Fatigue and menopausal symptoms in women with breast cancer undergoing hormonal cancer treatment

Adverse events associated with aromatase inhibitors: An Analysis of Real-World Datasets and drug-gene interaction network

BACKGROUND

Aromatase inhibitors (AIs) are commonly used to treat postmenopausal hormone receptor positive breast cancer, but there is currently a lack of comprehensive safety reports on AIs in large-scale cohorts.

RESEARCH DESIGN AND METHODS

We conducted a retrospective pharmacovigilance survey based on the FDA Adverse Event Reporting System, retrieving relevant reports from the first quarter of 2004 to the third quarter of 2023, aiming to conduct a comprehensive comparative analysis of adverse reactions associated with commonly used AIs in clinical practice. Adverse event signals were assessed using disproportionality analysis. In addition, we elucidated the potential toxicological mechanisms of aromatase inhibitor related adverse events through functional enrichment analysis of human genes that interact with AIs.

RESULTS

A total of 7,933 adverse event reports related to AIs were collected, and there were 642 positive signals at the preferred term level. The top three signal intensities for anastrozole are: antiphospholipid syndrome, plantar fasciitis and autoimmune pancreatitis. The top three signal intensities for letrozole are: androgenetic alopecia and myosclerosis, pneumonic herpes virus. The top three signal intensities for exemestane are: infection reactivation, thyroxine free decreased and dilatation atrial. In terms of onset time, letrozole has the earliest onset time overall, followed by exemestane, and finally anastrozole.

CONCLUSIONS

Our research corroborates the typical adverse events linked to AIs while highlighting potential safety concerns in their real-world clinical application.

Cancer therapy-related vaginal toxicity: its prevalence and assessment methods-a systematic review

PURPOSE

In 2020, almost 9 million women were diagnosed with cancer worldwide. Despite advancements in cancer treatment strategies, patients still suffer from acute and long-term side effects. This systematic review aims to evaluate the most frequently reported adverse effects in the genitourinary system and compare them across cancer types, treatment modalities, and evaluation methods.

METHODS

Pubmed Central, SCOPUS, and Cochrane Library were searched following the PRISMA guidelines to identify all prospective and retrospective observational cohort studies and randomized controlled trials assessing vaginal side effects of adult female cancer patients. The study quality was evaluated using The Newcastle-Ottawa Scale or the Risk of Bias 2 tool, as appropriate.

RESULTS

The most prevalent population was breast cancer patients, followed by gynaecological cancer patients. Overall, the focus was on vaginal dryness, while vaginal stenosis was the primary outcome in gynaecological cancer patients. Significant discrepancies were found in the frequency and severity of the reported adverse events. Most studies in this review evaluated side effects using patient-reported outcome measures (PROMs).

CONCLUSIONS

Genitourinary syndrome of menopause following cancer treatment is most frequently documented in breast and gynaecological cancer patients, often focussing on vaginal dryness and vaginal stenosis based on PROMs. This review provides a complete overview of the literature, but more high-quality clinical trials are necessary to draw firm conclusions on acute and chronic vaginal toxicity following cancer treatment.

IMPLICATIONS FOR CANCER SURVIVORS

This review could help improve the current preventive and curative management options for genitourinary complications, thereby increasing the patient's QoL and sexual functioning.

Vasomotor symptoms and management of women undergoing treatment for breast cancer: literature review with focus on the therapeutic potential of cytoplasmic pollen extract

OBJECTIVE

Effective management of vasomotor symptoms (VMS) in patients undergoing treatment for breast cancer (BC) represents a critical but frequent unmet need. This review summarizes the epidemiology, pathophysiology, and clinical features of VMS in patients with BC and provides a synopsis of the complementary and alternative medicine (CAM) approaches in relieving VMS with a focus on purified cytoplasm of pollen (PCP).

METHODS

The literature on VMS epidemiology, pathophysiology, clinical burden, and CAM treatment in healthy women and patients with BC was reviewed.

RESULTS

VMS are common in patients with BC undergoing hormonal treatment and negatively impact quality of life, leading to treatment discontinuation in up to 25% of patients with detrimental impact on risk of BC recurrence and overall survival. CAM approaches to treat VMS in patients with BC include vitamin E, phytoestrogens, and black cohosh, even if there is a lack of solid evidence to guide clinicians in the choice of treatment. PCP, obtained according to standards of good manufacturing practice, has a definite pharmacological mechanism of action, is devoid of estrogen activity, and has shown clinical efficacy on menopause-associated symptoms with a favorable safety profile and high compliance. As such, it appears to represent a valid management option to improve quality of life in patients with pre- and postmenopausal BC.

CONCLUSIONS

Physicians should actively investigate the presence and impact of VMS in patients receiving therapy for BC. Additional and appropriately sized randomized clinical trials are needed to provide clear evidence on how to best meet the needs of patients with BC suffering from menopause-associated symptoms.

Factors associated with initiation and continuation of endocrine therapy in women with hormone receptor-positive breast cancer

Background

Despite benefits of endocrine therapy (ET) for patients with hormone-receptor (HR)-positive breast cancer, many patients do not initiate or discontinue ET against recommendations.

Methods

We identified variables associated with ET initiation and continuation, analyzing pooled data from two longitudinal studies at a National Cancer Institute comprehensive cancer center in St. Louis, Missouri. The sample included 533 women with newly diagnosed, non-metastatic, HR-positive breast cancer who completed interviews at enrollment and 6, 12, and 24 months after definitive surgical treatment. Logistic regression models estimated the adjusted odds ratio and 95% confidence interval (aOR [95% CI]) for each of self-reported ET initiation by the 12-month interview and continuation for ≥12 months by the 24-month interview in association with self-reported diabetes, elevated depressed mood, menopausal-symptom severity and obesity, adjusting for race, age, insurance status, chemotherapy, and radiation therapy.

Results

Overall, 81.4% (434/533) of patients initiated ET, and 86.5% (371/429) continued ET ≥12 months. Patients with diabetes had lower odds of initiating ET (0.50 [0.27-0.91]). Patients reporting greater menopausal-symptom severity had lower odds of continuing ET (0.72 [0.53-0.99]).

Conclusion

Efforts to increase ET initiation among patients with diabetes and better manage severe menopausal symptoms among ET users might promote ET continuation.

Clinical trial information

ClinicalTrials.gov: #NCT00929084.

The mediating effect of pleasure and menopausal symptoms on sexual activity among young breast cancer survivors

PURPOSE

Young breast cancer survivors often go through a rapid change in menopause status due to cancer treatment and suffer from abrupt symptoms. This transition compels them to deal with unique medical and psychological side effects on their quality of life. One of the most affected quality of life domains is sexual functioning. This study explored the differences in frequency of sexual activity between young breast cancer survivors and young healthy women. It also examined whether this difference in sexual activity frequency was mediated by discomfort and/or pleasure during intercourse, both of which are affected by symptoms of premature menopause.

METHODS

A total of 97 young breast cancer survivors and 75 young healthy women completed a sociodemographic questionnaire: the Fallowfield's Sexual Activity Questionnaire (FSAQ) and the Menopausal Rating Scale (MRS). Additionally, the breast cancer participants completed a medical data questionnaire.

RESULTS

Findings revealed a significant direct effect between group and menopausal symptoms, menopausal symptoms and pleasure, and pleasure and frequency of sexual activity. Structural equation modeling explained the differences between the groups in frequency of sexual activity as mediated by menopausal symptoms and both pleasure and discomfort.

CONCLUSIONS AND IMPLICATIONS

These results highlight the impact of pleasure on the frequency of young breast cancer survivors' sexual activity, and its relation to menopausal symptoms. These young women should be provided with appropriate information and interventions that will help them experience increased pleasure during sexual activity despite their early and induced menopausal symptoms.

Health-related quality of life among elderly breast cancer patients treated with adjuvant endocrine therapy: a U.S Medicare population-based study

OBJECTIVES

The evidence regarding the impact of individual adjuvant endocrine therapies (AET) on health-related quality of life (HRQoL) is limited. We aimed to assess the association between the type of AET and HRQoL and to examine the relationship between HRQoL and one-year mortality among women with breast cancer in the USA.

METHODS

This retrospective cross-sectional study used the 2006-2017 Surveillance, Epidemiology, and End Results (SEER)-Medicare Health Outcomes Survey database to identify older women with early-stage hormone receptor-positive breast cancer. Multivariate linear regressions were used to assess the association between types of AET (anastrozole, letrozole, exemestane, and tamoxifen) and HRQoL scores (physical component summary (PCS) and mental component summary (MCS)). Multivariate logistic regressions were used to predict the impact of PCS and MCS on one-year mortality.

RESULTS

Out of 3537 older women with breast cancer, anastrozole was the most commonly prescribed (n = 1945, 55.0%). Regarding PCS, there was no significant difference between the four AET agents. Higher MCS scores, which indicate better HRQoL, were reported in patients treated with anastrozole (vs. letrozole [β = 1.26, p = 0.007] and exemestane [β = 2.62, p = 0.005) and tamoxifen (vs. letrozole [β = 1.49, p = 0.010] and exemestane [β = 2.85, p = 0.004]). Lower PCS and MCS scores were associated with higher one-year mortality, regardless of type of AET initiated, except for tamoxifen in MCS.

CONCLUSION

Although there was no significant difference in physical HRQoL scores between AET agents, anastrozole and tamoxifen were associated with better mental HRQoL scores.

Symptom clusters experienced by breast cancer patients at various treatment stages: A systematic review

Breast cancer patients often experience symptoms that adversely affect their quality of life. It is understood that many of these symptoms tend to cluster together: while they might have different manifestations and occur during different phases of the disease trajectory, the symptoms often have a common aetiology that is a potential target for intervention. Understanding the symptom clusters associated with breast cancer might usefully inform the development of effective care plans for affected patients. The aim of this paper is to provide an updated systematic review of the known symptom clusters among breast cancer patients during and/or after cancer treatment. A search was conducted using five databases for studies reporting symptom clusters among breast cancer patients. The search yielded 32 studies for inclusion. The findings suggest that fatigue-sleep disturbance and psychological symptom cluster (including anxiety, depression, nervousness, irritability, sadness, worry) are the most commonly-reported symptom clusters among breast cancer patients. Further, the composition of symptom clusters tends to change across various stages of cancer treatment. While this review identified some commonalities, the different methodologies used to identify symptom clusters resulted in inconsistencies in symptom cluster identification. It would be useful if future studies could separately examine the symptom clusters that occur in breast cancer patients undergoing a particular treatment type, and use standardised instruments across studies to assess symptoms. The review concludes that further studies could usefully determine the biological pathways associated with various symptom clusters, which would inform the development of effective and efficient symptom management strategies.

Aromatase Inhibitors in Postmenopausal Women with Hormone Receptor-Positive Breast Cancer: Profiles of Psychological Symptoms and Quality of Life in Different Patient Clusters

BACKGROUND

Aromatase inhibitors (AIs) as adjuvant therapy after breast cancer (BC) surgery have demonstrated to reduce the risk of disease recurrence, to lower the risk of contralateral BC, and to improve survival when compared to tamoxifen in patients with limited-stage hormone receptor-positive (HR+) BC. However, AIs are associated with adverse events that can have a significant impact on patient quality of life (QoL).

AIM

This study aimed to identify profiles of psychological symptoms and QoL in HR+ BC patients undergoing AI therapy.

METHOD

Data were collected with questionnaires administered at three time points: AI initiation (t0); 3 months after AI initiation (t1); and 6 months after AI initiation (t2). The FACT-G, FACT-B, and FACT-ES questionnaires were used to assess QoL; psychological symptoms were assessed using the SCL-90-R.

RESULTS

43 women were enrolled in the study (t0), and 37 completed the t1 evaluation and 29 the t2 evaluation. We found (1) a progressive decrease over time in FACT-G and FACT-ES scores, in particular in the Physical, Emotional, and Endocrine subscales, and an increase in the SOM (somatization) subscale of the SCL-90-R; (2) the presence of 4 clusters related to different psychological symptoms and QoL evolution over time; (3) that patients belonging to the cluster characterized by worsening symptoms and QoL during time differed from the others in the Emotional subscale of the FACT-B and in the GSI (Global Score), OCD (obsessive-compulsive), DEP (depression), ANX (anxiety), and SLP (sleep disorders) dimensions of the SCL-90-R and had significantly higher BMI levels; and (4) that 3 items from the SCL-90-R and 2 items from FACT Emotional Well-Being subscale were predictive of the "worst" cluster.

CONCLUSIONS

Although larger studies are needed to confirm these results, our data open up new ways of investigation into the effects of AIs on QoL in HR+ BC patients.

Testing a behavioral intervention to improve adherence to adjuvant endocrine therapy (AET)

Adjuvant endocrine therapy (AET) is used to prevent recurrence and reduce mortality for women with hormone receptor positive breast cancer. Poor adherence to AET is a significant problem and contributes to increased medical costs and mortality. A variety of problematic symptoms associated with AET are related to non-adherence and early discontinuation of treatment. The goal of this study is to test a novel, telephone-based coping skills training that teaches patients adherence skills and techniques for coping with problematic symptoms (CST-AET). Adherence to AET will be assessed in real-time for 18 months using wireless smart pill bottles. Symptom interference (i.e., pain, vasomotor symptoms, sleep problems, vaginal dryness) and cost-effectiveness of the intervention protocol will be examined as secondary outcomes. Participants (N = 400) will be recruited from a tertiary care medical center or community clinics in medically underserved or rural areas. Participants will be randomized to receive CST-AET or a general health education intervention (comparison condition). CST-AET includes ten nurse-delivered calls delivered over 6 months. CST-AET provides systematic training in coping skills for managing symptoms that interfere with adherence. Interactive voice messaging provides reinforcement for skills use and adherence that is tailored based on real-time adherence data from the wireless smart pill bottles. Given the high rates of non-adherence and recent recommendations that women remain on AET for 10 years, we describe a timely trial. If effective, the CST-AET protocol may not only reduce the burden of AET use but also lead to cost-effective changes in clinical care and improve breast cancer outcomes. Trials registration: ClinicalTrials.gov, NCT02707471, registered 3/3/2016.

Menopausal-Related Symptoms in Women One Year After Breast Cancer Surgery

CONTEXT

Approximately 60% to 100% of women with breast cancer experience at least one menopausal-related symptom. Little is known about associations between menopausal status and symptoms in women 12 months after breast cancer surgery.

OBJECTIVES

The purpose of this study was to evaluate for differences in occurrence, severity, and distress of symptoms between pre- and postmenopausal women 12 months after breast cancer surgery.

METHODS

Women with breast cancer (n = 327) completed the Menopausal Symptoms Scale, which evaluated the occurrence, severity, and distress of 46 common menopausal-related symptoms. Regression analyses were used to evaluate between-group differences in the seven symptoms that occurred in 30% and more of the sample (i.e., hot flashes, night sweats, depression, daytime sweats, joint pain or stiffness, wake during the night, and numbness or tingling).

RESULTS

Of the 327 patients with breast cancer, who completed the 12-month assessment, 35.2% were premenopausal and 64.8% were postmenopausal before surgery. In the conditional models, when significant interactions were found, the differences in symptom occurrence rates between pre- and postmenopausal patients depended on their age.

CONCLUSION

Regardless of menopausal status, women reported relatively high occurrence rates for several menopausal symptoms. Associations between symptom occurrence rates and menopausal status depended on the patient's age. During the development of a survivorship care plan, clinicians need to assess symptom burden within the context of a woman's menopausal status and salient demographic and clinical characteristics. This approach will assist with the prescription of more effective interventions.

Differences in symptom clusters before and twelve months after breast cancer surgery

PURPOSE

Given the inter-relatedness among symptoms, research efforts are focused on an evaluation of symptom clusters. The purposes of this study were to evaluate for differences in the number and types of menopausal-related symptom clusters assessed prior to and at 12-months after surgery using ratings of occurrence and severity and to evaluate for changes in these symptom clusters over time.

METHODS

Prior to and at 12 months after surgery, 392 women with breast cancer completed the Menopausal Symptoms Scale. Exploratory factor analyses were used to identify the symptom clusters.

RESULTS

Of the 392 women evaluated, the mean number of symptoms (out of 46) was 13.2 (±8.5) at enrollment and 10.9 (±8.2) at 12 months after surgery. Using occurrence and severity, three symptom clusters were identified prior to surgery. Five symptom clusters were identified at 12 months following surgery. Two symptom clusters (i.e., pain/discomfort and hormonal) were relatively stable across both dimensions and time points. Two symptom clusters were relatively stable across both dimensions either prior to surgery (i.e., sleep/psychological/cognitive) or at 12 months after surgery (i.e., sleep). The other four clusters (i.e., irritability, psychological/cognitive, cognitive, psychological) were identified at one time point using a single dimension.

CONCLUSIONS

While some menopausal-related symptom clusters were consistent across time and dimensions, the majority of symptoms clustered together differently depending on whether they were evaluated prior to or at 12 months after breast cancer surgery. An increased understanding of how symptom clusters change over time may assist clinicians to focus their symptom assessments and management strategies.

Depression and Quality of Life among Postmenopausal Women in Bangladesh: A Cross-sectional Study

OBJECTIVES

The aims of the research are to examine the problems of abnormal menopausal women: the relationship between depression and menopausal-specific quality of life (MENQOL)-symptoms among postmenopausal women; the association of MENQOL-symptoms between pre- and postmenopausal female society in Bangladeshi real community.

METHODS

This cross sectional study was conducted on 435 women of Tangail, aged (≥ 17) years, using a structured questionnaire where is inaacluded the information of MENQOL and one of the main outcomes "depression" is measured by beck depression inventory.

RESULTS

Menopausal status and MENQOL symptoms (except pain) are significantly (P < 0.05) associated. By using post-hoc analysis, the proportion of menopausal women, classified as having a depressive mood of early menopause is significantly higher than natural-menopause. Among postmenopausal women, there is a significant correlation between "concentration problem" and "depression". Here mean depression score (29.40 ± 6.42) of menopausal women who have any difficulty in concentrating is higher than mean depression score (20.89 ± 6.64) of menopausal women who have no difficulty in concentrating. Another six factors (osteoporosis, heart-beating, fatigue, pressure, tingling, headaches) of MENQOL-symptoms were significantly correlated with depression and P-values are 0.000, 0.000, 0.000, 0.033, 0.006, and 0.002, respectively. Finally the presence of "difficulty in concentrating" and "fatigue" are strongly associated factors with depression score (P < 0.001).

CONCLUSIONS

The early postmenopausal women have to face more psychological problems (e.g., depression) compare to others. Among postmenopausal women, there is no significant relation between depression and vasomotor symptom (e.g., hot-flashes) perspective to menopausal female society of Bangladesh.

A review of the literature on symptom clusters in studies that included oncology patients receiving primary or adjuvant chemotherapy

AIMS AND OBJECTIVES

To summarise the current state of knowledge of symptom clusters research from studies that included, as part of their sample, patients who were receiving primary or adjuvant chemotherapy.

BACKGROUND

Since the concept of a symptom cluster was first introduced into the oncology literature in 2001, only four comprehensive reviews of symptom clusters research in oncology patients were identified that provide insights into this important concept in symptom management research.

DESIGN

A comprehensive review of the literature.

METHODS

A comprehensive literature search was conducted for the years 2000 to 2016. Only 19 studies met the inclusion criteria for this literature review. These studies were evaluated in terms of the symptom assessment instruments used; the statistical analysis methods used; the symptom dimension(s) used to create the symptom cluster(s); the number and types of symptom clusters identified; and whether the specific symptom clusters changed over time.

RESULTS

The number of symptom clusters identified ranged from one-seven. The majority of the studies used some type of factor analysis to create the symptom clusters. The most common symptom dimension used to create the clusters was symptom severity. A "gastrointestinal symptom cluster" was the most common symptom cluster identified. Across the eight longitudinal studies, for half of these studies the symptom clusters remained relatively stable over time.

CONCLUSIONS

Additional research is needed in oncology patients to address the assessment of symptom clusters, the specific nature of symptom clusters and whether symptom clusters change over time.

Patient-reported outcomes (PRO) focused on adverse events (PRO-AEs) in adjuvant and metastatic breast cancer: clinical and translational implications

PURPOSE

The capture of adequate treatment outcomes and quality of life (QOL) of advanced breast cancer patients in clinical routine represents a great challenge. Patient-reported outcomes (PROs) are data elements directly reported by patients about experiences with care, including symptoms, functional status, or quality of life. There is growing interest in the medical community for the evaluation and implementation of PROs of adverse events (PRO-AEs). Recent interest in PROs in health care has evolved in the context of patient centeredness. Our primary objective was to identify trials that had implemented PRO-AEs in the breast cancer treatment setting, thereby demonstrating its feasibility. We aimed to identify published studies that used patient reports to assess AEs during and after breast cancer treatment, to identify clinician underreported and modifiable AEs that are important to patients, and to analyze the feasibility and usefulness of PRO instrument implementation in everyday oncological practice with special attention given to electronic-based PRO instruments.

METHODS

We conducted a systematic search of PubMed for studies that used PRO instruments to assess AEs of breast cancer treatment in the metastatic and adjuvant settings. Two authors independently reviewed the search results and decided which studies fully met the predefined inclusion criteria.

RESULTS

The search yielded 606 publications. The two reviewers found that 9 studies met the inclusion criteria. Three AEs were identified as important to patients but inadequately reported by health care providers, namely hot flushes, vaginal dryness, and weight gain.

CONCLUSIONS

PROs and PRO-AEs are the consequence of contemporary concepts of patient-centered medicine and the growing feasibility, utility, and implications of collecting data using modern technology. Furthermore, the willingness of patients to utilize innovative applications for their own health has been increasing in parallel to the enhanced impact of the World Wide Web. Especially, the coverage of the metastatic situation promises numerous findings on the structure and quality of health care, enabling implementation of individually tailored interventions. Remote electronic self-reporting (i.e., home reporting) is feasible and is associated with high compliance levels.

Weight gain during adjuvant endocrine treatment for early-stage breast cancer: What is the evidence?

Most breast cancer (BC) tumors are early stage and hormone receptor positive, where treatment generally includes adjuvant endocrine treatment (ET). Oncology providers and women about to start ET want to know about side effects, including potential weight gain. The aim of this study was a literature review to identify the independent effect of ET on post-diagnosis weight gain. Weight gain is of concern with regard to potential associations with BC recurrence, mortality, and quality of life in survivorship. We conducted a targeted review of the literature. Thirty-eight studies met our inclusion criteria. Patient-reported weight gain ranged widely from 18 to 52 % of patients in Year 1 and from 7 to 55 % in Year 5. Some studies reported categories of weight change: lost weight (9-17 %), stable weight (47-64 %), and gained weight (27-36 %). Most studies comparing ET with placebo or tamoxifen with AI reported no significant difference between the two groups. Wide-ranging and inconsistent results point to the need for further research to clarify annual weight change (loss, gain, stability) from BC diagnosis through 5 years of ET and beyond. There is also a need to explore weight change by type of ET and to explore risk factors for weight gain in women on ET, including tumor type, sociodemographic characteristics, and health behaviors. More specific information is needed to identify high-risk BC patients who could be targeted for weight management interventions.

Breast Cancer Symptom Clusters Derived from Social Media and Research Study Data Using Improved K-Medoid Clustering

Most cancer patients, including patients with breast cancer, experience multiple symptoms simultaneously while receiving active treatment. Some symptoms tend to occur together and may be related, such as hot flashes and night sweats. Co-occurring symptoms may have a multiplicative effect on patients' functioning, mental health, and quality of life. Symptom clusters in the context of oncology were originally described as groups of three or more related symptoms. Some authors have suggested symptom clusters may have practical applications, such as the formulation of more effective therapeutic interventions that address the combined effects of symptoms rather than treating each symptom separately. Most studies that have sought to identify clusters in breast cancer survivors have relied on traditional research studies. Social media, such as online health-related forums, contain a bevy of user-generated content in the form of threads and posts, and could be used as a data source to identify and characterize symptom clusters among cancer patients. The present study seeks to determine patterns of symptom clusters in breast cancer survivors derived from both social media and research study data using improved K-Medoid clustering. A total of 50,426 publicly available messages were collected from Medhelp.com and 653 questionnaires were collected as part of a research study. The network of symptoms built from social media was sparse compared to that of the research study data, making the social media data easier to partition. The proposed revised K-Medoid clustering helps to improve the clustering performance by re-assigning some of the negative-ASW (average silhouette width) symptoms to other clusters after initial K-Medoid clustering. This retains an overall non-decreasing ASW and avoids the problem of trapping in local optima. The overall ASW, individual ASW, and improved interpretation of the final clustering solution suggest improvement. The clustering results suggest that some symptom clusters are consistent across social media data and clinical data, such as gastrointestinal (GI) related symptoms, menopausal symptoms, mood-change symptoms, cognitive impairment and pain-related symptoms. We recommend an integrative approach taking advantage of both data sources. Social media data could provide context for the interpretation of clustering results derived from research study data, while research study data could compensate for the risk of lower precision and recall found using social media data.

Symptom clusters in women with breast cancer: an analysis of data from social media and a research study

PURPOSE

User-generated content on social media sites, such as health-related online forums, offers researchers a tantalizing amount of information, but concerns regarding scientific application of such data remain. This paper compares and contrasts symptom cluster patterns derived from messages on a breast cancer forum with those from a symptom checklist completed by breast cancer survivors participating in a research study.

METHODS

Over 50,000 messages generated by 12,991 users of the breast cancer forum on MedHelp.org were transformed into a standard form and examined for the co-occurrence of 25 symptoms. The k-medoid clustering method was used to determine appropriate placement of symptoms within clusters. Findings were compared with a similar analysis of a symptom checklist administered to 653 breast cancer survivors participating in a research study.

RESULTS

The following clusters were identified using forum data: menopausal/psychological, pain/fatigue, gastrointestinal, and miscellaneous. Study data generated the clusters: menopausal, pain, fatigue/sleep/gastrointestinal, psychological, and increased weight/appetite. Although the clusters are somewhat different, many symptoms that clustered together in the social media analysis remained together in the analysis of the study participants. Density of connections between symptoms, as reflected by rates of co-occurrence and similarity, was higher in the study data.

CONCLUSIONS

The copious amount of data generated by social media outlets can augment findings from traditional data sources. When different sources of information are combined, areas of overlap and discrepancy can be detected, perhaps giving researchers a more accurate picture of reality. However, data derived from social media must be used carefully and with understanding of its limitations.

The biology of cancer-related fatigue: a review of the literature

PURPOSE

Understanding the etiology of cancer-related fatigue (CRF) is critical to identify targets to develop therapies to reduce CRF burden. The goal of this systematic review was to expand on the initial work by the National Cancer Institute CRF Working Group to understand the state of the science related to the biology of CRF and, specifically, to evaluate studies that examined the relationships between biomarkers and CRF and to develop an etiologic model of CRF to guide researchers on pathways to explore or therapeutic targets to investigate.

METHODS

This review was completed by the Multinational Association of Supportive Care in Cancer Fatigue Study Group-Biomarker Working Group. The initial search used three terms (biomarkers, fatigue, cancer), which yielded 11,129 articles. After removing duplicates, 9145 articles remained. Titles were assessed for the keywords "cancer" and "fatigue" resulting in 3811 articles. Articles published before 2010 and those with samples <50 were excluded, leaving 75 articles for full-text review. Of the 75 articles, 28 were further excluded for not investigating the associations of biomarkers and CRF.

RESULTS

Of the 47 articles reviewed, 25 were cross-sectional and 22 were longitudinal studies. More than half (about 70 %) were published recently (2010-2013). Almost half (45 %) enrolled breast cancer participants. The majority of studies assessed fatigue using self-report questionnaires, and only two studies used clinical parameters to measure fatigue.

CONCLUSIONS

The findings from this review suggest that CRF is linked to immune/inflammatory, metabolic, neuroendocrine, and genetic biomarkers. We also identified gaps in knowledge and made recommendations for future research.

The association of cognitive fatigue with menopause, depressive symptoms, and quality of life in ambulatory breast cancer patients

BACKGROUND

The causes of cancer-related fatigue, which can influence patients' activities, are multidimensional; however, little is known about the cognitive dimension. We examined the association of cognitive fatigue with menopause, depressive symptoms, and quality of life in ambulatory breast cancer patients after primary treatment.

METHODS

This descriptive, cross-sectional study recruited 20-64-year-old breast cancer patients in an outpatient setting. The patients (N = 93; mean age = 53 years) were divided into low (L-CogF) and high-cognitive fatigue (H-CogF) groups according to their scores on the cognitive fatigue subscale of the Cancer Fatigue Scale. We compared the groups on their sociodemographic and medical characteristics and scores on the Functional Assessment of Cancer Therapy-Breast (FACT-B) [a measure of quality of life (QOL)], Simplified Menopausal Index (SMI), and Self-Rating Questionnaire for Depression (SRQ-D).

RESULTS

The L-CogF (n = 55) and H-CogF (n = 38) patients did not differ in age, years since diagnosis, marital status, educational background, or treatment history. Total and subscale FACT-B scores, except for physical well-being, were significantly lower in H-CogF participants than in L-CogF participants. SMI and SRQ-D scores were significantly higher in H-CogF participants. Employed H-CogF participants were concerned about keeping their jobs (p < 0.05).

CONCLUSIONS

Breast cancer patients with high-cognitive fatigue suffer from severe menopause and depressive symptoms, and deteriorating QOL. Cognitive fatigue should be considered when interpreting patients' cognitive complaints.

Symptoms of hormonal therapy and social support: Is there a connection? Comparison of symptom severity, symptom interference and social support among breast cancer patients receiving and not receiving adjuvant hormonal treatment

BACKGROUND

Although there has been a significant reduction in mortality, breast cancer is the most frequent cancer among women worldwide. This decline in mortality has created a significant survivor population that must manage the post curative treatment phase, in order to have an increased quality of life and well-being. This study examined the relationship between symptom interference and severity with the perception of social support in the lives of women receiving or not receiving, hormonal therapy after initial treatment.

METHODS AND SAMPLE

Participants completed symptom severity and interference questionnaires, (MDASI and BCPT), a social support survey (MSPSS) and demographic and comorbidity questionnaires.

RESULTS

Of the 210 women participants, higher symptom severity correlated with unemployment, living alone or being religious. Participants who were currently taking hormonal treatment (n = 84), reported a significant negative correlation between symptom severity, measured by MDASI, and social support (p = 0.006). Consequently, as symptom severity increased, perceived social support decreased. In the BCPT assessment, decreased cognitive functioning (p < 0.05), pain (p < 0.05), bladder dysfunction (p = 0.001), and reduced self-image (p < 0.01) were significantly negatively correlated with social support for those participants currently taking hormonal therapy. Participants who had not previously received hormonal therapy (n = 64), cognitive dysfunction and bladder dysfunction were negatively correlated with social support. Women with preexisting heart or pulmonary dysfunction and arthritis reported statistically significant higher levels of symptom severity and decreased perceptions of social support.

CONCLUSIONS

Identifying socio-demographic variables and comorbidities that affect hormonal therapy symptom burden is essential for offering adequate support for breast cancer survivors.

Menopausal symptoms among breast cancer patients: a potential indicator of favorable prognosis

Menopausal symptoms have been suggested to be an indicator of better prognosis among patients treated for breast cancer, because women who experience these symptoms usually have a lower level of estrogen. We tested this hypothesis in a population-based, prospective cohort study involving 4,842 women with stage 0 to III primary breast cancer who were enrolled in the Shanghai Breast Cancer Survival Study between March 2002 and April 2006, were aged 20 to 75 years, and were recruited 6 months post-diagnosis. They were followed-up by in-person surveys and record linkages with the vital statistics registry. Cox regression analysis was used to evaluate the association of menopausal symptoms at baseline with breast cancer recurrence. Approximately 56% of patients experienced at least one menopausal symptom, including hot flashes, night sweats, and/or vaginal dryness at baseline. During a median follow-up period of 5.3 years, 720 women had a recurrence. Experiencing hot flashes or having ≥2 menopausal symptoms was associated with lower risk of recurrence among premenopausal women (hazard ratio [HR]=0.77, 95% confidence interval [CI]: 0.62-0.96 for hot flashes; 0.73, 0.56-0.96 for ≥2 menopausal symptoms). Lower recurrence risk in relation to hot flashes was also observed among women who were not overweight/obese (HR=0.78, 95% CI: 0.64-0.99), those with relatively low waist-to-hip ratio (WHR) (HR=0.77, 95% CI: 0.61-0.97), and those who used tamoxifen (HR=0.75, 95% CI: 0.58-0.98). Consistently experiencing multiple menopausal symptoms was associated with lower recurrence risk among women with low WHR or who used tamoxifen. This large, population-based cohort study of women with breast cancer confirms that experiencing menopausal symptoms is an indicator of favorable breast cancer prognosis.

Premature menopause in young breast cancer: effects on quality of life and treatment interventions

Many young women are at increased risk for premature menopause following adjuvant treatment for breast cancer. These women must deal with consequences of menopause, including loss of fertility and physiologic symptoms such as night sweats, hot flashes, vaginal dryness, and weight gain. These symptoms can be particularly distressing for young women and can adversely affect both health-related and psychosocial quality of life (QOL). While there are a wide range of pharmacologic and non-pharmacologic interventions available to help with these symptoms and in turn, improve QOL, there is little data available about the use and efficacy of these interventions in younger women who become menopausal as a result of their breast cancer treatment. Future studies should focus on this vulnerable population, with the goal of identifying effective strategies to relieve symptoms and improve quality of life in young breast cancer survivors.

Evaluation of an acupuncture service in oncology

Background and aims: Current evidence suggests that acupuncture may provide some palliation of the symptoms and side effects of cancer and its treatments. Therefore, consideration of the potential benefit of the introduction of an acupuncture service in oncology at Cornwall was investigated. This study describes the experience of patients using the service.

Methods: Between April 2005 and October 2007, 107 oncology patients experiencing one or more of the following symptoms, such as nausea, vomiting, hot flushes, pain, breathlessness, dry mouth, anxiety, depression, fatigue, diarrhoea, constipation or difficulties in coping, were referred for up to 10 weekly acupuncture treatments. About 103 had acupuncture treatment. This observational study utilised responses to questionnaires and self assessment of symptoms at the start (baseline), on completion of treatment and at two months post-acupuncture treatment.

Results: Complete data were returned for 47 participants. Improvement in vasomotor symptoms was seen in 86% of patients presenting with hot flushes. There was a significant (p = < 0.001) reduction in anxiety following acupuncture. The mean difference between scores on the Fatigue Scale (18) across the study period showed improvement in patients experiencing fatigue (p = 0.039).

Conclusion: An acupuncture service for Oncology is practicable and is of benefit to patients. A future randomised controlled trial focusing on the use of acupuncture for hot flushes associated with hormonal treatments for cancer would be worthwhile as these patients form the bulk of referrals and many reported improvement in their hot flushes. A pilot study to compare acupuncture and Venlafaxine for hot flushes in breast cancer patients taking anti-oestrogen treatment is currently being planned. The results of this study demonstrate that acupuncture may benefit patients experiencing anxiety and/or fatigue associated with cancer. A larger randomised controlled trial would more adequately investigate this hypothesis.

Symptom clusters among multiethnic groups of cancer patients with pain

OBJECTIVE

Considering recent inconsistent findings on ethnic differences in cancer pain experience, there is a need to clarify the association of ethnicity to cancer pain experience through diverse approaches. However, there currently exist only a small number of studies on ethnic differences in cancer pain experience in general, and few symptom cluster studies specifically related to ethnic differences in cancer pain experience. The purpose of this study was to cluster cancer patients who reported similar cancer pain experience, and to determine ethnic differences in the clusters.

METHOD

This was a secondary analysis of the data from a larger Internet study on cancer pain experience of four major ethnic groups of cancer patients in the United States. Only 388 subjects who responded to the questions on cancer pain, cancer symptoms, and functional status were included for this secondary analysis. The data were analyzed using hierarchical cluster analysis and multinomial logistic analysis.

RESULTS

A three-cluster solution was adopted: 1) Cluster 1 with low pain, low symptoms, and high functional status, 2) Cluster 2 with moderate pain, low symptoms, and moderate functional staus, and 3) Cluster 3 with high pain, moderate symptoms, and low functional status. In Cluster 2, there were ethnic difference in the cancer pain and funtional status scores; Asian Americans reported lower pain scores than did other ethnic groups, and African Americans had higher funtional status scores than did other ethnic groups. In Cluster 3, there were ethnic difference in the symptom scores (p < 0.05); African Americans reported higher symptom scores than did whites.

SIGNIFICANCE OF RESULTS

The results of this study add an important piece of information on ethnic differences in symptom clusters. This study suggests further national scope studies on clustering multiethnic groups of cancer patients by cancer pain experience.

Symptom clusters in patients with advanced cancer: a reanalysis comparing different statistical methods

CONTEXT

The clinical relevance of symptom cluster research remains questionable if inconsistencies, partially attributable to the varying statistical analyses used, exist.

OBJECTIVES

To investigate whether symptom clusters identified were consistent using three different statistical methods and to observe the temporal pattern of clusters. A secondary objective was to compare symptom clustering in responders and nonresponders to radiotherapy over time.

METHODS

Reanalysis of an existing data set compiled from 1296 patients with advanced cancer was performed using hierarchical cluster analysis (HCA) and exploratory factor analysis (EFA) to extract symptom clusters at baseline, 1-, 2-, 4-, 8-, and 12-week follow-up time points. Findings were compared with results obtained using principal component analysis (PCA) in our previously published study. The original sample was further divided into two subgroups: responders and nonresponders. The symptom clusters present in each subgroup were examined using PCA, HCA, and EFA at the same time points as mentioned above.

RESULTS

The symptom cluster findings of HCA and PCA correlated more frequently with each other than either did with the results of EFA. Complete consensus in all three statistical methods was never reached at any assessment time point in the present study. Increasingly diverging patterns of symptom cluster development over time were observed in the responder vs. nonresponder subgroups. Symptom pairs comprising anxiety and depression or fatigue and drowsiness consistently presented in the same cluster despite the shifting of other symptoms in the cluster over time.

CONCLUSION

The presence and composition of symptom clusters identified varied depending on which statistical analysis method was used. A key step in achieving consistency in symptom cluster research involves the utilization of a common analytical method.

A literature review of symptom clusters in patients with breast cancer

The aim of this article is to present a review reporting empirically determined symptom clusters in breast cancer patients. We conducted a literature search on symptom clusters in breast cancer patients using PubMed, MEDLINE, EMBASE and CINAHL. Studies examining the presence of predetermined clusters were excluded. The five relevant studies identified were published between 2005 and 2009. The five studies differed from each other by statistical methodology, by the number of symptom clusters produced and by the symptoms comprising the clusters. Symptom clusters extracted between the five studies varied from one to four, while the number of symptoms in a cluster ranged from two to five. One study examining symptom clusters between different patient groups and a second study examining clusters across a time trajectory had certain reproducible clusters comprising similar symptoms. There were no clusters across different studies that contained the same symptoms, although the single symptom of fatigue was present in a cluster in all five studies and depression/psychological distress was noted in four of the studies. Nausea and appetite were the only two symptoms that associated together across three of the five studies; however, they were not the only two symptoms in those clusters. Methodological disparities include different patient populations between and within studies, different statistical methods, varying assessment tools and time points, with the majority of studies employing more than one symptom tool. Although there were common symptoms assessed across the five studies, no common symptom clusters could be derived from these reports. This lack of commonality may result from the disparities in subpopulations of patients, assessment tools, and analytical and methodological approaches. As symptom cluster research continues to develop towards a clearer consensus on guidelines, the findings of symptom clusters may provide clinically valuable information regarding diagnosis, prognostication, prioritizing and managing symptoms in breast cancer patients.

Symptom Clusters Using the Edmonton Symptom Assessment System in Patients With Bone Metastases: A Reanalysis Comparing Different Statistical Methods

Background

To determine whether symptom clusters in patients with bone metastases vary when extracted using three different statistical methods. To compare the temporal composition of symptom clusters in responders versus non-responders to palliative radiation treatment.

Methods

A previous dataset of 518 bone metastases patients who completed the Edmonton Symptom Assessment System (ESAS) was used in this study. Clusters derived using Principal Component Analysis (PCA) in our previous study were compared to symptom clusters extracted using Hierarchical Cluster Analysis (HCA) and Exploratory Factor Analysis (EFA). Clusters were derived at baseline, and 1, 2, 4, 8 and 12 weeks after radiation treatment. The patient sample was further divided into responders versus non-responders to radiotherapy. The three statistical methods were performed to identify clusters in the subgroups at each time point.

Results

A complete consensus between HCA, EFA and PCA for the number and composition of symptom clusters was not reached at any time point. Furthermore, little correlation in clusters was found between the three statistical methods despite the use of an identical data set. As expected, different symptom clusters were observed in the responders and non-responders with all three statistical methods. In addition, clusters varied at each time point within each subgroup. Depression and anxiety were consistently found in the same cluster.

Conclusion

The quantity, composition, and occurrence of symptom clusters varied based on which statistical method was employed. The use of a common analytical method is necessary for consistency and comparison purposes in future symptom cluster research.

Hypnosis for hot flashes among postmenopausal women study: a study protocol of an ongoing randomized clinical trial

Background

Hot flashes are a highly prevalent problem associated with menopause and breast cancer treatments. The recent findings from the Women's Health Initiative have important implications for the significance of a non-hormonal, mind-body intervention for hot flashes in breast cancer survivors. Women who take hormone therapy long-term may have a 1.2 to 2.0 fold increased risk of developing breast cancer. In addition, it is now known that hormone therapy with estrogen and progestin is associated with increased risk of cardiovascular disease and stroke. Currently there are limited options to hormone replacement therapy as non-hormonal pharmacological agents are associated with only modest activity and many adverse side effects. Because of this there is a need for more alternative, non-hormonal therapies. Hypnosis is a mind-body intervention that has been shown to reduce self-reported hot flashes by up to 68% among breast cancer survivors, however, the use of hypnosis for hot flashes among post-menopausal women has not been adequately explored and the efficacy of hypnosis in reducing physiologically measured hot flashes has not yet been determined.

Methods/design

A sample of 180 post-menopausal women will be randomly assigned to either a 5-session Hypnosis Intervention or 5-session structured-attention control with 12 week follow-up. The present study will compare hypnosis to a structured-attention control in reducing hot flashes (perceived and physiologically monitored) in post-menopausal women in a randomized clinical trial. Outcomes will be hot flashes (self-report daily diaries; physiological monitoring; Hot Flash Related Daily Interference Scale), anxiety (State-Trait Anxiety Inventory; Hospital Anxiety and Depression Scale (HADS); anxiety visual analog scale (VAS rating); depression (Center for Epidemiologic Studies Depression Scale), sexual functioning (Sexual Activity Questionnaire), sleep quality (Pittsburgh Sleep Quality Index) and cortisol.

Discussion

This study will be the first full scale test of hypnosis for hot flashes; one of the first studies to examine both perceived impact and physiologically measured impact of a mind-body intervention for hot flashes using state-of-the-art 24 hour ambulatory physiological monitoring; the first study to examine the effect of hypnosis for hot flashes on cortisol; and the first investigation of the role of cognitive expectancies in treatment of hot flashes in comparison to a Structured-Attention Control.

Trial Registration

This clinical trial has been registered with ClinicalTrials.gov, a service of the U.S. National Institutes of Health, ClinicalTrials.gov Identifier: NCT01293695.

If I am in the mood, I enjoy it: an exploration of cancer-related fatigue and sexual functioning in women with breast cancer

BACKGROUND

We recently reported that cancer-related fatigue (CRF) after adjuvant breast cancer therapy was prevalent and disabling, but largely self-limiting within 12 months. The current paper describes sexual functioning (SF) and its relationship to CRF, mood disorder, and quality of life (QOL) over the first year after completion of adjuvant therapy.

METHODS

Women were recruited after surgery, but prior to commencing adjuvant treatment, for early-stage breast cancer. Self-reported validated questionnaires assessed SF, CRF, mood, menopausal symptoms, disability, and QOL at baseline, completion of therapy, and at 6 months and 12 months after treatment.

RESULTS

Of the 218 participants, 92 (42%) completed the SF measure (mean age, 50 years). They were significantly younger, more likely to be partnered, and less likely to be postmenopausal than nonresponders. At baseline, 40% reported problems with sexual interest and 60% reported problems with physical sexual function. SF scores declined across all domains at the end of treatment, then improved but remained below baseline at 12 months, with a significant temporal effect in the physical SF subscale and a trend for overall satisfaction. There were significant correlations between the SF and QOL domains (physical and emotional health, social functioning, and general health) as well as overall QOL. The presence of mood disorder, but not fatigue, demographic, or treatment variables, independently predicted worse overall sexual satisfaction.

CONCLUSIONS

Sexual dysfunction is common after breast cancer therapy and impacts QOL. Interventions should include identification and treatment of concomitant mood disorder.

Tryptophan degradation in women with breast cancer: a pilot study

Background

Altered tryptophan metabolism and indoleamine 2,3-dioxygenase activity are linked to cancer development and progression. In addition, these biological factors have been associated with the development and severity of neuropsychiatric syndromes, including major depressive disorder. However, this biological mechanism associated with both poor disease outcomes and adverse neuropsychiatric symptoms has received little attention in women with breast cancer. Therefore, a pilot study was undertaken to compare levels of tryptophan and other proteins involved in tryptophan degradation in women with breast cancer to women without cancer, and secondarily, to examine levels in women with breast caner over the course of chemotherapy.

Findings

Blood samples were collected from women with a recent diagnosis of breast cancer (n = 33) before their first cycle of chemotherapy and after their last cycle of chemotherapy. The comparison group (n = 24) provided a blood sample prior to breast biopsy. Plasma concentrations of tryptophan, kynurenine, and tyrosine were determined. The kynurenine to tryptophan ratio (KYN/TRP) was used to estimate indoleamine 2,3-dioxygenase activity. On average, the women with breast cancer had lower levels of tryptophan, elevated levels of kynurenine and tyrosine and an increased KYN/TRP ratio compared to women without breast cancer. There was a statistically significant difference between the two groups in the KYN/TRP ratio (p = 0.036), which remained elevated in women with breast cancer throughout the treatment trajectory.

Conclusions

The findings of this pilot study suggest that increased tryptophan degradation may occur in women with early-stage breast cancer. Given the multifactorial consequences of increased tryptophan degradation in cancer outcomes and neuropsychiatric symptom manifestation, this biological mechanism deserves broader attention in women with breast cancer.

Menopausal status in breast cancer patients with past chemotherapy determines long-term hypoactive sexual desire disorder

INTRODUCTION

Chemotherapy and endocrine treatment in young breast cancer patients are frequently associated with abrupt menopause. Little is known about the long-term prevalence of hypoactive sexual desire disorder (HSDD) in these patients.

AIMS

To examine the effects of adjuvant endocrine therapy on sexual desire in premenopausal patients with breast cancer and past chemotherapy.

METHODS

A controlled, cross-sectional study enrolled 47 women with breast cancer or benign breast disease at a tertiary care center. A standardized questionnaire (Sexual Interest and Desire Inventory-Female; SIDI-F) on HSDD was utilized. Serum concentrations for estradiol were measured by a specific assay.

MAIN OUTCOME MEASURES

The SIDI-F interview was applied in 35 women with breast cancer (mean age: 42.3 years) with eventual adjuvant endocrine therapy, 2-8 years after chemotherapy, and 13 women with benign breast tumors (mean age: 39.8 years), 2-5 years after diagnosis.

RESULTS

Mean SIDI-F scores were similar in the breast cancer group (32.9) and the benign breast disease group (34.0). Subgroup analysis revealed no statistical differences in the mean SIDI-F scores with respect to the actual endocrine therapy. However, in breast cancer patients with menopause induced by chemotherapy or gonadotropin-releasing hormone (GnRH) agonists, the SIDI-F scores were significantly lower (30.7) compared to breast cancer patients with menorrhea (40.4). In breast cancer patients, amenorrhea was associated with significantly lower estradiol levels compared to menorrhea (24 pg/mL vs. 91 pg/mL; P = 0.02).

CONCLUSIONS

Cancer treatment that leads to long-term ovarian failure in breast cancer patients has a negative impact on sexual desire. Patients with menopause induced by chemotherapy or GnRH agonists show significantly reduced sexual desire as compared to menstruating patients with past chemotherapy.

Relationship between severity of symptoms and quality of life in patients with breast cancer receiving adjuvant hormonal therapy

PURPOSE/OBJECTIVES

To describe symptoms and quality of life (QOL) of patients with breast cancer receiving adjuvant hormonal therapy and to examine possible relationships between the two measurements.

DESIGN

Descriptive, correlational study.

SETTING

An oncology clinic within a tertiary medical center in Israel.

SAMPLE

Convenience sample of 132 patients diagnosed with primary breast cancer receiving hormonal therapy.

METHODS

Data collection was conducted through the self-administered Functional Assessment of Cancer Therapy endocrine subscale and a sociodemographic and medical information questionnaire.

MAIN RESEARCH VARIABLES

QOL and symptoms of hormonal therapy.

FINDINGS

Ten symptoms were categorized by more than 20% of the participants as "very much" or "quite a bit." The mean QOL score for the participants was higher than that for a healthy population, although a correlation was found between fewer symptoms and higher QOL. Mood swings and irritability were the symptoms most strongly associated with a decrease in QOL. Patients who exercised had higher QOL scores.

CONCLUSIONS

Adjuvant hormonal therapy did not affect the QOL of a majority of patients with primary breast cancer. A reduced number of symptoms indicated a higher QOL. Mood swings and irritability have a negative impact on QOL.

IMPLICATIONS FOR NURSING

A need exists to design a program to follow up on hormonal symptoms and the QOL of patients receiving hormonal therapy and to encourage patients to engage in regular exercise.

The nested structure of cancer symptoms. Implications for analyzing co-occurrence and managing symptoms

OBJECTIVE

Although many cancer patients experience multiple concurrent symptoms, most studies have either focused on the analysis of single symptoms, or have used methods such as factor analysis that make a priori assumptions about how the data is structured. This article addresses both limitations by first visually exploring the data to identify patterns in the co-occurrence of multiple symptoms, and then using those insights to select and develop quantitative measures to analyze and validate the results.

METHODS

We used networks to visualize how 665 cancer patients reported 18 symptoms, and then quantitatively analyzed the observed patterns using degree of symptom overlap between patients, degree of symptom clustering using network modularity, clustering of symptoms based on agglomerative hierarchical clustering, and degree of nestedness of the symptoms based on the most frequently co-occurring symptoms for different sizes of symptom sets. These results were validated by assessing the statistical significance of the quantitative measures through comparison with random networks of the same size and distribution.

RESULTS

The cancer symptoms tended to co-occur in a nested structure, where there was a small set of symptoms that co-occurred in many patients, and progressively larger sets of symptoms that co-occurred among a few patients.

CONCLUSIONS

These results suggest that cancer symptoms co-occur in a nested pattern as opposed to distinct clusters, thereby demonstrating the value of exploratory network analyses to reveal complex relationships between patients and symptoms. The research also extends methods for exploring symptom co-occurrence, including methods for quantifying the degree of symptom overlap and for examining nested co-occurrence in co-occurrence data. Finally, the analysis also suggested implications for the design of systems that assist in symptom assessment and management. The main limitation of the study was that only one dataset was considered, and future studies should attempt to replicate the results in new data.

Symptom clusters in cancer patients: a review of the literature

Cancer patients often experience multiple symptoms, and those symptoms can independently predict changes in patient function, treatment failures, and post-therapeutic outcomes. Symptom clusters are defined as two or more concurrent symptoms that are related and may or may not have a common cause. The purpose of the present study was to review, in cancer patients, common symptom clusters and their predictors.

Using medline, embase, Cochrane Central, and cinahl, we conducted a literature search on symptom clusters in cancer patients. Studies that investigated predetermined clusters were not included. We identified seven individual studies and one group of five studies validating the M.D. Anderson Symptom Inventory. These studies had been published between 1997 and 2006. Two of the seven individual studies and the group of five studies that had validated the M.D. Anderson Symptom Inventory included patients with any cancer type; three studies included breast cancer patients only; and two studies included lung cancer patients only.

A gastrointestinal cluster consisting of nausea and vomiting was the single cluster common to two of the studies. The severity of this cluster increased when patients were treated with chemotherapy. No common clusters were found in the lung and breast cancer patient populations. However, breast cancer patients experienced more symptom cluster involvement while undergoing chemotherapy. We noted methodology disparities among the papers with regard to assessment tools used, statistical analyses, and populations.

Research on symptom clusters is still in an early stage. Multiple symptoms clearly affect prognosis, quality of life, and functional status. The study of symptom clusters is important for its implications regarding patient management, and a consensus on appropriate research methodology is vital.

Urogenital atrophy in breast cancer survivors

PURPOSE/OBJECTIVES

To review the symptoms of urogenital atrophy in breast cancer survivors, influencing factors, and their effects on performance.

DATA SOURCES

Review of qualitative and quantitative research data that describe pain, function, satisfaction, and quality of life related to urologic, genital, and sexual function.

DATA SYNTHESIS

Breast cancer treatment can induce or exacerbate symptoms related to urogenital atrophy. The lower urinary and genital tracts are affected by physiologic alterations, the potential abrupt onset of menopause, and treatment side effects. Symptoms of urogenital atrophy often are more prevalent and severe in women treated for breast cancer than in age-matched women without breast cancer.

CONCLUSIONS

Symptoms related to urogenital atrophy are common in breast cancer survivors and can be affected by physiologic, situational, and psychological influences with negative effects on performance. Research is essential to the understanding of how transient or permanent hormonal alterations affect the urogenital system and the role of these symptoms on quality of life.

IMPLICATIONS FOR NURSING

Nurses must listen with sensitivity to breast cancer survivors and their descriptions of these significant and life-altering symptoms. Personalized discussion enables the nurse to explore issues, assess symptoms, recommend interventions, and evaluate at follow-up visits. Nurses are integral to the provision of survivorship care planning that can address the short- and long-term effects of a cancer diagnosis and related treatments.