Prolonged Hospital Length Research Articles

A machine learning-based approach for individualized prediction of short-term outcomes after anterior cervical corpectomy.

A retrospective machine learning (ML) classification study for prognostic modeling after anterior cervical corpectomy (ACC). To evaluate the effectiveness of ML in predicting ACC outcomes and develop an accessible, user-friendly tool for this purpose. Based on our literature review, no study has examined the capability of ML algorithms to predict major shortterm ACC outcomes, such as prolonged length of hospital stay (LOS), non-home discharge, and major complications. The American College of Surgeons' National Surgical Quality Improvement Program database was used to identify patients who underwent ACC. Prolonged LOS, non-home discharges, and major complications were assessed as the outcomes of interest. ML models were developed with the TabPFN algorithm and integrated into an open-access website to predict these outcomes. The models for predicting prolonged LOS, non-home discharges, and major complications demonstrated mean areas under the receiver operating characteristic curve (AUROC) of 0.802, 0.816, and 0.702, respectively. These findings highlight the discriminatory capacities of the models: fair (AUROC >0.7) for differentiating patients with major complications from those without, and good (AUROC >0.8) for distinguishing between those with and without prolonged LOS and non-home discharges. According to the SHapley Additive Explanations analysis, single- versus multiple-level surgery, age, body mass index, preoperative hematocrit, and American Society of Anesthesiologists physical status repetitively emerged as the most important variables for each outcome. This study has considerably enhanced the prediction of postoperative results after ACC surgery by implementing advanced ML techniques. A major contribution is the creation of an accessible web application, highlighting the practical value of the developed models. Our findings imply that ML can serve as an invaluable supplementary tool to stratify patient risk for this procedure and can predict diverse postoperative adverse outcomes.

Incidence and Risk Factors of Developing Post-operative Delirium Among Elderly Patients in a Tertiary Care Hospital: A Retrospective Chart Review.

Introduction Delirium is an acute and fluctuating decline in attention and cognition caused by reversible neural disruption. Post-operative delirium (POD) may happen 10 minutes after anesthesia administration up to discharge. POD has been associated with increased days of mechanical ventilation, increased patients' functional decline, prolonged intensive care unit(ICU) stay, and prolonged hospital length of stay, which can lead to nosocomial complications, further investigations, and increased treatment costs. In this study, we aim to determine the prevalence of POD and identify demographic or surgical variables associated with POD. Materials and methods This retrospective cross-sectional study was conducted at the National Guard Health Affairs Hospital (NGHA), a teaching tertiary care center in Riyadh, Kingdom of Saudi Arabia. The study included all patients older than 65 who developed POD from January 2017 to January 2023 and a control group of the same time window. The data were analyzed using custom Python code. Results The study included 108 patients, 72 of whom were male patients. General anesthesia was most used compared to other anesthesia techniques (79.630%). Patients with hypertension (HTN) and diabetes mellitus (DM) each account for 75 cases. Elective surgeries account for 86.111% of cases. Our analysis showed a significant association between POD and advanced age, male gender, DM, HTN, congestive heart failure (CHF), and chronic kidney disease (CKD). Conclusion With our study, we hope to aid the process of better understanding POD to help healthcare providers identify high-risk patients, implement preventative measures, and enhance patient safety and satisfaction.

Microsurgical Management of Pineal Region Tumors

BackgroundPineal tumours are rare and the pineal region is a challenging surgical location for neurosurgeons. The present study aimed to investigate the effects of microsurgical management in patients with pineal region tumours and explore probable factors associated with preoperative hydrocephalus, postoperative hydrocephalus remission, and prolonged length of hospital stay (LoS). MethodsA retrospective study of patients with pineal region tumours, who underwent microsurgical management at the First Affiliated Hospital of Soochow University(Jiangsu, China) between 1 January 2010 and 31 October, 2022, was conducted. ResultsData from 36 patients were included in this study. The top five common symptoms included headache (58%), dizziness (44%), double vision (22%), vomiting (19%), and nausea (14%). Patients with a lower Karnofsky Performance Score (KPS), younger age, and larger maximum tumour diameters were more vulnerable to preoperative hydrocephalus. Preoperative hydrocephalus also led to a prolonged postoperative LoS (P=0.021). Patients with a lower KPS score (P=0.020) or larger maximum tumour diameters (P=0.045) were more likely to achieve postoperative remission of hydrocephalus. Most postoperative complications led to increased hospital LoS. ConclusionMicrosurgical resection of pineal tumours yielded favourable long-term outcomes. Patients with a lower KPS score, younger age, and larger maximum tumour diameters were more vulnerable to preoperative hydrocephalus and prolonged LoS. Patients with a lower KPS score or larger tumour diameter were likely to achieve significant remission of hydrocephalus after tumour resection.

Inpatient FDG PET/CT: Counterpoint-A Costly Yet Subpar Evaluation That Prolongs Hospital Length of Stay.

Inpatient FDG PET/CT: Counterpoint-A Costly Yet Subpar Evaluation That Prolongs Hospital Length of Stay.

Prevalence of Malnutrition and its Association with Early Outcomes among Adult Patients Undergoing Abdominal Surgery Admitted at Bugando Medical Centre, Mwanza, Tanzania

Introduction: Malnutrition is an emerging but neglected problem in hospitalized surgical patients which contributes significantly to the adverse postoperative outcomes. However, in most of our settings; patients scheduled for abdominal surgeries are not routinely assessed for nutritional status rendering difficultness in mitigating the avoidable predicaments. Objective: To determine the prevalence of malnutrition and its association with the early outcomes among patients undergoing abdominal surgery at Bugando Medical Centre (BMC), Mwanza, Tanzania. Methods: This was a prospective longitudinal study involving adult patients who underwent abdominal surgeries at BMC from January 2023 to June 2023. Nutritional status assessment was done according to the Nutrition Risk Screening tool (NRS-2002). Results: The overall prevalence of malnutrition was found to be 51.8%. Complication and mortality rates were 25.4% and 8.3% respectively. The overall length of hospital stay ranged from 5 days to 14 days (median of 9 days). Preoperative malnutrition was found to be statistically significant associated with early postoperative complications (OR=4.1, 95% [2.0-8.2], p-value< 0.001), prolonged Length of hospital stay (LOS) (OR=2.5, 95% [1.4-5.8], p-value = 0.003) and mortality (OR=4.6, 95% [2.5-11.2], p-value < 0.001). Furthermore, preoperative malnutrition significantly predicted surgical site infections (OR=2.2, 95% [1.0-4.8], p-value =0.047) and anastomotic leakage (OR=3.1, 95% [1.1-8.9], p-value =0.035). Conclusion: Preoperative malnutrition is a significant and independent risk factor for postoperative complications, prolonged hospital stay and mortality following abdominal surgery. This study emphasizes the need for routine assessment of nutritional status using a validated tool preoperatively so as to draft a nutrition care strategy to prevent postoperative malnutrition-related adverse outcomes.

Renoprotective Effect of Febuxostat on Contrast Induced Acute Kidney Injury in Chronic Kidney Disease Patients Stage 3. Randomized Controlled Trial

Abstract Introduction Contrast induced acute kidney injury (CI-AKI) is known to be a complication of using intravascular contrast injection. Unfortunately, It is associated with adverse outcomes as prolonged length of hospitalization and increased burden of health care costs. So, we aimed to determine the efficacy of febuxostat in prevention of contrast induced acute kidney injury among patients with chronic kidney disease Stage 3 performing percutaneous coronary intervention (PCI). Methods In a randomized controlled trial we enrolled 120 CKD stage 3 Patients with acute coronary syndrome referred to the cardiology department Ain-Shams University hospital for performing PCI and stenting. Patients were randomly assigned to two arms: Group I (study group): Included 60 patients who received Febuxostat added to the traditional treatment (IV hydration and N-acetylcysteine). The patients received Feburic 80 mg within 6- 18 hours before and within 6-18 hours after the coronary intervention (a time gap of 24 hours between two doses).Group II (control group): included 60 patients who received only traditional treatment. Results The incidence of AKI was higher in the control group with a statistically significant difference. We found that Independent Significant risk factors that led to AKI were febuxostate avoidance, DM, high urea level, high creatinine level, CKD stage 3B, high Mehran score and high AKI risk. Conclusion We demonstrated that febuxostat has a renoprotective effect and it can help to reduce the incidence CI-AKI in CKD patients stage 3 performing PCI.

Hospital-Onset Clostridioides difficile infection in chronic kidney disease patients

Introduction: Hospital-onset Clostridioides difficile infection (HO-CDI), reported as laboratory-identified (LabID) event, is common in patients with chronic kidney disease (CKD), especially those with end-stage renal disease (ESRD), and is associated with prolonged length of hospitalization and more severe disease. CKD patients are at increased of developing CDI due to frequent antimicrobial and healthcare exposures. The objective of this study was to assess recent trends of HO-CDI in patients on a nephrology unit at our academic, tertiary care institution. Methods: Retrospective cross-sectional study of patients with HO-CDI who were hospitalized on a nephrology unit between January 2021 to December 2023. Collected variables included: demographic data, characterization of HO-CDI risk factors, infection and diagnosis (including prior history of CDI, toxin versus nucleic acid amplification test [NAAT] positivity, number of loose stools), CDI rate (defined as CDI count/patient days x1000), standardized antimicrobial administration ratio (SAAR) for high-risk for CDI antimicrobials (defined by the National Healthcare Safety Network), and infection prevention and control (IPC) practices, including hand hygiene audit rates. Results: A total of 30 HO-CDI infections were reported on the nephrology unit [Table], with 8 occurring in 2021, 5 in 2022, and 17 in 2023. The median age of patients was 70.8 (range: 37-96) years, and most patients (57%) were female. The majority of patients were admitted from home (73%), and two patients (7%) had a history of CDI in the last 6 months. Among the CDI cases, 60% were NAAT positive and toxin negative, and only 50% had >3 bowel movements (BM) within 24 hours prior to the positive test. Ten percent received promotility agents prior to testing. Most cases (77%) occurred when other CDI patients were on the unit. Hand hygiene compliance rates averaged 81% over the three-year period [Figure 1A]. Eight-four per cent of patients received antibiotics within 30 days of CDI diagnosis; SAAR was >1 for quarters 2 and 4 in 2022, and quarter 1 in 2023 [Figure 1B]. Conclusion: On our nephrology unit, patients often had < 3 BM within 24 hours of CDI diagnosis, and 60% of cases were toxin-negative, NAAT-positive, suggesting possible C. difficile colonization, rather than true infection. In addition, an elevated SAAR correlated with high CDI rates. Multicomponent interventions may be required to reduce the rates of HO-CDI in CKD patients. Opportunities include emphasis on diagnostic and antimicrobial stewardship, environmental cleaning and adherence to IPC practices, including hand hygiene.

Predictors of Nonhome Discharge After Cervical Disc Replacement.

Retrospective review of a national database. The aim of this study was to identify the factors that increase the risk of nonhome discharge after CDR. As spine surgeons continue to balance increasing surgical volume, identifying variables associated with patient discharge destination can help expedite postoperative placement and reduce unnecessary length of stay. However, no prior study has identified the variables predictive of nonhome patient discharge after cervical disc replacement (CDR). The American College of Surgeons National Surgical Quality Improvement Program (ACS-NSQIP) database was queried for patients who underwent primary 1-level or 2-level CDR between 2011 and 2020. Multivariable Poisson regression with robust error variance was employed to identify the predictors for nonhome discharge destination following surgery. A total of 7276 patients were included in this study, of which 94 (1.3%) patients were discharged to a nonhome destination. Multivariable regression revealed older age (OR: 1.076, P <0.001), Hispanic ethnicity (OR: 4.222, P =0.001), BMI (OR: 1.062, P =0.001), ASA class ≥3 (OR: 2.562, P =0.002), length of hospital stay (OR: 1.289, P <0.001), and prolonged operation time (OR: 1.007, P <0.001) as predictors of nonhome discharge after CDR. Outpatient surgery setting was found to be protective against nonhome discharge after CDR (OR: 0.243, P <0.001). Age, Hispanic ethnicity, BMI, ASA class, prolonged hospital stay, and prolonged operation time are independent predictors of nonhome discharge after CDR. Outpatient surgery setting is protective against nonhome discharge. These findings can be utilized to preoperatively risk stratify expected discharge destination, anticipate patient discharge needs postoperatively, and expedite discharge in these patients to reduce health care costs associated with prolonged length of hospital stay. IV.

‘Evaluation of occupational and nonoccupational interstitial lung disease in railway workers’

Introduction Occupational lung diseases include a wide variety of respiratory diseases with clinical manifestations and diagnostic test results that have features similar to nonoccupational diseases. Aim To determine the prevalence of occupational Interstitial lung diseases (ILD) among confirmed ILD patients admitted to the chest department of Egyptian Railway Medical Centre and the assessment of the outcome. Patients and methods A total of 155 patients with confirmed ILD, were subdivided into two groups: group (A) 79 patients with occupational exposure and group (B) 76 patients with nonoccupational exposure. Both groups were subjected to a detailed history, radiological assessment, arterial blood gases, and Spirometry. Data of days of hospital stay were also recorded. Results The prevalence of confirmed cases of ILD among occupational exposure was 1.49% versus 1.1% in the nonoccupational. Range of age in occupational group was between (31and 68 years). Chest X ray (CXR) findings were positive in 58.2% and 30.2% of occupational and nonoccupational group, respectively. Among group (A), 47.1% of the patients stayed between 11 and 15 days), 15.76% admitted to ICU, and 5.2% were mechanically ventilated. While 48% of hospitalized nonoccupational patients stayed between 6 and 10 days, 8% were admitted to ICU and 4% were mechanically ventilated, Conclusion The prevalence of interstitial lung diseases with occupational exposure was 1.49%, higher than non-occupational interstitial lung diseases. They were younger in age, had history of domiciliary oxygen therapy, frequent exacerbations, and previous hospital admissions. They had prolonged length of hospital stay, particularly those not using protective measures.

Association between delayed ambulation and increased risk of adverse events after lumbar fusion surgery in elderly patients

PurposeThe relationship between delayed ambulation (DA) and postoperative adverse events (AEs) following transforaminal lumbar interbody fusion (TLIF) in elderly patients remains elusive. The aim of our study was to evaluate the effects of DA on the postoperative AEs including complications, readmission and prolonged length of hospital stay (LOS).MethodsThis was a retrospective analysis of a prospectively established database of elderly patients (aged 65 years and older) who underwent TLIF surgery. The early ambulation (EA) group was defined as patients ambulated within 48 h after surgery, whereas the delayed ambulation (DA) group was patients ambulated at a minimum of 48 h postoperatively. The DA patients were 1:1 propensity-score matched to the EA patients based on age, gender and the number of fused segments. Univariate analysis was used to compare postoperative outcomes between the two groups, and multivariate logistic regression analysis was used to identify risk factors for adverse events and DA.ResultsAfter excluding 125 patients for various reasons, 1025 patients (≤ 48 h: N = 659 and > 48 h: N = 366) were included in the final analysis. After propensity score matching, there were 326 matched patients in each group. There were no significant differences in the baseline data and the surgery-related variables between the two groups (p > 0.05). The patients in the DA group had a significant higher incidence of postoperative AEs (46.0% vs. 34.0%, p = 0.002) and longer LOS (p = 0.001). Multivariate logistic regression identified that age, operative time, diabetes, and DA were independently associated with postoperative AEs, whereas greater age, higher international normalized ratio, and intraoperative estimated blood loss were identified as independent risk factors for DA.ConclusionsDelayed ambulation was an independent risk factor for postoperative AEs after TLIF in elderly patients. Older age, increased intraoperative blood loss and worse coagulation function were associated with delayed ambulation.

Factors associated with prolonged length of stay in dengue hemorrhagic fever patients at Wangaya Hospital, Denpasar, Bali

Background: Dengue hemorrhagic fever (DHF) is a vector bone disease which is being a serious public health concern in tropical and sub-tropical countries around the world. A high number of dengue cases are reported annually in Bali. Prolonged hospital stays affect the high cost of dengue treatment. The aim of the study was to analyze the factors associated with prolonged lengths of stay in dengue hemorrhagic fever patients. Methods: This study was an analytic observational study with a retrospective study design. The data was collected from the medical records of DHF patients at Wangaya Hospital between January - May 2024. The data analysis method used was the Chi square test as a bivariate test. Results: A total of 152 subjects, mostly DHF patients, were male (54.61%), &lt;40 years old (73.68%), without comorbid disease (71.05%), without low food intake (56.58%), and with a length of stay ≥4 days (66.45%). Most of the patients (&gt;50%) had clinical symptoms of fever (100%), headache (91.45%), and myalgia (83.55%). A statistically significant association was found between comorbid disease and prolonged length of hospital stay with a p value of 0.039 (p&lt;0.05), and low food intake showed a significant association with prolonged length of stay with a p value of 0.001 (p&lt;0.05). Conclusions: This study identified that comorbid disease and low food intake were factors associated with prolonged lengths of stay in DHF patients. Findings of this study may still prove beneficial for physicians to do early identification of DHF patients who have high risk factors for prolonged hospitalization, which can be an effective tool to combat the increasing disease burden.

The Geriatric Nutritional Risk Index Is an Independent Predictor for Adverse Outcomes After Anterior Cervical Discectomy and Fusion

Malnutrition frequently is associated with increased complications and worse outcomes after surgery. The purpose of this study was to determine whether malnutrition status determined using the Geriatric Nutritional Risk Index (GNRI) can serve as an independent risk factor for complications in patients undergoing anterior cervical discectomy and fusion (ACDF). The American College of Surgeons National Surgical Quality Improvement Program database was queried from 2011 to 2016 for patients age ≥65 years who underwent ACDF. Patients were categorized into 3 groups based on the GNRI: >98, normal nutritional status; 92-98, moderately malnourished; and <92, severely malnourished. Multivariate logistic regression models adjusted for covariates of demographics, comorbidities, and operative metrics were used to evaluate GNRI as an independent risk factor for postoperative outcomes. A total of 3148 patients who underwent ACDF were analyzed, of whom 78.9% had normal nutrition, 16.1% were moderately malnourished, and 5.0% patients were severely malnourished. On multivariate analysis, moderate and severe malnutrition were found to be independent risk factors for any complication, pulmonary complications, pneumonia, unplanned intubation, and hospital length of stay >6 days (P < 0.05 for all). In addition, moderate malnutrition was a risk factor for failure to wean from ventilation for >48 hours and 30-day readmission. Severe malnutrition was an independent risk factor for septic shock and nonhome discharge. In elderly patients after ACDF, malnutrition determined using GNRI is an independent risk factor for 30-day complications, readmissions, prolonged hospital length of stay, and nonhome discharge.

High intraoperative fluid load associated with prolonged length of hospital stay and complications after non-cardiac surgery in neonates

Inappropriate perioperative fluid load can lead to postoperative complications and death. This retrospective study was designed to investigate the association between intraoperative fluid load and outcomes in neonates undergoing non-cardiac surgery. From April 2020 to September 2022, 940 neonates who underwent non-cardiac surgery were retrospectively enrolled and their perioperative data were harvested for further analysis. According to recorded intraoperative fluid volumes defined as ml.kg−1 h−1, patients were mandatorily divided into quintile with fluid load as restrictive (quintile 1, Q1), moderately restrictive (Q2), moderate (Q3), moderately liberal (Q4), and liberal (Q5). The primary outcomes were defined as prolonged length of hospital stay (LOS) (postoperative LOS ≥ 14 days), complications beyond prolonged LOS, and 30-day mortality. Secondary outcomes included postoperative complications within 14 days of hospital stay. The intraoperative fluid load was in Q1 of 6.5 (5.3–7.3) (median and IQR); Q2: 9.2 (8.7–9.9); Q3: 12.2 (11.4–13.2); Q4: 16.5 (15.4–18.0); and Q5: 26.5 (22.3–32.2) ml.kg−1 h−1. The odd of prolonged LOS was positively correlated with an increase fluid volume (Q5 quintile: OR 2.602 [95% CI 1.444–4.690], P = 0.001), as well as complications beyond prolonged LOS (Q5: OR 3.322 [95% CI 1.656–6.275], P = 0.001). The overall 30-day mortality rate was increased with high intraoperative fluid load but did not reach to a statistical significance after adjusted with confounders. Furthermore, the highest quintile of fluid load (26.5 ml.kg−1 h−1, IQR [22.3–32.2]) (Q5 quintile) was significantly associated with longer postoperative mechanical ventilation time compared with Q1 (Q5: OR 2.212 [95% CI 1.101–4.445], P = 0.026). Conclusion: Restrictive intraoperative fluid load had overall better outcomes, whilst high fluid load was significantly associated with prolonged LOS and complications after non-cardiac surgery in neonates. Trial registration: Chictr.org.cn Identifier: ChiCTR2200066823 (December 19, 2022).What is Known:• Inappropriate perioperative fluid load can lead to postoperative complications and even death.What is New:• High perioperative fluid load was significantly associated with an increased length of stay after non-cardiac surgery in neonates, whilst low fluid load was consistently related to better postoperative outcomes.

Association between Time to Emergent Surgery and Outcomes in Trauma Patients: A 10-Year Multicenter Study.

Background: Research on the impact of reduced time to emergent surgery in trauma patients has yielded inconsistent results. Therefore, this study investigated the relationship between waiting emergent surgery time (WEST) and outcomes in trauma patients. Methods: This retrospective, multicenter study used data from the Tzu Chi Hospital trauma database. The primary clinical outcomes were in-hospital mortality, intensive care unit (ICU) admission, and prolonged hospital length of stay (LOS) of ≥30 days. Results: A total of 15,164 patients were analyzed. The median WEST was 444 min, with an interquartile range (IQR) of 248-848 min for all patients. Patients who died in the hospital had a shorter median WEST than did those who survived (240 vs. 446 min, p < 0.001). Among the trauma patients with a WEST of <2 h, the median time was 79 min (IQR = 50-100 min). No significant difference in WEST was observed between the survival and mortality groups for patients with a WEST of <120 min (median WEST: 85 vs. 78 min, p < 0.001). Multivariable logistic regression analysis revealed that WEST was not associated with an increased risk of in-hospital mortality (adjusted odds ratio [aOR] = 1.05, 95% confidence interval [CI] = 0.17-6.35 for 30 min ≤ WEST < 60 min; aOR = 1.12, 95% CI = 0.22-5.70 for 60 min ≤ WEST < 90 min; and aOR = 0.60, 95% CI = 0.13-2.74 for WEST ≥ 90 min). Conclusions: Our findings do not support the "golden hour" concept because no association was identified between the time to definitive care and in-hospital mortality, ICU admission, and prolonged hospital stay of ≥30 days.

Racial Differences in Non-variceal Upper Gastrointestinal (GI) Bleeding: A Nationwide Study.

Background and aims Knowledge about the impact of race on non-variceal upper GI bleeding (NVUGIB) is limited. This study explored the racial differences in the etiology and outcome of NVUGIB. Methods We conducted a study from 2009 to 2014 using the Nationwide Inpatient Sample (NIS) database. NIS is the largest publicly available all-payer inpatient database in the USA with more than seven million hospital stays each year. The International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM) codes for NVUGIB, esophagogastroduodenoscopy (EGD) and demographics were obtained. The outcomes of interest were in-hospital mortality, hospital length of stay (HLOS), total hospital charges, admission to the intensive care unit (ICU), and patient disposition. Analysis was conducted using Chi-square tests and Tukey multiple comparisons between groups. Results Among 1,082,516 patients with NVUGIB, African American and Native Americans had the highest proportions of hemorrhagic gastritis/duodenitis (8.2% and 4.2%, respectively) and Mallory-Weiss bleeding (10.4% and 5.4%, respectively; p<0.01). African Americans were less likely to get an EGD done within 24 hours of admission compared to Whites and Latinxs (45.9% vs 50.1% and 50.4%, respectively; p<0.001). In-hospital mortality was similar among African Americans, Latinxs, and Whites (5.8% vs 5.6% vs 5.9%, respectively; p=0.175). Asian/Pacific Islanders and African Americans were more likely to be admitted to the ICU (9.6% and 9.0%, respectively; p<0.001). Moreover, African Americans had a longer HLOS compared to Latinxs and Whites (7.5 vs 6.5 and 6.4 days, respectively; p<0.001). Conversely, Asian/Pacific Islanders and Latinx incurred the highest hospital total charges compared to African Americans and Whites ($81,821 and $69,267 vs $61,484 and $53,767, respectively; p<0.001). Conclusion African Americans are less likely to receive EGD within 24 hours of admission and are more likely to be admitted to the ICU with prolonged hospital lengths of stay. Latinxs are more likely to be uninsured and incur the highest hospital costs.

Perioperative Nutritional Considerations In Patients With Inflammatory Bowel Disease

Despite significant advances in medical therapy for inflammatory bowel disease (IBD) in recent decades, surgical management remains common in the setting of both Crohn’s disease (CD) and ulcerative colitis (UC). While the risk of colectomy for UC has declined in the biologic era, most patients with CD will undergo at least one intestinal resection in their lifetime. Preoperative nutritional status is a wellestablished determinant of surgical morbidity. Surgery elicits a metabolic stress response that is proportional to the extent of surgical injury. Adequate lean body and micronutrient stores are needed for healing of surgical incisions, and the individual must be metabolically capable of anabolism for tissue repair. Deficits at any point in this process may lead to complications including anastomotic failure, surgical site infections, delayed return of gastrointestinal (GI) function, and postoperative physical disability with prolonged length of hospital stay.

Prehospital Shock Index Multiplied by the Alert/Verbal/Painful/Unresponsive Score as a Predictor of Clinical Outcomes in Traumatic Injury

Objective Various prediction scores have been developed to predict mortality in trauma patients, such as the shock index (SI), modified SI (mSI), age-adjusted SI (aSI), and the shock index (SI) multiplied by the alert/verbal/painful/unresponsive (AVPU) score (SIAVPU). The SIAVPU is a novel scoring system but its prediction accuracy for trauma outcomes remains in need of further validation. Therefore, we investigated the accuracy of four scoring systems, including SI, mSI, aSI, and SIAVPU, in predicting mortality, admission to the intensive care unit (ICU), and prolonged hospital length of stay ≥ 30 days (LOS). Methods This retrospective multicenter study used data from the Tzu Chi Hospital trauma database. The area under the receiver operating characteristic curve (AUROC) was determined for each outcome to assess their discrimination capabilities and comparing by Delong’s test. Subgroup analyses were conducted to investigate the prediction accuracy of the SIAVPU in different patient populations. Results In total, 5355 patients were included in the analysis. The median of SIAVPU were significantly higher among patients at those with major injury (1.47 vs 0.63), those admitted to the ICU (0.73 vs 0.62), those with prolonged hospital LOS≥ 30 days (0.83 vs 0.64), and those with mortality (1.08 vs 0.64). The AUROC of the SIAVPU was significantly higher than that of the SI, mSI, and aSI for 24-h mortality (AUROC: 0.845 vs 0.533, 0.540, and 0.678), 3-day mortality (AUROC: 0.803 vs 0.513, 0.524, and 0.688), 7-day mortality (AUROC: 0.755 vs 0.494, 0.505, and 0.648), in-hospital mortality (AUROC: 0.722 vs 0.510, 0.524, and 0.667), ICU admission (AUROC: 0.635 vs 0.547, 0.551, and 0.563). At the optimal cutoff value of 0.9, the SIAVPU had an accuracy of 82.2% for predicting 24-h mortality, 82.8% for predicting 3-day mortality, of 82.8% for predicting 7-day mortality, of 82.5% for predicting in-hospital mortality, of 73.9% for predicting Intensive Care Unit (ICU) admission, and of 81.7% for predicting prolonged hospital LOS ≥30 days. Conclusions Our results reveal that SIAVPU has better accuracy than the SI, mSI, and aSI for predicting 24-h, 3-day, 7-day, and in-hospital mortality; ICU admission; and prolonged hospital LOS ≥30 days among patients with traumatic injury.

Body mass index–adjusted calf circumference is associated with mortality in hospitalized older patients with excess weight

Given the innovative nature of the method, our study aimed to assess the prognostic significance of body mass index (BMI)-adjusted calf circumference (CC) in older patients who are hospitalized. This was a unique analysis as part of other cohorts comprising general hospitalized patients aged 60 years or older of both sexes. Only patients with excess weight (BMI ≥ 25 kg/m2) were included. CC was adjusted by reducing 3, 7, or 12 cm for BMI (in kg/m2) within 25-29.9, 30-39.9, and ≥40 kg/m2, respectively. CC was considered low if ≤ 34 cm for males and ≤ 33 cm for females. Clinical outcomes included prolonged length of hospital stay (LOS) and mortality. A total of 222 patients were included. After BMI adjustments, 72.1% of the patients were reclassified from a normal CC category to a low CC category. The frequency of low CC increased from 33.8% to 81.9% following BMI adjustments. Among those reclassified to the low CC, 11 died, compared to only 2 patients in the group that maintained a normal CC classification. BMI-adjusted CC was inversely associated with mortality (HR adjusted 0.84, 95% CI 0.73 to 0.95), but not with prolonged LOS. Our novel study highlights the prognostic value of BMI-adjusted CC. As an anthropometric marker of muscle mass, it proved to be a predictor of mortality in older patients with high BMI. This adjustment is further important because it may help to better detect low muscle mass in these patients where such conditions might be masked.

Clinical outcomes of patients with seizure admitted for COVID-19: Findings from the Philippine CORONA study

ObjectiveSeizure is one of the neurologic manifestations of coronavirus disease 2019 (COVID-19) infection. There are few studies focused on the outcome of hospitalized patients with COVID-19 and seizure. MethodsThis was a subgroup analysis of patients with seizure based on a nationwide, multicenter, retrospective study of COVID-19 patients admitted in 37 hospitals in the Philippines. ResultsA total of 10,881 patients with COVID-19 infection were included. Among these, 27 (0.2 %) patients had pre-existing seizure/epilepsy and 125 (1.1 %) had new-onset seizure. The patients with pre-existing seizure/epilepsy had a mean age of 49 years and majority were males (63.0 %). The patients with new-onset seizure had a mean age of 57 years and majority were males (60.5 %). Among patients with pre-existing seizure/epilepsy, there were no significant differences in the proportion of severe/critical COVID-19 (p = 0.131), all-cause mortality (p = 0.177), full/partial neurologic recovery (p = 0.190), ventilator use (p = 0.106), length of intensive care unit stay (p = 0.276), and length of hospitalization (p = 0.591). Patients with new-onset seizure were 2.65 times more likely to have severe/critical COVID-19 infection (p < 0.001), 3.12 times more likely to die (p < 0.001), and 3.51 times more likely to require a ventilator (p < 0.001) than those without new-onset seizure. New-onset seizure, however, was not significantly associated with full/partial neurologic recovery (p = 0.184) and prolonged length of hospitalization (p = 0.050). ConclusionSevere/critical COVID-19 infection, higher mortality rate, and use of a ventilator were significantly higher among patients with new-onset seizure but not among patients with pre-existing seizure/epilepsy.

Racial and ethnic disparities in hospital outcomes following hospitalizations for mastectomy for breast cancer.

e13691 Background: Racial and ethnic disparities in breast cancer (BC) treatment and survival have been well documented. White (W) and Asian (A) women are more likely to have localized BC (BC) than Black (B) or Hispanic (H) women. Furthermore, the incidence of triple negative BC is higher in B women who also have the highest death rates from BC. In this study, we aimed to identify an association between race/ethnicity and outcomes following hospitalization for mastectomy using a large national database. Methods: This study isa retrospective analysis of the National Inpatient Sample database, the largest all-payer inpatient database in the United States, of hospitalizations between 2016-2019. Patients (pts) ≥18 years of age, admitted for mastectomy for BC were included and stratified by race/ethnicity. The outcomes of the study were in-hospital mortality rate, prolonged hospital length of stay, surgical site infection, bleeding complication, cardiac complication, respiratory complication, acute kidney injury, urinary tract infection, and wound dehiscence. Hospitalizations and outcomes were identified using ICD-10 diagnosis and procedure codes. Logistic regression analysis was done to identify an association between race and outcomes. Results: A total of 302,208 pts who were hospitalized for mastectomy were included. Of these 218,092 (72.2%) pts were W, 36,242 (12.0%) were B, 25,130 (8.3%) were Hispanics, and 22,744 (7.5%) were of another race. Among B pts, adverse outcomes were significantly higher (p&lt;0.001), including in-hospital mortality rate (0.2%), prolonged hospital length of stay (64.1%), surgical site infection (0.8%), bleeding complication (4.2%), cardiac complication (0.8%), respiratory complication (0.3%), and acute kidney injury (1.4%). After adjusting for various factors including age, insurance, hospital region, hypertension, diabetes, obesity, peripheral vascular disease, alcohol use, Elixhauser comorbidity index, whether pts underwent axillary lymph node dissection and others, logistic regression was performed. This analysis identified that B pts had significantly higher odds for mortality (adjusted odds ratio [aOR], 2.99, 95% CI: 1.62-5.73), prolonged hospital length of stay (aOR, 1.32, 95% CI: 1.18-1.49), and bleeding complication (aOR, 1.28, 95% CI: 1.13-1.48). Conclusions: Results of our study show that adverse hospital outcomes following mastectomy for BC were significantly higher among Black patients. These outcomes remained significant after adjusting for clinical covariates, raising the possibility of other contributing factors to these differences in outcomes. Study limitations include the lack of information on stage at diagnosis, receptor status, and that Hispanics were categorized under race. Further studies are needed to develop effective interventions to reduce these disparities.