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1.
Anal Chim Acta ; 1317: 342910, 2024 Aug 15.
Artigo em Inglês | MEDLINE | ID: mdl-39030010

RESUMO

Highly sensitive and rapid detection of ethylene, the smallest alkene of great significance in human physiological metabolism remains a great challenge. In this study, we developed a new photoionization-induced substitution reaction chemical ionization time-of-flight mass spectrometry (PSCI-TOFMS) for trace exhaled ethylene detection. An intriguing ionization phenomenon involving a substitution reaction between the CH2Br2+ reactant ion and ethylene molecule was discovered and studied for the first time. The formation of readily identifiable [CH2Br·C2H4]+ product ion greatly enhanced the ionization efficiency of ethylene, which led to approximately 800-fold improvement of signal intensity over that in single photon ionization mode. The CH2Br2+ reactant ion intensity and ion-molecule reaction time were optimized, and a Nafion tube was employed to eliminate the influence of humidity on the ionization of ethylene. Consequently, a limit of detection (LOD) as low as 0.1 ppbv for ethylene was attained within 30 s at 100 % relative humidity. The application of PSCI-TOFMS on the rapid detection of trace amounts of exhaled ethylene from healthy smoker and non-smoker volunteers demonstrated the satisfactory performance and potential of this system for trace ethylene measurement in clinical diagnosis, atmospheric measurement, and process monitoring.


Assuntos
Etilenos , Etilenos/química , Etilenos/análise , Humanos , Limite de Detecção , Testes Respiratórios/métodos , Processos Fotoquímicos , Expiração , Espectrometria de Massas/métodos
2.
Int J Gen Med ; 17: 2187-2201, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38770365

RESUMO

Purpose: We explored the expression and prognostic value of GALNT6 and the tumor microenvironment of pan-cancer in humans. Methods: In this study, we explored the expression pattern of GALNT6 pan-cancer across multiple databases. The prognostic value of GALNT6 was evaluated using the Kaplan-Meier method. The types and numbers of GALNT6 gene alterations were exhibited using the cBio Cancer Genomics Portal. The correlations between GALNT6 expression and immune infiltration in cancers were analyzed using the database Tumor Immune Estimation Resource 2. We also used the Kyoto Encyclopedia of Genes and Genomes pathway and Gene Ontology analysis to investigate the molecular mechanisms of the GALNT6 gene in tumorigenesis. The expression of GALNT6 was also further verified by qPCR in lung adenocarcinoma tissues. Results: In general, compared with normal tissue, tumor tissue had a higher expression level of GALNT6. GALNT6 showed a protective effect in colon carcinoma and other cancers; however, a high expression level of GALNT6 was detrimental to survival in bladder cancer and in pheochromocytoma and paraganglioma. Mutation, amplification, and deep deletion were the three main types of GALNT6 mutations in tumors. There was a significant positive correlation between GALNT6 expression and immune infiltration of CD8+ T-cells in skin cutaneous melanoma metastasis, based on most of the algorithms used. Moreover, protein processing- and glycoprotein metabolic-associated functions were involved in the functional mechanisms of GALNT6. Conclusion: This first pan-cancer study offers a relatively comprehensive understanding of the oncogenic roles of GALNT6 across different cancer types.

3.
Asia Pac J Oncol Nurs ; 11(6): 100494, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38808012

RESUMO

Objective: Effective self-management support should be tailored to the individual. To provide personalized and targeted self-management support, a rigorous assessment tool is needed to screen the actual degree of lymphedema self-management support received by breast cancer survivors. This study aims to develop and psychometrically test the Lymphedema Self-Management Support Scale for Breast Cancer Survivors (LSMS-BCs). Methods: This study involves two phases: scale development and psychometric testing. In the scale development phase, preliminary items and domains were identified through a qualitative meta-synthesis, a quantitative systematic review, and reference to previous similar scales. Expert consultation and pilot study were conducted to refine the scale and evaluate the content validity. The psychometric characteristics were tested with 447 participants using item analysis, exploratory factor analysis (EFA), confirmatory factor analysis (CFA), reliability assessments, as well as measurement invariance. Results: A preliminary 21-item scale with four domains, basic management support, management support for limb volume reduction, role management support, and emotional management support, was constructed in the scale development phase and well supported by EFA and CFA. The scale-level content validity index was 0.983. Cronbach's α coefficient for overall scale and subscales ranged from 0.732 to 0.949. McDonald's ω ranged from 0.848 to 0.955. Excellent known-groups validity, concurrent validity, predictive validity, and measurement invariance were demonstrated. Conclusions: The LSMS-BCs is psychometrically valid and reliable. It can serve as a valuable tool for assessing and understanding the lymphedema self-management support received by breast cancer survivors.

4.
Radiother Oncol ; 197: 110339, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38795812

RESUMO

BACKGROUND: Acute nutrition-related adverse outcomes are common in head and neck cancer patients undergoing radiotherapy. Predictive models can assist in identifying high-risk patients to enable targeted intervention. We aimed to systematically evaluate predictive models for predicting severe acute nutritional symptoms, insufficient intake, tube feeding, sarcopenia, and weight loss. METHODS: We searched PubMed, Web of Science, EBSCO, Embase, WanFang, CNKI, and SinoMed. We selected studies developing predictive models for the aforementioned outcomes. Data were extracted using a predefined checklist. Risk of bias and applicability assessment were assessed using the Prediction model Risk of Bias Assessment Tool. A narrative synthesis was conducted to summarize the model characteristics, risk of bias, and performance. RESULTS: A total of 2941 studies were retrieved and 19 were included. Study outcome measure were different symptoms (n = 11), weight loss (n = 5), tube feeding (n = 3), and symptom or tube feeding (n = 1). Predictive factors mainly encompassed sociodemographic data, disease-related data, and treatment-related data. Seventeen studies reported area under the curve or C-index values ranging from 0.610 to 0.96, indicating moderate to good predictive performance. However, candidate predictors were incomplete, outcome measures were diverse, and the risk of bias was high. Most of them used traditional model development methods, and only two used machine learning. CONCLUSIONS: Most current models showed moderate to good predictive performance. However, predictors are incomplete, outcome are inconsistent, and the risk of bias is high. Clinicians could carefully select the models with better model performance from the available models according to their actual conditions. Future research should include comprehensive and modifiable indicators and prioritize well-designed and reported studies for model development.


Assuntos
Neoplasias de Cabeça e Pescoço , Humanos , Neoplasias de Cabeça e Pescoço/radioterapia , Redução de Peso , Nutrição Enteral , Estado Nutricional , Sarcopenia/etiologia
5.
Talanta ; 271: 125710, 2024 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-38295448

RESUMO

Breath exhaled hydrogen cyanide (HCN) has been identified to be associated with several respiratory diseases. Accurately distinguishing the concentration and release rate of different HCN sources is of great value in clinical research. However, there are still significant challenges due to the high adsorption and low concentration characteristics of exhaled HCN. In this study, a two-compartment kinetic model method based on negative photoionization mass spectrometry was developed to simultaneously determine the kinetic parameters including concentrations and release rates in the airways and alveoli. The influences of the sampling line diameter, length, and temperature on the response time of the sampling system were studied and optimized, achieving a response time of 0.2 s. The negative influence of oral cavity-released HCN was reduced by employing a strategy based on anatomical lung volume calculation. The calibration for HCN in the dynamic range of 0.5-100 ppbv and limit of detection (LOD) at 0.3 ppbv were achieved. Subsequently, the experiments of smoking, short-term passive smoking, and intake of bitter almonds were performed to examine the influences of endogenous and exogenous factors on the dynamic parameters of the model method. The results indicate that compared with steady-state concentration measurements, the kinetic parameters obtained using this model method can accurately and significantly reflect the changes in different HCN sources, highlighting its potential for HCN-related disease research.


Assuntos
Testes Respiratórios , Cianeto de Hidrogênio , Testes Respiratórios/métodos , Espectrometria de Massas/métodos , Cianeto de Hidrogênio/análise , Boca , Pulmão/química
6.
J Adv Nurs ; 79(12): 4778-4790, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37358074

RESUMO

AIMS: To explore predictors of lymphedema self-management behaviours among Chinese breast cancer survivors based on the Integrated Theory of Health Behaviour Change, and to clarify the interrelationship among these variables. DESIGN: Further analysis of a multicentre cross-sectional and survey-based study. METHODS: A total of 586 participants with breast cancer were recruited from December 2021 to April 2022 in different cities in China. We used self-reported questionnaires to collect data. Descriptive analysis, bivariate analysis and structural equation model were performed. RESULTS: The Integrated Theory of Health Behaviour Change is suitable for predicting lymphedema self-management behaviours. The final structural model showed good model fit. Social support, self-efficacy and lymphedema knowledge positively affected lymphedema self-management behaviours, directly and indirectly. Self-regulation acted as a crucial mediator between these variables and self-management. The direct path between social support and self-regulation was not significant. Lymphedema knowledge and social support also influenced self-management via illness perception, self-efficacy and self-regulation, sequentially. These variables explained 55.9% of the variance in lymphedema self-management behaviours. CONCLUSIONS: The modified model based on the Integrated Theory of Health Behaviour Change fitted well in predicting lymphedema self-management behaviours among breast cancer patients. Lymphedema knowledge, illness perception, self-efficacy, social support and self-regulation directly and indirectly influenced lymphedema self-management behaviours. IMPACT: This study provides a theoretical basis for the assessment and interventions of lymphedema self-management behaviours in breast cancer patients. Lymphedema self-management behaviours should be assessed regularly and comprehensively, taking these predictors into consideration to identify potential barriers. Further research is needed to explore effective interventions integrating these significant predictors. REPORTING METHOD: This study was reported following Strengthening the Reporting of Observational Studies in Epidemiology (STROBE) checklist for cross-sectional studies. PATIENT OR PUBLIC CONTRIBUTION: No patient or public contributed to the design or conduct of the study, analysis or interpretation of the data, or in the preparation of the manuscript. WHAT DOES THIS PAPER CONTRIBUTE TO THE WIDER GLOBAL CLINICAL COMMUNITY?: This study focused on identifying and predicting mechanism of self-management based on a theory of behaviour change. The results can be applied among patients with other chronic diseases or high-risk populations, and inspire the assessment and interventions facilitating self-management behaviours. STUDY REGISTRATION: This study was registered as an observational study at Chinese Clinical Trial Registry: http://www.chictr.org.cn (ChiCTR2200057084). IMPLICATIONS FOR THE PROFESSION AND/OR PATIENT CARE: For breast cancer patients with poor lymphedema self-management behaviour, attention should be raised among nurses and involved healthcare staffs that lymphedema self-management is multi-faced. Strategies targeted at improving social support, self-regulation, knowledge, self-efficacy and illness perception should be also addressed in lymphedema self-management programs, to facilitate more effective improvement of lymphedema self-management behaviours.


Assuntos
Neoplasias da Mama , Linfedema , Autogestão , Humanos , Feminino , Neoplasias da Mama/terapia , Estudos Transversais , Perspectiva de Curso de Vida , Comportamentos Relacionados com a Saúde , Linfedema/terapia
7.
BMJ Support Palliat Care ; 13(4): 445-452, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-32917650

RESUMO

OBJECTIVES: To investigate the body composition and dietary intake in the patients with head and neck cancer (HNC) during radiotherapy (RT), and explore the relationship between them. METHODS: This was a prospective, longitudinal observational study. Adult patients with HNC undergoing RT between March 2017 and August 2018 were recruited. Patients' body compositions were evaluated by bioelectrical impedance analysis, and dietary intake was recorded by 24-hour dietary recall at three time points, including baseline (T1), mid-treatment (T2) and post-treatment (T3). Patients were divided into low, middle and high energy intake groups based on the average daily energy intake (DEI). Changes in body weight (BW), fat mass (FM), fat-free mass (FFM) and skeletal muscle mass (SMM) among these three groups were compared. RESULTS: From T1 to T3, the median loss of patients' BW, FM, FFM and SMM was 4.60, 1.90, 2.60 and 1.50 kg, respectively. The loss of BW was more dramatic from T2 to T3 than that from T1 to T2. BW loss was mainly contributed by SMM loss from T1 to T2 and by FM loss from T2 to T3. Meanwhile, patients' dietary intake reduced during treatment. High DEI group had a significantly attenuated loss of patients' BW, FFM, SMM and FM compared with the low DEI group. CONCLUSION: Patients' BW, FM, FFM and SMM all significantly reduced, especially from T2 to T3, with decreased DEI during RT, which stresses the importance of nutrition intervention during the whole course of RT.


Assuntos
Composição Corporal , Neoplasias de Cabeça e Pescoço , Adulto , Humanos , Estudos Longitudinais , Estudos Prospectivos , Composição Corporal/fisiologia , Peso Corporal , Ingestão de Alimentos , Neoplasias de Cabeça e Pescoço/radioterapia
8.
Semin Oncol Nurs ; 39(3): 151378, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-36509609

RESUMO

OBJECTIVE: Advance care planning has been practiced in Western countries for several years, but non-Western cultures face challenges in implementation. This study was dedicated to translating the instrument measure into Chinese, examining its psychometric qualities and exploring the relationships among knowledge, attitudes, and practicing behaviors in advance care planning among oncology nurses in China. DATA SOURCES: The research adopted a cross-sectional design from September 3 to October 5, 2021. After translation and cultural adaptation, oncology nurses (N = 249) were involved. The research used psychometric evaluation to verify that the content validity, structural validity, internal consistency, and test-retest reliability enhanced the analytical rigorous instrument. CONCLUSION: The translated and adapted instruments showed reasonable psychometric properties. The Chinese version of the KAB-ACP for oncology nurses is a consistent, valid, and reliable instrument for assessing knowledge, attitude, and practice behavior of Chinese-speaking nurses who work in advance care planning by researchers or clinicians. IMPLICATIONS FOR NURSING PRACTICE: Measures of oncology nurses' knowledge, attitudes, and practice behaviors will allow for more targeted interventions that will improve end-of-life care outcomes.


Assuntos
Planejamento Antecipado de Cuidados , Enfermeiras e Enfermeiros , Humanos , Psicometria , Reprodutibilidade dos Testes , Conhecimentos, Atitudes e Prática em Saúde , Estudos Transversais , Competência Clínica
9.
Biochem Biophys Res Commun ; 638: 23-27, 2023 01 01.
Artigo em Inglês | MEDLINE | ID: mdl-36436338

RESUMO

Triple-negative breast cancer (TNBC) and HER2-positive breast cancer are particularly aggressive and the effectiveness of current therapies for them is limited. TNBC lacks effective therapies and HER2-positive cancer is often resistant to HER2-targeted drugs after an initial response. The recent studies have demonstrated that the combination of JAK2 inhibitors and SMO inhibitors can effectively inhibit the growth and metastasis of TNBC and HER2-positive drug resistant breast cancer cells. In this study, deep reinforcement learning was used to learn the characteristics of existing small molecule inhibitors of JAK2 and SMO, and to generate a novel library of small molecule compounds that may be able to inhibit both JAK2 and SMO. Subsequently, the molecule library was screened by molecular docking and a total of 7 compounds were selected out as dual inhibitors of JAK2 and SMO. Molecular dynamics simulations and binding free energies showed that the top three compounds stably bound to both JAK2 and SMO proteins. The binding free energies and hydrogen bond occupancy of key amino acids indicate that A8976 and A10625 has good properties and could be a potential dual-target inhibitor of JAK2 and SMO.


Assuntos
Inibidores de Janus Quinases , Neoplasias de Mama Triplo Negativas , Humanos , Simulação de Acoplamento Molecular , Simulação de Dinâmica Molecular , Neoplasias de Mama Triplo Negativas/patologia , Receptor Smoothened , Janus Quinase 2/metabolismo
10.
Head Neck ; 45(2): 380-390, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36416281

RESUMO

BACKGROUND: Evidence supporting predictive effects of pretreatment nutritional risk and nutritional status on nutrition impact symptom (NIS) clusters during radiotherapy in patients with head and neck cancer (HNC) is insufficient. METHODS: At baseline (T1 ), we collected severity and interference of NIS (Head and Neck Patient Symptom Checklist), nutritional risk, and nutritional status. During (T2 ) and at the end of radiotherapy (T3 ), we re-evaluated NIS. Symptom clusters were identified by exploratory factor analysis using mean scores of NIS severity at T2 and T3 . Predictive effects were explored by generalized estimating equations. RESULTS: Five hundred thirty-seven patients were recruited and 334 of them completed. Four clusters were identified; the oropharyngeal symptom cluster was the most severe and had the greatest interference with diet. Patients with pretreatment nutritional risk or malnutrition experienced more severe oropharyngeal symptom cluster. CONCLUSIONS: Pretreatment nutritional risk or malnutrition could predict the oropharyngeal symptom cluster in patients with HNC undergoing radiotherapy.


Assuntos
Neoplasias de Cabeça e Pescoço , Desnutrição , Humanos , Estado Nutricional , Síndrome , Neoplasias de Cabeça e Pescoço/complicações , Neoplasias de Cabeça e Pescoço/radioterapia , Desnutrição/etiologia , Dieta
11.
Front Med (Lausanne) ; 10: 1286433, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38196835

RESUMO

Objectives: This study aimed to explore the value of an artificial intelligence (AI)-assisted diagnostic system in the prediction of pulmonary nodules. Methods: The AI system was able to make predictions of benign or malignant nodules. 260 cases of solitary pulmonary nodules (SPNs) were divided into 173 malignant cases and 87 benign cases based on the surgical pathological diagnosis. A stratified data analysis was applied to compare the diagnostic effectiveness of the AI system to distinguish between the subgroups with different clinical characteristics. Results: The accuracy of AI system in judging benignity and malignancy of the nodules was 75.77% (p < 0.05). We created an ROC curve by calculating the true positive rate (TPR) and the false positive rate (FPR) at different threshold values, and the AUC was 0.755. Results of the stratified analysis were as follows. (1) By nodule position: the AUC was 0.677, 0.758, 0.744, 0.982, and 0.725, respectively, for the nodules in the left upper lobe, left lower lobe, right upper lobe, right middle lobe, and right lower lobe. (2) By nodule size: the AUC was 0.778, 0.771, and 0.686, respectively, for the nodules measuring 5-10, 10-20, and 20-30 mm in diameter. (3) The predictive accuracy was higher for the subsolid pulmonary nodules than for the solid ones (80.54 vs. 66.67%). Conclusion: The AI system can be applied to assist in the prediction of benign and malignant pulmonary nodules. It can provide a valuable reference, especially for the diagnosis of subsolid nodules and small nodules measuring 5-10 mm in diameter.

13.
Eur J Cancer Care (Engl) ; 31(6): e13743, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-36259244

RESUMO

OBJECTIVES: The study was aimed to develop and evaluate a lymphoedema self-management behaviour questionnaire (LSMBQ) for breast cancer patients. METHODS: The initial version of the behaviour questionnaire was developed based on the framework of self-management and the evidence summary of lymphoedema self-management. Two rounds of expert consultation were conducted to validate the questionnaire's content validity. A cross-sectional survey was then conducted in breast wards of two hospitals in China to evaluate the reliability and validity of this scale. Exploratory structural equation model was used to test the construct validity. T-test was used to analyse the known group validity. Structural equation model was applied to verify the relationship between self-efficacy, social support, and lymphoedema self-management behaviour to test the convergent validity. Also, the internal consistency reliability and test-retest reliability were evaluated. RESULTS: The questionnaire's content validity was satisfactory. There were 22 items included in the LSMBQ for validation and 260 completed the survey. A six-factor structure with good construct validity was identified. The result of t-test verified that patients who knew the risk of lymphoedema and those who received lymphoedema health education had higher scores of lymphoedema self-management behaviours (P < 0.05), indicating that the questionnaire has good known group validity. The fitting results of the structural equation model indicated that the 22-item questionnaire had good convergent validity. Cronbach's alpha coefficients and test-retest reliability for the total questionnaire were 0.910 and 0.875, respectively. CONCLUSIONS: The 22-item LSMBQ appears to have adequate reliability and validity to assess the lymphoedema self-management behaviours for breast cancer patients.


Assuntos
Neoplasias da Mama , Linfedema , Autogestão , Humanos , Feminino , Psicometria/métodos , Reprodutibilidade dos Testes , Neoplasias da Mama/terapia , Estudos Transversais , Inquéritos e Questionários , Linfedema/etiologia
14.
Head Neck ; 44(9): 2046-2054, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35915864

RESUMO

BACKGROUND: Body composition may influence the prognosis of head and neck cancer (HNC) patients. To find out the most crucial factors in this relationship, we explored the association between body composition and survival. METHODS: In this prospective longitudinal study, HNC patients who underwent radiotherapy (RT) from March 2017 to December 2018 were recruited. The association between body composition and survival was analyzed using Cox proportional hazard regression. RESULTS: Final analysis included 316 patients, with a median follow-up of 34.4 months. Multivariable analysis revealed that weight loss 6 months before RT and body composition changes during RT did not affect the survival outcome. However, patients with low appendicular skeletal muscle mass index (ASMI) before RT exhibited poor overall survival (OS). ASMI before RT was an independent prognostic factor for OS. CONCLUSIONS: Body composition loss was common during RT, and ASMI before RT independently influenced the survival outcomes of HNC patients.


Assuntos
Neoplasias de Cabeça e Pescoço , Composição Corporal , Neoplasias de Cabeça e Pescoço/radioterapia , Humanos , Estudos Longitudinais , Prognóstico , Estudos Prospectivos
15.
Sleep Med ; 98: 114-120, 2022 10.
Artigo em Inglês | MEDLINE | ID: mdl-35830780

RESUMO

BACKGROUND: There are increasing evidences for a direct relationship between the vascular system and obstructive sleep apnea (OSA). The aim of this study was to investigate the relationship between circulating endothelial cell specific molecule-1 (ESM-1), adhesion molecules and subclinical atherosclerosis in patients with OSA. METHODS: This was a cross-sectional study in which 161 patients with OSA and 56 controls were recruited. Demographic data, biochemical and polysomnography parameters were collected. We used a powerful high-throughput Multiplex Immunobead Assay technique to simultaneously test plasm levels of ESM-1, P-selectin, E-selectin, L-selectin, inter-cellular adhesion molecule 1 (ICAM-1), and vascular cell adhesion molecule 1 (VCAM-1). Carotid intima-media thickness (CIMT) were measured as parameters of vascular endothelial dysfunction and early atherosclerosis. RESULTS: Increasing circulating levels of ESM-1, P-selectin, E-selectin, L-selectin, ICAM-1 and VCAM-1 were found increased in patients with OSA (all P < 0.001). Furthermore, OSA patients exhibited increased CIMT than controls (P < 0.05). Multivariate linear analysis indicated that elevated ESM-1, P-Selectin, E-selectin, and L-selectin levels were associated with AHI (all P < 0.05). Moreover, multivariate analysis showed that increasing ESM-1, VCAM-1, P-Selectin, and L-selectin were significantly associated with thick CIMT in OSA patients (all P < 0.05). CONCLUSIONS: Increased circulating ESM-1 and adhesion molecules associated with thick CIMT in OSA, which is a marker of subclinical atherosclerosis. Strict attention to monitor circulating ESM-1 and adhesion molecules is necessary for early detection of subclinical atherosclerosis in OSA patients.


Assuntos
Aterosclerose , Apneia Obstrutiva do Sono , Aterosclerose/complicações , Espessura Intima-Media Carotídea , Estudos Transversais , Selectina E , Humanos , Molécula 1 de Adesão Intercelular , Selectina L , Proteínas de Neoplasias/sangue , Selectina-P , Proteoglicanas/sangue , Apneia Obstrutiva do Sono/complicações , Molécula 1 de Adesão de Célula Vascular
16.
Asia Pac J Oncol Nurs ; 9(4): 190-196, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-35571622

RESUMO

Objective: To determine whether nutritional counseling (NC) affects the dietary intake and nutritional status of head and neck cancer (HNC) patients undergoing radiotherapy (RT) in China. Methods: This historical control study enrolled 139 HNC patients in the NC group and 146 patients in the control group. Before RT, the latter received usual education about side effects. The former received three sessions (T1, before RT; T2, 3 weeks of RT; and T3, 6 to 7 weeks of RT) of individualized NC. Outcome measures were dietary intake, weight, body composition, and nutritional status. Generalized estimating equation (GEE) models were used to analyze intergroup differences. Results: The NC group had higher energy (P â€‹< â€‹0.001) and protein intake (P â€‹= â€‹0.003). However, some patients in the NC group still could not reach 60% of the recommended caloric goals (22.3% at T2 and 32.4% at T3) or protein goals (23.0% at T2 and 27.3% at T3). Although the NC group had a lower weight loss rate (ߠ​= â€‹-0.555, P â€‹= â€‹0.037), they still lost 6.15% â€‹± â€‹4.08% of weight at T3. At T2, more patients in the control group lost ≥ 5% of weight (26.0% vs 15.8%, P â€‹= â€‹0.049). More patients in the control group had malnutrition (P â€‹= â€‹0.045), but 77% of the NC group had malnutrition at T3. Conclusions: NC could effectively improve dietary intake, weight loss, and malnutrition in HNC patients receiving RT. Nevertheless, only NC was insufficient to maintain adequate intake and well-nourished status. We should adopt intensive nutritional intervention with a multidisciplinary team to enhance patients' nutritional status.

17.
Int J Med Inform ; 161: 104733, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-35299099

RESUMO

PURPOSE: To develop and validate machine learning (ML) models for cancer-associated deep vein thrombosis (DVT) and to compare the performance of these models with the Khorana score (KS). METHODS: We randomly extracted data of 2100 patients with cancer between Jan. 1, 2017, and Oct. 31, 2019, and 1035 patients who underwent Doppler ultrasonography were enrolled. Univariate analysis and Lasso regression were applied to select important predictors. Model training and hyperparameter tuning were implemented on 70% of the data using a ten-fold cross-validation method. The remaining 30% of the data were used to compare the performance with seven indicators (area under the receiver operating characteristic curve [AUC], sensitivity, specificity, accuracy, balanced accuracy, Brier score, and calibration curve), among all five ML models (linear discriminant analysis [LDA], logistic regression [LR], classification tree [CT], random forest [RF], and support vector machine [SVM]), and the KS. RESULTS: The incidence of cancer-associated DVT was 22.3%. The top five predictors were D-dimer level, age, Charlson Comorbidity Index (CCI), length of stay (LOS), and previous VTE (venous thromboembolism) history according to RF. Only LDA (AUC = 0.773) and LR (AUC = 0.772) outperformed KS (AUC = 0.642), and combination with D-dimer showed improved performance in all models. A nomogram and web calculator https://webcalculatorofcancerassociateddvt.shinyapps.io/dynnomapp/ were used to visualize the best recommended LR model. CONCLUSION: This study developed and validated cancer-associated DVT predictive models using five ML algorithms and visualized the best recommended model using a nomogram and web calculator. The nomogram and web calculator developed in this study may assist doctors and nurses in evaluating individualized cancer-associated DVT risk and making decisions. However, other prospective cohort studies should be conducted to externally validate the recommended model.


Assuntos
Neoplasias , Trombose Venosa , Humanos , Modelos Logísticos , Aprendizado de Máquina , Neoplasias/complicações , Neoplasias/epidemiologia , Estudos Prospectivos , Trombose Venosa/diagnóstico , Trombose Venosa/epidemiologia , Trombose Venosa/etiologia
18.
Nutr Cancer ; 74(8): 2920-2929, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35225113

RESUMO

Studies regarding malnutrition in patients with nasopharyngeal carcinoma (NPC) using the Global Leadership Initiative in Malnutrition (GLIM) criteria are still limited. Our study aimed to investigate the prevalence of malnutrition using the GLIM criteria in NPC patients receiving radiotherapy and explore the relationship between pre-radiotherapy (pre-RT) malnutrition and survival. A total of 113 NPC patients were enrolled for nutritional assessment using the GLIM criteria at different radiotherapeutic time points, and related toxicities were graded. Regarding the results, 19 patients (16.8%) were malnourished before radiotherapy and 103 patients (91.2%) were malnourished at the end of radiotherapy. Among the phenotypic GLIM criteria, low fat-free muscle index (FFMI) before radiotherapy was associated with mucositis and radiodermatitis (p < 0.05). Importantly, patients with malnutrition before radiotherapy had significantly poorer 2-year progression free survival (PFS) than the patients being well-nourished (62.1% vs. 88.9%, p = 0.015). From the multivariate Cox regression model, being-well nourished before radiotherapy was the protective factor for PFS (HR: 0.27; 95%CI: 0.089-0.85; p = 0.023) and male was the risk factor for PFS (HR: 7.25; 95%CI: 1.548-34.00; p = 0.012). In conclusion, malnutrition according to the GLIM criteria is common in NPC patients undergoing radiotherapy, and pre-RT malnutrition is correlated with survival.Supplemental data for this article is available online at https://doi.org/10.1080/01635581.2022.2044059.


Assuntos
Desnutrição , Neoplasias Nasofaríngeas , Humanos , Liderança , Masculino , Desnutrição/etiologia , Carcinoma Nasofaríngeo/radioterapia , Neoplasias Nasofaríngeas/radioterapia , Avaliação Nutricional , Estado Nutricional
19.
Eur J Oncol Nurs ; 53: 101943, 2021 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-34281789

RESUMO

PURPOSE: Our study aims to investigate dietary intake characteristics and their association with skeletal muscle mass in head and neck cancer patients treated with radiotherapy. METHODS: From March 2017 to August 2018, patients with head and neck cancer who received radiotherapy at our affiliated hospital were enrolled. Dietary intake was assessed through 24-hr dietary recall and skeletal muscle mass was evaluated by bioelectrical impedance analysis at three-time points. Appendicular skeletal muscle mass was adjusted for height squared defined sarcopenia and correlated with dietary intake by generalized estimating equations (GEE). RESULTS: This study sample comprised 287 patients [median age: 54 years; 187 (65.2%) men]. Median dietary intake at post-treatment was 14.95 kcal/kg/day energy and 0.63 g/kg/day protein. Skeletal muscle mass decreased significantly in all patients. The prevalence of sarcopenia increased from 24.4% before treatment to 46.7% at the end of treatment. Exploratory univariate GEE analysis revealed that radiotherapy time-point, male-gender, age ≥60 and decreased dietary energy intake significantly impacted on muscle loss represented by the appendicular skeletal muscle index. After controlling covariates, dietary energy intake was only positively associated with muscle loss in women (P = 0.013, 95% CI = 0.003-0.027) but not in men (P = 0.788, 95% CI = -0.007-0.009). CONCLUSION: While the loss in skeletal muscle is more prevalent in men receiving radiotherapy, the effects of dietary energy intake were only associated with women. A prospective randomized clinical trial is required to identify the appropriate amount of dietary energy supplement by gender in cancer patients treated with radiotherapy.


Assuntos
Neoplasias de Cabeça e Pescoço , Sarcopenia , Ingestão de Alimentos , Feminino , Neoplasias de Cabeça e Pescoço/patologia , Neoplasias de Cabeça e Pescoço/radioterapia , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Músculo Esquelético/patologia , Prevalência , Estudos Prospectivos , Sarcopenia/epidemiologia , Sarcopenia/etiologia , Sarcopenia/patologia
20.
Asia Pac J Oncol Nurs ; 8(4): 369-376, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-34159229

RESUMO

OBJECTIVE: The objective of this study was to explore the interrelationship between anticipatory grief (AG), caregiver burden, communication, preparation for death, and coping style. METHODS: A convenience sample of 256 Chinese family caregivers of patients with advanced cancer were recruited from an academic cancer hospital between April 2018 and May 2019. This cross-sectional survey included the AG Scale, caregiver burden (Caregiver Reaction Assessment), communication (Caregivers' Communication with Patients about Illness and Death Scale), preparation for death, and coping style (Simplified Coping Style Questionnaire). Structural equation modeling tested the interrelation between them. RESULTS: The final model fitted the data acceptably (χ2 = 25.79, degrees of freedom = 17, P = 0.08, root mean square error of approximation = 0.05, goodness-of-fit index [GFI] = 0.98, adjusted GFI [AGFI] = 0.95, parsimony GFI [PGFI] = 0.46, normed fit index = 0.94, comparative fit index = 0.98). Poor communication contributed to less preparation for death and caregiver burden, which further aggravate AG. Communication was positively associated with AG. In addition, communication and positive coping style interacted to further influence caregiver burden. CONCLUSIONS: Preliminary results supported the model and showed that poor communication, less preparation for death, and caregiver burden contributed to AG while positive coping alleviated AG. Findings suggest the need for further studies to explore effective intervention for communication, preparation for death, burden, and coping style of caregivers to ultimately alleviate AG.

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