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1.
BMC Med Inform Decis Mak ; 24(1): 63, 2024 Mar 05.
Artigo em Inglês | MEDLINE | ID: mdl-38443870

RESUMO

BACKGROUND: Adults with cancer experience symptoms that change across the disease trajectory. Due to the distress and cost associated with uncontrolled symptoms, improving symptom management is an important component of quality cancer care. Clinical decision support (CDS) is a promising strategy to integrate clinical practice guideline (CPG)-based symptom management recommendations at the point of care. METHODS: The objectives of this project were to develop and evaluate the usability of two symptom management algorithms (constipation and fatigue) across the trajectory of cancer care in patients with active disease treated in comprehensive or community cancer care settings to surveillance of cancer survivors in primary care practices. A modified ADAPTE process was used to develop algorithms based on national CPGs. Usability testing involved semi-structured interviews with clinicians from varied care settings, including comprehensive and community cancer centers, and primary care. The transcripts were analyzed with MAXQDA using Braun and Clarke's thematic analysis method. A cross tabs analysis was also performed to assess the prevalence of themes and subthemes by cancer care setting. RESULTS: A total of 17 clinicians (physicians, nurse practitioners, and physician assistants) were interviewed for usability testing. Three main themes emerged: (1) Algorithms as useful, (2) Symptom management differences, and (3) Different target end-users. The cross-tabs analysis demonstrated differences among care trajectories and settings that originated in the Symptom management differences theme. The sub-themes of "Differences between diseases" and "Differences between care trajectories" originated from participants working in a comprehensive cancer center, which tends to be disease-specific locations for patients on active treatment. Meanwhile, participants from primary care identified the sub-theme of "Differences in settings," indicating that symptom management strategies are care setting specific. CONCLUSIONS: While CDS can help promote evidence-based symptom management, systems providing care recommendations need to be specifically developed to fit patient characteristics and clinical context. Findings suggest that one set of algorithms will not be applicable throughout the entire cancer trajectory. Unique CDS for symptom management will be needed for patients who are cancer survivors being followed in primary care settings.


Assuntos
Sobreviventes de Câncer , Neoplasias , Profissionais de Enfermagem , Adulto , Humanos , Design Centrado no Usuário , Interface Usuário-Computador , Algoritmos , Neoplasias/diagnóstico , Neoplasias/terapia
2.
J Natl Cancer Inst ; 2024 Mar 05.
Artigo em Inglês | MEDLINE | ID: mdl-38445744

RESUMO

BACKGROUND: Optimal methods for deploying electronic patient-reported outcomes (ePROs) to manage symptoms in routine oncologic practice remain uncertain. The eSyM symptom management program asks chemotherapy and surgery patients to self-report 12 symptoms regularly. Feedback from nurses and patients led to changing the recall period from the past 7 days to the past 24 hours. METHODS: Using questionnaires submitted during the 16-weeks surrounding the recall period change, we assessed the likelihood of reporting a severe, or a moderate-severe, symptom across all 12 symptoms and separately for the 5 most prevalent symptoms. Interrupted time series analyses modeled the effects of the change using generalized linear mixed-effects models. Surgery and chemotherapy cohorts were analyzed separately. Study-wide effects were estimated using a meta-analysis method. RESULTS: In total, 1,692 patients from 6 institutions submitted 7,823 eSyM assessments during the 16-weeks surrounding the recall period change. Shortening the recall period was associated with lower odds of severe symptom reporting in the surgery cohort (OR 0.65; 95% CI 0.46 to 0.93; p = .02) and lower odds of moderate-severe symptom reporting in the chemotherapy cohort (OR 0.83, 95% CI 0.71 to 0.97; p = .02). Among the most prevalent symptoms, 24-hour recall was associated with lower rate of reporting post-operative constipation, but no differences in reporting rates for other symptoms. CONCLUSION: A shorter recall period was associated with a reduction in the proportion of patients reporting moderate-severe symptoms. The optimal recall period may vary depending on whether ePROs are collected for active symptom management, as a clinical trial endpoint, or another purpose. (Clinicaltrails.gov (NCT03850912).

3.
Psychooncology ; 33(2): e6308, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38366975

RESUMO

OBJECTIVE: Pain is common among people with advanced cancer. While opioids provide significant relief, incorporating psycho-behavioral treatments may improve pain outcomes. We examined patients' experiences with pain self-management and how their self-management of chronic, cancer-related pain may be complemented by behavioral mobile health (mHealth) interventions. METHODS: We conducted semi-structured qualitative interviews with patients with advanced cancer and pain. Each participant reviewed content from our behavioral mHealth application for cancer pain management and early images of its interface. Participants reflected on their experiences self-managing cancer pain and on app content. Interviews were transcribed verbatim and analyzed using a combination of inductive and deductive thematic analysis. RESULTS: Patients (n = 28; 54% female; mean age = 53) across two geographic regions reported using psychological strategies (e.g., reframing negative thoughts, distraction, pain acceptance, social support) to manage chronic cancer-related pain. Patients shared their perspectives on the integration of psycho-behavioral pain treatments into their existing medical care and their experiences with opioid hesitancy. Patient recommendations for how mHealth interventions could best support them coalesced around two topics: 1.) convenience in accessing integrated pharmacological and psycho-behavioral pain education and communication tools and 2.) relevance of the specific content to their clinical situation. CONCLUSIONS: Integrated pharmacological and psycho-behavioral pain treatments were important to participants. This underscores a need to coordinate complimentary approaches when developing cancer pain management interventions. Participant feedback suggests that an mHealth intervention that integrates pain treatments may have the capacity to increase advanced cancer patients' access to destigmatizing, accessible care while improving pain self-management.


Assuntos
Dor do Câncer , Neoplasias , Telemedicina , Humanos , Feminino , Pessoa de Meia-Idade , Masculino , Manejo da Dor/métodos , Dor do Câncer/terapia , Dor do Câncer/psicologia , Dor , Capacidades de Enfrentamento , Telemedicina/métodos , Neoplasias/complicações , Neoplasias/terapia , Neoplasias/psicologia
4.
Support Care Cancer ; 32(2): 123, 2024 Jan 22.
Artigo em Inglês | MEDLINE | ID: mdl-38252172

RESUMO

PURPOSE: We developed and piloted a mobile health app to deliver cognitive behavioral therapy for pain (pain-CBT), remote symptom monitoring, and pharmacologic support for patients with pain from advanced cancer. METHODS: Using an iterative process of patient review and feedback, we developed the STAMP + CBT app. The app delivers brief daily lessons from pain-CBT and pain psychoeducation, adapted for advanced cancer. Daily surveys assess physical symptoms, psychological symptoms, opioid utilization and relief. Just-in-time adaptive interventions generate tailored psychoeducation in response. We then conducted a single-arm pilot feasibility study at two cancer centers. Patients with advanced cancer and chronic pain used the app for 2 or 4 weeks, rated its acceptability and provided feedback in semi-structured interviews. Feasibility and acceptability were defined as ≥ 70% of participants completing ≥ 50% of daily surveys, and ≥ 80% of acceptability items rated ≥ 4/5. RESULTS: Fifteen participants (female = 9; mean age = 50.3) tested the app. We exceeded our feasibility and accessibility benchmarks: 73% of patients completed ≥ 50% of daily surveys; 87% of acceptability items were rated ≥ 4/5. Participants valued the app's brevity, clarity, and salience, and found education on stress and pain to be most helpful. The app helped participants learn pain management strategies and decrease maladaptive thoughts. However, participants disliked the notification structure (single prompt with one snooze), which led to missed content. CONCLUSION: The STAMP + CBT app was an acceptable and feasible method to deliver psychological/behavioral treatment with pharmacologic support for cancer pain. The app is being refined and will be tested in a larger randomized pilot study. TRN: NCT05403801 (05/06/2022).


Assuntos
Dor Crônica , Terapia Cognitivo-Comportamental , Aplicativos Móveis , Neoplasias , Humanos , Feminino , Pessoa de Meia-Idade , Analgésicos Opioides/uso terapêutico , Projetos Piloto , Neoplasias/complicações
5.
Gynecol Oncol ; 181: 68-75, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38141533

RESUMO

BACKGROUND: Patients with peritoneal carcinomatosis (PC) frequently undergo palliative procedures, yet these patients and their caregivers report being unprepared to manage ostomies, drains, and other complex care needs at home. The purpose of this study was to characterize the unique needs of these patients and their caregivers during care transitions. METHODS: Patients completed measures of health status and advance care planning, caregivers completed measures of preparedness and burden, and all participants completed measures of depression and anxiety. Participants detailed their experiences in individual, semi-structured interviews. We analyzed data using descriptive statistics and conventional content analysis. RESULTS: Sixty-one patients and 39 caregivers completed baseline measures. Twenty-four (39.3%) patients acknowledged their terminal illness and seven (11.5%) had discussed end-of-life care preferences with clinicians. Most (26/39, 66.7%) caregivers provided daily care. Among caregivers who managed symptoms, few were taught how to do so (6/20, 30%). Seven patients (11.5%) and seven caregivers (17.9%) met case criteria for anxiety, while 15 patients (24.6%) and two caregivers (5.1%) met case criteria for depression. Interview participants described a diagnosis of PC as a turning point for which there is no road map and identified the need for health systems change to minimize suffering. CONCLUSION: Patients with PC and their caregivers are highly burdened by symptoms and care needs. Patients' prognostic understanding and advance care planning are suboptimal. Interventions that train patients with PC and their caregivers to perform clinical care tasks, facilitate serious illness conversations, and provide psychosocial support are needed.


Assuntos
Cuidados Paliativos na Terminalidade da Vida , Neoplasias Peritoneais , Assistência Terminal , Humanos , Cuidadores/psicologia , Cuidados Paliativos/métodos , Neoplasias Peritoneais/terapia , Assistência Terminal/métodos
6.
Pain ; 164(8): 1820-1827, 2023 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-36893325

RESUMO

ABSTRACT: Pain is common and variable in its severity among hospitalized patients with cancer. Although biopsychosocial factors are well established as modulators of chronic pain, less is known about what patient-level factors are associated with worse pain outcomes among hospitalized cancer patients. This prospective cohort study included patients with active cancer presenting to the emergency department (ED) with pain severity of ≥4/10 and followed pain outcomes longitudinally throughout hospital admission. Baseline demographic, clinical, and psychological factors were assessed on ED presentation, and daily average clinical pain ratings and opioid consumption during hospitalization were abstracted. Univariable and multivariable generalized estimating equation analyses examined associations of candidate biopsychosocial, demographic, and clinical predictors with average daily pain and opioid administration. Among 113 hospitalized patients, 73% reported pain as the primary reason for presenting to the ED, 43% took outpatient opioids, and 27% had chronic pain that predated their cancer. Higher pain catastrophizing ( B = 0.1, P ≤ 0.001), more recent surgery ( B = -0.2, P ≤ 0.05), outpatient opioid use ( B = 1.4, P ≤ 0.001), and history of chronic pain before cancer diagnosis ( B = 0.8, P ≤ 0.05) were independently associated with greater average daily pain while admitted to the hospital. Higher pain catastrophizing ( B = 1.6, P ≤ 0.05), higher anxiety ( B = 3.7, P ≤ 0.05), lower depression ( B = -4.9, P ≤ 0.05), metastatic disease ( B = 16.2, P ≤ 0.05), and outpatient opioid use ( B = 32.8, P ≤ 0.001) were independently associated with higher daily opioid administration. Greater psychological distress, especially pain catastrophizing, as well as pain and opioid use history, predicted greater difficulty with pain management among hospitalized cancer patients, suggesting that early assessment of patient-level characteristics may help direct consultation for more intensive pharmacologic and nonpharmacologic interventions.


Assuntos
Dor Crônica , Neoplasias , Transtornos Relacionados ao Uso de Opioides , Humanos , Analgésicos Opioides/uso terapêutico , Dor Crônica/tratamento farmacológico , Estudos Prospectivos , Transtornos Relacionados ao Uso de Opioides/tratamento farmacológico , Neoplasias/complicações , Neoplasias/tratamento farmacológico
7.
J Cancer Educ ; 38(4): 1353-1362, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-36773178

RESUMO

This study aims to adapt a video-based, multimedia chemotherapy educational intervention to meet the needs of US Latinos with advanced gastrointestinal malignancies. A five-step hybrid adaptation process involved (1) creating a multidisciplinary team with diverse Latino subject experts, (2) appraising the parent intervention, (3) identifying key cultural considerations from a systematic literature review and semi-structured Latino patient/caregiver interviews, (4) revising the intervention, highlighting culturally relevant themes through video interviews with Latino cancer patients, and (5) target population review with responsive revisions. We developed a suite of videos, booklets, and websites available in English and Spanish, which convey the risks and benefits of common chemotherapy regimens. After revising the English materials, we translated them into Spanish using a multi-step process. The intervention centers upon conversations with 12 Latino patients about their treatment experiences; video clips highlight culturally relevant themes (personalismo, familismo, faith, communication gaps, prognostic information preferences) identified during the third adaptation step. The adapted intervention materials included a new section on coping, and one titled "how to feel the best you can feel," which reviews principles of side effect management, self-advocacy, proactive communication, and palliative care. Ten Latinos with advanced malignancies reviewed the intervention and found it to be easily understandable, relatable, and helpful. A five-step hybrid model was successful in adapting a chemotherapy educational intervention for Latinos. Incorporation of video interviews with Latino patients enabled the authentic representation of salient cultural themes. Use of authentic patient narratives can be useful for cross-cultural intervention adaptations.


Assuntos
Multimídia , Neoplasias , Educação de Pacientes como Assunto , Humanos , Hispânico ou Latino , Neoplasias/tratamento farmacológico , Tratamento Farmacológico
8.
JCO Precis Oncol ; 7: e2200342, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36634297

RESUMO

PURPOSE: With the growing number of available targeted therapeutics and molecular biomarkers, the optimal care of patients with cancer now depends on a comprehensive understanding of the rapidly evolving landscape of precision oncology, which can be challenging for oncologists to navigate alone. METHODS: We developed and implemented a precision oncology decision support system, GI TARGET, (Gastrointestinal Treatment Assistance Regarding Genomic Evaluation of Tumors) within the Gastrointestinal Cancer Center at the Dana-Farber Cancer Institute. With a multidisciplinary team, we systematically reviewed tumor molecular profiling for GI tumors and provided molecularly informed clinical recommendations, which included identifying appropriate clinical trials aided by the computational matching platform MatchMiner, suggesting targeted therapy options on or off the US Food and Drug Administration-approved label, and consideration of additional or orthogonal molecular testing. RESULTS: We reviewed genomic data and provided clinical recommendations for 506 patients with GI cancer who underwent tumor molecular profiling between January and June 2019 and determined follow-up using the electronic health record. Summary reports were provided to 19 medical oncologists for patients with colorectal (n = 198, 39%), pancreatic (n = 124, 24%), esophagogastric (n = 67, 13%), biliary (n = 40, 8%), and other GI cancers. We recommended ≥ 1 precision medicine clinical trial for 80% (406 of 506) of patients, leading to 24 enrollments. We recommended on-label and off-label targeted therapies for 6% (28 of 506) and 25% (125 of 506) of patients, respectively. Recommendations for additional or orthogonal testing were made for 42% (211 of 506) of patients. CONCLUSION: The integration of precision medicine in routine cancer care through a dedicated multidisciplinary molecular tumor board is scalable and sustainable, and implementation of precision oncology recommendations has clinical utility for patients with cancer.


Assuntos
Neoplasias Gastrointestinais , Medicina de Precisão , Humanos , Oncologia , Neoplasias Gastrointestinais/diagnóstico , Neoplasias Gastrointestinais/genética , Neoplasias Gastrointestinais/terapia , Genômica , Técnicas de Diagnóstico Molecular
9.
Nat Med ; 29(2): 458-466, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36702949

RESUMO

While BRAF inhibitor combinations with EGFR and/or MEK inhibitors have improved clinical efficacy in BRAFV600E colorectal cancer (CRC), response rates remain low and lack durability. Preclinical data suggest that BRAF/MAPK pathway inhibition may augment the tumor immune response. We performed a proof-of-concept single-arm phase 2 clinical trial of combined PD-1, BRAF and MEK inhibition with sparatlizumab (PDR001), dabrafenib and trametinib in 37 patients with BRAFV600E CRC. The primary end point was overall response rate, and the secondary end points were progression-free survival, disease control rate, duration of response and overall survival. The study met its primary end point with a confirmed response rate (24.3% in all patients; 25% in microsatellite stable patients) and durability that were favorable relative to historical controls of BRAF-targeted combinations alone. Single-cell RNA sequencing of 23 paired pretreatment and day 15 on-treatment tumor biopsies revealed greater induction of tumor cell-intrinsic immune programs and more complete MAPK inhibition in patients with better clinical outcome. Immune program induction in matched patient-derived organoids correlated with the degree of MAPK inhibition. These data suggest a potential tumor cell-intrinsic mechanism of cooperativity between MAPK inhibition and immune response, warranting further clinical evaluation of optimized targeted and immune combinations in CRC. ClinicalTrials.gov registration: NCT03668431.


Assuntos
Neoplasias Colorretais , Melanoma , Humanos , Proteínas Proto-Oncogênicas B-raf/genética , Receptor de Morte Celular Programada 1/genética , Melanoma/patologia , Quinases de Proteína Quinase Ativadas por Mitógeno/genética , Neoplasias Colorretais/genética , Mutação , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Piridonas/uso terapêutico , Pirimidinonas/uso terapêutico , Inibidores de Proteínas Quinases/farmacologia
10.
J Clin Oncol ; 41(14): 2511-2522, 2023 05 10.
Artigo em Inglês | MEDLINE | ID: mdl-36626695

RESUMO

PURPOSE: To characterize racial and ethnic disparities and trends in opioid access and urine drug screening (UDS) among patients dying of cancer, and to explore potential mechanisms. METHODS: Among 318,549 non-Hispanic White (White), Black, and Hispanic Medicare decedents older than 65 years with poor-prognosis cancers, we examined 2007-2019 trends in opioid prescription fills and potency (morphine milligram equivalents [MMEs] per day [MMEDs]) near the end of life (EOL), defined as 30 days before death or hospice enrollment. We estimated the effects of race and ethnicity on opioid access, controlling for demographic and clinical factors. Models were further adjusted for socioeconomic factors including dual-eligibility status, community-level deprivation, and rurality. We similarly explored disparities in UDS. RESULTS: Between 2007 and 2019, White, Black, and Hispanic decedents experienced steady declines in EOL opioid access and rapid expansion of UDS. Compared with White patients, Black and Hispanic patients were less likely to receive any opioid (Black, -4.3 percentage points, 95% CI, -4.8 to -3.6; Hispanic, -3.6 percentage points, 95% CI, -4.4 to -2.9) and long-acting opioids (Black, -3.1 percentage points, 95% CI, -3.6 to -2.8; Hispanic, -2.2 percentage points, 95% CI, -2.7 to -1.7). They also received lower daily doses (Black, -10.5 MMED, 95% CI, -12.8 to -8.2; Hispanic, -9.1 MMED, 95% CI, -12.1 to -6.1) and lower total doses (Black, -210 MMEs, 95% CI, -293 to -207; Hispanic, -179 MMEs, 95% CI, -217 to -142); Black patients were also more likely to undergo UDS (0.5 percentage points; 95% CI, 0.3 to 0.8). Disparities in EOL opioid access and UDS disproportionately affected Black men. Adjustment for socioeconomic factors did not attenuate the EOL opioid access disparities. CONCLUSION: There are substantial and persistent racial and ethnic inequities in opioid access among older patients dying of cancer, which are not mediated by socioeconomic variables.


Assuntos
Analgésicos Opioides , Neoplasias , Masculino , Humanos , Idoso , Estados Unidos/epidemiologia , Analgésicos Opioides/uso terapêutico , Avaliação Pré-Clínica de Medicamentos , Medicare , Detecção Precoce de Câncer , Neoplasias/tratamento farmacológico , Morte , Prognóstico , Brancos
11.
J Pain Symptom Manage ; 65(1): 16-25, 2023 01.
Artigo em Inglês | MEDLINE | ID: mdl-36198337

RESUMO

CONTEXT: Family caregivers of patients with advanced cancer are integrally involved in communications regarding prognosis and end-of-life (EOL) planning and care. Yet little research has examined caregivers' communication experiences or the impact of these experiences on patients and caregivers at EOL. OBJECTIVES: Investigate cancer caregivers' communication experiences and potential impact on patient and caregiver outcomes. METHODS: Semistructured interviews with bereaved family cancer caregivers (N=19) about their communication needs and experiences as their loved one approached EOL and died. Audiotaped interviews were transcribed and thematically analyzed for communication-related themes. RESULTS: Caregivers described fulfilling many important communication roles including information gathering and sharing, advocating, and facilitating-often coordinating communication with multiple partners (e.g., patient, family, oncology team, hospital team). Caregivers reported that, among the many topics they communicated about, prognosis and EOL were the most consequential and challenging. These challenges arose for several reasons including caregivers' and patients' discordant communication needs, limited opportunity for caregivers to satisfy their personal communication needs, uncertainty regarding their communication needs and responsibilities, and feeling unacknowledged by the care team. These challenges negatively impacted caregivers' abilities to satisfy their patient-related communication responsibilities, which shaped many outcomes including end-of-life decisions, care satisfaction, and bereavement. CONCLUSION: Caregivers often facilitate essential communication for patients with advanced cancers yet face challenges successfully fulfilling their own and patients' communication needs, particularly surrounding prognostic and end-of-life conversations. Future research and interventions should explore strategies to help caregivers navigate uncertainty, create space to ask sensitive questions, and facilitate patient-caregiver discussions about differing informational needs.


Assuntos
Luto , Neoplasias , Assistência Terminal , Humanos , Cuidadores , Prognóstico , Pesquisa Qualitativa , Neoplasias/terapia , Morte , Comunicação
12.
Pancreas ; 51(7): 763-768, 2022 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-36395401

RESUMO

OBJECTIVES: Neuroendocrine tumors (NETs) are characterized by their expression of vascular endothelial growth factor (VEGF). This trial investigated the activity of Ziv-aflibercept, a recombinant protein that binds to and inhibits the activity of VEGF, in patients with advanced NETs (NCT01782443). METHODS: A single-arm, phase II trial enrolling patients with advanced, progressive extrapancreatic NET. Patients were treated with Ziv-aflibercept 4 mg/kg intravenously on day 1 and 15 of a 28-day cycle; the starting dose was reduced to 2 mg/kg on days 1 and 15 of a 28-day cycle because of hypertension-related events. The primary end point was progression-free survival. RESULTS: The trial enrolled 19 patients (13 male:6 female). Patients received a median of 7 cycles (range, 1-18 cycles). The median progression free survival was 11.8 months (95% confidence interval, 3.2-16.1 months), and the median overall survival was 36.4 months (95% confidence interval, 16.1-not reached). Best responses by Response Evaluation Criteria in Solid Tumors 1.1 are as follows: 1 (5%) partial response, 13 (68%) stable disease, 2 (10%) with progressive disease, and 3 (15%) unevaluable. Hypertension occurred in 18 patients (95%), including grade 3-4 hypertension in 12 patients (63%). CONCLUSIONS: Although the progression free survival is similar to other VEGF inhibitors in NET, toxicity may preclude further investigation.


Assuntos
Hipertensão , Tumores Neuroendócrinos , Humanos , Masculino , Feminino , Tumores Neuroendócrinos/tratamento farmacológico , Tumores Neuroendócrinos/patologia , Fator A de Crescimento do Endotélio Vascular , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Hipertensão/induzido quimicamente
13.
Support Care Cancer ; 30(11): 9625-9633, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-36190556

RESUMO

PURPOSE: Black and Hispanic cancer patients experience many worse care quality and health outcomes than non-Hispanic White patients, yet less is known about disparities in caregiving responsibilities and burden among cancer caregivers. METHODS: We analyzed cross-sectional data from Cancer Care Outcomes Research and Surveillance consortium, a large multi-regional, population-based study of colorectal and lung cancer patients and their caregivers. Bivariate and multivariable regression models assessed differences by racial and ethnic groups in caregiving responsibilities and social/emotional, financial, and health burdens. Structural equation models estimated whether sociocultural resources (social support, caregiving preparedness, caregiver-patient communication) mediated racial and ethnic differences in caregiver burden. RESULTS: Compared with non-Hispanic White caregivers (N = 1,169), Black (N = 220) and Hispanic (N = 84) caregivers spent more time caregiving (18 vs. 26 vs. 26 h/week; P < 0.001), completed more tasks (6.8 vs. 7.6 vs. 8.7; P < 0.05), and reported greater financial burden (P = 0.02). Yet, compared to non-Hispanic Whites, Hispanic caregivers reported similar social/emotional and health burdens, while Black caregivers reported lower levels (P < 0.01). In adjusted models, disparities in financial burden disappeared, and Hispanic caregivers had less health burden than non-Hispanic White caregivers (P = 0.01). Social support and/or caregiving preparedness partially mediated the Black-White gap for all three types of burdens. CONCLUSIONS: Black and Hispanic cancer caregivers perform more caregiving and report greater financial burden than non-Hispanic White caregivers, but experience lower or equivalent social/emotional and health burdens. Racial differences in caregivers' social support and caregiving preparedness levels partially explain Black-White burden differences. Research and policy should address Black and Hispanic caregivers' increased financial burden.


Assuntos
Etnicidade , Neoplasias , Humanos , Sobrecarga do Cuidador , Estudos Transversais , Grupos Raciais , Cuidadores/psicologia , Neoplasias/terapia
14.
JCO Clin Cancer Inform ; 6: e2100136, 2022 06.
Artigo em Inglês | MEDLINE | ID: mdl-35714301

RESUMO

PURPOSE: Symptoms are vital outcomes for cancer clinical trials, observational research, and population-level surveillance. Patient-reported outcomes (PROs) are valuable for monitoring symptoms, yet there are many challenges to collecting PROs at scale. We sought to develop, test, and externally validate a deep learning model to extract symptoms from unstructured clinical notes in the electronic health record. METHODS: We randomly selected 1,225 outpatient progress notes from among patients treated at the Dana-Farber Cancer Institute between January 2016 and December 2019 and used 1,125 notes as our training/validation data set and 100 notes as our test data set. We evaluated the performance of 10 deep learning models for detecting 80 symptoms included in the National Cancer Institute's Patient-Reported Outcomes version of the Common Terminology Criteria for Adverse Events (PRO-CTCAE) framework. Model performance as compared with manual chart abstraction was assessed using standard metrics, and the highest performer was externally validated on a sample of 100 physician notes from a different clinical context. RESULTS: In our training and test data sets, 75 of the 80 candidate symptoms were identified. The ELECTRA-small model had the highest performance for symptom identification at the token level (ie, at the individual symptom level), with an F1 of 0.87 and a processing time of 3.95 seconds per note. For the 10 most common symptoms in the test data set, the F1 score ranged from 0.98 for anxious to 0.86 for fatigue. For external validation of the same symptoms, the note-level performance ranged from F1 = 0.97 for diarrhea and dizziness to F1 = 0.73 for swelling. CONCLUSION: Training a deep learning model to identify a wide range of electronic health record-documented symptoms relevant to cancer care is feasible. This approach could be used at the health system scale to complement to electronic PROs.


Assuntos
Aprendizado Profundo , Neoplasias , Registros Eletrônicos de Saúde , Fadiga , Humanos , Neoplasias/tratamento farmacológico , Neoplasias/terapia , Medidas de Resultados Relatados pelo Paciente
15.
J Palliat Med ; 25(9): 1367-1375, 2022 09.
Artigo em Inglês | MEDLINE | ID: mdl-35297744

RESUMO

Introduction: Peritoneal carcinomatosis (PC) afflicts women with advanced gynecologic cancers. Patients with PC often require ostomies, gastric tubes, or catheters to palliate symptoms, yet patients and caregivers report feeling unprepared to manage these devices. The purpose of this study was to develop and field test the Building Out Lifelines for Safety, Trust, Empowerment, and Renewal (BOLSTER) intervention to support patients and their caregivers after hospitalization for PC. Materials and Methods: We adapted components of the Standard Nursing Intervention Protocol with stakeholders and topical experts. We developed educational content; built a smartphone application to assess patients' symptoms; and assessed preliminary feasibility and acceptability in two single-arm prepilot studies. Eligible participants were English-speaking adults hospitalized for gynecologic cancer-associated PC and their caregivers. Feasibility criteria were a ≥50% consent-to-approach ratio and ≥80% outcome measure completion. The acceptability criterion was ≥70% of participants recommending BOLSTER. Results: During the first prepilot, BOLSTER was a 10-week intervention. While 7/8 (87.5%) approached patients consented, we experienced high attrition to hospice. Less than half of patients (3/7) and caregivers (3/7) completed outcome measures. For the second prepilot, BOLSTER was a four-week intervention. All (7/7) approached patients consented. Two withdrew before participating in any study activity because they were "too overwhelmed." We excluded data from one caregiver who completed baseline measures with the patient's assistance. All remaining patients (5/5) and caregivers (4/4) completed outcome measures and recommended BOLSTER. Conclusion: BOLSTER is a technology-enhanced, nurse-led intervention that is feasible and acceptable to patients with gynecologic cancer-associated PC and their caregivers.


Assuntos
Neoplasias dos Genitais Femininos , Neoplasias Peritoneais , Adulto , Cuidadores , Estudos de Viabilidade , Feminino , Hospitalização , Humanos , Papel do Profissional de Enfermagem
17.
J Clin Oncol ; 39(26): 2948-2958, 2021 09 10.
Artigo em Inglês | MEDLINE | ID: mdl-34292766

RESUMO

PURPOSE: Heightened regulations have decreased opioid prescribing across the United States, yet little is known about trends in opioid access among patients dying of cancer. METHODS: Among 270,632 Medicare fee-for-service decedents with poor prognosis cancers, we used part D data to examine trends from 2007 to 2017 in opioid prescription fills and opioid potency (morphine milligram equivalents per day [MMED]) near the end-of-life (EOL), defined as the 30 days before death or hospice enrollment. We used administrative claims to evaluate trends in pain-related emergency department (ED) visits near EOL. RESULTS: Between 2007 and 2017, the proportion of decedents with poor prognosis cancers receiving ≥ 1 opioid prescription near EOL declined 15.5% (relative percent difference [RPD]), from 42.0% (95% CI, 41.4 to 42.7) to 35.5% (95% CI, 34.9 to 36.0) and the proportion receiving ≥ 1 long-acting opioid prescription declined 36.5% (RPD), from 18.1% (95% CI, 17.6 to 18.6) to 11.5% (95% CI, 11.1 to 11.9). Among decedents receiving opioids near EOL, the mean daily dose fell 24.5%, from 85.6 MMED (95% CI, 82.9 to 88.3) to 64.6 (95% CI, 62.7 to 66.6) MMED. Overall, the total amount of opioids prescribed per decedent near EOL (averaged across those who did and did not receive an opioid) fell 38.0%, from 1,075 morphine milligram equivalents per decedent (95% CI, 1,042 to 1,109) to 666 morphine milligram equivalents per decedent (95% CI, 646 to 686). Simultaneously, the proportion of patients with pain-related ED visits increased 50.8% (RPD), from 13.2% (95% CI, 12.7 to 13.6) to 19.9% (95% CI, 19.4 to 20.4). Sensitivity analyses demonstrated similar declines in opioid utilization in the 60 and 90 days before death or hospice, and suggested that trends in opioid access were not confounded by secular trends in hospice utilization. CONCLUSION: Opioid use among patients dying of cancer has declined substantially from 2007 to 2017. Rising pain-related ED visits suggests that EOL cancer pain management may be worsening.


Assuntos
Analgésicos Opioides/uso terapêutico , Dor do Câncer/tratamento farmacológico , Acessibilidade aos Serviços de Saúde/tendências , Manejo da Dor/tendências , Padrões de Prática Médica/tendências , Assistência Terminal/tendências , Demandas Administrativas em Assistência à Saúde , Idoso , Idoso de 80 Anos ou mais , Analgésicos Opioides/efeitos adversos , Dor do Câncer/diagnóstico , Dor do Câncer/epidemiologia , Morte , Prescrições de Medicamentos , Uso de Medicamentos/tendências , Serviço Hospitalar de Emergência/tendências , Feminino , Humanos , Seguro de Serviços Farmacêuticos/tendências , Masculino , Medicare , Manejo da Dor/efeitos adversos , Prevalência , Fatores de Tempo , Estados Unidos/epidemiologia
18.
Cancer ; 127(17): 3254-3263, 2021 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-34061975

RESUMO

BACKGROUND: Despite the biopsychosocial underpinnings of chronic noncancer pain, relatively little is known about the contribution of psychosocial factors to chronic cancer pain. The authors aimed to characterize associations between biopsychosocial factors and pain and opioid use among individuals with chronic pain and cancer. METHODS: The authors conducted a retrospective, cross-sectional study of 700 patients with chronic pain and cancer seeking treatment at an academic tertiary pain clinic. Patients completed demographic questionnaires and validated psychosocial and pain measures. Multivariable, hierarchical linear and logistic regressions assessed the relative contributions of biopsychosocial factors to the primary dependent variables of pain severity, pain interference, and opioid use. RESULTS: Participants were 62% female and 66% White with a mean age of 59 ± 15 years, and 55% held a college degree or higher. Older age, African American or "other" race, sleep disturbance, and pain catastrophizing were significantly associated with higher pain severity (F(5,657) = 22.45; P ≤ .001; R2 = 0.22). Depression, sleep disturbance, pain catastrophizing, lower emotional support, and higher pain severity were significantly associated with pain interference (F(5,653) = 9.47; P ≤ .001; R2 = 0.44). Lastly, a poor cancer prognosis (Exp(B) = 1.62) and sleep disturbance (Exp(B) = 1.02) were associated with taking opioids, whereas identifying as Asian (Exp(B) = 0.48) or Hispanic (Exp(B) = 0.47) was associated with lower odds of using opioids. CONCLUSIONS: Modifiable psychological factors-specifically sleep disturbance, depression, and pain catastrophizing-were uniquely associated with pain and opioid use in patients with chronic pain and diverse cancer diagnoses. Future behavioral pain interventions that concurrently target sleep may improve pain among patients with cancer. LAY SUMMARY: Feeling depressed, worrying about pain, and bad sleep are related to higher pain symptoms in individuals with chronic pain and cancer. Specifically, those who struggle to sleep have worse pain and use more opioids. Also, individuals who have a bad prognosis for their cancer are more likely to be using opioid pain medications. Although race and cancer are related to chronic pain in patients, psychological well-being is also strongly related to this same pain.


Assuntos
Dor Crônica , Neoplasias , Adulto , Idoso , Analgésicos Opioides/efeitos adversos , Dor Crônica/tratamento farmacológico , Dor Crônica/etiologia , Estudos Transversais , Atenção à Saúde , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Neoplasias/complicações , Neoplasias/tratamento farmacológico , Medição da Dor , Estudos Retrospectivos
19.
Cancer ; 127(17): 3239-3245, 2021 09 01.
Artigo em Inglês | MEDLINE | ID: mdl-33905550

RESUMO

BACKGROUND: The US opioid epidemic has prompted dramatic changes in public attitudes and regulations governing opioid prescribing. Little is known about the experiences of patients with advanced cancer using opioids in the context of the epidemic. METHODS: Semistructured interviews of 26 patients with advanced cancer were conducted between May 2019 and April 2020; their experiences self-managing chronic pain with opioids were evaluated. RESULTS: Patients consistently described the negative impact of the opioid epidemic on their ability to self-manage pain. Negative media coverage and personal experiences with the epidemic promoted stigma, fear, and guilt surrounding opioid use. As a result, many patients delayed initiating opioids and often viewed their decision to take opioids as a moral failure-as "caving in." Patients frequently managed this internal conflict through opioid-restricting behaviors (eg, skipping or taking lower doses). Stigma also impeded patient-clinician communication; patients often avoided discussing opioids or purposely conveyed underusing them to avoid being labeled a "pill seeker." Patients experienced structural barriers to obtaining opioids such as prior authorizations, delays in refills, or being questioned by pharmacists about their opioid use. Barriers were stressful, amplified stigma, interfered with pain control, and reinforced ambivalence about opioids. CONCLUSIONS: The US opioid epidemic has stigmatized opioid use and undermined pain management in individuals with advanced cancer. Interventions seeking to alleviate cancer pain should attend to the multiple, negative influences of the opioid crisis on patients' ability to self-manage. LAY SUMMARY: Patients with advanced cancer suffer from significant pain and frequently receive opioids to manage their pain. Of the 26 patients with advanced cancer interviewed, the majority of patients experienced stigma about their opioid use for cancer pain management. All patients felt that the opioid epidemic fostered this stigma. Several struggled to use opioids for pain because of this stigma and the logistical complications they experienced with pharmacies and insurance coverage. Many were afraid to share their concerns about opioids with their providers. ​.


Assuntos
Dor do Câncer , Dor Crônica , Neoplasias , Autogestão , Analgésicos Opioides/efeitos adversos , Dor do Câncer/tratamento farmacológico , Dor do Câncer/epidemiologia , Humanos , Neoplasias/induzido quimicamente , Neoplasias/complicações , Neoplasias/epidemiologia , Epidemia de Opioides , Manejo da Dor , Padrões de Prática Médica
20.
Support Care Cancer ; 29(10): 5741-5751, 2021 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-33738594

RESUMO

PURPOSE: Patient education is critical for management of advanced cancer pain, yet the benefits of psychoeducational interventions have been modest. We used mobile health (mHealth) technology to better meet patients' needs. METHODS: Using the Agile and mHealth Development and Evaluation Frameworks, a multidisciplinary team of clinicians, researchers, patients, and design specialists followed a four-phase iterative process to develop comprehensive, tailored, multimedia cancer pain education for a patient-facing smartphone application. The target population reviewed the content and provided feedback. RESULTS: The resulting application provides comprehensive cancer pain education spanning pharmacologic and behavioral aspects of self-management. Custom graphics, animated videos, quizzes, and audio-recorded relaxations complemented written content. Computable algorithms based upon daily symptom surveys were used to deliver brief, tailored motivational messages that linked to more comprehensive teaching. Patients found the combination of pharmacologic and behavioral support to be engaging and helpful. CONCLUSION: Digital technology can be used to provide cancer pain education that is engaging and tailored to individual needs. A replicable interdisciplinary and patient-centered approach to intervention development was advantageous. mHealth interventions may be a scalable approach to improve cancer pain. Frameworks that merge software and research methodology can be useful in developing interventions.


Assuntos
Dor do Câncer , Aplicativos Móveis , Neoplasias , Autogestão , Telemedicina , Tecnologia Biomédica , Dor do Câncer/terapia , Humanos , Neoplasias/complicações , Neoplasias/terapia , Educação de Pacientes como Assunto , Projetos de Pesquisa
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