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Nevin Manimala Statistics

Criterion validity of the Global Leadership Initiative on Malnutrition criteria for malnutrition diagnosis compared with the Subjective Global Assessment: Results from a large observational study

Nutr Diet. 2024 Dec 8. doi: 10.1111/1747-0080.12917. Online ahead of print.

ABSTRACT

AIM: The aim of this study was to assess the criterion validity of the Global Leadership Initiative on Malnutrition criteria compared to the subjective global assessment in a diverse inpatient population.

METHODS: This cross-sectional study was a retrospective analysis of point prevalence audit data. The prevalence of malnutrition determined by the Global Leadership Initiative on Malnutrition criteria was compared to the Subjective Global Assessment. Validity statistics were determined using all of the Global Leadership Initiative on Malnutrition criteria concurrently as well as each pair that could be used to diagnose malnutrition. Subgroup analysis was undertaken based on severe malnutrition, treatment group, age and body mass index.

RESULTS: Nine hundred and eighty-one patients were included (65.1 ± 18.6 years, 54.8% male). The prevalence of malnutrition was 36.7% using the Subjective Global Assessment and 36.1% using the Global Leadership Initiative on Malnutrition criteria. More patients were classified as severely malnourished using the Global Leadership Initiative on Malnutrition criteria (9.8% vs. 6.0%), whilst more rehabilitation patients were classified as malnourished using the Subjective Global Assessment (42.2% vs. 33.6%). The criterion validity of the Global Leadership Initiative on Malnutrition criteria was good, with a sensitivity of 92.5% (95% CI 90.9-94.2) and specificity of 96.6% (95% CI 95.5-97.8). There was a downward trend in sensitivity with increasing body mass index and a lower sensitivity in the rehabilitation population. The criterion validity was fair at best when each pair of the Global Leadership Initiative on Malnutrition criteria was considered independently of other criteria.

CONCLUSIONS: When all criteria are considered concurrently, the Global Leadership Initiative on Malnutrition criteria present good criterion validity and can be applied in clinical practice to diagnose malnutrition.

PMID:39648307 | DOI:10.1111/1747-0080.12917

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Nevin Manimala Statistics

Naked eye three-dimensional teaching assistant system applied to undergraduate medical imaging education: A pilot study

Anat Sci Educ. 2024 Dec 8. doi: 10.1002/ase.2540. Online ahead of print.

ABSTRACT

The traditional approach of using PowerPoint (PPT) presentations in medical imaging theory classes hinders the spatial thinking ability of most students. Consequently, the learning outcomes are often unsatisfactory. This article proposes a naked eye three-dimensional (3D) medical imaging teaching assistant app based on augmented reality (AR) technology to enhance learning interest, teaching interaction, and effectiveness. The control group consisted of 50 undergraduate students from the 2018 clinical medicine major who receive traditional teaching, while the experimental group includes 52 undergraduate students from the 2019 cohort who utilize an AR-based naked eye 3D teaching assistant app in addition to traditional teaching methods. Based on Bloom’s cognitive learning taxonomy (Remember, Understand, Apply, Analyze, Evaluate, and Create), corresponding teaching curricula and assessment methods were designed in order to achieve more in-depth learning of the curriculum. The evaluation of the teaching effectiveness between the two groups relied on exam scores and student satisfaction questionnaires, with statistical analyses conducted using t-test and Mann-Whitney U-test in SPSS. The experimental group and control group showed statistically significant differences in the theoretical examination scores (62.06 ± 3.06 vs. 59.82 ± 3.38), practical testing scores (22.90 ± 2.35 vs. 21.06 ± 2.65), and total scores (84.96 ± 4.58 vs. 80.88 ± 6.01). Likert scores showed the experimental group scored significantly higher in enjoyment, satisfaction, participation, efficiency, and understanding. They also reported high convenience scores for the app and desired continued use. The naked eye 3D teaching assistant system is an innovative and effective teaching model for undergraduate medical imaging education, enhancing student interest, student interaction, and teaching effectiveness and promising future applications.

PMID:39648303 | DOI:10.1002/ase.2540

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Nevin Manimala Statistics

Incisor Geometry, Relief, and Diet in Anthropoid Primates With Implications for Antillothrix

Am J Biol Anthropol. 2024 Dec 8:e25042. doi: 10.1002/ajpa.25042. Online ahead of print.

ABSTRACT

OBJECTIVES: Previous studies report that geometric measures of incisor size and curvature in extant anthropoid primates correspond to dietary differences. However, other methodologies of assessing incisor shape variation, such as dental topographic analysis, have not been considered.

MATERIALS AND METHODS: This study measures Relief Index (RFI), linear dimensions, and curvature of central mandibular incisors (I1) for a sample of extant anthropoids (n = 107). The utility of these measures in enhancing dietary separations across Anthropoidea is further investigated using traditional and phylogenetic statistics, principal component analysis, and multinomial logistic regression.

RESULTS: Two-way ANOVAs find significant dietary differences and no sexual differences in I1 height, width, breadth, and RFI across crown anthropoids. Phylogenetic ANOVAs also detect significant dietary differences in these measures despite the presence of high and significant phylogenetic signal in height and RFI, indicating that dietary signals are robust. Predictive models combining I1 geometry and RFI outperform those using solely I1 geometry. A mixed-feeding ecology is inferred for the fossil platyrrhine Antillothrix.

DISCUSSION: Our findings indicate that I1 RFI and linear dimensions are robust dietary proxies in anthropoid primates that may be beneficial to future ecomorphological and paleontological analyses. The presence of phylogenetic signal merits further investigation, and we recommend a nuanced approach if applying I1 RFI or height as a dietary proxy for fossil primates.

PMID:39648302 | DOI:10.1002/ajpa.25042

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Nevin Manimala Statistics

The Use of the Facial Sinus Wall as Bone Shell Onlay Graft for Maxillary Posterior Ridge Reconstruction: A Retrospective Case Series

Clin Oral Implants Res. 2024 Dec 8. doi: 10.1111/clr.14387. Online ahead of print.

ABSTRACT

PURPOSE: To evaluate the performance and clinical outcome of vertical and horizontal bone augmentation (VHBA) in posterior maxillary regions combining lateral window sinus floor elevation (LWSFE) with a horizontal bone shell technique applying the maxillary facial sinus wall as a bone plate.

MATERIALS AND METHODS: In 18 patients, LWSFE was combined with a horizontal bone shield augmentation procedure utilizing the maxillary facial sinus bone wall as a lateral bone plate. Both the sinus cavity and the lateral bone box created were grafted with a mixture of autogenous bone/venous blood and bovine bone mineral. The primary aim was to assess the performance of combined techniques enabling subsequent implant placement. Using radiographic measurements (preoperative, after VHBA, at implant placement, and at follow-up), bone gain/reduction of augmented horizontal ridge width (HRW) and vertical bone height (VBH) were evaluated. Additionally, clinical outcome assessing implant survival/success rate, marginal bone loss (MBL), and implant health (mucositis/peri-implantitis) was evaluated.

RESULTS: For the combined VHBA techniques, HRW and VBH increased significantly (p < 0.001) from preoperative 3.5 ± 1.4 mm/3.6 ± 2.1 mm to 9.7 ± 1.9 mm/18.0 ± 1.6 mm post-augmentation. However, HRW and VBH dimensions decreased up to 8.9 ± 1.8 mm/17.1 ± 1.4 mm at implant placement and 8.6 ± 1.7 mm/16.7 ± 1.3 mm at follow-up evaluation (3.8 ± 1.8 years; p < 0.001, respectively). Augmented bone reduction was significantly higher (-7.7%) between the augmentation procedure and implant placement than in the post-implant-placement period (-2.5%). All implants survived (100%) representing peri-implant MBL of -0.9 ± 0.7 mm, pocket depth of 3.4 + 1.8 mm, and prevalences of 5%/0% for peri-implant mucositis/peri-implantitis.

CONCLUSION: The combination of horizontal bone augmentation using local bone shield transfer from the maxillary facial sinus wall with LWSFE enables sufficient reconstruction of maxillary posterior ridge.

PMID:39648281 | DOI:10.1111/clr.14387

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Nevin Manimala Statistics

Comparison of two inline photopheresis systems: A paired crossover trial

Transfusion. 2024 Dec 8. doi: 10.1111/trf.18090. Online ahead of print.

ABSTRACT

BACKGROUND: Extracorporeal photopheresis (ECP) has been demonstrated as an effective treatment for graft-versus-host disease (GvHD). The inline system was developed by Therakos in 1987. Recently, Fresenius Kabi implemented an integration of cell separator Amicus and a UVA photoactivation device (Phelix), realizing an inline photopheresis system.

STUDY DESIGN AND METHODS: In 2022 we designed a prospective paired crossover trial (NCT05718674) comparing two integrated ECP protocols: Therakos CELLEX and Amicus ECP system. Twenty patients affected by corticosteroid resistant GvHD were submitted to 80 ECP, 40 paired procedures.

RESULTS: All procedures were well tolerated, with no significant differences in procedure duration. CELLEX cell product showed higher granulocytes and platelet content, while Amicus cell product exhibited higher enrichment of lymphocytes, resulting in significantly higher MNC purity (92.9% vs. 84%). A significantly higher granulocytes and platelets absolute content was observed in CELLEX cell products, while Amicus cell products showed a significantly higher number of TNCs and MNCs. Differences in granulocyte and platelet content remained significant even after normalization of the data according to blood volume processed. These findings are confirmed by a statistically significant higher CE2% for CELLEX for granulocytes and platelets along with the lack of significant difference observed for TNCs and MNCs.

DISCUSSION: Our analysis shows differences in the characteristics of the procedure and the cell product. Anyway, both devices are effective for performing ECP procedure, as they collect a cell product suitable for photopheresis. At present, our results represent the first data set comparing two available inline ECP devices.

PMID:39648279 | DOI:10.1111/trf.18090

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Nevin Manimala Statistics

Optimizing critical quality attributes of fast disintegrating tablets using artificial neural networks: a scientific benchmark study

Drug Dev Ind Pharm. 2024 Dec 8:1-13. doi: 10.1080/03639045.2024.2434640. Online ahead of print.

ABSTRACT

OBJECTIVE: The objective of this study is to create predictive models utilizing machine learning algorithms, including Artificial Neural Networks (ANN), k-nearest neighbor (kNN), support vector machines (SVM), and linear regression, to predict critical quality attributes (CQAs) such as hardness, friability, and disintegration time of fast disintegrating tablets (FDTs).

METHODS: A dataset of 864 batches of FDTs was generated by varying binder types and amounts, disintegrants, diluents, punch sizes, and compression forces. Preprocessing steps included normalizing numerical features based on industry standards, one-hot encoding for categorical variables, and addressing outliers to ensure data consistency. Four machine learning models were trained and evaluated on R2 values and mean squared error (MSE). Feature importance was analyzed using permutation importance, and statistical validation (p < 0.05) and confidence intervals were computed for model performance. The ‘differential_evolution’ function was used to optimize the formulation.

RESULTS: Among the models, ANN demonstrated the highest predictive accuracy, achieving R2 values up to 0.9550 with the lowest MSE across training and test datasets, outperforming kNN, SVM, and linear regression. The ANN’s ability to model complex, non-linear interactions between formulation variables was statistically significant, as validated through six checkpoint batches of acetylsalicylic acid FDTs. The feature importance analysis revealed compression force, binder type, and punch size as the most influential factors affecting hardness, while disintegrant type influenced friability. The ‘differential_evolution’ function effectively optimized the CQAs, resulting in FDTs with ideal characteristics.

CONCLUSION: The ANN model, integrated with differential evolution, provided a robust tool for optimizing FDT formulations by accurately predicting CQAs and reducing the need for extensive experimental trials. Compared to traditional optimization methods, ANN excels in capturing intricate multi-variable relationships, making it a valuable approach for scaling beyond acetylsalicylic acid to other formulations. This method enhances the consistency and efficiency of tablet formulation, supporting broader pharmaceutical applications.

PMID:39648277 | DOI:10.1080/03639045.2024.2434640

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Nevin Manimala Statistics

Can the Short-Form UCLA Loneliness Scale Be Used to Measure Loneliness Among Chinese Older Adults? From Classical Test Theory to Rasch Analysis

Int J Geriatr Psychiatry. 2024 Dec;39(12):e70017. doi: 10.1002/gps.70017.

ABSTRACT

BACKGROUND: Loneliness among older adults, is a subjective experience and a public health issue in aging societies. Psychometrically sound and culturally sensitive measures are needed for developing precisely targeted interventions in culturally distinct groups. This study tested the Short-Form UCLA Loneliness Scale (ULS-8) among Chinese older adults.

METHOD: Confirmatory factor analysis, internal consistency, and the correlation with the single question of loneliness were conducted with a sample of Chinese older adults. Rasch analyses assessed the unidimensionality, response category functioning, item difficulty, and targeting of the ULS-8 for older Chinese adults.

RESULTS: Data from 347 Chinese older adults (mean age 71.36 ± 9.51 years) were analyzed; 74.64% of the participants were female. The ULS-8 showed acceptable internal consistency and criterion validity in Classical Test Theory. Confirmatory factor analysis and Rasch analysis indicated that the ULS-8 did not demonstrate a unidimensional structure. Additionally, Rasch analysis revealed (1) a misfit in item 3, indicating a problem with construct validity; (2) the need to combine response categories; and (3) that Chinese older adults are less likely to endorse a high level of loneliness when using the ULS-8.

CONCLUSIONS: To ascertain the adequacy of the loneliness measure, it is crucial to customize a new short version of the loneliness scale for Chinese older adults through Rasch analysis.

PMID:39648272 | DOI:10.1002/gps.70017

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Nevin Manimala Statistics

Multiparametric Chemical Exchange Saturation Transfer MRI Detects Metabolic Changes in Mild Cognitive Impairment Cases at 3.0 Tesla

Neurochem Res. 2024 Dec 9;50(1):51. doi: 10.1007/s11064-024-04307-5.

ABSTRACT

This study aimed to assess the potential of multiparametric chemical exchange saturation transfer magnetic resonance imaging (CEST MRI) for MCI detection. Twenty-eight patients with MCI and 31 age- and gender-matched normal controls (NCs) were enrolled. CEST MRI was performed with a gradient and spin-echo sequence on a 3T scanner. Multi-parametric CEST parameters were analyzed, such as amide CEST, amine CEST, amine and amide concentration independent assay (AACID), magnetization transfer ratio yielding rex (MTRrex-amide), and downfield rNOE suppressed apparent exchange-dependent relaxation amide proton (DNS-AREX-amide). Statistical analyses of CEST parameters were performed to evaluate group differences, their correlations with Montreal cognitive assessment (MoCA) score, and diagnostic performance for MCI. Compared with NC group, amide CEST as well as MTRrex-amide decreased in the left hippocampus and amine CEST as well as AACID increased in the right hippocampus in the MCI group; In both hippocampi, the DNS-AREX-amide were significantly lower in the MCI group versus the NC group (all P < 0.05). Amine CEST in the right hippocampus was negatively correlated with MoCA score (r = – 0.457, p = 0.017); DNS-AREX-amide in the bilateral hippocampus was positively correlated with MoCA score (left: r = 0.449, P = 0.019; right: AUC = 0.529, P = 0.05). DNS-AREX-amide in the bilateral hippocampus have a good ability to identify MCI (left: AUC = 0.756, P < 0.01; right: AUC = 0.762, P < 0.01). CEST MRI provides a potential imaging diagnostic strategy for MCI, which may promote early detection of MCI and provide novel insights into the pathological progress toward AD.

PMID:39648256 | DOI:10.1007/s11064-024-04307-5

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Phenotypic patterns and response to immunotherapy in a group of Very Late Onset Myasthenia Gravis: a single center study

Neurol Sci. 2024 Dec 9. doi: 10.1007/s10072-024-07920-y. Online ahead of print.

ABSTRACT

BACKGROUND/AIMS: The goal of this study was to assess the clinical profile of myasthenia gravis (MG) in patients diagnosed above 65-years of age (VLOMG) and identify clinical/serological parameters associated with their MG status and prognosis.

METHODS: This was a retrospective assessment of consecutive patients with VLOMG (n = 70) Demographics, clinical characteristics, medical comorbidities, the Myasthenia Gravis Foundation of America (MGFA) severity scale scores, and MGFA Post-Intervention Status (MGFA-PIS) were collected.

RESULTS: The research population was diagnosed with MG at an average age of 73.16 ± 6.33 years, a male/female ratio of 2.3/1 and a mean follow-up time of 53.09 ± 46.37 months. The titer of acetylcholine receptor antibodies (AChR Abs) was positive at 95.71% of patients. The predominant distribution of myasthenic weakness was oculobulbar (63.79%). At the last follow-up, 75.71% of patients reached Pharmacological-Remission (PR) or Minimal-Manifestations (MM), 17% manifested improvement and 7.14% were clinically unchanged, worse or dead, according to MGFA-PIS. Most patients responded to low doses of steroids. Males and patients with generalized muscle involvement upon disease-onset were more likely to reach PR or MM than females or ocular presentation (OR = 3.84 and O.18, respectively). Six patients (8.57%) were treated with at least one cycle of rituximab due to disease severity. Five (83%) reached PR or MM and one improved (mean follow up time: 7.5 months).

INTERPRETATION: We found that patients with VLOMG are usually males, with oculobulbar muscle involvement and positive titer of AChR Abs. The majority had a favorable prognosis and an adequate response to low doses of prednisolone and long-term immunosuppression.

PMID:39648250 | DOI:10.1007/s10072-024-07920-y

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Nevin Manimala Statistics

Genomic landscape of circulating tumor DNA in HER2-low metastatic breast cancer

Signal Transduct Target Ther. 2024 Dec 9;9(1):345. doi: 10.1038/s41392-024-02047-0.

ABSTRACT

The large population of HER2-low breast cancer patients necessitates further research to provide enhanced clinical guidance. In this study, we retrospectively analyzed 1071 metastatic breast cancer (MBC) patients and the circulating tumor DNA (ctDNA) to investigate clinicopathological and genetic alterations of HER2-low MBC patients. The effect of HER2-low status on different treatment modalities was explored in two prospective clinical trials (NCT03412383, NCT01917279) and a retrospective study. Our findings suggest TP53, PIK3CA, and ESR1 are frequently mutated genes in HER2-low MBC. Compared to the HER2-0 group, mutations observed in the HER2-low group are more closely associated with metabolic pathway alterations. Additionally, among patients with ERBB2 mutations and treated with pyrotinib, the HER2-low group may experience superior prognosis when compared to the HER2-0 group. Notably, we did not find any statistically significant disparity in the response to chemotherapy, endocrine therapy, or CDK4/6 inhibitor therapy between HER2-0 and HER2-low breast cancer patients. Interestingly, within the subgroup of individuals with metabolic pathway-related gene mutations, we found that HER2-low group exhibited a more favorable response to these treatments compared to HER2-0 group. Additionally, dynamic analysis showed the HER2-low MBC patients whose molecular tumor burden index decreased or achieved early clearance of ctDNA after the initial two treatment cycles, exhibited prolonged survival. Moreover, we classified HER2-low MBC into three clusters, providing a reference for subsequent treatment with enhanced precision. Our study offers valuable insights into the biology of HER2-low MBC and may provide reference for personalized treatment strategies.

PMID:39648226 | DOI:10.1038/s41392-024-02047-0