Body mass index and pressure ulcers: improved predictability of pressure ulcers in intensive care patients

Using a mobile health app in a weight management program for overweight and obese adolescents and young adults with spina bifida

Context: Adolescents and young adults (AYA) with spina bifida (SB) are more susceptible to obesity due to impaired mobility. There is limited access to physical activity for this population.Objective: The primary aim of this study was to evaluate the feasibility of a mobile health app in a weight management program for AYA with SB. This was determined by measuring program adherence, active use of the app (defined as ≥3 uses per week), and user rating of the Pt Pal™ mobile app. Secondary outcomes were changes in BMI, quality of life, and health behavior, and the number of active participants over time.Methods: Patients from the SB Clinic of a large metropolitan hospital between the ages of 11-21 years and overweight were invited to participate. The program consisted of group nutrition sessions and an individualized exercise plan using a mobile app with coaching. Outcome measures were program adherence, changes in BMI, and validated survey responses. Descriptive statistical analysis was performed.Results: Fifteen participants enrolled, and ten participants completed the program. Five of the ten participants attended the nutrition sessions. The number of active app users declined after the first week. Seventy percent of participants decreased their BMI. Most participants reported the program improved their ability to exercise regularly, eat a healthier diet and feel more self-confident. Peds QL™ psychosocial health domains increased postintervention. The YRBS showed increased physical activity and less sedentary time postintervention.Conclusions: This mobile app-based weight management program with coaching implemented may not be feasible for adoption in the general population of AYA with SB; however, it was well received by some, and further testing is needed to determine how to improve feasibility. This study provides useful information to guide future programs utilizing digital health and coaching.

Causal associations between type 2 diabetes mellitus, glycemic traits, dietary habits and the risk of pressure ulcers: univariable, bidirectional and multivariable Mendelian randomization

Objective

Previous research has established a connection between Type 2 Diabetes Mellitus (T2DM), glycemic traits, dietary habits, and the risk of Pressure Ulcers (PUs). The aim of our study is to disentangle any potential causal relationship between T2DM, glycemic traits, and dietary factors, and the risk of PUs.

Methods

The exposure and outcome datasets were sourced from the IEU Open GWAS project, the Meta-Analyses of Glucose and Insulin-related traits Consortium (MAGIC), and the FinnGen biobank, respectively. The primary MR analysis method employed was the inverse variance-weighted method. Furthermore, we employed multivariable MR (MVMR) adjusting for BMI. Then, we investigated the possibility of a reverse association between glycemic traits and PUs through bidirectional MR. Finally, Heterogeneity and pleiotropic analysis were conducted to ensure the accuracy and robustness of the results.

Results

The findings revealed that T2DM (OR = 1.282, 95% CI: 1.138-1.445, p < 0.001) and Fasting Glucose (FG; OR = 2.111, 95% CI: 1.080-4.129, p = 0.029) were associated with an increased risk of PUs, while salad/raw vegetable intake (OR: 0.014; 95% CI: 0.001-0.278; p = 0.005) was identified as a protective element. However, no other dietary elements demonstrated a statistically significant causality with PUs. In addition, in the reverse direction, there were positive correlation between genetic susceptibility to PUs and an increase in FG (OR: 1.007, 95% CI: 1.000-1.013, p = 0.048) and Fasting Insulin (FI; OR: 1.012, 95% CI: 1.003-1.022, p = 0.011). MVMR results indicated that the causal effect of T2DM on PUs was independent of BMI (OR: 1.260, 95% CI: 1.112-1.427, p < 0.001). These results remained robust when considering weak instrument bias, pleiotropy, and heterogeneity.

Conclusion

This study establishes a causal link between genetically predicted T2DM, FG and an increased risk of PUs. Conversely, Salad/raw vegetable intake is significantly inversely associated with PUs. Simultaneously, we identified two downstream effector factor (FG and FI) that were associated with PUs. These findings may have clinical implications for both prevention and treatment.

Exploring the effects of lateral pressure to the soft tissue of the buttocks during seating to preserve tissue perfusion

AIM

Pressure-ulcer occurrence in the seated patient is understudied. Preventative devices have been developed and are prescribed commonly, but there is little quantitative evidence of their effectiveness. This study explores the concept of a lateral pressure device, a prevention device that applies pressure to the sides of the seated buttocks, to reduce the amount of tissue distortion and blood-vessel occlusion. It is hypothesized that this device will reduce deep tissue injury by reducing the pressure at the bone-muscle interface, as demonstrated computationally in previous research. This study aimed to use oximetry to investigate the efficacy of the device in maintaining transcutaneous gas tensions of the tissue as close to baseline as possible.

METHODS

Oximetry electrodes were attached to participants' ischial tuberosity and greater trochanter for different amounts of lateral pressure. The amount of lateral pressure is a given percentage of the pressure due to the participants' underbody pressure.

RESULTS

The results show that 50 % lateral pressure is sufficient to produce an improvement in participants' gas tensions at their ischial tuberosity, without negatively impacting the tissue at their greater trochanter, relative to the control of sitting with no application of lateral pressure.

CONCLUSION

Despite a rudimentary prototype device design, and that participants each placed their own oximetry sensors, results support the application of lateral pressure as a method to maintain transcutaneous gas tensions. Further work should be carried out on a larger sample to consolidate these findings.

Therapeutic Potential of a Biodynamic Supplement on Skin Pressure Ulcers: A Randomized Clinical Study

Pressure ulcers (PUs) are a debilitating and often painful condition. They are localized lesions on the skin and/or underlying tissues and are common in the elderly, people with mobility difficulties, diabetics, and vascular disease or malnutrition, as well as in those requiring intensive or palliative care. The prevention and treatment of PUs involve strategies to optimize hydration, circulation, and nutrition. Nutrition plays a key role in pressure ulcer care because wounds require macronutrients and micronutrients to heal. Reports relating to the effectiveness of "Complementary Enzyme Therapy" also in the vulnological field led us to this study, the aim of which was to test the activity of a biodynamic food supplement (Citozym®) rich in carbohydrates, vitamins, and amylase and lactase and characterized by marked antioxidant activity. Citozym® administered topically and/or systemically, and in particular in both administrations, in patients suffering from Pus, has shown a marked reduction in bedsores and, in many cases, complete healing. Furthermore, it was possible to observe a lower incidence of side effects compared to conventional therapies. The results obtained, confirmed by various tests and recognized by the scientific community, allow us to conclude that treatment with Citozym® could represent a new and effective strategy for the treatment of PUs.

Causal effect of obesity and adiposity distribution on the risk of pressure ulcers and potential mediation by type 2 diabetes mellitus: insights from multivariable mendelian randomization and mediation analysis

Previous observational studies have identified a link between obesity, adiposity distribution, type 1 Diabetes Mellitus (T1DM), type 2 Diabetes Mellitus (T2DM), and the risk of pressure ulcers (PUs). However, the definitive causality between obesity and PUs, and potential DM mediators remains unclear. Univariable, multivariable, and mediation Mendelian randomization (MR) analyses were conducted to explore the mediating role of T1DM or T2DM in the association between obesity, adiposity distribution, and PUs. Instrumental variables for obesity and adiposity distribution, including Body Mass Index (BMI), waist circumference, hip circumference, trunk fat mass, whole body fat mass, trunk fat percentage, and body fat percentage, were selected from two genome-wide association studies (GWAS). In univariable MR analysis, BMI, hip circumference, and obesity were associated with PUs using inverse variance weighted (IVW) regression. These findings were further corroborated by the replication cohorts and meta-analysis (BMI: OR = 1.537, 95% CI = 1.294-1.824, p < 0.001; Hip circumference: OR = 1.369, 95% CI = 1.147-1.635, p < 0.001; Obesity: OR = 1.235, 95% CI = 1.067-1.431, p = 0.005), respectively. Even after adjusting for confounding factors such as T1DM and T2DM, BMI and hip circumference remained statistically significant in multivariable MR analyses. T2DM may mediate the pathogenesis of BMI-related (OR = 1.106, 95% CI = 1.054-1.160, p = 0.037) and obesity-related PUs (OR = 1.053, 95% CI = 1.034-1.973, p = 0.004). These findings provide insights for the prevention and treatment of PUs, particularly in patients with obesity or DM.

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.

Risk factors for pressure injuries in individuals with spinal cord injuries who have sarcopenic obesity: A comparison of time-dependent changes in sacral region pressure between individuals with and without sarcopenic obesity

OBJECTIVE

To identify the risk factors for pressure injuries in individuals with spinal cord injuries (SCIs) who have sarcopenic obesity, comparing time-dependent changes in sacral region pressure in individuals with and without sarcopenic obesity.

DESIGN

An experimental time series study.

SETTING

Single-center hospital.

PARTICIPANTS

Twenty-five adult participants with subacute and chronic paraplegia who visited our rehabilitation center, Republic of Korea, between May 2021 and June 2022.

INTERVENTIONS

Whole-body dual-energy X-ray absorptiometry was performed to diagnose sarcopenic obesity. After the participants were placed in the supine position for 1 hour, the average pressure (mmHg), peak pressure (mmHg), and total contact area (cm2) of the sacral region were measured using the pressure-mapping system.

RESULTS

Compared with the non-sarcopenic obesity group, the sarcopenic obesity group showed significant before-and-after differences in peak pressure. Furthermore, the risk factors that were significantly associated with peak pressure in the sarcopenic obesity group were the American Spinal Injury Association Impairment Scale score and the fat mass index.

CONCLUSION

Among participants with SCIs, the risk of pressure injuries is higher in the sarcopenic obesity group than in the non-sarcopenic obesity group. Notably, the risk of pressure injuries increases in participants who have complete injury and an increased fat mass index, indicating the importance of close monitoring and more active management to prevent pressure injuries in this subpopulation.

Dose-response relationships between body-mass index and pressure injuries occurrence in hospitalized patients: A multi-center prospective study

BACKGROUND

Pressure injuries (PIs) are one of the leading potentially preventable hospital-acquired complications associated with prolonged hospital length, poor quality of life and financial burden. The relationship between body mass index (BMI) and PIs occurrence is controversial.

OBJECTIVE

The aim of this study was to further examine relationships between BMI and PIs occurrence in hospitalized patients.

DESIGN

A multi-center prospective study.

SETTING

39 hospitals located in northwest China from April 2021 to July 2023.

PARTICIPANTS

175,960 hospitalized patients aged over 18 years were enrolled, and 170,800 patients were included in the final analysis.

METHODS

BMI and clinical characteristics were assessed at baseline. PIs assessment were performed by trained nurses, with data recorded for the presence, the location and stage of each PI. For staging PIs, the National Pressure Ulcer Advisory Panel（NPUAP） staging system were used. The multivariate logistic regressions analysis and restricted cubic splines (RCS) models were used to explore associations between BMI and PIs, adjusting for potential confounders.

RESULTS

Of 175,960 participants, 5160 were excluded from analyses. The multivariate logistic regression model identified a positive relationship between under-weight BMI and risk of PIs occurrence (OR = 1.60, 95% CI:1.18-2.17). We also found U shaped association between BMI and PIs occurrence (non-linear P < 0.001). BMI less than 23 kg/m2 significantly increased risk of PIs, and there was a tendency to increase risk of PIs at BMI higher than 30 kg/m2. We stratified participants by sex to further investigate their association and found the risk of PIs increases substantially in women at BMI below 17 kg/m2 and in men at BMI below 23 kg/m2.

CONCLUSIONS

The present study indicated that there was an approximate U shaped relationship between BMI and PIs occurrence, and this association was potentially different between men and women.

Hospital-acquired pressure injury prevention in people with a BMI of 30.0 or higher: A scoping review

AIM(S)

To: (1) explore current best practices for hospital-acquired pressure injury prevention in high BMI patients; (2) summarize nurses' experiences in preventing and managing them; (3) explore the association between a high BMI and occurrence and severity of pressure injury.

DESIGN

Exploratory.

METHODS

Scoping review.

DATA SOURCES

Ovid MEDLINE, EBSCO CINAHL Plus, JBI Evidence Synthesis, Scopus, Embase, clinical registries and grey literature (search dates: January 2009 to May 2021).

RESULTS

Overall, 1479 studies were screened. The included studies were published between 2010 and 2022. Five interventional studies and 32 best practice recommendations (Objective 1) reported low-quality evidence. Findings of thematic analysis reported in nine studies (Objective 2) identified nurses' issues as insufficient bariatric equipment, inadequate staffing, weight bias, fatigue, obese-related terminology issues, ethical dilemmas and insufficient staff education in high BMI patients' pressure injury prevention. No association between hospital-acquired pressure injury occurrence and high BMI were reported by 18 out of 28 included studies (Objective 3).

CONCLUSION

Quality of evidence was low for the interventional studies and best practice recommendations.

IMPLICATIONS FOR THE PROFESSION AND/OR PATIENT CARE

Current (2019) International Pressure Injury Guideline to be used despite the low quality of evidence of most best practice recommendations.

IMPACT STATEMENT

This study addressed hospital-acquired pressure injury prevention in high BMI patients. Greater proportion of studies in this review found no association between high BMI and occurrence of hospital-acquired pressure injury. Nurses need educational interventions on pressure injury prevention in high body mass index people, sufficient staffing for repositioning and improved availability of bariatric equipment.

REPORTING METHOD

We adhered to relevant EQUATOR guidelines, PRISMA extension for scoping reviews.

PATIENT OR PUBLIC CONTRIBUTION

No patient or public contribution. WHAT DOES THIS PAPER CONTRIBUTE TO THE WIDER GLOBAL CLINICAL COMMUNITY?: Larger clinical trials are needed on repositioning frequency, support surfaces, prophylactic dressings and risk assessment tools to inform clinical practice guidelines on pressure injury prevention in high BMI people.

PROTOCOL REGISTRATION

Wound Practice and Research (https://doi.org/10.33235/wpr.29.3.133-139).

Hematologic and Serum Biochemical Values Associated With Different Stages of Hospital-Acquired Pressure Injuries in Patients: A Retrospective Study

PURPOSE

The primary purpose of this study was to determine whether hematologic and serum biochemical values used as indicators of nutritional status, anemia, and/or infection were associated with the risk of hospital-acquired pressure injuries (PIs) and stage of PIs in patients.

DESIGN

A retrospective review of medical records.

SUBJECTS AND SETTING

Data were collected from medical records including official PI records and PI incident reports of inpatients at a teaching hospital in Taiwan between January 2019 and October 2020.

METHODS

We collected demographic variables of the inpatients and their hematologic and serum biochemical values within 1 day of PI occurrence (including the day of PI occurrence), 6 to 7 days before PI occurrence, and 13 to 14 days before PI occurrence.

RESULTS

Among the 309 inpatients with official PI records, 105 (34.0%) had Stage 1 PIs, 131 (42.4%) had Stage 2 or 3 PIs, and 73 (23.6%) had unstageable or suspected deep tissue injuries. After controlling for the type of department where PIs occurred and length of hospital stay up to the day of PI occurrence, we found significant differences in levels of hemoglobin (odds ratio [OR] = 0.47, P = .009) within 1 day of PI occurrence and in albumin (OR = 0.30, P = .001) 13 to 14 days before PI occurrence.

CONCLUSIONS

Study findings suggest that lower hemoglobin levels on the day of PI occurrence and lower albumin levels 2 weeks before PI occurrence resulted in a significantly higher risk of developing unstageable or suspected deep tissue injuries than of developing Stage 1 PIs.

A simplified BRADEN scale for the risk of developing pressure injuries

BACKGROUND

Pressure injuries (PIs) are a major problem for healthcare providers, impacting both care costs and patients' quality of life, although they are predominately preventable. These injuries are especially present in Intensive Care Units (ICUs) as a result of the severity of the clinical conditions of patients in this unit.

AIM

To develop a simplified version of the Braden scale by removing two of the most subjective subscores-Nutrition and Sensory Perception-in an attempt to reduce the chance of errors by the nursing team during the application of the scale.

STUDY DESIGN

A cross-sectional study was conducted on data collected from patients admitted to the ICU of a private Brazilian tertiary hospital. The resulting data consisted of 5194 patients, 6353 hospital admissions, and 6974 ICU stays. The overall prevalence of PI was 1.09%.

RESULTS

The T-test showed that both the Braden and the simplified Braden scores were significantly different between patients with and without PI (p < .001). Patients who developed PIs scored lower than those who did not. The area under the Receiver Operating Characteristic curve of the Braden Scale was 74.21% (95% CI: 68.61%-79.8%) and of the simplified scale was 72.54% (95% CI: 66.87%-78.22%). The Positive Predictive Value of the Braden Scale was 3.17% when interpolated at the same sensitivity as the simplified scale (47.37%), which achieved 3.26%.

CONCLUSIONS

By removing two of the six subscores of the Braden scale we propose a new tool for identifying patients at risk of developing PI in a more objective and fast way. Our results show that classification performance had little negative impact.

RELEVANCE TO CLINICAL PRACTICE

A simplified, less subjective scale allows for more precise and less time-consuming risk classification.

Pressure ulcers in patients with COVID-19 acute respiratory distress syndrome undergoing prone positioning in the intensive care unit: A pre- and post-intervention study

BACKGROUND

Prone positioning has been widely used to improve oxygenation and reduce ventilator-induced lung injury in patients with severe COVID-19 acute respiratory distress syndrome (ARDS). One major complication associated with prone positioning is the development of pressure ulcers (PUs).

AIM

This study aimed to determine the impact of a prevention care bundle on the incidence of PUs in patients with COVID-19 ARDS undergoing prone positioning in the intensive care unit.

STUDY DESIGN

This was a single-centre pre and post-test intervention study which adheres to the Standards for Reporting Implementation Studies (StaRI) guidelines. The intervention included a care bundle addressing the following: increasing frequency of head turns, use of an open gel head ring, application of prophylactic dressings to bony prominences, use of a pressure redistribution air mattress, education of staff in the early identification of evolving PUs through regular and rigorous skin inspection and engaging in bedside training sessions with nursing and medical staff. The primary outcome of interest was the incidence of PU development. The secondary outcomes of interest were severity of PU development and the anatomical location of the PUs.

RESULTS

In the pre-intervention study, 20 patients were included and 80% (n = 16) of these patients developed PUs, comprising 34 ulcers in total. In the post-intervention study, a further 20 patients were included and 60% (n = 12) of these patients developed PUs, comprising 32 ulcers in total. This marks a 25% reduction in the number of patients developing a PU, and a 6% decrease in the total number of PUs observed. Grade II PUs were the most prevalent in both study groups (65%, n = 22; 88%, n = 28, respectively). In the post-intervention study, there was a reduction in the incidence of grade III and deep tissue injuries (pre-intervention 6%, n = 2 grade III, 6% n = 2 deep tissue injuries; post-intervention no grade III ulcers, grade IV ulcers, or deep tissues injuries were recorded). However, there was an increase in the number of unstageable PUs in the post-intervention group with 6% (n = 2) of PUs being classified as unstageable, meanwhile there were no unstageable PUs in the pre-intervention group. This is an important finding to consider as unstageable PUs can indicate deep tissue damage and therefore need to be considered alongside PUs of a more severe grade (grade III, grade IV, and deep tissue injuries).

CONCLUSION

The use of a new evidence-based care bundle for the prevention of PUs in the management of patients in the prone position has the potential to reduce the incidence of PU development. Although improvements were observed following alterations to standard practice, further research is needed to validate these findings.

RELEVANCE TO CLINICAL PRACTICE

The use of a new, evidence-based care bundle in the management of patients in the prone position has the potential to reduce the incidence of PUs.

Body Mass Index as a Major Prognostic Contributing Factor in COVID-19: A Multicentral Egyptian Study

Background

Extreme body mass index (BMI) is an influential pathophysiological risk factor for serious illnesses following lower respiratory tract infection. The purpose of the current study was to examine how the BMI of Coronavirus disease-19 (COVID-19) patients affects their prognosis.

Methods

Two hundred patients with COVID-19 admitted to Al-Azhar, Qena, Aswan, and Sohag University hospitals in Egypt were included and categorized into four groups according to their BMI. The diagnosis was made according to a real-time reverse transcription-polymerase chain reaction (rRT-PCR) positive result for the SARS-CoV-2 nucleic acid in swabs from upper respiratory tract. A detailed history, clinical examination, and outcomes (disease severity and complications, hospital stay, ICU admission, mortality) were recorded for all patients. SPSS version 24 software was used for data analysis.

Results

Average age of participants (19-90 years old), 92 (46%) males and 108 females (54%). ICU admission was significantly higher among underweight patients (75%) and obese patients (78.6%). The majority of underweight (62.5%) and obese (57.1%) patients had critical disease. Invasive mechanical ventilation (MV) is frequently used in underweight (50%) and obese patients (42.9%) patients. Adult respiratory distress syndrome (ARDS), cardiac, neurological, and hematological complications, and incidence of myalgia and bed sores were most frequent among obese and overweight patients. Acute kidney injury was significantly higher among underweight patients (37.5%) and obese patients (28.6%) than among other classes (p=0.004). Frequency of endocrine complications was significantly higher in underweight patients than that in other classes (p=0.01). The majority of underweight (75%) and obese patients (50%) deteriorated and died, whereas the majority of normal-weight patients (90.3%) and overweight patients (75.8%) improved and were discharged (p< 0.001).

Conclusion

Body mass index is a major contributing factor to the outcome of patients with COVID-19, and patients with extreme of body mass index were associated with the worst prognosis.

Pressure ulcer incidence in critically ill patients: Role of body mass index, nutrition therapy, and other non-nutritional factors

OBJECTIVE

To assess the clinical and nutritional risk factors related to the occurrence of pressure ulcers (PUs) in patients admitted to an Intensive Care Unit (ICU).

METHODS

This is a cohort retrospective study, carried out by analyzing the medical records of patients admitted to the ICU of a hospital, containing information on sociodemographic, clinical, dietary, and anthropometric data, presence of mechanical ventilation, sedation, and use of noradrenaline. To verify the clinical and nutritional risk factors, multivariate Poisson's regression with robust variance was used to estimate the relative risk (RR) according to the explanatory variables.

RESULTS

A total of 130 patients were evaluated from January 1 to December 31, 2019. The incidence of PUs in the study population was 29.2%. In univariate analysis, male sex, suspended or enteral diet, use of mechanical ventilation, and sedatives had a significant association with the PUs (p < 0.05). However, when adjusted for potential confounders, only suspended diet remained associated with the PUs. Furthermore, in an analysis stratified by hospitalization time, it was observed that for each 1 kg/m² increase in body mass index, there is a 10% increased risk of PUs occurrence (RR: 1.10; 95%CI: 1.01-1.23).

CONCLUSION

Patients with suspended diet, diabetics, with longer-time hospitalization, and overweight have a higher risk of presenting pressure ulcers.

Pressure eye: In-bed contact pressure estimation via contact-less imaging

Computer vision has achieved great success in interpreting semantic meanings from images, yet estimating underlying (non-visual) physical properties of an object is often limited to their bulk values rather than reconstructing a dense map. In this work, we present our pressure eye (PEye) approach to estimate contact pressure between a human body and the surface she is lying on with high resolution from vision signals directly. PEye approach could ultimately enable the prediction and early detection of pressure ulcers in bed-bound patients, that currently depends on the use of expensive pressure mats. Our PEye network is configured in a dual encoding shared decoding form to fuse visual cues and some relevant physical parameters in order to reconstruct high resolution pressure maps (PMs). We also present a pixel-wise resampling approach based on Naive Bayes assumption to further enhance the PM regression performance. A percentage of correct sensing (PCS) tailored for sensing estimation accuracy evaluation is also proposed which provides another perspective for performance evaluation under varying error tolerances. We tested our approach via a series of extensive experiments using multimodal sensing technologies to collect data from 102 subjects while lying on a bed. The individual's high resolution contact pressure data could be estimated from their RGB or long wavelength infrared (LWIR) images with 91.8% and 91.2% estimation accuracies in PCS_efs0.1 criteria, superior to state-of-the-art methods in the related image regression/translation tasks.

Characteristics of Patients with Pressure Injuries in a COVID-19 Referral Hospital

OBJECTIVE

This retrospective study aimed to describe the characteristics of patients treated at a COVID-19 referral hospital from March 2020 to June 2021 who experienced pressure injuries (PIs) either before or after admission.

METHODS

The researchers collected and analyzed data on patients' demographic characteristics, symptoms, comorbidities, location and severity of PI, laboratory values, oxygen therapy, length of stay, and vasopressor use.

RESULTS

During the study period, 1,070 patients were hospitalized for COVID-19 with varying degrees of severity, and 12 patients were diagnosed with PI. Eight (66.7%) of the patients with PI were men. The median age was 60 (range, 51-71) years, and half of the patients had obesity. Eleven of the patients with PI (91.4%) had at least one comorbid condition. The sacrum and gluteus were the two most commonly affected sites. Those with stage 3 PI had a substantially greater median d-dimer value (7,900 ng/mL) than patients with stage 2 PI (1,100 ng/mL). The average length of stay was 22 (range, 9.8-40.3) days.

CONCLUSIONS

Health professionals should be aware of an increase in d-dimer in patients with COVID-19 and PI. Even though PIs in these patients might not result in mortality, an increase in morbidity can be avoided with the right care.

Incidence and Characteristics of Suspected Deep Tissue Pressure Injuries on the Foot and Ankle: A Retrospective Study

PURPOSE

The purpose of this study was to measure the incidence of suspected deep tissue pressure injuries (DTPIs) in patients admitted to the hospital, describe their location, identify the related hospital length of stay, and explore any associations between intrinsic or extrinsic factors relevant to DTPI development.

DESIGN

Retrospective review/audit of clinical data.

SUBJECTS AND SETTING

We reviewed pertinent medical data from patients reported as developing a suspected deep tissue injury during hospital admission from January 2018 to March 2020. The study setting was a large tertiary public health service in Victoria, Australia.

METHODS

Patients who developed a suspected deep tissue injury during hospital admission between January 2018 and March 2020 were identified through the hospital online risk recording system. Data were extracted from the relevant health records, including demographics, admission data, and pressure injury data. The incidence rate was expressed per 1000 patient admissions. Multiple regression analyses were used to determine associations between the time (days) to develop a suspected deep tissue injury and intrinsic (patient level) or extrinsic (hospital level) factors.

RESULTS

Six hundred fifty-one pressure injuries were recorded during the audit period. A minority (9.5%; n = 62) of patients developed a suspected deep tissue injury; all were located on the foot and ankle. The incidence of suspected deep tissue injuries was 0.18 per 1000 patient admissions. The mean length of stay among patients who developed a DTPI was 59.0 (SD = 51.9) days as compared to a mean of 4.2 (SD = 11.8) days for all patients admitted to the hospital during this period. Multivariate regression analysis determined that the longer time (in days) to develop a pressure injury was associated with having a higher body weight (Coef = 0.02; 95% CI = 0.00 to 0.04; P = .043), not having off-loading (Coef =-3.63; 95% CI =-6.99 to -0.27; P = .034), and an increasing number of ward transfers (Coef = 0.46; 95% CI = 0.20 to 0.72; P = .001).

CONCLUSIONS

Findings identified factors that may play a role in the development of suspected deep tissue injuries. A review of risk stratification in health services may be beneficial, with consideration to adjustments of procedural assessments of patients at risk.

Cross-setting Comparison of Risk Factors for Pressure Injuries Acquired in Post-Acute Care

GENERAL PURPOSE

To provide information on the association between risk factors and the development of new or worsened stage 2 to 4 pressure injuries (PIs) in patients in long-term care hospitals (LTCHs), inpatient rehabilitation facilities (IRFs), and skilled nursing facilities (SNFs).

TARGET AUDIENCE

This continuing education activity is intended for physicians, physician assistants, nurse practitioners, and nurses with an interest in skin and wound care.

LEARNING OBJECTIVES/OUTCOMES

After participating in this educational activity, the participant will:1. Compare the unadjusted PI incidence in SNF, IRF, and LTCH populations.2. Explain the extent to which the clinical risk factors of functional limitation (bed mobility), bowel incontinence, diabetes/peripheral vascular disease/peripheral arterial disease, and low body mass index are associated with new or worsened stage 2 to 4 PIs across the SNF, IRF, and LTCH populations.3. Compare the incidence of new or worsened stage 2 to 4 PI development in SNF, IRF, and LTCH populations associated with high body mass index, urinary incontinence, dual urinary and bowel incontinence, and advanced age.

Using pressure mapping intraoperatively to prevent pressure ulcers-A quasi-experimental study

Background and Aim

Patients undergoing surgery are at high risk of developing pressure ulcers. However, pressure ulcer prevention in the operating room department is demanding and restricted. New techniques, such as continuous pressure mapping that visualizes interface pressure, are now available. The aim of the study was to determine whether pressure mapping information of interface pressure intraoperatively leads to (1) more frequent intraoperative micro repositioning and a reduced amount of pressure on the sacrum area and (2) a lower frequency of pressure ulcer development.

Methods

A quasi-experimental ABA design was used. A total of 116 patients undergoing surgery were included. During the B phase, the need to consider repositioning the patient according to interface pressure readings was initiated.

Results

The result showed that there was significantly higher interface pressure in the A2 phase than in the B phase. Micro repositioning of the patient during surgery was performed in the B phase, but not in the A phase. The regression model showed that a higher BMI was associated with higher interface pressure. None of the patients developed hospital-acquired pressure ulcers up to Day 1 postoperatively.

Conclusion

Pressure mapping involves moving away from expert opinion and tradition towards objective assessment and flexibility and we see the benefits of using pressure-mapping equipment in operating room contexts. However, more research is needed in this area.

Effect of mattress bedding layer structure on pressure relief performance and subjective lying comfort

Mattresses' pressure relief performance and comfort largely affect sleep quality. Mattress filling materials have been proven to affect the interface pressure distribution and comfort, but the effect of mattress structure is unclear. In this paper, the interface pressure distribution and subjective comfort of 10 subjects were assessed in the different bedding layer structures of mattresses, after mattress support performance was tested. The results show that the mattresses with bedding material hardness gradually increasing from the top layer to the bottom layer (BMH-ITTB) structure have a softer surface layer, a better support core layer, and higher fitness. This enables the mattress to achieve a better decompression effect. The low-pressure area (PAI_≤0.67kPa) increased, while the high-pressure area (PAI_≥2.67kPa and PAI_≥4.00kPa), maximum pressure (P₉₅), average pressure (P₅₀), and pressure index (PI) decreased. This also enables the mattress to achieve higher subjective comfort scores.

Adipose Tissue in Peripheral Obesity as an Assessment Factor for Pressure Ulcers

Scope and Significance: Pressure ulcers are very difficult to treat and pose an economic burden, just below cancer and cardiovascular illness, at 4.82 billion U.S. dollars. It is important to understand the pathophysiology of the condition, risk stratification, and ways of preventing it. Prevention forms the most important aspect of their management. The authors systematically evaluated the existing risk prediction scales and explored the evidence from literature regarding the role of additional factors including body mass index, obesity, subcutaneous tissue thickness, and skin integrity in pressure ulcers. With this review it is hoped that the future management of pressure ulcers will concentrate on the preventable and alterable factors in its pathophysiology. Translational Relevance: The review focuses on how adipose tissue thickness can predict the occurrence of pressure ulcer. If adequately proved that a definite thickness of peripheral adipose tissue is efficient in prevention of pressure ulcers, then methods of maintaining the thickness of this tissue will be the next effective strategy in the management of this chronic issue. Clinical Relevance: The review addresses the management of pressure ulcers to wound care providers and emphasize on confounding parameters of obesity, subcutaneous tissue thickness, and skin integrity during the treatment regimen of pressure ulcers. Objectives: The main objective of this review is to draw a consensus concerning the role of adipose tissue in pressure ulcers, based on the published research. A review of the various preexisting predictive scales for pressure ulcers is a secondary objective to highlight the shortcomings in ulcer management. This review finally aims in the future at paving a way to refine our prognosticating scales for pressure sores based on these results. Accurate preventative injury risk scales are needed so that preventative resources can be directed to the patients for whom they are the most appropriate.

Establishment of a model for predicting the outcome of induced labor in full-term pregnancy based on machine learning algorithm

To evaluate and establish a prediction model of the outcome of induced labor based on machine learning algorithm. This was a cross-sectional design. The subjects were divided into primipara and multipara, and the risk factors for the outcomes of induced labor were assessed by multifactor logistic regression analysis. The outcome model of labor induced with oxytocin (OT) was constructed based on the four machine learning algorithms, including AdaBoost, logistic regression, naive Bayes classifier, and support vector machine. Factors, such as accuracy, recall, precision, F1 value, and receiver operating characteristic curve, were used to evaluate the prediction performance of the model, and the clinical application of the model was verified. A total of 907 participants were included in this study. Logistic regression algorithm obtained better results in both primipara and multipara groups compared to the other three models. The accuracy of the model for the prediction of "successful induction of labor" was 94.24% and 96.55%, and that of "failed induction of labor" was 65.00% and 66.67% in the primipara and the multipara groups, respectively. This study established a prediction model of OT-induced labor based on the Logistic regression algorithm, with rapid response, high accuracy, and strong extrapolation, which was critical for obstetric clinical nursing.

The Role of Smoking and Body Mass Index in Mortality Risk Assessment for Geriatric Hip Fracture Patients

Background

Smoking, obesity, and being below a healthy body weight are known to increase all-cause mortality rates and are considered modifiable risk factors. The purpose of this study is to assess whether adding these risk factors to a validated geriatric inpatient mortality risk tool will improve the predictive capacity for hip fracture patients. We hypothesize that the predictive capacity of the Score for Trauma Triage in the Geriatric and Middle-Aged (STTGMA) tool will improve.

Methodology

Between October 2014 and August 2021, 2,421 patients >55-years-old treated for hip fractures caused by low-energy mechanisms were analyzed for demographics, injury details, hospital quality measures, and mortality. Smoking status was recorded as a current every-day smoker, former smoker, or never smoker. Smokers (current and former) were compared to non-smokers (never smokers). Body mass index (BMI) was defined as underweight (<18.5 kg/m²), healthy weight (18.5-24.9 kg/m²), overweight (25.0-24.9 kg/m²), or obese (>30 kg/m²). The baseline STTGMA tool for hip fractures (STTGMAHIP_FX_SCORE) was modified to include patients’ BMI and smoking status (STTGMA_MODIFIABLE), and new mortality risk scores were calculated. Each model’s predictive ability was compared using DeLong’s test by analyzing the area under the receiver operating curves (AUROCs). Comparative analyses were conducted on each risk quartile.

Results

A comparison of smokers versus non-smokers demonstrated that smokers experienced higher rates of inpatient (p = 0.025) and 30-day (p = 0.048) mortality, myocardial infarction (p < 0.01), acute respiratory failure (p < 0.01), and a longer length of stay (p = 0.014). Comparison among BMI cohorts demonstrated that underweight patients experienced higher rates of pneumonia (p = 0.033), decubitus ulcers (p = 0.046), and the need for an intensive care unit (ICU) (p < 0.01). AUROC comparison demonstrated that STTGMA_MODIFIABLE significantly improved the predictive capacity for inpatient mortality compared to STTGMAHIP_FX_SCORE (0.792 vs. 0.672, p = 0.0445). Quartile stratification demonstrated the highest risk cohort had a longer length of stay (p < 0.01), higher rates of inpatient (p < 0.01) and 30-day mortality (p < 0.01), and need for an ICU (p < 0.01) compared to the minimal risk cohort. Patients in the lowest risk quartile were most likely to be discharged home (p < 0.01).

Conclusions

Smoking, obesity, and being below a healthy body weight increase the risk of perioperative complications and poor outcomes. Including smoking and BMI improves the STTGMAHIP_FX_SCORE tool to predict mortality and risk stratify patient outcomes. Because smoking, obesity, and being below a healthy body weight are modifiable patient factors, providers can counsel patients and implement lifestyle changes to potentially decrease their risk of longer-term poor outcomes, especially in the setting of another fracture. For patients who are former smokers, providers can use this information to encourage continued restraint and healthy choices.

Improving Pressure Injury Prevention by Using Wearable Sensors to Cue Critical Care Patient Repositioning

BACKGROUND

Repositioning patients at regular intervals is the standard of care for pressure injury prevention, yet compliance with routine repositioning schedules can be hard to achieve in busy critical care environments. Cueing technology may help improve repositioning compliance.

OBJECTIVE

To determine whether using wearable patient sensors to cue nurses about patients' repositioning needs could improve compliance with an every-2-hour repositioning protocol.

METHODS

A sequential pretest-posttest study design was used in a 12-bed medical intensive care unit. The study occurred in 2 phases. In phase 1, eligible patients wore a triaxial accelerometer-based sensor; nurses were blinded to the data. In phase 2, the sensor technology provided staff with visual cues about patients' positions and repositioning needs. The primary measure was repositioning protocol compliance, which was compared between phase 1 and phase 2 with weighted t tests. Unit staff members were surveyed before the start of phase 1 and at the end of phase 2.

RESULTS

In phase 1, 25 patients met the inclusion criteria. Phase 2 began 1 day after phase 1 and included 29 patients. In phase 1, repositioning compliance was 55%, and the mean repositioning interval was 3.8 hours. In phase 2, repositioning protocol compliance increased to 89%, and the mean repositioning interval was 2.3 hours. Nursing staff survey results showed improved teamwork in phase 2.

CONCLUSION

Visual cueing about patients' mobility needs is associated with increased compliance with the facility repositioning protocol.

Characteristics of Nursing Home Resident Movement Patterns: Results from the TEAM-UP Trial

OBJECTIVE

To determine movement patterns of nursing home residents, specifically those with dementia or obesity, to improve repositioning approaches to pressure injury (PrI) prevention.

METHODS

A descriptive exploratory study was conducted using secondary data from the Turn Everyone And Move for Ulcer Prevention (TEAM-UP) clinical trial examining PrI prevention repositioning intervals. K-means cluster analysis used the average of each resident's multiple days' observations of four summary mean daily variables to create homogeneous movement pattern clusters. Growth mixture models examined movement pattern changes over time. Logistic regression analyses predicted resident and nursing home cluster group membership.

RESULTS

Three optimal clusters partitioned 913 residents into mutually exclusive groups with significantly different upright and lying patterns. The models indicated stable movement pattern trajectories across the 28-day intervention period. Cluster profiles were not differentiated by residents with dementia (n = 450) or obesity (n = 285) diagnosis; significant cluster differences were associated with age and Braden Scale total scores or risk categories. Within clusters 2 and 3, residents with dementia were older (P < .0001) and, in cluster 2, were also at greater PrI risk (P < .0001) compared with residents with obesity; neither group differed in cluster 1.

CONCLUSIONS

Study results determined three movement pattern clusters and advanced understanding of the effects of dementia and obesity on movement with the potential to improve repositioning protocols for more effective PrI prevention. Lying and upright position frequencies and durations provide foundational knowledge to support tailoring of PrI prevention interventions despite few significant differences in repositioning patterns for residents with dementia or obesity.

The association between obesity and pressure ulcer development in critically ill patients: A prospective cohort study

BACKGROUND

Pressure ulcers (PUs) are one of the leading potentially preventable adverse events in the hospital. Critically ill patients are at risk for the development of PUs. The primary aim of the study was to investigate the relation of PUs and obesity in critically ill ICU patients.

METHODS

A single center prospective cohort study was conducted on adult patients with obesity (defined as a body mass index BMI ≥ 30 kg/m²) and patients without obesity (BMI 18-25 kg/m²) admitted to the intensive care unit between May 2013 and July 2017 with an ICU length of stay of at least 3 days without pre-existing PUs at admission.

RESULTS

851 of 1205 patients (70.6%) had a normal BMI and 354 (29.4%) had a BMI ≥ 30 kg/m² and were considered obese. Overall, 157 patients (13.0%) developed PUs; 112/851 (13.2%) of patients without obesity and 45/354 (12.7%) of patients with obesity (p = 0.907). There was no difference in the severity (p = 0.609) and PU location (p = 0.261). Mean days to PU development was 11.1; 11.7 days for patients without obesity and 9.5 days for patients with obesity (p = 0.270). Mean days to PU recovery was 13.2, which was 14.1 days for patients without obesity and 10.8 days for patients with obesity (p = 0.215). A multivariate logistic regression model showed no significant correlation between the occurrence of PUs in the ICU and obesity (OR 0.875 with 95% CI 0.528-1.448, p = 0.594). Subgroup analysis showed that patients with morbid obesity (BMI ≥ 40 kg/m²) developed PUs earlier during ICU admission when compared to patients without obesity (p = 0.004).

CONCLUSION

Our study demonstrates that obesity is not an independent risk factor for the development of PUs in the ICU. However, patients with morbid obesity might develop PUs earlier compared to patients without obesity.

Heterogeneity hampers the identification of general pressure injury risk factors in intensive care populations: A predictive modelling analysis

OBJECTIVE

To determine risk factors for pressure injury in distinct intensive care subpopulations according to admission type (Medical; Surgical elective; Surgery emergency; Trauma/Burns).

METHODOLOGY/DESIGN

Predictive modelling using generalised linear mixed models with backward elimination on prospectively gathered data of 13 044 adult intensive care patients.

SETTINGS

1110 intensive care units, 89 countries worldwide.

MAIN OUTCOME MEASURES

Pressure injury risk factors.

RESULTS

A generalised linear mixed model including admission type outperformed a model without admission type (p = 0.004). Admission type Trauma/Burns was not withheld in the model and excluded from further analyses. For the other three admission types (Medical, Surgical elective, and Surgical emergency), backward elimination resulted in distinct prediction models with 23, 17, and 16 predictors, respectively, and five common predictors only. The Area Under the Receiver Operating Curve was 0.79 for Medical admissions; and 0.88 for both the Surgical elective and Surgical emergency models.

CONCLUSIONS

Risk factors for pressure injury differ according to whether intensive care patients have been admitted for medical reasons, or elective or emergency surgery. Prediction models for pressure injury should target distinct subpopulations with differing pressure injury risk profiles. Type of intensive care admission is a simple and easily retrievable parameter to distinguish between such subgroups.

Dynamic Risk Prediction for Hospital-Acquired Pressure Injury in Adult Critical Care Patients

Supplemental Digital Content is available in the text.

Accurately measuring the risk of pressure injury remains the most important step for effective prevention and intervention. Time-dependent risk factors for pressure injury development in the adult intensive care unit setting are not well understood.

Skin Failure Among Critically Ill Patients Afflicted with Coronavirus Disease 2019 (COVID-19)

Objective: To characterize skin integrity among coronavirus disease 2019 (COVID-19) patients treated in the intensive care unit (ICU), and identify risk factors for skin failure (SF) in these patients. Design: The characteristic, profound pro-inflammatory, hypercoagulable state of COVID-19 is manifested by the high severity of illness and extensive organ dysfunction observed in these patients. SF in critically ill patients, although described previously, exhibits a uniquely complex pathogenesis in this population. Patients: Retrospective review of all COVID-19 patients (confirmed positive for severe acute respiratory syndrome coronavirus-2 [SARS-CoV-2]) admitted to a single surgical ICU for at least 48 hours between March-June 2020. Interventions: Data were extracted from a COVID-19 institutional data repository that harvested data from electronic health records and other clinical data sources. Demographics; coagulation/inflammation biomarkers; number, location, and stage of SF lesions; resource utilization; and outcomes were captured. Measurements and Main Results: 64 patients met inclusion criteria; 51 (80%) developed SF (SF+ ). Forty-three (85%) developed stage 3 or higher SF (χ²  =  22.66, P < .0001). Thirty-nine of 51 (76%) SF+ patients developed more than one SF lesion (χ²  =  13.26, P  =  .0003). SF+ patients manifested a profound pro-inflammatory, hypercoagulable phenotype (lower serum albumin and higher ferritin, interleukin [IL]-6 and D-dimer concentrations [all, P < .001]). Durations of mechanical ventilation, vasopressor therapy, and ICU length of stay were significantly longer (all, P < .05) in the SF + patients. Conclusions: The unique characteristics of COVID-19 dermatopathology and the strong correlation between markers of inflammation and development of SF reflect COVID-19-related organ dysfunction and its deleterious effects on the microcirculation. Considering that skin is invaded directly by SARS-CoV-2 and affected by COVID-19-related immune complex deposition and microthrombosis, SF may reflect disease as opposed to pressure injuries related to processes of care. In the context of COVID-19 critical illness, SF should not be considered a "never event."

Association of overweight and obesity with the prevalence and incidence of pressure ulcers: A systematic review and meta-analysis

BACKGROUND & AIM

Pressure ulcers challenge the health status, complicate medical conditions, and affect quality of life. The aim of this systematic review and meta-analysis was to investigate the role of obesity and body weight status, as potentially modifiable risk factors, in the incidence and prevalence of pressure ulcers.

METHODS

A systematic search of observational studies was performed to assess documents published between January 1990 and December 2019 in PubMed and Scopus. Finally, 17 articles with total sample size of 2228724 in the prevalence and 218178 in the incidence study were included in the meta-analysis.

RESULTS

The pooled data analysis showed no significant effect of obesity on odds of pressure ulcers' prevalence (OR 0.91, 95% CI 0.65 to 1.27, P = 0.579, I² = 84.8%) or incidence (OR 0.97, 95% CI 0.56 to 1.66, P = 0.905, I² = 89.8%) compared with non-obese individuals. Overweight was associated with significantly lower odds of prevalence of pressure ulcers compared to non-overweight individuals (OR 0.54, 95% CI 0.33 to 0.88, P = 0.014, I² = 90.2%). The subgroup analyses showed significantly higher odds of prevalence (OR 2.38, 95% CI 1.72 to 3.29, P < 0.001, I² = 63.4%) and incidence (OR 2.28, 95% CI 1.77 to 2.94, P < 0.001, I² = 27.9%) of pressure ulcers in the underweight compared to normal weight groups. Pooled data analyses showed significantly lower odds of prevalence (OR 0.6, 95% CI 0.37 to 0.96, P = 0.034, I² = 82%) and incidence (OR 0.72, 95% CI 0.53 to 0.98, P = 0.039, I² = 67.1%) of pressure ulcers in the overweight than normal weight individuals. The findings showed no significant differences in the odds of prevalence or incidence of pressure ulcers in the obese and morbidly obese compared to normal weight individuals.

CONCLUSION

This systematic review and meta-analysis showed no significant effect of obesity or morbid obesity on the odds of pressure ulcers. Additionally, overweight was associated with lower odds of pressure ulcers while underweight significantly increased the odds of pressure injuries.

The Impact of Obesity in Critical Illness

The prevalence of obesity is rising worldwide. Adipose tissue exerts anatomic and physiological effects with significant implications for critical illness. Changes in respiratory mechanics cause expiratory flow limitation, atelectasis, and V̇/Q̇ mismatch with resultant hypoxemia. Altered work of breathing and obesity hypoventilation syndrome may cause hypercapnia. Challenging mask ventilation and peri-intubation hypoxemia may complicate intubation. Patients with obesity are at increased risk of ARDS and should receive lung-protective ventilation based on predicted body weight. Increased positive end expiratory pressure (PEEP), coupled with appropriate patient positioning, may overcome the alveolar decruitment and intrinsic PEEP caused by elevated baseline pleural pressure; however, evidence is insufficient regarding the impact of high PEEP strategies on outcomes. Venovenous extracorporeal membrane oxygenation may be safely performed in patients with obesity. Fluid management should account for increased prevalence of chronic heart and kidney disease, expanded blood volume, and elevated acute kidney injury risk. Medication pharmacodynamics and pharmacokinetics may be altered by hydrophobic drug distribution to adipose depots and comorbid liver or kidney disease. Obesity is associated with increased risk of VTE and infection; appropriate dosing of prophylactic anticoagulation and early removal of indwelling catheters may decrease these risks. Obesity is associated with improved critical illness survival in some studies. It is unclear whether this reflects a protective effect or limitations inherent to observational research. Obesity is associated with increased risk of intubation and death in SARS-CoV-2 infection. Ongoing molecular studies of adipose tissue may deepen our understanding of how obesity impacts critical illness pathophysiology.

Evaluating the sensitivity, specificity and clinical utility of algorithms of spatial variation in sub-epidermal moisture (SEM) for the diagnosis of deep and early-stage pressure-induced tissue damage

BACKGROUND

Sub-epidermal moisture (SEM) is a measurable biomarker detecting early pressure damage in order to objectively support current 'gold standard' skin tissue assessments (STA) for the detection of deep and early-stage pressure-induced injuries or ulcers (PI/PUs).

OBJECTIVE

A multi-site, dual arm, cross sectional, retrospective study was conducted to evaluate the sensitivity, specificity and clinical utility of spatial variation in SEM readings between healthy and damaged skin tissue.

METHOD

The study enrolled 175 subjects: 125 with confirmed PI/PUs or suspected deep tissue injury (sDTI), and 50 confirmed healthy subjects. Expert principal investigators and PI/PU healthcare practitioners (HCPs) evaluating all subjects were trained in SEM measurements but blinded to clinical interpretation of SEM readings. Sequential and spatial SEM readings of the sacrum and heels, subjects' demographic data, STAs, risk assessment tool scores (RATS), pain assessment and potential confounders were recorded. Independent statistical analyses were performed.

RESULTS

Mean spatial SEM measures within subjects with healthy tissue and within subjects with damaged tissue were statistically similar. Mean spatial SEM measures within anatomies of subjects with damaged tissue were significantly different (p<0.05). There was no significant difference between spatial readings in healthy subjects. Algorithms computing a range of SEM delta thresholds indicated a sensitivity of 82-87% and a specificity of 51-88% at an SEM delta ≥0.6. Receiver operating characteristic (ROC) curves computed areas under the curve (AUC) of 0.7809-0.9181 (95% CI: 0.7221-0.8817, 0.8397-0.9545, p<0.0001) exceeding clinical judgement.

CONCLUSION

These SEM data augment clinical decision-making for developing intact skin PI/PUs including sDTIs and Stage I PI/PUs. Informing HCPs of this subclinical, non-visible skin and tissue damage and providing opportunities for alternative PI/PU care pathways is an exciting prospect.

Incidence and risk factors of medical device-related pressure injuries among patients undergoing prone position spine surgery in the operating room

AIM

We aimed to investigate the incidence rate and risk factors of medical device-related pressure injuries (MDRPIs) among patients undergoing prone position spine surgery.

MATERIALS AND METHODS

This was a prospective observational study of 147 patients who underwent spine surgery in an orthopaedic hospital in Korea. The incidence of MDRPI according to intrinsic and extrinsic factors was assessed using the independent t-, χ² -, or Fisher's exact tests. A logistic regression analysis was performed exclusively for MDRPI areas with an incidence rate >5%.

RESULTS

The mean incidence rate of overall MDRPI was 27.4%, while that of MDRPI by Wilson frame, bi-spectral index, and endotracheal tube (ETT) was 56.5%, 52.4%, and 9.5%, respectively. The risk factors under Wilson frame were operation time and body mass index classification. Compared to their normal weight counterparts, those who were underweight, overweight, and obese had a 46.57(95% CI: 6.37-340.26), 3.96 (95% CI: 1.13-13.86), and 5.60 times (95% CI: 1.62-19.28) higher risk of developing MDRPI, respectively. The risk factors by bi-spectral index were sex, operation time, and the American Society of Anaesthesiologists classification. Compared to ETT intubation of <2 h, the risk of MDRPI increased by 7.16 times (95% CI: 1.35-38.00) and 7.93 times (95% CI: 1.45-43.27) for<3 and ≥3 h' duration, respectively.

CONCLUSION

The difficulty of device repositioning can increase the incidence of MDRPI, and prolonged surgery was a significant risk factor. Thus, appropriate planning and correct equipment utilization is needed during prone position spine surgeries.

Complications of prone positioning in patients with COVID-19: A cross-sectional study

OBJECTIVE

To determine the prevalence of complications in patients with COVID-19 undergone prone positioning, focusing on the development of prone-related pressure ulcers.

METHODS

Cross-sectional study conducted in the hub COVID-19 centre in Milan (Italy), between March and June 2020. All patients with COVID-19 admitted to intensive care unit on invasive mechanical ventilation and treated with prone positioning were included. Association between prone-related pressure ulcers and selected variables was explored by the means of logistic regression.

RESULTS

A total of 219 proning cycles were performed on 63 patients, aged 57.6 (10.8) and predominantly obese males (66.7%). The main complications recorded were: prone-related pressure ulcers (30.2%), bleeding (25.4%) and medical device displacement (12.7%), even if no unplanned extubation was recorded. The majority of patients (17.5%) experienced bleeding of upper airways. Only 15 prone positioning cycles (6.8%) were interrupted, requiring staff to roll the patient back in the supine position. The likelihood of pressure ulcers development was independently associated with the duration of prone positioning, once adjusting for age, hypoxemic level, and nutritional status (OR 1.9, 95%CI 1.04-3.6).

CONCLUSION

The use of prone positioning in patients with COVID-19 was a safe and feasible treatment, also in obese patients, who might deserve more surveillance and active prevention by intensive care unit staff.

Risk Factors for Facial Pressure Ulcers in Patients Who Underwent Prolonged Prone Orthopedic Spine Surgery

MINI

This study evaluated incidence and risk factors associated with the development of facial pressure ulcers (FPU) in patients who underwent spine surgery in prone position. A total of 300 cases were studied. The incidence of FPU after prone spine surgery using head padded device >3 hours was 27.3%. Hypotension, higher temperature, prolonged operation time, and much crystalloid therapy were the independent risk factors.

Cutaneous sequelae of a national health crisis: Obesity and the skin

Background

The global obesity pandemic has far‐reaching health consequences and has become a major global health challenge. The worldwide prevalence of obesity nearly doubled between 1980 and 2008 and based on the latest estimates in the European Union, obesity affects up to 30% of adults. As a consequence of this rising prevalence of obesity, there has been an increase in the frequency of certain disease of the skin.

Objectives

We review the cutaneous sequelae of obesity, firstly describing the physiological consequences of increased adiposity in the skin and secondly examining the dermatoses associated with obesity.

Manual vs Automatic Prone Positioning and Patient Outcomes in Acute Respiratory Distress Syndrome

BACKGROUND

Prone positioning is a standard treatment for moderate to severe acute respiratory distress syndrome (ARDS), but the outcomes associated with manual versus automatic prone positioning have not been evaluated.

OBJECTIVE

To retrospectively evaluate outcomes associated with manual versus automatic prone positioning as part of a pronation quality improvement project implemented by a multidisciplinary team.

METHODS

A retrospective, descriptive-comparative approach was used to analyze data from 24 months of a prone positioning protocol for ARDS. The study involved 37 patients, with 16 undergoing manual and 21 undergoing automatic prone positioning. Descriptive and nonparametric statistical analyses were used to evaluate outcomes associated with manual versus automatic prone positioning.

RESULTS

Outcomes were similar between the 2 groups regarding time to initiation of prone positioning, discharge disposition, and length of stay. Manually pronated patients were less likely to experience interruptions in therapy (P = .005) and complications (P = .002). Pressure injuries were the most common type of complication, with the most frequent locations in automatically pronated patients being the head (P = .045), thorax (P = .003), and lower extremities (P = .047). Manual prone positioning resulted in a cost avoidance of $78 617 per patient.

CONCLUSION

Manual prone positioning has outcomes similar to those of automatic prone positioning with less risk of interruptions in therapy, fewer complications, and lower expense. Further research is needed to determine whether manual prone positioning is superior to automatic prone positioning in patients with ARDS.

A randomized controlled trial to compare the interface pressures of alternating pressure overlay with gel pad versus gel pad alone during prolonged surgery

INTRODUCTION

Prolonged surgery is a known risk of pressure ulcer formation. Pressure ulcers affect the quality of life, are a significant cause of morbidity and mortality, and pose a burden on the healthcare system. This study aimed to compare the effectiveness of an alternating pressure (AP) overlay with Gel pad against the Gel pad in reducing interface pressure (IP) during prolonged surgery.

METHODS

A total of 180 participants from a tertiary hospital were randomized to AP overlay with Gel pad group (n = 90) and Gel pad group (n = 90). Patients were placed supine on the pressure redistributing surfaces, and IP data under the sacrum and ischial tuberosities were collected at an interval of 30 min from 0 min up to a maximum of 570 min.

RESULTS

Based on data from 133 participants, the average IPs during all the deflation cycles of the AP overlay (with Gel pad) were significantly lower than the average continuous IP recorded for Gel pad throughout the measuring period (p < 0.001). Only three patients (2.26% of study participants) - Gel pad group (n = 2; 2.99%) and AP overlay with Gel pad group (n = 1; 1.52%) developed post-operative pressure ulcer (p = 0.5687).

CONCLUSIONS

The lower IP during deflation cycles of the AP overlay (with Gel pad) suggests its potential effectiveness in preventing pressure ulcer formation in patients undergoing prolonged surgery. The prevention and reduction of pressure ulcers will have a considerable impact on the improved quality of life and cost savings for the patient. The study findings may facilitate the formulation of policies for preventing pressure ulcer development in the perioperative setting.

Perfil clínico-epidemiológico dos pacientes com lesão por pressão no contexto hospitalar

Objetivo: descrever o perfil clínico-epidemiológico dos pacientes com lesão por pressão internados em um hospital universitário. Método: estudo descritivo com 122 pacientes com lesão por pressão internados em um hospital universitário, entre janeiro de 2018 e dezembro de 2019. Os dados foram coletados nos prontuários dos pacientes e no banco de dados do Serviço Assistencial de Cuidados com a Pele. Utilizou-se estatística descritiva para análise dos dados. Resultados: as lesões por pressão predominaram entre adultos e idosos, pardos, que estudaram até o ensino fundamental e não possuíam companheiro. Houve semelhança entre os sexos. Os pacientes possuíam, principalmente, doença infecciosa, uma ou mais comorbidades, alteração nutricional, incontinência mista e utilizavam terapia nutricional, mas não apresentavam dermatite associada à incontinência e histórico de tabagismo. A maioria dos pacientes foi classificada como risco alto de lesão por pressão. O estudo totalizou 237 lesões, sendo a maior parte adquirida antes da internação, não classificável, localizada na região sacrococcígea, tratada topicamente com hidrogel com alginato e hidrocoloide, e não cicatrizada no momento da alta hospitalar. Conclusão: o estudo descreveu aspectos importantes da caracterização das lesões por pressão, assim como das pessoas acometidas por esse grave problema de saúde, o que pode otimizar as ações de prevenção e tratamento.

Clinical-epidemiological profile of patients with pressure injuries in the hospital context

Objective: describe the clinical-epidemiological profile of patients with pressure injuries admitted to a university hospital. Method: descriptive study with 122 patients with pressure injuries admitted to a university hospital between January 2018 and December 2019. Data were collected from patients’ medical records and from the Serviço Assistencial de Cuidados com a Pele (Skin Care Assistance Service) database. Descriptive statistics were used for data analysis. Results: pressure injuries predominated among adults and the elderly, browns, who studied up to elementary school and had no partner. There was a similarity between the sexes. The patients had, mainly, infectious disease, one or more comorbidities, nutritional alteration, mixed incontinence and used nutritional therapy, but did not present dermatitis associated with incontinence and smoking history. Most patients were classified as high risk of pressure injury. The study totaled 237 lesions, most of which were acquired before admission, not classifiable, located in the sacrococcygeal region, treated topically with hydrogel with alginate and hydrocolloid, and not healed at the time of hospital discharge. Conclusion: the studydescribed important aspects of the characterization of pressure injuries, as well as the people affected by this serious health problem, which can optimize prevention and treatment actions.

Cross mapping between clinical indicators for assistance in intensive care and nursing interventions

OBJECTIVE

Identify the main clinical indicators for assistance in the Intensive Care Unit (ICU) and map them in the nursing interventions described by the Nursing Interventions Classification (NIC).

METHODS

Integrative literature review study, followed by cross-mapping between clinical indicators for assistance in the ICU care and NIC nursing interventions and activities.

RESULTS

36 articles were identified, which resulted in 285 clinical indicators for ICU care, with mechanical ventilatory assistance, pain, sedation, psychomotor agitation, delirium, anxiety, altered heart rate, diet by naso tube / oroenteral and diarrhea the clinical indicators for assistance in the ICU the most prevalent. These were mapped in 12 Nursing Interventions Classification interventions and 130 nursing activities.

FINAL CONSIDERATIONS

It is concluded that the clinical indicators for ICU care associated with Nursing Interventions Classification are concrete data that assist intensive care nurses in their clinical practice.

Flexible Textile-Based Pressure Sensing System Applied in the Operating Room for Pressure Injury Monitoring of Cardiac Operation Patients

Pressure injury is the most important issue facing paralysis patients and the elderly, especially in long-term care or nursing. A new interfacial pressure sensing system combined with a flexible textile-based pressure sensor array and a real-time readout system improved by the Kalman filter is proposed to monitor interfacial pressure progress in the cardiac operation. With the design of the Kalman filter and parameter optimization, noise immunity can be improved by approximately 72%. Additionally, cardiac operation patients were selected to test this developed system for the direct correlation between pressure injury and interfacial pressure for the first time. The pressure progress of the operation time was recorded and presented with the visible data by time- and 2-dimension-dependent characteristics. In the data for 47 cardiac operation patients, an extreme body mass index (BMI) and significantly increased pressure after 2 h are the top 2 factors associated with the occurrence of pressure injury. This methodology can be used to prevent high interfacial pressure in high-risk patients before and during operation. It can be suggested that this system, integrated with air mattresses, can improve the quality of care and reduce the burden of the workforce and medical cost, especially for pressure injury.

Safety and effectiveness of laparoscopic Y-en-Roux gastric bypass surgery in obese elderly patients

Purpose

To analyze, in aged obese patients, the weight loss, comorbidity control, and safety postoperative complications of bariatric surgery by Roux-en-Y gastric bypass technique.

Methods

Twenty-seven patients who underwent laparoscopic weight-reducing gastroplasty with Roux-en-Y gastric bypass to treat obesity were included. All patients were ≥ 60 years old at the time of surgery. The Wilcoxon test was used for statistical analysis, and a p-value ≤0.05it was considered significant.

Results

Ten (90.9%) patients with dyslipidemia were cured (p < 0.001). Nine (81.8%) patients with type 2 diabetes mellitus had total improvement and 2 (18.2%) had partial improvement (p = 0.003). In 23 patients with systemic arterial hypertension, 9 (39.1%) achieved total improvement and 14 (60.9%) partial improvement (p = 0.140). Five (71.4%) patients with obstructive sleep apnea syndrome were cured (p = <0.001). For other comorbidities, no partial improvement or cure was shown.

Conclusions

Roux-en-Y gastric bypass surgery in obese elderly patients can be performed safely and with low morbidity and mortality rates. The benefits of weight loss and reduced comorbidities are promising and like those of the younger population.

Auranofin Rapidly Eradicates Methicillin-resistant Staphylococcus aureus (MRSA) in an Infected Pressure Ulcer Mouse Model

Pressure ulcers (PUs) frequently occur in individuals with limited mobility including patients that are hospitalized or obese. PUs are challenging to resolve when infected by antibiotic-resistant bacteria, particularly methicillin-resistant Staphylococcus aureus (MRSA). In this study, we investigated the potential of repurposing auranofin to treat pressure ulcers infected with MRSA. Auranofin’s in vitro activity against strains of S. aureus (including MRSA) was not affected in the presence of higher bacterial inoculum (10⁷ CFU/mL) or by lowering the pH in standard media to simulate the environment present on the surface of the skin. Additionally, S. aureus did not develop resistance to auranofin after repeated exposure for two weeks via a multi-step resistance selection experiment. In contrast, S. aureus resistance to mupirocin emerged rapidly. Moreover, auranofin exhibited a long postantibiotic effect (PAE) in vitro against three strains of S. aureus tested. Remarkably, topical auranofin completely eradicated MRSA (8-log₁₀ reduction) in infected PUs of obese mice after just four days of treatment. This was superior to both topical mupirocin (1.96-log₁₀ reduction) and oral clindamycin (1.24-log₁₀ reduction), which are used to treat infected PUs clinically. The present study highlights auranofin’s potential to be investigated further as a treatment for mild-to-moderate PUs infected with S. aureus.

OR Time and Sacral Pressure Injuries in Critically Ill Surgical Patients

Critically ill patients are at risk for developing pressure injuries during operative and other invasive procedures. The purpose of this secondary analysis was to explore the relationship of OR time to sacral pressure injuries in critically ill patients using high frequency ultrasound as a method of assessment. The 41 participants examined in this study had both time in the OR and up to eight days of pressure injury data. The multivariable model containing OR bed time, body mass index, and Braden Scale score produced the best prediction of pressure injury (area under the curve = 0.859). A higher body mass index (P = .09), shorter OR bed time (P = .01), and lower Braden Scale score (P = .05) were associated with a greater chance of pressure injury. These results suggest that use of high frequency ultrasound may identify tissue changes before observable skin changes, leading to earlier pressure injury prevention strategies.

The pressure injury predictive model: A framework for hospital-acquired pressure injuries

BACKGROUND

Despite decades of research, pressure injuries continue to be a source of significant pain and delayed recovery for patients and substantial quality and cost issues for hospitals. Consideration of the current thinking around pressure injury risk must be evaluated to improve risk assessments and subsequent nursing interventions aimed at reducing hospital-acquired pressure injuries.

DESIGN

This is a discursive paper using Walker and Avant's (2005) theory synthesis framework to examine the relevance of existing pressure injury models as they align with the current literature.

METHODS

PubMed and CINAHL indexes were searched, first for conceptual models and then for pressure injury research conducted on hospitalised patients for the years 2006-2016. A synthesis of the searches culminated into a new pressure injury risk model.

CONCLUSIONS

Gaps in previous models include lack of attention to the environment, contributing episode-of-care factors and the dynamic nature of injury risk for patients. Through theory synthesis, the need for a new model representing the full risk for pressure injury was identified. The Pressure Injury Predictive Model is a representation of the complex and dynamic nature of pressure injury risk that builds on previous models and addresses new patient, contextual and episode-of-care process influences. The Pressure Injury Predictive Model (PIPM) provides a more accurate picture of the complexity of contextual and process factors associated with pressure injury development.

RELEVANCE TO CLINICAL PRACTICE

Using the PIPM to determine risk can result in improved risk identification. This information can be used to implement targeted, evidence-based pressure injury prevention interventions specific to the patient risk profile, thus limiting unwarranted and unnecessary care.