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ChatGPT can help guide and empower patients after prostate cancer diagnosis

Collin, Harry; Keogh, Kandice; Basto, Marnique; Loeb, Stacy; Roberts, Matthew J
BACKGROUND/OBJECTIVES/OBJECTIVE:Patients often face uncertainty about what they should know after prostate cancer diagnosis. Web-based information is common but is at risk of being of poor quality or readability. SUBJECTS/METHODS/METHODS:We used ChatGPT, a freely available Artificial intelligence (AI) platform, to generate enquiries about prostate cancer that a newly diagnosed patient might ask and compared to Google search trends. Then, we evaluated ChatGPT responses to these questions for clinical appropriateness and quality using standardised tools. RESULTS:ChatGPT generates broad and representative questions, and provides understandable, clinically sound advice. CONCLUSIONS:AI can guide and empower patients after prostate cancer diagnosis through education. However, the limitations of the ChatGPT language-model must not be ignored and require further evaluation and optimisation in the healthcare field.
PMID: 38926606
ISSN: 1476-5608
CID: 5733192

Germline testing for prostate cancer: current state and opportunities for enhanced access

Loeb, Stacy; Vadaparampil, Susan T; Giri, Veda N
Germline Testing (GT) for prostate cancer (PCA) is now central to PCA care and hereditary cancer assessment, with a rising role in PCA screening approaches. Guidelines have significantly expanded to include testing patients with metastatic PCA, advanced PCA or with high-risk features, and for males with or without PCA with a strong family cancer history to identify hereditary cancer syndromes for patients and their families. However, the expansion of GT has overwhelmed genetic counselling programs, necessitating the development and evaluation of alternate genetic delivery models. Furthermore, disparities in engagement in PCA GT are of major concern for impacting PCA-related and overall cancer-related outcomes for patients and their families. This review focuses on integrating PCA GT guidelines with implementation strategies and addressing PCA GT disparities to help inform current and future strategies to enhance the benefits of GT across populations.
PMID: 40398351
ISSN: 2352-3964
CID: 5853182

Prostate Cancer Foundation White Paper on Combination Therapy for Metastatic Hormone-Sensitive Prostate Cancer

Carlsson, Sigrid V; Barata, Pedro C; Bryce, Alan H; George, Daniel J; Gillessen, Silke; Loeb, Stacy; Montgomery, Bruce; Morris, David; Riaz, Irbaz Bin; Palapattu, Ganesh; Schoen, Martin W; Washington Iii, Samuel L; Cornell, Brad; Levine, Rebecca; Aggarwal, Pankaj; McGowan, Tracy; Cotter, Matthew; Thompson, Betty; Devgan, Geeta; Russell, David; Kuperman, Gaston; Lenero, Enrique; Iwata, Kenneth; Miyahira, Andrea K; Soule, Howard R; Carithers, Gina; Oh, William K; Agarwal, Neeraj
Despite several randomized controlled trials demonstrating the benefits of combination therapies for metastatic hormone-sensitive prostate cancer (mHSPC), a significant treatment gap persists. This initiative by the Prostate Cancer Foundation (PCF) convened stakeholders from academia, community practices, industry, and patient advocacy groups to address critical challenges in mHSPC care. Expert discussions and a review of real-world evidence and meta-analyses informed the development of strategies to improve care delivery. Evaluation of the data from global registries, such as IRONMAN, and large community databases was used to assess treatment utilization patterns and disparities. Combination therapies with two agents-androgen deprivation therapy (ADT) plus an androgen receptor pathway inhibitor (ARPI)-or three agents-ADT + ARPI + docetaxel-demonstrate significant survival improvements while preserving quality of life for patients with mHSPC, yet adoption remains inconsistent. Of the eligible patients, 20%-60% remain undertreated, with geographic, financial, and systemic barriers contributing to inconsistencies in care. Younger, White, urban-dwelling patients with fewer comorbidities are more likely to receive combination treatment, highlighting disparities across populations. Meta-analyses identified a lack of standardization due to varying inclusion criteria and comparators across trials. Real-world evidence underscored disparities influenced by geographic location, practice type, and access to specialty care. Initiatives such as the PANTHER study highlight improved outcomes in Black patients treated with combination therapies, emphasizing the importance of including diverse populations in clinical trials. To bridge gaps in care, this initiative prioritizes awareness, standardization, and equitable access to evidence-based therapies. Proposed solutions include targeted knowledge dissemination strategies, development of educational resources, and advocacy for policy changes to promote guideline-concordant care. By leveraging collaborative efforts, organizations, including PCF, can contribute to enhancing survival outcomes and quality of life for all patients with mHSPC.
PMID: 40315399
ISSN: 2688-1535
CID: 5834512

Artificial intelligence and patient education

Paluszek, Olivia; Loeb, Stacy
PURPOSE OF REVIEW/OBJECTIVE:Artificial intelligence (AI) chatbots are increasingly used as a source of information. Our objective was to review the literature on their use for patient education in urology. RECENT FINDINGS/RESULTS:There are many published studies examining the quality of AI chatbots, most commonly ChatGPT. In many studies, responses from chatbots had acceptable accuracy but were written at a difficult reading level without specific prompts to enhance readability. A few studies have examined AI chatbots for other types of patient education, such as creating lay summaries of research publications or generating handouts. SUMMARY/CONCLUSIONS:Artificial intelligence chatbots may provide an adjunctive source of patient education in the future, particularly if prompted to provide results with better readability. In addition, they may be used to rapidly generate lay research summaries, leaflets or other patient education materials for final review by experts.
PMID: 39945126
ISSN: 1473-6586
CID: 5793762

Sexual health among female partners of patients with prostate cancer

Loeb, Stacy; Gupta, Natasha; Wittmann, Daniela; Nelson, Christian J; Mulhall, John P; Salter, Carolyn A; Byrne, Nataliya; Nolasco, Tatiana Sanchez; Zebib, Laura; Garrett, Leigh; Rivera, Adrian; Schofield, Elizabeth
PMID: 39801422
ISSN: 1743-6109
CID: 5776082

Urology on a changing planet: links between climate change and urological disease

Cole, Alexander P; Qian, Zhiyu; Gupta, Natasha; Leapman, Michael; Zurl, Hanna; Trinh, Quoc-Dien; Sherman, Jodi D; Loeb, Stacy; Iyer, Hari S
Urological diseases and their varied forms of management warrant special attention in the setting of climate change. Regarding urological cancers, climate change will probably increase the incidence and severity of cancer diagnoses through exposures to certain environmental risk factors, while simultaneously disrupting cancer care delivery and downstream outcomes. Regarding benign urological diseases, a burgeoning body of work exists on climate-related heat waves, dehydration, urolithiasis, renal injury and infectious and vector-borne diseases. Adding to the potential effect on disease pathogenesis, many patients with urological diseases undergo high-tech, resource-intensive interventions, such as robotic surgery, and entail intensive longitudinal assessments over many years. These features incur a considerable carbon footprint, generate substantial waste, and can introduce vulnerabilities to climate-related weather events. Links exist between planetary health (the health of humans and the natural systems that support our health), climate change and urological disease and urological care providers face many challenges in the era of anthropogenic climate change. The next steps and priorities for research, management, and health care delivery include identification and prioritization of health care delivery strategies to minimize waste and carbon emissions, while supporting climate resilience. Examples include supporting telemedicine, limiting low-value care, and building resilience to minimize impacts of climate-related disasters to prepare for the challenges ahead.
PMID: 39875561
ISSN: 1759-4820
CID: 5780802

Development and Validation of a Survey to Assess Sexual Health in Female Partners of Patients with Prostate Cancer

Loeb, Stacy; Gupta, Natasha; Wittmann, Daniela; Nelson, Christian J; Mulhall, John P; Salter, Carolyn A; Byrne, Nataliya; Sanchez Nolasco, Tatiana; Zebib, Laura; Garrett, Leigh; Schofield, Elizabeth
BACKGROUND:Prostate cancer (PCa) diagnosis and treatment can have a significant negative impact on sexual health, affecting patients and their partners; however, the impact on partners is insufficiently addressed in current practice. OBJECTIVE:We describe the development and validation of an instrument to measure sexual health in female partners of patients with PCa. DESIGN, SETTING, AND PARTICIPANTS/METHODS:Questions assessing sexual health were developed through a literature review, two qualitative studies, and an expert consensus process. Candidate survey items were tested through cognitive interviews and used to iteratively refine the questionnaire. INTERVENTION/METHODS:The final questionnaire was tested in a validation study among 200 female partners. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS/METHODS:We performed an exploratory factor analysis, followed by an analysis for internal validity, test-retest reliability, and convergent and discriminant validity. RESULTS AND LIMITATIONS/CONCLUSIONS:An initial set of 32 items was developed and refined through cognitive interviews. The resulting 27-item questionnaire was tested among 200 female partners of patients with PCa from across the USA. The exploratory factor analysis eliminated eight items and revealed seven key factors: (1) distress/satisfaction, (2) loss of connection as a couple, (3) active communication, (4) discomfort with communication, (5) frustration with sexual counseling, (6) expansion of sexual repertoire, and (7) nonpenetrative sexual activity. The overall scale demonstrated strong internal consistency (ordinal alpha 0.94) and test-retest reliability (0.89). Strengths of the study include development and evaluation of the first questionnaire to evaluate sexual quality of life among female partners of patients with PCa. However, additional work is needed to assess sexual health and quality of life among male and nonbinary partners. CONCLUSIONS:We developed a new instrument, the Sexual Concerns In Partners of Patients with Prostate cancer (SCIPPP-F), and found it to be valid in a diverse sample of female partners across the USA. PATIENT SUMMARY/RESULTS:Our new instrument can be used to characterize sexual health among female partners of patients with prostate cancer.
PMID: 38762369
ISSN: 2588-9311
CID: 5733762

Plant-based diets and urological health

Loeb, Stacy; Borin, James F; Venigalla, Greeshma; Narasimman, Manish; Gupta, Natasha; Cole, Alexander P; Amin, Katherine
Plant-based diets have grown in popularity owing to multiple health and environmental benefits. Some evidence suggests that plant-based diets are associated with benefits for urological health. In genitourinary oncology, most research has focused on prostate cancer. Clinical trial results suggest a favourable influence of healthy lifestyle modifications including plant-based diets before and after prostate cancer treatment. Epidemiological evidence shows that a diet higher in plant-based and lower in animal-based food is associated with a lower risk of aggressive prostate cancer and better quality-of-life scores than a diet with less plant-based and more animal-based food. Studies on bladder and kidney cancer are scarce, but limited data suggest that vegetarian or plant-forward dietary patterns (increased consumption of fruits and vegetables and minimizing meat) are associated with a lower risk of development of these cancers than dietary patterns with fewer fruits and vegetables and more meat. With respect to benign urological conditions, epidemiological studies suggest that plant-based dietary patterns are associated with a lower risk of benign prostatic hyperplasia and urinary tract infections than non-plant-based dietary patterns. Compared with diets high in animal-based foods and low in plant-based foods, a substantial body of epidemiological evidence also suggests that increased consumption of healthy plant-based food is associated with a lower risk of erectile dysfunction. Plant-based dietary patterns that are high in fruits and vegetables with normal calcium intake, while limiting animal protein and salt, are associated with a lower risk of kidney stone development than dietary patterns that do not follow these parameters. Overall, increasing consumption of plant-based foods and reducing intake of animal-based foods has favourable associations with multiple urological conditions.
PMID: 39375468
ISSN: 1759-4820
CID: 5705962

Carbon Emissions From Patient Travel for Health Care

Zurl, Hanna; Qian, Zhiyu; Stelzl, Daniel R; Dagnino, Filippo; Korn, Stephan M; Labban, Muhieddine; Lipsitz, Stuart R; Leitsmann, Marianne; Ahyai, Sascha; Ellimoottil, Chad; Loeb, Stacy; Iyer, Hari S; Trinh, Quoc-Dien; Cole, Alexander P
IMPORTANCE/UNASSIGNED:The US health care sector accounts for about 8.5% of national greenhouse gas (GHG) emissions. Reliable estimates of emissions associated with health care-related travel are essential for informing policy changes. OBJECTIVE/UNASSIGNED:To generate a comprehensive national estimate of carbon emissions due to patient health care-related travel in the US. DESIGN, SETTING, AND PARTICIPANTS/UNASSIGNED:This cross-sectional study used data from the 2022 National Household Travel Survey (NHTS), conducted from January 2022 to January 2023. Participants were selected using an address-based sample from the US Postal Service Delivery Sequence File. Participating households reported all trips taken within 24 hours by all household members aged 5 years or older. Approximate emissions per mile were obtained from typical vehicle emissions data provided by US government institutions. Data were analyzed between March 11 and May 29, 2024. MAIN OUTCOMES AND MEASURES/UNASSIGNED:Estimated annual CO2 equivalent (CO2e) emissions from patient health care-related travel per year, per patient, per trip, and per mile. A survey-weighted λ regression analysis was used to identify factors associated with higher CO2e emissions per trip. An alternative scenario analysis estimated reductions if 30% or 50% of private vehicle users switched to electric vehicles. RESULTS/UNASSIGNED:The sample included 16 997 participants with a weighted total of 3 506 325 536 US health care trips. Of these trips, 52.0% were reported by female travelers, 80.1% were made in urban areas, and 19.9% were made in rural areas. These trips accounted for 84 057 963 340 miles, resulting in weighted annual estimated emissions of 35.7 megatons (Mt) (95% CI, 27.5-43.9 Mt) CO2e. Each mile traveled generated an estimated 424 g (95% CI, 418-428 g) CO2e. Emissions per trip were higher (exponentiated coefficient [exp(β)], 2.19; 95% CI, 1.51-2.86; P < .001) for rural patients compared with urban patients. However, 69.3% of emissions were attributable to urban patients and 30.7% to rural patients. Patients with annual median household incomes of $50 000 to $99 999 generated higher trip emissions (exp[β], 1.92; 95% CI, 1.09-2.76; P = .003) compared with those with incomes of $25 000 or less. A 30% shift to electric vehicles was estimated to reduce health care-related carbon emissions to 27.6 Mt (95% CI, 20.7-34.6 Mt) CO2e, and a 50% shift was estimated to lower emissions to 22.3 Mt (95% CI, 16.0-28.6 Mt) CO2e. CONCLUSIONS AND RELEVANCE/UNASSIGNED:This cross-sectional study estimated that annual patient health care-related travel in the US generated 35.7 Mt CO2e, which accounts for a small but important proportion of total health care-related emissions in the US. These findings are essential for informing health care policy decisions and suggest that strategies such as telehealth and the adoption of electric vehicles may contribute to a small but significant reduction in health care-related GHG emissions.
PMID: 40163116
ISSN: 2574-3805
CID: 5818762

Risks of grade reclassification among patients with Gleason grade group 1 prostate cancer and PI-RADS 5 findings on prostate MRI

Sundaresan, Vinaik Mootha; Webb, Lindsey; Rabil, Maximilian; Golos, Aleksandra; Sutherland, Ryan; Bailey, Jonell; Rajwa, Pawel; Seibert, Tyler M; Loeb, Stacy; Cooperberg, Matthew R; Catalona, William J; Sprenkle, Preston C; Kim, Isaac Y; Leapman, Michael S
BACKGROUND AND OBJECTIVE/OBJECTIVE:As most Prostate Imaging Reporting and Data System (PI-RADS) 5 lesions on MRI harbor Gleason grade (GG) group ≥2 disease on biopsy, optimal management of patients with imaging-biopsy discordance remains unclear. To estimate grade misclassification, we evaluated the incidence of Gleason upgrading among patients with GG1 disease in the setting of a PI-RADS 5 lesion. METHODS:We conducted a single-institution retrospective analysis to identify patients with GG1 prostate cancer on fusion biopsy with MRI demonstrating ≥1 PI-RADS 5 lesion. Primary study outcome was identification of ≥GG2 disease on subsequent active surveillance (AS) biopsy or radical prostatectomy (RP). We used multivariable models to examine factors associated with reclassification. RESULTS:We identified 110 patients with GG1 disease on initial biopsy and ≥1 PI-RADS 5 lesion. There were 104 patients (94.6%) initially managed with AS and 6 (5.5%) received treatment. Sixty-one patients (58.7%) on AS underwent additional biopsies. Of these, 43 (70.5%) patients had tumor upgrading, with 32 (74.4%) upgraded on first surveillance biopsy. Forty-four (40%) patients ultimately received treatment, including prostatectomy in 15 (13.6%) and radiation in 25 (22.7%). Two patients (1.8%) developed metastases. In multivariable models, genomic classifier score was associated with upgrading. Limitations include a lack of multi-institutional data and long-term outcomes data. CONCLUSIONS:Most patients diagnosed with GG1 prostate cancer on MRI-Ultrasound fusion biopsy in the setting of a PI-RADS 5 lesion were found to have ≥GG2 disease on subsequent tissue sampling, suggesting substantial initial misclassification and reinforcing the need for confirmatory testing.
PMID: 39706698
ISSN: 1873-2496
CID: 5764992