Try a new search

Format these results:

Searched for:

in-biosketch:true

person:loebs01

Total Results:

524


How Well Do Artificial Intelligence Chatbots Respond to the Top Search Queries About Urological Malignancies?

Musheyev, David; Pan, Alexander; Loeb, Stacy; Kabarriti, Abdo E
Artificial intelligence (AI) chatbots are becoming a popular source of information but there are limited data on the quality of information on urological malignancies that they provide. Our objective was to characterize the quality of information and detect misinformation about prostate, bladder, kidney, and testicular cancers from four AI chatbots: ChatGPT, Perplexity, Chat Sonic, and Microsoft Bing AI. We used the top five search queries related to prostate, bladder, kidney, and testicular cancers according to Google Trends from January 2021 to January 2023 and input them into the AI chatbots. Responses were evaluated for quality, understandability, actionability, misinformation, and readability using published instruments. AI chatbot responses had moderate to high information quality (median DISCERN score 4 out of 5, range 2-5) and lacked misinformation. Understandability was moderate (median Patient Education Material Assessment Tool for Printable Materials [PEMAT-P] understandability 66.7%, range 44.4-90.9%) and actionability was moderate to poor (median PEMAT-P actionability 40%, range 0-40%The responses were written at a fairly difficult reading level. AI chatbots produce information that is generally accurate and of moderate to high quality in response to the top urological malignancy-related search queries, but the responses lack clear, actionable instructions and exceed the reading level recommended for consumer health information. PATIENT SUMMARY: Artificial intelligence chatbots produce information that is generally accurate and of moderately high quality in response to popular Google searches about urological cancers. However, their responses are fairly difficult to read, are moderately hard to understand, and lack clear instructions for users to act on.
PMID: 37567827
ISSN: 1873-7560
CID: 5738232

Patient experiences with tissue-based genomic testing during active surveillance for prostate cancer

Leapman, Michael S; Sutherland, Ryan; Gross, Cary P; Ma, Xiaomei; Seibert, Tyler M; Cooperberg, Matthew R; Catalona, William J; Loeb, Stacy; Schulman-Green, Dena
BACKGROUND/UNASSIGNED:Tissue-based gene expression (genomic) tests provide estimates of prostate cancer aggressiveness and are increasingly used for patients considering or engaged in active surveillance. However, little is known about patient experiences with genomic testing and its role in their decision-making. METHODS/UNASSIGNED:We performed a qualitative study consisting of in-depth, semi-structured interviews of patients with low- or favourable-intermediate-risk prostate cancer managed with active surveillance. We purposively sampled to include patients who received biopsy-based genomic testing as part of clinical care. The interview guide focused on experiences with genomic testing during patients' decision-making for prostate cancer management and understanding of genomic test results. We continued interviews until thematic saturation was reached, iteratively created a code key and used conventional content analysis to analyse data. RESULTS/UNASSIGNED: = 20) mean age was 68 years (range 51-79). At initial biopsy, 17 (85%) had a Gleason grade group 1, and 3 (15%) had a grade group 2 prostate cancer. The decision to undergo genomic testing was driven by both participants and physicians' recommendations; however, some participants were unaware that testing had occurred. Overall, participants understood the role of genomic testing in estimating their prostate cancer risk, and the test results increased their confidence in the decision for active surveillance. Participants had some misconceptions about the difference between tissue-based gene expression tests and germline genetic tests and commonly believed that tissue-based tests measured hereditary cancer risk. While some participants expressed satisfaction with their physicians' explanations, others felt that communication was limited and lacked sufficient detail. CONCLUSION/UNASSIGNED:Patients interact with and are influenced by the results of biopsy-based genomic testing during active surveillance for prostate cancer, despite gaps in understanding about test results. Our findings indicate areas for improvement in patient counselling in order to increase patient knowledge and comfort with genomic testing.
PMCID:10764160
PMID: 38179031
ISSN: 2688-4526
CID: 5737312

Plant-Based Diets and Disease Progression in Men With Prostate Cancer

Liu, Vivian N; Van Blarigan, Erin L; Zhang, Li; Graff, Rebecca E; Loeb, Stacy; Langlais, Crystal S; Cowan, Janet E; Carroll, Peter R; Chan, June M; Kenfield, Stacey A
IMPORTANCE/UNASSIGNED:Plant-based diets are associated with many health and environmental benefits, including primary prevention of fatal prostate cancer, but less is known about postdiagnostic plant-based diet patterns in individuals with prostate cancer. OBJECTIVE/UNASSIGNED:To examine whether postdiagnostic plant-based dietary patterns are associated with risk of prostate cancer progression and prostate cancer-specific mortality. DESIGN, SETTING, AND PARTICIPANTS/UNASSIGNED:This longitudinal observational cohort study included men with biopsy-proven nonmetastatic prostate cancer (stage ≤T3a) from the diet and lifestyle substudy within the Cancer of the Prostate Strategic Urologic Research Endeavor (CaPSURE) enrolled at 43 urology practices across the US from 1999 to 2018. Participants completed a comprehensive diet and lifestyle questionnaire (including a validated food frequency questionnaire [FFQ]) between 2004 and 2016. Data were analyzed from August 2022 to April 2023. EXPOSURES/UNASSIGNED:Overall plant-based diet index (PDI) and healthful plant-based diet index (hPDI) scores were calculated from the FFQ. MAIN OUTCOMES AND MEASURES/UNASSIGNED:The primary outcome was prostate cancer progression (recurrence, secondary treatment, bone metastases, or prostate cancer-specific mortality). The secondary outcome was prostate cancer-specific mortality. RESULTS/UNASSIGNED:Among 2062 participants (median [IQR] age, 65.0 [59.0-70.0] years), 61 (3%) identified as African American, 3 (<1%) identified as American Indian or Alaska Native, 9 (<1%) identified as Asian or Pacific Islander, 15 (1%) identified as Latino, and 1959 (95%) identified as White. Median (IQR) time from prostate cancer diagnosis to FFQ was 31.3 (15.9-62.0) months after diagnosis. During a median (IQR) follow-up of 6.5 (1.3-12.8) years after the FFQ, 190 progression events and 61 prostate cancer-specific mortality events were observed. Men scoring in the highest vs lowest quintile of PDI had a 47% lower risk of progression (HR, 0.53; 95% CI, 0.37-0.74; P for trend = .003). The hPDI was not associated with risk of progression overall. However, among 680 individuals with Gleason grade 7 or higher at diagnosis, the highest hPDI quintile was associated with a 55% lower risk of progression compared with the lowest hPDI quintile (HR 0.45; 95% CI, 0.25-0.81; P for trend = .01); no association was observed in individuals with Gleason grade less than 7. CONCLUSIONS AND RELEVANCE/UNASSIGNED:In this cohort study of 2062 men with prostate cancer, higher intake of plant foods after prostate cancer diagnosis was associated with lower risk of cancer progression. These findings suggest nutritional assessment and counseling may be recommended to patients with prostate cancer to help establish healthy dietary practices and support well-being and overall health.
PMCID:11063803
PMID: 38691361
ISSN: 2574-3805
CID: 5738522

Quality of erectile dysfunction information from ChatGPT and other artificial intelligence chatbots

Pan, Alexander; Musheyev, David; Loeb, Stacy; Kabarriti, Abdo E
PMID: 37997563
ISSN: 1464-410x
CID: 5738302

Shared decision-making before prostate cancer screening decisions

Pekala, Kelly R; Shill, Daniela K; Austria, Mia; Langford, Aisha T; Loeb, Stacy; Carlsson, Sigrid V
Decisions around prostate-specific antigen screening require a patient-centred approach, considering the benefits and risks of potential harm. Using shared decision-making (SDM) can improve men's knowledge and reduce decisional conflict. SDM is supported by evidence, but can be difficult to implement in clinical settings. An inclusive definition of SDM was used in order to determine the prevalence of SDM in prostate cancer screening decisions. Despite consensus among guidelines endorsing SDM practice, the prevalence of SDM occurring before the decision to undergo or forgo prostate-specific antigen testing varied between 11% and 98%, and was higher in studies in which SDM was self-reported by physicians than in patient-reported recollections and observed practices. The influence of trust and continuity in physician-patient relationships were identified as facilitators of SDM, whereas common barriers included limited appointment times and poor health literacy. Decision aids, which can help physicians to convey health information within a limited time frame and give patients increased autonomy over decisions, are underused and were not shown to clearly influence whether SDM occurs. Future studies should focus on methods to facilitate the use of SDM in clinical settings.
PMCID:11250989
PMID: 38168921
ISSN: 1759-4820
CID: 5738352

Plant-based diets, animal agriculture, and the connection with urological and planetary health

Gupta, Natasha; Leapman, Michael S; Loeb, Stacy
PURPOSE OF REVIEW/OBJECTIVE:We summarize the latest evidence regarding the impact of plant-based diets on urological and planetary health to facilitate patient counseling and research regarding dietary intervention. RECENT FINDINGS/RESULTS:Studies have highlighted the association of plant-based diets with a lower risk of multiple urological conditions including prostate cancer, erectile dysfunction, benign prostatic hyperplasia, and nephrolithiasis, as well as benefits for planetary health. SUMMARY/CONCLUSIONS:Plant-based diets are associated with numerous benefits that co-promote urological and planetary health.
PMCID:11303101
PMID: 38832408
ISSN: 1473-6586
CID: 5738582

The Lancet Commission on prostate cancer: planning for the surge in cases

James, Nicholas D; Tannock, Ian; N'Dow, James; Feng, Felix; Gillessen, Silke; Ali, Syed Adnan; Trujillo, Blanca; Al-Lazikani, Bissan; Attard, Gerhardt; Bray, Freddie; Compérat, Eva; Eeles, Ros; Fatiregun, Omolara; Grist, Emily; Halabi, Susan; Haran, Áine; Herchenhorn, Daniel; Hofman, Michael S; Jalloh, Mohamed; Loeb, Stacy; MacNair, Archie; Mahal, Brandon; Mendes, Larissa; Moghul, Masood; Moore, Caroline; Morgans, Alicia; Morris, Michael; Murphy, Declan; Murthy, Vedang; Nguyen, Paul L; Padhani, Anwar; Parker, Charles; Rush, Hannah; Sculpher, Mark; Soule, Howard; Sydes, Matthew R; Tilki, Derya; Tunariu, Nina; Villanti, Paul; Xie, Li-Ping
PMID: 38583453
ISSN: 1474-547x
CID: 5738462

Readability and Information Quality in Cancer Information From a Free vs Paid Chatbot

Musheyev, David; Pan, Alexander; Gross, Preston; Kamyab, Daniel; Kaplinsky, Peter; Spivak, Mark; Bragg, Marie A; Loeb, Stacy; Kabarriti, Abdo E
IMPORTANCE/UNASSIGNED:The mainstream use of chatbots requires a thorough investigation of their readability and quality of information. OBJECTIVE/UNASSIGNED:To identify readability and quality differences in information between a free and paywalled chatbot cancer-related responses, and to explore if more precise prompting can mitigate any observed differences. DESIGN, SETTING, AND PARTICIPANTS/UNASSIGNED:This cross-sectional study compared readability and information quality of a chatbot's free vs paywalled responses with Google Trends' top 5 search queries associated with breast, lung, prostate, colorectal, and skin cancers from January 1, 2021, to January 1, 2023. Data were extracted from the search tracker, and responses were produced by free and paywalled ChatGPT. Data were analyzed from December 20, 2023, to January 15, 2024. EXPOSURES/UNASSIGNED:Free vs paywalled chatbot outputs with and without prompt: "Explain the following at a sixth grade reading level: [nonprompted input]." MAIN OUTCOMES AND MEASURES/UNASSIGNED:The primary outcome measured the readability of a chatbot's responses using Flesch Reading Ease scores (0 [graduate reading level] to 100 [easy fifth grade reading level]). Secondary outcomes included assessing consumer health information quality with the validated DISCERN instrument (overall score from 1 [low quality] to 5 [high quality]) for each response. Scores were compared between the 2 chatbot models with and without prompting. RESULTS/UNASSIGNED:This study evaluated 100 chatbot responses. Nonprompted free chatbot responses had lower readability (median [IQR] Flesh Reading ease scores, 52.60 [44.54-61.46]) than nonprompted paywalled chatbot responses (62.48 [54.83-68.40]) (P < .05). However, prompting the free chatbot to reword responses at a sixth grade reading level was associated with increased reading ease scores than the paywalled chatbot nonprompted responses (median [IQR], 71.55 [68.20-78.99]) (P < .001). Prompting was associated with increases in reading ease in both free (median [IQR], 71.55 [68.20-78.99]; P < .001)and paywalled versions (median [IQR], 75.64 [70.53-81.12]; P < .001). There was no significant difference in overall DISCERN scores between the chatbot models, with and without prompting. CONCLUSIONS AND RELEVANCE/UNASSIGNED:In this cross-sectional study, paying for the chatbot was found to provide easier-to-read responses, but prompting the free version of the chatbot was associated with increased response readability without changing information quality. Educating the public on how to prompt chatbots may help promote equitable access to health information.
PMCID:11282443
PMID: 39058491
ISSN: 2574-3805
CID: 5738662

Plant-based diet associated with better quality of life in prostate cancer survivors

Loeb, Stacy; Hua, Qi; Bauer, Scott R; Kenfield, Stacey A; Morgans, Alicia K; Chan, June M; Van Blarigan, Erin L; Shreves, Alaina H; Mucci, Lorelei A
BACKGROUND:Plant-based diets have many health benefits, including a lower risk of fatal prostate cancer, and greater environmental sustainability. However, less is known regarding the impact of plant-based diets on quality of life among individuals diagnosed with prostate cancer. The authors' objective was to examine the relationship between plant-based diet indices postdiagnosis with quality of life. METHODS:This prospective cohort study included 3505 participants in the Health Professionals Follow-Up Study (1986-2016) with nonmetastatic prostate cancer. Food-frequency questionnaires were used to calculate overall and healthful plant-based diet indices. Quality-of-life scores were calculated using the Expanded Prostate Cancer Index Composite. Generalized estimating equations were used to examine associations over time between plant-based diet indices and quality-of-life domains (sexual functioning, urinary irritation/obstruction, urinary incontinence, bowel functioning, hormonal/vitality), adjusted for demographics, oncologic history, body mass index, caloric intake, health-related behaviors, and comorbidities. RESULTS:The median age at prostate cancer diagnosis was 68 years; 48% of patients underwent radical prostatectomy, and 35% received radiation as primary therapy. The median time from diagnosis/treatment to first the quality-of-life questionnaire was 7.0 years. A higher plant-based diet index was associated with better scores for sexual function, urinary irritation/obstruction, urinary incontinence, and hormonal/vitality. Consuming more healthful plant-based foods was also associated with better sexual and bowel function, as well as urinary incontinence and hormonal/vitality scores in the age-adjusted analysis, but not in the multivariable analysis. CONCLUSIONS:This prospective study provides supportive evidence that greater consumption of healthful plant-based foods is associated with modestly higher scores in quality-of-life domains among patients with prostate cancer.
PMCID:11009061
PMID: 38348508
ISSN: 1097-0142
CID: 5738402

Engaging in Clinical Research and Practice Approaches that Reduce Environmental Impact

Loeb, Stacy
Telemedicine, virtual conferences, and reducing waste in the operating room are ways in which urologists can reduce their environmental impact in daily practice. Patient counseling should also consider advice that simultaneously promotes overall, urological, and planetary health, such as plant-based diets and active transport.
PMID: 38688768
ISSN: 2588-9311
CID: 5734172