Tag: nevin manimala

J Comput Graph Stat. 2023;32(3):873-883. doi: 10.1080/10618600.2022.2152034. Epub 2023 Feb 6.

ABSTRACT

The analysis of hierarchical interactions has long been a challenging problem due to the large number of candidate main effects and interaction effects, and the need for accommodating the “main effects, interactions” hierarchy. The two-stage analysis methods enjoy simplicity and low computational cost, but contradict the fact that the outcome of interest is attributable to the joint effects of multiple main factors and their interactions. The existing joint analysis methods can accurately describe the underlying data generating process, but suffer from prohibitively high computational cost. And it is not straightforward to extend their optimization algorithms to general loss functions. To address this need, we develop a new computational method that is much faster than the existing joint analysis methods and rivals the runtimes of two-stage analysis. The proposed method, HierFabs, adopts the framework of the forward and backward stagewise algorithm and enjoys computational efficiency and broad applicability. To accommodate hierarchy without imposing additional constraints, it has newly developed forward and backward steps. It naturally accommodates the strong and weak hierarchy, and makes optimization much simpler and faster than in the existing studies. Optimality of HierFabs sequences is investigated theoretically. Simulations show that it outperforms the existing methods. The analysis of TCGA data on melanoma demonstrates its competitive practical performance.

PMID:38009111 | PMC:PMC10671243 | DOI:10.1080/10618600.2022.2152034

Int J Cardiovasc Imaging. 2023 Nov 27. doi: 10.1007/s10554-023-02995-8. Online ahead of print.

ABSTRACT

Regular, vigorous physical activity can have a significant impact on cardiac function, leading to cardiac morphological alterations that may be challenging to distinguish from pathological changes. Therefore, new screening methods are needed to accurately differentiate between adaptive changes and pathological alterations in athletes. Vortex formation time (VFT) is an emerging method that shows potential in this regard, as it involves the formation of a rotating vortex ring in the left ventricle during the early filling phase of diastole. In this study, we investigated the difference in VFT between two groups of women: professional handball players and healthy middle-aged female athletes, along with their corresponding control groups. By using echocardiography-Doppler analysis of the heart, VFT was calculated based on the left ventricular ejection fraction, the ratio between the end-diastolic volume and the diameter of the mitral annulus, and the ratio of the atrial contraction volume to the total inflow via the mitral valve. The study reveals a significant increase in VFT in both professional handball players and middle-aged female athletes compared to their respective control groups. Moreover, statistically significant differences between handball players and middle-aged female athletes were observed, indicating that the level of physical activity may affect the VFT. These results suggest that VFT could be a promising screening tool for identifying cardiac adaptations due to long-term vigorous training, potentially enabling more accurate diagnoses of cardiac morphological alterations in athletes. Representation of the graphical abstract of the conducted research.

PMID:38008878 | DOI:10.1007/s10554-023-02995-8

Maxillofac Plast Reconstr Surg. 2023 Nov 27;45(1):41. doi: 10.1186/s40902-023-00408-3.

ABSTRACT

BACKGROUND: Mandibular condyle remodeling and displacement are post-orthognathic surgery concerns that can potentially lead to occlusal issues after bilateral sagittal split ramus osteotomy. This retrospective study examined the relationship between condylar volume changes and position alterations after surgery in patients with skeletal class II and III malocclusions using cone-beam CT.

METHODS: The study included 16 patients (6 with Class II malocclusion, 10 with Class III malocclusion) who underwent bilateral sagittal split ramus osteotomy at Chonnam National University Hospital. Cone-beam CT data were collected at three specific time points: before surgery, immediately after surgery, and approximately 6 months post-surgery. Mandibular movement was measured using InVivoDental 5.4.6. ITK-SNAP 3.8.0 was used to assessed condylar volume changes post-surgery. Condyle positions were evaluated in four parts with RadiAnt DICOM Viewer 4.6.9. Statistical analyses were performed using the SPSS version 23.

RESULTS: Considering both Class II and III malocclusion, a 2.91% volume reduction was noted immediately and at 6 months after surgery. Both Class II and III cases demonstrated a decrease in superior joint space by -0.59 mm and medial joint space by -1.09 mm. No significant correlation was found between this process and condylar volume change.

CONCLUSIONS: The mandibular condyle volume decreased, and superior-medial movement of the condyle was detected in patients with Class II and III malocclusion immediately and at 6 months after surgery with no volume-position correlation.

PMID:38008875 | DOI:10.1186/s40902-023-00408-3

JAMA Otolaryngol Head Neck Surg. 2023 Nov 22. doi: 10.1001/jamaoto.2023.3670. Online ahead of print.

ABSTRACT

IMPORTANCE: Refractory sialorrhea in children can result in pulmonary aspiration and irreversible lung damage. Despite many studies devoted to the surgical treatment of sialorrhea, there is a paucity of objective outcome measures after surgery, especially with regard to pulmonary health.

OBJECTIVES: To assess whether bilateral submandibular gland excision and bilateral parotid duct ligation (“DROOL” procedure) is associated with reduced pulmonary inflammation in bronchoalveolar lavage (BAL) samples after surgery and to assess patient factors associated with improvement after surgery.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective case series included all 112 patients undergoing the DROOL procedure at a single tertiary care pediatric children’s hospital from January 1, 2012, to December 31, 2021. Statistical analysis was performed from March 30 to June 10, 2023, and August 20 to September 23, 2023.

EXPOSURE: DROOL procedure for refractory sialorrhea.

MAIN OUTCOMES AND MEASURES: Degree of pulmonary inflammation (neutrophil percentage) according to BAL cytologic findings and overall bronchoscopy findings up to 12 months before and after the DROOL procedure. Secondary outcomes included number of annual hospitalizations, caregiver report of function before and after the procedure, and need for revision procedures and/or additional operations for secretion management.

RESULTS: A total of 112 patients (median age, 3.4 years [IQR, 2.0-7.1 years]; 65 boys [58.0%]) underwent DROOL procedures and had both preoperative and postoperative BAL samples during the study period. Patients demonstrated objective improvement in pulmonary inflammation after surgery, with the median polymorphonuclear neutrophil percentage decreasing from 65.0% (IQR, 14.0%-86.0%) before the surgery to 32.5% (IQR, 3.0%-76.5%) after the surgery (median difference in percentage points, -9.0 [95% CI, -20.0 to 0.0]). Prior to the DROOL procedure, 34 patients (30.4%; 95% CI, 21.8%-38.9%) were hospitalized 2 or more times annually for respiratory illness, which decreased to 10.1% (11 of 109; 95% CI, 4.4%-15.7%) after surgery (3 patients did not have hospitalization data available following surgery). Most caretakers (73 [65.2%]) reported improved secretion management after the procedure.

CONCLUSIONS AND RELEVANCE: This study suggests that patients with impaired secretion management who underwent a DROOL procedure demonstrated improvement in pulmonary inflammation and a reduction in hospitalizations after surgery. Caretakers were also likely to report subjective improvement in secretion management and quality of life. Additional research is necessary to guide optimal timing and patient selection for this procedure.

PMID:38008865 | DOI:10.1001/jamaoto.2023.3670

Brain Imaging Behav. 2023 Nov 27. doi: 10.1007/s11682-023-00822-1. Online ahead of print.

ABSTRACT

Understanding the interrelationships of brain function as measured by resting-state magnetic resonance imaging and neuropsychological/behavioral measures in Alzheimer’s disease is key for advancement of neuroimaging analysis methods in clinical research. The edge time-series framework recently developed in the field of network neuroscience, in combination with other network science methods, allows for investigations of brain-behavior relationships that are not possible with conventional functional connectivity methods. Data from the Indiana Alzheimer’s Disease Research Center sample (53 cognitively normal control, 47 subjective cognitive decline, 32 mild cognitive impairment, and 20 Alzheimer’s disease participants) were used to investigate relationships between functional connectivity components, each derived from a subset of time points based on co-fluctuation of regional signals, and measures of domain-specific neuropsychological functions. Multiple relationships were identified with the component approach that were not found with conventional functional connectivity. These involved attentional, limbic, frontoparietal, and default mode systems and their interactions, which were shown to couple with cognitive, executive, language, and attention neuropsychological domains. Additionally, overlapping results were obtained with two different statistical strategies (network contingency correlation analysis and network-based statistics correlation). Results demonstrate that connectivity components derived from edge time-series based on co-fluctuation reveal disease-relevant relationships not observed with conventional static functional connectivity.

PMID:38008852 | DOI:10.1007/s11682-023-00822-1

Environ Sci Pollut Res Int. 2023 Nov 27. doi: 10.1007/s11356-023-31031-4. Online ahead of print.

ABSTRACT

The frequent occurrence of haze has caused widespread concern in China, and PM_2.5 is thought to be the main cause. Previous research showed that PM_2.5 was not only influenced by meteorological conditions but also by land cover especially surface vegetation. It was concluded that PM_2.5 concentration is significantly influenced by surface vegetation, but spatially how and in what manner are still unanswered. Taking the central area of Nanchang City, China, as a case, this study firstly applied land use regression (LUR) model to simulate the distribution of PM_2.5 in 2020. Then, the dichotomous model was used to determine vegetation coverage. A statistical regression model was used to analyze the influence of vegetation cover on PM_2.5 and the scale effects. The results showed that (1) vegetation coverage and PM_2.5 concentration were both significantly negatively correlated at the spatial scales selected for this study. (2) The effect of vegetation coverage on PM_2.5 varied with season and the 500 m had the best correlation. (3) The non-linear regression model fits better than the linear model, and the effect of vegetation coverage on PM_2.5 was complex. (4) The effect of vegetation coverage on PM_2.5 concentration was different with PM_2.5 concentration level. The higher the PM_2.5 concentration, the more pronounced the effect of vegetation coverage on it. This study proposed the idea and method of coupling vegetation coverage with PM_2.5 concentration at the regional scale from gradient landscape’s point of view and provided some references for mitigating PM_2.5 pollution through optimizing urban vegetation patterns.

PMID:38008837 | DOI:10.1007/s11356-023-31031-4

Environ Sci Pollut Res Int. 2023 Nov 27. doi: 10.1007/s11356-023-31024-3. Online ahead of print.

ABSTRACT

Tingui biochar (TB) activated with potassium hydroxide (TB-KOH) was synthesized in the present study. The adsorption capacity of TB-KOH was evaluated for the removal of acetaminophen and caffeine in monocomponent and bicomponent solutions. As a result, the study of the TB-KOH characterization as well as the adsorption kinetics, isotherm, thermodynamics, and a suggestion of the global adsorption mechanism are presented. TB-KOH was characterized through physical-chemical analysis to understand its surface morphology and how it contributes to the adsorption of these drugs. Furthermore, modelling using advanced statistical physical models was performed to describe how acetaminophen and caffeine molecules are adsorbed in the active sites of TB-KOH. Through the characterizations, it was observed that the activation with KOH contributed to the development of porosity and functional groups (-OH, C-O, and C = O) on the surface of TB. The monocomponent adsorption equilibrium was reached in 90 min with a maximum adsorption capacity of 424.7 and 350.8 mg g^-1 for acetaminophen and caffeine, respectively. For the bicomponent solution adsorption, the maximum adsorption capacity was 199.4 and 297.5 mg g^-1 for acetaminophen and caffeine, respectively. The isotherm data was best fitted to the Sips model, and the thermodynamic study indicated that acetaminophen removal was endothermic, while caffeine removal was exothermic. The mechanism of adsorption of acetaminophen and caffeine by TB-KOH was described by the involvement of hydrogen bonds and π-π interactions between the surface of TB-KOH and the molecules of the contaminants.

PMID:38008834 | DOI:10.1007/s11356-023-31024-3

Eur J Orthop Surg Traumatol. 2023 Nov 26. doi: 10.1007/s00590-023-03779-5. Online ahead of print.

ABSTRACT

PURPOSE: Intertrochanteric fractures can be classified as stable (AO-OTA 31-A1) or unstable (AO-OTA 31-A2/3). For A3 fractures there is no recommended treatment, often fixed with either an intramedullary nail (IMN) or a dynamic hip screw and trochanteric stabilisation plate (DHS/TSP). This study retrospectively reviews peri-operative outcomes of patients treated with either fixator.

METHODS: Pre-operative demographics, operative information and patient outcome data from 213 patients who suffered intertrochanteric fractures and were treated with either DHS/TSP or IMN at a major trauma centre from 01/2015 to 01/2022 was collected. Unpaired T tests were performed to assess levels of significance between peri-operative outcomes.

RESULTS: The mean age for DHS/TSP-treated patients was 2.63 years greater than IMN-treated (P = 0.039). There were no other significant differences in pre-operative characteristics. We found a significantly shorter mean operative time in the DHS/TSP group (88.05 min, 95% CI: 82.1-94.0) compared to IMN counterparts (100.8 min, 95% CI: 92.7-109.0, P = 0.012), but no statistically significant difference in length of hospital stay or patient mortality, blood transfusion, re-operation or complication rates. When A3 fractures were analysed, a statistically significant greater proportion of IMN patients required blood transfusions (DHS/TSP: 35.90%, IMN: 65.00%, P = 0.0093). All other factors were found to have no significant differences.

CONCLUSION: This study provides evidence to support the national guidelines regarding A1 fractures and suggests that DHS/TSP is a valid alternative to the IMN in A3 intertrochanteric fractures, with reduced blood loss. With the flexibility to add the TSP intraoperatively to prevent femoral head medialisation, and cheaper implant costs, the DHS/TSP may become the preferred method of internal fixation.

PMID:38008823 | DOI:10.1007/s00590-023-03779-5

Acta Neurochir (Wien). 2023 Nov 27. doi: 10.1007/s00701-023-05853-7. Online ahead of print.

ABSTRACT

PURPOSE: This study aimed to investigate the efficacy and safety of an intraprocedural image fusion technique using flat-panel detector computed tomography-based rotational angiography (FDCT-RA) and image fusion (IF) for the transvenous approach in treating intracranial dural arteriovenous fistulas (dAVFs).

METHODS: A retrospective review was conducted on patients who underwent transvenous embolization for dural AVFs. The patients were classified into two groups according to the treatment technique used: the FDCT-RA and IF technique group and the conventional technique group. The primary outcomes assessed were the angiographic and clinical outcomes, complications, fluoroscopy time, and radiation exposure. Univariate analyses were performed to compare the two treatment modalities.

RESULTS: Eighty-six patients with intracranial dAVFs were treated with transvenous embolization (TVE), of which 37 patients underwent transvenous approach with flat-panel detector computed tomography-based rotational angiography (FDCT-RA) and image fusion (IF) technique used. The FDCT-RA and IF group showed difference in the location of dAVFs, occlusion state of the sinus, and access routes in comparison to the conventional treatment group. The FDCT-RA and IF technique was predominantly used for dAVFs involving the anterior condylar confluence and cavernous sinus with ipsilateral inferior petrosal sinus (IPS) occlusion. Patients treated with this technique demonstrated a higher rate of complete occlusion (91.9%, n = 34) compared to those treated with the conventional technique (79.6%, n = 39), but this difference was not statistically significant (p = 0.136). Although the implementation of this technique during the treatment procedure showed a tendency to decrease both fluoroscopy duration and radiation dose, the observed results did not reach statistical significance (p = 0.315, p = 0.130).

CONCLUSION: The intraprocedural image fusion technique using FDCT-RA for transvenous treatment of intracranial dAVFs could provide help in treatment of dAVFs of certain locations or access routes. It might provide aid in microcatheter navigation, without increasing the radiation exposure and fluoroscopy time.

PMID:38008798 | DOI:10.1007/s00701-023-05853-7

Cerebellum. 2023 Nov 27. doi: 10.1007/s12311-023-01639-w. Online ahead of print.

ABSTRACT

The aim of our study is to define the most frequent etiology, clinical presentation, and predictive factors of outcome in children with acute ataxia (AA) and to determine “the red flags” in the diagnostic approach to children with AA. The retrospective study included the patients with AA treated in the institute from 2015 to 2021. The inclusion criteria were children aged 1-18 years, evolution time of ataxia within 72 h, and diagnosis made by a physician. The exclusion criteria were anamnestic data about ataxia without confirmation by any physician, chronic/persistent ataxia, and psychogenic or postictal ataxia. Clinical presentation was divided into two categories: (1) isolated cerebellar signs (CS): ataxic gait, dysmetria, dysdiadochokinesia, intention tremor, dysarthria, and nystagmus; (2) CS-plus symptoms which included CS associated with any of other symptoms such as encephalopathy (GCS < 15), awareness disturbances, vomiting, headache, a new onset limb or facial paresis, torticollis, hypotonia, and opsoclonus. The outcome was assessed at the end of hospitalization and was defined as complete or incomplete recovery. The study included 76 children, with a mean age of 5.7 years (IQR 2.1-8.3). The most frequent causes of AA were immune-mediated/infective cerebellar ataxia in 27 (35.5%), and intoxication in 24 (31.6%) cases, followed by vestibular ataxia, opsoclonus-myoclonus-ataxia syndrome, and intracranial expansive process. Forty-two (56%) cases experienced isolated CS, and 35 (46%) cases had CS-plus. Complete recovery was experienced by 62 (81.6%) patients. Analysis of some risk factors (sex, age, presence of previous infection, “cerebellar plus symptoms,” and structural abnormalities/neuroimaging abnormalities) and their relation to outcome was performed. Analysis showed that presence of additional symptoms to ataxia, so called “cerebellar plus symptoms” (p = 0.002) and structural abnormalities (p < 0.001), had statistically higher frequency of poor outcome. Statistical significance remained in the univariate analysis. Significant data was included in multivariate logistic regression analysis which also showed that presence of “cerebellar plus symptoms” (p = 0.021) and structural abnormalities (p = 0.002) is related to a poor outcome. Most of the children with AA have “benign” etiology such as intoxication and post/parainfectious cerebellar ataxia with favorable outcomes. On the other hand, AA might be the first manifestation of CNS neoplasm or paraneoplastic phenomena. “The red flags” associated with cerebellar signs are limbs or facial palsy, hypotonia, GCS < 15, vomiting, opsoclonus, headache, myoclonus, visual impairment, torticollis, and vertigo. The presence of those signs and/or structural brain abnormalities was related to poor outcomes in children with AA.

PMID:38008790 | DOI:10.1007/s12311-023-01639-w