INTRODUCTION:A steadily rising opioid pandemic has left the US suffering significant social, economic, and health crises. Machine learning (ML) domains have been utilized to predict prolonged postoperative opioid (PPO) use. This systematic review aims to compile all up-to-date studies addressing such algorithms' use in clinical practice.METHODS:We searched PubMed/MEDLINE, EMBASE, CINAHL, and Web of Science using the keywords "machine learning," "opioid," and "prediction." The results were limited to human studies with full-text availability in English. We included all peer-reviewed journal articles that addressed an ML model to predict PPO use by adult patients.RESULTS:Fifteen studies were included with a sample size ranging from 381 to 112898, primarily orthopedic-surgery-related. Most authors define a prolonged misuse of opioids if it extends beyond 90 days postoperatively. Input variables ranged from 9 to 23 and were primarily preoperative. Most studies developed and tested at least two algorithms and then enhanced the best-performing model for use retrospectively on electronic medical records. The best-performing models were decision-tree-based boosting algorithms in 5 studies with AUC ranging from .81 to .66 and Brier scores ranging from .073 to .13, followed second by logistic regression classifiers in 5 studies. The topmost contributing variable was preoperative opioid use, followed by depression and antidepressant use, age, and use of instrumentation.CONCLUSIONS:ML algorithms have demonstrated promising potential as a decision-supportive tool in predicting prolonged opioid use in post-surgical patients. Further validation studies would allow for their confident incorporation into daily clinical practice.

Background Breast cancer is one of the most common types of cancer, with around 2.3 million cases diagnosed in 2020. One in five cancer patients develops chronic lymphedema caused by multifactorial triggers and treatment-related factors. This can lead to swelling, skin infections, and limb dysfunction, negatively affecting the patient's quality of life. This retrospective cohort study aimed to determine the associations between demographic and breast cancer characteristics and postoperative cellulitis in breast cancer survivors who underwent lymphovenous bypass surgery (LVB) at Mayo Clinic, Florida. Methods We performed a retrospective chart review. Data were collected retrospectively from 2016 to 2022. Sixty adult breast cancer survivors who underwent LVB were included in the final analysis based on specific inclusion and exclusion criteria. Patients were excluded if they did not meet the inclusion criteria or had incomplete follow-up data. Demographic and surgical data were extracted, including body mass index (BMI), type of anastomosis, number of anastomoses, and preoperative cellulitis status. Lymphedema measurements were performed using tape measurements. Fisher's exact test was used to determine statistically significant associations between variables and postoperative cellulitis. Results Postoperative cellulitis was more common in patients aged 60 to 69 years (43.2%), whites (75.0%), overweight or obese (90.9%), with one to four anastomoses (81.8%), and nonsmokers (79.5%). The mean International Society of Lymphology (ISL) criteria for both postoperative cellulitis and no postoperative cellulitis was 1.93. Statistically significant associations with postoperative cellulitis were found for the number of anastomoses (p = 0.021), smoking status (p = 0.049), preoperative cellulitis (p = 0.04), and the length of years with lymphedema diagnosis variable (p = 0.004). Conclusion Our results suggest that a greater number of anastomoses, smoking, preoperative cellulitis, and years with lymphedema are significantly associated with an increased risk of postoperative cellulitis. Awareness of these risk factors is crucial for monitoring and early treatment of infections following surgery.

Upper and lower limb amputations are frequently associated with phantom limb pain (PLP). Recently, virtual reality (VR) and augmented reality (AR) have been reported as a potential therapy of PLP. We have conducted a systematic review of literature to evaluate the efficacy of VR and AR in managing PLP. Four databases were searched: PubMed, EMBASE, Cumulative Index to Nursing and Allied Health Literature, and Web of Science. We utilized the Preferred Reporting Items for Systematic Reviews and Meta-Analysis for our organization. The initial search resulted in 164 results. After title, abstract, and full-text screening, 9 studies were included. One study was of good quality and 8 studies were of fair to poor quality. Seven studies utilized VR and 2 studies utilized AR. The number of treatment sessions ranged from 1 to 28 and the duration ranged from 10 minutes to 2 hours. Several pain scales were used to evaluate PLP pre- and postintervention including Numeric Rating Scale, Pain Rating Index, McGill Pain Questionnaire, and Visual Analog Scale. All the studies reported improvement of PLP on one or more of pain scales after one or more sessions of VR or AR. Despite the promising results reported by literature, we cannot recommend using VR or AR for PLP. Most of the studies are of poor design and have limited sample size with high bias levels. Therefore, no substantial evidence can be derived from them. However, we do believe further research with high-quality randomized controlled trials should take place to increase the knowledge of the potential advantages.

IntroductionVascularized composite allotransplantation (VCA) is the transplantation of multiple tissue types as a solution for devastating injuries. Despite the highly encouraging functional outcomes of VCA, the consequences of long-term immunosuppression remain the main obstacle in its application. In this review, we provide researchers and surgeons with a summary of the latest advances in the field of cell-based therapies for VCA tolerance.MethodsFour electronic databases were searched: PubMed, Scopus, Cumulative Index to Nursing and Allied Health Literature , and Web of Science. We used the Preferred Reporting Items for Systematic Reviews and Meta-Analysis as the basis of our organization.ResultsHematopoietic stem cells prolonged VCA survival. A combination of immature dendritic cells and tacrolimus was superior to tacrolimus alone. T cell Ig domain and mucin domain modified mature dendritic cells increased VCA tolerance. Bone marrow-derived mesenchymal stem cells prolonged survival of VCAs. A combination of adipose-derived mesenchymal stem cells, cytotoxic T-lymphocyte antigen 4 immunoglobulin, and antilymphocyte serum significantly improved VCA tolerance. Ex-vivo allotransplant perfusion with recipient’s bone marrow-derived mesenchymal stem cells increased VCA survival. Recipient's adipose-derived mesenchymal stem cells and systemic immunosuppression prolonged VCA survival more than any of those agents alone. Additionally, a combination of peripheral blood mononuclear cells shortly incubated in mitomycin and cyclosporine significantly improved VCA survival. Finally, a combination of donor recipient chimeric cells, anti-αβ-T cell receptor (TCR), and cyclosporine significantly prolonged VCA tolerance.ConclusionsEvidence from animal studies shows that cell-based therapies can prolong survival of VCAs. However, there remain many obstacles for these therapies, and they require rigorous clinical research given the rarity of the subjects and the complexity of the therapies. The major limitations of cell-based therapies include the need for conditioning with immunosuppressive drugs and radiation, causing significant toxicity. Safety concerns also persist as most research is on animal models. While completely replacing traditional immunosuppression with cell-based methods is unlikely soon, these therapies could reduce the need for high doses of immunosuppressants and improve VCA tolerance.

Background: The use of bone morphogenic protein and mesenchymal stem cells has shown promise in promoting bone regeneration in calvarial defects. However, a systematic review of the available literature is needed to evaluate the efficacy of this approach. Methods: We comprehensively searched electronic databases using MeSH terms related to skull defects, bone marrow mesenchymal stem cells, and bone morphogenic proteins. Eligible studies included animal studies that used BMP therapy and mesenchymal stem cells to promote bone regeneration in calvarial defects. Reviews, conference articles, book chapters, and non-English language studies were excluded. Two independent investigators conducted the search and data extraction. Results: Twenty-three studies published between 2010 and 2022 met our inclusion criteria after a full-text review of the forty-five records found in the search. Eight of the 23 studies used mice as models, while 15 used rats. The most common mesenchymal stem cell was bone marrow-derived, followed by adipose-derived. BMP-2 was the most popular. Stem cells were embedded in Scaffold (13), Transduction (7), and Transfection (3), and they were delivered BMP to cells. Each treatment used 2 × 104–1 × 107 mesenchymal stem cells, averaging 2.26 × 106. Most BMP-transduced MSC studies used lentivirus. Conclusions: This systematic review examined BMP and MSC synergy in biomaterial scaffolds or alone. BMP therapy and mesenchymal stem cells in calvarial defects, alone, or with a scaffold regenerated bone. This method treats skull defects in clinical trials. The best scaffold material, therapeutic dosage, administration method, and long-term side effects need further study.

INTRODUCTION: Postmastectomy lymphedema is the most common cause of secondary lymphedema in the developed world, and it has a significant negative impact on patients’ quality of life. OBJECTIVES: The objective of this study is to define the relationship between BMI and postmastectomy lymphedema, so we can have a better understanding of the disease which could improve the current clinical practice. METHODS: This study was conducted with anonymized data accessed via the TriNetX platform. All data collection, processing, and transmission were done in compliance with data protection laws applicable to the contributing HCOs. Analysis is performed at HCO with only aggregated results being returned to the platform. We utilized ICD-10, CPT, and TNX- curated codes to build our cohorts. We compared mastectomy patients who are overweight, obese, or morbidly obese at the time of surgery with those who had a BMI that ranged from 18.5- 24.9 kg/m2. The patients were stratified by WHO categories: underweight BMI< 18.5 kg/m2, normal weight BMI 18.5- 24.9, overweight BMI 25- 29.9, Class I obese BMI 30- 34.9, Class II obese BMI 35- 39.9, and obese class III BMI ≥ 40. The cohorts were matched by age, sex, race, axillary lymph node dissection, radiotherapy, chemotherapy, hypertension, diabetes mellitus, congestive heart failure, chronic kidney disease, cellulitis, type of mastectomy procedure, type of breast reconstruction. The outcome of interest was development of postmastectomy lymphedema in the first three years after mastectomy. RESULTS: There were 111,619 mastectomy encounters in the TriNetX database from the year 2000 to 2019, of which, 27,423 patients had BMI index reported on the day of surgery (24.6% of all cases). The mean age at index was 57.3 years (SD 15.2), and 96% were females. The mean BMI for the cohort was 28.8 (SD 6.53). The incidence proportion of postmastectomy lymphedema was lowest in the underweight and normal weight patients (1.719% and 2.296, respectively), while it was the highest in class III obese cohort (5.144%), followed by class I obese (3.978%), class II obese (3.912%), and overweight cohort (3.175%). After matching, there was an increased risk of postmastectomy lymphedema in overweight (RR 1.265, 95% CI 1.059- 1.513, P= 0.0096), class I obese (RR 1.674, 95% CI 1.399- 2.002, P< 0.0001), class II obese (RR 1.704, 95% CI 1.299- 2.234, P< 0.0001), and class III obese (RR 2.636, 95% CI 1.872- 3.714, P< 0.0001). There was no significant difference in the underweight cohort (RR 0.8, 95% CI 0.44- 1.456, P= 0.4631). Subsequent analysis revealed increased risk of postmastectomy lymphedema in patients who received taxanes therapy (RR 3.385, 95% CI 3.212- 3.569, P< 0.0001). Hypertension was associated with increased risk of postmastectomy lymphedema (RR 1.36, 95% CI 1.26- 1.469, P< 0.0001). There was no increased risk of lymphedema in chronic kidney disease (RR 1.021, 95% CI 0.869- 1.2, P= 0.7985), or congestive heart failure (RR 1.229, 95% CI 0.997- 1.515, P= 0.0503). CONCLUSION: Obesity and taxanes are independent risk factors for postmastectomy lymphedema. Therefore, weight reduction interventions should be the focus of future research.

Catheter ablation of atrial fibrillation (CAF) is increasingly being used in the United ries (MBs) over a 6-year period (2013 to 2019). Using the Center of Medicare and to 2019 was included. We stratified CAF use data geographically (Northeast, South, West, and Midwest) and identified the number of CAFs per 100,000 MBs, number of ual electrophysiologist, and average submitted charge for CAF. In addition, we stratified the data per urban versus rural areas and gender of the operator. We found that the mean atrial fibrillation (AF) prevalence, rates of CAFs, number of electrophysiologists performing CAFs, and number of CAFs per electrophysiologist have increased steadily in all regions. The mean AF prevalence was different among regions, with the highest prevalence in the Northeast (p <0.001); however, there was a pattern of higher CAFs rates in the West and the South (p & GE;0.057). The number of electrophysiologists performing CAFs was not different among regions; however, the number of CAFs per electrophysiologist was higher in the West and the South (p <0.001). The average submitted charge for CAF has decreased over years and was the lowest in the West and the South (p <0.001). There was no major difference in these variables regarding operator gender. In conclusion, there are significant variations in CAF use among MBs in the United States according to geographic and urban versus rural regions. These variations have the potential to impact the outcomes in MBs diagnosed with AF.

Purpose Telehealth allows for connections between patients and physicians physically located in different places. This communication can be synchronous when made in real-time or asynchronous when the data or files are stored and transmitted for a later evaluation. This systematic review aimed to evaluate available resources for remote patient imaging and its reliability as a diagnostic tool. Methods A database search was conducted and included articles published in the last five years that evaluated remote patient imaging through telemedicine compared with the standard of care in several medical specialties. The search followed the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines for study selection. Results A total of 1,095 studies were identified after the removal of duplicates. Twenty-seven articles fulfilled our inclusion and exclusion criteria. We found that different telemedicine platforms were used to share photographs and videos of direct patient interaction transmitted via smartphones, medical devices, and tablets. Diagnostic tests, including images of radiographs, ultrasounds, CT scans, and biopsy results, were additionally shared. A variety of images remotely evaluated showed a high or moderate level of reliability in making accurate diagnosis and screening conditions when compared with the in-person patient evaluation as the gold standard of care, (explain gold standard in a one-liner). Moreover, this technique allows for reliable follow up of patients with chronic diseases or for postoperative care. Conclusions The synchronous and asynchronous remote evaluation of images through the telemedicine system has demonstrated to be feasible and helpful for diagnosis of acute conditions, cancer screening, postoperative follow-up, and control of patients with chronic conditions. Therefore, the system can enhance patient access to the most qualified and specialized care globally.

Background Most of a surgeon's office time is dedicated to patient education, preventing an appropriate patient-physician relationship. Telephone-accessed artificial intelligent virtual assistants (AIVAs) that simulate a human conversation and answer preoperative frequently asked questions (FAQs) can be effective solutions to this matter. An AIVA capable of answering preoperative plastic surgery-related FAQs has previously been described by the authors. Objectives The aim of this paper was to determine patients' perception and satisfaction with an AIVA. Methods Twenty-six adult patients from a plastic surgery service answered a 3-part survey consisting of: (1) an evaluation of the answers' correctness, (2) their agreement with the feasibility, usefulness, and future uses of the AIVA, and (3) a section on comments. The first part made it possible to measure the system's accuracy, and the second to evaluate perception and satisfaction. The data were analyzed with Microsoft Excel 2010 (Microsoft Corporation, Redmond, WA). Results The AIVA correctly answered the patients' questions 98.5% of the time, and the topic with the lowest accuracy was "nausea." Additionally, 88% of patients agreed with the statements of the second part of the survey. Thus, the patients' perception was positive and overall satisfaction with the AIVA was high. Patients agreed the least with using the AIVA to select their surgical procedure. The comments provided improvement areas for subsequent stages of the project. Conclusions The results show that patients were satisfied and expressed a positive experience with using the AIVA to answer plastic surgery FAQs before surgery. The system is also highly accurate.

Background: Despite numerous measures used to prevent pressure ulcers, their growing prevalence in recent years is expected to continue as the population ages. This review aims to report the outcomes of the regenerative potential of MSCs in treating pressure ulcers, assessing the effectiveness of MSCs in treating pressure ulcers. Methods: A computerized search for articles on animal models that use MSCs as primary therapy to treat pressure ulcers, published from conception to present, was conducted using PubMed, MEDLINE, Embase, and CINAHL. Our search yielded 52 articles, narrowed to 44 after excluding duplicates. Results: Out of 52 articles collected from four databases, 11 met the inclusion criteria. A total of 11 articles published between 2008 and 2020 met the inclusion criteria. Eight studies were observational descriptive papers in animal models, and three were prospective. Six studies used autologous MSCs, while five used allogenic MSCs. Three studies were conducted in humans, and the remaining eight were conducted in animals. The most common method of cell delivery was an intradermal injection in the margins of the ulcer. All studies reported positive results, including improved wound healing, reduced inflammation, and improved tissue regeneration. Conclusions: MSCs have shown promising results in treating pressure ulcers in animal and clinical trials. The combination of MSCs and scaffold materials has also been studied and found to be effective in wound healing. A standardized human wound model has been proposed further to investigate the efficacy of cell-based therapies for chronic wounds. However, more research is needed to determine the best quantity of cells to apply for pressure ulcers and to ensure the safety and efficacy of these treatments in clinical settings.

Background Breast cancer is the most common malignancy and the second most common cause of death in women worldwide. Axillary lymph node metastasis (ALNM) is the most significant prognostic factor in breast cancer. Under the current guidelines, sentinel lymph node biopsy (SLNB) is the standard of axillary staging in patients with clinically-node negative breast cancer. Despite the minimally invasive nature of SLNB, it can cause short and long-term morbidities, including pain, sensory impairment, and upper limb motor dysfunction. However, lymphedema remains the most feared adverse event, and it affects 7% of patients within 36 months of follow-up. Recently, we have witnessed the implication of radiomics and artificial intelligence domains in the diagnosis and follow-up of many malignancies with promising results. Therefore, we have conducted a systematic search to investigate the potential of radiomics and artificial intelligence in predicting ALNM. Methods Four electronic databases were searched: PubMed, Scopus, CINAHL, and Web of Science. We used the Preferred Reporting Items for Systematic Reviews and Meta-Analysis as our basis of organization. Results For radiomics, the area under the curve (AUC) for the included studies ranged from 0.715 to 0.93. Accuracy ranged from 67.7% to 98%. Sensitivity and specificity ranged from 70.3% to 97.8% and 58.4% to 98.2%, respectively. For other artificial intelligence methods, AUC ranged from 0.68 to 0.98, while accuracy ranged from 55% to 89%. Conclusion The results of radiomics and artificial intelligence in predicting ALNM are promising. However, validation as a substitute for SLNB requires more substantial evidence from large randomized trials.

Background: We sought to investigate the outcomes of direct oral anticoagulants (DOACs) versus warfarin in patients with atrial fibrillation and bioprosthetic mitral valve replacement (bMVR) due to rheumatic heart disease. Methods: We performed a retrospective study using the TriNetX global database to identify patients with atrial fibrillation and bMVR due to rheumatic heart disease from 2010 to 2020. Patients who had mechanical mitral or aortic valve replacement were excluded. Patients were stratified into 2 groups: DOAC group and Warfarin group. 1:1 propensity-score matching to control for baseline differences between the two groups was performed. The primary endpoint was ischemic stroke and secondary endpoints were all-cause mortality, major bleeding, myocardial infarction, and all-cause hospitalization over a mean follow-up of 3 years. Results: A total of 2,011 patients were identified and 586 were included after propensity-score matching (293 patients in each group). Patients in the DOAC group, compared to the warfarin group aged 68.9 ± 11.2 vs 68.2 ± 11 years (P=0.41) and 63.4% vs 63.8% were females (P=0.93). There was no significant difference between the two groups in ischemic stroke, all-cause mortality, major bleeding, myocardial infarction, and all-cause hospitalization. (Table 1, figure 1). Conclusion: In patients with atrial fibrillation and bMVR due to rheumatic heart disease, DOACs use was associated with similar rates of ischemic stroke, mortality, major bleeding, myocardial infarction, or hospitalization compared to warfarin.

Background: Sodium-glucose cotransporter-2 inhibitors (SGLT2i) have been proven to improve clinical outcomes in heart failure (HF). However, there remains a paucity of data on the potential cardioprotective impact of SGLT2i in cancer patients receiving anthracyclines. Aim: To evaluate if SGLT2i use is associated with improved outcomes in anthracycline-treated cancer patients. Methods: Using TriNetX Global Research Network from 2013 to 2021, patients diagnosed with cancer and receiving anthracycline therapy were identified and categorized into those who were taking SGLT2i versus those who were not. A 1:1 propensity score matching was used to control for baseline characteristics between the two groups. Patients were followed for 2 years. The primary endpoint was all-cause mortality and secondary endpoints were new-onset HF, acute HF exacerbation, myocardial infarction, new-onset atrial fibrillation/flutter, and all-cause hospitalization. Results: A total of 82,369 anthracycline-treated cancer patients were identified. After propensity score matching application, 1,412 patients were included in our analysis (706 patients in each group). Patients on SGLT2i had lower rates of all-cause mortality (OR: 0.7 [95% CI: 0.56, 0.88]; P=0.002), acute HF exacerbation (OR: 0.64 [95% CI: 0.41-1]; P=0.048), and new-onset atrial fibrillation/flutter (OR: 0.52 [95% CI: 0.33, 0.8]; P=0.003) compared to those not on SGLT2i. The incidence of myocardial infarction, new-onset HF, and all-cause hospitalization were similar between the two groups (Figure). Conclusion: Among cancer patients receiving anthracyclines, SGLT2i were associated with lower rates of mortality, acute HF exacerbations, and new-onset atrial fibrillation/flutter and similar rates of myocardial infarction, new-onset HF, and hospitalization.

BACKGROUND:Aortic stenosis (AS) is associated with myocardial ischemia through different mechanisms and may impair coronary arterial flow. However, data on the impact of moderate AS in patients with acute myocardial infarction (MI) is limited.AIMS:This study aimed to investigate the impact of moderate AS in patients presenting with acute myocardial infarction (MI).METHODS:We conducted a retrospective analysis of all patients who presented with acute MI to all Mayo Clinic hospitals, using the Enterprise Mayo PCI Database from 2005 to 2016. Patients were stratified into two groups: moderate AS and mild/no AS. The primary outcome was all cause mortality.RESULTS:The moderate AS group included 183 (13.3%) patients, and the mild/no AS group included 1190 (86.7%) patients. During hospitalization, there was no difference between both groups in mortality. Patients with moderate AS had higher in-hospital congestive heart failure (CHF) (8.2% vs. 4.4%, p = 0.025) compared with mild/no AS patients. At 1-year follow-up, patients with moderate AS had higher mortality (23.9% vs. 8.1%, p < 0.001) and higher CHF hospitalization (8.3% vs. 3.7%, p = 0.028). In multivariate analysis, moderate AS was associated with higher mortality at 1-year (odds ratio 2.4, 95% confidence interval [1.4-4.1], p = 0.002). In subgroup analyses, moderate AS increased all-cause mortality in STEMI and NSTEMI patients.CONCLUSION:The presence of moderate AS in acute MI patients was associated with worse clinical outcomes during hospitalization and at 1-year follow-up. These unfavorable outcomes highlight the need for a close follow-up of these patients and for timely therapeutic strategies to best manage these coexisting conditions.

BACKGROUND:Remote patient monitoring (RPM), or telemonitoring, offers ways for health care practitioners to gather real-time information on the physiological conditions of patients. As telemedicine, and thus telemonitoring, is becoming increasingly relevant in today's society, understanding the practitioners' opinions is crucial. This systematic review evaluates the perspectives and experiences of health care practitioners with telemonitoring technologies.METHODS:A database search was conducted following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines for the selection of articles measuring health care practitioners' perspectives and experiences with RPM technologies published between 2017 and 2021. Only articles written in English were included. No statistical analysis was performed and thus this is a qualitative review.RESULTS:A total of 1605 studies were identified after the initial search. After applying the inclusion and exclusion criteria of this review's authors, 13 articles were included in this review. In all, 2351 practitioners' perspectives and experience utilizing RPM technology in a variety of medical specialties were evaluated through close- and open-ended surveys. Recurring themes emerged for both the benefits and challenges. Common benefits included continuous monitoring of patients to provide prompt care, improvement of patient self-care, efficient communication, increased patient confidence, visualization of health trends, and greater patient education. Challenges comprised increased workload, higher patient anxiety, data inaccuracy, disorienting technology, financial issues, and privacy concerns.CONCLUSION:Health care practitioners generally believe that RPM is feasible for application. Additionally, there is a consensus that telemonitoring strategies will become increasingly relevant. However, there are still drawbacks to the technology that need to be considered.

The use of transcatheter aortic valve replacement (TAVR) in the United States has been increasing but with variability. We used a 100% sample of Medicare beneficiaries (MBs), from the Centers for Medicare and Medicaid Services database, who underwent TAVR by cardiologists between 2015 and 2019. We stratified data by geographic region, rural/urban areas, and provider's gender. We examined the average number of TAVRs performed per 100,000 MBs, the average number of TAVRs performed per individual cardiologist, and the average submitted charge (ASC) per procedure. The number of TAVR per 100,000 MBs was significantly variable among regions in all years (all P≤0.028), except in 2015 (P=0.103), with the highest rates being in the Northeast and the lowest being in the West. The number of TAVRs per cardiologist was significantly different among regions only in 2019 (P=0.04), with the Northeast showing the highest numbers and the South showing the lowest. The ASC was also significantly variable among regions in all years (all P≤0.01). The highest ASC was in the Midwest for all years, whereas the lowest was in the West in 2015 to 2016 and in the South in 2017 to 2019. In all years, the number of TAVRs per cardiologist was higher in urban areas than in rural areas (all P<0.05); however, rural cardiologists had higher ASCs (all P<0.05). The number of TAVR procedures per cardiologist was not significantly different between male and female cardiologists (all P>0.1). Female cardiologists had a significantly higher ASC only in 2015 (P=0.034). In conclusion, there are variations in TAVR use and charges for MBs according to geographic, urban, and rural regions and the performing cardiologist's gender.

Background: Sodium-glucose cotransporter-2 inhibitors (SGLT2i) have been demonstrated to improve outcomes in congestive heart failure (HF). However, their effect in hypertrophic cardiomyopathy (HCM) is unknown. Research Question: Can SGLT2i improve clinical outcomes in HCM patients? Methods: Using TriNetX Global Research Network from March 2013 to February 2021, patients diagnosed with HCM (ICD-10 codes I42.1, I42.2) were identified and categorized into 2 groups: those on SGLT2i vs. those who are not. To avoid inclusion of other causes of left ventricular hypertrophy, patients with aortic stenosis or systemic hypertension were excluded. Propensity score matching (PSM) was used to limit confounders. Primary outcome was all-cause mortality and secondary outcomes were HF exacerbation, all-cause hospitalization, and documented cardiovascular symptoms (chest pain, dyspnea, palpitations, or leg edema) over a 2-year follow-up period. Results: A total of 27,561 HCM patients were identified; 408 (1.5%) on SGLT2i and 27,153 (98.5%) were not. Patients on SGLT2i were older (55 ± 15 vs. 48 ± 19, p<0.01) and had more comorbidities, including a nearly 6-fold higher prevalence of diabetes mellitus (44% vs. 7%, p<0.01) and congestive HF (65% vs. 10%, p<0.01). After PSM, each group consisted of 355 patients. HCM patients on SGLT2i had lower rates of all-cause mortality (OR 0.22 [95% CI: 0.12, 0.39]; p<0.01), hospitalizations (OR 0.72 [95% CI: 0.53, 0.98]; p=0.04), and cardiovascular symptoms (OR 0.71 [95% CI: 0.52, 0.97]; p=0.029) when compared to patients not on SGLT2i. There was no statistical difference in the rate of HF exacerbation (OR 0.82 [95% CI: 0.54, 1.24]; p=0.3). Conclusion: In this large dataset, SGLT2i use in a select subset of HCM patients was associated with improved survival, less hospitalizations, and fewer cardiovascular symptoms. These data support future randomized trials to evaluate the efficacy and safety of SGLT2i in more diverse HCM patient populations.

Severe burns elicit a state of physiological stress and increased metabolism to help the body compensate for the changes associated with the traumatic injury. However, this hypermetabolic state is associated with increased insulin resistance, cardiovascular dysfunction, skeletal muscle catabolism, impaired wound healing, and delayed recovery. Several interventions were attempted to modulate burn hypermetabolism, including nutritional support, early excision and grafting, and growth hormone application. However, burn hypermetabolism still imposes significant morbidity and mortality in burn patients. Due to the limitations of in vitro models, animal models are indispensable in burn research. Animal models provide researchers with invaluable tools to test the safety and efficacy of novel treatments or advance our knowledge of previously utilized agents. Several animal studies evaluated novel therapies to modulate burn hypermetabolism in the last few years, including recombinant human growth hormone, erythropoietin, acipimox, apelin, anti-interleukin-6 monoclonal antibody, and ghrelin therapies. Results from these studies are promising and may be effectively translated into human studies. In addition, other studies revisited drugs previously used in clinical practice, such as insulin and metformin, to further investigate their underlying mechanisms as modulators of burn hypermetabolism. This review aims to update burn experts with the novel therapies under investigation in burn hypermetabolism with a focus on applicability and translation. Furthermore, we aim to guide researchers in selecting the correct animal model for their experiments by providing a summary of the methodology and the rationale of the latest studies.