Time Points Research Articles

Redefining Classical Theory of Humours (Akhlat) with Emphasis on Khilt-e-Sauda (Black Bile) Through its Physiological Role

Background: According to Hippocrates, Akhlat is of four types, i.e., Dam (Blood), Balgham (Phlegm), Safra (Yellow Bile), and Sauda (Black Bile). The correct proportion of these fluids in the body, in terms of quality and quantity, leads to health, while their irregular distribution leads to diseases. The argument presented in this paper will encompass both Tabayi and Ghair Tabayi Sauda. Objective: However, in light of recent advances in the area of molecular biology and biochemistry of the human body, we aim to discuss Sauda as a Khilt in the context of human physiology. We propose that the chemico-biological / physiological role of the molecule rather than its structure will define its placement in Khilt-e-Sauda. Conclusion: Chemico/biological role of the molecule may change with the physiological context, and hence the placement of the molecule previously included in the Khilt-e-Sauda, may or may not remain in that categorization at that point in time in that physiological state.

Association between early lactate-related variables and 6-month neurological outcome in out-of-hospital cardiac arrest patients

IntroductionThe role of lactate measurement in out-of-hospital cardiac arrest (OHCA) survivors remains controversial. We assessed the association between early lactate-related variables, OHCA characteristics, and long-term neurological outcome. MethodsIn OHCA patients who received targeted temperature management, lactate levels were measured at 0, 12, and 24 h after the return of spontaneous circulation. We calculated lactate clearance and time-weighted cumulative lactate (TWCL), which represent the area under the time-lactate curve. The area under the receiver operating characteristic curve (AUC) and the adjusted odds ratios (AORs) of lactate-related variables for predicting 6-month poor outcome (Cerebral Performance Category 3–5) were evaluated. Interactions between lactate variables and characteristics of OHCA were evaluated by a multivariable logistic model with interaction terms and subgroup analysis. ResultsA total of 347 OHCA patients were included. After adjustment, higher lactate levels at the three time points were associated with a poor outcome (AOR 1.10 [95% CI, 1.03–1.18], AOR 1.15 [95% CI, 1.02–1.29], and AOR 1.36 [95% CI, 1.15–1.60], respectively), while TWCL was the only lactate kinetics variable associated with a poor outcome (AOR 1.29 [95% CI, 1.12–1.49]). We identified several interactions between lactate-related variables and OHCA characteristics. In particular, the AUC of TWCL was excellent in cases of noncardiac etiology (AUC 0.92 [95% CI, 0.86–0.96] but only moderate in cardiac etiology (AUC 0.69 [95% CI, 0.62–0.75]). ConclusionsEarly lactate levels, especially at 24 h, and TWCL were independent predictors of neurologic outcome in these patients, whereas lactate clearance was not. The prognostic ability of lactate-related variables varied depending on the OHCA characteristics.

Preparation, Characterization, and Anticancer Activity Assessment of Chitosan/TPP Nanoparticles Loaded with Echis carinatus Venom.

Echis carinatus venom is a toxic substance naturally produced by special glands in this snake species. Alongside various toxic properties, this venom has been used for its therapeutic effects, which are applicable in treating various cancers (liver, breast, etc.). Nanotechnology-based drug delivery systems are suitable for protecting Echis carinatus venom against destruction and unwanted absorption. They can manage its controlled transfer and absorption, significantly reducing side effects. In the present study, chitosan nanoparticles were prepared using the ionotropic gelation method with emulsion cross-linking. The venom's encapsulation efficiency, loading capacity, and release rate were calculated at certain time points. Moreover, the nanoparticles' optimal formulation and cytotoxic effects were determined using the MTT assay. The optimized nanoparticle formulation increases cell death induction in various cancerous cell lines. Moreover, chitosan nanoparticles loaded with Echis carinatus venom had a significant rate of cytotoxicity against cancer cells. It is proposed that this formulation may act as a suitable candidate for more extensive assessments of cancer treatment using nanotechnology-based drug delivery systems.

288 Impact of Disc Degeneration on Clinical Outcomes After Fusion for Grade 1 Spondylolisthesis: A 5-year QOD Study

INTRODUCTION: Disc degeneration with loss of disc height can be an indication to fuse patients with lumbar spondylosis. However, its relevance for spondylolisthesis is unknown. METHODS: The Quality Outcomes Database was queried for adult patients who underwent fusion for single-level degenerative grade 1 lumbar spondylolisthesis. Pfirrmann grade at the level to be fused was assessed on preoperative sagittal T2-weighted MRI. VAS-back pain (BP-VAS), VAS-leg pain (LP-VAS), and ODI were collected preoperatively and at 3, 12, 24, 36, and 60 months postoperatively. RESULTS: The query returned 395 patients. Mean age (95% CI) was 60 (58.9-61.1) years; 39.5% were male. None had a Pfirrmann grade 1 disc. One (0.3%) had a grade 2 disc, 53 (13.4%) had a grade 3 disc, 245 (62%) had a grade 4 disc, and 96 (24.3%) had a grade 5 disc. Posterior-only approach was performed in 92.6%; interbody graft was placed in 92.7%. Mean BP-VAS (95% CI) at baseline, 3 months, 12 months, 24 months, 36 months, and 60 months were 7.1 (6.8-7.3) (n = 343), 3.1 (2.8-3.3) (n = 353), 2.9 (2.6-3.2) (n = 305), 3.2 (2.8-3.5) (n = 283), 3.5 (2.9-4.1) (n = 107), and 3.7 (3.3-4.0) (n = 324). Mean LP-VAS (95% CI) were 6.7 (6.4-7.0) (n = 392), 2.3 (2.0-2.6) (n = 353), 2.2 (1.9-2.6) (n = 306), 2.6 (2.2-2.9) (n = 284), 2.8 (2.2-3.4) (n = 107), and 2.8 (2.4-3.1) (n = 322). Mean ODI (95% CI) were 49.4 (47.8-51.1) (n = 392), 27.4 (25.3-29.5) (n = 347), 22.9 (20.6-25.2) (n = 313), 22.4 (20.1-24.8) (n = 291), 22.4 (18.3-26.4) (n = 97), and 25.9 (23.7-28.2) (n = 325). Utilizing linear regression, Pfirrmann grade was not associated with improvements in VAS-BP, VAS-LP, or ODI at any time point in unadjusted and adjusted analyses (p > 0.05). CONCLUSIONS: Patients who undergo fusion for single-level grade 1 spondylolisthesis are likely to experience significant and sustained improvements in pain and function regardless of severity of disc degeneration.

Effectiveness of Using a Self-Directed Learning Program to Teach Physical Examination and Health Assessment Skills: A Quasi-Experimental Study.

Conducting health assessments and physical examinations are essential skills for independent practice. Exploring how to teach these skills effectively is essential. This study was designed to validate the effectiveness of a self-directed learning program in improving nursing student outcomes in terms of their learning health assessment and physical examination skills. A quasi-experimental design was used, and second-year nursing students enrolled in a health assessment and physical examination course at a university of science and technology in central Taiwan were recruited using purposive sampling. Both the control and experimental groups were taught using a traditional teaching method. The experimental group additionally participated in a self-directed learning program. Structured questionnaires, including the Chinese version of the Self-Directed Learning Readiness Scale, Scales of Motivation and Learning Strategies, Interpersonal Skills Assessment Tool, the Course Satisfaction Evaluation Scale, and the Perception of Health Assessment and Physical Examination Competence Scale, were used to collect data at three time points. After controlling for the effects of pretest scores, after the intervention, the experimental group achieved significantly higher scores than the control group for self-directed learning (creative learning and love of learning), learning motivation (goal orientation, work value, expected success, and test anxiety), and cognitive strategies (total score, elaboration strategy, recitation strategy, and monitoring strategy). In addition, the health assessment exercise improved interpersonal and communication skills, and learning satisfaction was significantly higher in the experimental group than the control group. A physical examination and health assessment course designed using the self-directed learning framework can effectively improve student competence in related skills to enhance their ability to assess patient health problems in clinical settings. This study presents an alternative approach to teaching health assessment and physical examination courses and validates the positive effect of this approach on student learning outcomes.

1081 Risk Factors for Long Term Opioid Use After Elective Lumbar Spine Surgery: A MSSIC Study

INTRODUCTION: Long-term opioid use after elective lumbar spine surgery is a significant concern, given the current opioid epidemic and its impact on public health. Identifying risk factors for long-term opioid use after spine surgery is crucial in developing effective interventions to reduce the incidence of opioid dependence in this patient population. METHODS: A retrospective analysis of patient data was conducted using the Michigan Spine Surgery Improvement Collaborative (MSSIC) registry. Patients who underwent elective lumbar spine surgery between March 2018, and September 2021, were included, resulting in a total of 3599 patients at one year and 966 patients at two years follow-up. Poisson generalized estimating equation models were used for multivariate analyses. RESULTS: A total of 493 (13.7%) and 137 (14.2%) patients were still using opiates at one-year and two-years post-surgery respectively. Discharge morphine milligram equivalents (MMEs), baseline PROMIS PF functional scores, baseline pain scores, age, gender, education level, pre-operative opioid use, and not achieving the minimal clinically important difference (MCID) in PROMIS PF scores at follow-up were significantly associated with long-term opioid use. Specifically, pre-operative opioid use had the strongest association with opioid use at one year (IRR = 2.83, CI: 2.40-3.34, p < 0.001) and two years (IRR = 3.79, CI: 2.53-5.68, p < 0.001). Additionally, not achieving MCID in PROMIS scores at follow-up was strongly associated (IRR = 2.00, CI: 1.72-2.32, p < 0.001 and IRR = 2.18, CI: 1.64-2.91, p < 0.001) with opioid use at both time points (1-year and 2-year respectively). CONCLUSIONS: Pre-operative opioid use and not achieving MCID in PROMIS scores at follow-up were the strongest predictors of long-term opioid use after elective lumbar spine surgery. Identifying these risk factors can help clinicians target interventions to reduce opioid use in at-risk patients and improve postoperative outcomes.

Xylazine suppresses fentanyl consumption during self-administration and induces a unique sex-specific withdrawal syndrome that is not altered by naloxone in rats.

Prescription and illicit opioid use are a public health crisis, with the landscape shifting to fentanyl use. Since fentanyl is 100-fold more potent than morphine, its use is associated with a higher risk of fatal overdose that can be remediated through naloxone (Narcan) administration. However, recent reports indicate that xylazine, an anesthetic, is increasingly detected in accidental fentanyl overdose deaths. Anecdotal reports suggest that xylazine may prolong the fentanyl "high," alter the onset of fentanyl withdrawal, and increase resistance to naloxone-induced reversal of overdose. To date, no preclinical studies have evaluated the impacts of xylazine on fentanyl self-administration (SA; 2.5 μg/kg/infusion) or withdrawal to our knowledge. We established a rat model of xylazine/fentanyl co-SA and withdrawal and evaluated outcomes as a function of biological sex. When administered alone, chronic xylazine (2.5 mg/kg, intraperitoneal) induced unique sex-specific withdrawal symptomatology, whereby females showed delayed onset of signs and a possible enhancement of sensitivity to the motor-suppressing effects of xylazine. Xylazine reduced fentanyl consumption in both male and female rats regardless of whether it was experimenter-administered or added to the intravenous fentanyl product (0.05, 0.10, and 0.5 mg/kg/infusion) when compared to fentanyl SA alone. Interestingly, this effect was dose-dependent when self-administered intravenously. Naloxone (0.1 mg/kg, subcutaneous injection) did not increase somatic signs of fentanyl withdrawal, regardless of the inclusion of xylazine in the fentanyl infusion in either sex; however, somatic signs of withdrawal were higher across time points in females after xylazine/fentanyl co-SA regardless of naloxone exposure as compared to females following fentanyl SA alone. Together, these results indicate that xylazine/fentanyl co-SA dose-dependently suppressed fentanyl intake in both sexes and induced a unique withdrawal syndrome in females that was not altered by acute naloxone treatment. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Study on the effect of elastic band resistance training combined with nano-protective gear on postoperative muscle strength and balance ability

This study explored the effect of elastic band resistance training combined with nano-protective gear on post-operative muscle strength and balance ability in elderly patients with hip fracture. A sample of 100 elderly patients with hip fractures who received treatment at the Department of Traumatology and Orthopedics in our hospital from July 2020 to December 2021 were selected for this study. These patients were randomly assigned to either the observation group or the control group, with 50 patients in each group. Rehabilitation exercises were conducted for both groups starting six weeks after surgery. The control group received traditional rehabilitation training, while the observation group engaged in elastic band resistance training combined with nano-protective gear. The study compared the fracture healing time, hospitalization time, and complication rate between the two groups. Additionally, the study assessed the calcaneal bone mineral density, grip strength of both upper limbs, Harris hip joint function, and daily living activity assessment scale (BADL) in both groups at 1 month, 3 months, 6 months, and 12 months after surgery. Furthermore, the balance ability (TUGT), fall efficacy (MSFE) and nursing satisfaction of the two groups of patients were evaluated 6 months after surgery. The hospitalization time and fracture healing time of patients in the observation group were significantly shorter than those in the control group. During follow-up at various time points (3, 6, and 12 months) after discharge, the observation group exhibited significantly higher Harris hip scores, BADL scores, quality of life scores, balance ability (TUGT) scores, and fall efficacy (MSFE) scores compared to the control group. Furthermore, the observation group had a lower incidence of complications and higher nursing satisfaction (92%) compared to the control group (74%). The findings of this study suggest that combining elastic band resistance training with nano-protective gear can improve postoperative muscle strength, balance ability, joint function, alleviate negative emotions, enhance daily living ability, improve quality of life, and increase nursing satisfaction in elderly patients with hip fracture.

The Impact of Multimorbidity Patterns on Changes in Physical Activity and Physical Capacity Among Older Adults Participating in a Year-Long Exercise Intervention.

This study investigated the impact of multimorbidity patterns on physical activity and capacity outcomes over the course of a year-long exercise intervention, and on physical activity 1year later. Participants were 314 physically inactive community-dwelling men and women aged 70-85years, with no contraindications for exercise at baseline. Physical activity was self-reported. Physical capacity measurements included five-time chair-stand time, 6-minute walking distance, and maximal isometric knee-extension strength. The intervention included supervised and home-based strength, balance, and walking exercises. Multimorbidity patterns comprised physician-diagnosed chronic disease conditions as a predictor cluster and body mass index as a measure of obesity. Multimorbidity patterns explained 0%-12% of baseline variance and 0%-3% of the change in outcomes. The magnitude and direction of the impact of unique conditions varied by outcome, time point, and sex. Multimorbid older adults with no contraindications for exercise may benefit from multimodal physical training.

Examining strength at home couples to prevent intimate partner violence on a military installation: A randomized controlled trial.

In this study, the effectiveness of a couples-based group intervention to prevent intimate partner violence (IPV), Strength at Home Couples (SAH-C), was examined on a military installation relative to a comparison intervention, Supportive Prevention (SP). It was expected that greater reductions in use of physical, psychological, and sexual IPV behaviors, as well as reduced suicidality, would be found among service members and their partners in SAH-C relative to SP. Participants included 138 couples randomized to SAH-C and SP through a clinical controlled trial embedded in a hybrid effectiveness implementation study which took place on a military installation. The Revised Conflict Tactics Scales and Multidimensional Measure of Emotional Abuse were used to measure IPV, and 13 Military Suicide Research Consortium common data elements were used to assess suicidality. Service members randomized to SAH-C evidenced greater reductions based on effect sizes across the assessment time points for all IPV variables, including use of overall physical IPV, severe physical IPV, sexual IPV, psychological IPV, and coercive control IPV relative to those randomized to SP. Partners of service members demonstrated a similar general pattern for reductions in use of IPV, but findings were not as robust as for service members. Both service members and partners demonstrated greater reductions in suicidality based on effect sizes when randomized to SAH-C relative to SP. Findings extend prior work demonstrating the promising effects of SAH-C delivered in the military context and highlight the possible benefits of SAH-C in preventing self-harm thoughts and behaviors. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

The interplay between music engagement and affect: A random-intercept cross-lagged panel analysis.

Engagement with music has the capacity to influence and be influenced by affective experiences. Although cross-sectional and experimental research provides evidence that music engagement is related to higher positive and lower negative affect, few studies have investigated the bidirectional nature of this relationship over time. The present longitudinal study, therefore, examined the interplay between passive and active music engagement and affect using random-intercept cross-lagged panel analysis. Over 8 weeks in 2022, 428 participants regularly engaging with music completed weekly online surveys on quantitative music engagement (i.e., time spent with music listening/music making), qualitative music engagement (i.e., use of music listening/music making for mood regulation) as well as positive and negative affect. Results revealed cross-lagged associations between music engagement and negative affect, but not positive affect: regarding quantitative music engagement, more time spent with music listening (but not music making) was related to less negative affect than usual at the following measurement. Results on qualitative music engagement showed that weeks with more negative affect than usual were followed by an increased use of music listening and music making for mood regulation. Our findings emphasize the bidirectional nature of the relationship between music engagement and affect corroborating the significant role of music engagement in affect regulation. Future research should replicate these findings with a more diverse sample regarding age, sex, ethnicity, education, and socioeconomic status. Additionally, further studies could examine individual and contextual factors and adequate measurement time points for further investigation of bidirectional affective processes involved in music engagement. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Clinical outcomes after MRI connectivity-guided radiofrequency thalamotomy for tremor.

Radiofrequency thalamotomy (RF-T) is an established treatment for refractory tremor. It is unclear whether connectivity-guided targeting strategies could further augment outcomes. The aim of this study was to evaluate the efficacy and safety of MRI connectivity-guided RF-T in severe tremor. Twenty-one consecutive patients with severe tremor (14 with essential tremor [ET], 7 with Parkinson's disease [PD]) underwent unilateral RF-T at a single institution between 2017 and 2020. Connectivity-derived thalamic segmentation was used to guide targeting. Changes in the Fahn-Tolosa-Marin Rating Scale (FTMRS) were recorded in treated and nontreated hands as well as procedure-related side effects. Twenty-three thalamotomies were performed (with 2 patients receiving a repeated intervention). The mean postoperative assessment time point was 14.1 months. Treated-hand tremor scores improved by 63.8%, whereas nontreated-hand scores deteriorated by 10.1% (p < 0.01). Total FTMRS scores were significantly better at follow-up compared with baseline (mean 34.7 vs 51.7, p = 0.016). Baseline treated-hand tremor severity (rho = 0.786, p < 0.01) and total FTMRS score (rho = 0.64, p < 0.01) best correlated with tremor improvement. The most reported side effect was mild gait ataxia (n = 11 patients). RF-T guided by connectivity-derived segmentation is a safe and effective option for severe tremor in both PD and ET.

Moment-to-moment within-person associations between maternal autonomy support and child defeat predicting child behavioral adjustment.

This study examines mother-child mutual regulation processes during a challenging puzzle task as predictors of preschoolers' behavioral adjustment 6 months later in a Chinese sample (N = 101, 46 boys, Mage = 57.41 months, SD = 6.58). Mother-child mutual regulation was measured by the moment-to-moment bidirectional within-person associations between maternal autonomy support and child defeat (i.e., expression of frustration, incapacity to complete the task, or giving up). Children whose mother provided more autonomy support after increases of child defeat showed lower levels of externalizing problems 6 months later, and children who showed less defeat after increases of maternal autonomy support showed higher levels of prosocial behaviors 6 months later. These predictive effects were significant after controlling for child behavioral adjustment at the initial time point, and mean levels of mother's autonomy support and child's defeat throughout the task. The mutual regulation processes did not significantly predict child internalizing problems. The findings suggest that the coordinated mother-child mutual regulation patterns in real time may have positive implications for preschoolers' behavioral adjustment. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Differences in presurgical MMPI-3 scores across trajectories of recovery from spine surgery.

Approximately 30% of patients who undergo spinal surgery for chronic back pain continue to experience significant pain and disability up to 2 months following surgery. Prior studies have identified mental health variables including depression and anxiety as predictors of poorer postsurgical outcomes using screening instruments, but no studies have examined long-term outcomes using the Minnesota Multiphasic Personality Inventory-3 (MMPI-3), a commonly used tool used in presurgical psychological evaluations (PPE). Using group-based trajectory modeling and a sample of 404 spine surgery evaluees, the present study examined the trajectories of changes in disability scores from presurgery through 3, 12, and 24 months postsurgery. We then compared scores on MMPI-3 scales between trajectory groups. We identified three trajectory groups of change in disability over time: a rapid-remitting group (8%), characterized by moderate presurgical disability that rapidly and substantially remitted by 12 and 24 months; a steady-recovering group (68%), characterized by moderate presurgical disability, slower change over time, and mild levels of disability at the 2-year time point; and a persisting disability group (24%), characterized by severe presurgical disability that continued into long-term follow-ups. Participants in the persisting pain group produced higher presurgical scores on somatic/cognitive and internalizing MMPI-3 scales than participants in the rapid-remitting and steady-recovering groups. Our results support the clinical utility of the MMPI-3 in PPEs and highlight the importance of evaluating somatic/cognitive concerns and internalizing dysfunction to identify patients who are likely to have poorer postsurgical outcomes. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Effect of Intraperitoneal Instillation of Dexmedetomidine With Local Anesthetics in Laparoscopic Cholecystectomy: A Systematic Review and Meta-analysis of Randomized Trials.

Dexmedetomidine (DEX) can strengthen the analgesic effects of local anesthetics (LAs) when used as an adjuvant through intrathecal, perineural, and intraperitoneal routes. Many studies have used intraperitoneal instillation of DEX with LAs in laparoscopic cholecystectomy (LC) to relieve postoperative pain. We performed a systematic review and meta-analysis to synthesize evidence of the efficacy and safety of intraperitoneal instillation of DEX as an adjuvant of LAs in patients undergoing LC. A comprehensive literature search of the MEDLINE, PubMed, EMBASE, and Cochrane Library databases was performed to identify randomized controlled trials in which patients received intraperitoneal instillation of DEX combined with LAs during LC. A meta-analysis and sensitivity analysis of the results were conducted. We also performed a subgroup analysis to investigate the source of heterogeneity. The Egger test was used to check for publication bias. Eleven randomized controlled trials involving 890 patients were analyzed. We found that the addition of DEX to LAs significantly decreased pain scores at six postoperative time points (0.5, 1, 2, 4, 12, and 24 h) and significantly prolonged the time to the first analgesic request by patients. In addition, 24-hour postoperative analgesic consumption was decreased in the experimental group, and no significant difference in the incidence of nausea and vomiting was observed. Our findings indicate that intraperitoneal instillation of DEX with LAs can reduce postoperative pain and prolong the time to first request analgesia after LC.

192 Feasibility of Magnetic Resonance-Guided Focused Ultrasound Thalamotomy for Essential Tremor Patients With Low Skull Density Ratio

INTRODUCTION: Magnetic resonance-guided focused ultrasound (MRgFUS) is a safe, effective treatment for essential tremor (ET). Skull density ratio (SDR), the ratio between the densities of cancellous bone and cortical bone, affects energy penetration of the skull. Major clinical trials and guidelines have excluded patients with low skull density ratio due to concerns of disrupted treatment, though these patients represent nearly 40% of ET patients. METHODS: In this single-surgeon cohort study of prospectively collected and retrospectively analyzed data, we report the characteristics and clinical outcomes of all ET patients with low SDR (&lt;0.40) vs. high SDR (=0.40) treated at Brigham and Women’s Hospital between June 2019 and February 2023. Clinical outcomes were determined by Fahn-Tolosa-Marin (FTM) scores in the affected limb and percentage of patients with clinical improvements. RESULTS: Thirty-one patients had low SDR. 239 patients had high SDR. Mean (±SD) SDRs in the low SDR and high SDR groups were 0.36 (±0.02) and 0.51 (±0.08), respectively. There were no significant differences between the two groups in the following characteristics: sex, handedness, duration of tremor, total preoperative Fahn-Tolosa-Marin (FTM) score, intention + posture preoperative FTM score, age at treatment, treatment laterality, and rate of intraoperative complications. While there were significant differences in the clinical outcomes of low SDR vs. high SDR patients on postoperative day 1 (POD1), the clinical outcomes between the two groups were not significantly different at every follow-up time point, including up to three years post-treatment. CONCLUSIONS: While clinical outcomes were significantly different on POD1, low SDR and high SDR patients had similar long-term clinical outcomes, suggesting that MRgFUS of ET patients with SDR &lt; 0.40 is feasible and effective.

Trajectories of pain intensity, pain catastrophizing, and pain interference in the perinatal and postpartum period

Abstract Introduction: Chronic pain (pain &gt;3 months) is a growing epidemic. Normal pregnancy may give rise to recurrent and sometimes constant pain for women. Women with worse pain symptoms are more likely to report symptoms of anxiety, depression, and/or insomnia during the perinatal period, which may impact labor and delivery outcomes. We examined the relationship between demographic and psychological predictors of pain throughout pregnancy and into the postpartum. Objectives: To examine trajectories of pain intensity, pain catastrophizing, and pain interference during pregnancy and the early postpartum, and associated sociodemographic predictors of trajectory membership. Methods: One hundred forty-two pregnant women were assessed at 4 time points for measures of pain intensity, pain catastrophizing, pain interference, and symptoms of insomnia, depression, and generalized anxiety. Women completed the first survey before 20 weeks’ gestation and were reassessed every 10 weeks. Surveys were completed on average at 15 weeks', 25 weeks', and 35 weeks' gestation, and at 6-week postpartum. Using latent class mixed models, trajectory analysis was used to determine trajectories of pain intensity, pain catastrophizing, and pain interference. Results: A 1-class pain intensity model, 2-class pain catastrophizing model, and 3-class pain interference model were identified. Adaptive lasso and imputation demonstrated model robustness. Individual associations with trajectories included baseline symptoms of anxiety, depression, and insomnia, and pain symptomology. Conclusion: These findings may help to identify women who are at high risk for experiencing pain symptoms during pregnancy and could aid in developing targeted management strategies to prevent mothers from developing chronic pain during their pregnancy and into the postpartum period.

Associations between 3D-based Left Atrial Volumetric and Blood Flow Parameters in a Single-Site Cohort of the Multi-Ethnic Study of Atherosclerosis.

Purpose To investigate associations between left atrial volume (LAV) and function with impaired three-dimensional hemodynamics from four-dimensional flow MRI. Materials and Methods A subcohort of participants from the Multi-Ethnic Study of Atherosclerosis from Northwestern University underwent prospective 1.5-T cardiac MRI including whole-heart four-dimensional flow and short-axis cine imaging between 2019 and 2020. Four-dimensional flow MRI analysis included manual three-dimensional segmentations of the LA and LA appendage (LAA), which were used to quantify LA and LAA peak velocity and blood stasis (% voxels < 0.1 m/sec). Short-axis cine data were used to delineate LA contours on all cardiac time points, and the resulting three-dimensional-based LAVs were extracted for calculation of LA emptying fractions (LAEFtotal, LAEFactive, LAEFpassive). Stepwise multivariable linear models were calculated for each flow parameter (LA stasis, LA peak velocity, LAA stasis, LAA peak velocity) to determine associations with LAV and LAEF. Results This study included 158 participants (mean age, 73 years ± 7 [SD]; 83 [52.5%] female and 75 [47.4%] male participants). In multivariable models, a 1-unit increase of LAEFtotal was associated with decreased LA stasis (β coefficient, -0.47%; P < .001), while increased LAEFactive was associated with increased LA peak velocity (β coefficient, 0.21 cm/sec; P < .001). Furthermore, increased minimum LAV indexed was most associated with impaired LAA flow (higher LAA stasis [β coefficient, 0.65%; P < .001] and lower LAA peak velocity [β coefficient, -0.35 cm/sec; P < .001]). Conclusion Higher minimum LAV and reduced LA function were associated with impaired flow characteristics in the LA and LAA. LAV assessment might therefore be a surrogate measure for LA and LAA flow abnormalities. Keywords: Atherosclerosis, Left Atrial Volume, Left Atrial Blood Flow, 4D Flow MRI Supplemental material is available for this article. © RSNA, 2024.

CNN-Based Ocular Disease Identification in Retinal Images

Abstract: Approximately 15 million people across India suffer from blindness, and unfortunately, 75% of these instances were treatable at one point in time. There are 10,000 patients for every doctor in India. Vision can be affected by a variety of eye diseases, such as cataracts, corneal ulcers, and trachoma, among others. Research indicates that untreated early-stage diseases are the primary causes of blindness in India. Only by receiving a proper diagnosis early on in the progression of these eye conditions can they be prevented. There are many different symptoms that can be seen with these eye conditions. Analyzing a wide variety of symptoms is necessary in order to make an appropriate diagnosis of eye conditions. With the use of deep learning techniques like convolution neural networks and digital image processing techniques like segmentation and morphology, we offer a novel approach to automatically identify eye diseases based on visually perceptible symptoms. The suggested approach is used to analyze and classify seven eye conditions: Diabetic retinopathy (DR), glaucoma, cataract, and age-related macular degeneration(AMD) are the most common ocular illnesses. Early detection of eye problems is facilitated by the proposed deep neural network model. In case that screening is necessary, the model advises people to contact an ophthalmologist.

Evolving Knowledge Graph Representation Learning with Multiple Attention Strategies for Citation Recommendation System

The growing number of publications in the field of artificial intelligence highlights the need for researchers to enhance their efficiency in searching for relevant articles. Most paper recommendation models either rely on simplistic citation relationships among papers or focus on content-based approaches, both of which overlook interactions within academic networks. To address the aforementioned problem, knowledge graph embedding (KGE) methods have been used for citation recommendations because recent research proves that graph representations can effectively improve recommendation model accuracy. However, academic networks are dynamic, leading to changes in the representations of users and items over time. The majority of KGE-based citation recommendations are primarily designed for static graphs, thus failing to capture the evolution of dynamic knowledge graph (DKG) structures. To address these challenges, we introduced the evolving knowledge graph embedding (EKGE) method. In this methodology, evolving knowledge graphs are input into time-series models to learn the patterns of structural evolution. The model has the capability to generate embeddings for each entity at various time points, thereby overcoming limitation of static models that require retraining to acquire embeddings at each specific time point. To enhance the efficiency of feature extraction, we employed a multiple attention strategy. This helped the model find recommendation lists that are closely related to a user’s needs, leading to improved recommendation accuracy. Various experiments conducted on a citation recommendation dataset revealed that the EKGE model exhibits a 1.13% increase in prediction accuracy compared to other KGE methods. Moreover, the model’s accuracy can be further increased by an additional 0.84% through the incorporation of an attention mechanism.