Categories
Nevin Manimala Statistics

Comparative evaluation of oxidative stress biomarkers F2-isoprostanes and 8-OHdG in Parkinson’s disease and Type 2 Diabetes Mellitus: a systematic review and meta-analysis of human studies

Ann Med. 2026 Dec;58(1):2654251. doi: 10.1080/07853890.2026.2654251. Epub 2026 Apr 20.

ABSTRACT

BACKGROUND: Oxidative stress is central to type 2 diabetes mellitus (T2DM) and Parkinson’s disease (PD). However, the utility of biomarkers for lipid peroxidation (F2-isoprostanes) and DNA damage (8-OHdG) in the comorbidity of PD and T2DM remains unclear.

METHODS: We conducted a systematic review and meta-analysis of 54 unique studies of human subjects aged ≥ 50 years (n = 7,521: 3,522 with T2DM, 722 with PD, and 3,277 controls), measuring biomarkers in serum, plasma, or leukocytes. Mixed-effects models quantified standardized differences (Hedges’ g) across subgroups.

RESULTS: In T2DM, F2-isoprostanes (g = 1.60, 95% CI: 0.95-2.25) and 8-OHdG (g = 2.64, 95% CI: 2.13-3.14) were markedly elevated (p < 0.001). Stronger effects were observed in younger cohorts and serum/plasma samples, with complications like nephropathy exhibiting extreme oxidative stress (g = 5.24). In PD, 8-OHdG was moderately elevated (g = 0.78, 95% CI: 0.18-1.39; p = 0.011), particularly in randomized controlled trials and plasma samples, whereas F2-isoprostanes were not significantly elevated (g = 0.47, 95% CI: -0.43-1.38). High heterogeneity in T2DM (I2 > 90%) reflected methodological variability.

CONCLUSION: Distinct profiles – both markers elevated in T2DM but only 8-OHdG in PD – underscore 8-OHdG’s potential in PD-T2DM comorbidity. Future research should focus on standardized assays, multi-compartmental or multi-modal sampling, and longitudinal studies to clarify mechanisms and therapeutic targets.

PMID:42003321 | DOI:10.1080/07853890.2026.2654251

Categories
Nevin Manimala Statistics

Artificial Intelligence Clustering Approach for Force Mapping Analysis of Polyacrylic Acid (PAA)/Polyethylene Oxide (PEO) Polymer Brushes for Biosensor Applications

J Mol Recognit. 2026 May;39(3):e70033. doi: 10.1002/jmr.70033.

ABSTRACT

Biocompatibility of a biosensor can be achieved by grafting polymer brushes onto a solid surface. These brushes must be able to attract specific analytes or repel unwanted entities. This is obtained with weak polyelectrolyte polymer brushes that shrink or swell depending on external stimuli. In this study, the conformation of polyacrylic acid (PAA) and polyethylene oxide (PEO) polymer brushes was characterized as a function of pH and ionic strength using Atomic Force Microscopy (AFM) in spectroscopic mode. Instead of colloidal tips classically used to measure the mechanical behavior of the brush, force curves were performed with conventional tips for better sensitivity to the interaction between ions and polymer, which is responsible for their conformation. Since force mapping experiments generate thousands of curves, a statistical representation was employed to define the general trend of the curves and facilitate their interpretation. As expected, the neutral PEO is not affected by changes in solution pH and salinity. In contrast, PAA exhibits behaviors depending on the ions present in the solution and increasing salinity; the brush shrinks at low pH with H3O+ ions and swells with the addition of Na+ and K+ ions. The originality of the study also lies in the implementation of an Artificial Intelligence (AI) clustering model applied to force curves to specifically study a 50% PAA/50% PEO mixed polymer brush. This AI model makes it possible to distinguish areas of the surface where only one type of polymer has been grafted and to identify its nature according to its force curve.

PMID:42003221 | DOI:10.1002/jmr.70033

Categories
Nevin Manimala Statistics

Endoscopic myringoplasty of chronic suppurative otitis media: comparison in patients with dry ears to ones with wet ears

Acta Otolaryngol. 2026 Apr 19:1-7. doi: 10.1080/00016489.2026.2659356. Online ahead of print.

ABSTRACT

BACKGROUND: Chronic suppurative otitis media (CSOM) is characterized by recurrent otorrhea and tympanic membrane perforation. The selection of surgical technique and suitable time for myringoplasty remain variable and unclear.

OBJECTIVES: This study aimed to compare the feasibility and effectiveness of the CSOM patients with dry and wet ears using endoscopic inlay and underlay myringoplasty.

METHODS: Sixty-four patients with CSOM who underwent endoscopic underlay or inlay myringoplasty were studied retrospectively. Cartilage-perichondrium grafts were used to repair tympanic membrane perforations. Pure-tone audiometry was performed at pre- and post-operation assessing hearing outcomes.

RESULTS: Successful closure of performed tympanic membrane with operations was achieved in all patients. Hearing improvement was observed in both the dry ear group and the wet ear group, with no statistically significant difference between the two groups (p > 0.05). Furthermore, there was no statistically significant difference in hearing improvement in the two groups by inlay and underlay technique. However, the operative time in wet ear group was statistically significant shorter in inlay myringoplasty group than in the underlay myringoplasty group (p < 0.001).

CONCLUSIONS: The closure rates of tympanic membrane perforation and post-operative hearing improvement were not affected in the wet ears. Endoscopic inlay myringoplasty might be a suitable option for patients with wet ears, offering shorter operative times, minimal trauma to middle ear structures.

PMID:42003062 | DOI:10.1080/00016489.2026.2659356

Categories
Nevin Manimala Statistics

Medical Screening of Climbers Who Later Develop High-Altitude Pulmonary Edema on Aconcagua

High Alt Med Biol. 2026 Apr 19:15578682261444634. doi: 10.1177/15578682261444634. Online ahead of print.

ABSTRACT

Brillhart, Aaron, Molly Enenbach, Javier Seufferheld, Bernabé Abramor, Peter Callas, Rodrigo Duplessis, Ian Guertin, Theodore A Hartridge, Roxana Pronce, Ana Saravia, and Scott E. McIntosh. Medical screening of climbers who later develop high-altitude pulmonary edema on Aconcagua. High Alt Med Biol. 00:00-00, 2026.

INTRODUCTION: On Aconcagua (6,961 m), high-altitude pulmonary edema (HAPE) is the most frequent reason for medical evacuation. This study aimed to compare medical screening data of climbers who developed HAPE with those who did not and to identify trends to aid in illness prevention and climber safety.

METHODS: De-identified medical screening data of Aconcagua climbers from 2024 to 25 were retrospectively reviewed, comparing climbers who developed HAPE with those who did not.

RESULTS: Fifty-three of 2,336 climbers developed HAPE (2.3%). Asymptomatic climbers screened at 4,300 m who later developed HAPE had lower mean oxygen saturation than controls (80% vs. 85%, p < 0.001) and higher mean heart rate (96 vs. 87 bpm, p < 0.001). Nonsignificant trends were noted with guided status (74% vs. 61%, p = 0.06), and prophylactic acetazolamide use (34% vs. 21%, unadjusted: p = 0.02, odds ratio [OR] 1.92, adjusted: p = 0.08, OR 1.74).

CONCLUSIONS: On Aconcagua, certain vital sign parameters, including oxygen saturation below 80% and tachycardia during asymptomatic screening at 4,300 m, could raise concern for later developing HAPE. Future research could clarify any association between HAPE, certain climber groups such as guided clients, ascent rate, and medication use. Gradual ascent should continue to be emphasized to facilitate acclimatization and prevent life-threatening altitude illness such as HAPE.

PMID:42002892 | DOI:10.1177/15578682261444634

Categories
Nevin Manimala Statistics

Iatrogenic risk and anatomical variability of the posterior tibial nerve bifurcation relative to the Dellon-McKinnon line: Assessing safety in medial ankle procedures

Foot Ankle Surg. 2026 Apr 17:S1268-7731(26)00102-5. doi: 10.1016/j.fas.2026.04.005. Online ahead of print.

ABSTRACT

BACKGROUND: Precise knowledge of the posterior tibial nerve (PTN) branching pattern is critical to avoid iatrogenic injury during medial foot and ankle procedures. This study aimed to perform a morphometric assessment of the PTN terminal branching in relation to the Dellon-McKinnon Line (DML) to identify safe surgical zones.

METHODS: Forty-three formalin-fixed adult cadaveric limbs were dissected. The bifurcation points of the PTN, its level and distance were measured relative to the DML. Bifurcation angle, and foot length were also measured. Statistical analysis of the measured parameters was performed.

RESULTS: The PTN bifurcated above the level, at the level and below the level of DML in 53.5%, 37.2% and 9.3% of specimens. The mean bifurcation angle was 16.92°.

CONCLUSION: These findings provide quantitative boundaries for establishing safe surgical corridors in medial ankle ORIF (open reduction and internal fixation), ligamentous reconstruction, and tarsal tunnel decompression.

PMID:42002460 | DOI:10.1016/j.fas.2026.04.005

Categories
Nevin Manimala Statistics

Improving diagnostic reliability of postoperative 3D TOF-MRA for cerebral aneurysms by optimizing the frequency-encoding direction: A practical technical note

Radiography (Lond). 2026 Apr 18;32(4):103417. doi: 10.1016/j.radi.2026.103417. Online ahead of print.

ABSTRACT

INTRODUCTION: Three-dimensional time-of-flight magnetic resonance angiography (3D TOF-MRA) is widely used for non-invasive postoperative follow-up after cerebral aneurysm treatment. However, susceptibility artifacts from metallic clips or coils can cause apparent parent artery signal loss or missed detection of recanalization. This study aimed to evaluate whether optimization of the frequency-encoding direction improves diagnostic reliability compared with conventional 3D TOF-MRA.

METHODS: Nine patients who underwent surgical clipping of cerebral aneurysms were included. For qualitative assessment, conventional MRA (c-MRA) and optimized MRA (o-MRA) were consecutively acquired in the same subjects. Visualization of the parent artery adjacent to the clip was independently evaluated by two experienced radiographers using a 5-point Likert scale. Statistical analysis was performed using the Wilcoxon signed-rank test and weighted kappa statistics. For quantitative assessment, three patients underwent o-MRA with the frequency-encoding direction set in the anterior-posterior (AP) and right-left (RL) directions. The diameter and extension direction of susceptibility artifacts were measured on the source images.

RESULTS: Qualitative assessment demonstrated significantly higher parent artery visualization scores with o-MRA than with c-MRA (p < 0.01). Interobserver agreement was excellent for both techniques (κ = 0.80 for c-MRA; κ = 0.89 for o-MRA). Quantitative analysis showed that susceptibility artifacts consistently elongated along the frequency-encoding direction.

CONCLUSION: Optimization of the frequency-encoding direction allows susceptibility artifacts to be controlled at the scan-planning stage, significantly improving diagnostic reliability in postoperative 3D TOF-MRA.

IMPLICATIONS FOR PRACTICE: This technique requires no additional sequences, hardware, or scan time and can be immediately implemented as a practical scan-planning strategy in routine clinical imaging.

PMID:42001775 | DOI:10.1016/j.radi.2026.103417

Categories
Nevin Manimala Statistics

Rapid and simple detection of Pediococcus using ARMS-CRISPR/Cas12a method

Talanta. 2026 Apr 10;308:129806. doi: 10.1016/j.talanta.2026.129806. Online ahead of print.

ABSTRACT

Pediococcus spp. are lactic acid bacteria, which are prevalent in various environments, including plants and animals. Notably, they constitute a significant component of the intestinal microbiota in both humans and animals. Despite this, numerous obstacles remain in developing tools that are both highly sensitive and specific for distinguishing this genus. This study established a fluorescent detection system using an amplification-resistant mutation system-based polymerase chain reaction (ARMS-CRISPR/Cas12a) for identifying 16S rRNA gene containing single nucleotide polymorphism (SNP) in Pediococcus spp. By aligning the sequences of Pediococcus spp. with those of other genera, we performed a comprehensive statistical analysis of SNP sites within Pediococcus spp. and designed specific primers using the 16S rRNA gene sequence of Pediococcus pentosaceus STS-6. The results demonstrated that, under optimised conditions (a Cas12a:crRNA ratio of 1:1 at 37 °C), the dual recognition process combining ARMS-PCR with CRISPR/Cas12a achieved high specificity and sensitivity in the detection of Pediococcus spp. The detection limit for genomic DNA was 8.15 × 10-5 ng/μL, demonstrating significantly higher sensitivity than gel electrophoresis. The entire detection process took approximately 1.5 h. In summary, the ARMS-CRISPR/Cas12a detection system established in this study provided a rapid and effective method to detect the 16S rRNA gene of clinically relevant Pediococcus spp. probiotics, meeting the requirements for food production detection.

PMID:42001720 | DOI:10.1016/j.talanta.2026.129806

Categories
Nevin Manimala Statistics

Exploring sex classification from earprints – A comparison of supervised machine learning algorithms and conventional linear discriminant analysis

J Forensic Leg Med. 2026 Apr 15;120:103134. doi: 10.1016/j.jflm.2026.103134. Online ahead of print.

ABSTRACT

Sex classification using biometric traits is vital in forensic identification. While traditional methods like Linear Discriminant Analysis (LDA) have been widely used, recent advances in supervised machine learning (ML) offer potential improvements in accuracy and robustness. This study investigates the effectiveness of several ML classifiers compared to conventional LDA for sex classification based on earprint morphometry and indices. A dataset comprising 423 individuals was examined to assess sexual dimorphism in earprint morphometry; however, for sex classification modelling, only 351 individuals with complete discriminating variables were included. Twelve distinct earprint measurements were analyzed, and four derived earprint indices were computed. Sex classification was performed using traditional Linear Discriminant Analysis (LDA) alongside nine machine learning algorithms: Boosting, Support Vector Machine (SVM), Decision Tree, K-Nearest Neighbors (KNN), Neural Network, Logistic and Multinomial Regression, Linear Discriminant Analysis, Naïve Bayes, and Random Forest. Performance was benchmarked using Classification Accuracy, Positive Predictive Value (PPV), Negative Predictive Value (NPV), F1 Score, and Matthews Correlation Coefficient (MCC). Statistically significant sex-based differences (p < 0.05) were observed in the majority of earprint dimensions, with males typically exhibiting larger values. Moreover, conventional LDA achieved the highest overall accuracy (77.8%) and F1 score (0.82) on morphometric data, closely followed by Boosting, ML-LDA, and Decision Tree models (∼75.7%). In contrast, Neural Networks performed poorly (accuracy = 32.9%). KNN and Logistic Regression performed best on earprint indices (accuracy = 74.3% and 72.9%, respectively), while Neural Networks again underperformed (accuracy = 41.4%). MCC scores confirmed model reliability, with LDA and ML classifiers outperforming Neural Networks across both datasets. Morphometric earprint data outperform earprint indices in forensic sex classification. Traditional LDA remains robust, but ML models such as Boosting, Decision Trees, and Logistic Regression offer comparable alternatives. Neural Networks showed poor performance, likely due to overfitting and limited sample size.

PMID:42001636 | DOI:10.1016/j.jflm.2026.103134

Categories
Nevin Manimala Statistics

Midazolam versus midazolam-promethazine combination for oral sedation in third molar surgery: A randomized split-mouth trial

Med Oral Patol Oral Cir Bucal. 2026 Apr 19:28014. doi: 10.4317/medoral.28014. Online ahead of print.

ABSTRACT

BACKGROUND: Oral sedation is widely utilized in dental surgical practice for anxiety management during third molar extractions. Midazolam is one of the most frequently employed drugs; however, the clinical benefits of its association with promethazine have not yet been clearly established.

MATERIAL AND METHODS: This is a randomized, double-blind, split-mouth clinical trial. Eighteen anxious patients were included, all with indications for bilateral extraction of impacted or semi-impacted mandibular third molars, presenting similar surgical difficulty on both sides. In one session, patients received 15mg of midazolam alone (Group A), and in another, 15mg of midazolam combined with 25mg of promethazine (Group B). Sedation levels (Ramsay scale), anxiety (Corah scale), and physiological parameters were evaluated.

RESULTS: There was no statistically significant difference in the depth of sedation between the groups (p>0.05). Oxygen saturation and heart rate showed slight, statistically significant variations at specific time points in Group B (p<0.05), although without relevant clinical repercussions. Blood pressure and respiratory rate remained stable across both protocols.

CONCLUSIONS: The association of promethazine with midazolam did not increase sedative efficacy compared to midazolam alone. However, it demonstrated clinical safety, proving to be a viable alternative in sedative drug protocols.

PMID:42001488 | DOI:10.4317/medoral.28014

Categories
Nevin Manimala Statistics

Augmented Reality in Vocal Technique Training: Interactive Visualizations of Breath and Posture Control Using Magic Keys AR

Appl Psychophysiol Biofeedback. 2026 Apr 19. doi: 10.1007/s10484-026-09786-6. Online ahead of print.

ABSTRACT

This study aimed to evaluate the effectiveness of Magic Keys AR as a tool for accelerating vocal learning through synchronized monitoring of breathing, posture, and acoustics. The findings indicate that augmented reality facilitates faster vocal mastery, allowing students to visualize three parameters simultaneously-breathing, posture, and sound. The experiment involved 120 conservatory students aged 18-25 from three Chinese cities, divided into two groups of 60 participants each: the experimental group trained using the Magic Keys AR system, while the control group followed traditional mirror-based instruction. The training lasted 16 weeks. Respiration was measured via plethysmography, body movements were tracked across 37 anatomical points, and voice was recorded in high resolution (96 kHz/24 bit). Students using AR increased phonation duration by 34.1% (up to 16.5 s), while the control group showed a 10.4% increase (up to 13.8 s); the difference was statistically significant (p < 0.001, large effect size: d = 1.07). Vocal instability (jitter) decreased by 28.1% in the AR group versus 9.9% in the control, and shimmer decreased by 31.3% versus 8.2%, respectively. Retention rates reached 91% in the AR group and 68% in the control, with 89% of AR-trained students maintaining skills three months post-training. Machine learning algorithms predicted student success with 84.2% accuracy, identifying proprioceptive awareness (β = 0.34) as the strongest predictor. Conservatories are projected to recover AR investment 2.7 times faster due to reduced vocal strain, accelerated technical mastery, and lower dropout rates.

PMID:42001365 | DOI:10.1007/s10484-026-09786-6