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BACKGROUND: Endoscopic ultrasound-guided aspiration or biopsy allows preoperative confirmation of malignancy but is not necessary for resectable pancreatic cancer. Preoperative biopsy may induce pancreatitis, making surgery difficult and complex. Therefore, we performed a retrospective study to evaluate the association between preoperative endoscopic ultrasound-guided biopsy and surgical outcomes in patients with resectable pancreatic head tumors. MATERIALS AND METHODS: A prospectively enrolled cohort from a single high-volume pancreatic center was analyzed. Between 2007 and 2019, a total of 518 patients with resectable pancreatic head tumors underwent pancreaticoduodenectomy. This analysis was performed to determine the association of preoperative endoscopic ultrasound-guided biopsy with operating time and major complications. RESULTS: In 518 patients who received pancreaticoduodenectomy, 164 patients (31.6%) underwent preoperative endoscopic ultrasound-guided biopsy. Endoscopic ultrasound-guided biopsy increased surgical time (46.9 min, confidence interval: 25.1-68.8, P-value <0.05) without increasing complications (odds ratio: 0.53, confidence interval: 0.31-1.29, P-value=0.29). CONCLUSION: Preoperative endoscopic ultrasound-guided biopsy for pancreatic head tumors may increase operative time but is not associated with an increased risk of mortality and complications.
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(1) Background: The coronavirus disease 2019 (COVID-19) pandemic had overwhelming impacts on medical services. During its initial surge, Taiwan was unique in maintaining its medical services without imposing travel restrictions, which provided an ideal environment in which to test if the fear of becoming infected with COVID-19 interfered with health-seeking behavior (HSB). We tested this hypothesis among adults with acute complicated appendicitis (ACA). (2) Methods: Adults with acute appendicitis were enrolled between 1 January and 30 June 2020 (COVID-19 period). The first two quarters of the preceding 3 years were defined as a historical control group. Outcome measures included the rate of ACA and the number of hospital stays. (3) Results: The COVID-19 era included 145 patients with acute appendicitis. Compared to the historical control (320 patients), the COVID-19 era was significantly associated with a higher length of symptom duration until presentation to the emergency room within >48 h (17.2% vs. 9.1%, p = 0.011), a higher incidence of ACA (29.7% vs. 19.4%, p = 0.014), and a longer length of hospital stays (5.0 days vs. 4.0 days, p = 0.043). The adjusted models showed that the COVID-19 period had a significant relationship with a higher rate of ACA (odds ratio (OR) = 1.87; 95% confidence interval (CI): 1.23-2.52; p = 0.008) and longer length of hospital stays (OR= 2.10; 95% CI: 0.92 to 3.31; p < 0.001). (4) Conclusions: The fear of COVID-19 may prohibit patients from seeking medical help, worsening their clinical outcomes. The surgical community should take action to provide scientific information to relive mental stress.
Subject(s)
Appendicitis , COVID-19 , Acute Disease , Adult , Appendicitis/epidemiology , COVID-19/epidemiology , Case-Control Studies , Humans , Pandemics , Retrospective Studies , SARS-CoV-2ABSTRACT
OBJECTIVES: Anemia is associated with severe outcomes in adult community-acquired pneumonia (CAP), but few studies investigated its association with pediatric CAP. Hence, we tried to delineate the association of anemia with the clinical outcomes of CAP in children. METHODS: This retrospective cohort study was conducted from 2010 to 2019 in a medical center. Inpatients aged 6 months to 17 years who were diagnosed with CAP and without major underlying diseases were included. The subjects' clinical data within 24 h of admission and clinical outcomes were collected. We accessed the rates of adverse outcomes and the adjusted odds ratios (ORs) of these outcomes between anemic and nonanemic patients, as well as among patients with different types of anemia. RESULTS: In this study of 3601 patients, the prevalence of anemia was 11.6% (418/3601). Anemic patients had higher rates of intensive care (16.8% vs. 3.6%; p < 0.001), endotracheal intubation (11.0% vs. 1.3%; p < 0.001), and empyema (8.6% vs. 0.6%; p < 0.001) than nonanemic patients. In addition, anemia was independently associated with intensive care (adjusted OR, 3.00; 95% confidence interval [CI], 2.03-4.42), endotracheal intubation (adjusted OR, 3.79; 95% CI, 2.17-6.63), and empyema (adjusted OR, 4.72; 95% CI, 2.30-9.69). Iron-deficiency anemia (IDA) and normocytic anemia were associated with these adverse outcomes but not with anemia due to thalassemia trait. CONCLUSION: Anemia is a biomarker associated with poor outcomes in pediatric CAP, and patients with IDA or normocytic anemia should be carefully monitored and managed since they may have higher disease severity.
Subject(s)
Anemia, Iron-Deficiency , Anemia , Community-Acquired Infections , Empyema , Pneumonia , Adult , Anemia/epidemiology , Anemia, Iron-Deficiency/complications , Child , Community-Acquired Infections/complications , Community-Acquired Infections/epidemiology , Humans , Pneumonia/complications , Pneumonia/epidemiology , Retrospective StudiesABSTRACT
BACKGROUND: Smoke produced by traditional open surgery (TOS) has long been considered hazardous to medical staff. Compared with TOS, minimally invasive surgery under carbon dioxide pneumoperitoneum is associated with a faster recovery and less wound pain. However, the impact of oxygen-deficient environment on the chemical contents of smoke has not been comprehensively assessed. METHODS: This research evaluated the chemical composition and volatile organic compound (TVOC) level in smoke produced by open cholecystectomy (OC) versus laparoscopic cholecystectomy (LC) for gallbladder diseases. Smoke samples were collected and analyzed via gas chromatography-mass spectrometry. Chemical compounds were further grouped according to molecular weight and toxicity. RESULTS: Compared with the OC, LC had significantly higher halocarbon and TVOC levels but lower cycloalkene and aldehyde levels. No halocarbons were isolated from OC specimens. When stratified based on molecular weight, LC had a bimodal pattern (i.e., high levels of small-sized [<60 Da] and large-sized [>120 Da] compounds). There was no difference in terms of toxicity types, incidence, and severity associated with detected compounds between two groups. CONCLUSION: LC is associated with a higher TVOC level and proportion of low- and high-molecular-weight organic compounds. Further strategies of evacuating these health hazards and preventing smoke leakage through trocars should be considered.
Subject(s)
Cholecystectomy, Laparoscopic , Gallbladder Diseases , Laparoscopy , Cholecystectomy , Cholecystectomy, Laparoscopic/adverse effects , Gallbladder Diseases/surgery , Humans , Smoke/adverse effects , Smoke/analysisABSTRACT
BACKGROUND: Timely decision-making regarding intensive care unit (ICU) admission for children with pneumonia is crucial for a better prognosis. Despite attempts to establish a guideline or triage system for evaluating ICU care needs, no clinically applicable paradigm is available. OBJECTIVE: The aim of this study was to develop machine learning (ML) algorithms to predict ICU care needs for pediatric pneumonia patients within 24 hours of admission, evaluate their performance, and identify clinical indices for making decisions for pediatric pneumonia patients. METHODS: Pneumonia patients admitted to National Taiwan University Hospital from January 2010 to December 2019 aged under 18 years were enrolled. Their underlying diseases, clinical manifestations, and laboratory data at admission were collected. The outcome of interest was ICU transfer within 24 hours of hospitalization. We compared clinically relevant features between early ICU transfer patients and patients without ICU care. ML algorithms were developed to predict ICU admission. The performance of the algorithms was evaluated using sensitivity, specificity, area under the receiver operating characteristic curve (AUC), and average precision. The relative feature importance of the best-performing algorithm was compared with physician-rated feature importance for explainability. RESULTS: A total of 8464 pediatric hospitalizations due to pneumonia were recorded, and 1166 (1166/8464, 13.8%) hospitalized patients were transferred to the ICU within 24 hours. Early ICU transfer patients were younger (P<.001), had higher rates of underlying diseases (eg, cardiovascular, neuropsychological, and congenital anomaly/genetic disorders; P<.001), had abnormal laboratory data, had higher pulse rates (P<.001), had higher breath rates (P<.001), had lower oxygen saturation (P<.001), and had lower peak body temperature (P<.001) at admission than patients without ICU transfer. The random forest (RF) algorithm achieved the best performance (sensitivity 0.94, 95% CI 0.92-0.95; specificity 0.94, 95% CI 0.92-0.95; AUC 0.99, 95% CI 0.98-0.99; and average precision 0.93, 95% CI 0.90-0.96). The lowest systolic blood pressure and presence of cardiovascular and neuropsychological diseases ranked in the top 10 in both RF relative feature importance and clinician judgment. CONCLUSIONS: The ML approach could provide a clinically applicable triage algorithm and identify important clinical indices, such as age, underlying diseases, abnormal vital signs, and laboratory data for evaluating the need for intensive care in children with pneumonia.
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BACKGROUND: Late cancellations of physical examination has severe impact on the operations of a physical examination center since it is often too late to fill vacancy. A booking control policy that considers overbooking is then one natural solution. Unlike appointment scheduling problems for clinics and hospitals, in which treating a patient mostly requires only one type of resource, a physical examination set typically requires multiple types of resources. Traditional methods that do not consider set-resource relationship thus may be inapplicable. METHODS: We formulate a stochastic mathematical programming model that maximizes the expected net reward, which is the examination revenue minus overage cost. A complete search algorithm and a greedy search algorithm are designed to search for optimal booking limits for all examination sets. To estimate the late cancellation probability for each individual consumer, we apply logistic regression to identify significant factors affecting the probability. After clustering is used to estimate individual probabilities, Monte Carlo simulation is conducted to generate probability distributions for the number of consumers without late cancellations. A discrete-event simulation is performance to evaluate the effectiveness of our proposed solution. RESULTS: We collaborate with a leading physical examination center to collect real data to evaluate our proposed overbooking policies. We show that the proposed overbooking policy may significantly increase the expected net reward. Our simulation results also help us understand the impact of overbooking on the expected number of customers and expected overage. A sensitivity analysis is conducted to demonstrate that the benefit of overbooking is insensitive to the accuracy of cost estimation. A Pareto efficiency analysis gives practitioners suggestions regarding policy determination considering multiple performance indications. CONCLUSIONS: Our proposed overbooking policies may greatly enhance the overall performance of a physical examination center.
Subject(s)
Algorithms , Appointments and Schedules , Computer Simulation , Humans , Logistic Models , Physical ExaminationABSTRACT
We retrospectively collected PD patients with a performance of bile culture between 2007 and 2019 in our institute. As to bile culture, we used a swab to do intraoperative bile cultures after transection of the CBD. IAA was defined as the documental bacteriological culture from either a turbid discharge from the intraoperatively placed drain in patients with a clinical picture consistent with infection or a postoperative fluid collection managed by CT-guided placement of drains. A total of 1244 PD patients were identified, and 539 (43.3%) subjects with bile sampling were included for analysis. Among these study patients, 433 (80.3%) developed bile contamination (positive bile culture). Bile contamination showed a significantly higher rate of IAA compared to non-bile contamination (17.1% vs. 0.9%, p < 0.001). The rate of co-shared microorganisms in both bile and abscess was 64.1%. On the multivariate analysis, age and specific bile microorganisms (Enterococcus species, Escherichia Coli, Streptococcus species, Citrobacter species, and Candida) are significantly associated with development of IAA. Specific bile microorganisms are the highly significant factors associated with development of IAA. The strategy to prevent bile spillage during PD should be considered to minimize afterward contamination of the abdominal cavity and prevent IAA.
Subject(s)
Abdominal Abscess , Bile , Abdominal Abscess/etiology , Drainage/adverse effects , Humans , Pancreaticoduodenectomy/adverse effects , Retrospective StudiesABSTRACT
INTRODUCTION: Patients with gastric adenocarcinoma (GA) often develop malnutrition, which deteriorates after cancer surgery and negatively affects surgical outcomes. Despite being an abundant and versatile amino acid involved in the immune system and metabolic functions, glutamine levels are significantly depleted among patients who are critically ill or hypercatabolic. Therefore, this study aimed to investigate whether parenteral glutamine supplementation may improve nutritional status and surgical outcomes. METHODS: This retrospective, single-center cohort study included patients with GA who underwent gastrectomy between January 2007 and June 2019. Patients were classified into either the non-glutamine or glutamine group. Propensity score matching was used to minimize the bias in patient demographics. Furthermore, the average parenteral glutamine dose from the day of surgery to postoperative day four was calculated in g/kg/day. Surgical outcomes (length of hospitalization, major complication, and mortality) and changes in lymphocyte count and serum albumin levels 7 days post-surgery were assessed in both matched groups using adjusted models. RESULTS: A total of 1950 patients were reviewed, among whom 522 (26.8%) received parenteral glutamine supplementation (glutamine dose ranging from 0.05 to 0.49 g/kg/day). Among the included patients, 57.2% were males, and the median age was 64.9 years. After matching, there were 478 cases in each group. No differences in surgical outcomes and changes in lymphocyte count were observed between both matched groups. The glutamine group exhibited a smaller decrease in serum albumin levels compared to the non-glutamine group (-0.6 vs. -1.1 g/dL; P < 0.001). The adjusted matched model showed that glutamine dose contributed significantly toward increasing serum albumin levels (coefficient = 0.08 per 0.1 g/day/kg increment in glutamine; 95% confidence interval: 0.04 to 0.10; P < 0.001). CONCLUSIONS: Perioperative parenteral glutamine supplementation had a positive dose-dependent impact on the recovery of serum albumin levels among patients with GA undergoing gastrectomy, implying that glutamine supplementation improved postoperative nutritional suppression and ameliorated stress-associated inflammation. Although glutamine supplementation was not associated with surgical outcomes, further studies should be conducted to evaluate the clinical significance of serum albumin restoration.
Subject(s)
Adenocarcinoma/therapy , Glutamine/administration & dosage , Malnutrition/therapy , Parenteral Nutrition/methods , Serum Albumin/metabolism , Stomach Neoplasms/therapy , Adenocarcinoma/blood , Adenocarcinoma/complications , Aged , Dietary Supplements , Female , Gastrectomy , Humans , Male , Malnutrition/blood , Malnutrition/etiology , Middle Aged , Nutritional Status , Perioperative Care/methods , Postoperative Period , Propensity Score , Retrospective Studies , Stomach Neoplasms/blood , Stomach Neoplasms/complications , Treatment OutcomeABSTRACT
BACKGROUND: The effect of a harmonic scalpel on postoperative pancreatic fistula (POPF) has not been addressed. This study assessed the effect of pancreatic neck transection using a harmonic scalpel on rate and severity of POPF after pancreaticoduodenectomy (PD). METHODS: This retrospective analysis included patients who underwent PD at National Taiwan University Hospital between July 2015 and March 2019. We compared rate and severity of POPF between patients who underwent pancreatic neck transection using a harmonic scalpel versus electrosurgical unit. RESULTS: Of 422 consecutive PDs, the pancreatic neck was transected using a harmonic scalpel or electrosurgical unit in 144 and 278 patients, respectively. Use of a harmonic scalpel significantly increased risk of biochemical leak (25.7% versus [vs] 10.8%; P < 0.05) but not clinically relevant POPF (CR-POPF; 30.2% vs 26.4%; P = 0.41). Harmonic transection was an independent predictor of biochemical leak (odds ratio [OR] = 2.93; P < 0.05) but not CR-POPF (OR = 0.83; P = 0.41) or other major complications (OR = 0.72; P = 0.27). There was no significant intergroup difference in postoperative hospital stay. CONCLUSION: Pancreatic neck transection using a harmonic scalpel increased risk of biochemical leak but not CR-POPF or other major complications.
Subject(s)
Pancreatic Fistula , Pancreaticoduodenectomy , Humans , Pancreatectomy , Pancreatic Fistula/etiology , Pancreaticoduodenectomy/adverse effects , Postoperative Complications/etiology , Retrospective Studies , Risk FactorsABSTRACT
Comorbidities adversely affect the quality of life and survival of patients with chronic obstructive pulmonary disease (COPD), and timely identification and management of comorbidities are important in caring for COPD patients. This study aimed to investigate the impact of COPD on long-term developmental trajectories of its comorbidities. From 2010 to 2013, all spirometry-confirmed COPD patients with a 5-year follow-up period were identified as the cases. The prevalence of comorbidities and their trajectories in COPD cases were obtained and compared with those in non-COPD controls matched for age, sex, smoking status and Charlson comorbidity index (CCI). Over the study period, a total of 682 patients, 341 each in COPD and control groups were included, with a mean age of 69.1 years and 89% male. The baseline mean CCI was 1.9 for both groups of patients and significantly increased to 3.4 and 2.7 in COPD and control groups after 5 years, respectively (both P < 0.001). Through the 5-year follow-up, a significant increase in the prevalence of all comorbidities of interest was observed in the COPD cohort and the incidence was remarkably higher for hypertension [incidence rate ratio (IRR) 1.495; 95% confidence interval (CI) 1.017-2.198], malignancy (IRR 2.397; 95% CI 1.408-4.081), diabetes mellitus (IRR 2.927; 95% CI 1.612-5.318), heart failure (IRR 2.531; 95% CI 1.502-4.265) and peptic ulcer disease (IRR 2.073; 95% CI 1.176-3.654) as compared to the non-COPD matched controls. In conclusion, our findings suggest that the presence of COPD may be considered a pathogenic factor involved in the development of certain comorbidities.
Subject(s)
Diabetes Mellitus, Type 2/epidemiology , Hypertension/epidemiology , Neoplasms/epidemiology , Peptic Ulcer/epidemiology , Pulmonary Disease, Chronic Obstructive/epidemiology , Smoking/epidemiology , Aged , Comorbidity , Female , Humans , Male , TaiwanABSTRACT
INTRODUCTION: Many health organizations have promoted the importance of the health-related benefits of physical fitness and physical activity. Studies have evaluated effective public health practice aiming to understand the cognition of physical activity among youths and adolescents. However, studies investigating the level of cognition and knowledge of physical fitness among Asian adults are lacking. PURPOSE: This study aimed to investigate the self-awareness level of physical fitness and exercise prescription and the demand for physical fitness assessment among Taiwanese adults. METHODS: In January-July 2019, a cross-sectional anonymous survey was conducted using Research Electronic Data Capture to gather data on demographic data, cognition investigation of physical fitness and exercise prescription, cognitive test of physical fitness and exercise prescription, and demand for physical fitness assessment. RESULTS: The questionnaire was answered by 200 respondents. The rating for cognition investigation of physical fitness was 2.63-3.13 (unclear to mostly clear) and for exercise prescription was 2.05-2.76 (unclear) (rated on a 5-point Likert scale). Results show that lack of awareness was highest for health-related physical fitness, exercise prescription, and exercise progress planning. 98% of subjects did not know the latest recommended guidelines for physical activity, despite most agreeing that physical fitness and exercise are good for health. Most subjects (72%) indicated a willingness to accept self-pay service for physical fitness assessments. CONCLUSIONS: This is the first study to report on the demand for cognition, assessment, and promotion of physical fitness among Taiwanese adults. The study shows that the subjects widely lack knowledge in the cognition of physical fitness and exercise prescription. Furthermore, a self-pay service for the physical fitness assessment and individualized exercise prescription were acceptable to most subjects, especially those undergoing regular health examinations. The findings are encouraging and will aid support for health organizations and professionals in the development and management of promotion strategies on health-related physical fitness in preventive medicine and health promotion.
Subject(s)
Health Knowledge, Attitudes, Practice , Health Promotion/methods , Physical Fitness/physiology , Adult , Aged , Awareness , Cognition/physiology , Cross-Sectional Studies , Exercise/physiology , Exercise Test/statistics & numerical data , Exercise Therapy/statistics & numerical data , Female , Health Promotion/statistics & numerical data , Humans , Male , Middle Aged , Taiwan , Young AdultABSTRACT
Type 2 diabetes mellitus (T2DM) is an important public health issue worldwide. T2DM correlates with cardiovascular disease. Arterial stiffness is also a key factor that can be thought of as a surrogate marker. Nevertheless, it was unclear which harmonic indexes of blood pressure waveforms (BPWs) from subjects' radial artery pulses would be affected by T2DM. Therefore, the objective of this study was to investigate whether and how harmonic indexes can be used to discriminate hemodynamic differences between patients with T2DM and non-T2DM. This helps us to build objective results no matter who conducts the examination instead of pulse diagnosis in traditional way. We enrolled T2DM and non-T2DM patients as experimental and control groups, respectively, from the Department of Family Medicine in the National Taiwan University Hospital and the Department of Internal Medicine in Taipei's Veterans General Hospital from December 2017 to January 2019. ANSWatch® Model TS-0411 was used to capture the BPWs. Amplitude proportions (Cn values) were calculated from harmonics 1-10 of the BPW using fast Fourier transform. Thirty-two T2DM and 15 non-T2DM patients were enrolled. T2DM patients had significant differences in C1 (p = 0.031) and C5 (p = 0.041). The study suggests that analyzing the harmonic characteristics of non-invasively measured BPW of radial artery may be a potential and easy-to-perform approach to discriminate T2DM-induced hemodynamic changes.
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BACKGROUND: The centralization of pancreatoduodenectomy (PD) has been shown to improve patient outcomes. The scheduling of two PDs in one day is one option to shorten the waiting time for patients referred to high volume centers. The effect on the surgical team or patient outcomes of such an approach have not previously been explored. This study aimed to investigate the effect of scheduling two PDs in one day on the surgeon's workload and patient outcomes. METHODS: A retrospective review of patients undergoing PD by a single surgeon between 2007 and 2018 was performed. Patients were allocated into: first PD (FIRSTPD group) or second PD (SECONDPD group) according to the position on the surgical operating list. The intraoperative, postoperative outcomes, and workload (the Surgery Task Load Index; SURG-TLX) were assessed between two groups. RESULTS: A total of 967 (91%) and 101 (9%) patients were included in the FIRSTPD and SECONDPD group, respectively. There were no differences in the duration of surgery (coefficient = -9.65; 95% confidence interval: -29.26 to 9.94; P = 0.334), incidence of major complications (odds ratio = 1.08; 95% confidence interval: 0.67-1.73; P = 0.739), or 90-day mortality (odds ratio = 1.03; 95% confidence interval: 0.12-8.53; P = 0.978) for those patients in the SECONDPD group as compared to the FIRSTPD group. The mean scores of two (physical and temporal demand) of the six SURG-TLX subscales of surgical workload were recorded as significantly higher by surgeons following two PD's as compared to one PD. CONCLUSIONS: Although scheduling a second PD in one day shows no association with adverse patient outcomes, there is an increase in the physical and temporal subscales of surgical workload and consideration should be given to how this could be minimized.
Subject(s)
Pancreaticoduodenectomy , Surgeons , Humans , Odds Ratio , Postoperative Complications , Retrospective Studies , WorkloadABSTRACT
BACKGROUND: Volume-outcome relationship has been demonstrated extensively for short-term outcomes for oncological surgery. However, its effect on long-term surgical outcomes or in one universal health care (UHC) system is unknown. This retrospective population-based study aims to validate the correlation between the increased hospital volume and better short- and long-term outcomes in patients who underwent total gastrectomy (TG) for gastric cancer. METHODS: From the Taiwan National Health Insurance Research Database, we examined 7905 patients who underwent TG between 2000 and 2010. The surgical outcomes of this study were defined as death within 30, 60, and 180 days after TG. RESULTS: A total of 7905 subjects were included for analysis. The mean age was 65.8 years, and 68.8% were males. The 30-, 60-, and 180-day mortality rates after TG for gastric cancer were 2.7%, 6.2%, and 18.2%, respectively. On the multivariate analysis, TG at high-volume hospitals significantly contributed to lower 30-day (odds ratio 0.64; 95% confidence interval 0.48-0.85; P < 0.001), 60-day (odds ratio 0.68; 95% confidence interval 0.56-0.82; P < 0.001), and 180-day mortality rates (odds ratio 0.80; 95% confidence interval 0.70-0.90; P < 0.001). CONCLUSIONS: Although TG is a complex operation with high mortality rates (~180-day), high hospital volume correlates with better perioperative outcomes even in UHC system. Hence, the strategy to advocate the centralization of TG is reasonable, especially for the elderly.
Subject(s)
Gastrectomy/mortality , Hospitals, High-Volume , Stomach Neoplasms/surgery , Universal Health Care , Aged , Aged, 80 and over , Female , Hospital Mortality , Humans , Male , Middle Aged , Retrospective Studies , Stomach Neoplasms/mortality , TaiwanABSTRACT
AIM: Cardiopulmonary resuscitation (CPR) quality affects survival after cardiac arrest. We aimed to investigate if a smartwatch with real-time feedback can improve CPR quality by healthcare professionals. METHODS: An app providing real-time audiovisual feedback was developed for a smartwatch. Emergency Department (ED) professionals were recruited and randomly allocated to either the intervention group wearing a smartwatch with the preinstalled app, or to a control group. All participants were asked to perform a two-minute CPR on a manikin at a 30:2 compression-ventilation ratio. Primary outcomes were the mean CCR and CCD measured on the manikin. A secondary outcome was the percentage of chest compressions meeting both the guideline-recommended rate (100-120 min-1) and depth (50-60 mm) of high-quality CPR during a 2-min period. Differences between groups were evaluated with t-test, Chi-Square test, or Mann-Whitney U test depending on the distribution. RESULTS: Eighty participants were recruited. 40 people were assigned to the intervention and 40 to the control group. The compression rates (mean ± SD, min-1) were significantly faster (but above the guideline recommendation, P < 0.001) in the control (129.1 ± 14.9) than in the intervention group (112.0 ± 3.5). The compression depths (mean ± SD, mm) were significantly deeper (P < 0.001) in the intervention (50.9 ± 6.6) than in the control group (39.0 ± 8.7). The percentage (%) of high-quality CPR was significantly higher (P < 0.001) in the intervention (median 39.4, IQR 27.1-50.1) than in the control group (median 0.0, IQR 0.0-0.0). CONCLUSION: Without real-time feedback, chest compressions tend to be too fast and too shallow. CPR quality can be improved with the assistance of a smartwatch providing real-time feedback.
Subject(s)
Cardiopulmonary Resuscitation/standards , Feedback , Heart Massage/standards , Mobile Applications , Wearable Electronic Devices , Adult , Female , Health Personnel/statistics & numerical data , Humans , Male , ManikinsABSTRACT
BACKGROUND: Numerous patients suffer from chronic wounds and wound infections nowadays. Until now, the care for wounds after surgery still remain a tedious and challenging work for the medical personnel and patients. As a result, with the help of the hand-held mobile devices, there is high demand for the development of a series of algorithms and related methods for wound infection early detection and wound self monitoring. METHODS: This research proposed an automated way to perform (1) wound image segmentation and (2) wound infection assessment after surgical operations. The first part describes an edge-based self-adaptive threshold detection image segmentation method to exclude nonwounded areas from the original images. The second part describes a wound infection assessment method based on machine learning approach. In this method, the extraction of feature points from the suture area and an optimal clustering method based on unimodal Rosin threshold algorithm that divides feature points into clusters are introduced. These clusters are then merged into several regions of interest (ROIs), each of which is regarded as a suture site. Notably, a support vector machine (SVM) can automatically interpret infections on these detected suture site. RESULTS: For (1) wound image segmentation, boundary-based evaluation were applied on 100 images with gold standard set up by three physicians. Overall, it achieves 76.44% true positive rate and 89.04% accuracy value. For (2) wound infection assessment, the results from a retrospective study using confirmed wound pictures from three physicians for the following four symptoms are presented: (1) Swelling, (2) Granulation, (3) Infection, and (4) Tissue Necrosis. Through cross-validation of 134 wound images, for anomaly detection, our classifiers achieved 87.31% accuracy value; for symptom assessment, our classifiers achieved 83.58% accuracy value. CONCLUSIONS: This augmentation mechanism has been demonstrated reliable enough to reduce the need for face-to-face diagnoses. To facilitate the use of this method and analytical framework, an automatic wound interpretation app and an accompanying website were developed. TRIAL REGISTRATION: 201505164RIND , 201803108RSB .
Subject(s)
Algorithms , Support Vector Machine , Surgical Wound Infection/diagnosis , Cluster Analysis , Humans , Retrospective StudiesABSTRACT
BACKGROUND: Surgical cancer patients often have deteriorated physical activity (PA), which in turn, contributes to poor outcomes and early recurrence of cancer. Mobile health (mHealth) platforms are progressively used for monitoring clinical conditions in medical subjects. Despite prevalent enthusiasm for the use of mHealth, limited studies have applied these platforms to surgical patients who are in much need of care because of acutely significant loss of physical function during the postoperative period. OBJECTIVE: The aim of our study was to determine the feasibility and clinical value of using 1 wearable device connected with the mHealth platform to record PA among patients with gastric cancer (GC) who had undergone gastrectomy. METHODS: We enrolled surgical GC patients during their inpatient stay and trained them to use the app and wearable device, enabling them to automatically monitor their walking steps. The patients continued to transmit data until postoperative day 28. The primary aim of this study was to validate the feasibility of this system, which was defined as the proportion of participants using each element of the system (wearing the device and uploading step counts) for at least 70% of the 28-day study. "Definitely feasible," "possibly feasible," and "not feasible" were defined as ≥70%, 50%-69%, and <50% of participants meeting the criteria, respectively. Moreover, the secondary aim was to evaluate the clinical value of measuring walking steps by examining whether they were associated with early discharge (length of hospital stay <9 days). RESULTS: We enrolled 43 GC inpatients for the analysis. The weekly submission rate at the first, second, third, and fourth week was 100%, 93%, 91%, and 86%, respectively. The overall daily submission rate was 95.5% (1150 days, with 43 subjects submitting data for 28 days). These data showed that this system met the definition of "definitely feasible." Of the 54 missed transmission days, 6 occurred in week 2, 12 occurred in week 3, and 36 occurred in week 4. The primary reason for not sending data was that patients or caregivers forgot to charge the wearable devices (>90%). Furthermore, we used a multivariable-adjusted model to predict early discharge, which demonstrated that every 1000-step increment of walking on postoperative day 5 was associated with early discharge (odds ratio 2.72, 95% CI 1.17-6.32; P=.02). CONCLUSIONS: Incorporating the use of mobile phone apps with wearable devices to record PA in patients of postoperative GC was feasible in patients undergoing gastrectomy in this study. With the support of the mHealth platform, this app offers seamless tracing of patients' recovery with a little extra burden and turns subjective PA into an objective, measurable parameter.
Subject(s)
Exercise/psychology , Mobile Applications/standards , Monitoring, Physiologic/instrumentation , Stomach Neoplasms/rehabilitation , Aged , Early Ambulation/instrumentation , Early Ambulation/methods , Female , Focus Groups/methods , Humans , Male , Middle Aged , Mobile Applications/statistics & numerical data , Monitoring, Physiologic/methods , Monitoring, Physiologic/statistics & numerical data , Stomach Neoplasms/psychology , Treatment Adherence and Compliance/psychology , Treatment Adherence and Compliance/statistics & numerical data , Wearable Electronic Devices/standards , Wearable Electronic Devices/statistics & numerical dataABSTRACT
BACKGROUND: Gastric adenocarcinoma (GA), one of the most common gastrointestinal cancers worldwide, is often accompanied by cancer cachexia in the advanced stage owing to malnutrition and cancer-related symptoms. Although resection is the most effective curative procedure for GA patients, it may cause perioperative fatigue, worsening the extent of cancer cachexia. Although the relationship between cytokines and cancer fatigue has been evaluated, it is unclear which cytokines are associated with fatigue in GA patients. Therefore, this study aimed to investigate whether the changes in cytokine levels were associated with the perioperative changes in fatigue amongst GA patients. METHODS: We included GA patients undergoing gastric surgery in a single academic medical center between June 2017 and December 2018. Fatigue-related questionnaires, serum cytokine levels (interferon-gamma, interleukin (IL)-1, IL-2, IL-5, IL-6, IL-12 p70, tumor necrosis factor-alpha, and granulocyte-macrophage colony-stimulating factor), and biochemistry profiles (albumin, prealbumin, C-reactive protein, and white blood cell counts) were assessed at three time points (preoperative day 0 (POD 0), post-operative day 1 (POD 1), and postoperative day 7 (POD 7)). We used the Brief Fatigue Inventory-Taiwan Form to assess the extent of fatigue. The change in fatigue scores among the three time points, as an independent variable, was adjusted for clinicopathologic characteristics, malnutrition risk, and cancer stages. RESULTS: A total of 34 patients were included for analysis, including 12 female and 22 male patients. The mean age was 68.9 years. The mean score for fatigue on POD 0, POD 1, and POD 7 was 1.7, 6.2, and 3.6, respectively, with significant differences among the three time points (P < 0.001). Among the cytokines, only IL-6 was significantly elevated from POD 0 to POD 1. In the regression model, the change in IL-6 levels between POD 0 and POD 1 (coefficients = 0.01 for every 1 pg/mL increment; 95% confidence interval: 0.01-0.02; P = 0.037) and high malnutrition risk (coefficients = 2.80; 95% confidence interval: 1.45-3.52; P = 0.041) were significantly associated with changes in fatigue scores. CONCLUSIONS: The perioperative changes in plasma IL-6 levels are positively associated with changes in the fatigue scores of GA patients undergoing gastric surgery. Targeting the IL-6 signaling cascade or new fatigue-targeting medications may attenuate perioperative fatigue, and further clinical studies should be designed to validate this hypothesis.
ABSTRACT
BACKGROUND AND OBJECTIVE: Among patients with chronic obstructive pulmonary disease (COPD), diabetes mellitus (DM) is a common comorbidity and is probably associated with increased systemic inflammation and worse prognosis. Metformin, with its pleiotropic anti-inflammatory and antioxidant actions, may offer theoretical benefits in COPD patients with DM. Thus, this study aimed to investigate the effects of DM and metformin use on mortality in the clinical trajectory of COPD. METHODS: This was a retrospective cohort study comprising patients with spirometry-confirmed COPD and an age of ≥40 years from 2008 to 2014. The primary outcome of interest was all-cause mortality. We evaluated the effects of DM on mortality through the clinical course of COPD and we also assessed the impact of metformin use on survival of the COPD population. RESULTS: Among 4231 COPD patients, 556 (13%) had DM, and these patients had 1.62 times higher hazards of 2-year mortality than those without DM (95% confidence interval [CI], 1.15-2.28) after adjusting for age, gender, COPD stage, comorbidities and prior COPD hospitalization. Over a 2-year period, metformin users had a significantly lower risk of death (hazard ratio, 0.46; 95% CI, 0.23-0.92) compared with non-metformin users in patients with coexistent COPD and DM. Moreover, metformin users had similar survival to COPD patients without DM. CONCLUSIONS: This study shows that DM is associated with an increased risk of death in COPD patients and metformin use seems to mitigate the hazard. Our findings suggest a potential role of metformin in the management of DM in COPD.
Subject(s)
Diabetes Mellitus/diagnosis , Diabetes Mellitus/drug therapy , Hypoglycemic Agents/therapeutic use , Metformin/therapeutic use , Pulmonary Disease, Chronic Obstructive/diagnosis , Pulmonary Disease, Chronic Obstructive/drug therapy , Aged , Aged, 80 and over , Cohort Studies , Comorbidity , Diabetes Mellitus/epidemiology , Female , Humans , Male , Middle Aged , Prognosis , Pulmonary Disease, Chronic Obstructive/epidemiology , Retrospective StudiesABSTRACT
BACKGROUND: Patients with periampullary cancer frequently suffer obstructive jaundice and commonly require preoperative biliary drainage (PBD) for relief and to avoid related complications. Although research has established a correlation between PBD and surgical wound infection, the impact of PBD on major infectious complications (intra-abdominal abscess [IAA]) and overall mortality remains debatable. We hypothesized that PBD could lead to IAA and mortality, and evaluated their correlation in patients undergoing pancreaticoduodenectomy (PD). METHODS: We enrolled patients undergoing PD at an Asian academic medical center between 2007 and 2016. The types of PBD included endoscopic retrograde biliary drainage (ERBD) and percutaneous transhepatic cholangiography and drainage (PTCD). The primary outcome was IAA, defined as the presence of pus or infected fluid inside the abdominal cavity and with documented infectious pathogens. RESULTS: There was one (0.1%) 30-day mortality and eight (0.9%) 90-day mortalities among 899 consecutive patients examined. More than one-quarter of patients had PBD (n = 237, 26.4%; 165 ERBD, 72 PTCD). In the ERBD, PTCD, and non-PBD groups, the IAA rates were 37.0%, 16.7%, and 10.6%, respectively. On multivariate analysis, ERBD (odds ratio 3.67; 95% confidence interval 2.22-6.06; p < 0.001) was the only significant factor associated with IAA. No significant factor was found to analyze variables associated with mortality. CONCLUSIONS: ERBD, but not PTCD, is associated with an increased risk of IAA in patients undergoing PD, which suggests that ERBD should be avoided whenever possible to prevent IAA. Further randomized clinical trials should be conducted to validate this relationship.