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Uptake of KRAS Testing and Anti-EGFR Antibody Use for Colorectal Cancer in the VA

Becker, Daniel J; Lee, Kyung M; Lee, Steve Y; Lynch, Kristine E; Makarov, Danil V; Sherman, Scott E; Morrissey, Christy D; Kelley, Michael J; Lynch, Julie A
Advances in precision oncology, including RAS testing to predict response to epidermal growth factor receptor monoclonal antibodies (EGFR mAbs) in colorectal cancer (CRC), can extend patients' lives. We evaluated uptake and clinical use of KRAS molecular testing, guideline recommended since 2010, in the Veterans Affairs Healthcare System (VA).
PMCID:8232805
PMID: 34250412
ISSN: 2473-4284
CID: 5116102

Significant Management Variability of Urethral stricture Disease in United States: Data from the AUA Quality (AQUA) Registry

Cohen, Andrew J; Agochukwu-Mmonu, Nnenaya; Makarov, Danil V; Meeks, William; Murphy, John; Fang, Raymond; Cooperberg, Matthew R; Breyer, Benjamin N
OBJECTIVE:To determine the degree of contemporary practice variation for the treatment of urethral stricture disease (USD) given repeated endoscopic management yields poor long-term success. MATERIALS AND METHODS/METHODS:The AUA Quality (AQUA) Registry collects data from participating urologists across practice settings by direct interface with local electronic health record systems. We identified procedures used for USD using Current Procedural Terminology (CPT) and International Statistical Classification of Diseases (ICD-9/-10) codes. We assessed the association between patient and provider factors and repeated endoscopic treatment using generalized linear models. Provider details were derived from AUA Census. RESULTS:We identified 20,640 male patients with USD treated surgically in AQUA from 2014-2018. The patients were cared for by 1343 providers at 171 practices, 95% of these community-based. Among patients with USD who had treatment, 20,101(97.9%) underwent endoscopic management. 6218(31%) underwent repeated endoscopic treatment during the study period. Urethroplasty was performed in 539(2.6%) patients.  Median patient age at first procedure for endoscopic surgery vs. urethroplasty was 73 vs. 39 years old, respectively (p<0.001). At the practice level, significant variation in rates of repeated endoscopic management was noted. Patients of older age (OR=1.08, 95%CI: 1.06-1.11 for ages ≥80) and patients with a bladder cancer diagnosis (OR=1.17, 95%CI: 1.15-1.20) had higher odds of receiving repeated endoscopic management. Increasing practitioner age was also associated with increased odds of repeated endoscopic management. (OR=1.13, 95%CI: 1.11- 1.16, for practitioners ≥64). CONCLUSIONS:Repeated endoscopic management for USD is overused. The utilization of endoscopic management is variable across practices and frequently guideline-discordant, presenting an opportunity for quality improvement.
PMID: 32777368
ISSN: 1527-9995
CID: 4554832

A Clinical Reminder Order Check (CROC) Intervention to Improve Guideline-Concordant Imaging Practices for men with Prostate Cancer: A Pilot Study

Ciprut, Shannon E; Kelly, Matthew D; Walter, Dawn; Hoffman, Renee; Becker, Daniel J; Loeb, Stacy; Sedlander, Erica; Tenner, Craig T; Sherman, Scott E; Zeliadt, Steven B; Makarov, Danil V
OBJECTIVE:To understand how to potentially improve inappropriate prostate cancer imaging rates we used National Comprehensive Cancer Network's (NCCN) guidelines to design and implement a Clinical Reminder Order Check (CROC) that alerts ordering providers of potentially inappropriate imaging orders in real-time based on patient features of men diagnosed with low-risk prostate cancer. METHODS:We implemented the CROC at VA New York Harbor Healthcare System (VANYHHS) from April 2, 2015 to November 15, 2017. We then used VA administrative claims from the VA's Corporate Data Warehouse to analyze imaging rates among men with low-risk prostate cancer at VHANYHHS before and after CROC implementation. We also collected and cataloged provider responses in response to overriding the CROC in qualitative analysis. RESULTS:57% (117/205) of Veterans before CROC installation and 73% (61/83) of Veterans post-intervention with low-risk prostate cancer received guideline-concordant care. CONCLUSION/CONCLUSIONS:While the decrease in inappropriate imaging during our study window was almost certainly due to many factors, a CPRS-based CROC intervention is likely associated with at least moderate improvement in guideline-concordant imaging practices for Veterans with low-risk prostate cancer.
PMID: 32721517
ISSN: 1527-9995
CID: 4540602

AUTHOR REPLY

Ciprut, Shannon E; Kelly, Matthew D; Walter, Dawn; Makarov, Danil V
PMID: 33167169
ISSN: 1527-9995
CID: 4665822

Knowledge and practice regarding prostate cancer germline testing among urologists: Gaps to address for optimal implementation✰,✰✰

Loeb, Stacy; Byrne, Nataliya; Walter, Dawn; Makarov, Danil V; Wise, David R; Becker, Daniel; Giri, Veda N
BACKGROUND:Germline testing is recommended for all men with metastatic prostate cancer (PCa), and for some with localized PCa meeting specific histologic or family history criteria. Germline genetic evaluation has important implications for PCa prognosis and management, as well as implications for family members and cancer screening. Despite the importance of germline evaluation, its utilization in urologic practice is unknown. MATERIALS AND METHODS/METHODS:We conducted a 32-item survey of U.S. urologists to examine knowledge of germline testing guidelines and practice patterns. It was shared through email to 6 American Urological Association sections, the Veterans Affairs Urology Mailgroup, and social media. RESULTS:Among 132 total respondents from diverse practice settings across the U.S., 12% perform germline testing, 44% refer to a genetic counselor, 11% do both, and 33% do not test/refer. Only 4% had formal education in genetics. While 98% ask about PCa family history, only 76% and 52% ask about breast and ovarian cancer. When presented with hypothetical case scenarios where germline testing is indicated, many respondents indicated they would not offer genetic counseling or testing. Younger age (p = 0,03), academic practice (p = 0.04), and specializing in PCa/oncology (p = 0.007) were significantly associated with performing or referring for germline testing. Specializing in PCa/oncology was significantly associated with recommending germline testing for all case scenarios involving metastatic PCa (p = 0.0009) CONCLUSION: Our results suggest significant gaps in knowledge of germline testing and alignment of practice with national guidelines among urologists. Germline testing education and facilitation of genetic evaluation in urologic practice is warranted.
PMID: 33091732
ISSN: 2468-2942
CID: 4660982

Life expectancy estimates for patients diagnosed with prostate cancer in the Veterans Health Administration

Sohlberg, Ericka M; Thomas, I-Chun; Yang, Jaden; Kapphahn, Kristopher; Daskivich, Timothy J; Skolarus, Ted A; Shelton, Jeremy B; Makarov, Danil V; Bergman, Jonathan; Bang, Christine Ko; Goldstein, Mary K; Wagner, Todd H; Brooks, James D; Desai, Manisha; Leppert, John T
PURPOSE/OBJECTIVE:Accurate life expectancy estimates are required to inform prostate cancer treatment decisions. However, few models are specific to the population served or easily implemented in a clinical setting. We sought to create life expectancy estimates specific to Veterans diagnosed with prostate cancer. MATERIALS AND METHODS/METHODS:Using national Veterans Health Administration electronic health records, we identified Veterans diagnosed with prostate cancer between 2000 and 2015. We abstracted demographics, comorbidities, oncologic staging, and treatment information. We fit Cox Proportional Hazards models to determine the impact of age, comorbidity, cancer risk, and race on survival. We stratified life expectancy estimates by age, comorbidity and cancer stage. RESULTS:Our analytic cohort included 145,678 patients. Survival modeling demonstrated the importance of age and comorbidity across all cancer risk categories. Life expectancy estimates generated from age and comorbidity data were predictive of overall survival (C-index 0.676, 95% CI 0.674-0.679) and visualized using Kaplan-Meier plots and heatmaps stratified by age and comorbidity. Separate life expectancy estimates were generated for patients with localized or advanced disease. These life expectancy estimates calibrate well across prostate cancer risk categories. CONCLUSIONS:Life expectancy estimates are essential to providing patient-centered prostate cancer care. We developed accessible life expectancy estimation tools for Veterans diagnosed with prostate cancer that can be used in routine clinical practice to inform medical-decision making.
PMID: 32674954
ISSN: 1873-2496
CID: 4539142

Patient Perspectives on the Implementation of Risk-Aligned Bladder Cancer Surveillance: Systematic Evaluation Using the Tailored Implementation for Chronic Diseases Framework

Schroeck, Florian R; St Ivany, Amanda; Lowrance, William; Makarov, Danil V; Goodney, Philip P; Zubkoff, Lisa
PURPOSE/UNASSIGNED:Many patients living with bladder cancer do not undergo surveillance that is aligned with their risk for recurrence or progression, which exposes them to unnecessary risk and burden of procedures. To implement risk-aligned surveillance as recommended by multiple guidelines, we need to understand patient-, provider-, and system-level factors contributing to the delivery of risk-aligned surveillance. In this study, we sought to systematically assess patient-level factors. PARTICIPANTS AND METHODS/UNASSIGNED:not aligned with cancer risk). Interview transcripts were analyzed using a priori codes from the Tailored Implementation for Chronic Diseases framework. Quantitative and qualitative data were integrated by cross-tabulating determinants across risk and surveillance categories. RESULTS/UNASSIGNED:Participants included seven low-risk and 15 high-risk patients; 10 underwent risk-aligned surveillance and 12 did not. In mixed-methods analyses, perception of risk appropriately differed by risk but not by surveillance category. Participants understood the recommended surveillance schedule according to their risk category. Participants emphatically expressed that adhering to providers' recommendations is prudent; intentions to adhere did not vary across risk and surveillance categories. CONCLUSION/UNASSIGNED:Participants intended to adhere to providers' recommendations and strongly endorsed the importance of adherence. These findings suggest implementation strategies to improve risk-aligned surveillance may be most effective when targeting provider- and system-level factors rather than patient-level factors.
PMID: 32119595
ISSN: 2688-1535
CID: 4563562

Exploring Variation in the Use of Conservative Management for Low-risk Prostate Cancer in the Veterans Affairs Healthcare System

Loeb, Stacy; Byrne, Nataliya K; Wang, Binhuan; Makarov, Danil V; Becker, Daniel; Wise, David R; Lepor, Herbert; Walter, Dawn
Current guidelines recommend conservative management as the preferred option for most low-risk prostate cancer cases, with certain possible exceptions (age <55yr, African Americans, and high-volume grade group 1). Although previous studies have documented substantial heterogeneity in the uptake of conservative management, less is known about the underlying reason for this variation and whether it is due to guideline-concordant factors (age, race, and biopsy cancer volume). We explored variation in the use of conservative management for low-risk prostate cancer among 20 597 men diagnosed in the US Veterans Affairs health care system from 2010 to 2016. Conservative management increased substantially over this time from 51% to 76% (p< 0.001). However, there was substantial variation by facility (35-100%). Multivariable analysis revealed that patient factors included in the guidelines (e.g., age and biopsy cores), other patient factors (eg, marital status and PSA) and non-patient factors (eg, geographic region, case volume, year) were associated with conservative management use. In conclusion, even within an integrated health care system, there remains significant heterogeneity in the uptake of conservative management for low-risk prostate cancer. Both guideline-concordant factors and other factors not discussed in the guidelines were associated with conservative management use. PATIENT SUMMARY: In the US Veterans Affairs health care system the vast majority of men with low-risk prostate cancer were managed conservatively by 2016, although there was significant variation by facility. Patient factors specifically mentioned in guidelines had the greatest impact on prediction of conservative management.
PMID: 32098730
ISSN: 1873-7560
CID: 4323382

Geographic-Level Association of Contemporary Changes in Localized and Metastatic Prostate Cancer Incidence in the Era of Decreasing PSA Screening

Yang, Daniel X; Makarov, Danil V; Gross, Cary P; Yu, James B
Decreased prostate-specific antigen screening since 2008 has generated much concern, including report of recent increase in metastatic prostate cancer incidence among older men. Although increased metastatic disease was temporally proceeded by decreased screening and decreased localized prostate cancer at diagnosis, it is unclear whether the 2 trends are geographically connected. We therefore used the National Cancer Institute Surveillance, Epidemiology, and End Results (SEER) database to assess geographic-specific associations between changes in localized (2008-2011) and later changes in metastatic prostate cancer incidence (2012-2015). We examined trends from 200 health-care service areas (HSAs) within SEER 18 registries. While on average for each HSA, localized incidence decreased by 27.4 and metastatic incidence increased by 2.3 per 100 000 men per year, individual HSA-level changes in localized incidence did not correlate with later changes in metastatic disease. Decreased detection of localized disease may not fully explain the recent increase in metastatic disease at diagnosis.
PMID: 32003227
ISSN: 1526-2359
CID: 4294422

Artificial Intelligence Outperforms Clinical Judgment in Triage for Postoperative ICU Care: Prospective Preliminary Results [Meeting Abstract]

Carrano, F M; Wang, B; Sherman, S E; Makarov, D V; Berman, R S; Newman, E; Pachter, H L; Melis, M
Introduction: The decision of admitting a stable patient to the ICU after major operation currently relies on clinical judgment and local hospital policies. We programmed an artificial intelligence (AI) to determine the appropriate level of care after major operation and compared its performance with clinician's judgement.
Method(s): ICU admission was deemed "appropriate" when at least 1 of 15 criteria (eg re-intubation, prolonged hypotension, new-onset arrhythmia) was observed. Using Institutional data (512 patients, 87 clinical variables), we programmed an AI to predict when ICU admission would have been appropriate. We prospectively evaluated whether surgeon, anesthesiologist, intensivist, or AI was the most accurate predictor in determining appropriateness of ICU admissions across 50 patients undergoing major surgery (general, vascular, urological). Accuracy of predictions was compared using receiver operating characteristic curve analysis.
Result(s): ICU care was appropriate (at least 1 of 15 objective criteria met) in 9 of 50 patients. Artificial intelligence correctly triaged to the appropriate level of care 82% of patients (surgeon 70%, anesthesiologist 58%, intensivist 64%). Receiver operating characteristic curve analysis revealed that AI's triage was the most accurate (area under the curve [AUC] 0.82), followed by anesthesiologist's (AUC 0.70), intensivist's (AUC 0.69), and surgeon's (AUC 0.60). Overall, clinicians leaned toward over-triaging patients to the ICU (Table).
Conclusion(s): Our study provides the first evidence that AI can have a role in supporting clinical decisions on postoperative triage. In the future, more sophisticated platforms can become integrated in daily clinical practice. [Figure presented]
Copyright
EMBASE:2002921787
ISSN: 1072-7515
CID: 4109102