Integrating Symptoms Into the Diagnostic Criteria for Breast Cancer-Related Lymphedema: Applying Results From a Prospective Surveillance Program

Side effects of COVID-19 vaccinations in patients treated for breast cancer

Lymph node swelling is a side effect of the mRNA COVID-19 vaccines, a distressing side effect for women treated for breast cancer. The purpose of this study is to present side effects reported by a cohort of patients treated for breast cancer. A survey link was sent to 4945 women who received breast cancer treatment and were prospectively screened for breast cancer-related lymphedema. In total, 621 patients who received an mRNA vaccine and responded to the survey were included in analysis. We assessed the frequency and predictors of side effects. The most frequent side effects reported were injection site soreness, fatigue, generalized muscle soreness, headache, and chills, with median duration  ≤ 48 h. Lymph node swelling occurred most often in the axilla ipsilateral to the vaccine. The median duration was 1 week or less after all doses. These data will inform patient education regarding future vaccine doses, including reassurances about which side effects to expect, particularly lymph node swelling which may impact mammograms after vaccination. Type and duration of side effects were similar to that reported by the general population in Phase 3 testing trials of the mRNA vaccines. Clinical Trial Registration NCT04872738 posted May 4, 2021.

Prospective, early longitudinal assessment of lymphedema-related quality of life among patients with locally advanced breast cancer: The foundation for building a patient-centered screening program

BACKGROUND

We examined how breast cancer-related lymphedema (BCRL) affects health-related quality of life (HRQOL), productivity, and compliance with therapeutic interventions to guide structuring BCRL screening programs.

METHODS

We prospectively followed consecutive breast cancer patients who underwent axillary lymph node dissection (ALND) with arm volume screening and measures assessing patient-reported health-related quality of life (HRQOL) and perceptions of BCRL care. Comparisons by BCRL status were made with Mann-Whitney U, Chi-square, Fisher's exact, or t tests. Trends over time from ALND were assessed with linear mixed-effects models.

RESULTS

With a median follow-up of 8 months in 247 patients, 46% self-reported ever having BCRL, a proportion that increased over time. About 73% reported fear of BCRL, which was stable over time. Further in time from ALND, patients were more likely to report that BCRL screening reduced fear. Patient-reported BCRL was associated with higher soft tissue sensation intensity, biobehavioral, and resource concerns, absenteeism, and work/activity impairment. Objectively measured BCRL had fewer associations with outcomes. Most patients reported performing prevention exercises, but compliance decreased over time; patient-reported BCRL was not associated with exercise frequency. Fear of BCRL was positively associated with performing prevention exercises and using compressive garments.

CONCLUSIONS

Both incidence and fear of BCRL were high after ALND for breast cancer. Fear was associated with improved therapeutic compliance, but compliance decreased over time. Patient-reported BCRL was more strongly associated with worse HRQOL and productivity than was objective BCRL. Screening programs must support patients' psychological needs and aim to sustain long-term compliance with recommended interventions.

Risk factors of unilateral breast cancer-related lymphedema: an updated systematic review and meta-analysis of 84 cohort studies

PURPOSE

To review and update the incidence and risk factors for breast cancer-related lymphedema based on cohort studies.

METHODS

The study was guided by the Joanna Briggs Institute methodology and the Cochrane handbook for systematic reviews. PubMed, EMBASE, CINAHL, Scopus, Web of Science, The Cochrane Library, CNKI, SinoMed, and Wan Fang Database were searched from inception to November 15, 2021. Cohort studies reported adjusted risk factors were selected. PRISMA guideline was followed. Study quality were evaluated using the Newcastle-Ottawa scale. Random-effects models were adopted. The robustness of pooled estimates was validated by meta-regression and subgroup analysis. Lymphedema incidence and adjusted risk factors in the multivariable analyses with hazard / odds ratios and 95% CIs were recorded.

RESULTS

Eighty-four cohort studies involving 58,358 breast cancer patients were included. The pooled incidence of lymphedema was 21.9% (95% CI, 19.8-24.0%). Fourteen factors were identified including ethnicity (black vs. white), higher body mass index, higher weight increase, hypertension, higher cancer stage (III vs. I-II), larger tumor size, mastectomy (vs. breast conservation surgery), axillary lymph nodes dissection, more lymph nodes dissected, higher level of lymph nodes dissection, chemotherapy, radiotherapy, surgery complications, and higher relative volume increase postoperatively. Additionally, breast reconstruction surgery, and adequate finance were found to play a protective role. However, other variables such as age, number of positive lymph nodes, and exercise were not correlated with risk of lymphedema.

CONCLUSION

Treatment-related factors still leading the development of breast cancer-related lymphedema. Other factors such as postoperative weight increase and finance status also play a part. Our findings suggest the need to shift the focus from treatment-related factors to modifiable psycho-social-behavioral factors.

Evaluation of Circulating MicroRNAs and Adipokines in Breast Cancer Survivors with Arm Lymphedema

Breast cancer-related lymphedema (BCRL) is a form of secondary lymphedema that is characterized by abnormal swelling of one or both arms due to the accumulation of lymph fluid in the interstitial tissue spaces, resulting from obstruction of the lymphatic vessels due to surgery insults, radiotherapy, or chemotherapy. Due to the multifactorial nature of this condition, the pathogenesis of secondary lymphedema remains unclear and the search for molecular factors associated with the condition is ongoing. This study aimed to identify serum microRNAs and adipokines associated with BCRL. Blood was collected from 113 breast cancer survivors and processed to obtain serum for small RNA-sequencing (BCRL vs. non-BCRL, n = 7 per group). MicroRNAs that were differentially expressed (fold change >1.5, p < 0.05) between lymphedema cases and those without lymphedema were further quantified in a validation cohort through quantitative reverse transcription PCR (BCRL n = 16, non-BCRL, n = 83). Leptin and adiponectin levels were measured in a combined cohort (BCRL n = 23, non-BCRL n = 90) using enzyme-linked immunosorbent assays. Two of the most significantly upregulated microRNAs, miR-199a-3p and miR-151a-3p, were strongly correlated with the onset of lymphedema and diabetes mellitus in the BCRL group. Leptin levels were higher in the BCRL cohort compared to the non-BCRL cohort (p < 0.05). A metabolic syndrome biomarker, the adiponectin/leptin ratio, was found to be lower in the BCRL group than in the non-BCRL group (median: 0.28 vs. 0.41, p < 0.05). Extensive studies on the mechanisms of the identified microRNAs and association of leptin with arm lymphedema may provide new insights on the potential biomarkers for lymphedema that should be followed up in a prospective cohort study.

Comparison of machine learning models for predicting the risk of breast cancer-related lymphedema in Chinese women

Objective

Predictive models for the occurrence of cancer symptoms by using machine learning (ML) algorithms could be used to aid clinical decision-making in order to enhance the quality of cancer care. This study aimed to develop and validate a selection of classification models that used ML algorithms to predict the occurrence of breast cancer-related lymphedema (BCRL) among Chinese women.

Methods

This was a retrospective cohort study of consecutive cases that had been diagnosed with breast cancer, stages I-IV. Forty-eight variables were grouped into five feature sets. Five classification models with ML algorithms were developed, and the models' performance and the variables’ relative importance were assessed accordingly.

Results

Of 370 eligible female participants, 91 had BCRL (24.6%). The mean age of this study sample was 49.89 (SD ​= ​7.45). All participants had had breast cancer surgery, and more than half of them had had a modified radical mastectomy (n ​= ​206, 55.5%). The mean follow-up time after breast cancer surgery was 28.73 months (SD ​= ​11.71). Most of the tumors were either stage I (n ​= ​49, 31.2%) or stage II (n ​= ​252, 68.1%). More than half of the sample had had postoperative chemotherapy (n ​= ​227, 61.4%). Overall, the logistic regression model achieved the best performance in terms of accuracy (91.6%), precision (82.1%), and recall (91.4%) for BCRL. Although this study included 48 predicting variables, we found that the five models required only 22 variables to achieve predictive performance. The most important variable was the number of positive lymph nodes, followed in descending order by the BCRL occurring on the same side as the surgery, a history of sentinel lymph node biopsy, a dietary preference for meat and fried food, and an exercise frequency of less than three times per week. These factors were the most influential predictors for enhancing the ML models’ performance.

Conclusions

This study found that in the ML training dataset, the multilayer perceptron model and the logistic regression model were the best discrimination models for predicting the outcome of BCRL, and the k-nearest neighbors and support vector machine models demonstrated good calibration performance in the ML validation dataset. Future research will need to use large-sample datasets to establish a more robust ML model for predicting BCRL deeply and reliably.

Diagnostic Criteria for Breast Cancer-Related Lymphedema of the Upper Extremity: The Need for Universal Agreement

With advances in breast cancer treatments and resultant increased survival rates, emphasis has been placed on post-treatment complications such as breast cancer-related lymphedema (BCRL), a chronic, negative sequela of breast cancer treatment. Accurate BCRL diagnosis necessitates longitudinal screening beginning at preoperative baseline. Prospective screening programs incorporating symptoms, objective measurements and clinical examination allow for early detection, early intervention, and improved BCRL prognosis. Currently, varied diagnostic criteria for BCRL exist, and this lack of consensus leads to variation in diagnostic and screening practices across institutions. This review outlines current diagnostic tools, including subjective and objective measurement methods and clinical examination. The merits of different criteria are evaluated and recommendations are made regarding measurement tools and diagnostic criteria for BCRL. Ultimately, the BCRL diagnostic process should be universalized and combine objective measurements, clinical evaluation, and symptoms assessment, and adhere to the best practices of the measurement tools used.

Sensory signs and symptoms in women with self-reported breast cancer-related lymphedema: a case-control study close up

PURPOSE

It is not clear to what extent signs and symptoms other than arm swelling, including pain, altered sensory function, and body perception disturbances, differ between women with measurable and non-measurable breast cancer-related lymphedema (BCRL). A case-control study was performed to compare these signs and symptoms between (1) women with self-reported BCRL with objectively measurable swelling; (2) women with self-reported BCRL without objective confirmation; and (3) a control group with no self-reported BCRL.

METHODS

The three groups were compared for (1) the severity of self-reported signs and symptoms of BCRL, (2) problems in functioning related to BCRL, (3) pain-related outcomes, (4) sensory functions, and (5) body perception.

RESULTS

All self-reported outcomes related to signs and symptoms of BCRL and problems in functioning were significantly different between the control group and the other two groups with and without measurable self-reported BCRL (p < 0.001-0.003). Except for "skin texture" (p = 0.01), no differences were found between groups. For pain-related outcomes, sensory function, and body perception, significant differences were found for the mechanical detection threshold (p < 0.01) and self-reported disturbances in body perception (p < 0.001) between the self-reported BCRL groups and control group.

CONCLUSIONS

Diverse signs and symptoms related to BCRL, sensory function, and perception were different among women with self-reported BCRL compared to controls. No differences between women with and without measurable self-reported BCRL were found.

IMPLICATIONS FOR CANCER SURVIVORS

The presence of self-reported BCRL, with or without measurable swelling, is a first indication for the need of further diagnostic evaluation.

Subclinical Lymphedema After Treatment for Breast Cancer: Risk of Progression and Considerations for Early Intervention

BACKGROUND

Breast cancer-related lymphedema (BCRL) is a devastating complication of breast cancer (BC) treatment. The authors hypothesized that identifying subclinical lymphedema (SCL) presents an opportunity to prevent BCRL development. They aimed to assess rates of SCL progression (relative volume change [RVC], 5-10%) to BCRL (RVC, ≥10%) in women undergoing axillary surgery for BC via axillary lymph node dissection (ALND) or sentinel lymph node biopsy (SLNB).

METHODS

Patients treated for BC were prospectively screened at preoperative baseline and throughout the follow-up period using the perometer. The cohort was stratified according to nodal surgery (ALND or SLNB) to analyze rates of progression to BCRL.

RESULTS

The study cohort included 1790 patients. Of the 1359 patients who underwent SLNB, 331 (24.4%) experienced SCL, with 38 (11.5%) of these patients progressing to BCRL. Of the 431 patients who underwent ALND, 171 (39.7%) experienced SCL, with 67 (39.2%) of these patients progressing to BCRL. Relative to the patients without SCL, those more likely to experience BCRL were the ALND patients with early SCL (< 3 months postoperatively; hazard ratio [HR], 2.60; 95% confidence interval [CI], 1.58-4.27; p = 0.0002) or late SCL (≥3 months postoperatively; HR, 3.14; 95% CI, 1.95-5.05; p < 0.0001) and the SLNB patients with early SCL (HR, 6.75; 95% CI, 3.8-11.98; p < 0.0001 or late SCL (HR, 3.02; 95% CI, 1.65-5.50; p = 0.0003).

CONCLUSION

The study suggests that patients with SCL after axillary nodal surgery for BC are more likely to progress to BCRL than those who do not experience SCL. This presents a tremendous opportunity for early intervention to prevent BCRL and improve the quality of life for women treated for BC.

Self-reported signs and symptoms of secondary upper limb lymphoedema related to breast cancer treatment: Systematic review

INTRODUCTION

Breast cancer survivors with secondary upper limb lymphoedema (ULL) may report a wide range of self-reported symptoms. At the moment, no overview of ULL-specific symptoms is available. The first aim, therefore, was to compare the prevalence rates of self-reported signs and symptoms in people with and without secondary ULL due to breast cancer treatment. The second aim was to determine whether symptoms of lymphoedema could be predictive for the development of ULL. The third aim was to describe the association between the presence/severity of symptoms and the presence/severity of ULL.

METHODS

A systematic search was conducted in Medline, Scopus, CINAHL and EMBASE databases, with key words related to breast cancer, symptoms and ULL.

RESULTS

Twenty-nine articles were eligible. The most frequently reported signs and symptoms were swelling (80.9%) and heaviness (66.7%) in the ULL group and tenderness (37%) and numbness (27%) in the non-ULL group. Perceived larger arm size, as well as feelings of arm tightness, stiffness, puffiness, pain, sensory disturbances and functional changes were predictive for the development of ULL. Moderate correlations were found between the presence of swelling, firmness in the past year and tightness now and severity of ULL. There was also moderate correlation between the presence of swelling and heaviness now and the presence of ULL.

CONCLUSIONS

Swelling and heaviness are the most commonly reported symptoms in patients with ULL. The presences of these two symptoms are moderately correlated with the presence and/or severity of ULL. Although limited information regarding the predictive self-reported symptoms for the development of ULL was found. Further research with standardised definitions of ULL and validated questionnaires for self-reported signs and symptoms are needed to confirm which signs and symptoms are related to ULL and which to other upper limb morbidities.