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DNA protein binding recognition based on lifelong learning

Comput Biol Med. 2023 Jun 16;164:107094. doi: 10.1016/j.compbiomed.2023.107094. Online ahead of print.

ABSTRACT

In recent years, research in the field of bioinformatics has focused on predicting the raw sequences of proteins, and some scholars consider DNA-binding protein prediction as a classification task. Many statistical and machine learning-based methods have been widely used in DNA-binding proteins research. The aforementioned methods are indeed more efficient than those based on manual classification, but there is still room for improvement in terms of prediction accuracy and speed. In this study, researchers used Average Blocks, Discrete Cosine Transform, Discrete Wavelet Transform, Global encoding, Normalized Moreau-Broto Autocorrelation and Pseudo position-specific scoring matrix to extract evolutionary features. A dynamic deep network based on lifelong learning architecture was then proposed in order to fuse six features and thus allow for more efficient classification of DNA-binding proteins. The multi-feature fusion allows for a more accurate description of the desired protein information than single features. This model offers a fresh perspective on the dichotomous classification problem in bioinformatics and broadens the application field of lifelong learning. The researchers ran trials on three datasets and contrasted them with other classification techniques to show the model’s effectiveness in this study. The findings demonstrated that the model used in this research was superior to other approaches in terms of single-sample specificity (81.0%, 83.0%) and single-sample sensitivity (82.4%, 90.7%), and achieves high accuracy on the benchmark dataset (88.4%, 80.0%, and 76.6%).

PMID:37459792 | DOI:10.1016/j.compbiomed.2023.107094

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Left ventricular longitudinal systolic dysfunction in children with type 1 diabetes mellitus: A systematic review and meta-analysis

J Diabetes Complications. 2023 Jun 6;37(8):108528. doi: 10.1016/j.jdiacomp.2023.108528. Online ahead of print.

ABSTRACT

OBJECTIVE: Children with type one diabetes mellitus (T1DM) may have subclinical myocardial insults but large heterogeneity exists among the reports. This study aimed to compare myocardial strain values of the left ventricle (LV) in paediatric patients with T1DM without overt cardiac disease and healthy controls.

METHODS: Five databases (MEDLINE, Embase, Scopus, Web of Science and Cochrane central register of controlled trials) were searched from inception to March 30, 2020. The studies reporting two-dimensional speckle tracking echocardiography in asymptomatic T1DM paediatric patients and control groups were included. Pooled mean strain values in each group and mean difference (MD) between the two groups for LV global longitudinal strain (LVGLS) and LV global circumferential strain (LVGCS) were assessed using a random effects model.

RESULTS: Ten studies (755 T1DM and 610 control) with LVGLS were included with 6 studies having LVGCS (534 T1DM and 403 control). Patients with T1DM had overall 3 percentage points lower LVGLS than healthy subjects (18.4 %, 95 % confidence interval [17.1, 19.6] vs 21.5 % [20.3, 22.7], MD = -3.01 [-4.30, -1.71]). A similar result was seen in LVGCS (18.7 % [15.4, 22.0] vs. 21.4 % [18.1, 24.6], MD = -3.10[-6.47, 0.26]) but not statistically significant. Meta-regression identified those with higher Haemoglobin A1c (HbA1c) had worse GLS.

CONCLUSIONS: Subclinical LV dysfunction among patients with T1DM occurs as early as in their childhood, while even EF is preserved. The longitudinal cardiac function is altered, but not the circumferential. GLS can be used to detect subclinical LV systolic dysfunction in paediatric population.

PMID:37459780 | DOI:10.1016/j.jdiacomp.2023.108528

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A national examination of suicidal ideation, planning, and attempts among United States adults: Differences by military veteran status, 2008-2019

J Psychiatr Res. 2023 Jul 10;165:34-40. doi: 10.1016/j.jpsychires.2023.07.009. Online ahead of print.

ABSTRACT

There is a widening disparity in suicide deaths between United States (U.S.) military veterans and nonveterans. However, it is unclear if there are similar differences in suicidal ideation, planning, and attempts that often precipitate these deaths. A better understanding of trends in suicidal thoughts and behaviors could illuminate opportunities for prevention. We examined pooled cross-sectional data (N = 479,801 adults) from the 2008 to 2019 National Survey on Drug Use and Health. We examined differences in past-year suicidal ideation, suicide planning, and suicide attempts between U.S. veterans (n = 26,508) and nonveterans (n = 453,293). We conducted post hoc analyses to examine for differences in these relationships by race/ethnicity and sex. Lastly, we examined trends in these outcomes over time and tested for differences in trends by veteran status. Overall, veterans had significantly greater odds of past-year suicidal ideation (aOR = 1.33, 95% CI 1.20 to 1.47) and suicide planning (aOR = 1.52, 95% CI 1.30 to 1.78) compared to nonveterans. However, the association between veteran status and past-year suicide attempt was not statistically significant (aOR = 1.29, 95% CI 1.00 to 1.68). These relationships did not differ by race/ethnicity or sex (ps > 0.05). Among all adults, there were significant linear increases in past-year suicidal ideation, planning, and attempts (ps < 0.001). However, these trends did not differ between veterans and nonveterans (ps > 0.05). Veterans may be more likely to experience suicidal thoughts and behaviors than nonveteran adults. Upward trends in suicidal thoughts and behaviors among both veterans and nonveterans from 2008 to 2019 highlight opportunities for intervention.

PMID:37459776 | DOI:10.1016/j.jpsychires.2023.07.009

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Stranded and floating marine debris detected along the coastline of Cabrera National Park (Balearic Islands)

Mar Pollut Bull. 2023 Jul 15;194(Pt B):115288. doi: 10.1016/j.marpolbul.2023.115288. Online ahead of print.

ABSTRACT

Marine Protected Areas (MPAs) are managed to conserve ecosystems however increased reporting highlights the observations of marine debris within these areas. The coastline of Cabrera Natural Park (Cabrera MPA) was surveyed in February, March, May, and July of 2021 to evaluate the seasonal trend of marine debris between winter and summer months. A general value of 6.94 items/km, ranging from 4.38 ± 4.55 items/km in July to 12.57 ± 17.56 items/km in March, was detected with no statistical differences between areas or surveyed months. Abundance of stranded debris (77 %) was statistically higher than floating debris (23 %). Prevailed floating plastic pieces 2.5 >< 50 cm and stranded nets and pieces of nets >50 cm. Artificial polymer materials, non-sourced debris, and non-Single Use Plastics were the most common items identified. This study highlights the importance of applying mitigation measures to avoid the presence of marine debris in areas of ecological interest.

PMID:37459766 | DOI:10.1016/j.marpolbul.2023.115288

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Bevacizumab in Combination With Oxaliplatin-Based Chemotherapy As First-Line Therapy in Metastatic Colorectal Cancer: A Randomized Phase III Study

J Clin Oncol. 2023 Jul 20;41(21):3663-3669. doi: 10.1200/JCO.22.02760.

ABSTRACT

PURPOSE: To evaluate the efficacy and safety of bevacizumab when added to first-line oxaliplatin-based chemotherapy (either capecitabine plus oxaliplatin [XELOX] or fluorouracil/folinic acid plus oxaliplatin [FOLFOX-4]) in patients with metastatic colorectal cancer (MCRC).

PATIENTS AND METHODS: Patients with MCRC were randomly assigned, in a 2 × 2 factorial design, to XELOX versus FOLFOX-4, and then to bevacizumab versus placebo. The primary end point was progression-free survival (PFS).

RESULTS: A total of 1,401 patients were randomly assigned in this 2 × 2 analysis. Median progression-free survival (PFS) was 9.4 months in the bevacizumab group and 8.0 months in the placebo group (hazard ratio [HR], 0.83; 97.5% CI, 0.72 to 0.95; P = .0023). Median overall survival was 21.3 months in the bevacizumab group and 19.9 months in the placebo group (HR, 0.89; 97.5% CI, 0.76 to 1.03; P = .077). Response rates were similar in both arms. Analysis of treatment withdrawals showed that, despite protocol allowance of treatment continuation until disease progression, only 29% and 47% of bevacizumab and placebo recipients, respectively, were treated until progression. The toxicity profile of bevacizumab was consistent with that documented in previous trials.

CONCLUSION: The addition of bevacizumab to oxaliplatin-based chemotherapy significantly improved PFS in this first-line trial in patients with MCRC. Overall survival differences did not reach statistical significance, and response rate was not improved by the addition of bevacizumab. Treatment continuation until disease progression may be necessary in order to optimize the contribution of bevacizumab to therapy.

PMID:37459755 | DOI:10.1200/JCO.22.02760

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Bariatric surgery improves access to renal transplantation and is safe in renal failure as well as after transplantation: A systematic review and meta-analysis

Transplant Rev (Orlando). 2023 Jul 8;37(3):100777. doi: 10.1016/j.trre.2023.100777. Online ahead of print.

ABSTRACT

INTRODUCTION: Effective workup and listing of end-stage renal disease (ESRD) patients for renal transplantation, often with multiple co-morbidities, poses a challenge for transplant teams. Obesity is a common co-morbidity associated with adverse outcomes in ESRD and kidney transplant (KT) recipients. Bariatric and metabolic surgery (BMS) has long been established as a safe and effective treatment for morbid obesity. In this study, the authors aimed to evaluate the strength of evidence for both the efficacy and safety of bariatric surgery in patients with ESRD or kidney transplantation.

METHODS: A literature search was performed using key terms including “transplantation”, “kidney”, “renal”, “obesity”, and “bariatric”. Databases searched include MEDLINE, EMBASE and Web of Science from inception to date (April 2021). Methodological quality was assessed using the Newcastle-Ottawa tool. Selected articles were then categorised into patients awaiting waiting list acceptance, patients awaiting transplantation, patients undergoing simultaneous BMS + KT and patients undergoing BMS following a previous renal transplant. Summary effects are presented with a level of statistical significance and 95% Confidence Intervals.

RESULTS: A total of 28 articles were selected following the literature search. Fourteen studies on patients awaiting listing (n = 1903), nine on patients on the KT waiting list (n = 196), a single study on simultaneous BMS and KT and ten studies on patients undergoing BMS following KT (n = 198). Mean change in BMI for patients awaiting listing was -11.3 kg/m2 (95%CI: -15.3 to -7.3, p < 0.001), mean change in BMI for patients listed for KT was -11.2 kg/m 2(95%CI: -12.9 to -9.5, p 0.001) and mean change for patients with prior KT was -11.0 kg/m2 (95%CI: -7.09 to -14.9, p < 0.001). The combined mortality rate for patients who had undergone both BMS and KT was 4% (n = 15).

DISCUSSION: This review demonstrates BMS is both safe and efficacious in patients with ESRD prior to KT and in those post KT. It would enable difficult-to-list obese recipients the possibility to undergo transplantation and should be considered as part of the work up process.

PMID:37459746 | DOI:10.1016/j.trre.2023.100777

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Comparison of outcomes of the Epley and self-Epley maneuvers in PC-BPPV: A randomized controlled trial

Am J Otolaryngol. 2023 Jul 10;44(6):103995. doi: 10.1016/j.amjoto.2023.103995. Online ahead of print.

ABSTRACT

OBJECTIVES: This study aimed to compare the efficacy of the self-Epley and Epley maneuvers in treating posterior canal benign paroxysmal positional vertigo (PC-BPPV) in patients at the outpatient clinic at the Department of Otolaryngology, Faculty of Medicine, Vajira Hospital, Navamindradhiraj University, Bangkok, Thailand.

METHODS: In this prospective, randomized, comparative study, patients with PC-BPPV were randomized to receive the self-Epley or Epley maneuver. The self-Epley maneuver group received illustrated instructions and a video of how to perform the self-Epley maneuver. They then performed the first self-Epley maneuver under supervision in the clinic. The efficacy of the treatment was evaluated with the Dix-Hallpike test at the 1-week follow-up visit.

RESULTS: Sixty-four patients with PC-BPPV were enrolled, 32 patients were the self-Epley maneuver group and the other 32 patients were the Epley maneuver group. After 1 week, 29 of the 32 patients (90.62 %) in the self-Epley maneuver group were cured, while 28 of the 32 patients (87.5 %) in the Epley maneuver group were cured. The Kaplan-Meier survival estimates with a log-rank test for cumulative therapeutic effects at 1 week showed no statistically significant difference between the groups (P = 0.755).

CONCLUSIONS: The twice-a-day self-Epley maneuver had a high success rate and could be used for patients who cannot reach a hospital or needs quarantine due to covid-19. For the self-Epley maneuver, adequate instruction is important to obtain a good result.

LEVEL OF EVIDENCE: II.

PMID:37459743 | DOI:10.1016/j.amjoto.2023.103995

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Identifying risk factors for adverse events of pyridoxal phosphate in infantile epileptic spasms syndrome

Epilepsy Behav. 2023 Jul 15;145:109348. doi: 10.1016/j.yebeh.2023.109348. Online ahead of print.

ABSTRACT

INTRODUCTION: Infantile epileptic spasms syndrome (IESS) is characterized by epileptic spasms, regardless of hypsarrhythmia on electroencephalogram or neurodevelopmental delay. In Japan, pyridoxal 5′-phosphate (PLP) is often used as the first-line treatment for IESS because it is effective in a certain number of patients. Although several studies have reported serious adverse events following PLP treatment, no study has investigated the risk factors for such occurrences.

OBJECTIVE: To investigate adverse events associated with PLP therapy for the treatment of IESS and to identify the associated risk factors.

MATERIALS AND METHODS: We retrospectively evaluated adverse events in 59 patients with IESS at Tottori University Hospital between January 1995 and September 2022. We subsequently collected and analyzed their clinical data and analyzed the risk factors associated with each adverse event. The cutoff values and relative risk (RR) were analyzed for items with significant associations with adverse events.

RESULTS: Twenty-seven (51.9%) participants experienced adverse events, including vomiting in 16 participants (59.3%), elevated liver enzyme levels in 15 participants (55.6%), and rhabdomyolysis in two participants (3.4%). No significant differences were observed between the non-adverse events group and the overall adverse events group, as well as between the non-adverse events group and the vomiting group, in terms of the factors examined. However, when comparing the non-adverse events group with the group with elevated liver enzyme levels, age at PLP treatment showed a negative correlation, whereas PLP dose showed a positive correlation with elevated liver enzyme levels. The cutoff dose was 40 mg/kg/day (73.3% sensitivity and 60.7% specificity), and the cutoff age was 9 months (100% sensitivity and 40.0% specificity). RRs of doses ≥40 mg/kg/day and age <9 months were 2.6 and 3.6, respectively.

CONCLUSIONS: Adverse events of PLP therapy, including vomiting, elevated liver enzymes, and rhabdomyolysis, were observed in approximately half of the participants. Age under 9 months and a dose ≥40 mg/kg/day were identified as risk factors for elevation of liver enzymes on PLP treatment in infants with IESS, with rhabdomyolysis can occur in the younger or higher dose cases.

PMID:37459718 | DOI:10.1016/j.yebeh.2023.109348

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Factors associated with disease relapse rate in the Neuromyelitis optica spectrum disorder

Int J Neurosci. 2023 Jul 17:1-9. doi: 10.1080/00207454.2023.2238245. Online ahead of print.

ABSTRACT

BACKGROUND AND OBJECTIVES: Neuromyelitis optica spectrum disorder (NMOSD) is a group of demyelinating diseases of the nervous system with high relapse rate and high disability rate without treatment, and we aimed to explore the influencing factors related to the recurrence of NMOSD and provide basis for clinical treatment in this study.

METHODS: Referring to the diagnostic criteria for NMOSD issued in 2015, 259 patients were enrolled. Clinical information, cerebrospinal fluid (CSF) and serum analysis results, brain and spinal cord magnetic resonance imaging (MRI) findings, treatment details, and prognosis were all recorded.

RESULTS: 176 (68.00%) participants were found to be AQP4 Ab-positive in serum or CSF, and the relapse rate was 36.67% (95/259). These 259 individuals were separated into two groups: non-release (n = 164) and relapse (n = 95). In terms of EDSS scores at onset, EDSS score after treatment, lesion location, serum creatinine (Cr) and treatment strategy, there were statistical differences between the two groups. Multivariable logistic regression analyses revealed five predictors for recurrence of NMOSD patients within two years: EDSS scores at onset, transverse myelitis, brain/brainstem, Cr, and Rituximab/immunosuppressants.

CONCLUSION: It is essential to explore the risk factors related to recurrence and prevent them to reduce the risk of disability and improve the prognosis, and the recurrence rate of NMOSD may be affected by several factors.

PMID:37459646 | DOI:10.1080/00207454.2023.2238245

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Medical Masks Versus N95 Respirators for Preventing COVID-19 Among Health Care Workers

Ann Intern Med. 2023 Jul;176(7):eL230074. doi: 10.7326/L23-0074.

NO ABSTRACT

PMID:37459624 | DOI:10.7326/L23-0074