Tree-Based Reinforcement Learning for Identifying Optimal Personalized Treatment Decisions for Hand Deformity in Rheumatoid Arthritis.

BACKGROUND: Silicone metacarpophalangeal joint arthroplasty (SMPA) can reconstruct metacarpophalangeal (MCP) joint deformities in the rheumatoid hand, but patient selection criteria for the procedure remains unclear. We used statistical learning to elucidate patient selection criteria that will enhance long-term patient-reported and functional outcomes in patients with severe hand rheumatoid arthritis (RA). METHODS: This is a secondary analysis of a prospective study of 169 adults with severe hand RA (average combined ulnar deviation (UD) and extensor lag (EL) at the MCP joint ≥ 50 degrees, per finger) with one-year follow-up, conducted at three centers in the United States and England from January 1, 2004, to December 31, 2011. Primary outcomes were Michigan Hand Outcomes Questionnaire (MHQ) pain sub-score, changes in EL, UD, and Arthritis Impact Measurement Scale (AIMS2) score. A tree-based reinforcement learning (T-RL) model was used to estimate clinical decision rules for treatment. RESULTS: 132 patients (mean[SD], 61[9] years; 108[72%] female) were included in the SMPA (n=50) and non-SMPA (n=82) cohorts. To minimize EL and UD, patients should undergo SMPA. To minimize pain, patients older than 55 should undergo SMPA. To increase hand-related quality-of-life (QOL), patients with grip strength <12 kg should undergo SMPA. Estimations with imputed missing data were similar, aside from a lower grip strength (<8 kg) threshold for hand-related QOL. CONCLUSION: Unless there is significant comorbidity that precludes surgery, most patients older than 55 with severe hand RA will have improved QOL, pain, and function after SMPA. Patients with preserved grip strength may benefit from continued medical management.

Bioengineered Nerve Conduits and Wraps.

Peripheral nerve injuries are prevalent and their treatments present significant challenges. Among the various reconstructive options, nerve conduits and wraps are popular choices. Advances in bioengineering and regenerative medicine have led to the development of new biocompatible materials and implant designs that offer the potential for enhanced neural recovery. Cost, nerve injury type, and implant size must be considered when deciding on the ideal reconstructive option.

Evaluating Outcomes Following Nerve Repair: Beyond the Medical Research Council.

Peripheral nerve injuries are common and remain a significant health challenge. Outcome measurements are used to evaluate injury, monitor recovery after nerve repair, and compare scientific advances. Clinical judgement is required to determine which available tools are most applicable, which requires a vast understanding of the available outcome measurements. In this article we discuss the highest yield tools available for clinical application.

Postoperative hand therapy and the 2018 Medicare therapy cap repeal: Appraising cost and use changes.

BACKGROUND: Therapy use is common following carpal tunnel release (CTR), trigger finger release, ganglion cyst excision, De Quervain tenosynovitis release, carpometacarpal arthroplasty, and distal radius fracture, open reduction internal fixation or percutaneous pinning (DRF). Policy that improves coverage influences the cost and use of health care services. PURPOSE: This study aims to evaluate changes to the cost and use of postoperative hand therapy by race and procedure following the repeal of a longstanding annual Medicare outpatient therapy cap. STUDY DESIGN: Retrospective cohort study. METHODS: This is a longitudinal retrospective cohort study using a quasi-experimental interrupted time series design, including patients who underwent common hand surgeries from January 1, 2016-December 31, 2019. RESULTS: This study included 203,672 patients with a mean age of 71.4 years. Neither White (1.00, 95% confidence interval [CI]: 0.999-1.007, p = 0.45) nor non-White (1.00, 95% CI: 1.00-1.01, p = 0.06) patients experienced monthly changes in therapy use before policy implementation. Therapy frequency increased following CTR (odds ratio [OR] 1.12, 95% CI: 1.11-1.14, p < 0.001), trigger finger release (OR 1.09, 95% CI: 1.07-1.10, p < 0.001), and DRF (OR 1.05, 95% CI: 1.03-1.06, p < 0.001) following implementation. CONCLUSIONS: This study found that improved coverage was associated with increased postoperative therapy use among some subsets, including CTR and DRF, suggesting the need to optimize coverage by means such as prior authorization or bundled payments, rather than only increasing coverage benefits.

Digital twin mathematical models suggest individualized hemorrhagic shock resuscitation strategies.

BACKGROUND: Optimizing resuscitation to reduce inflammation and organ dysfunction following human trauma-associated hemorrhagic shock is a major clinical hurdle. This is limited by the short duration of pre-clinical studies and the sparsity of early data in the clinical setting. METHODS: We sought to bridge this gap by linking preclinical data in a porcine model with clinical data from patients from the Prospective, Observational, Multicenter, Major Trauma Transfusion (PROMMTT) study via a three-compartment ordinary differential equation model of inflammation and coagulation. RESULTS: The mathematical model accurately predicts physiologic, inflammatory, and laboratory measures in both the porcine model and patients, as well as the outcome and time of death in the PROMMTT cohort. Model simulation suggests that resuscitation with plasma and red blood cells outperformed resuscitation with crystalloid or plasma alone, and that earlier plasma resuscitation reduced injury severity and increased survival time. CONCLUSIONS: This workflow may serve as a translational bridge from pre-clinical to clinical studies in trauma-associated hemorrhagic shock and other complex disease settings.

Research to improve survival in patients with severe bleeding after major trauma presents many challenges. Here, we created a computer model to simulate the effects of severe bleeding. We refined this model using data from existing animal studies to ensure our simulations were accurate. We also used patient data to further refine the simulations to accurately predict which patients would live and which would not. We studied the effects of different treatment protocols on these simulated patients and show that treatment with plasma (the fluid portion of blood that helps form blood clots) and red blood cells jointly, gave better results than treatment with intravenous fluid or plasma alone. Early treatment with plasma reduced injury severity and increased survival time. This modelling approach may improve our ability to evaluate new treatments for trauma-associated bleeding and other acute conditions.

A Case of Frostbite on Hands due to Liquid Nitrogen.

This study examines a rare case of frostbite on the hands caused by liquid nitrogen, focusing on the scar maturation process. Frostbite is typically less prone to abnormal scarring compared to burns, and this report contrasts the differences in scar maturation between the two. A 31-year-old male hospital employee sustained first- to second-degree frostbite on his gloved hands from a 20-second exposure to liquid nitrogen while changing a cylinder. Conservative treatment was applied, and the patient was monitored for 9 months. The deeply affected area took 50 days to epithelialize but healed without hypertrophic scarring. A mild extension contracture was noted in the distal interphalangeal joint of the right index finger, but the skin remained supple and soft. Incidents of liquid nitrogen-induced frostbite are uncommon, with only 14 cases reported in PubMed® previously. In frostbite, the wound healing involves a slow replacement of damaged connective tissue, which acts as an internal splint, reducing wound contraction. This contrasts with burns, where rapid connective tissue replacement occurs, often leading to significant wound contraction due to the presence of myofibroblasts in granulation tissue. In the presented case, the slow healing process and minimal wound contraction led to mature scarring without abnormalities, underlining a distinctive healing trajectory in frostbite injuries compared to burns.

Beyond the Signature: Informed Consent from a Legal Perspective and its Implications for Plastic Surgery.

SUMMARY: Informed consent is the principal tool that bridges the gap between clinical practice and our society's ethical ideals. The intricacies of informed consent, however, are frequently misunderstood and its effective implementation can be challenging in practice. The continuous stream of innovations, wide array of procedures, and other characteristics inherent to the practice of plastic surgery compound the challenges of implementing informed consent. Unfortunately, there remains a dearth of literature to provide a comprehensive overview of informed consent as it relates to plastic surgery. In this article, we highlight the history, legal components, and challenges of informed consent within plastic surgery and offer recommendations on how to approach them. A deeper understanding of informed consent helps enhance patient care, mitigates unnecessary malpractice risk, and leads to better physician-patient relationships.

Cultivating a "Feminine" Surgical Culture: Lessons from Indonesia.

BACKGROUND: Despite a growing number of female physicians, most practicing surgeons in the U.S. are still men. By contrast, Indonesia has achieved notable gender parity among surgeons, with the number of women practicing as plastic surgeons projected to soon surpass men. Achieving more female representation in plastic surgery is important for delivering high-quality care, especially in the face of physician shortages and high burnout. METHODS: This survey study was conducted at the 26th Annual Scientific Meeting of the Indonesian Association of Plastic Reconstructive and Aesthetic Surgeons (InaPRAS) in Manado, Indonesia, during August 2023. Respondents were asked about their perceptions of plastic surgery, mentorship, career motivations, and caregiving responsibilities. Responses were scored using a 3-point Likert scale of agreement to statements (Disagree, Neutral, Agree); χ2 and Fischer's exact test were performed to assess differences in responses by gender. RESULTS: In this validated survey of 175 plastic surgeon trainees and attendings, there were no significant difference between genders in the perception and roles of mentorship in preparing for a career in plastic surgery. Respondents for both genders espoused optimistic views on work-life balance items, including time for family and friends and flexibility of work schedules. CONCLUSION: Indonesia can serve as a model for encouraging greater gender parity in plastic surgery. Community-level interventions such as family leave policies, childcare provisions, and initiatives to promote an inclusive culture will create a more supportive workplace to increase women's representation in plastic surgery in the United States and around the world.

P-Value Reporting and Reliability in Plastic and Reconstructive Surgery: A Primer for Readers and Investigators.

The p-value is ubiquitous in research. However, misuse and misinterpretation are common. This special topics article aims to demystify the p-value for researchers, students, physicians, and experienced investigators alike. To accomplish this aim, the origins of the p-value, what they represent, and principles of application are described through use of examples from real datasets. Developing understanding of the true meaning of this statistical measure has the power to improve and inform clinical research.

Carpal tunnel syndrome.

Carpal tunnel syndrome (CTS) is the most common nerve entrapment disorder worldwide. The epidemiology and risk factors, including family burden, for developing CTS are multi-factorial. Despite much research, its intricate pathophysiological mechanism(s) are not fully understood. An underlying subclinical neuropathy may indicate an increased susceptibility to developing CTS. Although surgery is often performed for CTS, clear international guidelines to indicate when to perform non-surgical or surgical treatment, based on stage and severity of CTS, remain to be elucidated. Neurophysiological examination, using electrophysiology or ultrasonography, performed in certain circumstances, should correlate with the history and findings in clinical examination of the person with CTS. History and clinical examination are particularly relevant globally owing to lack of other equipment. Various instruments are used to assess CTS and treatment outcomes as well as the effect of the disorder on quality of life. The surgical treatment options of CTS - open or endoscopic - offer an effective solution to mitigate functional impairments and pain. However, there are risks of post-operative persistent or recurrent symptoms, requiring meticulous diagnostic re-evaluation before any additional surgery. Health-care professionals should have increased awareness about CTS and all its implications. Future considerations of CTS include use of linked national registries to understand risk factors, explore possible screening methods, and evaluate diagnosis and treatment with a broader perspective beyond surgery, including psychological well-being.

Bicuspid valve CT registry of balloon-expandable TAVR: BETTER TAVR registry.

BACKGROUND: The anatomic substrate of bicuspid valves may lead to suboptimal TAVR stent expansion and geometry. AIM: We evaluated determinants of stent geometry in bicuspid valves treated with Sapien transcatheter aortic valve replacement (TAVR) valves. METHODS: A multicenter retrospective registry of patients (February 2019 to August 2022) who underwent post-TAVR computed tomography to determine stent area (vs. nominal valve area) and stent ellipticity (maximum diameter/minimum diameter). Predictors of relative stent expansion (minimum area/average of inflow + outflow area) and stent ellipticity were evaluated in a multivariable regression model, including valve calcium volume (indexed by annular area), presence of raphe calcium, sinus diameters indexed by area-derived annular diameter, and performance of pre-dilation and post-dilation. RESULTS: The registry enrolled 101 patients from four centers. The minimum stent area (vs. nominal area) was 88.1%, and the maximum ellipticity was 1.10, with both observed near the midframe of the valve in all cases. Relative stent expansion ≥90% was observed in 64/101 patients. The only significant predictor of relative stent expansion ≥90% was the performance of post-dilation (OR: 4.79, p = 0.018). Relative stent expansion ≥90% was seen in 86% of patients with post-dilation compared to 57% without (p < 0.001). The stent ellipticity ≥1.1 was observed in 47/101 patients. The significant predictors of stent ellipticity ≥1.1 were the indexed maximum sinus diameter (OR: 0.582, p = 0.021) and indexed intercommisural diameter at 4 mm (OR: 2.42, p = 0.001). Stent expansion has a weak negative correlation with post-TAVR mean gradient (r = -0.324, p < 0.001). CONCLUSION: Relative stent expansion ≥90% was associated with the performance of post-dilation, and stent ellipticity ≥1.1 was associated with indexed intercommisural diameter and indexed maximum sinus diameter. Further studies to determine optimal deployment strategies in bicuspid valves are needed.

Comparison of Long-Term Healthcare Cost and Utilisation of Nonoperative and Surgical Management of Thumb CMC Arthritis.

Background: Thumb carpometacarpal joint (CMC) osteoarthritis is the most symptomatic hand arthritis but the long-term healthcare burden for managing this condition is unknown. We sought to compare total healthcare cost and utilisation for operative and nonoperative treatments of thumb CMC arthritis. Methods: We conducted a retrospective longitudinal analysis using a large nationwide insurance claims database. A total of 18,705 patients underwent CMC arthroplasty (trapeziectomy with or without ligament reconstruction tendon interposition) or steroid injections between 1 October 2015 and 31 December 2018. Primary outcomes, healthcare utilisation and costs were measured from 1 year pre-intervention to 3 years post-intervention. Generalised linear mixed effect models adjusted for potentially confounding factors such as the Elixhauser comorbidity score with propensity score matching were applied to evaluate the association between the primary outcomes and treatment type. Results: A total of 13,646 patients underwent treatment through steroid injections, and 5,059 patients underwent CMC arthroplasty. At 1 year preoperatively, the surgery group required $635 more healthcare costs (95% CI [594.28, 675.27]; p < 0.001) and consumed 42% more healthcare utilisation (95% CI [1.38, 1.46]; p < 0.0001) than the steroid injection group. At 3 years postoperatively, the surgery group required $846 less healthcare costs (95% CI [-883.07, -808.51], p < 0.0001) and had 51% less utilisation (95% CI [0.49, 0.53]; p < 0.0001) annually. Cumulatively over 3 years, the surgical group on average was $4,204 costlier than its counterpart secondary to surgical costs. Conclusions: CMC arthritis treatment incurs high healthcare cost and utilisation independent of other medical comorbidities. At 3 years postoperatively, the annual healthcare cost and utilisation for surgical patients were less than those for patients who underwent conservative management, but this difference was insufficient to offset the initial surgical cost. Level of Evidence: Level III (Therapeutic).

Increasing Eligibility to Transplant Through the Selective Cytopheretic Device: A Review of Case Reports Across Multiple Clinical Conditions.

A stable, minimum physiological health status is required for patients to qualify for transplant or artificial organ support eligibility to ensure the recipient has enough reserve to survive the perioperative transplant period. Herein, we present a novel strategy to stabilize and improve patient clinical status through extracorporeal immunomodulation of systemic hyperinflammation with impact on multiple organ systems to increase eligibility and feasibility for transplant/device implantation. This involves treatment with the selective cytopheretic device (SCD), a cell-directed extracorporeal therapy shown to adhere and immunomodulate activated neutrophils and monocytes toward resolution of systemic inflammation. In this overview, we describe a case series of successful transition of pediatric and adult patients with multiorgan failure to successful transplant/device implantation procedures by treatment with the SCD in the following clinical situations: pediatric hemophagocytic lymphohistiocytosis, and adult hepatorenal and cardiorenal syndromes. Application of the SCD in these cases may represent a novel paradigm in increasing clinical eligibility of patients to successful transplant outcomes.

An assessment tool for the international healthy eating report card for preschool-aged children: a cross-cultural validation across Australia, Hong Kong, Singapore, and the United States.

Objective: This study aimed to develop and validate a globally applicable assessment tool of the 43-item International Healthy Eating Report Card Scale (IHERCS) which was designed to assess preschool-aged children's eating behaviours and family home food environments (FHFEs) across different cultural settings. In particular, we examined the factor structure, internal consistency and measurement invariance of the IHERCS across four cultural samples, including Australia, Hong Kong, Singapore, and the US. Convergent and discriminant validity were then conducted. Methods: In this cross-cultural study, a total of 2059 parent-child dyads from these four regions were recruited, and the parents were asked to complete the IHERCS. An exploratory structural equational modelling approach was employed to examine two higher-order factor models of children's eating behaviours and FHFEs in the IHERCS and its cross-cultural measurement invariance. Results: The findings demonstrated robust factor structures of the scales of children's eating behaviours and FHFEs in the IHERCS (i.e., CFI and TLI > 0.90; RMSEA and SRMR < 0.08) and an acceptable level of internal consistency (i.e., Cronbach's α = 0.55-0.84). Full configural invariance and metric invariance were established across the four cultural contexts, but full scalar invariance was not achieved. Partial scalar invariance was found only in the scale of FHFEs. The convergent validity and discriminant validity were supported. Conclusion: Overall, the current findings provided preliminary support for the construct validity and measurement invariance of the IHERCS. It provides a reliable, valid and comprehensive assessment of eating behaviours and FHFEs among children in different cultural settings.

Child behavioral problems and parental adjustment: Family, interparental, and parent-child processes as simultaneous mediators.

This study examined the associations of child behavioral problems with parental adjustment and whether family processes mediated such associations. Cross-sectional data were collected from the fathers, mothers, and class teachers of 186 kindergarten-aged children with special educational needs from Hong Kong, China (mean age = 61.6 months, and 136 of them were boys). Using questionnaires, parents reported their children's behavioral problems and their own adjustment and family processes. Meanwhile, class teachers rated children's behavioral problems. Multigroup analyses supported a mediation model that was invariant across fathers and mothers. Controlling for child and family demographic information, child behavioral problems were linked positively to parental depression and negatively to parental life satisfaction. Moreover, the link of child behavioral problems with parental depression was fully mediated by family economic pressures, marital conflict, and parent-child conflict, whereas the link of child behavioral problems with parental life satisfaction was fully mediated by family economic pressures and marital conflict. Theoretically, our findings pointed to the importance of considering multiple family processes in understanding the relationship between child characteristics and parental well-being among families with children with special educational needs. Practically, our findings highlighted the possible utility of equipping fathers and mothers of children with special educational needs with skills to reduce children's problem behaviors, cope with financial hardship, and manage marital and parent-child conflict. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Management of Scar Contractures of the Hand-Our Therapeutic Strategy and Challenges.

The essence of treating scar contractures lies in covering the skin deficit after releasing the contractures, typically using flaps or skin grafts. However, the specific characteristics of scar contractures, such as their location, shape, and size, vary among patients, which makes surgical planning challenging. To achieve excellent outcomes in the treatment of scar contractures, we have developed a dimensional classification system for these contractures. This system categorizes them into four types: type 1 (superficial linear), type 2-d (deep linear), type 2-s (planar scar contractures confined to the superficial layer), and type 3 (planar scar contractures that reach the deep layer, i.e., three-dimensional scar contractures). Additionally, three factors should be considered when determining surgical approaches: the size of the defect, the availability of healthy skin around the defect, and the blood circulation in the defect bed. Type 1 and type 2-d are linear scars; thus, the scar is excised and sutured in a straight line, and the contracture is released using z-plasty or its modified methods. For type 2-s, after releasing the scar contracture band, local flaps are indicated for small defects, pedicled perforator flaps for medium defects, and free flaps and distant flaps for large defects. Type 2-s has good blood circulation in the defect bed, so full-thickness skin grafting is also a suitable option regardless of the defect's size. In type 3, releasing the deep scar contracture will expose important structures with poor blood circulation, such as tendons, joints, and bones. Thus, a surgical plan using flaps, rather than skin grafts, is recommended. A severity classification and treatment strategy for scar contractures have not yet been established. By objectively classifying and quantifying scar contractures, we believe that better treatment outcomes can be achieved.

The effectiveness of a positive psychological intervention for promoting preschool teachers' well-being and professional competence: EASP intervention program.

The present study investigated the effectiveness of the Early Advancement in Social-Emotional Health and Positivity (EASP) program, a positive psychological intervention promoting preschool teachers' well-being and the motivational aspect of professional competence. Participants were 273 in-service preschool teachers (Mage = 34.56 years, SD = 9.52, range = 22-58; female = 98.90%) who participated in a 2-month randomized controlled trial. Participants were randomly assigned to the intervention group (n = 143) receiving 1) four online workshops, 2) a smartphone app, and 3) an online activity, or to the wait-list control group (n = 130), which received the intervention materials after all the data collection. Participants reported their well-being dimensions, teaching self-efficacy, and autonomous motivation for teaching before and after the intervention. Results from a path analytic model exhibited excellent fit with the data, χ2 = 37.62, df = 33, CFI = .99, TLI = .98, RMSEA = .02 [90% CI = 0.00, 0.05], SRMR = .02. The intervention had direct effects on changes in well-being dimensions, including positivity, outcome, strength, engagement, and resilience (ß = .14 to .26, ps = .00 to .04), and indirect intervention effects on changes in teaching self-efficacy and autonomous motivation for teaching (ß = .14 to .15, ps = .00 to .01). These findings highlighted the potential value of implementing positive psychological interventions in educational settings to promote the well-being and professional competence among preschool teachers.