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SURGICAL MANAGEMENT OF RARE TUMORS (Part 1)
Stetson, Alyssa , Saluja, Saurabh , Cameron, Danielle B. , Austin, Mary T. , Aldrink, Jennifer H. , Christison‐Lagay, Emily , Aldrink, Jennifer H , Christison-Lagay, Emily R , Mansfield, Sara A. , Polites, Stephanie F. , Honeyman, Joshua N. , Dahl, John P. , Austin, Mary T.

No container title available | July 27, 2024 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.22541/au.172207175.58871924/v1 Get It

With an annual cumulative occurrence of approximately 15,000 in North America, all childhood cancers are rare. Very rare cancers as defined by both the European Cooperative Study Group for Rare Pediatric Cancers (EXPeRT) and the Children’s Oncology Group (COG) fall into two principal categories: those so uncommon (fewer than 2 cases/million) that their study is challenging even through cooperative group efforts (e.g. pleuropulmonary blastoma, desmoplastic small round cell tumor) and those that are far more common in adults and therefore rarely studied in children (e.g. thyroid, melanoma, gastrointestinal stromal tumor). [1](#ref-0001) Treatment strategies for these latter tumors are typically based on adult guidelines, although the pediatric variants of these tumors may harbor different genetic signatures and demonstrate different behavior. If melanoma and differentiated thyroid cancer are excluded, other rare cancer types account for only 2% of the cancers in children aged 0 to 14.[1](#ref-0001) This article highlights several of the most common rare tumor types.
Managing the OR: Tools, resources and guidelines to effectively manage operative suites
Pederson, Michael D., Abildgaard, Andrew S., Caplan, Sherry M., Krings, Ginger H., Krosch, Tara C., Linder, Lindsay E., Loeffler, Stephanie A., Paul, Travis C., Bhandari, Pawan , Anil, Gokhan , Pederson, Michael D., Mueller, Jennifer L., Paul, Travis C.

Management in Healthcare: A Peer-Reviewed Journal | July 25, 2024 | Volume: 8 | Issue: 2 | Pages: 182

10.69554/edrv9615 Get It

As modern medicine offers novel surgical therapies for conditions simple and complex, the proper resource allocation of operating rooms, surgical staff and supporting services is becoming increasingly important for healthcare organisations. Surgical services are one of the most essential parts of any healthcare system, substantially influencing patient choice of healthcare services. These services are typically the centre for revenue but also impart considerable costs. Given the complexity of surgical schedule planning, expectations of high reliability and demand on resources, many healthcare organisations have resorted to using a static block schedule based on historic utilisation patterns. This is based on the dogma that surgical schedules are not predictable, surgical blocks are stable, and surgical yield has no direct correlation with outpatient schedules. Here we share our two-year experience with a Surgical Predictor Tool using our surgical practice management principles and the cost-effective use of these means to meet the needs of patients and our surgical staff in an integrated community health system.
Indications for cerebral revascularization for moyamoya syndrome in pediatric sickle cell disease determined by Delphi methodology
Robert, Adam , Adelson, P. David, Lang, Shih‐Shan , Grabb, Paul A. , Greene, Stephanie , Leonard, Jeffrey, Magge, Suresh N. , Marupudi, Neena I. , Sillero, Rafael de Oliveira , Smith, Edward R. , Smith, Jodi L. , Strahle, Jennifer M. , Vadivelu, Sudhakar , Wellons, John C. , Wrubel, David, Hatem, Asmaa, Moody, C, Han, Sabrina H. , Millican, Nicklaus , Dain, Aleksandra S. , Beslow, Lauren A. , Aldana, Philipp R. , Montaser, Alaa, Smith, Edward , Hanel, Ricardó A. , Johnston, James M. , Piatt, Joseph H. , Hatem, Asmaa, Montaser, Alaa S. , Pederson, John M.

Journal of Neurosurgery: Pediatrics | July 24, 2024 | Volume: 34 | Issue: 4 | Pages: 402-413

10.3171/2024.5.peds2426 | PMID 39029127 Get It

OBJECTIVE Cerebral revascularization surgery (CRS) has been used to prevent stroke in children with sickle cell disease (SCD) and cerebral vasculopathy (e.g., moyamoya syndrome). While results suggest that it may be an effective treatment, surgical indications have not been well defined. This study sought to determine indications for offering revascularization surgery in centers with established sickle cell programs in the US. METHODS Three sequential surveys utilizing the Delphi methodology were administered to neurosurgeons participating in the Stroke in Sickle Cell Revascularization Surgery study. Respondents were presented with clinical scenarios of patients with SCD and varying degrees of ischemic presentation and vasculopathy, and the group’s agreement to offer surgical revascularization was measured. Consensus was defined as ≥ 75% similar responses. RESULTS The response rate to all 3 surveys was 100%. Seventeen neurosurgeons from 16 different centers participated. The presence of moyamoya collaterals (MMCs) and arterial stenosis matching an ischemic distribution yielded the strongest recommendations to offer surgery. There was consensus to offer revascularization in the presence of MMCs and at least 50% arterial stenosis matching an ischemic distribution. In contrast, there was no consensus to offer revascularization with 50%–70% stenosis not matching an ischemic presentation in the absence of MMCs. The presence of the ivy sign in the distribution of the stenotic artery also contributed to the consensus to offer surgery in certain scenarios. CONCLUSIONS There were several clinical scenarios that attained consensus to offer surgery; the strongest was moderate to severe arterial stenosis that matched the distribution of ischemic presentation in the presence of MMCs. Radiological findings of decreased cerebral flow or perfusion also facilitated attaining consensus to offer surgery. The findings of this study reflect expert opinion about questions that deserve prospective clinical research. Determination of indications for CRS can guide clinical practice and aid the design of prospective studies.
A Randomized Comparison of Postprandial Glucose Excursion Using Inhaled Insulin Versus Rapid-Acting Analog Insulin in Adults With Type 1 Diabetes Using Multiple Daily Injections of Insulin or Automated Insulin Delivery
Hirsch, Irl B., Beck, Roy W. , Marak, Martin Chase , Calhoun, Peter , Mottalib, Adham , Salhin, Amna, Manessis, Anastasios , Bhargava, Anuj , Thorsell, Ashley, Atakov-Castillo, Astrid , Bode, Bruce W., Levister, Camilla, Donahue, Cassandra, Cordero, Christian, Beatson, Christie , Langel, Christine R., Jacobson, Christopher , Kurek, Corey, Cruse, Dana, Pickering, David, Tamarez, Denisa, Desjardins, Donna, O’Malley, Grenye , Aktürk, Halis Kaan , Diner, Jamie, Baran, Jesica D., Ruedy, Katrina J., Codorniz, Kevin , Klein, Klara R. , Castorino, Kristin , Jordan, L.F., Kipnes, Mark, Church, Mei Mei , Raskin, Philip, Nguyen, Quang T., Weinstock, Ruth S. , Rizvi, Shafaq, Bzdick, Suzan, Rodriguez, Tahereh Ghorbani, Salah, Tareq , Blevins, Thomas , Kudva, Yogish C. , Haider, Zehra, Group, INHALE-3 Study, Bode, Bruce W., Ownby, Jonathan G., Johnson, Joseph H., Ruiz, Adriana, Stephens, Nashia, Maxson, Amanda, Beatson, Christie, Mason, E E , Steenkamp, Devin W., Wolpert, Howard , Sullivan, Asya, Salhin, Amna, Copple, Tina, Beltran, Stephanie, Ryan, Terri, O’Malley, Grenye, Tamarez, Denisa, Ipek, Aslihan, Burke, Christine, Langel, Christine, Bauman, Shannon , Haight, Cristina, Bohr, A., Badri, Marwa Al, Nguyen, Loida, Cordero, Christian, Migliozzi, Brittney, Reid, Corey, Kaur, Ravinder Jeet , Livingood, Daine, Cruse, Dana, Kravarusic, Jelena, Coyne, Kasey, Herrmann, Stefanie, Fronczyk, Evelyn, McKillop, Lorcan, Hyatt, Jamie, Patruno, Maria, Shuirman, Maggie, Cobb, Brandon, Watt, Olivia, Casaubon, Luis, Espinosa, Valerie, Pandit, Keta, Perez, Jennifer, Armstrong, Chloe, Martinez-Arredondo, Maritza, Stewart, Ana, Rodriguez, Tahereh Ghorbani, Young, Laura , Kass, Alexander, Fulghum, Karla, Jordan, Lin, Shao, Baomei, Baran, Jesica, Mandava, Patali, Holod, Rosanna, Kaiserman, Kevin B. , Ulloa, Johanna, Pleitez, Jennifer, Sylvan, Joey, Badgett, Lynn, Borgman, Sarah, Frey, Sarah, Mba-Oduwusi, Nnenna, Miller, Paige , Fults, Ashleigh, Marak, Martin, Pritchard, Rosa, Dolzhenko, E. N. , Gabrielson, Deanna, Brown, Sue A. , Ahmann, Andrew , Bergenstal, Richard M. , Levy, Carol J , Steenkamp, Devin W , Aleppo, Grazia , Akturk, Halis K , Klein, Klara R , Castorino, Kristin , Church, Mei Mei , Hamdy, Osama , Weinstock, Ruth S , Salah, Tareq , Kudva, Yogish C. , Beck, Roy W , Calhoun, Peter , Coviello, Andrea D. , Bode, Bruce W., Levy, Carol J. , Donahue, Cassandra, Aleppo, Grazia , Buse, John B. , Nguyen, Quang T., Lee, Scott Jeffery , Group, INHALE-3 Study, Bode, Bruce W., Beatson, Christie, Mason, Emma, Steenkamp, Devin W., Salhin, Amna, O’Malley, Grenye, Bauman, Shannon, Dhaver, Shilton , Nguyen, Quang T., Cordero, Christian, Cruse, Dana, Johnson, Olivia, Rodriguez, Tahereh Ghorbani, Miller, Paige, McCarthy, Chris

Diabetes Care | July 23, 2024 | Volume: 47 | Issue: 9 | Pages: 1682-1687

10.2337/dc24-0838 | PMID 39042575 Get It

OBJECTIVE To compare postprandial glucose excursions following a bolus with inhaled technosphere insulin (TI) or subcutaneous rapid-acting analog (RAA) insulin. RESEARCH DESIGN AND METHODS A meal challenge was completed by 122 adults with type 1 diabetes who were using multiple daily injections (MDI), a nonautomated pump, or automated insulin delivery (AID) and who were randomized to bolus with their usual RAA insulin (n = 61) or TI (n = 61). RESULTS The primary outcome, the treatment group difference in area under the curve for glucose >180 mg/dL over 2 h, was less with TI versus RAA (adjusted difference −12 mg/dL, 95% CI −22 to −2, P = 0.02). With TI, the glucose excursion was smaller (P = 0.01), peak glucose lower (P = 0.01), and time to peak glucose shorter (P = 0.006). Blood glucose <70 mg/dL occurred in one participant in each group. CONCLUSIONS Postmeal glucose excursion was smaller with TI than with RAA insulin in a cohort that included both AID and MDI users.
Resolving the 22q11.2 deletion using CTLR-Seq reveals chromosomal rearrangement mechanisms and individual variance in breakpoints
Zhou, Bo , Purmann, Carolin , Guo, Hanmin , Huang, Yi‐Ling , Meng, Qingxi , Greer, Stephanie , Wood, Raegan N., Ho, Marcus , Dohna, Heinrich zu , Abyzov, Alexej , Hallmayer, Joachim , Wong, Wing Hung , Ji, Hanlee P. , Urban, Alexander E. , Roychowdhury, Tanmoy , Wong, Wing H , Ji, Hanlee P , Zhou, Bo , Abyzov, Alexej , Shin, Gi Won , Pattni, Reenal

Proceedings of the National Academy of Sciences | July 23, 2024 | Volume: 121 | Issue: 31 | Pages: No page available

10.1073/pnas.2322834121 | PMID 39042694 Get It

We developed a generally applicable method, CRISPR/Cas9-targeted long-read sequencing (CTLR-Seq), to resolve, haplotype-specifically, the large and complex regions in the human genome that had been previously impenetrable to sequencing analysis, such as large segmental duplications (SegDups) and their associated genome rearrangements. CTLR-Seq combines in vitro Cas9-mediated cutting of the genome and pulse-field gel electrophoresis to isolate intact large (i.e., up to 2,000 kb) genomic regions that encompass previously unresolvable genomic sequences. These targets are then sequenced (amplification-free) at high on-target coverage using long-read sequencing, allowing for their complete sequence assembly. We applied CTLR-Seq to the SegDup-mediated rearrangements that constitute the boundaries of, and give rise to, the 22q11.2 Deletion Syndrome (22q11DS), the most common human microdeletion disorder. We then performed de novo assembly to resolve, at base-pair resolution, the full sequence rearrangements and exact chromosomal breakpoints of 22q11.2DS (including all common subtypes). Across multiple patients, we found a high degree of variability for both the rearranged SegDup sequences and the exact chromosomal breakpoint locations, which coincide with various transposons within the 22q11.2 SegDups, suggesting that 22q11DS can be driven by transposon-mediated genome recombination. Guided by CTLR-Seq results from two 22q11DS patients, we performed three-dimensional chromosomal folding analysis for the 22q11.2 SegDups from patient-derived neurons and astrocytes and found chromosome interactions anchored within the SegDups to be both cell type-specific and patient-specific. Lastly, we demonstrated that CTLR-Seq enables cell-type specific analysis of DNA methylation patterns within the deletion haplotype of 22q11DS.
The Outcomes of Surgical Pulmonary Embolectomy for Pulmonary Embolism: A Meta-Analysis
Rahouma, Mohamed , Al-Thani, Shaikha, Salem, Haitham , Mahmoud, Alzahraa, Khairallah, Sherif , Shenouda, David, Sultan, Batool, Khalil, Leen A. , Alomari, Mohammad , Ali, Mostafa, Makey, Ian A. , Haney, John C. , Mick, Stephanie, Ahmed, Magdy M. El‐Sayed , Khalil, Laila , Haney, John , Rahouma, Mohammed

Journal of Clinical Medicine | July 12, 2024 | Volume: 13 | Issue: 14 | Pages: 4076

10.3390/jcm13144076 | PMID 39064116 Get It

Objectives: The purpose of this study is to assess the efficacy, short- and long-term cardiovascular and non-cardiovascular mortalities and postoperative morbidities of surgical pulmonary embolectomy (SPE) for patients with massive or submassive pulmonary embolism. Methods: A comprehensive literature review was performed to identify articles reporting SPE for pulmonary embolism. The outcomes included in-hospital and long-term mortality in addition to postoperative morbidities. The random effect inverse variance method was used. Cumulative meta-analysis, leave-one-out sensitivity analysis, subgroup analysis and meta-regression were performed. Results: Among the 1949 searched studies in our systematic literature search, 78 studies met our inclusion criteria, including 6859 cases. The mean age ranged from 42 to 65 years. The percentage of males ranged from 25.6% to 86.7%. The median rate of preoperative cardiac arrest was 27.6%. The percentage of contraindications to preoperative systemic thrombolysis was 30.4%. The preoperative systemic thrombolysis use was 11.5%. The in-hospital mortality was estimated to be 21.96% (95% CI: 19.21–24.98); in-hospital mortality from direct cardiovascular causes was estimated to be 16.05% (95% CI: 12.95–19.73). With a weighted median follow-up of 3.05 years, the late cardiovascular and non-cardiovascular mortality incidence rates were 0.39 and 0.90 per person-year, respectively. The incidence of pulmonary bleeding, gastrointestinal bleeding, surgical site bleeding, non-surgical site bleeding and wound complications was 0.62%, 4.70%, 4.84%, 5.80% and 7.2%, respectively. Cumulative meta-analysis showed a decline in hospital mortality for SPE from 42.86% in 1965 to 20.56% in 2024. Meta-regression revealed that the publication year and male sex were associated with lower in-hospital mortality, while preoperative cardiac arrest, the need for inotropes or vasopressors and preoperative mechanical ventilation were associated with higher in-hospital mortality. Conclusions: This study demonstrates acceptable perioperative mortality rates and late cardiovascular and non-cardiovascular mortality in patients who undergo SPE for massive or submassive pulmonary embolism.
Features of Importance in Nasal Endoscopy: Deriving a Meaningful Framework
Babahaji, Layla M., Ganeshan, Vinayak , Nguyen, Thinh S., Ahmed, Omar G. , Barton, Blair M. , Halawi, Akaber, Joe, Stephanie, Marino, Michael J. , Patel, Zara M. , Rangarajan, Sanjeet V., Riley, Charles A. , Roxbury, Christopher R. , Tabaee, Abtin, Tang, Dennis M. , Wu, Arthur W. , Yim, Michael , Bidwell, Jonathan, Riley, Charles A. , McCoul, Edward D , Patel, Zara , Wu, Arthur W , Chandra, Rakesh Kumar , Chen, Philip G. , Gudis, David A. , Higgins, Thomas S , Kuan, Edward C , Ramakrishnan, Vijay R , McCoul, Edward D.

Otolaryngology–Head and Neck Surgery | July 5, 2024 | Volume: 171 | Issue: 4 | Pages: 1052-1061

10.1002/ohn.889 | PMID 38967295 Get It

AbstractObjectiveCritical components of the nasal endoscopic examination have not been definitively established for either the normal examination or for clinical disorders. This study aimed to identify concordance among rhinologists regarding the importance of examination findings for various nasal pathologies.Study DesignA consortium of 19 expert rhinologists across the United States was asked to rank the importance of findings on nasal endoscopy for 5 different sinonasal symptom presentations.SettingAn online questionnaire was distributed in July 2023.MethodsThe questionnaire utilized JotForm® software and featured 5 cases with a set of 4 identical questions per case, each covering a common indication for nasal endoscopy. Rankings were synthesized into Normalized Attention Scores (NASs) and Weighted Normalized Attention Scores (W‐NASs) to represent the perceived importance of each feature, scaled from 0 to 1.ResultsGeneral concordance was found for examination findings on nasal endoscopy within each case. The perceived features of importance differed between cases based on clinical presentation. For instance, in evaluating postnasal drip, the middle meatus was selected as the most important structure to examine (NAS, 0.73), with mucus selected as the most important abnormal finding (W‐NAS, 0.66). The primary feature of interest for mucus was whether it was purulent or not (W‐NAS, 0.67). Similar analyses were performed for features in each case.ConclusionThe implicit framework existing among rhinologists may help standardize examinations and improve diagnostic accuracy, augment the instruction of trainees, and inform the development of artificially intelligent algorithms to enhance clinical decision‐making during nasal endoscopy.
Alliance EAY191-A6: FOLFOX in combination with binimetinib as second-line therapy for patients with advanced biliary tract cancers (BTCs) with MAPK pathway alterations: A ComboMATCH treatment trial.
Shergill, Ardaman , Liao, Chih-Yi, Baghdadi, Tareq Al, Feldman, Diane, Shroff, Rachna T. , Baghdadi, Tareq Al , Liao, Chih‐Yi , Elsaid, Mohamed I , Ji, Yan , Feldman, Diane, George, Suzanne , O’Reilly, Eileen M. , Meyerhardt, Jeffrey A. , Berg, Stephanie , Schwartz, Gary K. , Münster, Pamela N. , Bekaii‐Saab, Tanios , Abou‐Alfa, Ghassan K. , Shapiro, Geoffrey I.

Journal of Clinical Oncology | July 3, 2024 | Volume: 42 | Issue: 16_suppl | Pages: TPS4196-TPS4196

10.1200/jco.2024.42.16_suppl.tps4196 Get It

TPS4196 Background: Advanced BTC patients have poor prognosis. Up to 40% of BTCs have KRAS mutations and are associated with worse overall survival (OS). With a median OS of 7.7 months in KRAS wild-type compared to 1.7 months in KRAS mutated disease, these alterations are independent poor prognostic factors in BTC. Gemcitabine and cisplatin (GC) with or without immunotherapy are often used as 1st-line therapies. However, there is a lack of data on best 2nd-line regimens. mFOLFOX6 (5-fluorouracil [5-FU], leucovorin [LV], oxaliplatin) or liposomal irinotecan+5-FU+LV are options when no biomarkers are found (e.g., MSI-H, BRAFV600E, FGFR-fusions, IDH1-mutation, HER2-overexpression). Prior studies do not demonstrate benefit with MEK inhibitors (MEKi), but none of the studies had biomarker selection. Pre-clinical studies in BTC cell lines suggest synergy between MEKi and 5-FU. Thymidylate synthase (TS )levels induced by 5-FU are downregulated by addition of binimetinib. Early clinical studies show safety and tolerance of this combination. In this study, we will evaluate if the combination of mFOLFOX6+binimetinib improves OS for patients with BTC and MAPK mutations compared to mFOLFOX6 alone in 2nd-line therapy. Methods: EAY191-A6 is a treatment study arm of the NCI ComboMATCH master registration trial EAY191. The A6 trial has a randomized phase II design, enrolling a maximum of 66 patients. Patients with any MAPK pathway mutations except those with available therapies will be eligible. Patient must first enroll to the EAY191 master trial. Local molecular results may be used for enrollment. Submission of tissue at baseline is mandatory. Eligible patients will be randomized 1:1 to mFOLFOX6 vs mFOLFOX6 + binimetinib (45 mg oral twice a day every 14 days). Stratification factors include location and stage of disease. Primary efficacy analysis will compare OS in the intent-to-treat population. If the observed hazard ratio (HR) of experimental arm vs standard of care is < 0.545 (corresponding to an observed increase in OS by 5 months or longer), experimental treatment will be considered superior. An interim futility analysis at 50% of expected events will be conducted. If the observed HR is ≥ 1, experimental treatment will not be considered superior, and accrual maybe suspended. Secondary endpoints include progression-free survival, objective response rate, duration of response, disease control rate and toxicity of treatments. Exploratory objectives include prognostic modeling, correlations of genomic alterations with response or resistance and use of machine learning for outcome prediction. This study is active and open to accrual. Clinical trial information: NCT05564403 .
Enrichment of somatic mosaic states involving DNA damage response and repair genes in patients treated with 177Lutetium.
Kusne, Yael , Pritzl, Stephanie , Finke, Christy M. , Hobday, Timothy J. , Starr, Jason S. , Orme, Jacob J. , Patnaik, Mrinal M. , Mosalem, Osama , Lasho, Terra L. , Bekaii‐Saab, Tanios , Hálfdánarson, Þorvarður R. , Sonbol, Mohamad Bassam , Childs, Daniel S. , Sartor, Oliver

Journal of Clinical Oncology | July 2, 2024 | Volume: 42 | Issue: 16_suppl | Pages: 3020-3020

10.1200/jco.2024.42.16_suppl.3020 Get It

3020 Background: Radioligand therapy (RLT) use has been increasing with the approval of 177Lu-Dotatate for metastatic neuroendocrine tumors (NET) & 177Lu-PSMA-617 for metastatic castration resistant prostate cancer (mCRPC). Therapy-related myeloid neoplasms [tMN, including myelodysplastic syndrome (MDS) & acute myeloid leukemia, (AML)] have been reported after 177Lutetium (177Lu) for NET with rates of 2-20% & median time from first 177Lu to tMN of 2.8yrs [4-12]. Clonal hematopoiesis (CH) is a risk factor for tMN, with the spectrum of CH depending on selection pressures. To describe the prevalence of therapy selected CH & tMN, we performed a retrospective analysis of patients (pts) who had a bone marrow biopsy (BMB) post-177Lu. Methods: After IRB approval, we queried the electronic health record for pts with BMB post-177Lu. Pt demographics, treatment history, labs & BMB results were collected. Results: Fifty-seven pts met criteria, 41 (72%) with NET & 16 (28%) with mCRPC. . Median age at BMB was 68yrs (range, 28-85). Of the 57pts, prior treatments included: radiation (RT) in 21 (37%), temozolomide in 14 (25%), taxane in 15 (26%), & platinum agents in 10 (18%). The median number of 177Lu cycles was 4 (range, 1-11).Cytogenetics were available in 84% (n = 48) & were normal in 60% (n = 29). Of those with abnormal cytogenetics (n = 18, 38%), the most common abnormalities involved chromosome (chr) 7 (n = 12, 26%), chr 5 (n = 7, 15%), chr 20 (n = 5, 11%) and complex karyotypes in 7 (15%), with 3 (17%) of these patients having no mutations. Diagnoses were assessable in 49 (86%) pts: 15 (31%) with undefined cytopeniasand 16 (33%) with tMDS. Metastatic carcinoma was identified in 17 Fifty-one percent (n = 29), at a median of 0.5yrs (range, 0.04-2.6) after hematologic diagnosis. Conclusions: The enrichment of CH involving the DDR pathway in recipients of 177Lu underscores the impact of RLT on bone marrow progenitors.
Applications of Artificial Intelligence in Prostate Cancer Care: A Path to Enhanced Efficiency and Outcomes
Harmon, Stephanie A. , Naqvi, Syed Arsalan Ahmed , Cheng, Liang , Riaz, Irbaz Bin , Cheng, Liang , Chen, Zhijun

American Society of Clinical Oncology Educational Book | June 27, 2024 | Volume: 44 | Issue: 3 | Pages: No page available

10.1200/edbk_438516 | PMID 38935882 Get It

The landscape of prostate cancer care has rapidly evolved. We have transitioned from the use of conventional imaging, radical surgeries, and single-agent androgen deprivation therapy to an era of advanced imaging, precision diagnostics, genomics, and targeted treatment options. Concurrently, the emergence of large language models (LLMs) has dramatically transformed the paradigm for artificial intelligence (AI). This convergence of advancements in prostate cancer management and AI provides a compelling rationale to comprehensively review the current state of AI applications in prostate cancer care. Here, we review the advancements in AI-driven applications across the continuum of the journey of a patient with prostate cancer from early interception to survivorship care. We subsequently discuss the role of AI in prostate cancer drug discovery, clinical trials, and clinical practice guidelines. In the localized disease setting, deep learning models demonstrated impressive performance in detecting and grading prostate cancer using imaging and pathology data. For biochemically recurrent diseases, machine learning approaches are being tested for improved risk stratification and treatment decisions. In advanced prostate cancer, deep learning can potentially improve prognostication and assist in clinical decision making. Furthermore, LLMs are poised to revolutionize information summarization and extraction, clinical trial design and operations, drug development, evidence synthesis, and clinical practice guidelines. Synergistic integration of multimodal data integration and human-AI integration are emerging as a key strategy to unlock the full potential of AI in prostate cancer care.