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1.
Cureus ; 16(8): e66005, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-39221354

RESUMO

Study objective The purpose of this study is to investigate the analgesic efficacy of ultrasound-guided fascial plane blocks (FPBs) versus local infiltration in patients undergoing laparoscopic non-donor nephrectomy. This study specifically compares the efficacy of FPBs with liposomal bupivacaine (LB) versus FPBs with dexamethasone sodium phosphate (DXP) and methylprednisolone acetate (MPA) versus surgical site local anesthetic infiltration without FPBs.  Design This is a retrospective cohort study conducted over a five-year period (January 2018-December 2022). Setting The study was conducted in a tertiary care, academic, multi-hospital healthcare system.  Participants Patients who underwent elective radical or partial laparoscopic non-donor nephrectomy were included in the study. Intervention Patients either received preoperative FPBs without intraoperative surgical site local anesthetic infiltration or received surgical site local anesthetic infiltration without FPBs (n = 141) at participating hospitals. Measurements The primary endpoint of this study was postoperative opioid use, measured as oral milligram morphine equivalents (MME). Secondary endpoints included postoperative pain scores, length of hospital stays, and significant adverse events within 30 days. The impact of medications utilized in FPBs was determined by univariate and multivariable analyses with covariates balancing propensity score weighting. Main results Patients undergoing non-donor laparoscopic radical or partial nephrectomy who received FPBs with bupivacaine or ropivacaine plus glucocorticoids DXP and MPA were more likely to be opioid-free 24-48 hours postoperatively compared to those who received FPBs with LB or surgical site local anesthetic infiltration without FPBs (40.5% vs. 30% vs. 13.9%, respectively; p = 0.017). Patients who received FPBs with glucocorticoids also reported the lowest pain scores at rest and with activity 0-12 hours postoperatively as compared to patients who received LB or local infiltration (p = 0.006 and p = 0.014, respectively). Additionally, patients who received FPBs with glucocorticoids received over 30% fewer opioids during the first 48 hours postoperatively compared to patients who received surgical site local anesthetic infiltration alone (30 MME vs. 44 MME, respectively). However, there was no significant difference in total opioid use during the first 48 hours postoperatively between patients who received FPBs with bupivacaine plus glucocorticoids and those who received FPBs with bupivacaine plus LB (mean ratio: 0.91, (95% CI: 0.05 ~ 15.97); p = 0.948). There was also no difference in the length of hospital stays or rate of adverse events between the groups. Conclusion Perioperative FPBs for non-donor laparoscopic nephrectomy using glucocorticoids as an adjuvant to long-acting local anesthetics may decrease postoperative opioid use and reduce pain scores as compared to FPBs with LB or surgical site local anesthetic infiltration. Bupivacaine or ropivacaine combined with DXP and MPA is a safe and effective alternative to LB for FPBs in laparoscopic nephrectomy.

2.
J Infect Public Health ; 17(10): 102541, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-39270470

RESUMO

BACKGROUND: Effective and rapid diagnostic strategies are required to manage antibiotic resistance in Klebsiella pneumonia (KP). This study aimed to design an artificial intelligence-clinical decision support system (AI-CDSS) using matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) and machine learning for the rapid detection of ceftazidime-avibactam (CZA) resistance in KP to improve clinical decision-making processes. METHODS: Out of 107,721 bacterial samples, 675 specimens of KP with suspected multi-drug resistance were selected. These specimens were collected from a tertiary hospital and four secondary hospitals between 2022 and 2023 to evaluate CZA resistance. We used MALDI-TOF MS and machine learning to develop an AI-CDSS with enhanced speed of resistance detection. RESULTS: Machine learning models, especially light gradient boosting machines (LGBM), exhibited an area under the curve (AUC) of 0.95, indicating high accuracy. The predictive models formed the core of our newly developed AI-CDSS, enabling clinical decisions quicker than traditional methods using culture and antibiotic susceptibility testing by a day. CONCLUSIONS: The study confirms that MALDI-TOF MS, integrated with machine learning, can swiftly detect CZA resistance. Incorporating this insight into an AI-CDSS could transform clinical workflows, giving healthcare professionals immediate, crucial insights for shaping treatment plans. This approach promises to be a template for future anti-resistance strategies, emphasizing the vital importance of advanced diagnostics in enhancing public health outcomes.


Assuntos
Antibacterianos , Inteligência Artificial , Compostos Azabicíclicos , Ceftazidima , Sistemas de Apoio a Decisões Clínicas , Combinação de Medicamentos , Farmacorresistência Bacteriana Múltipla , Infecções por Klebsiella , Klebsiella pneumoniae , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz , Klebsiella pneumoniae/efeitos dos fármacos , Ceftazidima/farmacologia , Humanos , Infecções por Klebsiella/tratamento farmacológico , Infecções por Klebsiella/diagnóstico , Infecções por Klebsiella/microbiologia , Compostos Azabicíclicos/farmacologia , Compostos Azabicíclicos/uso terapêutico , Antibacterianos/farmacologia , Antibacterianos/uso terapêutico , Espectrometria de Massas por Ionização e Dessorção a Laser Assistida por Matriz/métodos , Aprendizado de Máquina , Testes de Sensibilidade Microbiana/métodos
3.
Artigo em Inglês | MEDLINE | ID: mdl-39254145

RESUMO

AIM: Evidence suggests an association between maternal hypothyroidism and risk of attention-deficit/hyperactivity disorder (ADHD) or autism spectrum disorder (ASD) in offspring. We examined the risk of ASD and ADHD in individuals with congenital hypothyroidism (CHT). METHODS: A nationwide population-based cohort study enrolled a total of 1260 children younger than 12 years with a confirmed diagnosis of CHT and no prior diagnosis of any neurodevelopmental disorders, selected from the National Health Insurance Research Database of Taiwan between 1998 to 2013. In addition, 12,600 controls matched for sex, age, and residence were selected. Cox proportional hazards analysis was used to investigate the association among CHT, ASD, and ADHD. RESULTS: Children with CHT were associated with a higher incidence of ASD (7.1‰ vs 1.3‰, P < 0.001) and ADHD (39.7‰ vs 18.7‰, P < 0.001) than the control group. Cox regression analyses demonstrated that children with CHT were associated with elevated risks of ASD (hazard ratio [HR], 4.72 [95% confidence interval (CI), 2.08-10.70]) and ADHD (HR, 2.03 [95% CI, 1.49-2.77]), after adjusting for demographic data and family history of major psychiatric disorders, compared with the control group. CONCLUSION: Children with CHT were associated with approximately a two-fold increased risk of ADHD and a four-fold increased risk of ASD than the control group. Our study highlights the need for future research to elucidate the potential pathophysiology among CHD, ASD, and ADHD.

5.
Diagnostics (Basel) ; 14(17)2024 Aug 24.
Artigo em Inglês | MEDLINE | ID: mdl-39272637

RESUMO

Proteinuria is a common adverse event arising from treatment with bevacizumab, requiring diagnostic testing via 24-h urine collection. However, this method is cumbersome. We assessed urine screenings in gynecologic cancer patients from February 2021 to May 2022. Along with a simple urine dipstick (UD), the urine microalbumin, total protein, and creatinine were measured and calculated as the urine albumin to creatinine ratio (UACR) and the urine protein to creatinine ratio (UPCR), which were further adjusted through the Modification of Diet in Renal Disease and Chronic Kidney Disease Epidemiology Collaboration equations to be estimated and correlated with 24-h urine total protein content. The incremental cost-effectiveness ratio was used for cost analysis. There were 129 urine samples from 36 patients. The sensitivity and specificity for the UACR were 0.56 and 0.97, and for the UPCR, 0.71 and 0.88, respectively. The 24-h TP correlated strongly with the UACR (r = 0.75; p < 0.001) and UPCR (r = 0.79; p < 0.001) and fair for the simple UD (r = 0.35; p < 0.001). The UPCR saves one unnecessary 24-h urine test for less than a dollar compared to a simple UD. The results indicate that using the UPCR could enhance diagnostic accuracy, lower costs, and reduce unnecessary 24-h urine sampling.

6.
Int J Med Sci ; 21(11): 2158-2169, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39239542

RESUMO

Pancreatic cancer (PC) is a challenging and heterogeneous disease with a high mortality rate. Despite advancements in treatment, the prognosis for PC patients remains poor, with a high chance of disease recurrence. Biomarkers are crucial for diagnosing cancer, predicting patient prognosis and selecting treatments. However, the current lack of effective biomarkers for PC could contribute to the insufficiency of existing treatments. These findings underscore the urgent need to develop novel strategies to fight this disease. This study utilized multiple comprehensive bioinformatic analyses to identify potential therapeutic target genes in PC, focusing on histone lysine demethylases (KDMs). We found that high expression levels of KDM family genes, particularly KDM1A, KDM5A and KDM5B, were associated with improved overall survival in the cohort. Furthermore, the infiltration of various immune cells, including B cells, neutrophils, CD8+ T cells, dendritic cells, and macrophages, was positively correlated with KDM1A, KDM5A, and KDM5B expression. Moreover, MetaCore pathway analysis revealed interesting connections between KDM1A and the cell cycle and proliferation, between KDM5A and DNA damage and double-strand break repair through homologous recombination, and between KDM5B and WNT/ß-catenin signaling. These findings suggest that KDM1A, KDM5A and KDM5B may serve as promising biomarkers and therapeutic targets for PC, a disease of high importance due to its aggressive nature and urgent need for novel biomarkers to improve diagnosis and treatment.


Assuntos
Biomarcadores Tumorais , Regulação Neoplásica da Expressão Gênica , Histona Desmetilases com o Domínio Jumonji , Neoplasias Pancreáticas , Humanos , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/patologia , Neoplasias Pancreáticas/metabolismo , Histona Desmetilases com o Domínio Jumonji/metabolismo , Histona Desmetilases com o Domínio Jumonji/genética , Biomarcadores Tumorais/genética , Biomarcadores Tumorais/metabolismo , Prognóstico , Biologia Computacional , Proteínas F-Box/metabolismo , Proteínas F-Box/genética , Histona Desmetilases/metabolismo , Histona Desmetilases/genética , Terapia de Alvo Molecular/métodos , Proteína 2 de Ligação ao Retinoblastoma/metabolismo , Proteína 2 de Ligação ao Retinoblastoma/genética , Via de Sinalização Wnt/genética , Proliferação de Células/genética , Proteínas Nucleares , Proteínas Repressoras
7.
RSC Adv ; 14(40): 29319-29329, 2024 Sep 12.
Artigo em Inglês | MEDLINE | ID: mdl-39285883

RESUMO

Sacha Inchi (Plukenetia volubilis) seeds and oil have been integrated into daily diets. However, scientific reports have raised concerns regarding potential health risks associated with saponins and alkaloids in this seeds. This study employed a combination analysis using proton-NMR, GC-MS, LC-QTOF, and GNPS molecular networking to evaluate the chemical composition of these seeds. In silico toxicology analysis and in vitro cytotoxicity assays were conducted to investigate the potential toxicity effects of Sacha Inchi seeds and their contained metabolites. The results revealed that major components of these seeds are oils (linoleic, linolenic, and oleic acids) and sugars, with minor amounts of phytosterols and trigonelline, a pyridine alkaloid. GNPS analysis suggested the absence of saponins, instead, it identified trigonelline and a few other nitrogen-containing metabolites (amino acids and oligopeptides). In silico toxicology analysis indicated that this sample did not exhibit toxicity. Furthermore, in vitro cytotoxicity screening demonstrated no cytotoxic effects against NIH-3T3 cells, even at 400 µg mL-1. In general, these findings collectively indicated the absence of saponins, the presence of phytosterols and trigonellin (a pyridine alkaloid), and a low safety risk related to saponin and alkaloid content in the Sacha Inchi seeds.

8.
Compr Rev Food Sci Food Saf ; 23(5): e70023, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-39289805

RESUMO

Tilapia stands out as one of the most extensively farmed and consumed fish species globally, valued for its ease of preparation and relative affordability. Although tilapia is a valuable protein source, it can also function as a vector for foodborne pathogens. This literature review reveals that tilapia could carry a variety of contamination with various foodborne pathogens, including Plesiomonas shigelloides, diarrheagenic Escherichia coli, Vibrio parahaemolyticus, Salmonella Weltevreden, Salmonella enterica, Shigella, Staphylococcus aureus, Campylobacter jejuni, Clostridium botulinum, and Listeria monocytogenes. Although guidelines from entities, such as the Global Seafood Alliance, Aquaculture Stewardship Council, and International Organization for Standardization, have been established to ensure the microbiological safety of tilapia, the unique challenges posed by pathogens in tilapia farming call for a more nuanced and targeted approach. Recognizing that contaminants could emerge at various stages of the tilapia supply chain, there is a crucial need for enhanced detection and monitoring of pathogens associated with this fish and its culturing environment. Additionally, it is essential to acknowledge the potential impact of climate change on the safety of tilapia, which may elevate the prevalence and contamination levels of pathogens in this fish. Proactive measures are essential to understand and mitigate the effects of climate change on tilapia production, ensuring the sustainability and safety of this seafood product for both present and future generations.


Assuntos
Aquicultura , Tilápia , Animais , Tilápia/microbiologia , Aquicultura/métodos , Microbiologia de Alimentos , Alimentos Marinhos/microbiologia , Inocuidade dos Alimentos/métodos , Humanos , Doenças Transmitidas por Alimentos/prevenção & controle , Doenças Transmitidas por Alimentos/microbiologia , Contaminação de Alimentos/prevenção & controle , Bactérias/isolamento & purificação
9.
Surg Endosc ; 2024 Sep 16.
Artigo em Inglês | MEDLINE | ID: mdl-39285043

RESUMO

BACKGROUND: Limited reports have discussed the risk factors for contralateral inguinal hernia (CIH) repair. We generated a risk factor scoring system to predict CIH within 3 years after unilateral inguinal hernia repair. METHODS: We extracted the admission data of patients aged ≥ 18 years who underwent primary unilateral inguinal hernia repair without any other operation from the National Health Insurance Research Database. Patients were randomly divided into 80% and 20% validation cohorts. Multivariate analysis with a logistic regression model was used to generate the scoring system, which was used in the validation group. RESULTS: Overall, 170,492 adult men were included, with a median follow-up of 87 months. The scoring system ranged from 0-5 points, composited with age (< 45 years, 0 points; 45-65 years, 2 points; 65-80 years, 3 points; > 80 years, 2 points) and two comorbidities (cirrhosis and prostate disease: 1 point each). The areas under receiver operating characteristic (ROC) curves were 0.606 and 0.551 for the derivation and validation groups, respectively. The rates and adjusted odds ratios (OR) of CIH repair in the derivation group were 3.0% at 0-2 points, 5.5% (1.854, p < 0.001) at 3, 6.7% (2.279, p < 0.001) at 4, and 6.9% (2.348, p < 0.001) at 5, with similar results in the validation group [2.3% at 0-2 points, 3.8% (1.668, p < 0.001) at 3, 5.4% (2.386, p < 0.001) at 4, and 6.8% (3.033, p < 0.001) at 5]. CONCLUSIONS: The CIH scoring system effectively predicted CIH repair within three years of primary unilateral inguinal hernia repair. Surgeons could perform laparoscopic surgery with CIH scores > 2 points which enables easier contralateral exploration and repair during the same surgery, without additional incisions, to minimize the need for future surgeries. However, further prospective validation of this scoring system is required.

10.
Front Psychiatry ; 15: 1309989, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39100849

RESUMO

Background: Patients diagnosed with Parkinson's disease undergo alterations in physical, psychological, and social functionality, with the psychological domain being particularly predisposed to inducing fatigue and depressive symptoms. Understanding the alterations occurring within a patient's body and mind and how these influence their overall quality of life is crucial. Purpose: This study sought to explore the predictive capacity of fatigue severity, the presence of depressive symptoms, and diverse demographic factors on the quality of life among individuals with Parkinson's disease. Methods: A cross-sectional correlational study was conducted at a teaching hospital in southern Taiwan. The research utilized a questionnaire survey to interview 133 study participants, focusing on the Quality of Life Scale, Depression Scale, Fatigue Severity Scale, Social Support Scale, and demographic attributes. Results: A total of 130 valid questionnaires were obtained. The results showed that Hoehn and Yahr stage, fatigue severity, and depression status could predict quality of life, explaining 51.1% of the total variance. These findings suggest that patients at advanced Hoehn and Yahr stages, experiencing more severe fatigue, and exhibiting higher levels of depression, tended to report a lower overall quality of life. Our findings suggest that, in addition to Hoehn and Yahr stage, the severity of fatigue and levels of depression significantly impact the quality of life in individuals with Parkinson's disease. Conclusion: Nurses need to understand the "stressful life events" and the changes in appearance and physical function that patients with Parkinson's disease face due to chronic degenerative diseases. Hence, apart from addressing patients' physiological needs, healthcare professionals should also offer appropriate care for psychological issues, such as depressive symptoms. Encouraging patients to participate in "counseling groups" can further bolster their social support networks, enhancing their overall well-being and addressing comorbidities associated with chronic degenerative diseases.

11.
Clin Interv Aging ; 19: 1437-1444, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39165906

RESUMO

Purpose: The home-based medical integrated program (HMIP) is a novel model for home healthcare (HHC) in Taiwan, initiated in 2016 to enhance care quality. However, the outcomes of this program on health outcomes and medical resource utilization in HHC patients remain unclear. Thus, we conducted this study to clarify it. Patients and Methods: The authors utilized the Taiwan National Health Insurance Research Database to identify HHC patients who received HMIP and those who did not between January 2015 and December 2017. A retrospective cohort study design was used. Convenience sampling was employed to select patients who met the inclusion criteria: being part of the HHC program and having complete data for analysis. Results: A total of 4982 HHC patients in the HMIP group and 10,447 patients in the non-HMIP group were identified for this study. The mean age in the HMIP group and non-HMIP group was 77.6 years and 76.1 years, respectively. Compared with the non-HMIP group, the HMIP group had lower total medical costs for HHC, fewer outpatient department visits and lower medical costs, lower medical costs for emergency department visits, fewer hospitalizations, and a lower mortality rate (34.6% vs 41.2%, p<0.001). Conclusion: The HMIP is a promising model for improving care quality and reducing medical resource utilization in HHC patients. While this suggests that the non-HMIP model should be replaced, it's important to note that both non-HMIP and HMIP models currently coexist. The HMIP may serve as an important reference for other nations seeking to improve care quality and reduce medical resource utilization in their own HHC systems.


Assuntos
Serviços de Assistência Domiciliar , Humanos , Taiwan , Masculino , Feminino , Estudos Retrospectivos , Idoso , Idoso de 80 Anos ou mais , Hospitalização/estatística & dados numéricos , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Serviço Hospitalar de Emergência/estatística & dados numéricos , Programas Nacionais de Saúde , Pessoa de Meia-Idade , Prestação Integrada de Cuidados de Saúde , Custos de Cuidados de Saúde , Qualidade da Assistência à Saúde
12.
J Clin Med ; 13(15)2024 Aug 05.
Artigo em Inglês | MEDLINE | ID: mdl-39124827

RESUMO

Background/Objectives: Benign paroxysmal positional vertigo (BPPV) is the most common cause of recurrent vertigo and the most common peripheral vestibular disorder. It is characterized by intense vertigo triggered by head and position changes. This study investigates the risk of subsequent injury in BPPV patients and the effects of treatment. Methods: A population-based retrospective cohort study was conducted using data from the Longitudinal Health Insurance Database 2005 in Taiwan. Patients with and without BPPV were identified between 2000 and 2017. The study outcomes were diagnoses of all-cause injuries. The Kaplan-Meier method determined the cumulative incidence rates of injury in both cohorts, and a log-rank test analyzed the differences. Cox proportional hazard models calculated each cohort's 18-year hazard ratios (HRs). Results: We enrolled 50,675 patients with newly diagnosed BPPV and 202,700 matched individuals without BPPV. During follow-up, 47,636 patients were diagnosed with injuries (13,215 from the BPPV cohort and 34,421 from the non-BPPV cohort). The adjusted HR for injury in BPPV patients was 2.63 (95% CI, 2.49-2.88). Subgroup analysis showed an increased incidence of unintentional and intentional injuries in BPPV patients (aHR 2.86; 95% CI, 2.70-3.13 and 1.10; 95% CI, 1.04-1.21, respectively). A positive dose-response relationship was observed with increasing BPPV diagnoses. Treatment with canalith repositioning therapy (CRT) or medications reduced the risk of injury slightly but not significantly (aHR, 0.78; 95% CI, 0.37-1.29, 0.88; 95% CI, 0.40-1.40, respectively). Conclusions: BPPV is independently associated with an increased risk of injuries. CRT or medications have limited effects on mitigating this risk. Physicians should advise BPPV patients to take precautions to prevent injuries even after treatment.

14.
Ecol Evol ; 14(8): e70207, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-39193171

RESUMO

Despite concerns about overfishing and the potential impact of release programs on wild populations, our study of 3116 individuals from 13 wild populations and 2787 individuals from two cultured populations in Zhejiang and Fujian provinces spanning 2008 to 2023 reveals a relatively stable genetic diversity in Larimichthys crocea. Surprisingly, the genetic diversity of wild large yellow croaker populations has remained consistent over the years, suggesting minimal influence from population declines due to overfishing. With the exception of populations in Sansha Bay and Luoyuan Bay, no significant genetic differences were observed among wild populations, indicating a single panmictic genetic population across the East and South China seas. Notably, significant genetic differentiation exists between cultured and wild populations, suggesting a possible limited genetic adaptation of cultured-released individuals to the wild environment. The genetic differences observed between the Sansha Bay, with its adjacent Luoyuan Bay populations, and other wild populations underscore the dual effects of habitat environment and farming activities on the genetic structure of large yellow croaker. Our findings suggest that, despite declines in population numbers due to overfishing and expands extensive cultured releases, the genetic diversity of L. crocea populations remains largely unaffected. Moreover, the L. crocea population along the Chinese coast appears to form a single panmictic population with considerable genetic diversity.

15.
Alzheimers Dement (Amst) ; 16(3): e12604, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39092182

RESUMO

Introduction: Depression and its components significantly impact dementia prediction and severity, necessitating reliable objective measures for quantification. Methods: We investigated associations between emotion-based speech measures (valence, arousal, and dominance) during picture descriptions and depression dimensions derived from the geriatric depression scale (GDS, dysphoria, withdrawal-apathy-vigor (WAV), anxiety, hopelessness, and subjective memory complaint). Results: Higher WAV was associated with more negative valence (estimate = -0.133, p = 0.030). While interactions of apolipoprotein E (APOE) 4 status with depression dimensions on emotional valence did not reach significance, there was a trend for more negative valence with higher dysphoria in those with at least one APOE4 allele (estimate = -0.404, p = 0.0846). Associations were similar irrespective of dementia severity. Discussion: Our study underscores the potential utility of speech biomarkers in characterizing depression dimensions. In future research, using emotionally charged stimuli may enhance emotional measure elicitation. The role of APOE on the interaction of speech markers and depression dimensions warrants further exploration with greater sample sizes. Highlights: Participants reporting higher apathy used more negative words to describe a neutral picture.Those with higher dysphoria and at least one APOE4 allele also tended to use more negative words.Our results suggest the potential use of speech biomarkers in characterizing depression dimensions.

16.
Int J Med Inform ; 191: 105590, 2024 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-39142178

RESUMO

BACKGROUND: Prediction of mortality is very important for care planning in hospitalized patients with dementia and artificial intelligence has the potential to serve as a solution; however, this issue remains unclear. Thus, this study was conducted to elucidate this matter. METHODS: We identified 10,573 hospitalized patients aged ≥ 45 years with dementia from three hospitals between 2010 and 2020 for this study. Utilizing 44 feature variables extracted from electronic medical records, an artificial intelligence (AI) model was constructed to predict death during hospitalization. The data was randomly separated into 70 % training set and 30 % testing set. We compared predictive accuracy among six algorithms including logistic regression, random forest, extreme gradient boosting (XGBoost), Light Gradient Boosting Machine (LightGBM), multilayer perceptron (MLP), and support vector machine (SVM). Additionally, another set of data collected in 2021 was used as the validation set to assess the performance of six algorithms. RESULTS: The average age was 79.8 years, with females constituting 54.5 % of the sample. The in-hospital mortality rate was 6.7 %. LightGBM exhibited the highest area under the curve (0.991) for predicting mortality compared to other algorithms (XGBoost: 0.987, random forest: 0.985, logistic regression: 0.918, MLP: 0.898, SVM: 0.897). The accuracy, sensitivity, positive predictive value, and negative predictive value of LightGBM were 0.943, 0.944, 0.943, 0.542, and 0.996, respectively. Among the features in LightGBM, the three most important variables were the Glasgow Coma Scale, respiratory rate, and blood urea nitrogen. In the validation set, the area under the curve of LightGBM reached 0.753. CONCLUSIONS: The AI prediction model demonstrates strong accuracy in predicting in-hospital mortality among patients with dementia, suggesting its potential implementation to enhance future care quality.


Assuntos
Inteligência Artificial , Demência , Mortalidade Hospitalar , Humanos , Feminino , Masculino , Idoso , Demência/mortalidade , Idoso de 80 Anos ou mais , Algoritmos , Pessoa de Meia-Idade , Registros Eletrônicos de Saúde/estatística & dados numéricos , Máquina de Vetores de Suporte , Modelos Logísticos , Hospitalização/estatística & dados numéricos
17.
Belitung Nurs J ; 10(4): 456-463, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39211453

RESUMO

Background: Patients with breast cancer face a complex situation upon receiving their diagnosis and considering future treatment options. In Indonesian culture, relatives and others significantly influence decision-making processes. Understanding the perspectives of Indonesian women with breast cancer regarding treatment decision-making can enhance satisfaction with the care provided. Objective: This study aimed to explore the experiences of Indonesian women with breast cancer regarding treatment decision-making. Methods: A qualitative descriptive study design was utilized. Purposive sampling was employed to select the study participants. In-depth interviews were conducted with 15 women with breast cancer between March and June 2023. The data were analyzed using thematic analysis. Results: Three main themes were developed: 1) Emotional impact and uncertainty in cancer care, 2) Clear communication and support for patients, and 3) Family-centered decision-making in treatment planning. Conclusion: This study highlights the perspectives of Indonesian women with breast cancer on treatment decision-making. Nurses play a crucial role in providing clear information to patients and their families during the decision-making process. Understanding the experiences of women with breast cancer can help support and empower patients through effective communication while they undergo treatment.

18.
World Neurosurg ; 2024 Sep 07.
Artigo em Inglês | MEDLINE | ID: mdl-39182833

RESUMO

OBJECTIVE: To evaluate the effects of a multimodal management technique combining surgical muscle wrapping, clipping, and flow-diverter stent (FDS) placement in patients with ruptured blood blister-like aneurysms (BBAs) in the internal carotid artery (ICA). METHODS: In a retrospective case series review from 2020 to 2023, 3 patients with ruptured ICA BBAs underwent multimodal management, an approach combining muscle wrapping, surgical clipping, and FDS embolization. The aneurysm sac was initially packed and wrapped with multiple tailored temporalis muscle grafts and then secured using fenestration clips, with good preservation of the ICA branches. The FDS was placed 2-3 weeks after the clipping. RESULTS: All 3 patients had right ICA BBAs (mean age, 52 years). The modified Hunt and Hess grades ranged from 2 to 3, and the Fisher grades ranged from 3 to 4. The mean angiography follow-up time was 27.7 months (15, 31, and 37 months). There were no instances of symptomatic vasospasm or visible ischemic stroke during follow-up computed tomography. No patient required cerebrospinal fluid shunt implantation, and all achieved favorable neurological outcomes (modified Rankin scale 0-1). Follow-up digital subtraction angiography revealed no evidence of aneurysm recurrence or significant ICA stenosis. CONCLUSIONS: We discuss a promising multimodal management approach for ruptured ICA BBAs combining muscle wrapping, surgical clipping, and FDS embolization. This technique was safe and effective in preventing re-rupture, achieving positive short-term clinical outcomes. Further research and more extensive studies are required to validate the long-term efficacy of this approach.

19.
Anesth Analg ; 2024 Aug 21.
Artigo em Inglês | MEDLINE | ID: mdl-39167548

RESUMO

BACKGROUND: Although high-opioid anesthesia was long the standard for cardiac surgery, some anesthesiologists now favor multimodal analgesia and low-opioid anesthetic techniques. The typical cardiac surgery opioid dose is unclear, and the degree to which patients, anesthesiologists, and institutions influence this opioid dose is unknown. METHODS: We reviewed data from nonemergency adult cardiac surgeries requiring cardiopulmonary bypass performed at 30 academic and community hospitals within the Multicenter Perioperative Outcomes Group registry from 2014 through 2021. Intraoperative opioid administration was measured in fentanyl equivalents. We used hierarchical linear modeling to attribute opioid dose variation to the institution where each surgery took place, the primary attending anesthesiologist, and the specifics of the surgical patient and case. RESULTS: Across 30 hospitals, 794 anesthesiologists, and 59,463 cardiac cases, patients received a mean of 1139 (95% confidence interval [CI], 1132-1146) fentanyl mcg equivalents of opioid, and doses varied widely (standard deviation [SD], 872 µg). The most frequently used opioids were fentanyl (86% of cases), sufentanil (16% of cases), hydromorphone (12% of cases), and morphine (3% of cases). 0.6% of cases were opioid-free. 60% of dose variation was explainable by institution and anesthesiologist. The median difference in opioid dose between 2 randomly selected anesthesiologists across all institutions was 600 µg of fentanyl (interquartile range [IQR], 283-1023 µg). An anesthesiologist's intraoperative opioid dose was strongly correlated with their frequency of using a sufentanil infusion (r = 0.81), but largely uncorrelated with their use of nonopioid analgesic techniques (|r| < 0.3). CONCLUSIONS: High-dose opioids predominate in cardiac surgery, with substantial dose variation from case to case. Much of this variation is attributable to practice variability rather than patient or surgical differences. This suggests an opportunity to optimize opioid use in cardiac surgery.

20.
Vaccines (Basel) ; 12(8)2024 Aug 12.
Artigo em Inglês | MEDLINE | ID: mdl-39204035

RESUMO

BACKGROUND: Post-acute sequelae of SARS-CoV-2 infection (PASC) affects patients after recovering from acute coronavirus disease 2019 (COVID-19). This study investigates the impact of SARS-CoV-2 vaccination on PASC symptoms in children in Taiwan during the Omicron pandemic. METHODS: We enrolled children under 18 years with PASC symptoms persisting for more than 4 weeks. Data collected included demographics, clinical information, vaccination status, and symptom persistence. We used logistic regression models to compare symptoms in the acute and post-COVID-19 phases and to assess the association between vaccination and these symptoms. RESULTS: Among 500 PASC children, 292 (58.4%) were vaccinated, 282 (52.8%) were male, and the mean (SD) age was 7.6 (4.6) years. Vaccinated individuals exhibited higher odds of experiencing symptoms in the previous acute phase, such as cough (adjusted odds ratio [AOR] = 1.57; 95% confidence interval [CI]: 1.02-2.42), rhinorrhea/nasal congestion (AOR = 1.74; 95% CI: 1.13-2.67), sneezing (AOR = 1.68; 95% CI: 1.02-2.76), sputum production (AOR = 1.91; 95% CI: 1.15-3.19), headache/dizziness (AOR = 1.73; 95% CI: 1.04-2.87), and muscle soreness (AOR = 2.33; 95% CI: 1.13-4.80). In contrast, there were lower odds of experiencing abdominal pain (AOR = 0.49; 95% CI: 0.25-0.94) and diarrhea (AOR = 0.37; 95% CI: 0.17-0.78) in children who had received vaccination during the post-COVID-19 phase. CONCLUSIONS: This study revealed clinical features and vaccination effects in PASC children in Taiwan. Vaccination may reduce some gastrointestinal symptoms in the post-COVID-19 phase.

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