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1.
PLoS One ; 18(10): e0286279, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37792689

RESUMO

African American, American Indian and Alaska Native, Hispanic (or Latinx), Native Hawaiian, and other Pacific Islander groups are underrepresented in the biomedical workforce, which is one of the barriers to addressing cancer disparities among minority populations. The creation of a more inclusive biomedical workforce dedicated to reducing the burden of cancer health disparities requires structured, mentored research and cancer-related research exposure during the earlier stages of training. The Summer Cancer Research Institute (SCRI) is a multicomponent 8-week intensive summer program funded under the Partnership between a Minority Serving Institute and a National Institutes of Health-designated Comprehensive Cancer Center. In this survey study, we found that students who participated in the SCRI Program reported greater knowledge and interest in pursuing careers in cancer-related fields than their counterparts who did not participate in SCRI. Successes, challenges, and solutions in providing training in cancer and cancer health disparities research to improve diversity in the biomedical fields were also discussed.


Assuntos
Pesquisa Biomédica , Neoplasias , Humanos , Pesquisa Biomédica/educação , Grupos Minoritários/educação , Mentores , Havaí , Recursos Humanos , Neoplasias/terapia
2.
JAMA Netw Open ; 6(8): e2328712, 2023 08 01.
Artigo em Inglês | MEDLINE | ID: mdl-37578796

RESUMO

Importance: Delays in starting cancer treatment disproportionately affect vulnerable populations and can influence patients' experience and outcomes. Machine learning algorithms incorporating electronic health record (EHR) data and neighborhood-level social determinants of health (SDOH) measures may identify at-risk patients. Objective: To develop and validate a machine learning model for estimating the probability of a treatment delay using multilevel data sources. Design, Setting, and Participants: This cohort study evaluated 4 different machine learning approaches for estimating the likelihood of a treatment delay greater than 60 days (group least absolute shrinkage and selection operator [LASSO], bayesian additive regression tree, gradient boosting, and random forest). Criteria for selecting between approaches were discrimination, calibration, and interpretability/simplicity. The multilevel data set included clinical, demographic, and neighborhood-level census data derived from the EHR, cancer registry, and American Community Survey. Patients with invasive breast, lung, colorectal, bladder, or kidney cancer diagnosed from 2013 to 2019 and treated at a comprehensive cancer center were included. Data analysis was performed from January 2022 to June 2023. Exposures: Variables included demographics, cancer characteristics, comorbidities, laboratory values, imaging orders, and neighborhood variables. Main Outcomes and Measures: The outcome estimated by machine learning models was likelihood of a delay greater than 60 days between cancer diagnosis and treatment initiation. The primary metric used to evaluate model performance was area under the receiver operating characteristic curve (AUC-ROC). Results: A total of 6409 patients were included (mean [SD] age, 62.8 [12.5] years; 4321 [67.4%] female; 2576 [40.2%] with breast cancer, 1738 [27.1%] with lung cancer, and 1059 [16.5%] with kidney cancer). A total of 1621 (25.3%) experienced a delay greater than 60 days. The selected group LASSO model had an AUC-ROC of 0.713 (95% CI, 0.679-0.745). Lower likelihood of delay was seen with diagnosis at the treating institution; first malignant neoplasm; Asian or Pacific Islander or White race; private insurance; and lacking comorbidities. Greater likelihood of delay was seen at the extremes of neighborhood deprivation. Model performance (AUC-ROC) was lower in Black patients, patients with race and ethnicity other than non-Hispanic White, and those living in the most disadvantaged neighborhoods. Though the model selected neighborhood SDOH variables as contributing variables, performance was similar when fit with and without these variables. Conclusions and Relevance: In this cohort study, a machine learning model incorporating EHR and SDOH data was able to estimate the likelihood of delays in starting cancer therapy. Future work should focus on additional ways to incorporate SDOH data to improve model performance, particularly in vulnerable populations.


Assuntos
Carcinoma de Células Renais , Neoplasias Renais , Humanos , Pessoa de Meia-Idade , Estudos de Coortes , Medição de Risco/métodos , Teorema de Bayes
3.
medRxiv ; 2023 May 16.
Artigo em Inglês | MEDLINE | ID: mdl-37292673

RESUMO

African American, American Indian and Alaska Native, Hispanic (or Latinx), Native Hawaiian, and other Pacific Islander groups are underrepresented in the biomedical workforce, which is one of the barriers to addressing cancer disparities among minority populations. The creation of a more inclusive biomedical workforce dedicated to reducing the burden of cancer health disparities requires structured, mentored research and cancer-related research exposure during the earlier stages of training. The Summer Cancer Research Institute (SCRI), a multicomponent 8-week intensive summer program funded under the Partnership between a Minority Serving Institute and a National Institutes of Health-designated Comprehensive Cancer Center. This study assessed whether students who participated in the SCRI Program report greater knowledge and interest in pursuing careers in cancer-related fields than their counterparts who did not participate in SCRI. Successes, challenges, and solutions in providing training in cancer and cancer health disparities research to improve diversity in the biomedical fields were also discussed.

4.
J Natl Compr Canc Netw ; 20(2): 160-166, 2022 02.
Artigo em Inglês | MEDLINE | ID: mdl-35130494

RESUMO

BACKGROUND: Most safety and efficacy trials of the SARS-CoV-2 vaccines excluded patients with cancer, yet these patients are more likely than healthy individuals to contract SARS-CoV-2 and more likely to become seriously ill after infection. Our objective was to record short-term adverse reactions to the COVID-19 vaccine in patients with cancer, to compare the magnitude and duration of these reactions with those of patients without cancer, and to determine whether adverse reactions are related to active cancer therapy. PATIENTS AND METHODS: A prospective, single-institution observational study was performed at an NCI-designated Comprehensive Cancer Center. All study participants received 2 doses of the Pfizer BNT162b2 vaccine separated by approximately 3 weeks. A report of adverse reactions to dose 1 of the vaccine was completed upon return to the clinic for dose 2. Participants completed an identical survey either online or by telephone 2 weeks after the second vaccine dose. RESULTS: The cohort of 1,753 patients included 67.5% who had a history of cancer and 12.0% who were receiving active cancer treatment. Local pain at the injection site was the most frequently reported symptom for all respondents and did not distinguish patients with cancer from those without cancer after either dose 1 (39.3% vs 43.9%; P=.07) or dose 2 (42.5% vs 40.3%; P=.45). Among patients with cancer, those receiving active treatment were less likely to report pain at the injection site after dose 1 compared with those not receiving active treatment (30.0% vs 41.4%; P=.002). The onset and duration of adverse events was otherwise unrelated to active cancer treatment. CONCLUSIONS: When patients with cancer were compared with those without cancer, few differences in reported adverse events were noted. Active cancer treatment had little impact on adverse event profiles.


Assuntos
COVID-19 , Neoplasias , Vacina BNT162 , Vacinas contra COVID-19 , Humanos , Neoplasias/tratamento farmacológico , Estudos Prospectivos , RNA Mensageiro , SARS-CoV-2
5.
Behav Sci (Basel) ; 11(10)2021 Oct 18.
Artigo em Inglês | MEDLINE | ID: mdl-34677232

RESUMO

Healthcare employees often experience high stress and may benefit from accessible psychosocial interventions. In this pilot study, we explored preliminary feasibility, acceptability, and psychological effects of a telephone-based adaption of mindfulness-based stress reduction (MBSR) for healthcare employees. Eleven participants (M age = 49.9; 27.3% ethnic/racial minority) were enrolled in an eight-session group-based MBSR program adapted for telephone delivery. Feasibility was assessed using rates of program attrition and session completion; acceptability was explored qualitatively via participants' responses to an open-ended item about their program experience. Participants also completed pre-and post-program assessments on psychosocial outcomes (distress (overall distress, depression, anxiety, somatization), mindfulness, and self-compassion). We characterized mean change scores, 95% confidence intervals, and effect sizes to explore preliminary program effects. With regard to preliminary feasibility, one participant dropped out prior to the intervention; of the remaining 10 participants, 90% completed at least half (≥4) of the sessions; 70% completed at least three-quarters (≥6 sessions). Feedback reflected positive experiences and included suggestions for program delivery. Participants reported reductions in distress post-program (M difference range = -5.0 to -9.4), showing medium to large effect sizes (d range = 0.68 to 1.11). Mindfulness scores increased from pre- to post-intervention (M difference range = 1.0 to 10.4), with small-to-medium effects (d range = 0.18 to 0.55). Almost all aspects of self-compassion remained stable over time, with the exception of common humanity, which increased post-program (M difference = 2.9, CI 95% 0.5 to 5.4, d = 0.91). Preliminary findings from our small pilot trial suggest that telephone-based adaptations of MBSR may be a useful mode of delivery for healthcare employees; however, larger studies are needed to provide further evidence of feasibility, acceptability, and program effects.

6.
Inf Sci IT Educ Conf ; 2019: 99-108, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31413666

RESUMO

AIM/PURPOSE: This paper will describe the initial development of systems to evaluate research education activities of a U.S. academic Partnership to train minority students as cancer researchers and provide preliminary data from monitoring Partnership activities during the first six months. BACKGROUND: There is increased focus on multidisciplinary/transdisciplinary research training programs. However, few training programs have included detailed evaluations to assess their outcomes and effectiveness. METHODOLOGY: The Temple University/Fox Chase Cancer Center and Hunter College Regional Comprehensive Cancer Health Disparity Partnership (TUFCCC/HC Cancer Partnership, or the Partnership) is a recently-initiated center focused on training individuals from under-represented minorities (URMs) as cancer researchers. Evaluation of the training activities involves detailed specification of goals for each of the Partnership's Cores; objectives for addressing each goal; measures and indicators to determine progress towards each objective; and data sources to provide information for the measures/indicators. CONTRIBUTUION: This paper will provide important information for evaluation of training programs focused on students from URM populations and development of trans-disciplinary research education programs. FINDINGS: Goals, objectives, measures, and data sources for evaluation of the Partnership's Research Education Core (REC) were developed jointly by personnel from the REC and the Planning Evaluation Core (PEC) in an iterative process. These measures capture the training activities led by the REC (e.g., number of seminars and workshops), scientific output by trainees (e.g., papers and grants), and ability of the program to meet trainees' goals and expectations. RECOMMENDATIONS FOR PRACTITIONERS AND RESEARCHES: Evaluation plans for transdisciplinary training programs need to be developed prior to program initiation. Evaluation measures should be jointly specified by training and evaluation personnel, then reviewed and revised in an iterative process. IMPACT ON SOCIETY: This program is intended to enhance diversity among cancer researchers and increase studies to address disparities in cancer care. FUTURE RESEARCH: The PEC will oversee the evaluation of Partnership training activities over the five year period and assist Partnership leaders in ensuring successful outcomes.

7.
J Cancer Educ ; 30(4): 786-91, 2015 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25893922

RESUMO

Despite advances in treatment, head and neck cancer (HNC) patients often experience considerable functional impairment during and following treatment. As a result, family caregivers are essential in a patient's recovery; however, few caregivers are well-prepared to handle the extensive caregiving needs of this patient population. To date, little is known about HNC caregivers' informational needs in this role. Thus, we surveyed a sample of HNC caregivers about their informational needs including those related to interacting in the medical context as a caregiver and meeting patient needs. We also asked these caregivers their preferences for obtaining caregiving information. We conducted a cross-sectional study of 59 family caregivers for HNC patients who had completed radiation therapy at a comprehensive cancer center. The majority of caregivers (74.6%) reported having high informational need at diagnosis related to interacting as a caregiver. Although the need for such information decreased over time, over half still had a high need for information at treatment end. Importantly, caregivers who desired information about reducing patient pain and distress also reported having greater informational needs on issues related to interacting in the medical context. Further, the caregivers most often preferred to receive information from health-care professionals as a first source. However, preferring an informal (e.g., Internet) resource at first was significantly associated with needing information on how to talk to a doctor or nurse. The development of evidence-based resources and tools for HNC caregivers as well as clinicians may help caregivers more effectively manage patient symptoms and warrants further attention. Further, Internet resources may represent an effective resource for providing caregivers with strategies toward enhancing communication with healthcare professionals.


Assuntos
Cuidadores/educação , Cuidadores/psicologia , Comunicação , Neoplasias de Cabeça e Pescoço/prevenção & controle , Recursos em Saúde , Avaliação das Necessidades , Adaptação Psicológica , Estudos Transversais , Feminino , Seguimentos , Necessidades e Demandas de Serviços de Saúde , Humanos , Disseminação de Informação , Masculino , Pessoa de Meia-Idade , Estresse Psicológico
8.
Res Gerontol Nurs ; 7(3): 139-47, 2014.
Artigo em Inglês | MEDLINE | ID: mdl-24496113

RESUMO

This integrative review involved studies conducted in the United States that assessed hospitalizations of older adults receiving family care and the psychological health of their family caregivers. The primary objectives were to (a) summarize findings between caregiver psychological health and older care recipient hospitalizations, and (b) describe how caregiver psychological health has been measured with regard to older care recipient hospitalizations. Online databases were searched for articles assessing caregiver psychological health (e.g., burden, strain, depressive or anxious symptoms) and older care recipient hospitalizations in the United States. According to the findings, few studies in the United States have assessed hospitalization characteristics of older care recipients and the psychological health of their family caregivers. All analyses incorporated a measure of depression; however, the measurement of other psychological health constructs (e.g., anxious symptoms, perceived burden) was limited or absent. Findings note the potential importance of focusing on readmission rates in light of caregiver psychological health. Findings also note the benefit of caregiver emotional and instrumental support toward reducing hospitalizations among older adults receiving family care.


Assuntos
Atividades Cotidianas/psicologia , Cuidadores/psicologia , Cuidadores/estatística & dados numéricos , Família/psicologia , Serviços de Assistência Domiciliar/estatística & dados numéricos , Hospitalização/estatística & dados numéricos , Estresse Psicológico , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Apoio Social , Estados Unidos
9.
J Community Support Oncol ; 12(12): 439-445, 2014 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-25811036

RESUMO

BACKGROUND: The existing knowledge on the survivorship experiences of Chinese American breast cancer survivors (CABCS) has arisen largely from aggregated data across multiethnic or multicancer studies that have focused on quality of life. Little is known about Chinese American perspectives and preferences for survivorship care. OBJECTIVE: To examine the experiences of CABCS to better understand their information and communication needs and their preferences for survivorship care plans (SCPs). METHODS: 16 CABCS, aged 37-72 years, were recruited through community-based organizations in the Northeast United States to participate in one-on-one telephone interviews about their breast cancer survivorship experience. The semistructured interviews were conducted in Mandarin, Cantonese, or English. Two investigators transcribed and translated the audio recordings into English and analyzed the interview transcripts using established methods of qualitative content analysis. RESULTS: Three main themes were identified through analysis of interview transcripts: the need for evidence-based and culturally and linguistically appropriate health information; the role of language or communication barriers and culture in accessing care and communicating with providers; and preferences for SCP elements and format. LIMITATIONS: The sample may not be representative of the entire population of CABCS. CONCLUSIONS: The findings provide insight into the information and communication needs and SCP preferences of CABCS. Understanding the cultural nuances that underlie these needs and preferences is critical for improving CABCS's quality of life after treatment for cancer. SCPs that incorporate Chinese-language resources and address the unique cultural needs of this population should be developed and they should include information about diet and nutrition as well as traditional Chinese medicine.

10.
J Altern Complement Med ; 16(5): 531-8, 2010 May.
Artigo em Inglês | MEDLINE | ID: mdl-20455784

RESUMO

BACKGROUND: Mindfulness-based stress reduction (MBSR) programs have consistently been shown to enhance the psychosocial well-being of participants. Given the well-established association between psychosocial factors and immunologic functioning, it has been hypothesized that enhanced psychosocial well-being among MBSR participants would be associated with corresponding changes in markers of immune activity. OBJECTIVES: The objectives of this study were to examine changes in psychosocial and immunologic measures in a heterogeneous patient sample following participation in a MBSR program. DESIGN: A single-group, pretest/post-test design was utilized. SETTING: The intervention was conducted at an academic health center. SUBJECTS: This pilot study involved 24 participants (aged 28-72 years). Inclusion criteria were as follows: > or =18 years of age, English-speaking, and no known autoimmune disorder. INTERVENTION: The intervention was an 8-week MBSR program. OUTCOME MEASURES: Distress and quality of life (QOL) measures included the Brief Symptom Inventory-18 and the Medical Outcomes Survey Short-Form Health Survey, respectively. Immunologic measures included natural killer (NK) cell cytolytic activity and C-reactive protein (CRP). RESULTS: Patients completed psychosocial assessments and provided a blood sample at baseline (pre-MBSR) and within 2 weeks post-MBSR. Significant improvements in anxiety and overall distress as well as across multiple domains of QOL were observed from baseline to post-MBSR. Reductions in anxiety and overall distress were associated with reductions in CRP. Patients who reported improvement in overall mental well-being also showed increased NK cytolytic activity from pre- to post-MBSR, whereas patients who reported no improvement in mental well-being showed no change in NK cytolytic activity. CONCLUSIONS: Positive improvement in psychologic well-being following MBSR was associated with increased NK cytolytic activity and decreased levels of CRP.


Assuntos
Proteína C-Reativa/metabolismo , Células Matadoras Naturais/metabolismo , Meditação , Saúde Mental , Qualidade de Vida , Estresse Psicológico/imunologia , Adulto , Idoso , Ansiedade/prevenção & controle , Feminino , Inquéritos Epidemiológicos , Humanos , Masculino , Meditação/psicologia , Pessoa de Meia-Idade , Projetos Piloto , Psicofisiologia , Estresse Psicológico/terapia
11.
Nutr Cancer ; 60(5): 619-26, 2008.
Artigo em Inglês | MEDLINE | ID: mdl-18791925

RESUMO

Data regarding convenient, valid methods for measuring U.S. isoflavone intake are limited. We evaluated a soy food questionnaire (SFQ), the Willett food frequency questionnaire (FFQ), and overnight urine samples relative to excretion in 24-h urine samples. We also described intake among women in a high-risk program for breast or ovarian cancer. Between April 2002 and June 2003, 451 women aged 30 to 50 yr with a family history of breast or ovarian cancer completed the SFQ and FFQ. Of them, 27 provided four 24-h and overnight urine specimens. In these women, 24-h sample measures were correlated with SFQ estimates of daidzein (Spearman r = .48) and genistein (r = .54) intake, moderately correlated with the Willett FFQ (daidzein r = .38, genistein r = .33), and strongly correlated with overnight urine excretion (daidzein r = .84, genistein r = 0.93). Among all 451 SFQ respondents, mean (median) daidzein and genistein intakes were 2.8 (0.24) and 3.9 (0.30) mg/day. Primary sources of both were soymilk, soy nuts, and tofu. We conclude that targeted soy food questionnaires, comprehensive FFQs, and multiple overnight urines are all reasonable options for assessing isoflavone intake in epidemiologic studies.


Assuntos
Registros de Dieta , Genisteína/administração & dosagem , Genisteína/urina , Isoflavonas/administração & dosagem , Isoflavonas/urina , Inquéritos e Questionários/normas , Adulto , Biomarcadores/urina , Ritmo Circadiano , Feminino , Humanos , Pessoa de Meia-Idade , Philadelphia , Fitoestrógenos/administração & dosagem , Fitoestrógenos/urina , Reprodutibilidade dos Testes , Alimentos de Soja , Estados Unidos
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