emotional and psychological wellbeing was significant, and the financial implications are scarcely known. Future research is needed to explore the experiences of younger adults and the financial consequences of living with pressure injuries.