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1.
J Pediatr Orthop ; 44(1): e61-e68, 2024 Jan 01.
Article in English | MEDLINE | ID: mdl-37867374

ABSTRACT

BACKGROUND: Pantothenate kinase-associated neurodegeneration (PKAN) is a rare, neurodegenerative disorder that manifests with progressive loss of ambulation and refractory dystonia, especially in the early-onset classic form. This leads to osteopenia and stress on long bones, which pose an increased risk of atraumatic femur fractures. The purpose of this study is to describe the unique challenges in managing femur fractures in PKAN and the effect of disease manifestations on surgical outcomes. METHODS: A retrospective case review was conducted on 5 patients (ages 10 to 20 y) with PKAN with a femur fracture requiring surgical intervention. Data regarding initial presentation, surgical treatment, complications, and outcomes were obtained. RESULTS: All patients were non-ambulatory, with 4 of 5 patients sustaining an atraumatic femur fracture in the setting of dystonia episode. One patient had an additional contralateral acetabular fracture. Postoperatively, 4 of the 5 patients sustained orthopaedic complications requiring surgical revision, with 3 of these secondary to dystonia. Overall, 4 required prolonged hospitalization in the setting of refractory dystonia. CONCLUSION: Femur fractures in PKAN present distinct challenges for successful outcomes. A rigid intramedullary rod with proximal and distal interlocking screws is most protective against surgical complications associated with refractory dystonia occurring during the postoperative period. Multidisciplinary planning for postoperative care is essential and may include aggressive sedation and pain management to decrease the risk of subsequent injuries or complications. LEVEL OF EVIDENCE: Level IV.


Subject(s)
Dystonia , Pantothenate Kinase-Associated Neurodegeneration , Spinal Fractures , Humans , Pantothenate Kinase-Associated Neurodegeneration/complications , Pantothenate Kinase-Associated Neurodegeneration/therapy , Dystonia/complications , Dystonia/therapy , Retrospective Studies , Femur
2.
J Pediatr Orthop ; 41(7): 400-405, 2021 Aug 01.
Article in English | MEDLINE | ID: mdl-34074957

ABSTRACT

BACKGROUND: Osteochondritis dissecans (OCD) of the capitellum is a common cause of pain and dysfunction in adolescents that engage in repetitive elbow loading. For large, unstable lesions fresh osteochondral allograft transplantation (FOCAT) from the femoral condyle has been described as an effective treatment. Current practice involves significant guesswork in obtaining an appropriately sized graft, with anatomic variations resulting in poor graft fit. No studies currently exist that analyze and identify the best distal femur FOCAT graft site to repair OCD lesions of the capitellum based on the radius of curvature (ROC) and simulated matching. METHODS: Computed tomography scans of the elbow were used to estimate the subchondral bone ROC of capitella in adolescents aged 11 to 21 years. The capitellar location used corresponds to the most commonly reported site of OCD lesions in the elbow. Computed tomography scans of the lower extremity were used to estimate the subchondral bone ROC of 4 potential donor femoral condyle grafts. ROC from distinct regions at the posterior section of both the medial and lateral femoral condyles were measured: 2 areas representing 10 mm grafts from the center (MC1 and LC1), and 2 areas estimating 10 mm grafts posterior and adjacent to the physeal scar (MC2 and LC2). Intraobserver and interobserver reliability measurements were preformed to corroborate precision and validate the method. RESULTS: The mean ROC of healthy subchondral bone at the region of the capitellum were OCD lesions most commonly occur was 9.79±1.39 mm. The mean ROC of MC1 was 18.61±2.26 mm. The average ROC of the MC2 was 15.23±1.43 mm. The average ROC of LC1 was 16.47±1.34 mm. The average ROC of LC2 was 18.19±3.09 mm. After 15,000 simulated condyle-to-capitellar site matchings based on these measurements, a good fit graft was achieved at a frequency of 15%. DISCUSSION: No site measured from the femoral condyle demonstrated a subchondral ROC that exactly matched the subchondral ROC of the capitellum at the center location where OCD lesions most commonly occur; of the locations measured, a 10 mm section from MC2 demonstrated the closest match. On the basis of this analysis, extracting a graft from MC2 has the potential to further optimize FOCAT fit to the capitellum. LEVEL OF EVIDENCE: Level III.

3.
J Pediatr Orthop ; 41(9): e780-e786, 2021 Oct 01.
Article in English | MEDLINE | ID: mdl-34411045

ABSTRACT

BACKGROUND: Assessing the severity of Legg-Calve-Perthes disease is important for treatment decision-making and determining prognosis. Perfusion magnetic resonance imaging (MRI) scans have improved our ability to assess femoral head hypoperfusion, and the use of an image analysis software called HipVasc (Scottish Rite for Children, Dallas TX) has allowed precise quantification for research purposes. In the clinical setting, using HipVasc software is not practical, and visual estimation is used to assess hypoperfusion. Currently, the reliability of visual estimation is unknown. The purpose of this study was to determine the reliability and validity of visual estimation of hypoperfusion on perfusion MRI and compare the results to measurements obtained with the HipVasc software. METHODS: Fourteen pediatric orthopaedic surgeons, divided into 4 groups, participated in this study. Each surgeon completed a 30-minute in-person training on HipVasc before proceeding. Stratified by category of severity, 122 MRIs were randomly assigned to 1 of the 4 groups so that each group member measured the same set of ∼30 MRIs. Each surgeon documented their visual estimation of hypoperfusion first, then used HipVasc to measure the hypoperfusion and recorded their results. Interobserver reliability was assessed at the group level by calculating the intraclass correlation coefficient. RESULTS: Good correlation and reliability was found between the visual estimate and HipVasc measurements with an overall mean intraclass correlation coefficient of 0.87 and mean Pearson coefficient of 0.90. The mean interobserver reliability of visual estimation was 0.84. Observers had a tendency to overestimate hypoperfusion with visual estimation. CONCLUSIONS: This study demonstrates the reliability and validity of visual estimation as a clinically applicable method for determining femoral head hypoperfusion. Our study is the first to measure the reliability of visual estimation and HipVasc with a large cohort of clinicians, specifically pediatric orthopaedic surgeons with varied experience in graphical software analysis. We recommend using visual estimation as a clinically applicable method to make treatment decisions, and its accuracy is comparable to HipVasc software analysis. LEVEL OF EVIDENCE: Level III-diagnostic.


Subject(s)
Legg-Calve-Perthes Disease , Child , Femur Head/diagnostic imaging , Humans , Legg-Calve-Perthes Disease/diagnostic imaging , Magnetic Resonance Angiography , Magnetic Resonance Imaging , Perfusion , Reproducibility of Results
4.
J Pediatr Orthop ; 40(6): e430-e434, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32501904

ABSTRACT

BACKGROUND: Recently published studies call into question the clinical utility of postoperative radiographs in the management of pediatric supracondylar humerus (SCH) fractures. This topic has been addressed as part of the American Academy of Orthopaedic Surgeons Appropriate Use Criteria, although recommendations regarding serial radiographs were not included as part of the discussion. The purpose of this systematic review is to summarize the recent literature regarding the utility of postoperative radiographs as part of the management of SCH fractures. METHODS: A systematic review of the literature published between January 1, 2000 and December 31, 2017 was conducted using PubMed/MEDLINE and SCOPUS databases to identify studies relevant to postoperative management of SCH. Eight studies met the inclusion criteria, from which data pooled estimates and an analysis of heterogeneity were calculated. RESULTS: The pooled estimate of changes in fracture management on the basis of postoperative radiographs was 1% (0.98±0.33). Significant interstudy heterogeneity was observed with an I test statistic of 76%. Changes in fracture management included prolonged immobilization following pin removal and return to the operating room. CONCLUSIONS: There is a paucity of articles focusing on the utility or appropriate use of postoperative radiographs in changing management of SCH fractures, one of the most common upper extremity fractures in children. There is a very low rate of change in management on the basis of imaging, and frequently authors commented that the management change could have been prompted without routine serial radiographs. The cumulate findings of these studies suggest routine postoperative radiographs after SCH fractures are infrequently associated with changes in management. Practitioners should consider postoperative protocols with the intention of identifying early postoperative alignment loss or when the complication is suspected to prevent excessive routine radiography in the management of pediatric SCH fractures. LEVEL OF EVIDENCE: Level III-systematic review of level III studies.


Subject(s)
Humeral Fractures/diagnostic imaging , Adolescent , Bone Nails , Child , Child, Preschool , Female , Humans , Humeral Fractures/surgery , Humerus/diagnostic imaging , Infant , Infant, Newborn , Male , Postoperative Period , Radiography , Retrospective Studies
5.
J Pediatr Orthop ; 39(10): 500-504, 2019.
Article in English | MEDLINE | ID: mdl-31599858

ABSTRACT

BACKGROUND: Opioids are commonly used after posterior spinal instrumented fusion (PSIF) for adolescent idiopathic scoliosis (AIS). Prescription opioids use can potentially lead to misuse, abuse, dependence, and overdose death. Prolonged opioid use has not been extensively studied in the postoperative AIS population. The purpose of this study is to identify risk factors associated with prolonged opioid use after PSIF for AIS. METHODS: A large insurance database was queried for AIS patients undergoing PSIF. Patients with prolonged postoperative opioid use were defined as those receiving new prescriptions for an opioid medication >6 weeks following the date of surgery, up to 8 months postoperatively. Preoperative and intraoperative risk factors for prolonged opioid use were then examined, including the number of spinal levels fused, preoperative opioid prescriptions, demographic variables, pertinent comorbidities (anxiety, depression, attention deficit hyperactivity disorder, and autism) and other preoperative prescriptions (anxiolytics, antidepressants, nonopioid analgesics, neuropathic medications, and attention deficit hyperactivity disorder medications). Each variable's independent risk for prolonged postoperative opioid use was examined utilizing a multivariable binomial regression analysis. P<0.05 was considered statistically significant. RESULTS: A total of 511 patients were included in the study. Of this 50 patients (9.78%) were found to have prolonged opioid use following scoliosis surgery. Preoperative opioid use (odds ratio, 2.93; P<0.001) was the most significant predictor of prolonged postoperative opioid use. In addition, female sex, obesity, a preoperative diagnosis of anxiety and a preoperative prescription for a muscle relaxer were also significant positive risk factors for prolonged postoperative opioid use. Several factors were found to be protective against prolonged postoperative opioid use. Fewer total fusion levels, compared with ≥13 levels, had a significantly lower risk of prolonged opioid use. Preoperative anxiolytic and antidepressant use were also both negative predictors of prolonged opioid use. CONCLUSIONS: Efforts at addressing preoperative opioid use, anxiety, obesity, and providing multimodal pain management strategies should be considered to reduce additional postoperative opioid prescriptions after PSIF for AIS. LEVEL OF EVIDENCE: Level III-retrospective comparative study.


Subject(s)
Analgesics, Opioid/therapeutic use , Pain, Postoperative/drug therapy , Scoliosis/epidemiology , Scoliosis/surgery , Spinal Fusion/adverse effects , Administrative Claims, Healthcare , Adolescent , Anti-Anxiety Agents/therapeutic use , Antidepressive Agents/therapeutic use , Anxiety/drug therapy , Anxiety/epidemiology , Child , Comorbidity , Female , Humans , Male , Muscle Relaxants, Central/therapeutic use , Obesity/epidemiology , Pain, Postoperative/etiology , Postoperative Period , Preoperative Period , Protective Factors , Retrospective Studies , Risk Factors , Sex Factors , Time Factors , Young Adult
6.
Genome Res ; 25(12): 1886-92, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26359232

ABSTRACT

Replication timing is a crucial aspect of genome regulation that is strongly correlated with chromatin structure, gene expression, DNA repair, and genome evolution. Replication timing is determined by the timing of replication origin firing, which involves activation of MCM helicase complexes loaded at replication origins. Nonetheless, how the timing of such origin firing is regulated remains mysterious. Here, we show that the number of MCMs loaded at origins regulates replication timing. We show for the first time in vivo that multiple MCMs are loaded at origins. Because early origins have more MCMs loaded, they are, on average, more likely to fire early in S phase. Our results provide a mechanistic explanation for the observed heterogeneity in origin firing and help to explain how defined replication timing profiles emerge from stochastic origin firing. These results establish a framework in which further mechanistic studies on replication timing, such as the strong effect of heterochromatin, can be pursued.


Subject(s)
DNA Replication Timing , DNA Replication , Minichromosome Maintenance Proteins/metabolism , Replication Origin , Cell Cycle/genetics , Chromatin Immunoprecipitation , High-Throughput Nucleotide Sequencing , Protein Binding , Saccharomyces cerevisiae/genetics , Saccharomyces cerevisiae/metabolism
7.
J Pediatr Orthop ; 37(5): 344-347, 2017.
Article in English | MEDLINE | ID: mdl-26368854

ABSTRACT

BACKGROUND: Back pain in adolescents is very common and often seen in the office for evaluation of potential spinal pathology. Pediatric back pain has often thought to be from serious identifiable causes such as spondylolysis, spondylolisthesis, tumor, or infection. A follow-up analysis of adolescents initially presenting with back pain to their eventual subsequent diagnosis within 1 year has not been reported on a large scale with a national sample. METHODS: A national insurance database (PearlDiver Patient Records Database) was queried for ICD-9 codes to identify patients aged 10 to 19 years with back pain from 2007 to 2010. These patients were tracked for imaging obtained, and eventual development of subsequent associated spinal pathology diagnoses using CPT and ICD-9 codes for up to 1 year after initial presentation. RESULTS: A total of 215,592 adolescents were identified presenting with low back pain (LBP) from 2007 to 2010. Over 80% of adolescents with LBP had no identifiable diagnosis within 1 year. The most common associated subsequent diagnoses were lumbar strain/spasm (8.9%), followed by scoliosis (4.7%), lumbar degenerative disk disease (1.7%), and lumbar disk herniation (1.3%). The rates of all other diagnoses including spondylolysis, spondylolisthesis, infection, tumor, and fracture had <1% association with LBP. CONCLUSIONS: In conclusion, adolescent LBP is a common diagnosis for which underlying serious pathology is rare. The most common diagnosis aside from strain or muscle spasm associated with LBP are scoliosis and degenerative disk disease. Pediatric orthopaedists often are consulted on patients with LBP and should always have high suspicion for potential serious spinal pathology, but should recognize the most common etiologies of back pain in adolescence. LEVEL OF EVIDENCE: Level IV-case series.


Subject(s)
Low Back Pain/diagnosis , Adolescent , Child , Female , Humans , Low Back Pain/etiology , Lumbar Vertebrae/injuries , Male , Scoliosis/complications , Spondylolisthesis/complications , Spondylolysis/complications , Sprains and Strains/complications
8.
J Pediatr Orthop ; 36(5): 447-52, 2016.
Article in English | MEDLINE | ID: mdl-25985368

ABSTRACT

BACKGROUND: With the increasing involvement in organized athletics among children and adolescents, more anterior cruciate ligament (ACL) injuries are being recognized in the skeletally immature population. The goal of the present study is to utilize a national database to characterize the recent epidemiologic trends of ACL injuries, ACL reconstruction, and treatment of associated meniscal and chondral pathology in the pediatric and adolescent populations. METHODS: A national database was queried for ACL tear (ICD-9 844.2) and arthroscopic reconstruction of an ACL tear (CPT 29888) from 2007 to 2011. Searches were limited by age group to identify pediatric and adolescent cohorts: (1) ages 5 to 9 years old, (2) ages 10 to 14 years old, and (3) ages 15 to 19 years old. A comparative cohort of adult patients from ages 20 to 45 was also created. The database was also queried for concomitant procedures at the same time as ACL reconstruction for each age group, including partial meniscectomy, meniscus repair, microfracture, osteochondral autograft or allograft transfer, and shaving chondroplasty. The χ analysis was used to determine statistical significance. RESULTS: A total of 44,815 unique pediatric or adolescent patients with a diagnosis of an ACL tear and 19,053 pediatric or adolescent patients who underwent arthroscopic ACL reconstruction were identified. Significant increases in pediatric and adolescent ACL tear diagnosis and reconstruction compared with adult patients were noted. Significant increases in many concomitant meniscus and cartilage procedures in pediatric and adolescent patients compared with adult patients were also noted. CONCLUSIONS: The present study demonstrates a significant increase in the overall diagnosis of ACL injury and ACL reconstruction in both pediatric and adolescent patients, rising at a rate significantly higher than adults. In addition, pediatric and adolescent patients who undergo ACL reconstruction had significant increases in incidences of concomitant meniscal and cartilage procedures. LEVEL OF EVIDENCE: Level III-retrospective cohort study.


Subject(s)
Anterior Cruciate Ligament Injuries/surgery , Anterior Cruciate Ligament Reconstruction/trends , Arthroscopy/trends , Cartilage, Articular/surgery , Adolescent , Adult , Anterior Cruciate Ligament Injuries/complications , Anterior Cruciate Ligament Reconstruction/methods , Arthroscopy/methods , Athletic Injuries/surgery , Bone Transplantation/methods , Bone Transplantation/trends , Cartilage/transplantation , Child , Child, Preschool , Female , Humans , Knee Injuries/surgery , Male , Menisci, Tibial/surgery , Middle Aged , Retrospective Studies , Tibial Meniscus Injuries/complications , Tibial Meniscus Injuries/surgery , Transplantation, Autologous , Transplantation, Homologous , Young Adult
9.
J Shoulder Elbow Surg ; 24(4): 593-600, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25440511

ABSTRACT

BACKGROUND: Obesity has become a significant public health concern in the United States. The goal of this study was to assess the effect of obesity on postoperative complications after operative management of proximal humerus fractures by use of a national database. METHODS: Patients who underwent operative management of a proximal humerus fracture were identified in a national database by Current Procedural Terminology codes for procedures in patients with International Classification of Diseases, Ninth Revision (ICD-9) codes for proximal humerus fracture, including (1) open reduction and internal fixation, (2) intramedullary nailing, (3) hemiarthroplasty, and (4) total shoulder arthroplasty. These groups were then divided into obese and nonobese cohorts by use of ICD-9 codes for obesity, morbid obesity, or body mass index >30. Each cohort was then assessed for local and systemic complications within 90 days and mortality within 2 years postoperatively. Odds ratios and 95% confidence intervals were calculated. RESULTS: From 2005 to 2011, 20,319 patients who underwent operative management of proximal humerus fractures were identified, including 14,833 (73.0%) open reduction and internal fixation, 1368 (9.2%) intramedullary nail, 3391 (16.7%) hemiarthroplasty, and 727 (3.6%) shoulder arthroplasty. Overall, 3794 patients (18.7%) were coded as obese, morbidly obese, or body mass index >30. In each operative group, obesity was associated with a substantial increase in local and systemic complications. CONCLUSIONS: Obesity and its resultant medical comorbidities are associated with increased rates of postoperative complications after operative management of proximal humerus fractures. Obese patients for whom operative management of proximal humerus fractures is planned should be counseled preoperatively about their increased risk for postoperative complications.


Subject(s)
Arthroplasty, Replacement/adverse effects , Fracture Fixation, Internal/adverse effects , Obesity, Morbid/complications , Shoulder Fractures/surgery , Aged , Aged, 80 and over , Body Mass Index , Databases, Factual , Female , Fracture Fixation, Intramedullary/adverse effects , Hemiarthroplasty/adverse effects , Humans , Humerus/surgery , Male , Middle Aged , Odds Ratio , Postoperative Complications , Retrospective Studies , United States
10.
J Pediatr Orthop ; 35(3): 229-33, 2015.
Article in English | MEDLINE | ID: mdl-24992356

ABSTRACT

BACKGROUND: Controversy continues with regard to decision making for operative treatment of adolescent clavicle fractures, while the literature continues to support operative treatment for select middle third fractures in adults. The purpose of our study was to evaluate the recent trends in nonoperative and operative management of adolescent clavicle fractures in the United States. METHODS: Data were derived from a publicly available database of patients, PearlDiver Patient Records Database. The database was queried for ICD-9 810.02 (closed fracture of shaft of clavicle), with the age restriction of either 10 to 14 or 15 to 19 years old, along with CPT-23500 (closed treatment of clavicular fracture) and CPT-23515 (open treatment of clavicular fracture) from 2007 to 2011. The χ analysis was used to determine statistical significance with regard to procedural volumes, sex, and region. The Student t test was used to compare average charges between groups. RESULTS: A significant increase in the number of adolescent clavicle fractures managed operatively (CPT-23510, ages 10 to 19 y) from 309 in 2007 to 530 in 2011 was observed (P<0.0001). There was a significantly greater increase in operative management of clavicle fractures in the age 15 to 19 subgroup compared with the age 10 to 14 subgroup (P<0.0001). In the operative group, there was a trend toward a higher number of males being managed with operative intervention. The overall average monetary charge for both nonoperatively and operatively managed adolescent clavicle fractures increased significantly in the study period. A statistically significant increase in normalized incidence of operatively managed adolescent clavicle fractures was noted in the midwest, south, and west regions with the greatest increase in west region where the incidence increased over 2-fold (P<0.0001). CONCLUSIONS: Adolescent clavicle fractures seem to be being treated increasingly with open reduction and internal fixation recently, especially in the 15 to 19 age group. Nevertheless, there remains of lack of high-level studies comparing outcomes of operative and conservative treatment specifically for the adolescent population to justify this recent trend. LEVEL OF EVIDENCE: Level IV-retrospective database analysis.


Subject(s)
Clavicle/injuries , Fracture Fixation, Internal/trends , Fractures, Bone/therapy , Fractures, Closed/therapy , Adolescent , Age Factors , Arm Injuries/therapy , Child , Clavicle/surgery , Decision Making , Fees and Charges/trends , Female , Fracture Fixation, Internal/economics , Fractures, Bone/economics , Fractures, Bone/surgery , Fractures, Closed/economics , Fractures, Closed/surgery , Humans , Male , Retrospective Studies , Sex Factors , Treatment Outcome , United States , Young Adult
13.
Article in English | MEDLINE | ID: mdl-38748903

ABSTRACT

Selecting the lowest instrumented vertebra (LIV) in fusion for adolescent idiopathic scoliosis is potentially the most nuanced decision a surgeon has to make. This article reviews the literature on the range-of-motion loss related to the LIV, ability to return to sports based on LIV, correlation between LIV and disk degeneration, and short-term and long-term clinical outcomes related to LIV.

14.
Spine Deform ; 2024 May 20.
Article in English | MEDLINE | ID: mdl-38769218

ABSTRACT

PURPOSE: As rapid discharge protocols for pediatric spine fusion shorten stays, gastrointestinal (GI) complications are uncovered and cause delays in discharge. A pre-operative carbohydrate (CHO) drink has been shown to improve perioperative GI symptoms and functional return but has not been examined in pediatric spine patients. We aimed to determine if a preoperative CHO drink is safe in pediatric spine fusion patients, and if it improves their comfort scores and return of bowel function. METHODS: We prospectively randomized ASA-1 and -2 pediatric spine fusion patients to either a pre-anesthesia carbohydrate drink 2 h prior to surgery or to a control group (standard 8 h NPO), blinded to surgical team. We documented time to return to flatus, bowel movement, GI symptoms, and comfort scores for 72 h post-operatively or until discharge. RESULTS: 62 patients were randomized. There was no significant differences between the groups' pre-operative characteristics, surgical details, nor post-operative morphine dose equivalents, except for EBL (405 cc control, 340 cc CHO drink, p = 0.044). There were no perioperative complications related to ingestion of the CHO drink. CHO group had a positive trend for earlier return of flatus (21% vs. 3% return at 12 h), and comfort scores for anxiety and abdominal pain, but no statistically significant differences. There was no difference in length of stay or time to first bowel movement. CONCLUSION: There were no complications related to ingestion of a CHO drink 2 h prior to pediatric spinal fusion surgery. Further studies are needed to develop a study blinded to the participants with larger sample size. Level of evidence I.

15.
Article in English | MEDLINE | ID: mdl-37796978

ABSTRACT

BACKGROUND: The effect of community water fluoridation on bone fragility and fracture has been inconclusive in the literature. The null hypothesis of this study was that no association was observed between water fluoride level and risk of fracture in children. METHODS: Community fluoridation data were obtained from the Centers for Disease Control and Prevention while data on fracture rates were obtained from the PearlDiver database. The rate of fracture type for each state was then compared with state-level fluoridation data using Pearson correlation coefficients and Wilcoxon rank-sum tests. RESULTS: Positive correlations were found between the percentage of state water fluoridation and fracture rates for both bone forearm fracture (BBFFx) and femur fracture. Fluoride levels had positive correlations with fracture rates for all fracture types. Increased fracture rates were found between states in the highest quartiles of percentage of state water fluoridation and fluoride water levels for supracondylar humerus fracture and BBFFx. CONCLUSIONS: A higher level of water fluoridation was associated with higher rates of supracondylar humerus fracture and BBFFx in children aged 4 to 10 years. These findings do not imply causality, but they suggest that additional investigation into the effect of fluoride on pediatric bone health may be indicated.


Subject(s)
Forearm Injuries , Humeral Fractures , Humans , Child , Fluoridation , Fluorides , Bone and Bones
16.
Top Cogn Sci ; 2023 Feb 20.
Article in English | MEDLINE | ID: mdl-36807872

ABSTRACT

With the rise of artificial intelligence (AI) and the desire to ensure that such machines work well with humans, it is essential for AI systems to actively model their human teammates, a capability referred to as Machine Theory of Mind (MToM). In this paper, we introduce the inner loop of human-machine teaming expressed as communication with MToM capability. We present three different approaches to MToM: (1) constructing models of human inference with well-validated psychological theories and empirical measurements; (2) modeling human as a copy of the AI; and (3) incorporating well-documented domain knowledge about human behavior into the above two approaches. We offer a formal language for machine communication and MToM, where each term has a clear mechanistic interpretation. We exemplify the overarching formalism and the specific approaches in two concrete example scenarios. Related work that demonstrates these approaches is highlighted along the way. The formalism, examples, and empirical support provide a holistic picture of the inner loop of human-machine teaming as a foundational building block of collective human-machine intelligence.

17.
Article in English | MEDLINE | ID: mdl-37747696

ABSTRACT

CASE: A previously healthy 7-year-old boy presented with midshaft radius and ulna malunion after 8 weeks of nonsurgical treatment. He underwent open reduction and internal fixation of both bones with titanium alloy nails and was placed in a long arm cast. Four weeks after surgery, the patient underwent sedated brain MRI and woke up from anesthesia with elbow pain. On cast removal, the ulnar flexible nail was noted to have displaced proximally by 1.5 cm. CONCLUSION: Despite meeting American Society for Testing and Materials standards, untethered titanium orthopaedic implants are at risk of clinically significant displacement in the early postoperative period.


Subject(s)
Internal Fixators , Titanium , Male , Humans , Child , Magnetic Resonance Imaging , Fracture Fixation, Internal , Neuroimaging
18.
JBJS Case Connect ; 13(3)2023 07 01.
Article in English | MEDLINE | ID: mdl-37616419

ABSTRACT

CASE: A 10-year-old boy with osteosarcoma of the left distal femur underwent resection with compressive osseointegration endoprosthetic reconstruction, gradually resulting in a 4.5-cm leg-length difference with significant predicted progression. Two years after resection, he underwent right distal femur and proximal tibia epiphysiodesis and placement of a left femoral magnetic lengthening nail. At 2 years after lengthening and skeletal maturity, the patient has symmetric limb lengths, no pain, and returned to sports. CONCLUSION: A magnetic lengthening nail with contralateral epiphysiodesis is a viable option for correcting limb-length discrepancy after distal femur endoprosthetic reconstruction in a pediatric patient.


Subject(s)
Bone Neoplasms , Plastic Surgery Procedures , Male , Humans , Child , Lower Extremity , Femur/surgery , Bone Neoplasms/surgery , Magnetic Phenomena
19.
Cogn Sci ; 47(4): e13279, 2023 04.
Article in English | MEDLINE | ID: mdl-37052215

ABSTRACT

The enormous scale of the available information and products on the Internet has necessitated the development of algorithms that intermediate between options and human users. These algorithms attempt to provide the user with relevant information. In doing so, the algorithms may incur potential negative consequences stemming from the need to select items about which it is uncertain to obtain information about users versus the need to select items about which it is certain to secure high ratings. This tension is an instance of the exploration-exploitation trade-off in the context of recommender systems. Because humans are in this interaction loop, the long-term trade-off behavior depends on human variability. Our goal is to characterize the trade-off behavior as a function of human variability fundamental to such human-algorithm interaction. To tackle the characterization, we first introduce a unifying model that smoothly transitions between active learning and recommending relevant information. The unifying model gives us access to a continuum of algorithms along the exploration-exploitation trade-off. We then present two experiments to measure the trade-off behavior under two very different levels of human variability. The experimental results inform a thorough simulation study in which we modeled and varied human variability systematically over a wide rage. The main result is that exploration-exploitation trade-off grows in severity as human variability increases, but there exists a regime of low variability where algorithms balanced in exploration and exploitation can largely overcome the trade-off.


Subject(s)
Algorithms , Exploratory Behavior , Humans , Uncertainty , Computer Simulation , Internet
20.
Eur Spine J ; 21(10): 1978-83, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22842954

ABSTRACT

PURPOSE: Patients with adolescent idiopathic scoliosis (AIS) often present with a disfiguring shoulder imbalance. Shoulder balance (Sh.B) is of significant importance to the patient's self-perception. Previous studies have correlated Sh.B with respect to only the clinical posterior view correlated with radiographs. It is important, however, to address Sh.B with respect to anterior view of the patients' shoulders as if patients were viewing in a mirror. In this study, we evaluated the anterior Sh.B and correlated it with posterior Sh.B clinically and radiographically in Lenke type 1 and 2 curves. METHOD: An online scoliosis database was queried to identify 74 AIS patients with Lenke 1 (n = 55, age 15.28 ± 3.35) and 2 (n = 19, age 15.66 ± 3.72) curves with a complete set of PA radiographs and anterior and posterior photos. Radiographic measures for Sh.B included Cobb angles, T1 tilt, first rib angle, and clavicle-rib intersection angle. Clinical measures for Sh.B included inner shoulder angle, outer shoulder angle, and axillary fold angle. Regression analysis with Pearson's correlation and ANOVA for statistical significance was used for analysis. RESULTS: For Lenke 1 curves, there was moderate statistically significant correlation between anterior and posterior clinical Sh.B (R = 0.35-0.41). There was only weak to moderate correlation between radiographic and clinical measures. For Lenke 2 curves, there was a weak to moderate correlation between anterior and posterior clinical Sh.B (R = 0.25-0.45), though not statistically significant. There was no statistically significant correlation between any radiographic measures and posterior Sh.B. There was, however, moderate and significant correlation between radiographic measures and anterior Sh.B. CONCLUSION: There is no strong correlation between anterior and posterior clinical Sh.B, and surgeons should evaluate both sides in planning deformity correction, especially in Lenke 2 curves. None of the radiographic measures showed strong correlation (R > 0.8) with anterior or posterior clinical Sh.B. A stronger correlation existed between radiographic measures and anterior Sh.B measurements compared with posterior clinical Sh.B measurements in Lenke 2 curves further necessitating anterior evaluation in this group.


Subject(s)
Scoliosis/diagnostic imaging , Shoulder/diagnostic imaging , Adolescent , Body Weights and Measures , Humans , Radiography , Retrospective Studies , Scoliosis/pathology , Self Concept , Shoulder/pathology
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