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1.
Qual Life Res ; 33(7): 1807-1818, 2024 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-38735915

RESUMO

PURPOSE: To examine whether a 7-day or 24-h recall period of Perioperative Symptom Assessment for Patients Undergoing Lung Surgery (PSA-Lung) was appropriate for symptom assessment after discharge. METHODS: A total of 377 patients were recruited in a cohort study of patients who underwent lung surgery. We measured patient symptoms daily and weekly using the two recall period versions of the PSA-Lung scale, respectively. The psychometric properties of both versions were calculated. Spearman rank correlation coefficients and kappa (k) coefficients were used to measure the association between items score measured by the two version scales each week. Cohen's d effect size and mixed linear model were used to measure responsiveness to change over time. RESULTS: Spearman rank correlation coefficients between the symptom scores generated by the 7-day and 24-h versions (range 0.48-0.77; all P < 0.05). The correlations increased in patients in stable condition (weekly symptom change < 2). Cronbach's α coefficients for both ratings were > 0.87 and both had good test-retest reliability. The longitudinal analysis and Cohen's d effect sizes showed that both ratings had good ability to detect changes in all items. CONCLUSION: The 7-day retrospective scale was as effective as the 24-h retrospective scale in terms of psychometric performance. In the stage where the patient's symptoms change rapidly, it is recommended to use the 24-h retrospective scale for symptom monitoring. On the contrary, in a stable state, it can be considered to use the 7-day retrospective scale for monitoring to reduce the patient's burden.


Assuntos
Alta do Paciente , Psicometria , Humanos , Feminino , Masculino , Pessoa de Meia-Idade , Idoso , Avaliação de Sintomas , Inquéritos e Questionários , Reprodutibilidade dos Testes , Qualidade de Vida , Estudos de Coortes , Adulto , Pulmão/cirurgia , Pulmão/fisiopatologia
2.
Sleep Breath ; 28(1): 441-448, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37434013

RESUMO

PURPOSE: The purpose of this study was to identify longitudinal heterogeneous trajectories of sleep status, adjusted for the effect of pain over time, among patients who had surgery for lung cancer and to quantify how disturbed sleep in the hospital affects functional recovery after discharge. METHODS: We included patients from a surgical cohort (CN-PRO-Lung 1). All patients reported symptoms using the MD Anderson Symptom Inventory-Lung Cancer (MDASI-LC) daily during postoperative hospitalization. Group-based dual trajectory modeling was used to investigate trajectories of disturbed sleep and pain during the first 7 days of postoperative hospitalization. Cox regression was used to compare the recovery of walking ability between the different sleep trajectories. RESULTS: Among 421 patients, disturbed sleep trajectories comprised low (31%), moderate (52%), and high (17%) groups. The surgical approach and number of chest tubes were associated with pain, and the number of chest tubes was also associated with sleep disturbances (OR = 1.99; 95% CI: 1.08-3.67). Recovery of walking ability after discharge was significantly slower in the high (median days = 16; 95% CI: 5-NA) and moderate disturbed sleep trajectory groups (median days = 5; 95%CI: 4-6) than in the low group (median days = 3; 95% CI: 3-4). CONCLUSION: Changes in disturbed sleep among patients with lung cancer followed three distinct trajectories over the first 7 days of hospitalization after surgery. Dual trajectory analyses highlighted the high concordance between specific trajectories of disturbed sleep and pain. Patients at high sleep disturbance and high levels of pain may benefit from appropriate interventions for both symptoms in combination with the patient's surgical approach and the number of chest tubes.


Assuntos
Neoplasias Pulmonares , Transtornos do Sono-Vigília , Humanos , Neoplasias Pulmonares/cirurgia , Neoplasias Pulmonares/complicações , Dor/complicações , Hospitalização , Transtornos do Sono-Vigília/diagnóstico , Transtornos do Sono-Vigília/epidemiologia , Transtornos do Sono-Vigília/complicações , Sono , Medidas de Resultados Relatados pelo Paciente
3.
J Natl Compr Canc Netw ; 21(8): 821-830.e3, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-37549911

RESUMO

BACKGROUND: Radiotherapy (RT) causes adverse events for which there are no effective treatments. This study investigated the clinical benefits of compound Kushen injection (CKI) in managing radiation injury in patients with lung cancer. METHODS: A multicenter, open-label, randomized clinical trial randomly assigned patients with lung cancer to receive either CKI (20 mL/d for at least 4 weeks) integrated with curative RT (RT + CKI group; n=130) or RT alone (control group; n=130). The primary outcome was the incidence of grade ≥2 radiation-induced lung injury (RILI) in the lungs, esophagus, or heart. Secondary outcomes included patient-reported symptoms, quality of life, objective response rate (ORR), and toxic effects. RESULTS: During the 16-week trial, the RT + CKI group had a significantly lower incidence of grade ≥2 RT-related injury than the control group (12.3% [n=16] vs 23.1% [n=30]; P=.02). Compared with the control group, the RT + CKI group experienced a significant decrease in moderate-to-severe symptoms of fatigue, cough, and pain (P<.001 for the treatment and time interaction term); significantly less physical symptom interference (P=.01); and significantly better quality of life by the end of the trial (P<.05). No statistically significant difference in ORR was found. Adverse reactions associated with CKI were rare. CONCLUSIONS: This study demonstrated low toxicity of CKI and its effectiveness in patients with lung cancer in reducing the incidence of grade ≥2 RILI and symptom burden, improving patients' quality of life.


Assuntos
Antineoplásicos , Medicamentos de Ervas Chinesas , Neoplasias Pulmonares , Humanos , Qualidade de Vida , Neoplasias Pulmonares/radioterapia , Neoplasias Pulmonares/tratamento farmacológico , Antineoplásicos/uso terapêutico , Medicamentos de Ervas Chinesas/efeitos adversos
4.
Int J Hyperthermia ; 40(1): 2211753, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37211351

RESUMO

OBJECTIVE: To investigate the influencing factors of ultrasound-guided HIFU (USgHIFU) ablation for adenomyosis with a non-perfused volume ratio (NPVR)≥50%. METHODS: A total of 299 patients with adenomyosis who underwent USgHIFU ablation were enrolled. Quantitative signal intensity (SI) analysis was performed on T2WI and dynamic enhancement type. The energy efficiency factor (EEF) was defined as the ultrasound energy delivered for ablating 1 mm3 of tissue. NPVR ≥ 50% was used as the criterion for technical success. Adverse effects and complications were recorded. Logistic regression analyses of variables were conducted to identify the factors affecting NPVR ≥ 50%. RESULTS: The median NPVR was 53.5% (34.7%). There were 159 cases in the NPVR ≥ 50% group and 140 cases in the NPVR < 50% group. The EEF in NPVR < 50.0% group was significantly higher than that in NPVR ≥ 50% group (p < 0.05). The incidence of intraoperative adverse effects and postoperative adverse events in the NPVR < 50% group were higher than those in the NPVR ≥ 50% group (p < 0.05 for both). Logistic regression analysis showed that abdominal wall thickness, SI difference on T2WI between adenomyosis and rectus abdominis, and enhancement type on T1WI were protective factors for NPVR ≥ 50% (p < 0.05), while the history of childbirth was an independent risk factor (p < 0.001). CONCLUSIONS: Compared with NPVR < 50%, NPVR ≥ 50% did not increase the intraprocedural and postprocedural adverse reactions. The possibility of NPVR ≥ 50% was higher in patients with thinner abdominal walls, showed slight enhancement of adenomyosis on T1WI, with a history of childbirth, or in whom the SI difference on T2WI between adenomyosis and rectus abdominis was more minor.


Assuntos
Adenomiose , Ablação por Ultrassom Focalizado de Alta Intensidade , Feminino , Gravidez , Humanos , Adenomiose/diagnóstico por imagem , Adenomiose/cirurgia , Ablação por Ultrassom Focalizado de Alta Intensidade/efeitos adversos , Ultrassonografia , Fatores de Risco , Parto Obstétrico , Resultado do Tratamento , Imageamento por Ressonância Magnética , Estudos Retrospectivos
5.
J Obstet Gynaecol Res ; 49(4): 1189-1197, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-36733261

RESUMO

AIM: To compare the therapeutic efficacy of ultrasound-guided high-intensity focused ultrasound (USgHIFU) in the treatment of adenomyosis with different signal intensity (SI) on T2-weighted images (T2WI). METHODS: A total of 299 adenomyosis patients who underwent HIFU and completed a one-year follow-up were retrospectively reviewed. Based on the SI values of adenomyosis relative to myometrium and endometrium on T2WI MRI, the patients were classified into three groups: the hypointense adenomyosis (Hypo-AM) group, the isointense adenomyosis (Iso-AM) group, and the hyperintense adenomyosis (Hyper-AM) group. The non-perfused volume ratio (NPVr) and relief of dysmenorrhea were used to assess the therapeutic efficacy. Optimal cutpoints (CPs) of NPVr were determined using the postoperative dysmenorrhea score as an anchor. Logistic regression analysis was used to test the relationship between the NPVr and SI. RESULTS: The clinical effectiveness rate was significantly lower in the Hyper-AM group than in the Hypo-AM and Iso-AM groups (P < 0.05 for both). The NPVr in the Hypo-AM and Iso-AM groups were significantly higher than that in the Hyper-AM group (P < 0.05 for both). The optimal CP was 54.0% for NPVr. Logistic regression analysis showed that the SI on T2WI was an effect factor for NPVr (P < 0.05), and the probability of NPVr ≥54.0% decreased continuously as the SI of adenomyosis increased. CONCLUSIONS: The NPVr of 54.0% has a clinically significant impact on dysmenorrhea scores in patients. The efficiency of the Hypo-AM and Iso-AM was better than that of the Hyper-AM.


Assuntos
Adenomiose , Ablação por Ultrassom Focalizado de Alta Intensidade , Feminino , Humanos , Adenomiose/complicações , Adenomiose/diagnóstico por imagem , Adenomiose/cirurgia , Dismenorreia/cirurgia , Estudos Retrospectivos , Ablação por Ultrassom Focalizado de Alta Intensidade/métodos , Resultado do Tratamento , Imageamento por Ressonância Magnética/métodos , Ultrassonografia de Intervenção/métodos
6.
Mol Biol Rep ; 49(7): 5805-5810, 2022 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-35715602

RESUMO

BACKGROUND: Epilepsy is characterised by abnormal neuronal discharges, including aberrant expression of extracellular matrix (ECM) components and synaptic plasticity stabilisation. Matrix metalloproteinases (MMPs) and tissue inhibitors of metalloproteinases (TIMPs) interact to remodel the ECM in the central nervous system (CNS), to modulate synaptic plasticity in epileptogenesis. METHODS AND RESULTS: In the present study, the expression of MMP activators (tPA and uPA), 10 MMPs, and 3 TIMPs was detected by western blot analysis and quantitative polymerase chain reaction (RT-qPCR) to assess their potential pathogenetic role in the epileptogenesis in the hippocampus of lithium-pilocarpine hydrochloride-induced epileptic rats. Our results showed that The expression of MMP7 and MMP14 was impeded in the hippocampus of lithium-pilocarpine-induced acute epileptic rats compared with that in controls. The transcriptional level of tPA was enhanced on day 1 post-seizure in the hippocampus, while the levels of several MMPs and TIMPs did not change on days 1 and 3 post-seizure compared with that in controls. CONCLUSIONS: The expression of MMPs and TIMPs reflects a novel feature of epileptogenesis and may offer new perspectives for future therapeutic interventions.


Assuntos
Epilepsia , Pilocarpina , Animais , Epilepsia/induzido quimicamente , Hipocampo/metabolismo , Lítio , Metaloproteinases da Matriz/metabolismo , Ratos , Convulsões , Inibidores Teciduais de Metaloproteinases/metabolismo
7.
Support Care Cancer ; 30(9): 7705-7713, 2022 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-35695932

RESUMO

PURPOSE: To establish a discharge cutoff point (CP) on a simple patient-reported cough score to identify patients requiring post-discharge cough intervention. METHODS: Data were extracted from a prospective cohort study of patients undergoing lung cancer surgery. Symptoms were assessed using the MD Anderson Symptom Inventory-Lung Cancer Module. Group-based trajectory modeling was used to identify patient subgroups defined by post-discharge cough trajectories. Generalized linear model and bootstrap resampling with 2000 samples were used to determine the optimal cutoff points of discharge cough scores and their robustness. Analysis of variance, chi-square test, and mixed-effects model were used to validate the optimal cutoff points. RESULTS: The cough trajectories of post-discharge followed three patterns (high, middle, low); higher cough was associated with poor recovery of the enjoyment of life within 4 weeks after discharge (P < 0.001). The CP (3, 6) of discharge cough demonstrated as the optimal CP (F = 21.72). When discharged, 45.66% (179/392) of patients suffered a none/mild cough (0-2 points), 41.82% (164/392) suffered a moderate cough (3-5 points), and 12.5% (49/392) suffered a severe cough (6-10 points). Among these patients, there was a significant difference in the proportion of returning to work at 1 month after discharge (non-mild: 77.70%; moderate: 60.74%; severe: 48.57%; p < 0.001). CONCLUSIONS: Moderate-to-severe cough is relatively common in patients undergoing lung cancer surgery, and the higher the cough trajectory, the worse the recovery to normal life. Therefore, these patients with a cough score ≥ 3 or ≥ 6 at discharge may require additional medical intervention and extensive care.


Assuntos
Tosse , Neoplasias Pulmonares , Assistência ao Convalescente , Tosse/epidemiologia , Tosse/etiologia , Humanos , Neoplasias Pulmonares/cirurgia , Alta do Paciente , Estudos Prospectivos
8.
BMC Womens Health ; 22(1): 372, 2022 09 10.
Artigo em Inglês | MEDLINE | ID: mdl-36088381

RESUMO

OBJECTIVE: To demonstrate the applicability and adaptability of uterine fibroid symptoms and quality of life (UFS-QoL) in assessing the efficacy of treatment in Chinese populations. METHODS: This is a secondary analysis of a prospective cohort study involving 20 Chinese hospitals and 2,411 Chinese women with fibroids. Patients completed UFS-QoL and short form-36 (SF-36) at pre-surgery, 6-month and 12-month post-treatments. Internal consistency of the quality of life assessed by the UFS-QoL questionnaire using Cronbach's α coefficient (α). Principal axis factor analysis with orthogonal rotation was established to investigate relationships between items and subscales. Concurrent validity refers to the Spearman's correlation estimate of the correlation between UFS-QoL and SF-36. Using effect size and standardized response mean, the ability to detect change was evaluated by comparing pre- and post-6-month and post-12-month treatment scores. RESULTS: Exploratory factor analysis yielded six subscales (concern, activities, energy/mood, control, self-consciousness, and sexual function) with eigenvalues > 1 in UFS-QoL. A 63.61% total variance was explained by the test items. Ceiling effects of self-consciousness and sexual functioning subscales from UFS-QoL were > 15%. UFS-QoL showed a positive and moderate correlation with SF-36 to establish good concurrent validity. And showed good consistency reliability (Cronbach α > 0.7 in all subscales), ability to detect change after treatment. This excluded self-consciousness (α = 0.56), which demonstrated the lowest effect size (0.38) and standardized response means (0.38) 6- and 12-months post-treatment. CONCLUSIONS: Symptom severity, activity, and mood subscales of the Chinese UFS-QoL were valid and reliable. However, the self-consciousness domain needs further investigation on cultural adaptation, such as cognitive debriefing for how Chinese interpret these questions.


Assuntos
Leiomioma , Neoplasias Uterinas , China , Feminino , Humanos , Leiomioma/diagnóstico , Estudos Prospectivos , Psicometria , Qualidade de Vida , Reprodutibilidade dos Testes , Neoplasias Uterinas/diagnóstico , Neoplasias Uterinas/terapia
9.
BMJ Open ; 14(1): e074488, 2024 01 12.
Artigo em Inglês | MEDLINE | ID: mdl-38216177

RESUMO

OBJECTIVES: We aimed to explore the epidemiological characteristics of suspected adenomyosis within a physical examination population in China. DESIGN: A retrospective, nested case-control study; we matched healthy people and those with potential adenomyosis on a 1:2 ratio by age. SETTING: A tertiary hospital health management centre. PARTICIPANTS: We included 15-60 years old women who underwent at least one uterine examination from October 2017 to December 2020, excluding those who had undergone hysterectomy and menopause. PRIMARY AND SECONDARY OUTCOME MEASURES: We estimated the incidence and prevalence rate of suspected adenomyosis. Conditional logistic regression was used to estimate associations between serum biomarkers and potential adenomyosis. Areas under the receiver-operating characteristic curves (AUC) were used to determine the cut-off point of the cancer antigen 125 (CA125) level for suspected adenomyosis. RESULTS: A total of 30 629 women had uterus-related imaging examinations; 877 had suspected adenomyosis. The standardised incidence and prevalence of suspected adenomyosis was 1.32% and 2.35%, respectively, for all age groups. The conditional logistic regression analysis results showed that total bilirubin≥18.81 µmol/L (HR: 2.129; 95% CI 1.067 to 4.249; p<0.0321) and CA125 levels (HR: 1.014; 95% CI 1.002 to 4.731; p<0.0273) were positively correlated with onset of suspected adenomyosis; body mass index>24 kg/m2 (HR: 1.262; 95% CI 1.055 to 1.511; p<0.0109), CA125 levels (HR: 1.007; 95% CI 1.006 to 1.009; p<0.0001), and blood platelet levels (HR: 1.002; 95% CI 1 to 1.003; p<0.0141) were positively correlated with potential adenomyosis. The optimal cut-off of CA125 for new suspected adenomyosis was 10.714 U/mL, with a sensitivity of 77.42%, specificity of 53.76%, and AUC of 0.7841 (95% CI 0.7276 to 0.8407). CONCLUSIONS: The disease burden of suspected adenomyosis remains huge and can be informed by biomarkers. The disease-specific threshold of CA125 will support further preventive strategy development in population. TRIAL REGISTRATION NUMBER: ChiCTR2100049520, 2021/8/2.


Assuntos
Adenomiose , Feminino , Humanos , Adolescente , Adulto Jovem , Adulto , Pessoa de Meia-Idade , Adenomiose/diagnóstico , Adenomiose/epidemiologia , Adenomiose/complicações , Estudos de Casos e Controles , Estudos Retrospectivos , Histerectomia , Antígeno Ca-125
10.
J Cardiothorac Surg ; 19(1): 398, 2024 Jun 27.
Artigo em Inglês | MEDLINE | ID: mdl-38937786

RESUMO

PURPOSE: Symptom assessment based on patient-reported outcome (PRO) can correlate with disease severity, making it a potential tool for threshold alerts of postoperative complications. This study aimed to determine whether shortness of breath (SOB) scores on the day of discharge could predict the development of post-discharge complications in patients who underwent lung cancer surgery. METHODS: Patients were from a study of a dynamic perioperative rehabilitation cohort of lung cancer patients focusing on patient-reported outcomes. Patients were assessed using the Perioperative Symptom Assessment Scale for Lung surgery (PSA-Lung). Logistic regression model was used to examine the potential association between SOB on the day of discharge and complications within 3 months after discharge. The post-discharge complications were taken as the anchor variable to determine the optimal cutpoint for SOB on the day of discharge. RESULTS: Complications within 3 months post-discharge occurred in 71 (10.84%) of 655 patients. Logistic regression analysis revealed that being female (OR 1.764, 95% CI 1.006-3.092, P < 0.05) and having two chest tubes (OR 2.026, 95% CI 1.107-3.710, P < 0.05) were significantly associated with post-discharge complications. Additionally, the SOB score on the day of discharge (OR 1.125, 95% CI 1.012-1.250, P < 0.05) was a significant predictor. The optimal SOB cutpoint was 5 (on a scale of 0-10). Patients with an SOB score ≥ 5 at discharge experienced a lower quality of life 1 month later compared to those with SOB score<5 at discharge (73 [50-86] vs. 81 [65-91], P < 0.05). CONCLUSION: SOB on the day of discharge may serve as an early warning sign for the timely detection of 3 month post-discharge complications.


Assuntos
Dispneia , Neoplasias Pulmonares , Alta do Paciente , Complicações Pós-Operatórias , Humanos , Feminino , Masculino , Neoplasias Pulmonares/cirurgia , Dispneia/etiologia , Idoso , Pessoa de Meia-Idade , Pneumonectomia/efeitos adversos
11.
Int J Surg ; 2024 Jun 20.
Artigo em Inglês | MEDLINE | ID: mdl-38896873

RESUMO

BACKGROUND: Electronic symptom monitoring via patient-reported outcome in surgical oncology is limited owing to lengthy instruments and non-specific items in common patient-reported outcome instruments. To establish electronic symptom monitoring through a clinically relevant and fit-for-purpose core set of patient-reported outcome in patients undergoing lung cancer surgery. MATERIALS AND METHODS: One qualitative (Cohort 1) and two prospective studies (Cohorts 2 and 3) were conducted between 2018 and 2023. Patients undergoing lung cancer surgery were recruited. Items of symptoms and daily functioning were generated through extensive interviews in Cohort 1 and incorporated into a smartphone-based platform to establish the electronic Perioperative Symptom Assessment for Lung surgery (ePSA-Lung). This tool was finalized and validated in Cohort 2. Patients in Cohort 3 were longitudinally monitored for the first year post-surgery using the validated ePSA-Lung. RESULTS: In total, 1,037 patients scheduled for lung cancer surgery were recruited. The 11-item draft PSA-Lung was generated based on qualitative interview with 39 patients and input from a Delphi study involving 42 experts. A 9-item ePSA-Lung was finalized by assessing 223 patients in the validation cohort; the results supported the instrument's understandability, reliability, sensitivity, and surgical specificity. In Cohort 3 (n=775), compliance ranged from 63.21% to 84.76% during the one-year follow-up after discharge. Coughing, shortness of breath, and disturbed sleep were the most severe symptoms after discharge. Longitudinally, patients who underwent single-port video-assisted thoracic surgery had a lower symptom burden than those who underwent multi-port video-assisted thoracic surgery or thoracotomy (all symptoms, P<0.001). CONCLUSION: The ePSA-Lung is valid, concise, and clinically applicable as it supports electronic symptom monitoring in surgical oncology care. The need for long-term extensive care was identified for patients after discharge, even in early-stage cancer with potential curative treatment.

12.
Patient Prefer Adherence ; 17: 1561-1572, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37426047

RESUMO

Purpose: This study aimed to evaluate the presence of recall bias when patients retrospectively report cough scores. Patients and Methods: Patients who underwent lung surgery between July 2021 and November 2021 were recruited for this study. We retrospectively assessed the severity of cough within the past 24 hours and the past 7 days using a 0-10 numerical rating scale. Recall bias was defined as the difference between the scores reported on the two assessments. Patients were grouped based on the longitudinal change in cough scores from pre-operation to 4 weeks after discharge using group-based trajectory models. Using generalized estimating equation to explore the factors influencing recall bias. Results: Overall, 199 patients were analyzed and demonstrated the three distinct trajectories of post-discharge cough: high (21.1%), medium (58.3%), and low (20.6%). Significant recall bias was found in week 2 for the high-trajectory patients (6.26 vs 5.10, P<0.01) and in week 3 for the medium-trajectory patients (2.88 vs 2.60, P=0.01). Among all recall bias, 41.8% were of underestimation, and 21.7% of overestimation. The high trajectory group (ß=1.14, P<0.01) and measurement interval (ß=0.36, P<0.01) were risk factors for underestimation, while post-discharge time (ß=-0.57, P<0.01) and measurement interval (ß=-0.13, P=0.02) were protective factors for overestimation. Conclusion: Retrospective assessment of post-discharge cough in patients who underwent lung surgery will introduce recall bias, with a tendency of underestimation. The high-trajectory group, interval time and post-discharge time are influencing factors of recall bias. For patients with severe cough at discharge, a shorter recall periods should be employed for monitoring, due to the large bias that results from a longer recall period.

13.
JMIR Form Res ; 7: e43995, 2023 Sep 01.
Artigo em Inglês | MEDLINE | ID: mdl-37656501

RESUMO

BACKGROUND: Unlike research project-based health data collection (questionnaires and interviews), social media platforms allow patients to freely discuss their health status and obtain peer support. Previous literature has pointed out that both public and private social platforms can serve as data sources for analysis. OBJECTIVE: This study aimed to use natural language processing (NLP) techniques to identify concerns regarding the postoperative quality of life and symptom burdens in patients with uterine fibroids after focused ultrasound ablation surgery. METHODS: Screenshots taken from clinician-patient WeChat groups were converted into free texts using image text recognition technology and used as the research object of this study. From 408 patients diagnosed with uterine fibroids in Chongqing Haifu Hospital between 2010 and 2020, we searched for symptom burdens in over 900,000 words of WeChat group chats. We first built a corpus of symptoms by manually coding 30% of the WeChat texts and then used regular expressions in Python to crawl symptom information from the remaining texts based on this corpus. We compared the results with a manual review (gold standard) of the same records. Finally, we analyzed the relationship between the population baseline data and conceptual symptoms; quantitative and qualitative results were examined. RESULTS: A total of 408 patients with uterine fibroids were included in the study; 190,000 words of free text were obtained after data cleaning. The mean age of the patients was 39.94 (SD 6.81) years, and their mean BMI was 22.18 (SD 2.78) kg/m2. The median reporting times of the 7 major symptoms were 21, 26, 57, 2, 18, 30, and 49 days. Logistic regression models identified preoperative menstrual duration (odds ratio [OR] 1.14, 95% CI 5.86-6.37; P=.009), age of menophania (OR -1.02 , 95% CI 11.96-13.47; P=.03), and the number (OR 2.34, 95% CI 1.45-1.83; P=.04) and size of fibroids (OR 0.12, 95% CI 2.43-3.51; P=.04) as significant risk factors for postoperative symptoms. CONCLUSIONS: Unstructured free texts from social media platforms extracted by NLP technology can be used for analysis. By extracting the conceptual information about patients' health-related quality of life, we can adopt personalized treatment for patients at different stages of recovery to improve their quality of life. Python-based text mining of free-text data can accurately extract symptom burden and save considerable time compared to manual review, maximizing the utility of the extant information in population-based electronic health records for comparative effectiveness research.

14.
Patient Prefer Adherence ; 17: 199-207, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36698859

RESUMO

Background: Patients with hepatobiliary or pancreatic cancers often experience severe symptoms, resulting in a sharp decline in functioning, poor quality of life, and increased mortality risk. Early and effective management of symptoms allows a better quality of life and reduced mortality, depending on the selection of appropriate assessment of specific symptoms for a defined purpose. We aimed to develop a symptom measurement item bank for hepatobiliary or pancreatic cancers. Methods: The Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statement was applied to organize this systematic review. The articles validated patient-reported outcome measures (PROMs) for hepatobiliary or pancreatic cancer and published before December 2021 were retrieved from the Web of Science, PubMed, Embase databases and Cochrane Library. Items from the existing PROMs were selected and classified into different patient-reported symptoms based on the concepts and specific underlying constructs of the objects measured. Results: Sixteen unique PROMs were identified across the 29 eligible studies included in our analysis. Items from the literature review (14 PROMs with 421 items for which information was obtained) were selected and classified. As a result of this study, we developed a symptom item bank with 40 patient-reported symptoms and 229 assessment items for hepatobiliary or pancreatic cancer, and fatigue, pain and nausea were the most common symptom items. Conclusion: We developed an item bank to assess the patient-reported symptoms of hepatobiliary or pancreatic cancer. This item bank could allow researchers to select appropriate measures of symptom and provide a basis for the development of a single-item symptom-measurement system.

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