Change and predictors of symptom distress in breast cancer patients following the first 4 months after diagnosis

Construction of an Emotional Lexicon of Patients With Breast Cancer: Development and Sentiment Analysis

BACKGROUND

The innovative method of sentiment analysis based on an emotional lexicon shows prominent advantages in capturing emotional information, such as individual attitudes, experiences, and needs, which provides a new perspective and method for emotion recognition and management for patients with breast cancer (BC). However, at present, sentiment analysis in the field of BC is limited, and there is no emotional lexicon for this field. Therefore, it is necessary to construct an emotional lexicon that conforms to the characteristics of patients with BC so as to provide a new tool for accurate identification and analysis of the patients' emotions and a new method for their personalized emotion management.

OBJECTIVE

This study aimed to construct an emotional lexicon of patients with BC.

METHODS

Emotional words were obtained by merging the words in 2 general sentiment lexicons, the Chinese Linguistic Inquiry and Word Count (C-LIWC) and HowNet, and the words in text corpora acquired from patients with BC via Weibo, semistructured interviews, and expressive writing. The lexicon was constructed using manual annotation and classification under the guidance of Russell's valence-arousal space. Ekman's basic emotional categories, Lazarus' cognitive appraisal theory of emotion, and a qualitative text analysis based on the text corpora of patients with BC were combined to determine the fine-grained emotional categories of the lexicon we constructed. Precision, recall, and the F1-score were used to evaluate the lexicon's performance.

RESULTS

The text corpora collected from patients in different stages of BC included 150 written materials, 17 interviews, and 6689 original posts and comments from Weibo, with a total of 1,923,593 Chinese characters. The emotional lexicon of patients with BC contained 9357 words and covered 8 fine-grained emotional categories: joy, anger, sadness, fear, disgust, surprise, somatic symptoms, and BC terminology. Experimental results showed that precision, recall, and the F1-score of positive emotional words were 98.42%, 99.73%, and 99.07%, respectively, and those of negative emotional words were 99.73%, 98.38%, and 99.05%, respectively, which all significantly outperformed the C-LIWC and HowNet.

CONCLUSIONS

The emotional lexicon with fine-grained emotional categories conforms to the characteristics of patients with BC. Its performance related to identifying and classifying domain-specific emotional words in BC is better compared to the C-LIWC and HowNet. This lexicon not only provides a new tool for sentiment analysis in the field of BC but also provides a new perspective for recognizing the specific emotional state and needs of patients with BC and formulating tailored emotional management plans.

Listening to voices from multiple sources: A qualitative text analysis of the emotional experiences of women living with breast cancer in China

Background

Receiving a breast cancer diagnosis and treatment is both a physical and emotional journey. Previous studies using single-source data have revealed common and culture-specific emotional experiences of patients living with breast cancer. However, few studies have combined such data from multiple sources. Thus, using a variety of data sources, the current study sought to explore the emotional experiences of women in China newly diagnosed, post-operative, or undergoing chemotherapy. We posited that even though women living with breast cancer in China have multiple channels through which they can express these emotional experiences, little variance would be found in their emotional expressivity and the themes they want to express due to cultural inhibitions.

Methods

Text data from female patients newly diagnosed, post-operative, or undergoing chemotherapy were collected between June 2021 and January 2022 via a Python web crawler, semi-structured interviews, and an expressive writing intervention. Data were transcribed and subjected to thematic analysis. Reporting followed the consolidated criteria for reporting qualitative studies (COREQ) guidelines.

Results

Analyses were based on 5,675 Weibo posts and comments published by 448 posters and 1,842 commenters, transcription texts from 17 semi-structured interviews, and 150 expressive writing texts. From this total collection of 461,348 Chinese characters, three major themes emerged: (i) conflicting emotions after diagnosis; (ii) long-term suffering and treatment concerns; and (iii) benefit finding and cognitive reappraisal.

Conclusions

Despite gathering information from various sources, we found that distress from body-image disturbances, gender role loss and conflict, and changes in sexuality and fertility, were consistent among this sample of female Chinese patients with breast cancer. However, when women engaged actively in benefit finding and cognitive reappraisal with strong social support, patients were able to find ways to adapt and reported post-traumatic growth. Strong social support was an important facilitator in this growth. These study findings emphasize that healthcare professionals ought to increase cultural sensitivity, provide multiple channels to encourage patients to express their emotions, and incorporate screening for patients' emotional distress at all diagnostic and treatment phases as part of routine nursing care.

An empirical study on quality of life and related factors of Pakistani breast cancer survivors

A comprehensive understanding of the quality of life (QoL) is essential to establish long-term survivor care plans. The present study was aimed at the assessment of QoL of BC survivors with special emphasis on post-treatment physical, emotional, social, and spiritual challenges. We have assessed the QoL of 250 female BC survivors of all age groups through demographic factors. Volunteer BC survivors were registered in the present study who had got treatment from the Institute of Nuclear Medicine and Oncology (INMOL) hospital and Mayo hospital Lahore. An informed consent form was signed by each participant. The physical, psychological, and spiritual well-being was evaluated by a questionnaire filled with the help of respondents. The average age of BC survivors was 52 ± 7.8 years. Most of them (83%) complained of fatigue during daily life activities, 75.1% body pain or headache, 77.1% had problems with appetite, 63.2% reported weight loss, 77.1% had sleep problems, and 90.5% were feeling general weakness. Only 16.2% were satisfied with their physical health and 2% were not satisfied with their medication. Psychologically, 74.4% were feeling different levels of anxiety, only 10% of them were hoping to achieve a desired life. Age group 21 to 40 years reported better physical health, those with 40-50 years of age and family history of BC have shown better mental strength. The physical and psychological health of survivors from rural areas was comparatively better than those from urban areas. The BC survivor women have to face several physical, psychological and social challenges. The majorities of them complain of anxiety, body pain, fatigue, sleep problems, general weakness, and fear about the future. Our findings suggest the need for psychological support, physical activity a comprehensive post-diagnosis and post-treatment physical and mental health assistance plan for all BC survivors. Implications for Cancer Survivors. Survivors of breast cancer experience various challenges including anxiety, sleep problems, body pain, fatigue, and fear about the future. The psychological, physical and social factors make a great difference in their quality of life.

Correlation of Symptom Distress, Self-Efficacy, and Social Support With Problem-Solving and Glycemic Control Among Patients With Type 2 Diabetes

PURPOSE

The purpose of the study was to examine the associations of self-efficacy, social support, and symptom distress with perceived problem-solving and glycemic control among patients with type 2 diabetes.

METHOD

Using baseline data from a parent study, which examined the effect of a problem-solving-focused intervention on medication adherence among patients with type 2 diabetes, this secondary analysis examined the relationships among self-efficacy, social support, symptom distress, problem-solving, and A1C. Of 358 patients enrolled at baseline, 304 (mean age = 64.1 years, 57.2% female) were included in the current analysis. Multiple linear regression was used to identify potential correlates of problem-solving and A1C.

RESULTS

The results showed that self-efficacy, social support, and symptom distress were independent predictors of problem-solving; they significantly improved the prediction of perceived problem-solving in diabetes management after controlling covariates. Adding problem-solving to the model did not improve the prediction for A1C.

CONCLUSION

The current study suggests that self-efficacy, social support, and symptom distress are essential factors associated with patients' perceived problem-solving in diabetes management. Researchers and clinicians should consider both personal factors and psychosocial factors such as self-efficacy, social support, and symptom distress when examining patients perceived problem-solving and developing tailored interventions to improve diabetes management. In addition, health care providers should consider these important aspects when providing tailored care to this patient population.

Higher Distress in Patients with Breast Cancer Is Associated with Declining Breast Reconstruction

Background:

Distress among newly diagnosed patients with breast cancer is common and may have an impact on their surgical decision-making. The revised Edmonton Symptom Assessment System (ESAS-r) is a validated instrument that provides an estimate of patients’ total distress, and no previous study has related preoperative scores to the choice to have breast reconstruction.

Methods:

Women with breast cancer treated at the Princess Margaret Cancer Centre in 2014 were reviewed, and patient and tumor characteristics were collected from local databases. Breast reconstruction status was obtained from patients’ electronic medical records until April 2017. A multivariable logistic regression model assessed for an independent association between preoperative ESAS-r total distress scores and patients’ decision to have breast reconstruction.

Results:

A total of 312 patients were analyzed. ESAS-r values had an overall median score of 10.0 and ranged from 0 to 69 (interquartile range, 17). Of these patients, 82 chose to undergo breast reconstruction surgery (26.8%). Multivariable logistic regression analysis showed that higher ESAS-r scores were associated with patients forgoing breast reconstruction surgery (lumpectomy-alone group: odds ratio estimate, 1.034 [1.004–1.064], P = 0.025; mastectomy-alone group: odds ratio estimate, 1.031 [1.004–1.059], P = 0.023).

Conclusions:

This study of patients with breast cancer found that higher distress scores as measured by the ESAS-r were associated with reduced breast reconstruction. Distress in patients with breast cancer is important to address, as it is often treatable, and its resolution may unmask a desire for breast reconstruction, which has known benefits psychosocially.

Influence of lifestyle, depression, and marital intimacy on quality of life in breast cancer survivors

Purpose: This study investigated lifestyle, depression, marital intimacy, and quality of life (QoL) in breast cancer survivors, with the goal of identifying the impacts of these factors on QoL.Methods: A sample of 146 breast cancer survivors was surveyed in this cross-sectional study. Data were collected from March 20 to May 30, 2019, using self-report structured questionnaires at a hospital located in Jeonju, Korea. Data were analyzed using the independent t-test, analysis of variance, Pearson correlation coefficients, and hierarchical regression analysis. Participants agreed to complete a face-to-face interview, including administration of the Health Promoting Lifestyle Profile II, Depression Anxiety Stress Scale 21-Depression Scale, Marital Intimacy Scale, and Functional Assessment Cancer Therapy-Breast Cancer tool.Results: QoL was positively correlated with lifestyle (r=.49, p<.001) and marital intimacy (r=.45, p<.001) and negatively correlated with depression (r=–.72, p<.001). Hierarchical multiple regression analysis showed that depression (β=–0.63, p<.001), marital intimacy (β=0.19, p=.001), and lifestyle (β=0.13, p=.031) had significant effects on the QoL of breast cancer survivors, accounting for 63.3% of variance in related QoL. Conclusion: This study provides insights into how breast cancer survivors’ QoL was influenced by depression, marital intimacy, and lifestyle. To improve the QoL of breast cancer survivors, healthcare providers should consider developing strategies to decrease depression, to increase marital intimacy, and to improve lifestyle.

Oncology health care professionals' perspectives on the causes of mental health distress in cancer patients

OBJECTIVE

To explore oncologists, social workers, and nurses' perceptions about the causes of their cancer patient's mental health distress.

METHODS

The grounded theory (GT) method of data collection and analysis was used. Sixty-one oncology health care professionals were interviewed about what they perceived to be the causes of mental health distress in their patients. Analysis involved line-by-line coding and was inductive, with codes and categories emerging from participants' narratives.

RESULTS

Oncology health care professionals were sensitive in their perceptions of their patients' distress. The findings were organized into three categories, namely, disease-related factors, social factors, and existential factors. Disease-related themes included side effects of the disease and treatment, loss of bodily functions, and body image concerns as causing patient's mental health distress. Social-related themes included socio-economic stress, loneliness/lack of social support, and family-related distress. Existential themes included dependence/fear of being a burden, death anxiety, and grief and loss.

CONCLUSIONS

Oncology health care professionals were able to name a wide range of causes of mental health distress in their patients. These findings highlight the need to have explicit conversations with patients about their mental status and to explore their understanding of their suffering. A patient-centered approach that values the patient's conceptualization of their problem and their narrative to understanding their illness can improve the patient-provider relationship and facilitate discussions about patient-centered treatments.

Understanding the roles of patient symptoms and subjective appraisals in well-being among breast cancer patients

PURPOSE

To examine the roles of both patient symptoms, and subjective appraisals of stress (self-efficacy, symptom barriers, symptom distress), in understanding well-being (anxiety, depression, cancer-specific quality of life, mental health quality of life, and physical health quality of life) in breast cancer patients.

METHODS

We examined data from 104 female breast cancer patients. Using a stress process model, we hypothesized that while high levels of patient symptoms would be associated with poorer patient well-being, these effects would be mediated by subjective appraisals, including patient self-efficacy, perceived symptom barriers, and symptom distress.

RESULTS

As expected, higher levels of patient symptoms were associated with poorer well-being on all five indicators. Subjective appraisals of stress added significantly to predictors of well-being, and were mediators of this relationship across all five outcomes.

CONCLUSIONS

While patient symptoms are important predictors of patient well-being, subjective appraisals of the stressfulness of symptoms, and of patients' self-efficacy in managing symptoms, are also key factors. The findings suggest the utility of a stress process model in understanding well-being in breast cancer patients, and point to the potential value of targeting patient appraisals as well as symptoms to improve psychological well-being and quality of life.

Overexpression of HDAC9 is associated with poor prognosis and tumor progression of breast cancer in Chinese females

BACKGROUND

Breast cancer represents a serious health issue among females. HDAC9 has been identified as an oncogene in human cancers. This study sought to assess the prognostic value and the biologic function of HDAC9 in breast cancer patients.

METHODS

Expression of HDAC9 in breast cancer tissues and cells was evaluated by quantitative real-time polymerase chain reaction. Kaplan-Meier survival analysis and Cox regression assay were conducted to explore the prognostic significance of HDAC9. Cell experiments were performed to investigate the effects of HDAC9 on the biologic behaviors of breast cancer cells.

RESULTS

Expression of HDAC9 was significantly upregulated in both cancerous tissues and cells compared with the normal controls (all P<0.05). Overexpression of HDAC9 was correlated with lymph node metastasis (P=0.021) and TNM stage (P=0.004). Patients with high HDAC9 had poor overall survival compared to those with low levels of HDAC9 (log-rank P<0.05). Elevated HDAC9 was found to be an independent prognostic factor for the patients (hazard ratio=2.996, 95% CI=1.611-5.572, P=0.001). According to the cell experiments, tumor cell proliferation, migration and invasion were suppressed by knockdown of HDAC9.

CONCLUSION

All data demonstrated that overexpression of HDAC9 serves as a prognostic biomarker and may be involved in the tumor progression of breast cancer.

The effects on anxiety and quality of life of breast cancer patients following completion of the first cycle of chemotherapy

OBJECTIVES

Breast cancer patients as part of their treatment need to undergo various forms of chemotherapy. This is considered as a burdensome experience for many patients often leading to significant levels of anxiety. The aim of the study was to explore the anxiety levels and any correlations to the quality of life of women with breast cancer that were undergoing chemotherapy.

METHODS

This was a cross-sectional study utilizing an explanatory sequential design. Data were collected from 355 women with breast cancer with the Self Anxiety Scale, the EORTC QLQ-C30, the EORTC QLQ-BR23 and sociodemographic questionnaires. Further insight to patients' experiences was given through 12 in-depth interviews.

RESULTS

Anxiety scores ranged between 24 and 75 (45.7 ± 10.11), with 44% reporting serious or/and intense anxiety. The results revealed statistically significant differences on patients' anxiety levels depending on their source of support. Overall, patients' global health-related quality of life was found to be low to average 55.91 ± 17.94. The results showed low emotional functioning (49.30 ± 29.12), low role functions (56.34 ± 27.50) and low sexual functioning (24.93 ± 20.75). Patients also reported experiencing problems with fatigue (49.04 ± 29.12), insomnia (44.32 ± 32.97), hair loss (48.25 ± 38.32) and arm symptoms (36.53 ± 23.71). Patients being solely supported by the family experienced higher anxiety levels (p < 0.001) and lower quality of life (p < 0.001). There was a statistically significant negative correlation between anxiety and quality of life (r = -0.623, p < 0.001). Statistically significant differences were also found in relation to demographics, anxiety and quality of life. The interviews provided further evidence on the impact of anxiety on patients' lives.

CONCLUSION

The time following the completion of the first cycle of chemotherapy is associated with anxiety and lower quality of life levels in breast cancer patients. Healthcare providers should consider the supportive healthcare needs from the beginning of chemotherapy in patients to optimize their conventional and supportive healthcare outcomes.

Validation of the Mandarin Chinese Version of the Pain Sensitivity Questionnaire

BACKGROUND AND AIM

The Pain Sensitivity Questionnaire (PSQ), a self-reported scale, has been used to assess the pain sensitivity level in a Caucasian population. However, a validated Mandarin Chinese version of the PSQ is not available. This study was aimed to translate the PSQ into Mandarin Chinese (PSQ-C) and validate it to measure pain sensitivity among Chinese people.

METHODS

The English version of the PSQ has been translated into Mandarin Chinese (PSQ-C), according to the standard steps of cross-cultural adaptation of self-reported scales. Three of the 17 items were revised owing to cultural adaptation. The final version was validated on a population of 182 Chinese people in Changsha City, China, during October to December 2015. The participants underwent electrical experimental pain testing. The psychometric properties of the PSQ-C and its subscales were examined.

RESULTS

The Cronbach's alpha coefficients for the PSQ-C-total, PSQ-C-moderate, and PSQ-C-minor were 0.90, 0.86, and 0.81, respectively. Acceptable test-retest reliability, content validity, and construct validity were demonstrated. Concurrent validity was shown via significant positive correlations between PSQ-C scores and perceived pain intensity at pain threshold and during pain stimulation with a fixed intensity. Convergent validity was shown via significant positive correlations between Pain Catastrophizing Scale scores and PSQ-C scores. Known group validity was demonstrated via higher PSQ-C-total and PSQ-C-moderate scores among those with high neuroticism scores. These results indicate that the PSQ-C has reasonably good psychometric properties, similar to the original English and German versions.

CONCLUSION

The PSQ-C is a reliable and useful tool to assess pain sensitivity levels in a Chinese population.

Validation of the University of Washington Quality of Life Chinese Version (UWQOL-C) for head and neck cancer patients in Taiwan

BACKGROUND/PURPOSE

The purposes of this three-phase study were to: (1) translate and evaluate the burden, content, and face validity of the Chinese version of the University of Washington Quality of Life Scale, version 4 (UWQOL-v4-C); and (2) examine the psychometric properties of the UWQOL-v4-C in oral cancer and laryngeal cancer patients in Taiwan.

METHODS

This instrument translation and validation study was part of a major research project. The first phase of this study developed and validated the content of the UWQOL-v4-C. The second phase sought to validate the internal consistency, reliability, and construct and discriminant validity in two major groups of head and neck cancer (HNC) patients: oral cavity cancers (n=109) and laryngeal cancer (n=102). Construct validity was measured using theoretically supported correlations between the UWQOL and related constructs. Discriminant validity was also assessed. In the third phase, test-retest reliability of UWQOL-v4-C was examined through the 1-week interval in another group of HNC patients (n=50).

RESULTS

The translated UWQOL-v4-C demonstrated satisfactory face validity, content validity, and minimal patient burden. Additionally, the UWQOL-v4-C showed excellent construct validity in patient testing, supported by significant correlations between the UWQOL-v4-C and hypothesized constructs, including generic measures of QOL and performance status. The developed scale correlated inversely with symptom severity and psychological distress. Discriminant validity was seen in patients with different cancer diagnoses, stages, and treatments. Finally, excellent stability was supported by a 1-week test-retest reliability of 0.88.

CONCLUSION

The UWQOL-v4-C was a brief, low-burden, and valid instrument to measure the QOL in Chinese-speaking HNC patients in Taiwan.

The risk and protective factors in the development of childhood social anxiety symptoms among Chinese children

The aim of this study was to explore the change and associated risk and protective factors of social anxiety symptoms among Chinese children. A 2-year longitudinal study was performed in a general primary and secondary school population in Anhui Province, China including 816 children in grades 3, 4, and 7. Children's social anxiety symptoms were assessed using the Social Anxiety Scales for Children (SASC) at three assessments. The overall prevalence of children's elevated social anxiety symptoms ranged from 15.2% to 16.4% across three assessments. Children's overall mean SASC scores were 5.6 (SD =3.7), 5.3 (SD =3.8), and 5.3 (SD =4.1) at three assessments, respectively, but the difference was not statistically significant. However, children's social anxiety symptom levels and change among different subgroups was not stable across 2-year follow-up. Multivariable logistic regression analysis indicated that age, severe family dysfunction, quality of life, positive coping, negative coping, depressive symptoms and self-esteem were predictive factors for childhood elevated social anxiety symptoms. The findings suggested that the overall social anxiety symptoms showed a relatively stable pattern over time. The identified risk and protective factors may provide scientific evidence for school, family, and health authorities to conduct necessary intervention.

Women with breast cancer: self-reported distress in early survivorship

PURPOSE/OBJECTIVES

To identify and compare levels of distress and sources of problems among patients with breast cancer in early survivorship.

DESIGN

Descriptive, cross-sectional.

SETTING

A National Cancer Institute-designated comprehensive cancer center.

SAMPLE

100 breast cancer survivors were selected to represent four time points in the cancer trajectory.

METHODS

Distress was self-reported using the Distress Thermometer and its 38-item problem list. Analysis of variance and chi-square analyses were performed as appropriate.

MAIN RESEARCH VARIABLES

Distress scores, problem reports, and time groups.

FINDINGS

Participants scored in range of the cutoff of more than 4 (range = 4.1-5.1) from treatment through three months post-treatment. At six months post-treatment, distress levels were significantly lower. Significant differences were found between groups on the total problem list score (p = 0.007) and emotional (p = 0.01) and physical subscale scores (p = 0.003).

CONCLUSIONS

Comparison of groups at different points in the cancer trajectory found similar elevated levels from diagnosis through three months. Distress remained elevated in early survivorship but significantly decreased at six months post-treatment.

IMPLICATIONS FOR NURSING

Interventions to reduce or prevent distress may improve outcomes in early survivorship.