Citations

Background: As machine learning becomes increasingly utilized in orthopaedic clinical research, the application of machine learning methodology to cohort data from the Multicenter ACL Revision Study (MARS) presents a valuable opportunity to translate data into patient-specific insights. Purpose: To apply novel machine learning methodology to MARS cohort data to determine a predictive model of revision anterior cruciate ligament reconstruction (rACLR) graft failure and features most predictive of failure. Study Design: Cohort study; Level of evidence, 3. Methods: The authors prospectively recruited patients undergoing rACLR from the MARS cohort and obtained preoperative radiographs, surgeon-reported intraoperative findings, and 2- and 6-year follow-up data on patient-reported outcomes, additional surgeries, and graft failure. Machine learning models including logistic regression (LR), XGBoost, gradient boosting (GB), random forest (RF), and a validated ensemble algorithm (AutoPrognosis) were built to predict graft failure by 6 years postoperatively. Validated performance metrics and feature importance measures were used to evaluate model performance. Results: The cohort included 960 patients who completed 6-year follow-up, with 5.7% (n = 55) experiencing graft failure. AutoPrognosis demonstrated the highest discriminative power (model area under the receiver operating characteristic curve: AutoPrognosis, 0.703; RF, 0.618; GB, 0.660; XGBoost, 0.680; LR, 0.592), with well-calibrated scores (model Brier score: AutoPrognosis, 0.053; RF, 0.054; GB, 0.057; XGBoost, 0.058; LR, 0.111). The most important features for AutoPrognosis model performance were prior compromised femoral and tibial tunnels (placement and size) and allograft graft type used in current rACLR. Conclusion: The present study demonstrated the ability of the novel AutoPrognosis machine learning model to best predict the risk of graft failure in patients undergoing rACLR at 6 years postoperatively with moderate predictive ability. Femoral and tibial tunnel size and position in prior ACLR and allograft use in current rACLR were all risk factors for rACLR failure in the context of the AutoPrognosis model. This study describes a unique model that can be externally validated with larger data sets and contribute toward the creation of a robust rACLR bedside risk calculator in future studies. Registration: NCT00625885 (ClinicalTrials.gov identifier).

INTRODUCTION: There is a significant shortage of specialized Adult Congenital Heart Disease (ACHD) cardiologists despite a rising prevalence of adults with this condition. AIM: Our study explores the specific motivations and deterrents that influence adult and pediatric cardiologists’ ACHD career decisions, which could serve as the basis for future solutions to overcome this shortage in each specific region. METHODS: An anonymous global survey was distributed to adult and pediatric cardiologists and trainees via email, social media, and medical society newsletters. The survey included demographics, ACHD exposure, career considerations, Likert scale ratings, and open-ended inquiries on ACHD career recommendations. Respondents included non-ACHD and ACHD cardiologists (defined as those caring for ACHD with or without formal training). The analysis covered regional variations across continents. Responses with less than 75% completion were excluded. RESULTS: A total of 811 valid responses were collected (53.5% female, 48.3% aged 31-40, and 43.3% White). ACHD cardiologists were 21%, mostly practicing in North America (44.1%) and Europe (32.9%). Almost all ACHD cardiologists (94.7%) recommended it as a career. Among the 641 non-ACHD cardiologists, 85.7% had been exposed to ACHD, however, only 35.1% considered pursuing it themselves. For ACHD cardiologists the top global motivators for pursuing an ACHD career were awareness of the field and its significance, mentor's influence, and sufficient clinical exposure during residency (Figure 1A). Factors that deterred non-ACHD cardiologists included a lack of compensation compared to other cardiology subspecialties, limited job opportunities, and the longer duration of training (Figure 1B). Absence of specialized training and educational programs emerged as a major deterrent in all continents except North America. The lack of mentorship or role models in ACHD was particularly pronounced in Africa and Central and South America. Limited exposure to ACHD during training was a significant issue in Europe and Africa. CONCLUSION: Most ACHD cardiologists recommend a career in ACHD. However, only a few non-ACHD cardiologists recommend it. Influential mentors, clinical exposure motivate; low compensation, lengthy training deter. Regional disparities require targeted interventions for better ACHD cardiologist recruitment.

Background: Recurrent pericarditis results from inflammasome activation and is associated with significant morbidity. Cannabidiol has been shown to block numerous inflammasome signaling pathways, including reducing transcription of pro-IL-1β and NLRP3, and inhibiting secretion of IL-1β and IL-6. Aim: To assess the impact of oral pharmaceutically manufactured (P-)cannabidiol in recurrent pericarditis patients (pts). Methods: Adult pts (≥18 years) with symptomatic, recurrent pericarditis (≥2 recurrences) were eligible for this open-label, multicenter study. Eligible pts had pericarditis chest pain with a numerical rating scale (NRS) pain score ≥4 within 7 days prior to enrollment, together with either elevated (≥1.0 mg/dL) C-reactive protein (CRP) within the prior 7 days or prior pericardial late gadolinium enhancement (LGE) on cardiac imaging. Pts had to be on chronic treatment with NSAIDs, colchicine or corticosteroids (any combination) with stable baseline (BL) doses. Oral P-cannabidiol was uptitrated to 10 mg/kg twice daily (BID), or maximum tolerated dose. The primary efficacy endpoint was improvement in NRS pain score at week 8 (WK8). A secondary efficacy endpoint among pts with elevated BL CRP was the percentage of pts with CRP normalization (≤0.5 mg/dL) at WK8. Results: 27 pts, mean age of 53 years (range 24-77), 18 of female sex, with a median of 3 prior pericarditis episodes were enrolled. CRP was ≥1.0 mg/dL in 10 pts (37%) at BL. Prior evidence of LGE was present in 21 pts (78%). At BL, 41% of pts were receiving corticosteroid therapy. The highest tolerated study medication dose was BID 10 mg/kg in 20 pts (74.1%), 7.5 mg/kg in 4 pts (14.8%), and 5 mg/kg in 3 pts (11.1%). All 27 pts (100%) completed the WK8 visit. Mean NRS score decreased by 3.7, from 5.8 at BL to 2.1 at WK8. In those with CRP elevation at BL, CRP normalized in 8 pts (80%) by WK8, with mean CRP decreasing from 5.71 to 0.31 mg/dL. Study medication was discontinued due to AEs in 2 pts (7.4%). 24 pts (89%) tolerated P-cannabidiol with a treatment response and proceeded into the 18-week extension period (EP) where background therapy is weaned. Conclusions: Among pts with symptomatic pericarditis recurrence, oral administration of P-cannabidiol led to a clinically relevant reduction in pericarditis chest pain (measured by NRS score) and in CRP. P-cannabidiol was shown to be safe and generally well tolerated, with the majority of pts reaching the target dose and continuing into the study EP.

Background: Optimum timing of surgery for severe primary mitral regurgitation (MR) particularly in the absence of significant symptoms or echo evidence of LV impairment remains unclear. Other modalities of assessment include cardiopulmonary exercise testing (CPET) and novel echo measurements, such as LV global longitudinal strain (LVGLS). We sought to evaluate whether pre-op CPET or LVGLS are associated with survival after surgery. Methods: We identified consecutive patients who had surgery for severe primary MR between 2007 and 2017 and had pre-op CPET. Clinical and mortality data were collected from chart review and our institutional database. LVGLS was retrospectively collected by a single person blinded to patient outcomes. Primary outcome was post surgery all cause death, and we used univariable analysis to identify variables associated with all cause death. Results: We included 176 patients with median age 63 (IQR 51, 71) years, 63 patients (35.8%) were female and 31 patients (14.8%) had a history of atrial fibrillation. 165 patients (93.8%) had mitral repair, 18 (10.2%) had concomitant CABG, 22 (12.5%) had concomitant ablation procedure and 14 (8.0%) had concomitant tricuspid procedure. 114 patients (64.8%) were in NYHA Class I and 56 (31.8%) were in NYHA Class II. There was no operative mortality. Median % predicted peak VO2 (ppVO2) was 89 (74, 101), median ventilatory equivalent of carbon dioxide (VE/VCO2) was 28.0 (25.7, 31.0) l/min/l/min and median respiratory exchange ratio was 1.2 (1.1, 1.2). 73 patients (41.5%) had abnormal CPET (defined as ppVO2<85%). Median LVEF was 65 (60, 68) %, median LVESD was 35 (32, 38) mm and median LVGLS was 18.5 (16.6, 20.3) %. 45 patients (25.9%) had abnormal LVEF (defined as ≤ 60%), 11 patients (6.7%) had abnormal LVESD (defined as ≥45mm) and 35 patients (20.8%) had abnormal LVGLS (defined as <16%). At a median follow up of 10.2 (6.8, 13.2) years, there were 19 (10.8%) deaths. In the univariate analysis, age at surgery (HR 1.12, p<0.001), LVESD (HR 1.11, p=0.009), LVGLS (HR 1.11, p=0.013) and VE/VCO2 (HR 1.08, p=0.044) were associated with all cause mortality. Conclusion: A significant proportion of patients with no or mild symptoms exhibit echocardiographic evidence of LV impairment when having surgery for severe primary MR. CPET parameters such as VE/VCO2 and novel echocardiographic measurements such as LVGLS may predict risk of long term mortality and potentially inform timing of surgery in these patients.

Introduction: CHIP is associated with CAD and mortality. The prognostic relevance of CHIP for high-risk patients with confirmed CAD is unknown. Hypothesis: CHIP variants are associated with cardiovascular (CV) events and mortality in high-risk patients with known CAD in the ISCHEMIA Trials Biorepository. Methods: 895 ISCHEMIA and ISCHEMIA-CKD (hereafter, ISCHEMIA Trials) participants with moderate-severe ischemia and next-generation sequencing performed for CHIP variant allele fractions of ≥2% (CHIP) and ≥10% (large CHIP) were included. Unadjusted and multivariable adjusted (age, sex, diabetes, eGFR not on HD, HD, and LVEF) associations of CHIP and large CHIP with a) ISCHEMIA Trials initial phase primary endpoint (CV death, myocardial infarction (MI), or hospitalization for unstable angina, heart failure, or resuscitated cardiac arrest, RCA) and b) ISCHEMIA Trials combined initial and extended follow-up phase (hereafter, Cumulative) endpoint of all-cause death . Results: Median (IQR) age of sequenced participants was 67 (56 – 79) years, 19% were female, 83% white, and 6% Hispanic. Hypertension (84%), diabetes (45%) and obesity (47%) were common, 26% had an eGFR <60 ml/min/1.73m 2 . The prevalence of CHIP and large CHIP was 23% and 7%, and both increased with age ( Figure 1a ). CHIP mutations in DNMT3A were detected in 106 (12%), TET2 CHIP in 44 (5%), and ASXL1 CHIP in 21 (2%) participants ( Figure 1b ). DNMT3A, TET2, and CREBBP mutations collectively comprised 199 (52%) of overall CHIP mutations, including individuals with multiple mutations in the same gene (N overall = 385); 67 participants (7%) had mutations in >1 gene. Over 3.1 years of RCT follow-up there were 135 (20%), 32 (16%) and 15 (18%) primary endpoints for no CHIP, CHIP and large CHIP, respectively. Over 6.8 years of EXTEND follow-up, there were 126 (18%), 47 (23%) and 24 (29%) deaths in the no CHIP, CHIP and large CHIP groups, respectively. After multivariable adjustment there was no association between CHIP or large CHIP and CV events or mortality ( Figure 1c ). Conclusion: Neither CHIP nor large CHIP was associated with adverse outcomes in 895 high-risk individuals with confirmed CAD, despite a high prevalence of these mutations.

Objective To describe the immediate clinical outcomes of repetitive transcranial magnetic stimulation (rTMS) in treating long COVID symptoms. Long COVID currently impacts approximately 5.3% of US adults, presenting with persistent fatigue, depression, anxiety, cognitive impairments, and social function decline. Repetitive transcranial magnetic stimulation targeting the left dorsolateral prefrontal cortex has improved these symptoms in some studies. Methods Five patients (ages 52–63 years, 3 female patients) underwent accelerated rTMS using intermittent theta burst stimulation (600 pulses over 3 minutes 20 seconds, 80%–120% of resting motor threshold) to the left dorsolateral prefrontal cortex. The treatment consisted of twice-daily sessions over 20–30 treatments. Outcomes were measured using the Patient-Reported Outcomes Measurement and Information System (PROMIS) questionnaires, assessing fatigue, depression, anxiety, cognitive function, and social function at baseline and immediately posttreatment. Results One patient discontinued immediately due to intolerable scalp pain. Posttreatment PROMIS scores showed the following: fatigue decreased from 74.5 to 61.8, depression from 60.3 to 51.5, and anxiety from 62.0 to 54.0. Scores increased for cognitive (26.8 to 32.3) and social (31.0 to 32.5) function. These changes, although not statistically significant, indicate a trend toward symptom reduction. Subjectively, 3 of 4 patients who completed the rTMS course reported improvements. Conclusion This case series suggests that rTMS may offer symptomatic relief in long COVID patients. Although the observed improvements in PROMIS were not statistically significant, even minimal improvements are clinically significant for patients enduring prolonged suffering. These preliminary findings are encouraging and underscore the need for further research with larger cohorts to validate the efficacy of rTMS in long COVID symptom relief.

Abstract BACKGROUND Yttrium-90 (Y90) microsphere treatment is an FDA-approved endovascular radiotherapy for Hepatocellular Carcinoma; however, extra-hepatic experience is limited. The FRONTIER trial (NCT05303467) is a first-in-human study conducted under an IDE from the FDA evaluating the safety and feasibility of intra-arterial Y90 endovascular radiotherapy in patients with recurrent glioblastoma (rGBM). METHODS The primary endpoint is the incidence of treatment-related limiting toxicities through 30 days, in 12 patients with rGBM. Eight subjects (50% male) with non-dominant hemisphere rGBM have been enrolled to date, with 6 patients reported herein. The treatment region, encompassing the recurrent lesion, excluding eloquent regions, and defined using cerebral angiography-MRI fusion, was selectively targeted with 40±4Gy. Immediate post-treatment imaging included MRI to evaluate acute treatment-related effects and Y90-PET to evaluate the absorbed dose distribution. Neurological assessments were performed pre- and post-treatment. Analysis of post-contrast T1w enhancing tissue volume (T1wvol) inside and outside the treated region was performed longitudinally. RESULTS All patients tolerated the procedure well and were discharged the following day. No decrease in neurological function and no limiting toxicities were reported through 30 days. Post-treatment MRI revealed no device-related acute ischemia or hemorrhage. Mean absorbed dose to the treatment region was 42.1±2.4Gy, within 3% of the targeted value, suggesting technical feasibility. Mean tumor absorbed dose within the treatment region was 65.1±22.6Gy most likely due to increased tumor perfusion in the treatment region. A reduction in T1wvol at 2m was observed in 4/6 patients, with the remaining 2 patients showing increased T1wvol. Disease progression by T1wvol occurred more rapidly outside the treatment region than within. All patients received subsequent therapy, with 2 patients receiving surgery 82 and 120 days post Y90 treatment. CONCLUSION Interim results in this first-in-human feasibility study demonstrated technical feasibility and no limiting toxicities through 30 days. Enrollment is ongoing. These data warrant additional investigation.

Abstract BACKGROUND Diffuse intrinsic pontine glioma (DIPG) carries a poor prognosis with a median survival of less than 12 months. Histone mutation, K27M, and AKT pathway dysregulation play key roles in tumorigenesis. There is no curative treatment with radiation therapy, which currently remains the standard treatment. METHODS This is a phase I study of vorinostat and temsirolimus in newly diagnosed (stratum 1) and progressive (stratum 2) DIPG. The primary aims are to determine the safety, maximum tolerated dose, and toxicities (NCT02420613). Stratum 1 received radiation concurrently with vorinostat, followed by vorinostat and temsirolimus for up to 10 cycles. Stratum 2 received vorinostat and temsirolimus for up to 12 cycles. In stratum 1, vorinostat was administered daily at 230 mg/m2. The maintenance phase (both strata) included concurrent vorinostat 230 mg/m2 daily and temsirolimus 25 or 35 mg/m2 (Days 1 and 8). RESULTS Six patients were enrolled, three in each stratum. Three of the six patients had confirmed H3 K27M mutations. No dose-limiting toxicity was observed, and most adverse effects were limited to grades 1 or 2, including fatigue, nausea, vomiting, myelosuppression, hyperlipidemia, hyperglycemia, elevated liver enzymes, and creatinine. However, one patient experienced grade 3 leukopenia. Two of the three patients in stratum 1 showed evidence of radiographic response after the chemoradiation phase, of whom one patient had progression-free survival of 12 months and completed the 10 maintenance cycles. All patients at stratum 2 had disease progression with no radiographic response. CONCLUSION Overall, the combination of temsirolimus and vorinostat is well tolerated and safe, prompting the need for larger studies to investigate its efficacy. Due to the small number of patients, the study’s findings are limited, and trends in efficacy should be interpreted with caution.

Abstract BACKGROUND Glioma radiotherapy planning requires accurate tumor delineation. While T1- contrast-enhanced-MRI (T1-CE-MRI) is the standard, due to blood-brain-barrier breakdown dependencies, T1-CE-MRI fails to reflect the extent of glioma. Studies using amino acid PET tracers report glioma uptake up to 3cm-4cm beyond T1-CE. In this study, amino acid tracer 18F-fluoro-dihydroxyphenylalanine (18F-DOPA) uptake was correlated with histopathological features to determine tumor thresholds. METHODS Using registered 18F-DOPA-PET and T1-CE-MRI images in the Stealth Neuronavigation system targeting concordant and discordant regions, 181 stereotactic biopsy samples (newly-diagnosed=74; recurrent=107) were obtained from 59 enrolled astrocytoma patients across two prospective phase II clinical trials between 2010-2019. An experienced neuropathologist reviewed each sample with hematoxylin and eosin stain and assigned an alphanumeric score: mitotic activity (0=no tumor; 1=no mitosis; 2=few/scattered mitosis; 3=frequent mitosis) and cellular density (A=&lt;25%; B=25%-50%; C=50%-75%; D=&gt;75%). Samples assigned 1C-1D, 2B-2D, or 3A-3D were categorized as histopathological high-score (aggressive disease), remaining samples as low-score. Relative mean (rFDOPA_mean) tumor-to-background uptake ratios were computed for 5mm uniformly expanded volumes from each Stealth biopsy coordinate using the crescent and wedge normalization methods. Relative uptake was compared overall and separately within newly-diagnosed/recurrent disease subgroups. An optimal rFDOPA_mean threshold to delineate high- from low-score was determined using the maximal Youden index of ROC curves. RESULTS Overall, high-score samples (n=116) had higher median (IQR) rFDOPA_mean uptake than low-score samples (n=65): high-score rFDOPA:mean=1.70(1.16-2.26), low-score rFDOPA:mean=1.16(0.83-1.49), Kruskal-Wallis p&lt;0.001. The uptake difference between high- vs. low-score samples was observed within newly-diagnosed and recurrent subgroups, but was only significant for newly-diagnosed (p&lt;0.001). For newly-diagnosed, an rFDOPA:mean=1.49 cutoff between high- and low-score groups shows 69% accuracy, 63% sensitivity, 80% specificity (AUC=0.782). Using the wedge normalization method, rFDOPA_mean values were 0.2 higher than crescent method values. CONCLUSIONS This work presents histologically verified 18F-DOPA-PET thresholds for aggressive disease in newly-diagnosed astrocytoma patients. Separate thresholds will need to be determined for recurrent glioma patients.

Context.— Cardiac and pulmonary allograft recipients represent a unique population, frequently interacting with support groups and exhibiting intense curiosity about their pathology. Like other solid organ transplant patients, they have enduring and frequent interaction with the laboratory for routine allograft surveillance. Objective.— To address patient requests to understand what happens to their explanted organ and to better understand their disease while simultaneously improving awareness of pathologists’ roles in their continuing care. Design.— At routine follow-up appointments, transplant nurse coordinators offer each allograft recipient the opportunity to interact with a pathologist in our “ On My Path ” program. Organ viewing occurs in a private setting, in a specialized room. Relevant pathology is discussed, and questions are answered, with documentation in the medical record. The patient is subsequently gifted a 3-dimensional model of their explanted organ. Transplant coordinators were surveyed for their feedback on the experience. Results.— One hundred fifty-eight interactions have been documented (2017–2022) at our institution, including patients who underwent cardiac transplant (96, 61%), single or bilateral lung transplant (54, 34%), or combination lung and heart transplant (8, 5%). Transplant coordinators reported an increase in patient understanding of their disease and emotional closure related to the disease through the On My Path program. Conclusions.— Pathologists providing direct patient care is a feasible model that addresses currently unmet desires of the transplant population to better understand their pathology. Providing a 3-dimensional model helps to empower patients and drives satisfaction. These interactions also improve awareness about pathology as a discipline and its importance in the continued care of transplant recipients.