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1.
Adv Radiat Oncol ; 9(5): 101461, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38550362

RESUMO

Purpose: Sexual and gender minority (SGM) individuals have an increased risk of poor health outcomes, in part due to knowledge and training gaps in health care education. This study sought to evaluate the knowledge, attitudes, and practice behaviors of various health care role groups within radiation oncology toward SGM patients. Methods and Materials: A 38-item web-based survey was emailed to 1045 staff across 2 large radiation oncology departments. The survey assessed demographics, attitudes, knowledge, and practice behaviors. χ2 tests were performed to explore differences in survey responses by age, political affiliation, religious identity, year since graduation, and role groups. One-way analysis of variance tests were conducted to determine differences between respondents' confidence in knowledge and performance on the knowledge section of the survey. Thematic analysis was applied to the open discussion section. Results: Of the 223 respondents, 103 clinicians (physicians/advanced practice providers/nurses) and 120 nonclinicians (administrative staff, medical assistants, and other nonmedical staff) participated in the survey (21.3% response rate): 72.6% answered the knowledge questions; 93.5% stated they were comfortable treating sexual minorities, or lesbian, gay, bisexual, and queer + patients; 88% indicated comfort in treating transgender patients; 36.6% stated they were confident in their knowledge of the health needs of transgender patients; and 50.3% expressed confidence in treating lesbian, gay, bisexual, and queer + patients. Fewer nonclinicians than clinicians thought that gender identity, sexual orientation, and sex assigned at birth were important to provide the best care (P < .05). The open comments section identified key themes, including the belief that current educational tools are not helpful, desire for more educational formats (lectures, case-based learning, seminars), and an overall interest in SGM health education. Conclusions: Most staff feel comfortable in treating SGM patients but are less confident in the distinct needs of this population. Knowledge gaps persist for both clinicians and nonclinicians, indicating a need for further training specific to oncology care.

2.
Adv Radiat Oncol ; 9(5): 101467, 2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38550373

RESUMO

Purpose: Most medical students have limited exposure to radiation oncology (RO) before deciding which specialty to choose for residency. This may limit the number and diversity of RO applicants. The purpose of this study was to determine students' views on a combined pathway program of RO with internal medicine (IM), as well as other related medical specialties, as a potential means of overcoming barriers to interest in RO and the early decision point to solo training in a highly specialized field. Methods and Materials: In July to August 2022, all 299 United States student and postgraduate year 1 members of the American Society for Radiation Oncology were sent an electronic survey assessing their views on advantages and disadvantages of a combined IM/RO training pathway, and interest in several options of combined pathway programs. Results: Eighty participants completed the survey (response rate 27%). Thirty-four (43%) were very or extremely interested in IM/RO residency (median Likert-type rating 3, IQR 2-4). The most important potential advantages of an IM/RO pathway included greater flexibility in employment options (n = 51, 64%), enhanced general medical knowledge to facilitate ambitions in other career pathways (n = 46, 58%), improved patient care (n = 43, 54%), and having a pathway for combined hematologic/oncology and RO board certification (n = 46, 58%). In comparison to IM/RO, participants were significantly more interested in a combined RO and hematology/oncology program (median Likert-type rating 5, IQR 5-5, P = .005). Among the subgroup of 26 survey participants who believed it less likely they would apply for RO residency, 18 (69%) thought an IM/RO pathway would increase their interest in RO (median Likert-type rating 4, IQR 3-5). Interest in IM/RO did not differ by gender, race, or ethnicity. Conclusions: Combined training pathways involving RO were viewed positively by survey respondents, and may be particularly appealing to those less committed to a career in RO. Further research will help guide recommendations for the creation of these programs.

3.
NPJ Digit Med ; 7(1): 6, 2024 Jan 11.
Artigo em Inglês | MEDLINE | ID: mdl-38200151

RESUMO

Social determinants of health (SDoH) play a critical role in patient outcomes, yet their documentation is often missing or incomplete in the structured data of electronic health records (EHRs). Large language models (LLMs) could enable high-throughput extraction of SDoH from the EHR to support research and clinical care. However, class imbalance and data limitations present challenges for this sparsely documented yet critical information. Here, we investigated the optimal methods for using LLMs to extract six SDoH categories from narrative text in the EHR: employment, housing, transportation, parental status, relationship, and social support. The best-performing models were fine-tuned Flan-T5 XL for any SDoH mentions (macro-F1 0.71), and Flan-T5 XXL for adverse SDoH mentions (macro-F1 0.70). Adding LLM-generated synthetic data to training varied across models and architecture, but improved the performance of smaller Flan-T5 models (delta F1 + 0.12 to +0.23). Our best-fine-tuned models outperformed zero- and few-shot performance of ChatGPT-family models in the zero- and few-shot setting, except GPT4 with 10-shot prompting for adverse SDoH. Fine-tuned models were less likely than ChatGPT to change their prediction when race/ethnicity and gender descriptors were added to the text, suggesting less algorithmic bias (p < 0.05). Our models identified 93.8% of patients with adverse SDoH, while ICD-10 codes captured 2.0%. These results demonstrate the potential of LLMs in improving real-world evidence on SDoH and assisting in identifying patients who could benefit from resource support.

4.
JCO Oncol Pract ; 20(4): 525-537, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38252900

RESUMO

PURPOSE: Hispanic and Latinx people in the United States are the fastest-growing ethnic group. However, previous studies in non-small-cell lung cancer (NSCLC) often analyze these diverse communities in aggregate. We aimed to identify differences in NSCLC stage at diagnosis in the US population, focusing on disaggregated Hispanic/Latinx individuals. METHODS: Data from the National Cancer Database from 2004 to 2018 identified patients with primary NSCLC. Individuals were disaggregated by racial and ethnic subgroup and Hispanic country of origin. Ordinal logistic regression adjusting for age, facility type, income, educational attainment, comorbidity index, insurance, and year of diagnosis was used to create adjusted odds ratios (aORs), with higher odds representing diagnosis at later-stage NSCLC. RESULTS: Of 1,565,159 patients with NSCLC, 46,616 were Hispanic/Latinx (3.0%). When analyzed in the setting of race and ethnicity, Hispanic patients were more likely to be diagnosed with metastatic disease compared with non-Hispanic White (NHW) patients: 47.0% for Hispanic Black, 46.0% Hispanic White, and 44.3% of Hispanic other patients versus 39.1% of non-Hispanic White patients (P < .001 for all). By country of origin, 51.4% of Mexican, 41.7% of Puerto Rican, 44.6% of Cuban, 50.8% of South or Central American, 48.4% of Dominican, and 45.6% of other Hispanic patients were diagnosed with metastatic disease, compared with 39.1% of NHWs. Conversely, 20.2% of Mexican, 26.9% of Puerto Rican, 24.2% of Cuban, 22.5% of South or Central American, 23.7% of Dominican, and 24.5% of other Hispanic patients were diagnosed with stage I disease, compared with 30.0% of NHWs. All Hispanic groups were more likely to present with later-stage NSCLC than NHW patients (greatest odds for Mexican patients, aOR, 1.44; P < .001). CONCLUSION: Hispanic/Latinx patients with non-small-cell lung cancer were more likely to be diagnosed with advanced disease compared with NHWs. Disparities persisted upon disaggregation by both race and country of origin, with over half of Mexican patients with metastatic disease at diagnosis. Disparities among Hispanic/Latinx groups by race and by country of origin highlight the shortcomings of treating these groups as a monolith and underscore the need for disaggregated research and targeted interventions.


Assuntos
Carcinoma Pulmonar de Células não Pequenas , Neoplasias Pulmonares , Humanos , Estados Unidos/epidemiologia , Carcinoma Pulmonar de Células não Pequenas/epidemiologia , Neoplasias Pulmonares/epidemiologia , Hispânico ou Latino , México
5.
Cancer ; 130(3): 375-384, 2024 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-37843054

RESUMO

BACKGROUND: Sexual health is understudied and underreported in patients with lung cancer, and most data precede the approval of widely used targeted therapies and immune checkpoint inhibitors. The authors sought to evaluate the prevalence of sexual dysfunction in women with lung cancer in our current clinical environment. METHODS: This cross-sectional survey study was administered online to 249 women via the GO2 for Lung Cancer (GO2) Registry, using the Patient-Reported Outcomes Measurement Information System Sexual Function and Satisfaction Measures questionnaire. Participants were recruited between June 2020 to June 2021. Eligibility criteria included age >18 years, self-identifying as a woman, fluency in English, and a lung cancer diagnosis within 10 years. RESULTS: Most (67%) had stage IV lung cancer and 47% were receiving targeted therapy; 66% were undergoing active treatment. Despite 54% of participants reporting "recent" sexual activity, most (77%) indicated having little to no interest in sexual activity and 48% reported recent minimal satisfaction with their sex life. The most common reasons negatively affecting participants' satisfaction with their sex life included fatigue (40%) and feeling sad/unhappy (28%). Common reasons for lack of recent sexual activity included lack of interest (68%) and vaginal dryness or pain (30%). Compared to pre-diagnosis, women were significantly less likely to have recent interest in sexual activity. In multivariable logistic-regression, vaginal dryness showed a significant negative association with recent interest in sexual activity. CONCLUSIONS: Sexual dysfunction is prevalent in women with lung cancer. Sexual health should be integrated into routine care for patients with lung cancer.


Assuntos
Neoplasias Pulmonares , Disfunções Sexuais Fisiológicas , Saúde Sexual , Doenças Vaginais , Humanos , Feminino , Adolescente , Neoplasias Pulmonares/complicações , Neoplasias Pulmonares/epidemiologia , Estudos Transversais , Comportamento Sexual , Inquéritos e Questionários , Disfunções Sexuais Fisiológicas/epidemiologia , Disfunções Sexuais Fisiológicas/etiologia
7.
Ann Surg Oncol ; 30(12): 7569-7578, 2023 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-37550448

RESUMO

PURPOSE: Although breast cancer (BC) risk increases with age, BC in younger women is more aggressive with higher mortality compared with older women. We characterize the genomic landscape of BCs in younger women. METHODS: Clinicopathologic, molecular, and genomic differences across age groups (< 40 years, 40-60 years, > 60 years) in female BC patients were investigated in two large cohorts [AACR-GENIE8.1 (n = 11,594) and METABRIC (n = 2509)]. Cox-proportional regression analyzed the prognostic impact of age groups for disease-specific survival (DSS) and recurrence-free survival (RFS) in METABRIC and progression-free survival (PFS) in GENIE cohorts. Chi-squared test was used to assess statistical associations between genomic alterations and age groups. RESULTS: Survival analysis showed that women < 40 years had shorter DSS [hazard ratio (HR): 1.52, p = 0.005], RFS (HR: 1.4, p = 0.006), and PFS (HR: 1.82, p = 0.0003) compared with women 40-60 years, and shorter RFS (HR: 1.5, p = 0.001) and PFS (HR: 2.95, p < 0.0001) compared with women > 60 years. Molecular subtypes in the METABRIC cohort showed women < 40 years were enriched with basal, and HER2+ subtypes, and less enriched with luminal A and B subtype (p < 0.0001). Characterization of genomic alterations in both cohorts demonstrated that BCs in women < 40 years were more enriched with TP53 mutations (FDR < 0.0001), BRCA1 mutations (FDR = 0.01), ERBB2 amplifications (FDR < 0.001), CDK12 amplifications (FDR < 0.001), and PPM1D amplifications (FDR < 0.001). In contrast, BCs in older women (> 60 years) were more enriched with PIK3CA, KMT2C, and CDH1 mutations (FDR < 0.0001). CONCLUSIONS: BCs in young women are associated with shorter survival and more aggressive genomic features, including mutations in TP53 and BRCA1, and amplifications in ERBB2 and CDK12. These findings have the potential to impact clinical trial design and treatment.

9.
Lancet Digit Health ; 5(6): e380-e389, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-37236698

RESUMO

BACKGROUND: Men of African ancestry experience the greatest burden of prostate cancer globally, but they are under-represented in genomic and precision medicine studies. Therefore, we sought to characterise the genomic landscape, comprehensive genomic profiling (CGP) utilisation patterns, and treatment patterns across ancestries in a large, diverse, advanced prostate cancer cohort, to determine the impact of genomics on ancestral disparities. METHODS: In this large-scale retrospective analysis, the CGP-based genomic landscape was evaluated in biopsy sections from 11 741 patients with prostate cancer, with ancestry inferred using a single nucleotide polymorphism-based approach. Admixture-derived ancestry fractions for each patient were also interrogated. Independently, clinical and treatment information was retrospectively reviewed for 1234 patients in a de-identified US-based clinicogenomic database. Prevalence of gene alterations, including actionable gene alterations, was assessed across ancestries (n=11 741). Furthermore, real-world treatment patterns and overall survival was assessed in the subset of patients with linked clincogenomic information (n=1234). FINDINGS: The CGP cohort included 1422 (12%) men of African ancestry and 9244 (79%) men of European ancestry; the clinicogenomic database cohort included 130 (11%) men of African ancestry and 1017 (82%) men of European ancestry. Men of African ancestry received more lines of therapy before CGP than men of European ancestry (median of two lines [IQR 0-8] vs one line [0-10], p=0·029). In genomic analyses, ancestry-specific mutational landscapes were observed, but the prevalence of alterations in AR, the DNA damage response pathway, and other actionable genes were similar across ancestries. Similar genomic landscapes were observed in analyses that accounted for admixture-derived ancestry fractions. After undergoing CGP, men of African ancestry were less likely to receive a clinical study drug compared with men of European ancestry (12 [10%] of 118 vs 246 [26%] of 938, p=0·0005). INTERPRETATION: Similar rates of gene alterations with therapy implications suggest that differences in actionable genes (including AR and DNA damage response pathway genes) might not be a main driver of disparities across ancestries in advanced prostate cancer. Later CGP utilisation and a lower rate of clinical trial enrolment observed in men of African ancestry could affect genomics, outcomes, and disparities. FUNDING: American Society for Radiation Oncology, Department of Defense, Flatiron Health, Foundation Medicine, Prostate Cancer Foundation, and Sylvester Comprehensive Cancer Center.


Assuntos
Neoplasias da Próstata , Masculino , Humanos , Estados Unidos , Estudos Retrospectivos , Neoplasias da Próstata/genética , Neoplasias da Próstata/terapia , Medicina de Precisão , Genômica
12.
Int J Radiat Oncol Biol Phys ; 116(2): 368-374, 2023 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-36787853

RESUMO

PURPOSE: There are limited opportunities for mentorship for underrepresented in medicine (URM) trainees and physicians in radiation oncology (RO). The purpose of this study was to create and evaluate a formal mentorship program open to URMs and allies with interests in diversity, equity, and inclusion. METHODS AND MATERIALS: A mentorship program incorporating a virtual platform was designed by the Association of Residents in Radiation Oncology Equity and Inclusion Subcommittee. It was structured to include 6 sessions over 6 months with matched mentor-mentee pairs based on responses to a publicized online interest form. A compilation of evidence-based guidelines was provided to optimize the mentorship relationship. Linked pre- and postprogram surveys were administered to collect demographic data, define baseline goals and level of support, and evaluate program satisfaction. RESULTS: Thirty-five mentor-mentee pairs were matched; 31 mentees completed the preprogram survey and 17 completed the postprogram survey. Preprogram, only 3 mentees (9.7%) reported satisfaction with current mentorship and 5 (16%) reported mechanisms or mentorship in place at their program to support URMs. On the postprogram survey, mentees reported high satisfaction with areas of mentorship, mentor attributes, and the program overall. Opportunities for improvement include implementation of mechanisms to enhance communication with mentor-mentee pairs and maintain longitudinal engagement. CONCLUSIONS: In the first tailored mentorship program in RO for URMs and those with diversity, equity, and inclusion interests, our results demonstrate that there is self-reported interest for better mentorship for URMs in RO, and that a nationwide structured mentorship program can address participants' goals with high satisfaction. Program expansion could provide URMs and allies in RO more opportunities for career development and promote a greater sense of community and inclusion within the field.


Assuntos
Tutoria , Radioterapia (Especialidade) , Humanos , Mentores , Avaliação de Programas e Projetos de Saúde , Inquéritos e Questionários
13.
Int J Radiat Oncol Biol Phys ; 116(2): 359-367, 2023 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-36828169

RESUMO

PURPOSE: The aim of this study was to investigate United States (US) radiation oncology (RO) program directors' (PDs) attitudes and practices regarding racial/ethnic diversity, equity, and inclusion (DEI) to better understand potential effects on underrepresented in medicine (UIM) residents in RO. METHODS AND MATERIALS: A 28-item survey was developed using the validated Ethnic Harassment Experiences Scale and the Daily Life Experiences subscale, as well as input from DEI leaders in RO. The survey was institutional review board-approved and administered to RO PDs. PDs were provided with the American Association of Medical Colleges definition of UIM, that is, "Underrepresented in medicine means those racial and ethnic populations that are underrepresented in the medical profession relative to their numbers in the general population." Descriptive statistics were used in analysis. RESULTS: The response rate was 71% (64/90). Institutional Culture and Beliefs: 42% responded that they had a department DEI director. A minority (17%, n = 11) agreed "I believe that people from UIM backgrounds have equal access to quality tertiary education in the US." The majority (97%, n = 62) agreed "My program values residents from UIM backgrounds." Support and Resources: The majority (78%, n = 50) agreed "My program has resources in place to assist/provide support for resident physicians from UIM backgrounds." Interview and Recruitment: Most PDs (53%) had not taken part in activities aimed at recruiting UIM residents and 17% had interviewed no UIM applicants in the past 5 years for residency. Resident Experiences of Racism: 17% (n = 11) agreed "UIM residents in my program have reported incidents of racism to me," and 28% (n = 18) agreed "I believe that UIM residents in my program have been treated differently because of their race/ethnicity by faculty, staff, coresidents or patients." CONCLUSIONS: Most PDs reported that they did not believe that UIM residents were treated differently in their department because of their race/ethnicity, and only a minority had received reports of racial discrimination experienced by residents. These data contrast resident experiences and suggest a disconnect between DEI perceptions and resident experiences among US RO PDs that should be addressed through increased programmatic action and evaluation.


Assuntos
Internato e Residência , Medicina , Radioterapia (Especialidade) , Humanos , Estados Unidos , Radioterapia (Especialidade)/educação , Atitude , Grupos Minoritários
14.
Int J Radiat Oncol Biol Phys ; 116(2): 334-347, 2023 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-36669542

RESUMO

Disproportionate sex, racial, and ethnic diversity remains in the radiation oncology physician workforce despite widespread awareness and longitudinal efforts to improve representation. In this collaborative review, we define the rationale and components of holistic review and how it can be best used to provide a comprehensive evaluation of applicants to residency programs in radiation oncology. We initially discuss the current state of diversity in the field of radiation oncology and highlight the components of the residency selection process that may serve to perpetuate existing biases. Subsequently, the Accreditation Council for Graduate Medical Education and Association of American Medical Colleges holistic review framework is reviewed in detail to demonstrate the balanced assessment of potential applicants. The implementation of holistic review in medical school and residency selection to date is examined to underscore the potential value of holistic review in the radiation oncology residency selection process. Finally, recommendations for the practical implementation of holistic review in radiation oncology trainee selection are outlined.


Assuntos
Internato e Residência , Radioterapia (Especialidade) , Humanos , Radioterapia (Especialidade)/educação , Educação de Pós-Graduação em Medicina , Acreditação , Diversidade Cultural
15.
Int J Radiat Oncol Biol Phys ; 116(1): 166-175, 2023 05 01.
Artigo em Inglês | MEDLINE | ID: mdl-36716894

RESUMO

PURPOSE: Cancer is the leading cause of death for the Hispanic/Latinx United States (US) community, which comprises 64% of the US population with limited English proficiency. Despite the common use of radiation therapy for cancer treatment, there is a dearth of radiation therapy educational materials-at appropriate reading levels-available in Spanish. To address the gap in patient-centered educational resources for communicating with Spanish-speaking patients about radiation therapy, we sought to linguistically and culturally adapt the Communicating the External Beam Radiotherapy Experience (CEBRE) clinical discussion guide series into Spanish. METHODS AND MATERIALS: From January to December 2021, we developed and applied a stepwise methodology for Spanish adaptation of the discussion guides involving (1) professional translation; (2) interprofessional review for linguistic and cultural appropriateness and medical accuracy; (3) design review; and (4) evaluation for readability, understandability, and actionability using validated tools. We applied 4 indices for readability evaluation: Gilliam-Peña-Mountain, Läsbarhetsindex, Rate Index, and the Spanish Simple Measure of Gobbledygook. Two trained reviewers assessed understandability and actionability using the Patient Education Materials Assessment Tool. RESULTS: After 2 revision rounds, 4 CEBRE en español discussion guides were produced through an interprofessional, iterative translation and linguistic/cultural adaptation process. Readability scores across the 4 guides ranged from 4.3 to 7.3 grade-level equivalents, thereby meeting the American Medical Association's 8th-grade standard. Patient Education Materials Assessment Tool analysis yielded near-perfect scores along understandability and actionability domains. CONCLUSIONS: The stepwise linguistic/cultural adaptation process yielded a patient-centered guide that is appropriately readable, understandable, and actionable for Spanish-speaking patients receiving radiation therapy in the US. Future work should include an external evaluation of CEBRE en español by clinicians and patients. The methodology described can be applied to adapting resources for patient-centered communication in other fields of medicine and into other languages as part of an interprofessional approach to delivering equitable health care for all.


Assuntos
Hispânico ou Latino , Neoplasias , Educação de Pacientes como Assunto , Humanos , Compreensão , Letramento em Saúde , Idioma , Estados Unidos , Tradução , Neoplasias/radioterapia , Competência Cultural
16.
Int J Radiat Oncol Biol Phys ; 116(2): 348-358, 2023 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-36529183

RESUMO

PURPOSE: In this study, radiation oncology residents were surveyed on perceptions of diversity, equity, inclusion, and belonging in their residency training programs. METHODS AND MATERIALS: A 23-item survey was developed by the Association of Residents in Radiation Oncology Equity and Inclusion Subcommittee resident members and faculty advisors. The survey was divided into 4 sections: institutional culture, support and resources, interview and recruitment, and experiences of bias. The survey was sent individually to residents from all Accreditation Council for Graduate Medical Education-accredited radiation oncology programs. RESULTS: The survey was issued to 757 residents. A total of 319 residents completed the survey, for a response rate of 42%. All postgraduate years and geographic regions were represented. Significant racial, ethnic, and gender differences were present in survey response patterns. White residents (94%, 164 of 174) and male residents (96%, 186 of 194) were more likely to strongly agree/agree that they were treated with respect by their colleagues and their coworkers than other racial groups (P < .005) or gender groups (P < .008). Only 3% (5 of 174) of White residents strongly agreed/agreed that they were treated unfairly because of their race/ethnicity, while 31% (5 of 16) of Black residents and 10% (9 of 94) of Asian residents strongly agreed/agreed (P < .0001). Similarly, Hispanic residents were more likely to strongly agree/agree (24%, 5 of 21) than non-Hispanic residents (7%, 20 of 298) (P = .003). Regarding mentorship, there were no differences by gender or ethnicity. There were differences by race in residents reporting that they had a supportive mentor (P = .022), with 89% (154 of 174) of White residents who strongly agreed/agreed, 88% (14 of 16) of Black residents, and 91% of Asian residents (86 of 94). CONCLUSIONS: This survey reveals that experiences of support, mentorship, inclusion, and bias vary significantly among radiation oncology residents based on race, ethnicity, and gender. Radiation oncology has opportunity for growth to ensure an equitable experience for all residents.


Assuntos
Internato e Residência , Radioterapia (Especialidade) , Humanos , Masculino , Radioterapia (Especialidade)/educação , Educação de Pós-Graduação em Medicina , Inquéritos e Questionários , Mentores
17.
Urol Oncol ; 41(2): 106.e17-106.e23, 2023 02.
Artigo em Inglês | MEDLINE | ID: mdl-36400666

RESUMO

OBJECTIVE: Chromosome 8q arm (chr8q) is the most amplified chromosomal segment in advanced metastatic castration-resistant prostate cancer after chXq12. These regions harbor important oncogenes driving prostate cancer progression, including MYC that plays a role in various hallmarks of cancer, including cell cycle progression and immune surveillance. Herein we characterize the co-expression patterns of chr8q genes and their clinical utility in more than 7,000 radical prostatectomy samples. MATERIALS AND METHODS: Copy Number alterations of 336 genes on chr8q21 to chr8q24 were extracted from 2 primary prostate cancer cohorts (TCGA, n = 492; MSK-primary, n = 856) and 3 metastatic prostate cancer cohorts (MSK-met, N = 432; MSK-mCSPC, N = 424; SU2CPNAS, n = 444) from cBioPortal. Expression data for the 336 genes was extracted from 6,135 radical prostatectomy samples from Decipher GRID registry. For survival analysis, patients were grouped into top 10% and top 25% by band expression and were compared with the remaining cohort. Hazard ratios were calculated using Cox proportional hazards models. RESULTS: Genes on chr8q were highly co-amplified and co-expressed. Copy number alterations and overexpression of chr8q genes in primary disease were associated with higher Gleason scores, increased risk of metastases, and increased prostate cancer specific mortality. Additionally, our data demonstrated high expression of MYC alone was not associated with differences in metastases free survival while high expression of other chr8q bands was associated with decreased metastases free survival. By combining chr8q data with an established genomic classifier like Decipher, we were able to develop a new model that was better at predicting metastases than Decipher alone. CONCLUSIONS: Our findings highlight the clinical utility of chr8q data, which can be used to improve prognostication and risk prediction in localized prostate cancer.


Assuntos
Braço , Neoplasias da Próstata , Masculino , Humanos , Braço/patologia , Neoplasias da Próstata/genética , Neoplasias da Próstata/cirurgia , Neoplasias da Próstata/patologia , Próstata/patologia , Prognóstico , Prostatectomia , Cromossomos
18.
Int J Radiat Oncol Biol Phys ; 116(2): 219-228, 2023 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-36306980

RESUMO

PURPOSE: Promoting a diverse workforce of health care professionals that delivers equitable patient care is an important goal in oncology, as in all of medicine. Although most medical schools have a diversity office and associated initiatives, little is known about radiation oncology (RO) department-level efforts to promote diversity, equity, and inclusion (DEI). We describe the current state of DEI leadership and initiatives in RO departments in the US to guide future policies and programs. METHODS AND MATERIALS: A total of 124 US RO departments affiliated with a medical school were contacted to identify departmental DEI leadership. Identified DEI leaders were asked to complete an anonymous survey assessing characteristics of their departmental DEI leadership, committee/organizational structure, activities, and perceived barriers to, and effect of, their work. Descriptive statistics are reported. RESULTS: Among 85 RO departments that responded (68.5% response rate), 48 (56.5%) reported having a departmental DEI leader. Thirty-four DEI leaders completed the survey (70.8%). Of those who answered each survey question, most DEI leaders were assistant or associate professors (n = 24, 82.8%), women (n = 19, 73.1%), and identified with at least one non-White race or Hispanic ethnicity (n = 15, 53.6%). Nineteen (57.6%) had an associated departmental DEI committee; with 10 of these starting in 2020 or later. Few DEI leaders had administrative support (38.2%), funding (29.4%), protected time (23.5%), or increased compensation for added duties Fifteen (50.0%) believed their DEI-focused efforts were considered for promotion. The most reported initiatives included offering programming/education, supporting students from backgrounds underrepresented in medicine, improving recruitment practices/hiring, and implementing pipeline/pathway projects. The perceived impact of DEI initiatives included an increased culture of respect (89.7%), improved health care disparity awareness (75.9%), and improved systemic/structural racism awareness (79.3%). CONCLUSIONS: Departmental DEI efforts are increasingly common within RO, however, the structure, resources, and recognition associated with DEI work are variable. Additional dedicated resources and recognition for these efforts will help ensure a culture of inclusive excellence for the RO workforce and patients.


Assuntos
Radioterapia (Especialidade) , Feminino , Humanos , Diversidade, Equidade, Inclusão , Escolaridade , Pessoal de Saúde , Masculino
19.
Prostate Cancer Prostatic Dis ; 26(2): 309-316, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-35306541

RESUMO

BACKGROUND: Despite great heterogeneity amongst Hispanic groups, prostate cancer studies often report Hispanic patients in aggregate. We sought to identify differences in prostate cancer risk group at presentation and treatment status among Hispanic subgroup populations. METHODS: Patients with localized prostate adenocarcinoma diagnosed from 2004-2017 were identified in the National Cancer Database (NCDB) and disaggregated by racial subgroup and Hispanic country of origin. Ordinal logistic regression defined adjusted odds ratios (AORs) with 95% CI of (1) presenting at progressively higher risk group and (2) receiving treatment with intermediate-unfavorable or high-risk disease. RESULTS: In our sample (n = 895,087), Hispanic men had greater odds of presenting with higher-risk localized prostate cancer compared with non-Hispanic White men (AOR = 1.18 95% CI 1.16-1.21, p < 0.001). Additionally, Hispanic Black men were less likely to present with higher-risk disease than non-Hispanic Black men. Disparities also existed when disaggregated by country of origin, particularly for Mexican men. Amongst men with unfavorable-risk disease, Hispanic men were less likely to receive treatment than non-Hispanic White men (95% CI 0.57-0.67, p < 0.001). The odds of Hispanic Black patients receiving treatment was 2.00 times the odds (95% CI 1.17-3.41 p = 0.011) of non-Hispanic Black patients receiving treatment. Upon disaggregation by country of origin, disparities persisted, particularly for Mexican men. CONCLUSION: We found marked heterogeneity when risk group at presentation and treatment for higher-risk disease were disaggregated by racial subgroup and country of origin. Our findings support further collection of disaggregated data in Hispanic communities and study of potential mechanisms underlying the observed differences.


Assuntos
Disparidades em Assistência à Saúde , Hispânico ou Latino , Neoplasias da Próstata , Humanos , Masculino , Negro ou Afro-Americano , Acessibilidade aos Serviços de Saúde , Neoplasias da Próstata/diagnóstico , Neoplasias da Próstata/epidemiologia , Neoplasias da Próstata/terapia
20.
Ann Surg Oncol ; 29(13): 7977-7987, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-35953743

RESUMO

BACKGROUND: Although the United States (US) Hispanic population consists of diverse communities, prior breast cancer studies often analyze this group in aggregate. Our aim was to identify differences in breast cancer stage at presentation in the US population, with a particular focus on Hispanic subgroups. METHODS: Data from the National Cancer Database (NCDB) from 2004 to 2017 were used to select women with primary breast cancer; individuals were disaggregated by racial and ethnic subgroup and Hispanic country of origin. Ordinal logistic regression was used to create adjusted odds ratios (aORs) with 95% confidence intervals (CIs), with higher odds representing presentation at later-stage breast cancer. Subgroup analysis was conducted based on tumor receptor status. RESULTS: Overall, among 2,282,691 women (5.2% Hispanic), Hispanic women were more likely to live in low-income and low-educational attainment neighborhoods, and were also more likely to be uninsured. Hispanic women were also more likely to present at later-stage primary breast cancer when compared with non-Hispanic White women (aOR 1.19, 95% CI 1.18-1.21; p < 0.01). Stage disparities were demonstrated when populations were disaggregated by country of origin, particularly for Mexican women (aOR 1.55, 95% CI 1.51-1.60; p < 0.01). Disparities worsened among both racial and country of origin subgroups in women with triple-negative disease. CONCLUSION: Later breast cancer stage at presentation was observed among Hispanic populations when disaggregated by racial subgroup and country of origin. Socioeconomic disparities, as well as uncaptured disparities in access and/or differential care, may drive these observed differences. Future studies with disaggregated data are needed to characterize outcomes in Hispanic communities and develop targeted interventions.


Assuntos
Neoplasias da Mama , Estados Unidos/epidemiologia , Feminino , Humanos , Neoplasias da Mama/patologia , Hispânico ou Latino , Etnicidade , Pessoas sem Cobertura de Seguro de Saúde , Grupos Raciais , Disparidades em Assistência à Saúde
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