Associations of baseline patient-reported outcomes with treatment outcomes in advanced gastrointestinal cancer

The Value of Patient-Reported Outcomes to Predict Symptom Burden and Health-Related Quality of Life After Chemoradiation for Cervical Cancer: A Prospective Study

PURPOSE

Patients with cervical cancer undergoing chemoradiation have high symptom burden. We performed an analysis of prospectively collected data on patient-reported outcomes to determine characteristics predictive of poor treatment experience.

METHODS AND MATERIALS

Between 2021 and 2023, we prospectively collected data on patient-reported outcomes from patients with cervical cancer undergoing definitive chemoradiation. The European Organization for Research and Treatment of Cancer (EORTC)-Quality of Life Question-Core 30 and the EORTC-Quality of Life Question-Cervical Cancer module were completed at baseline (BL) and at the end of treatment (EOT). Poor treatment experience was defined as EOT poor health-related quality of life (HRQOL), low physical function, or significant overall symptom burden. Predictive factors analyzed included demographic, clinical, and disease-specific factors and BL financial toxicity, depression, social function, and emotional function. Receiver operating characteristic analysis provided appropriate predictive cutoff values. Univariable and multivariable (MVA) linear regression analyses were performed.

RESULTS

Forty-nine patients completed BL and EOT questionnaires. Median age was 43 years (range, 18-85 years). Most patients (59%) had stage III disease. BL financial toxicity ≥66.7, depression ≥66.7, social function ≤50, and emotional function ≤58 on the EORTC linear transformed scale of 0 to 100 were significant predictors for poor treatment experience (p ≤ .04) based on receiver operating characteristic analysis. On MVA, poor BL social function was associated with reduced EOT HRQOL (β, -9.3; 95% CI, -16.1 to -2.6; p < .008), decreased physical function (β, -24.4; 95% CI, -36.3 to -12.6; p < .001), and high symptom burden (β, 26.9; 95% CI, 17.5-36.3; p < .001). Earlier disease stage predicted decreased symptom burden (β, -6.7; 95% CI, -13.1 to -0.3; p = .039). BL financial toxicity was a significant predictor in univariable analysis (p = .001-.044) and showed a significant interaction term on MVA (p = .024-.041) for all 3 domains of poor treatment experience. Demographic and treatment-related factors were not predictive.

CONCLUSIONS

Patients with cervical cancer with poor BL social function or high financial toxicity were at risk for increased symptom burden and poor HRQOL. Screening for these factors provides an opportunity for early intervention to improve treatment experience.

Patient-Reported Outcomes to Achieve Person-Centered Care for Aging People With Kidney Disease

Person-centered care is a system of care delivery that supports effective patient-clinician communication and empowers patients to partner with their clinical providers to develop goal-concordant treatment plans. Models of person-centered care often involve the implementation of patient-reported outcomes (PROs) to measure patients' symptoms and quality of life as they navigate complex chronic health conditions. Models of person-centered care have been particularly effective in improving the quality of care delivery for older adults as well as younger adults with aging-associated conditions such as physical function decline. Though PROs have been developed and validated in kidney disease, they are not routinely implemented in clinical practice. Most individuals with kidney disease are 65 and older, but many younger individuals with kidney disease also experience aging-associated conditions earlier than in the general population. Thus, PROs represent an important tool for achieving person-centered care in groups with kidney disease who are the most vulnerable to adverse health outcomes and excess health care utilization. In this article, we aim to move toward more routine implementation of PROs in kidney care for aging adults. To identify the most clinically relevant PROs for this group and understand the ideal mode and context in which to implement PROs, we will (1) provide an evidence-based summary of PROs with the greatest prognostic significance in the general population and in kidney disease, including those specific to older adults; (2) describe barriers to the implementation of PROs in kidney care with a special focus on the needs of older adults and younger adults with aging-associated conditions; and (3) conclude with our evidence-based recommendations for the content, time, and context in which PROs should be implemented to achieve person-centered kidney care for aging adults.

Associations between health-related quality of life and subsequent need for specialized palliative care and hospital utilization in patients with gastrointestinal cancer-a prospective single-center cohort study

BACKGROUND

We lack knowledge of which factors are associated with the risk of developing complex palliative care needs. The aim of this study was to investigate the associations between patient-reported health-related quality of life and subsequent referral to specialized palliative care (SPC) and hospital utilization.

METHODS

This was a prospective single-center cohort study. Data on patient-reported outcomes were collected through the European Organization of Research and Treatment of Cancer Questionnaire-Core-15-Palliative Care (EORTC QLQ-C15-PAL) at the time of diagnosis. Covariates and hospital utilization outcomes were collected from medical records. Adjusted logistic and Poisson regression were applied in the analyses. Participants were newly diagnosed with incurable gastrointestinal cancer and affiliated with a palliative care case management intervention established in a gastroenterology department.

RESULTS

Out of 397 patients with incurable gastrointestinal cancer, 170 were included in the study. Patients newly diagnosed with incurable gastrointestinal cancer experienced a substantial burden of symptoms. Pain was significantly associated with subsequent referral to SPC (OR 1.015; 95% CI 1.001-1.029). Patients with lower education levels (OR 0.210; 95% CI 0.056-0.778) and a Charlson Comorbidity Index score of 2 or more (OR 0.173; 95% CI 0.041-0.733) were less likely to be referred to SPC. Pain (IRR 1.011; 95% CI 1.005-1.018), constipation (IRR 1.009; 95% CI 1.004-1.015), and impaired overall quality of life (IRR 0.991; 95% CI 0.983-0.999) were significantly associated with increased risk of hospital admissions.

CONCLUSION

The study indicates a need for interventions in hospital departments to identify and manage the substantial symptom burden experienced by patients, provide palliative care, and ensure timely referral to SPC.

Surgery Improves Patient-Reported Outcomes in Patients with Intestinal and Pancreatic NETs: A Prospective Analysis

BACKGROUND

Incorporation of patient-reported outcomes such as health-related quality of life has become increasingly important in the management of chronic diseases such as cancer. In this prospective study, we examined the effect of surgical resection on quality of life in patients with intestinal and pancreatic neuroendocrine tumors (NETs).

METHODS

Thirty-two patients underwent NET resection at our institution from January 2020 to January 2022. All patients completed the 12-item short-form quality-of-life survey prior to surgery, as well as at the 3-, 6-, and 12-month postoperative time points. The presence and severity of specific carcinoid syndrome symptoms (diarrhea, flushing, and abdominal pain) were also recorded during pre- and postoperative appointments.

RESULTS

Patients experienced significant increases in both mental and physical health after surgery. Mental health scores significantly increased at all three time points (baseline: 51.33; 3-month: 53.17, p = 0.02; 6-month: 57.20, p < 0.001; 12-month: 57.34, p = 0.002), and physical health scores increased at 6 and 12 months (baseline: 50.39; 6-month: 53.16, p = 0.04; 12-month: 55.02, p = 0.003). Younger patients benefited more in terms of physical health, while older patients had more significant increases in mental health. Patients with metastatic disease, larger primary tumors, and those receiving medical therapy had lower baseline quality-of-life scores and greater improvements after surgery. The vast majority of patients in this study also experienced alleviation of carcinoid syndrome symptoms.

CONCLUSIONS

In addition to prolonging survival, resection of intestinal and pancreatic NETs leads to significantly improved patient-reported quality of life.

Pretreatment endocrine symptoms and recurrence-free survival among young premenopausal patients with breast cancer: a prospective cohort study

Background

Pretreatment endocrine symptoms in premenopausal patients might be considered as a potential marker of poor prognosis. We conducted a cohort study to evaluate the association between endocrine symptoms prior to treatment and recurrence-free survival (RFS) among premenopausal patients with breast cancer aged ⩽40 years.

Methods

Data were obtained from a prospective cohort study (NCT03131089) conducted at the Samsung Medical Center from 2013 to 2021. We included patients aged ⩽40 years who had been diagnosed with breast cancer. The primary outcome measure was RFS. Endocrine symptoms were measured using the Functional Assessment of Cancer Therapy - Endocrine Symptoms (FACT-ES). We also calculated the hazard ratio (HR) for recurrence or all-cause mortality by comparing the tertiles of the FACT-ES score at diagnosis.

Results

Among the 977 participants, the mean (standard deviation) age was 35.3 (3.9) years. At diagnosis, 17.2% of the patients had at least one severe endocrine symptom. During 3512 person-years of follow-up, the high symptom group had a worse RFS than the low-symptom group [HR = 2.05; 95% confidence interval (CI) = 1.19-3.54]. In particular, hot flashes (HR = 5.59; 95% CI = 1.96-15.93) and breast sensitivity (HR = 1.82; 95% CI = 1.00-3.32) were associated with reduced RFS.

Conclusion

Close monitoring of pretreatment endocrine symptoms may be important in patients diagnosed with breast cancer at a young age.

Symptom Burden and Survival in Patients Receiving Outpatient and Home-Based Palliative Care

Background: Symptom burden assessment with the Edmonton Symptom Assessment System (ESAS) has been widely studied among patients in outpatient palliative care (OPC), but fewer reports in home-based palliative care (HBPC), and none has assessed the prognostic value of ESAS scores in HBPC. Methods: This retrospective cohort study compares symptom burden and its prognostic value in adult patients receiving OPC and HBPC services between January 1, 2019, and June 30, 2021. Results: Patients completed the ESAS at the first OPC consultation (n = 4086) and at admission to HBPC (n = 4087). OPC patients were younger, more likely to have cancer, less likely to have had a recent hospitalization, and had higher adjusted median ESAS scores (28.1 vs. 22.9) compared with HBPC patients (all p < 0.001). ESAS was prognostic of survival in both settings (Hazard ratio 1.18-1.64, p < 0.01). Conclusion: Symptom burden is an independent prognosticator of survival in HBPC and OPC in this community-based setting.

Development of Machine Learning Algorithms Incorporating Electronic Health Record Data, Patient-Reported Outcomes, or Both to Predict Mortality for Outpatients With Cancer

PURPOSE

Machine learning (ML) algorithms that incorporate routinely collected patient-reported outcomes (PROs) alongside electronic health record (EHR) variables may improve prediction of short-term mortality and facilitate earlier supportive and palliative care for patients with cancer.

METHODS

We trained and validated two-phase ML algorithms that incorporated standard PRO assessments alongside approximately 200 routinely collected EHR variables, among patients with medical oncology encounters at a tertiary academic oncology and a community oncology practice.

RESULTS

Among 12,350 patients, 5,870 (47.5%) completed PRO assessments. Compared with EHR- and PRO-only algorithms, the EHR + PRO model improved predictive performance in both tertiary oncology (EHR + PRO v EHR v PRO: area under the curve [AUC] 0.86 [0.85-0.87] v 0.82 [0.81-0.83] v 0.74 [0.74-0.74]) and community oncology (area under the curve 0.89 [0.88-0.90] v 0.86 [0.85-0.88] v 0.77 [0.76-0.79]) practices.

CONCLUSION

Routinely collected PROs contain added prognostic information not captured by an EHR-based ML mortality risk algorithm. Augmenting an EHR-based algorithm with PROs resulted in a more accurate and clinically relevant model, which can facilitate earlier and targeted supportive care for patients with cancer.

The Use of Natural Language Processing to Assess Social Support in Patients With Advanced Cancer

BACKGROUND

Data examining associations among social support, survival, and healthcare utilization are lacking in patients with advanced cancer.

METHODS

We conducted a cross-sectional secondary analysis using data from a prospective longitudinal cohort study of 966 hospitalized patients with advanced cancer at Massachusetts General Hospital from 2014 through 2017. We used NLP to identify extent of patients' social support (limited versus adequate as defined by NLP-aided review of the Electronic Health Record (EHR)). Two independent coders achieved a Kappa of 0.90 (95% CI: 0.84-1.00) using NLP. Using multivariable regression models, we examined associations of social support with: 1) OS; 2) death or readmission within 90 days of hospital discharge; 3) time to readmission within 90 days; and 4) hospital length of stay (LOS).

RESULTS

Patients' median age was 65 (range: 21-92) years, and a plurality had gastrointestinal (GI) cancer (34.3%) followed by lung cancer (19.5%). 6.2% (60/966) of patients had limited social support. In multivariable analyses, limited social support was not significantly associated with OS (HR = 1.13, P = 0.390), death or readmission (OR = 1.18, P = 0.578), time to readmission (HR = 0.92, P = 0.698), or LOS (β = -0.22, P = 0.726). We identified a potential interaction suggesting cancer type (GI cancer versus other) may be an effect modifier of the relationship between social support and OS (interaction term P = 0.053). In separate unadjusted analyses, limited social support was associated with lower OS (HR = 2.10, P = 0.008) in patients with GI cancer but not other cancer types (HR = 1.00, P = 0.991).

CONCLUSION

We used NLP to assess the extent of social support in patients with advanced cancer. We did not identify significant associations of social support with OS or healthcare utilization but found cancer type may be an effect modifier of the relationship between social support and OS. These findings underscore the potential utility of NLP for evaluating social support in patients with advanced cancer.

Palliative and Supportive Care for Individuals with Pancreatic Adenocarcinoma

Individuals with pancreatic adenocarcinoma experience a complex constellation of palliative and supportive care needs. Notably, when caring for patients with pancreatic adenocarcinoma, clinicians must carefully assess and address these individuals' palliative and supportive care needs, as these can have important implications related to their treatment experience and care outcomes. Importantly, prior research has consistently demonstrated the benefits of palliative and supportive care interventions for patients with cancer to help address symptom burden, illness understanding, coping mechanisms, and informed decision making. However, much of this research did not specifically tailor the interventions to the unique concerns of a pancreatic cancer population. Thus, an urgent need exists to design and conduct rigorous research with the goal of enhancing care delivery and outcomes for the highly symptomatic population of individuals with pancreatic adenocarcinoma.

Leveraging patient-reported outcomes (PROs) in patients with pancreatic cancer: The Pancreatic Cancer Action Network (PanCAN) online patient registry experience

Background

The Pancreatic Cancer Action Network (PanCAN) Patient Registry is an online, pancreatic cancer‐specific, global registry enabling patients to self‐report sociodemographics, disease/management characteristics, and patient‐reported outcomes (PROs). We sought to describe the creation, user experience, and research potential of the PanCAN Registry.

Methods

We obtained data to describe (1) the creation of the Registry (questionnaire development, marketing efforts, and regulatory considerations); (2) the user experience (user characteristics and interactions with the registry following inception); and (3) the research potential of the registry (comparing PROs and treatment patterns by age [±65 years] and treatment site [community or academic] for users with de novo metastatic disease).

Results

The Registry was conceived as part of PanCAN’s strategic plan for a personalized therapy initiative. PanCAN staff and disease expert consultants developed questionnaires hosted on an electronic PRO platform. Users had the option to include their data in research efforts, and the Registry platform received institutional review board approval. From 7/2015 to 12/2020, 2187 patients visited the registry and 1697 (77.6%) completed at least one survey (median age = 64 years [range: 24–90], 47.9% women, 88.7% White, 34.0% metastatic disease). Among patients with metastatic disease (N = 567), 46.0% were ≥65 years old and 67.5% received treatment at community sites. Patients ≥65 years reported feeling less hopeful about the treatment plan (12.4% vs. 24.3%, p = 0.003), and patients treated at community sites reported more frequent treatment breaks of >2 weeks (58.2% vs. 28.1%, p < 0.001).

Conclusions

Our findings demonstrate the feasibility, usability, and research potential of an online PRO registry for patients with cancer. This description of the PanCAN Registry should inform future registry‐building efforts to facilitate standardized PRO reporting and provide a valuable research database.

Clinicaltrial registration number: Not applicable.