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Nevin Manimala Statistics

Foraminoplastic inferior pedicle subtraction osteotomy: a novel pedicle subtraction osteotomy technique for adult spinal deformity with radiographic outcomes and complications

J Neurosurg Spine. 2025 Sep 5:1-9. doi: 10.3171/2025.4.SPINE241232. Online ahead of print.

ABSTRACT

OBJECTIVE: The objective of this study was to introduce and evaluate foraminoplastic inferior pedicle subtraction osteotomy (FiPSO), a novel technique that involves downward resection of the pedicle and vertebral body, aimed at addressing rigid lower lumbar kyphosis.

METHODS: The clinical records were reviewed of the patients who underwent corrective surgery from January 2012 through December 2021 for adult spinal deformity using a combination of procedures: pedicle subtraction osteotomy (PSO) at the lumbar level and spinopelvic fixation. Inclusion criteria included patients older than 40 years with sagittal imbalance symptoms and significant radiographic findings: sagittal vertical axis (SVA) > 50 mm, pelvic tilt (PT) > 25°, or pelvic incidence (PI) minus lumbar lordosis (LL) > 10°. Patients were categorized into three groups: L1-3 PSO, L4-S1 PSO, and FiPSO. The authors assessed thoracic kyphosis, LL, lower LL (LLL), PI, PT, sacral slope, SVA, global tilt (GT), and Global Alignment and Proportion (GAP) score preoperatively, postoperatively, and at the last follow-up. Complications were also analyzed.

RESULTS: A total of 65 patients were included in the final analysis: 25 in the L1-3 PSO group, 29 in the L4-S1 PSO group, and 11 in the FiPSO group. The FiPSO group showed significantly larger postoperative LLL (39.2° ± 7.7° vs 29.7° ± 10.7°, p < 0.05) and smaller PI-LL mismatch (9.6° ± 10.3° vs 24.6° ± 13.4°, p < 0.01) compared to the L4-S1 PSO groups. At the last follow-up, the FiPSO group maintained larger LLL (38.3° ± 8.9° vs 27.1° ± 10.0°, p < 0.05), lower PT (23.1° ± 9.9° vs 33.3° ± 10.7°, p < 0.05), and good global sagittal alignment (SVA, 64.0 ± 43.8 mm vs 106.8 ± 55.7 mm, p < 0.05; GT, 28.7° ± 13.9° vs 43.5° ± 15.5°, p < 0.05) compared to the L4-S1 PSO group. The FiPSO group had higher nerve deficits (45%) but lower proximal junctional kyphosis (18%) and revision surgery rates (9.1%) than the L1-3 or L4-S1 PSO groups. However, the differences were not statistically significant.

CONCLUSIONS: FiPSO provides effective lower lumbar correction and long-term sagittal alignment with comparable complication rates, offering a valuable option for overcoming the challenges associated with PSO in the lower lumbar spine.

PMID:40911915 | DOI:10.3171/2025.4.SPINE241232

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Nevin Manimala Statistics

Deep brain stimulation for treatment-resistant major depressive disorder: a network meta-analysis of stimulation targets

J Neurosurg. 2025 Sep 5:1-10. doi: 10.3171/2025.4.JNS242393. Online ahead of print.

ABSTRACT

OBJECTIVE: Major depressive disorder is a significant cause of disability, impacting an estimated 193 million individuals worldwide. Forty percent are estimated to have little to no response to standard pharmacological therapies. Deep brain stimulation (DBS) has emerged as a favorable neuromodulation therapy for treatment-resistant depression, but it remains unclear which brain targets are optimal.

METHODS: The authors performed a systematic literature review and meta-analysis of articles published through January 2022 to examine the efficacy of DBS targets in reducing depressive symptoms in patients with treatment-resistant depression. The primary outcome was the reduction in depression severity measured by the Montgomery-Asberg Depression Rating Scale and Hamilton Rating Scale for Depression. Secondary outcomes were responder and remission rates.

RESULTS: The authors analyzed 22 trials, 15 of which were sham-controlled studies. This network meta-analysis identified that stimulation of the medial forebrain bundle (MFB) was associated with the greatest reduction in depressive symptoms, compared with stimulation of the subcallosal cingulate gyrus (SCG) and ventral capsule/ventral striatum (VC/VS). Stimulation of the MFB also exhibited a higher responder rate (86%) than stimulation of the SCG or anterior limb of the internal capsule. Stimulation of the rostral extension of the prefrontal cortex was associated with the highest remission rate (60%), but this was not statistically significant compared with stimulation of other brain regions.

CONCLUSIONS: The MFB shows promise as a DBS target for treatment-resistant depression, possibly a result of its involvement in the mesocortical and mesolimbic pathways mediating depression. However, additional trials directly comparing stimulation of different brain regions are necessary to establish MFB as the optimal neurostimulation target.

PMID:40911913 | DOI:10.3171/2025.4.JNS242393

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Nevin Manimala Statistics

How Learning Styles Characterize Medical Students, Surgical Residents, Medical Staff, and General Surgery Teachers While Learning Surgery: Scoping Review

JMIR Med Educ. 2025 Sep 5;11:e66766. doi: 10.2196/66766.

ABSTRACT

BACKGROUND: Learning style is a biologically and developmentally imposed configuration of personal characteristics that makes the same teaching method effective for some and ineffective for others. Studies support a relationship between learning style and career choice, resulting in learning style patterns observed in distinct types of residency programs, which can also be applied to general surgery, from medical school to the latest stages of training. The methodologies, populations, and contexts of the few studies pertinent to the matter are very different from one another, and a scoping review on this theme will unequivocally enhance and organize what is already known.

OBJECTIVE: The goal of this study is to identify and map out data from studies that report on learning styles in medical students, surgical residents, medical staff, and surgical teachers.

METHODS: The search strategy was performed on September 25, 2023, by a librarian and digital search strategy expert, through the descriptors “learning, style” and “surgery.” The databases consulted were Embase, SCOPUS, Web of Science, and PubMed through descriptors and their synonyms, according to MeSH (Medical Subject Headings). Of the 213 articles found, 135 articles remained after the exclusion of duplicates. The remaining 78 articles were analyzed by 3 of the researchers independently. A total of 27 articles were selected, and 2 articles were excluded because the full article was not found.

RESULTS: A total of 25 articles were included in the review. A total of 96% (n=24) of the articles used cognitive theories as their theoretical basis. Regarding learning style instruments, 36% (n=9) articles used the visual, aural, read, and kinesthetic learning method instrument, and 40% (n=10) articles chose Kolb’s learning style inventory. The papers concentrate especially on the 2010s, and most of them are from North America (16/25, 64%) or Europe (6/25, 24%). The smallest study had 15 participants and the biggest had 1549 participants. The included studies primarily focused on surgical residents (21/25, 84%), with fewer targeting faculty and staff (9/25, 36%). The primary objectives of the studies were to investigate the relationship between learning styles and performance (15/25, 60%), gender differences (7/25, 28%), changes over time (4/25, 16%), and motivation (3/25, 12%).

CONCLUSIONS: This scoping review reveals a limited and geographically concentrated body of research on learning styles in surgery education, primarily focusing on surgical residents and using Kolb’s learning style inventory and visual, aural, read, and kinesthetic learning method instruments. Considerable gaps exist regarding geographical diversity and the study of medical staff and faculty. These findings underscore the need for future research with a broader scope to better inform educational strategies in surgery.

PMID:40911902 | DOI:10.2196/66766

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Nevin Manimala Statistics

Mental Health Care Provider Experiences of Remote Measurement-Based Care Rollout in an Urban Safety-Net Psychiatry Department: Three-Site Mixed Methods Hypothesis-Generating Implementation Study

JMIR Form Res. 2025 Sep 5;9:e71570. doi: 10.2196/71570.

ABSTRACT

BACKGROUND: Measurement-based care (MBC), including remote MBC, is increasingly being considered or implemented for mental health treatment and outcomes monitoring in routine clinical care. However, little is known about the health equity implications in real-world practice or the impact on patient-provider relationships in lower-resource systems that offer mental health treatment for diverse patients.

OBJECTIVE: This hypothesis-generating study examined the drivers of MBC implementation outcomes, the implications for health equity, and the impact of MBC on therapeutic alliance (TA). The study was conducted 1 year after the implementation of remote MBC at 3 outpatient adult clinics in a diverse, safety-net health system.

METHODS: This explanatory sequential mixed methods study used quantitative surveys and qualitative focus groups with mental health care providers. Repeated surveys were first used to understand mental health care provider experiences over a 6-month period, at least 1 year after MBC implementation. Surveys were analyzed to refine focus group prompts. Six mental health providers participated in repeated surveys over 6 months, after which the same 6 providers and 1 additional mental health provider took part in focus groups.

RESULTS: Surveys revealed stable acceptability and utility ratings, concerns that MBC was not equally benefiting patients, little endorsement that MBC improved TA, and slightly decreasing feasibility scores. In focus groups, mental health care providers shared concerns about the acceptability, appropriateness, feasibility, and equity of processes for collecting MBC data. These providers had less first-hand experience with sharing and acting upon the data but still voiced concerns about the processes for doing so. TA both impacted and was impacted by MBC in positive and negative ways. The potential drivers of the findings are discussed using qualitative data.

CONCLUSIONS: More than 1 year after the implementation of remote MBC for mental health, mental health care providers had enduring concerns about its implications for health equity as well as its bidirectional relationship with TA. These findings suggest that further study is needed to identify system-level strategies to mitigate potential negative effects of real-world MBC implementations on health equity, particularly in low-resource settings with diverse populations.

PMID:40911865 | DOI:10.2196/71570

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The Moderating Effect of Atypical Events on the Relationship Between Heart Rate and Stress in Medical Residents Working in an Intensive Care Unit: Longitudinal, Observational Daily Diary Study

JMIR Form Res. 2025 Sep 5;9:e67822. doi: 10.2196/67822.

ABSTRACT

BACKGROUND: Residency is a critical period in a physician’s training, characterized by significant physical, cognitive, and emotional demands that make residents highly susceptible to stress and associated negative health outcomes. While physiological signals such as heart rate have been explored as potential biomarkers of stress, their predictive utility in high-stress environments such as the intensive care unit (ICU) remains inconclusive, especially when factoring in atypical events that can further exacerbate resident stress levels.

OBJECTIVE: This study aimed to investigate the relationship between daily average heart rate (AHR) and perceived stress among ICU residents and examine the moderating effect of atypical events on this relationship.

METHODS: The TILES (Tracking Individual Performance With Sensors)-2019 dataset collected longitudinal data from 44 ICU residents who provided daily self-reported stress ratings and wore a Fitbit device to track physiological data over a 3-week period. The main predictor variables were AHR and the occurrence of atypical events (both work and life related and daily hassles). The primary outcome was the level of perceived stress measured on a 7-point Likert scale. Linear mixed models were used to analyze the relationship between AHR and stress, accounting for within-subject and between-subject variance. Interaction effects between AHR and atypical events were also examined.

RESULTS: The analysis revealed a significant positive association between AHR and perceived stress (β=0.032; P=.04) on standard days. However, this relationship was attenuated by the presence of negative atypical events (β=-0.076; P=.02). We further analyzed whether the severity of negative atypical events had an additional moderating effect but found no statistical significance.

CONCLUSIONS: AHR is a potential physiological marker for perceived stress in ICU residents, but its effect is moderated by negative atypical events. Future research should replicate these findings in more diverse cohorts, assess their generalizability to broader populations, and control for additional confounding variables. Incorporating negative atypical events into stress assessment could lead to more accurate and context-sensitive interpretations of physiological data.

PMID:40911858 | DOI:10.2196/67822

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Nevin Manimala Statistics

Numerical Analysis of the Influence Patterns of Random Rough Surface Skewness and Kurtosis on Droplet Bouncing

Langmuir. 2025 Sep 5. doi: 10.1021/acs.langmuir.5c02814. Online ahead of print.

ABSTRACT

In engineering applications where extreme environmental conditions are becoming increasingly prevalent, the dynamic behavior of liquid droplets on solid surfaces plays a vital role in determining system efficiency and reliability. Particularly in scenarios such as anti-icing, anticorrosion, and self-cleaning, the fabrication of micro/nanostructured surfaces with exceptional hydrophobic properties has emerged as a critical strategy. However, constrained by the technical limitations of current experimental equipment in microscale observation and the capture of transient droplet impact processes, the influence mechanism of statistical roughness parameters (skewness and kurtosis) on droplet bouncing remains underexplored. This study develops a rough surface model with controllable skewness and kurtosis using Fast Fourier Transform (FFT) and Pearson distribution transformation. The roughness model is applied as a boundary condition in a gas-liquid two-phase computational framework. Additionally, an equivalent analytical expression is introduced in CFD-Post to quantitatively extract the contact volume fraction during the spreading phase. This approach enables a systematic investigation of how statistical surface features affect droplet spreading, retraction, and detachment. Results show that, compared to a smooth surface, roughness reduces droplet contact time by up to 16.15%. Except in cases where skewness is zero and kurtosis exceeds 3, an inverse correlation is found between contact volume fraction and contact time for most parameter combinations, indicating that energy dissipation is mainly governed by the pinning effect of sharp asperities. When parameters reach extreme values, rebound is fully suppressed and spreading diminishes significantly. In contrast, kurtosis between 3 and 3.5 and skewness around ±0.2 enhance bouncing. These findings provide a theoretical basis and quantitative reference for optimizing hydrophobic microtexture design and surface postprocessing.

PMID:40911855 | DOI:10.1021/acs.langmuir.5c02814

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Nevin Manimala Statistics

Sensory Restoration With Breast Reconstruction: Approaches, Managing Expectations, and Measuring Outcomes

Ann Plast Surg. 2025 Sep 1;95(3S Suppl 1):S21-S28. doi: 10.1097/SAP.0000000000004459.

ABSTRACT

BACKGROUND: Loss of breast sensation following mastectomy and reconstruction significantly impacts quality of life, influencing body image, intimacy, and overall emotional well-being. Despite advances in reconstructive techniques, sensory outcomes remain inconsistent, limiting broader clinical adoption of reinnervation strategies. This educational review synthesizes the current scope of sensory restoration in breast reconstruction, examining approaches to reinnervation, sensory outcome measures, and management of patient expectations.

METHODS: The existing literature on breast reconstruction was reviewed along with evidence on nerve repair more generally to evaluate current microsurgical techniques and identify research gaps. Data extracted included quantitative outcomes, such as Semmes-Weinstein monofilament testing and 2-point discrimination, as well as qualitative or patient-reported outcome measures like BREAST-Q or VMP-B scores. Statistical analyses were performed using R software version 4.4.1.

RESULTS: Innervated deep inferior epigastric perforator (DIEP) flaps and targeted nerve grafting serve as promising techniques, achieving improved tactile recovery in both objective and qualitative measures. However, variability in long-term recovery, the diminishing returns of meaningful recovery in longer nerve grafts (R2 = 0.986), and their impact on quality-of-life metrics remain underexplored. Moreover, the inconsistent sensory outcomes heighten the need for psychosocial support to manage patient expectations.

CONCLUSIONS: Longitudinal studies emphasizing innovative grafting strategies and integration of emerging technologies including bioengineered nerve conduits and regenerative therapies offer exciting opportunities to enhance sensory recovery. Advancing sensory restoration in reconstructive breast surgery requires a patient-centered approach to inform surgical practice by aligning clinical enthusiasm with robust evidence, ensuring meaningful and rigorous improvements in functional and emotional outcomes.

PMID:40911830 | DOI:10.1097/SAP.0000000000004459

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Operative Techniques in Mandibular Fracture Repair: A Cross-specialty Comparison of Plastic and Reconstructive Surgery, Otolaryngology, and Oral and Maxillofacial Surgery

Ann Plast Surg. 2025 Sep 1;95(3S Suppl 1):S2-S5. doi: 10.1097/SAP.0000000000004473.

ABSTRACT

BACKGROUND: Mandibular fractures are the most common facial fractures treated in the emergency setting, with significant variability in operative management across surgical specialties. Plastic and reconstructive surgery (PRS), otolaryngology (ENT), and oral and maxillofacial surgery (OMFS) each approach mandibular fracture repair with different philosophies, particularly regarding tooth extraction within the fracture line. However, few studies directly compare these practices.

OBJECTIVE: This study assessed differences in operative techniques, specifically tooth extraction and fixation strategies, across PRS, ENT, and OMFS in the treatment of isolated mandibular fractures at a level 1 trauma center.

METHODS: Following institutional review board approval, a retrospective chart review was conducted at Regional One Health from May 2019 to May 2020. Ninety patients with isolated mandibular fractures were identified using relevant Current Procedural Terminology codes. Statistical analysis included χ2 and analysis of variance testing with significance set at P < 0.05.

RESULTS: Among 90 patients (80% male; mean age, 33 years), assault was the leading cause of injury. These cases were managed by 3 specialties: ENT (24 patients), PRS (24 patients), and OMFS (42 patients). All 3 specialties utilized MMF and ORIF with similar frequency. However, OMFS demonstrated significantly higher tooth extraction rates (50%) compared with ENT (8%) and PRS (4%) (P < 0.00005). ENT had the longest average time to surgery (9 days) compared with PRS (2 days) and OMFS (1 day). No significant differences were observed in reoperation rates, operative duration, or hospital stay among the specialties.

CONCLUSIONS: Significant differences were identified in the frequency of surgical tooth extractions and time to operation for mandibular fracture repairs across different specialties. These differences may impact resource allocation and patient outcomes. Further research is needed to explore the origins of these variations and their long-term effects.

PMID:40911827 | DOI:10.1097/SAP.0000000000004473

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Nevin Manimala Statistics

Pathological Processes Among Content Creators on Social Media: Scoping Review

JMIR Public Health Surveill. 2025 Sep 5;11:e76708. doi: 10.2196/76708.

ABSTRACT

BACKGROUND: Content creators (CCs), like any other worker, are exposed to various occupational hazards that can affect their physical, mental, and social well-being, with psychosocial and ergonomic risks being particularly relevant. The combination of prolonged work hours, sedentary lifestyles, excessive public scrutiny, and often job insecurity and unpredictability (manifested as continuous connectivity and anticipation of sporadic tasks) presents a significant risk for the development of health issues.

OBJECTIVE: This study reviews the scientific literature to identify the potential pathological processes affecting CCs on social media.

METHODS: The scoping review method was used. Data were obtained from the following bibliographic databases: MEDLINE (via PubMed), Embase, Cochrane Library, PsycINFO, Scopus, Web of Science, and Virtual Health Library. The terms used as descriptors and in the title and abstract fields were “Content Creator” and “Pathologic Processes.” The search was conducted in May 2024. Agreement between authors for paper selection was measured using the Cohen κ coefficient. The documentary quality of the papers was assessed using the STROBE (Strengthening the Reporting of Observational Studies in Epidemiology) questionnaire, and the level of evidence and recommendation grade were determined according to the Scottish Intercollegiate Guidelines Network recommendations. Bias was evaluated using the Risk of Bias in Non-randomized Studies of Exposures (ROBINS-E) tool.

RESULTS: Of the 1522 references retrieved, 6 papers were selected based on the inclusion and exclusion criteria. Of the 6 studies reviewed, 3 were exclusively focused on a single gender. The agreement on the relevance of the selected studies, calculated using the κ index, was 84.9% (P<.01). The study population ranged from a minimum of 6 to a maximum of 1544 participants. The STROBE scores ranged from 81.3% to 96.8%, with a median of 14.9% (IQR 2.1). According to the Scottish Intercollegiate Guidelines Network criteria, this review provided evidence level 2++ with a recommendation grade of B. ROBINS-E highlighted a higher number of biases in Domains 5, 6, and 7. All interventions were based on interviews, either conducted online or via email. Participant activities, as documented in the respective studies, comprised influencer roles (n=2), blogging (n=2), YouTube content creation (n=1), and live streaming (n=1). The design of the reviewed works comprised 4 qualitative studies and 2 mixed methods (qualitative and quantitative) studies. The reported health impacts were diverse, comprising burnout (n=2), anxiety (n=1), co-occurring anxiety and depression (n=1), eating disorder (n=1), chronic pain (n=1), and unspecified mental health issues (n=1). All studies highlighted the necessity for further investigation into potential pathological processes among CCs engaged in social media activities.

CONCLUSIONS: It was found that the most affected area was mental health, as observed in nearly all the reviewed studies. Despite the extensive documentation of mental health impact, it is necessary to identify the risk factors associated with the pathological processes of CCs to prevent the signs and symptoms identified in this literature review.

PMID:40911825 | DOI:10.2196/76708

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Drivers of Seclusion and Physical Restraint in an Acute Mental Health Unit: A Feature Analysis

Issues Ment Health Nurs. 2025 Sep 5:1-11. doi: 10.1080/01612840.2025.2538705. Online ahead of print.

ABSTRACT

Understanding the drivers of seclusion and physical restraint supports the work towards minimising their use in acute mental health units. However, evidence on their most important drivers remains limited and is focused mainly on individual-level features. Employing 249 days of 917 contemporaneous records of nurse de-escalation events in one adult inpatient unit in regional Australia, from January 2019 to March 2020, twenty-three features other than individual demographic, dispositional, and diagnostic factors were extracted. Bivariate statistics and supervised machine learning algorithms for feature selection (i.e. Boruta algorithm) and predictive modelling (i.e. random forest) were applied. Emerging top drivers include incidents in high observation beds, the assessed level of situational aggression before de-escalation, incidents directed towards nurses, verbal de-escalation, and distraction and redirection. These findings elevate the predictive value of contextual and interventional, rather than individual-level, features in understanding the likelihood of restrictive practices.

PMID:40911824 | DOI:10.1080/01612840.2025.2538705