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Single-cell analysis in living humans is essential for understanding disease mechanisms, but it is impractical in non-regenerative organs, such as the eye and brain, because tissue biopsies would cause serious damage. We resolve this problem by integrating proteomics of liquid biopsies with single-cell transcriptomics from all known ocular cell types to trace the cellular origin of 5,953 proteins detected in the aqueous humor. We identified hundreds of cell-specific protein markers, including for individual retinal cell types. Surprisingly, our results reveal that retinal degeneration occurs in Parkinson's disease, and the cells driving diabetic retinopathy switch with disease stage. Finally, we developed artificial intelligence (AI) models to assess individual cellular aging and found that many eye diseases not associated with chronological age undergo accelerated molecular aging of disease-specific cell types. Our approach, which can be applied to other organ systems, has the potential to transform molecular diagnostics and prognostics while uncovering new cellular disease and aging mechanisms.
Subject(s)
Aging , Aqueous Humor , Artificial Intelligence , Liquid Biopsy , Proteomics , Humans , Aging/metabolism , Aqueous Humor/chemistry , Biopsy , Parkinson Disease/diagnosisABSTRACT
BACKGROUND: Cardiovascular magnetic resonance (CMR) is used to diagnose myocarditis in adults and children based on the original Lake Louise Criteria (LLC) and more recently the revised LLC. The major change included in the revised LLC was the incorporation of parametric mapping, which significantly increases the sensitivity and specificity of diagnosis. Subsequently, scientific statements have recommended the use of parametric mapping in the diagnosis of myocarditis in children. However, there are some challenges to parametric mapping that are unique to the pediatric population. Our goal is to characterize clinical CMR and parametric mapping practice patterns for diagnosis of myocarditis in pediatric centers. METHODS: The Cardiovascular Magnetic Resonance Evaluation in Return to Athletes for Myocarditis in COVID-19 and Immunization Consortium created a REDCap survey to evaluate clinical practice patterns for diagnosis of myocarditis in pediatrics. This survey was distributed to the Society for Cardiovascular Magnetic Resonance community. RESULTS: 59 responses from 51 centers were received, with only one response from each center being utilized. Only 35% of centers (37% of North America, 31% of international) reported using CMR routinely in all patients with a suspicion for myocarditis. Diagnostic uncertainty was noted as the most important reason for CMR, while cost was noted as the least important consideration. The majority of centers reported using the revised LLC (37/51, 72%) compared to original LLC (7/51, 14%) or a hybrid criteria (6/51, 12%). When looking at the use of parametric mapping, only 5/47 (11%) for T1 mapping and 11/49 (22%) for T2 mapping reported having scanner-specific pediatric normative data. CONCLUSION: Routine CMR imaging for diagnosis of myocarditis in pediatrics is infrequently performed at surveyed centers despite the focus on a group of non-invasive cardiac imagers. While the majority reported using parametric mapping, few centers reporting having pediatric scanner-specific normative data. This highlights an important gap in the utilization of CMR that may aid in the diagnosis of myocardial disease.
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INTRODUCTION: The views of patients and carers are important for the development of research priorities. This study aimed to determine and compare the top research priorities of cancer patients and carers with those of multidisciplinary clinicians with expertise in prehabilitation. MATERIALS AND METHODS: This cross-sectional study surveyed patients recovering from cancer surgery at a major tertiary hospital in Sydney, Australia, and/or their carers between March and July 2023. Consenting patients and carers were provided a list of research priorities according to clinicians with expertise in prehabilitation, as determined in a recent International Delphi study. Participants were asked to rate the importance of each research priority using a 5-item Likert scale (ranging from 1 = very high research priority to 5 = very low research priority). RESULTS: A total of 101 patients and 50 carers participated in this study. Four areas were identified as research priorities, achieving consensus of highest importance (> 70% rated as "high" or "very high" priority) by patients, carers, and clinical experts. These were "optimal composition of prehabilitation programs" (77% vs. 82% vs. 88%), "effect of prehabilitation on surgical outcomes" (85% vs. 90% vs. 95%), "effect of prehabilitation on functional outcomes" (83% vs. 86% vs. 79%), and "effect of prehabilitation on patient reported outcomes" (78% vs. 84% vs. 79%). Priorities that did not reach consensus of high importance by patients despite reaching consensus of highest importance by experts included "identifying populations most likely to benefit from prehabilitation" (70% vs. 76% vs. 90%) and "defining prehabilitation core outcome measures" (66% vs. 74% vs. 87%). "Prehabilitation during neoadjuvant therapies" reached consensus of high importance by patients but not by experts or carers (81% vs. 68% vs. 69%). CONCLUSION: This study delineated the primary prehabilitation research priorities as determined by patients and carers, against those previously identified by clinicians with expertise in prehabilitation. It is recommended that subsequent high-quality research and resource allocation be directed towards these highlighted areas of importance.
Subject(s)
Caregivers , Neoplasms , Humans , Cross-Sectional Studies , Female , Male , Caregivers/psychology , Middle Aged , Neoplasms/surgery , Aged , Adult , Surveys and Questionnaires , Preoperative Exercise , Australia , Research , Delphi Technique , Aged, 80 and overABSTRACT
As availability of parent-child interaction curricula increases, Early Head Start (EHS) provides a relevant context to test research-based parenting models as part of everyday practice. We trained EHS staff to incorporate the Promoting First Relationships (PFR) intervention into ongoing weekly home visits with mothers and their young children (n = 102) enrolled in EHS. Children had a mean age of 19.75 months and were 56% Hispanic, 23% Black, and 14% White. Families were randomly assigned to an intervention group where they participated in PFR as an EHS enhancement, or to a waitlist-control group where they received only typical EHS services. To explore the possibility that effectiveness of parent-child curricula may differ based on child characteristics, we used linear regression to examine children's temperament as a potential moderator of PFR efficacy on outcomes related to parenting stress, family functioning, and parent-child interaction. While we did not find a significant main effect of PFR for the full sample, there were several significant moderated effects. For families where children showed higher levels of surgency, mothers' parenting stress was significantly reduced after PFR participation. Also, when children showed higher levels of negative affect, mothers demonstrated higher sensitivity in parent-child interactions after participating in PFR. Given findings from our exploratory study, agencies should consider the characteristics of families served and the match with intervention priorities, when selecting intervention programs. When delivered as a home visitation enhancement, PFR may be a valuable support for certain enrolled families, based on child characteristics including high levels of surgency or negative affect.
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INTRODUCTION: Recently, the term "Diffuse glioma, BRAF V600E-mutant" has been recommended for IDH-wildtype gliomas with BRAF p.V600E mutation and without CDKN2A/B deletion. However, additional alterations in gliomas that coexist with BRAF-mutations are poorly defined. METHODS: We analyzed next-generation sequencing results in 315 cancer-associated genes for 372 gliomas from our institution (2010 to 2017). In addition, we reviewed IDH-WT gliomas with mutation and copy-number alterations available in cBioPortal, to further characterize BRAF-mutant gliomas. RESULTS: Seventeen (4.6%) showed BRAF mutations. Tumor types included 8 glioblastomas, 2 epithelioid glioblastomas (E-GBM), 2 pleomorphic xanthoastrocytomas (PXA), 1 anaplastic oligodendroglioma, 1 diffuse astrocytoma, and 3 pilocytic astrocytomas. Fifty-three percent (53%) of cases exhibited BRAF-alterations other than p.V600E. The majority of the tumors were localized in the temporal lobe (52.9%). In addition to BRAF mutations, glioblastomas showed concomitant mutations in TP53 (3/8), CDKN2A/B-loss (6/8), TERT-promoter (6/8), and/or PTEN (5/8). Both E-GBMs and PXAs showed CDKN2A/B-loss and BRAF p.V600E with absence of TERTp, TP53, and PTEN mutations. Similar findings were observed in BRAF-mutant infiltrating gliomas from cBioPortal. CONCLUSIONS: Knowledge of additional alterations that co-occur with BRAF-mutations in gliomas may improve diagnosis and help identify patients that could benefit from targeted therapies. Furthermore, we provide examples of two patients whose tumors responded to BRAF pathway inhibitors, arguing in favor of these therapies in patients with BRAF-mutant gliomas.
Subject(s)
Biomarkers, Tumor/genetics , Brain Neoplasms/diagnosis , Glioblastoma/diagnosis , Mutation , Proto-Oncogene Proteins B-raf/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Brain Neoplasms/genetics , Brain Neoplasms/pathology , Child , Child, Preschool , Female , Follow-Up Studies , Glioblastoma/genetics , Glioblastoma/pathology , High-Throughput Nucleotide Sequencing , Humans , Male , Middle Aged , Prognosis , Retrospective Studies , Young AdultABSTRACT
The Fontan procedure is the final stage in the palliative surgical approach to patients with single-ventricle physiology. These patients have an increased risk for thromboembolic disease in the Fontan circuit, which can be evaluated by chest computed tomography angiography (CTA) in acute settings. However, false-positive results are common secondary to unusual streaming patterns in the Fontan circuit. A biphasic CTA protocol was evaluated for the capability to clearly identify structures of the Fontan circuit that are critical for the evaluation of thromboembolic disease. The study was a retrospective chart review of Fontan patients with a chest CTA scan obtained between 2011 and 2017. Two pediatric cardiologists with additional training in cardiac CT imaging independently reviewed each CTA and awarded one point for each of 5 Fontan circuit structures clearly identified resulting in a score range of 0-5. A score of 0-2 considered not capable, 3-4 partially capable, and 5 capable to clearly identify critical structures of the Fontan circuit. During the study period, 46 CTA scans were performed on 21 patients. Of the CTA scans using a biphasic protocol, 62.5% (10/16) were considered capable to clearly identify all 5 critical structures of the Fontan circuit vs 27% (8/30) of the CTA scans using a monophasic protocol (p = 0.027). Overall our results suggest that the single-site biphasic CTA protocol has greater diagnostic capability to detect the presence of Fontan thromboembolic disease when compared to the more traditional monophasic CTA protocol. Future prospective studies are needed to confirm these findings.
Subject(s)
Computed Tomography Angiography/methods , Fontan Procedure/adverse effects , Heart Defects, Congenital/surgery , Thrombosis/diagnostic imaging , Angiography/methods , Female , Fontan Procedure/methods , Heart Defects, Congenital/diagnostic imaging , Heart Ventricles/abnormalities , Heart Ventricles/surgery , Humans , Male , Retrospective Studies , Thromboembolism/diagnostic imaging , Thromboembolism/epidemiology , Thrombosis/etiology , Tomography, X-Ray Computed/methodsABSTRACT
OBJECTIVE: Prenatal diagnosis of congenital heart disease (CHD) is associated with improved clinical outcomes, yet its impact on the cost of hospitalization is not well described. We hypothesized that prenatal diagnosis of complete transposition of the great arteries (d-TGA) results in lower total hospital costs compared with postnatal diagnosis. METHODS: Retrospective analysis of infants with d-TGA repaired at our center from July 2006 to 2014. Total charges from initial hospitalization until discharge were converted to costs using the cost-to-charge ratio and then converted into 2016 dollars using the consumer price index. A direct cost comparison from the hospital perspective was performed between groups. A secondary analysis included the cost of prenatal diagnosis. RESULTS: Thirty-three infants with d-TGA were identified; 8 with and 25 without prenatal diagnosis. There was no difference in baseline characteristics. Mean direct cost of hospitalization was higher in infants without prenatal diagnosis ($108 014 ± $51 305 vs $88 305 ± $22 896, P = .31). On secondary analysis, the cost of prenatal diagnosis was negligible compared with total hospital cost. CONCLUSIONS: Total cost of initial hospitalization was higher for infants without prenatal diagnosis of d-TGA. Prenatal diagnosis not only improves clinical outcomes but may also be cost saving in the current era of increasing health care costs.
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BACKGROUND: Necrotizing enterocolitis (NEC) is a leading cause of morbidity and mortality in premature infants. Increased intestinal permeability is central to NEC development. We have shown that stem cells (SCs) can reduce the incidence and severity of NEC. Our current goal was to investigate the efficacy of four different types of SC in preservation of gut barrier function during NEC. MATERIALS AND METHODS: We compared (1) amniotic fluid-derived mesenchymal SC, (2) bone marrow-derived mesenchymal SC, (3) amniotic fluid-derived neural SC, and (4) enteric neural SC. Premature rat pups received an intraperitoneal injection of 2 × 106 SC or phosphate-buffered saline only and were then subjected to experimental NEC. Control pups were breastfed and not subjected to NEC. After 48 h, animals received a single enteral dose of fluorescein isothiocyanate -labeled dextran (FD70), were sacrificed 4 h later, and serum FD70 concentrations determined. RESULTS: Compared to breastfed, unstressed pups with intact gut barrier function and normal intestinal permeability (serum FD70 concentration 2.22 ± 0.271 µg/mL), untreated pups exposed to NEC had impaired barrier function with significantly increased permeability (18.6 ± 4.25 µg/mL, P = 0.047). Pups exposed to NEC but treated with SC had significantly reduced intestinal permeability: Amniotic fluid-derived mesenchymal SC (9.45 ± 1.36 µg/mL, P = 0.017), bone marrow-derived mesenchymal SC (6.73 ± 2.74 µg/mL, P = 0.049), amniotic fluid-derived neural SC (8.052 ± 1.31 µg/mL, P = 0.0496), and enteric neural SC (6.60 ± 1.46 µg/mL, P = 0.033). CONCLUSIONS: SCs improve gut barrier function in experimental NEC. Although all four types of SC reduce permeability equivalently, SC derived from amniotic fluid may be preferable due to availability at delivery and ease of culture, potentially enhancing clinical translation.
Subject(s)
Enterocolitis, Necrotizing/therapy , Intestinal Mucosa/metabolism , Mesenchymal Stem Cell Transplantation/methods , Neural Stem Cells/transplantation , Animals , Enterocolitis, Necrotizing/metabolism , Permeability , Random Allocation , Rats , Rats, Sprague-Dawley , Treatment OutcomeABSTRACT
OBJECTIVES: To assess efficacy, safety, outcomes, and intrauterine complications following maternal hyperoxygenation (MH) therapy in fetuses with congenital heart disease (CHD). METHODS: A systematic review was performed following an electronic search of databases. Articles were published before January 1, 2017, in an English-language and non-English-language journals (with English translations), and included human fetuses and expectant mothers with a fetal diagnosis of CHD who received MH. RESULTS: Ninety-six articles were identified; 72 were excluded and 24 full-text articles were reviewed. Only 9 articles met inclusion criteria and were analyzed. A total of 270 fetuses underwent MH therapy: 169 had CHD, and 101 had normal heart anatomies. Seven studies used fetal echocardiography, while 2 studies used cardiac magnetic resonance imaging (CMR). The mean gestational age at therapy was 33.4 weeks (26-38 weeks). Majority of MH protocols used 100% FiO2 with non-rebreather face mask at 8 L of flow, achieving 60%-70% FiO2 , or maternal PaO2 goal of 250 mm Hg. No significant adverse events were reported. Four studies reported increased size of the hypoplastic cardiac structures after MH. Three studies utilized acute MH to risk stratify hypoplastic left heart syndrome fetuses. Two studies assessed acute MH in the setting of CMR. CONCLUSION: The current evidence for MH therapy suggests an increase in pulmonary blood flow, and venous return, ductal flow, and heart dimensions in fetuses. MH has potential as a diagnostic and therapeutic tool in fetuses with CHD. Further randomized controlled trials are needed to ascertain whether MH therapy provides improved outcomes on fetuses with certain types of CHD.
Subject(s)
Echocardiography/methods , Fetal Heart/diagnostic imaging , Heart Defects, Congenital/diagnostic imaging , Heart Defects, Congenital/therapy , Oxygen Inhalation Therapy/methods , Ultrasonography, Prenatal/methods , Female , Humans , Mothers , PregnancyABSTRACT
The federal Early Head Start program provides a relevant context to examine families' experiences with stress since participants qualify on the basis of poverty and risk. Building on previous research that has shown variations in demographic and economic risks even among qualifying families, we examined possible variations in families' perceptions of stress. Family, parent, and child data were collected to measure stressors and risk across a variety of domains in families' everyday lives, primarily from self-report measures, but also including assay results from child cortisol samples. A cluster analysis was employed to examine potential differences among groups of Early Head Start families. Results showed that there were three distinct subgroups of families, with some families perceiving that they experienced very high levels of stress while others perceived much lower levels of stress despite also experiencing poverty and heightened risk. These findings have important implications in that they provide an initial step toward distinguishing differences in low-income families' experiences with stress, thereby informing interventions focused on promoting responsive caregiving as a possible mechanism to buffer the effects of family and social stressors on young children.
Subject(s)
Early Intervention, Educational , Family/psychology , Poverty/psychology , Stress, Psychological , Adult , Child, Preschool , Cluster Analysis , Female , Humans , Infant , Male , Middle Aged , Surveys and Questionnaires , Vulnerable Populations/psychology , Young AdultABSTRACT
Neuroblastoma is the most common extracranial solid tumor in children. Most common sites of metastases from neuroblastoma are bone marrow, bone and lymph nodes, however cardiac metastasis is rarely seen. Metastatic cardiac tumors are 20 to 40 times more common than primary cardiac tumors. Mechanism of cardiac metastasis can be hematogenous, lymphatogenous, and direct extension/infiltration of tumor cells. Usually right heart metastasis is seen. Left ventricular metastatic tumor has never been reported with neuroblastoma.
Subject(s)
Abdominal Neoplasms/pathology , Heart Neoplasms/secondary , Heart Ventricles/pathology , Neuroblastoma/secondary , Child, Preschool , Humans , MaleABSTRACT
BACKGROUND: Neonates are commonly referred for a cardiology consult and an echocardiogram to rule out patent ductus arteriosus (PDA). OBJECTIVES: Evaluate the usefulness of current pocket echocardiography system (PES) in PDA detection compared to traditional full-featured echo system (FFES). HYPOTHESIS: The determination of the presence of a PDA in neonates can be done using PES. METHODS: Fifty newborns with orders for echo evaluation were included in this study. A 5-minute PES scan was performed first. Then a full echo study was performed on a traditional FFES. Images were evaluated by three pediatric cardiologists blinded to the patients and the FFES results. RESULTS: The overall accuracy of reviewers rating PES versus FFES to rule in PDA had low false-positive rates 9.5% (95% CI: 1.2-30%), 11.8% (95% CI: 1.5-36%), 11.1% (95% CI: 1.4-35%) and the false-negative rate to rule out PDA was 0% (95% CI: 0-18%), 5.5% (95% CI: 0.14-27%), 0% (95% CI: 0-26%) for each reviewer 1, 2, and 3, respectively. Upon further analysis, PES scan was shown not to be accurate on infants with body weight below 1000 g with encouraging results for infants above 1000 g and those >37 weeks gestational age. CONCLUSIONS: Our results suggest that the current PES could potentially be used in larger and near-term infants but has less than acceptable performance in low birth weight and premature infants in determining who should undergo a FFES study for persistent PDA diagnosis. Improvements in the technology along with developing limited training protocols for noncardiology personnel should make it possible for PES scan to be used as a screening tool and as an extension of physical examination especially in limited resource settings.
Subject(s)
Computers, Handheld , Ductus Arteriosus, Patent/diagnostic imaging , Echocardiography, Doppler, Color/instrumentation , Cohort Studies , Female , Humans , Infant, Newborn , Male , Prospective Studies , Reproducibility of ResultsABSTRACT
We hypothesized that pediatric patients with type 1 diabetes have cardiac magnetic resonance (CMR) detectable differences in thoracic aortic wall properties and hemodynamics leading to significant local differences in indices of wall shear stress, when compared with age-matched control subjects without diabetes. Pediatric patients with type 1 diabetes were recruited from Children's Hospital of Wisconsin and compared with controls. All underwent morning CMR scanning, 4-limb blood pressure, brachial artery reactivity testing, and venipuncture. Patient-specific computational fluid dynamics modeling with fluid-structure interaction, based on CMR data, determined regional time-averaged wall shear stress (TAWSS) and oscillatory shear index (OSI). Twenty type 1 diabetic subjects, median age 15.8 years (11.6-18.4) and 8 controls 15.4 years (10.3-18.2) were similar except for higher glucose, hemoglobin A1c, and triglycerides for type 1 diabetic subjects. Lower flow-mediated dilation was seen for those with type 1 diabetes (6.5) versus controls (7.8), p = 0.036. For type 1 diabetic subjects, the aorta had more regions with high TAWSS when compared to controls. OSI maps appeared similar. Flow-mediated dilation positively correlated with age at diabetes diagnosis (r = 0.468, p = 0.038) and hemoglobin A1c (r = 0.472, p = 0.036), but did not correlate with aortic distensibility, TAWSS, or OSI. TAWSS did not correlate with any clinical parameter for either group. CMR shows regional differences in aortic wall properties for young diabetic patients. Some local differences in wall shear stress indices were also observed, but a longitudinal study is now warranted.
Subject(s)
Cardiovascular System/physiopathology , Diabetes Mellitus, Type 1/complications , Hemodynamics , Magnetic Resonance Imaging, Cine/methods , Adolescent , Aorta, Thoracic/pathology , Brachial Artery/pathology , Case-Control Studies , Child , Diabetes Mellitus, Type 1/pathology , Female , Humans , Male , Pilot Projects , WisconsinABSTRACT
Chronic lymphocytic leukemia (CLL) is characterized by immune dysfunction resulting in heightened susceptibility to infections and elevated rates of morbidity and mortality. A key strategy to mitigate infection-related complications has been immunization against common pathogens. However, the immunocompromised status of CLL patients poses challenges in eliciting an adequate humoral and cellular immune response to vaccination. Most CLL-directed therapy disproportionately impairs humoral immunity. Vaccine responsiveness also depends on the phase and type of immune response triggered by immunization. In this review, we discuss the immune dysfunction, vaccine responsiveness, and considerations for optimizing vaccine response in patients with CLL.
Subject(s)
Leukemia, Lymphocytic, Chronic, B-Cell , Vaccination , Humans , Leukemia, Lymphocytic, Chronic, B-Cell/immunology , Leukemia, Lymphocytic, Chronic, B-Cell/drug therapy , Immunocompromised Host/immunology , Immunity, Humoral/immunologyABSTRACT
OBJECTIVE: To determine the utility of triple endoscopy (combined direct laryngoscopy, bronchoscopy (DLB), flexible bronchoscopy with bronchoalveolar lavage (FB + BAL), and esophagogastroduodenoscopy (EGD)) in the diagnosis and management of patients with recurrent croup (RC), and to identify predictors of endoscopic findings METHODS: A retrospective chart review was performed of pediatric patients (age <18 years) with RC evaluated by triple endoscopy at a tertiary care pediatric hospital from 2010 to 2021. Data including presenting symptoms, airway findings, BAL and EGD with biopsy findings were collected. RESULTS: 42 patients with RC underwent triple endoscopy were included. The mean age was 4.55±2.84 years old. The most common symptom was chronic cough among 19 (45%) patients, while 23 (55%) patients had gastrointestinal (GI) symptoms. Airway findings included tracheomalacia in 19, laryngeal cleft in 17, and subglottic stenosis in 11 patients. On EGD with biopsy, abnormal gross findings were present in 6 and abnormal microscopic findings in 18 patients, including 6 with histologic findings suggestive of gastroesophageal reflux and 5 with eosinophilic esophagitis. Seventeen (40%) patients had positive culture on BAL. No findings in patient histories significantly predicted presence of lower airway malacia, subglottic stenosis, or abnormal EGD findings. CONCLUSIONS: Children with recurrent croup presenting to aerodigestive centers may not have any pertinent presenting symptoms that correlate with significant findings on triple endoscopy. Further work is needed to determine which children with recurrent croup may benefit from aerodigestive evaluation. LEVEL OF EVIDENCE: Level 3.
Subject(s)
Croup , Child , Humans , Infant , Child, Preschool , Adolescent , Croup/diagnosis , Retrospective Studies , Constriction, Pathologic , Bronchoscopy , Endoscopy, GastrointestinalABSTRACT
Preoperative biopsy for retroperitoneal sarcoma (RPS) enables appropriate multidisciplinary treatment planning. A systematic review of literature from 1990 to June 2022 was conducted using the population, intervention, comparison and outcome model to evaluate the local recurrence and overall survival of preoperative biopsy compared to those that had not. Of 3192 studies screened, five retrospective cohort studies were identified. Three reported on biopsy needle tract seeding, with only one study reporting biopsy site recurrence of 2â¯%. Two found no significant difference in local recurrence and one found higher 5-year local recurrence rates in those who had not been biopsied. Three studies reported overall survival, including one with propensity matching, did not show a difference in overall survival. In conclusion, preoperative core needle biopsy of RPS is not associated with increased local recurrence or adverse survival outcomes.
Subject(s)
Neoplasm Recurrence, Local , Retroperitoneal Neoplasms , Sarcoma , Humans , Australia/epidemiology , Biopsy , Neoplasm Recurrence, Local/pathology , Neoplasm Recurrence, Local/epidemiology , New Zealand/epidemiology , Practice Guidelines as Topic , Preoperative Care/standards , Retroperitoneal Neoplasms/pathology , Retroperitoneal Neoplasms/mortality , Retroperitoneal Neoplasms/surgery , Retroperitoneal Neoplasms/diagnosis , Sarcoma/mortality , Sarcoma/pathology , Sarcoma/diagnosis , Sarcoma/therapyABSTRACT
Background: Coarctation of the aorta (CoA) often leads to hypertension (HTN) post-treatment. Evidence is lacking for the current >20 mmHg peak-to-peak blood pressure gradient (BPGpp) guideline, which can cause aortic thickening, stiffening and dysfunction. This study sought to find the BPGpp severity and duration that avoid persistent dysfunction in a preclinical model, and test if predictors translate to HTN status in CoA patients. Methods: Rabbits (N=75; 5-12/group) were exposed to mild, intermediate or severe CoA (≤12, 13-19, ≥20 mmHg BPGpp) for ~1, 3 or 22 weeks using dissolvable and permanent sutures with thickening, stiffening, contraction and endothelial function evaluated via multivariate regression. Relevance to CoA patients (N=239; age=0.01-46 years; median 3.7 months) was tested by retrospective review of predictors (preoperative BPGpp, surgical age, etc.) vs follow-up HTN status. Results: CoA duration and severity were predictive of aortic remodeling and active dysfunction in rabbits, and HTN in CoA patients. Interaction between patient age and BPGpp at surgery contributed significantly to HTN, similar to rabbits, suggesting preclinical findings translate to patients. Machine learning decision tree analysis uncovered that pre-operative BPGpp and surgical age predict risk of HTN along with residual post-operative BPGpp. Conclusions: These findings suggest the current BPGpp threshold determined decades ago is likely too high to prevent adverse coarctation-induced aortic remodeling. The results and decision tree analysis provide a foundation for revising CoA treatment guidelines considering the interaction between CoA severity and duration to limit the risk of HTN.