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McWilliams, Robert R.

https://orcid.org/0000-0002-8199-5040

Mayo Clinic

OSF HealthCare

Citations 187

Reduction of soluble PD-L1 by plasma exchange and radiation therapy in patients with refractory melanoma re-sensitizes to immunotherapy.
Orme, Jacob J. , Lingamaneni, Prashanth, Lavoie, Roxane R. , Hirdler, Jacob, Bering, Elizabeth A., Gicobi, Joanina K. , Hsu, Michelle A. , Dale, Heather, Kottschade, Lisa A. , Block, Matthew S. , Markovic, Svetomir, Olivier, Ken, Owen, Dawn , Dronca, Roxana , Packard, Annie T. , Zhang, Henan , Kim, Yohan , Dorr, Maddy, Dizona, Paul, Hirdler, Jacob B. , Hsu, Michelle, Dale, Heather, Childs, Daniel S. , McWilliams, Robert R. , Mansfield, Aaron S. , Markovic, Svetomir N. , Lester, Scott C. , Daniel, J. , Dong, Haidong , Lucien, Fabrice , Winters, Jeffrey L. , Park, Sean S.

No container title available | October 30, 2024 | Volume: No volume available | Issue: No issue available | Pages: No page available

10.21203/rs.3.rs-4542220/v1 Get It

Abstract Introduction: Immune checkpoint inhibitors (ICI) are an essential systemic therapy for advanced melanoma. However, most melanomas develop resistance to ICI. Tumor-derived soluble PD-L1 (sPD-L1) and other soluble immunosuppressive factors drive checkpoint inhibitor resistance and correlate with inferior survival. We previously showed that therapeutic plasma exchange (TPE) removes sPD-L1 from circulation. Thus, we hypothesized that TPE-mediated removal of sPD-L1 and other immunosuppressive factors could overcome immunotherapy resistance in refractory melanoma. Methods: In this clinical trial (NCT04581382), we prospectively enrolled eighteen (18) patients with widely metastatic melanoma with progression despite anti-PD-1 ICI and elevated sPD-L1 by ELISA (≥1.7ng/mL). Each patient received radiotherapy to between one and three metastatic lesions (at least two unirradiated lesions) followed by three TPE sessions on consecutive days and re-challenge with checkpoint inhibitor. The primary safety and efficacy endpoints of the study were adverse events (AEs) and sPD-L1 reduction by TPE, respectively. Secondary endpoints included RECIST-based response in unirradiated lesions and overall survival. Correlative studies included kinetics of sPD-L1 and soluble immonsuppressive factors and dynamics of peripheral immune cell phenotypes. Results: Mean age was 62 (SD 13) and seven of eighteen (39%) were female. Mean baseline sPD-L1 was 26.31 ng/mL (40.01). The treatment was well-tolerated with one (6%) patient with grade 3 and 4 adverse events from a central line infection after TPE. Levels of sPD-L1 were significantly reduced by TPE (mean 80.2% reduction, p<0.0001). Two patients (11.1%) experienced complete response (CR), one (5.6%) partial response, three (16.7%) stable disease, and 12 (66.7%) progressive disease. In one case, immunotherapy was discontinued after two years due to no detectable lesions. Changes in tumor-reactive (TTR) GZMB+/CX3CR1+/CD11ahigh and other peripheral immune cell populations predicted overall survival in this cohort. In addition to sPD-L1, other soluble mediators of ICI resistance were also reduced by TPE and predicted overall survival in this cohort. Summary/Conclusion: sPD-L1 and other soluble immunoregulatory signaling molecules are important mediators of ICI resistance. SBRT and TPE can resensitize ICI-refractory melanoma by removing these factors. Patients with persistently elevated or rapid rebound of sPD-L1 following TPE experienced poor response and overall survival. Serial monitoring of sPD-L1 may predict response to ICI and multiple courses of TPE may be necessary. Our findings may apply in other ICI-resistant cancers with elevated sPD-L1. ClinicalTrials.gov registration: NCT04581382, ReCIPE-M1 (Rescuing Cancer Immunotherapy with Plasma Exchange in Melanoma 1).
Real-world evidence on efficacy and toxicity of targeted therapy in older melanoma patients treated in a tertiary-hospital setting
Kottschade, Lisa A. , Montane, Heather N. , Tan, Winston, Dronca, Roxana , Seetharam, ­Mahesh , Chen, Ruqin , Block, Matthew S. , Stoff, Ronen, Dronca, Roxana S., Stoff, Ronen , Markovic, Svetomir N. , McWilliams, Robert R. , Dimou, Anastasios , Dudek, Arkadiusz Z. , Tan, Winston

Melanoma Research | August 29, 2024 | Volume: 34 | Issue: 6 | Pages: 510-518

10.1097/cmr.0000000000000997 Get It

Melanoma is the deadliest form of skin cancer. The median age at diagnosis is 66. While most patients are treated with immunotherapy, the use of targeted therapy is a valid alternative for patients whose tumors harbor a BRAF or c-KIT driver mutation. These agents, while effective, come with a variety of side effects which limit their use, especially in older patients. We sought to assess the efficacy and toxicity of these agents in older melanoma patients. Melanoma patients over 65 treated with BRAF/MEK or c-KIT inhibitors were retrospectively identified, and their data were analyzed for treatment efficacy and toxicity. All data were compared using the Chi-square test for categorical comparisons and the Kruskal–Wallis method for median comparisons. One hundred and sixteen patients were identified. One hundred and six patients were treated with BRAF/MEK inhibitors. The assessed response rate (RR) was 83% and was comparable across different subgroups, including advanced line patients and those with a more aggressive disease. The median progression free survival (PFS) was 7.9 months, and the median overall survival (OS) was 15.7 months. Twenty-seven percent experienced grade 3–4 toxicity leading to a 24% treatment discontinuation rate. Another 10 patients were treated with the c-KIT inhibitor imatinib, for whom the assessed RR was 55%. The median PFS was 4.3 months, and the median OS was 22.6 months. Forty percent needed dose reductions, yet none had to stop treatment due to adverse effects. The use of targeted therapy in older patients is effective yet challenging due to toxicity. Deploying mitigation strategies can help maximizing their usefulness.
Reducing Cancer Drug Cost: 3-Year Analysis of Automated Dose Rounding in Electronic Health Records
Shah, Vishal , Irvine, Clayton , McWilliams, Robert R. , Soefje, Scott A. , Singh, Parminder , Shah, Vishal , Soefje, Scott A , McWilliams, Robert R , Singh, Parminder , Singh, Parminder Pal

JCO Oncology Practice | August 5, 2024 | Volume: 21 | Issue: 3 | Pages: 400-407

10.1200/op.23.00688 Get It

PURPOSE Globally, cancer drug expenditure exceeds $185 in US dollars (USD) billion, with the United States contributing $75 (USD) billion. Many cancer drug doses are calculated on the basis of body weight or body surface area, which often results in leftover drug in partially used single-dose vials (SDVs). The cost of wasted drug is a huge financial burden on the US health care system. We evaluated the cost savings resulting from the reduction of SDV wastage, achieved through the implementation of automated dose rounding rules in electronic health records (EHRs). METHODS Mayo Clinic implemented automated dose rounding rules within the EHR. These rules were designed to round calculated doses to the nearest SDV if the vial size closely matched the original calculated dose, within a 10% threshold. We assessed doses administered between January 2019 and December 2021, and computed cost-savings, waste reduction, and cost of waste for chemotherapy drugs. RESULTS In 3 years, 36.1% of doses were rounded down, 35.8% were rounded up, and 28.1% were exact doses. By rounding doses down to a vial size, we achieved cost-savings of $39.75 (USD) million and prevented 62,065 SDV of cancer drugs from going to waste. By rounding doses up, we avoided wasting $9.95 (USD) million worth of drugs. However, there were still instances where the rounding fell outside of the 10%, resulting in wasted drugs worth $25 (USD) million. CONCLUSION The substantial burden imposed on patients and the US health care system because of cancer drug wastage is of significant concern. Although the automated dose rounding system represents a partial solution for this issue, a comprehensive approach involves the imperative development of policy and legislative solutions to effectively mitigate the challenges associated with cancer drug waste.
Cutaneous melanoma during pregnancy: Management and real-world outcomes.
Hickman, Ashley , Nelson, Corrine K., Rose, Carl H., Kottschade, Lisa A. , Yan, Yiyi , Block, Matthew S. , Smith, Katherine E. , Nelson, Corrine K., McWilliams, Robert R. , Markovic, Svetomir N. , Hieken, Tina J.

Journal of Clinical Oncology | July 3, 2024 | Volume: 42 | Issue: 16_suppl | Pages: e21554-e21554

10.1200/jco.2024.42.16_suppl.e21554 Get It

e21554 Background: Pregnancy associated melanoma (PAM) occurs in 1% of female patients with melanoma and affects 1 in 2200 pregnancies. Antepartum evaluation of melanoma must incorporate both maternal and fetal factors, and currently there is lack of standardization. Our study aimed to review the incidence of antepartum melanoma at our institution and highlight patterns in management and treatment during this high-risk scenario. Methods: After IRB approval, the Mayo Clinic electronic medical record was searched with key words “melanoma” and “pregnancy”. 25 patients with melanoma during pregnancy were identified from 1987-2023. 6 patients were excluded as skin changes noted during pregnancy were not formally diagnosed as melanoma until after delivery. Abstracted data included demographic information, disease characteristics, staging (per AJCC guidelines at time of diagnosis), and clinical outcomes. Survival data were calculated. Results: 19 patients were included. Diagnosis occurred at an average maternal age of 30 years (range 24-38 years) and a mean gestational age of 20 weeks (range 6-35 weeks). All patients had a term delivery. 4 patients underwent labor induction at 37 weeks for staging/treatment. 60% of patients had a delay in imaging or treatment attributed to pregnancy, including 1 patient who was upstaged with metastatic disease based on postpartum imaging. 82% of stage I-III patients underwent wide local excision during pregnancy; however, 35% of sentinel lymph node sampling was delayed until postpartum. 3 stage II/III patients received adjuvant therapy (interferon or sargramostim) after delivery. Adjuvant immunotherapy was discussed with 2 patients in the postpartum period but ultimately not given due to the time lapse between surgery and delivery. 1 patient with stage IV disease diagnosed at a gestational age of 20 weeks was evaluated with MRI PET scan then treated with vemurafenib monotherapy during pregnancy. Workup and outcomes were reviewed by stage (Table 1). 7 of 19 patients had subsequent pregnancies, and 1 had recurrence of melanoma during a second pregnancy (stage II followed by stage IV). Due to a low number of censoring events, median progression free survival and overall survival were not reached. Conclusions: Melanoma diagnosed during pregnancy can be safely and effectively staged with sentinel lymph node surgery, MRI imaging (PET-MRI vs standard), and CT imaging with shielding without a need for early induction of labor nor a delay in cancer care. Furthermore, we report a patient with stage IV disease treated with vemurafenib during and immunotherapy after pregnancy, indicating that treating stage IV PAM with systemic therapy is a consideration. [Table: see text]
KRAS Promotes GLI2-Dependent Transcription during Pancreatic Carcinogenesis
Sigafoos, Ashley N. , Tolosa, Ezequiel J. , Carr, Ryan M. , Fernández‐Barrena, Maite G. , Almada, Luciana L. , Pease, David R. , Hogenson, Tara L. , Arul, Glancis L. Raja , Mousavi, Fatemeh , Sen, Sandhya , Vera, Renzo E., Marks, David L. , Flores, Luis F. , LaRue-Nolan, Kayla C. , Wu, Chen , Vrabel, Anne M., Sicotte, Hugues , Smyrk, Thomas C. , Zhang, Lizhi , Oberg, Ann L. , Elsawa, Sherine F. , Pin, Christopher L. , Mao, Junhao , Fernández-Zapico, Martín E. , Raja Arul, Glancis L, Bamlet, William R , Sicotte, Hugues , Schenk, Erin L. , Chaffee, Kari G. , Oberg, Ann L , Chevet, Eric , Graham, Rondell P , Hagen, Catherine E , McWilliams, Robert R , Fernandez-Zapico, Martin E , Elsawa, Sherine F , Raja Arul, Glancis Luzeena , Carr, Ryan M , Bamlet, William R. , Rabe, Kari G. , Zaphiropoulos, Peter G. , Chevet, Éric , Graham, Rondell P. , Hagen, Catherine E. , Magliano, Marina Pasca di , McWilliams, Robert R.

Cancer Research Communications | June 19, 2024 | Volume: 4 | Issue: 7 | Pages: 1677-1689

10.1158/2767-9764.crc-23-0464 Get It

Abstract Aberrant activation of GLI transcription factors has been implicated in the pathogenesis of different tumor types including pancreatic ductal adenocarcinoma. However, the mechanistic link with established drivers of this disease remains in part elusive. In this study, using a new genetically engineered mouse model overexpressing constitutively active mouse form of GLI2 and a combination of genome-wide assays, we provide evidence of a novel mechanism underlying the interplay between KRAS, a major driver of pancreatic ductal adenocarcinoma development, and GLI2 to control oncogenic gene expression. These mice, also expressing KrasG12D, show significantly reduced median survival rate and accelerated tumorigenesis compared with the KrasG12D only expressing mice. Analysis of the mechanism using RNA sequencing demonstrate higher levels of GLI2 targets, particularly tumor growth–promoting genes, including Ccnd1, N-Myc, and Bcl2, in KrasG12D mutant cells. Furthermore, chromatin immunoprecipitation sequencing studies showed that in these cells KrasG12D increases the levels of trimethylation of lysine 4 of the histone 3 (H3K4me3) at the promoter of GLI2 targets without affecting significantly the levels of other major active chromatin marks. Importantly, Gli2 knockdown reduces H3K4me3 enrichment and gene expression induced by mutant Kras. In summary, we demonstrate that Gli2 plays a significant role in pancreatic carcinogenesis by acting as a downstream effector of KrasG12D to control gene expression.
Prognostication of ß-catenin (CTNNB1) in patients with HCC treated with first line immunotherapy.
Shah, Priyanshi M., Peersen, Anina, Jatoi, Aminah , Fonkoua, Lionel Aurelien Kankeu , Washburn, Leslie, McWilliams, Robert R. , Jin, Zhaohui , Torbenson, Michael , Hálfdánarson, Þorvarður R. , Babiker, Hani M. , Conboy, Caitlin B. , Roberts, Lewis R. , Gores, Gregory J. , Bekaii‐Saab, Tanios , Borad, Mitesh J. , Ou, Fang‐Shu , Tran, Nguyen H.

Journal of Clinical Oncology | June 4, 2024 | Volume: 42 | Issue: 16_suppl | Pages: e15146-e15146

10.1200/jco.2024.42.16_suppl.e15146 Get It

e15146 Background: Wnt/ß-catenin signaling dysregulation is found in approximately 25% of hepatocellular carcinoma (HCC) patients. The impact of B-catenin activation on HCC overall survival has remained controversial. Prior studies suggest activating CTNNB1 mutations may predict for immunotherapy (IO) resistance while others did not corroborate this finding. Here we describe the clinical outcomes of advanced HCC patients (pts) with CTNNB1 (+) and without CTNNB1 (-) mutations treated with novel first line IO/anti-VEGF therapies. Methods: We conducted a multicenter, retrospective analysis of pts with HCC who had molecular analysis performed between 2019 and 2023 at Mayo Clinic in Minnesota, Arizona, and Florida. The study was reviewed and approved by the IRB. Clinical and molecular features were compared descriptively. The primary outcomes were time to treatment failure (TTF), defined as time from first-line treatment initiation to off treatment or death, and overall survival (OS), defined as time from first-line treatment initiation to death, compared between the two cohorts using the Kaplan-Meier method. Results: We identified 29 CTNNB1+ and 62 CTNNB1- (wt) pts with HCC. Median age at diagnosis was 66 (range 30-86), 80 (88%) were Caucasian, 68 (75%) were male gender, and 22 (24%) had etiology as hepatitis B/hepatitis C, 82 (90%) were Child-Pugh A and 77 (85%) were Barcelona Clinic Liver Clinic (BCLC)=C at diagnosis. Eighteen (90%, n=20) CTNNB 1+ pts received first-line IO (Atezolizumab/bevacizumab [AB]) vs 39 (72%, n=54) in CTNNB1- pts. All pts were microsatellite stable (MSS). CTNNB1+ had a similar median tumor mutational burden (TMB), higher rate of TERT co-mutation, and lower rate of TP53 co-mutation (table) compared to CTNNB-. Of 57 AB pts, 5 (27%) of CTNNB1 + had an objective response, compared to 6 (16.7%) CTNNB1- pts. Time to treatment failure with first-line AB and overall survival were similar between the two cohorts (Table). Conclusions: Our study suggests CTNNB1 status is not prognostic in HCC pts receiving IO based therapy. Prospective study is warranted to further investigate predictive biomarkers for HCC sensitivity to immune checkpoint inhibitors and VEGF-targeted therapy. [Table: see text]
Efficacy and toxicity of BRAF targeted therapy in elderly patients with melanoma.
Markovic, Svetomir, Kottschade, Lisa A. , Montane, Heather N. , Yan, Yiyi , Tan, Winston, Dronca, Roxana , Seetharam, ­Mahesh , Chen, Ruqin , Block, Matthew S. , Stoff, Ronen , McWilliams, Robert R. , Dimou, Anastasios , Dudek, Arkadiusz Z.

Journal of Clinical Oncology | June 3, 2024 | Volume: 42 | Issue: 16_suppl | Pages: e23270-e23270

10.1200/jco.2024.42.16_suppl.e23270 Get It

e23270 Background: Melanoma is the most lethal form of skin cancer which have seen drastic improvement in patient survival over the last decade. BRAF is the most common driver mutation in melanoma, seen in ≈50% of all patients (≈30% of patients > 65). The use of BRAF & MEK inhibitors yields high response rates, though it is limited by toxicity and development of acquired resistance. Acknowledging these limitations, we aimed at assessing the efficacy and toxicity of these agents in melanoma patients > 65. Methods: We identified electronic medical records of all melanoma patients > 65 that were treated with BRAF & MEK inhibitors at our institution over the years 2017-2023. Data was retrospectively collected including demographics, disease characteristics, treatment given, response patterns and toxicity. Results: 106 patients were identified. The median age was 71 (65-89), 55% were males. The median follow up was 28.9 months. 32 (30%) patients were treated at first line, 58 (55%) at second line and 16 (15%) at third line. 88 (83%) evaluable patients received treatment for unresectable/metastatic disease of which 84% had an objective response (60% partial response, 24% complete response). Response rate (RR) was 82%, 85% and 87% for first, second and third line respectively. RR was 86% for patients with an increased serum lactate dehydrogenase. 33% of patients had active central nervous system (CNS) metastases at treatment initiation, for whom the systemic RR was 80% and the CNS RR was 39%. The median progression free survival (PFS) was 7.9 months, with a PFS of 6, 8.3 and 13.4 months for first, second and third line respectively. The median PFS was 5.7 months for patients with active CNS disease. The median overall survival (OS) from treatment initiation was 15.7 months (12.5, 14.5, 31.9 for first, second & third line respectively). The median OS for patients with CNS disease was 9.8 months. 16 patients were treated in the adjuvant setting, of which 6 (37%) finished treatment as planned, 3 stopped due to disease progression (19%) and 6 stopped due to toxicity (37%). 88% of patients experienced adverse events (AEs) of any grade, with 27% having grade 3-4 toxicity. There were no grade 5 toxicities reported. 36% of patients experienced one AE, while 52% experienced two or more. 21% of patients stopped treatment due to toxicity, 28% needed a dose reduction and 20% changed to different BRAF/MEK inhibitors. 10% of patients needed systemic corticosteroids to treat AEs. The most common toxicities seen were fever (30%), fatigue (30%), skin rash (22%), elevated liver function tests (20%), arthralgia/myalgia (15%), nausea (14%) and diarrhea (11%). 7% had decrease in cardiac ejection fraction with one grade 3 leading to treatment discontinuation. Conclusions: Treatment with BRAF & MEK inhibitors is challenging in older patients, with a high prevalence of toxicity leading to treatment modifications and discontinuation. Efficacy seems to be the same as in the general population.
Efficacy and toxicity of KIT targeted therapy in elderly patients with melanoma.
Markovic, Svetomir, Yan, Yiyi , Tan, Winston , Seetharam, ­Mahesh , Block, Matthew S. , Stoff, Ronen , McWilliams, Robert R.

Journal of Clinical Oncology | June 3, 2024 | Volume: 42 | Issue: 16_suppl | Pages: e23269-e23269

10.1200/jco.2024.42.16_suppl.e23269 Get It

e23269 Background: Most cases of malignant melanoma are cutaneous, with ≈50% having a BRAF driver mutation that predicts response to MAPK pathway inhibitors. A small minority of melanoma cases harbor an activating KIT mutation, most notably in mucosal and acral melanomas (15-20%) and occasionally in those arising from chronic sun-damaged skin (2-3%). Only about a third of KIT mutated melanomas respond to targeted therapy with Imatinib, yet data is scarce and limited, especially in older patients. We sought to characterize the efficacy and toxicity of Imatinib in KIT-mutated melanoma patients over 65. Methods: We identified electronic medical records of patients over 65 that were treated with Imatinib for KIT mutated melanoma at our institution over the years 2017-2023. Data was retrospectively collected including demographics, disease characteristics, response patterns and toxicity. Results: 10 patients were identified, 50% were males. The median age at treatment initiation was 75 years (71-100). 3 patients had cutaneous primary, 3 had Vulvar/vaginal primary, 3 had acral primary and 1 had anal canal primary. All patients had normal Lactate dehydrogenase at treatment initiation and ECOG performance status was 0-2 (median 0). 9 patients received Imatinib for stage IV disease with an overall response rate (ORR) of 55% (44% partial response, 11% complete response). Median duration of response was 4 months. Responses were seen in acral melanoma (67%), vulvar/vaginal melanoma (67%) and cutaneous melanoma (33%). Median Progression free survival was 4.3 months (1.8-44), median overall survival from treatment initiation was 22.6 months (4-64). 6 patients were treated as 2nd line with an ORR of 67% and 3 were treated as 3rd line with an ORR of 33%. There was one patient with M1d disease who did not respond to treatment either systematically or intracranially. 6 patients had Exon 11 mutations (V560D/G/E, N564S and L576P) of which 4 responded (67%). 2 had Exon 17 mutations (N822C/K) of which 1 responded (50%) and the 2 others had an Exon 14 (F681I) and Exon 13 (K642E) mutation that did not respond to treatment at all. Toxicity was moderate with 90% of patients experiencing any grade AE, yet only 1 experienced toxicity requiring dose interruption with two Grade 3 toxicities - Pneumonitis and decreased neutrophil count, leading to temporary treatment interruption, dose reduction and a course of corticosteroids. The rest of the patients experienced only Grade 1-2 toxicity. 4 patients needed dose reductions, there were no treatment discontinuations due to toxicity. Conclusions: Treatment with Imatinib for elderly KIT mutated melanoma patients is safe and well tolerated with no treatment discontinuations recorded. The response rate is encouraging yet seems to vary according to the KIT mutation present as previously reported. The duration of response is usually short-lived and alternative/combination treatments are still needed for this patient population.
Molecular Characterization and Therapeutic Opportunities in KRAS Wildtype Pancreatic Ductal Adenocarcinoma
Desai, Aakash , Xiao, Alexander , Toruner, Merih Deniz , Walden, Daniel , Hálfdánarson, Þorvarður R. , Mahipal, Amit , Ahn, Daniel H. , Stybayeva, Gulnaz , Revzin, Alexander , Kizilbash, Sani H. , Adjei, Alex A. , Bekaii‐Saab, Tanios , Mansfield, Aaron S. , Carr, Ryan M. , Xiao, Alexander H , Choi, Daheui , Toruner, Merih D , Halfdanarson, Thorvardur R , Alberts, Steven, Mahipal, Amit , Stybayeya, Gulnaz , Kizilbash, Sani, Mansfield, Aaron S , Carr, Ryan M , Desai, Aakash P , Bekaii-Saab, Tanios S , Kizilbash, Sani H , Alberts, Steven R. , McWilliams, Robert R. , Babiker, Hani M. , Wee, Wen

Cancers | May 13, 2024 | Volume: 16 | Issue: 10 | Pages: 1861

10.3390/cancers16101861 Get It

Purpose: To investigate the molecular characteristics of and potential for precision medicine in KRAS wildtype pancreatic ductal adenocarcinoma (PDAC). Patients and Methods: We investigated 27 patients with KRASWT PDAC at our institution. Clinical data were obtained via chart review. Tumor specimens for each subject were interrogated for somatic single nucleotide variants, insertion and deletions, and copy number variants by DNA sequencing. Gene fusions were detected from RNA-seq. A patient-derived organoid (PDO) was developed from a patient with a MET translocation and expanded ex vivo to predict therapeutic sensitivity prior to enrollment in a phase 2 clinical trial. Results: Transcriptomic analysis showed our cohort may be stratified by the relative gene expression of the KRAS signaling cascade. The PDO derived from our patient harboring a TFG-MET rearrangement was found to have in vitro sensitivity to the multi-tyrosine kinase inhibitor crizotinib. The patient was enrolled in the phase 2 SPARTA clinical trial and received monotherapy with vebrelitinib, a c-MET inhibitor, and achieved a partial and durable response. Conclusions: KRASWT PDAC is molecularly distinct from KRASMUT and enriched with potentially actionable genetic variants. In our study, transcriptomic profiling revealed that the KRAS signaling cascade may play a key role in KRASWT PDAC. Our report of a KRASWT PDAC patient with TFG-MET rearrangement who responded to a cMET inhibitor further supports the pursuit of precision oncology in this sub-population. Identification of targetable mutations, perhaps through approaches like RNA-seq, can help enable precision-driven approaches to select optimal treatment based on tumor characteristics.
Transforming the oncology data paradigm by creating, capturing, and retrieving structured cancer data at the point of care: A Mayo Clinic pilot
Tevaarwerk, Amyé , Karam, Dhauna , Gatten, Clare A., Harlos, Elizabeth S., Maurer, Matthew J. , Haddad, Tufia C. , Stockham, Abigail L. , Leventakos, Konstantinos , Chen, Ruqin , Jochum, Jacob A., Schwecke, Anna, Eiring, Rachel A. , Carroll, Jamie L., Mandrekar, Sumithra J. , Tevaarwerk, Amye J , Holton, Sara J, Stockham, Abigail, Hubbard, Joleen M. , Mansfield, Aaron S , Halfdanarson, Thorvardur R , Schwecke, Anna S, Riaz, Irbaz Bin , McWilliams, Robert R , Galanis, Evanthia , Maurer, Matthew , Eiring, Rachel A , Giridhar, Karthik V. , Alberts, Steven R. , Holton, Sara J., Mansfield, Aaron S. , Hálfdánarson, Þorvarður R. , Carroll, Jamie M. , McWilliams, Robert R. , Galanis, Evanthia

Cancer | April 25, 2024 | Volume: 131 | Issue: 1 | Pages: No page available

10.1002/cncr.35304 Get It

AbstractIntroductionStructured data capture requires defined languages such as minimal Common Oncology Data Elements (mCODE). This pilot assessed the feasibility of capturing 5 mCODE categories (stage, disease status, performance status (PS), intent of therapy and intent to change therapy).MethodsA tool (SmartPhrase) using existing and custom structured data elements was Built to capture 4 data categories (disease status, PS, intent of therapy and intent to change therapy) typically documented as free‐text within notes. Existing functionality for stage was supported by the Build. Participant survey data, presence of data (per encounter), and time in chart were collected prior to go‐live and repeat timepoints. The anticipated outcome was capture of >50% sustained over time without undue burden.ResultsPre‐intervention (5‐weeks before go‐live), participants had 1390 encounters (1207 patients). The median percent capture across all participants was 32% for stage; no structured data was available for other categories pre‐intervention. During a 6‐month pilot with 14 participants across three sites, 4995 encounters (3071 patients) occurred. The median percent capture across all participants and all post‐intervention months increased to 64% for stage and 81%–82% for the other data categories post‐intervention. No increase in participant time in chart was noted. Participants reported that data were meaningful to capture.ConclusionsStructured data can be captured (1) in real‐time, (2) sustained over time without (3) undue provider burden using note‐based tools. Our system is expanding the pilot, with integration of these data into clinical decision support, practice dashboards and potential for clinical trial matching.