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3-Year Analysis of ZUMA-12: A Phase 2 Study of Axicabtagene Ciloleucel (Axi-Cel) As First-Line Therapy in Patients with High-Risk Large B-Cell Lymphoma (LBCL)
Ulrickson, Matthew L. , Thiéblemont, Catherine , Herrera, Alex F. , Ujjani, Chaitra S. , Kekre, Natasha , Vos, Sven de , Lui, Christine, Wulff, Jacob , Williams, Chad M. , Peng, Weixin , Kloos, Ioana , Xu, Hairong, Neelapu, Sattva S. , Chavez, Julio C , Dickinson, Michael , Muñoz, Javier , Oluwole, Olalekan O. , Lin, Yi , Riedell, Peter A.

Mayo Clinic

Blood | December 1, 2023 | Volume: 142 | Issue: Supplement 1 | Pages: 894-894

10.1182/blood-2023-174510 Get It

Background: Axi-cel is an autologous anti-CD19 chimeric antigen receptor (CAR) T-cell therapy approved for the treatment of relapsed/refractory (R/R) LBCL. ZUMA-12 (NCT03761056) is a Phase 2, multicenter, single-arm study of axi-cel as part of first-line treatment in patients with high-risk LBCL. In the primary efficacy analysis (n=37; median follow-up of 15.9 months), axi-cel demonstrated a high rate of investigator-assessed complete response (CR; 78%; 95% CI, 62-90) and an 89% objective response rate (ORR; 95% CI, 75-97). Axi-cel also had a manageable safety profile, with no new safety signals observed in the first-line setting (Neelapu et al. Nat Med. 2022). Here, we report updated efficacy and safety outcomes from ZUMA-12 in all patients treated with axi-cel after a median follow-up of ≥40 months. Methods: Eligible adults had high-risk LBCL, with MYC and BCL2 and/or BCL6 rearrangements (double- or triple-hit histology) per investigator or an International Prognostic Index (IPI) score ≥3, plus a positive interim PET per Lugano classification (Deauville score 4/5) after 2 cycles of an anti-CD20 monoclonal antibody and anthracycline-containing regimen. Patients underwent leukapheresis, followed by lymphodepleting chemotherapy (cyclophosphamide and fludarabine) on Days -5, -4, and -3, and a single axi-cel infusion of 2×10 6 CAR T cells/kg on Day 0. Per investigator discretion, non-chemotherapy bridging could be administered. The primary endpoint was investigator-assessed CR rate per Lugano classification (Cheson et al. J Clin Oncol. 2014). Secondary endpoints included ORR, duration of response (DOR), event-free survival (EFS), progression-free survival (PFS), overall survival (OS), safety, and levels of CAR T cells in blood and cytokines in serum. Results: As of May 3, 2023, 42 patients were enrolled and 40 were treated with axi-cel, with a median follow-up of 40.9 months (range, 29.5-50.2). In total, 37 patients were evaluable for response (centrally confirmed double- or triple-hit histology or IPI score ≥3). The CR rate was 86% (95% CI, 71-95), and 92% (95% CI, 78-98) of patients had an objective response. Patients with centrally confirmed double- or triple-hit histology (n=10) had a CR rate of 90%. Responses were ongoing in 73% of response-evaluable patients at data cutoff. Medians for DOR, EFS, PFS, and OS were not reached. The 36-month estimates for DOR, EFS (Figure 1), PFS, and OS (Figure 2) were 82%, 73%, 75%, and 81%, respectively. All treated patients (n=40) experienced adverse events (AEs) of any grade and 88% of patients had grade ≥3 AEs. Similar to the primary analysis, the most common any-grade AEs were pyrexia (100%), headache (70%), and neutrophil count decreased (55%). No new cases of cytokine release syndrome (CRS) or neurologic events of any grade occurred since the prior data cut and all cases of CRS and neurologic events reported were resolved by data cutoff. Prolonged cytopenias of any grade (present Day ≥30 post-infusion) occurred in 9 patients (n=7 neutrophil count decreased) and were resolved by data cutoff. There were 8 deaths due to progressive disease (n=5) and other causes not related to axi-cel (1 COVID-19, 1 esophageal adenocarcinoma, 1 septic shock on Days 350, 535, and 287 post axi-cel infusion, respectively). Two of the 8 deaths (1 progressive disease and 1 esophageal adenocarcinoma) occurred after the primary analysis. Among treated patients, post-infusion CAR T-cell expansion by peak and area under the curve was 36.9 cells/µL and 368.0 cells/µL×days, respectively, in those with ongoing responses at data cutoff (n=17), 45.1 cells/µL and 413.4 cells/µL×days in those who relapsed (n=6), and 34.7 cells/µL and 566.8 cells/µL×days in non-responders (n=3). Conclusion: In this updated analysis of ZUMA-12 with a median follow-up of ≥40 months, axi-cel demonstrated a high rate of durable responses and no new safety signals. Axi-cel may benefit patients exposed to fewer prior therapies and those with high-risk LBCL, a population with high unmet need and poor outcomes after standard first-line chemoimmunotherapy.
Prediction of Time-to-First Treatment (TTFT) in Favorable-Risk Chronic Lymphocytic Leukemia (CLL) Patients Using a Novel Stratification through Transcriptome Risk Scoring
Feusier, Julie , Williams, Justin A. , Jones, Brandt, Madsen, Michael J. , Camp, Nicola J. , Hu, Boyu , Avery, Brian J. , Waller, Rosalie G. , Halwani, Ahmad , Stephens, Deborah M.

Mayo Clinic

Blood | December 1, 2023 | Volume: 142 | Issue: Supplement 1 | Pages: 1913-1913

10.1182/blood-2023-178248 Get It

Background: CLL is the most prevalent adult leukemia with a highly heterogenous genetic landscape leading to extremely varied clinical outcomes. Previously, CLL patients with immunoglobulin heavy chain variable region ( IGHV) mutated status and presence of deletion 13q14 [del(13q)] were identified as favorable-risk with most patients remaining on lifetime observation. However, other intrinsic factors contributing to CLL disease progression and leading to treatment initiation remain unknown. Our goal was to identify patients at high-risk of progression with added predictive value (APV) beyond IGHV-status and presence of del(13q). Methods: Flow cytometry was used to sort CD19+CD5+ malignant cells in peripheral blood from CLL patients at Huntsman Cancer Institute at University of Utah and triple sequencing generated (tumor whole transcriptome and paired tumor-normal whole exome data). We used SPECTRA, a novel dimension reduction transcriptome approach, to derive a set of independent, intrinsic, quantitative transcriptome tumor variables from 249 CLL patients with quality-controlled transcriptome sequence data. From this set, 182 treatment-naïve (TN) patients with quality-controlled clinical variables were used as a discovery cohort set to derive a SPECTRA-based risk score for TTFT using multivariable Cox proportional hazards modeling. Event time was date of patient specimen acquisition to initiation of frontline therapy with patients censored at last follow-up or death. Gaussian mixture modeling (GMM) was performed to identify evidence for distinct risk groups within the quantitative risk score. GMM-risk groups, and further stratifications by IGHV mutational and del(13q) status, were used in hazard ratios (HR) and to illustrate differences in Kaplan-Meier time-to-event curves. An independent publicly available dataset of 548 TN CLL patients with clinical and transcriptome data for CD19+ enriched cells was used for replication. Results: SPECTRA produced 19 quantitative spectra variables to describe most of the expression variation across the 249 CLL patients. In multivariable Cox modeling for TTFT, 7 spectra were significant and retained in a final model, which GMM separated into a bi-modal distribution and defined high (N=83) and low-risk (N=99) groups (HR=5.7, 95% confidence interval [CI] 3.4-9.7). In a post-hoc model including IGHV mutational and del(13q) status, the spectra-risk score showed significant APV beyond both factors (p<0.001 for both). The discovery study timeframe was 6.3 years (y) and included 109 IGHV-mutated and 75 del(13q) patients. In the IGHV-mutated patients, median TTFT (mTTFT) was significantly shorter for spectra-high risk patients (3.1y) vs. spectra-low risk patients (median not reached [NR]; p<0.001). Similarly, in the del(13q) patients, mTTFT was significantly shorter in high-risk patients (3.3y) compared to median NR for spectra-low (p<0.001) ( Figure). Importantly, stratification of patients into low- and high-risk SPECTRA scores provided significant additional information for prediction of TTFT than IGHV mutational and del(13q) status ( Figure). For validation, we applied the same spectra-risk score to the independent data set containing 301 IGHV-mutated and 278 del(13q) CLL patients. In the replication set, the mTTFT in the IGHV-mutated patients who were spectra-high was 3.3y vs. 11.2y in spectra-low (p<0.001). Similarly, in the replication set of del(13q) patients, spectra-high-risk patients had a mTTFT of 2.7y vs. 10.7y for spectra-low (p<0.001). Conclusion: A transcriptome risk score utilizing novel SPECTRA variables identified a substantial subset of CLL patients with IGHV-mutated status and presence of del(13q) who have uncharacteristically short TTFT, but who would be classified as favorable risk under current best practice stratification. Future directions include validating our results with external patient cohorts from Mayo Clinic and investigating the genetic and transcriptomic profile of SPECTRA low- and high-risk cohorts to determine targetable pathways for treatment.
Measurable Residual IDH2 before Allogeneic Transplant for Acute Myeloid Leukemia
Hegde, Pranay S. , Andrew, Georgia , Mukherjee, Devdeep , Chen, Yi‐Bin , Corner, Adam, Litzow, Mark R. , Saber, Wael , Page, Kristin , Gui, Gege , Dillon, Laura Williams , Ravindra, Niveditha , Wong, Zoë C. , Auletta, Jeffery J. , Chaer, Firas El , Chen, Evan , Corner, Adam, Devine, Steven M. , Iyer, Sunil Girish , Jiménez, Antonio , Lima, Marcos de , Kebriaei, Partow , Spellman, Stephen R. , Zeger, Scott L. , Hourigan, Christopher S.

Mayo Clinic

Blood | December 1, 2023 | Volume: 142 | Issue: Supplement 1 | Pages: 424-424

10.1182/blood-2023-186822 Get It

Introduction: Detection of measurable residual disease (MRD) in AML patients during remission is associated with adverse clinical outcomes after allogeneic hematopoietic cell transplant (alloHCT), including recent strong evidence from our group regarding residual NPM1 and/or FLT3-ITD variants (PMID: 36881031). Large studies examining the significance of other potential MRD targets, including isocitrate dehydrogenase isoform 2 ( IDH2), are needed. IDH2, which is mutated in approximately 12% of AML patients, is of particular interest due to the possibility of targeted clinical intervention. Methods: Patients over the age of 18 in first complete remission (CR1) with IDH2 mutated AML undergoing alloHCT transplant at a CIBMTR site between 2013-2019 with remission blood samples within 100 days of alloHCT and available clinical data were included in this study. Residual variants in IDH2, NPM1, and FLT3genes were detected by ultrasensitive error-corrected next-generation sequencing (NGS-MRD) on genomic DNA from pre-conditioning blood and validated by digital droplet PCR (ddPCR). The primary outcomes were overall survival (OS) and cumulative incidence of relapse with non-relapse mortality as a competing risk. The day of transplant was considered as time 0, and the median follow-up time was calculated for censored patients. Kaplan-Meier estimation (log-rank tests), Cox proportional hazards models, and Fine-Gray regression models were fitted to examine the clinical outcomes. Results: Among the 257 IDH2-mutated AML patients in this study, 57 (23%) experienced relapse, with 41 events occurring within 12 months after alloHCT. The median follow-up time was 25 months. Among 247 patients with pre-transplant remission flow cytometry results reported, 25% were positive, but no difference in rates of relapse or OS was observed between positive and negative patients. NGS MRD analysis detected residual IDH2 variants in remission samples of 130 patients (51%) with variant allele fraction (VAF) ranging from 0.05-56% (median: 3%), and 100% validation by ddPCR. NGS MRD IDH2 positive patients had increased rates of relapse (p = 0.03; 3yr: +11%, 95% CI: 0.2% to 22%) and decreased OS (p < 0.001; 3yr: -25%, 95% CI: -13% to -38%) compared to those who tested negative (Figure 1A). These OS differences were still observed between NGS MRD IDH2 positive and negative patients, regardless of age stratification (under 60yr p < 0.001, 3yr: -28%, 95% CI: -12% to -43%; over 60yr p = 0.04, 3yr: -19%, 95% CI: -1% to -40%); however, only patients over 60yrs had increased rates of relapse (p = 0.007; 3yr: +21, 95% CI: 6% to 36%). The impact of co-mutation status was examined by subdividing the cohort based on the presence of NPM1 or FLT3-ITD mutations at baseline. Residual IDH2 variants in patients without baseline NPM1 or FLT3-ITD co-mutations (n = 151) were associated with decreased OS and increased relapse ( IDH2+ vs IDH2-; OS p = 0.005, 3yr: -23%, 95% CI: -6% to -40%; Relapse p = 0.01, 3yr: +19, 95% CI: 6% to 32%; Figure 1B). In contrast, residual IDH2 variants were not predictive of relapse in co-mutated patients (n=106, p = 0.5). In these patients, the only prognostic marker for relapse was NPM1 and/or FLT3-ITD MRD, with similar relapse risk between IDH2 only positive and MRD negative groups (p < 0.001; 3yr: 83% vs. 11% vs. 15%; Figure 1B). In multivariable analysis, IDH2 MRD positivity was associated with decreased OS (HR 2.5, 95% CI: 1.5-4.2, p < 0.001) and increased rates of relapse (HR 2.1, 95% CI: 1.4-5.7, p = 0.003) after adjusting for other characteristics. Conclusion: In this study, we demonstrate that adult patients with IDH2-mutated AML who have IDH2 variants detected in CR1 prior to first alloHCT experienced increased relapse rates and decreased overall survival. However, this association is significant only in patients without baseline NPM1 and FLT3-ITD mutations. In co-mutated patients, NPM1 and/or FLT3-ITD MRD serve as superior prognostic markers. Subgroup analyses show the potential influence of factors such as conditioning intensity and age on clinical outcomes. Nevertheless, larger studies with balanced subgroups and more comprehensive baseline mutational information, including IDH2 mutation subtype, are needed to better define the clinical relevance of IDH2 MRD in this context.
Measurable Residual FLT3-ITD before Allogeneic Transplant for Acute Myeloid Leukemia
Andrew, Georgia , Mukherjee, Devdeep , Huang, Ying , Gerhold, Jason, Holman, Matthew J. , Miller, Jeffrey E. , Litzow, Mark R. , Saber, Wael , Page, Kristin , Dillon, Laura Williams , Gui, Gege , Ravindra, Niveditha , Mukherjee, Devdeep, Wong, Zoë C. , Auletta, Jeffery J. , Chaer, Firas El , Devine, Steven M. , Jiménez, Antonio , Lima, Marcos de , Kebriaei, Partow , Spellman, Stephen R. , Hourigan, Christopher S.

Mayo Clinic

Blood | December 1, 2023 | Volume: 142 | Issue: Supplement 1 | Pages: 4325-4325

10.1182/blood-2023-178839 Get It

Background: In the past year, multiple studies have demonstrated the drastically increased risk of relapse and death in patients with Acute Myeloid Leukemia (AML) who have persistent FLT3 internal tandem duplication (ITD) mutations detectable in clinical remission by next generation sequencing (NGS). Translating this evidence into a change in clinical practice requires both widely available testing and a clear understanding of the clinical implications of FLT3-ITD detection at defined threshold levels. In the largest of the recent studies (Pre-MEASURE, PMID: 36881031), we performed FLT3-ITD MRD detection in blood DNA collected from 608 patients at the time of first remission (CR1) prior to allogeneic hematopoietic cell transplant (alloHCT). To evaluate cross-assay comparability and the impact of residual disease burden levels, we performed analysis on this cohort using a commercially available FLT3-ITD MRD NGS assay. Methods: Of the 608 patients aged 18 or older from the Pre-MEASURE study who received an alloHCT for FLT3-ITD mutated AML during CR1 at a CIBMTR reporting site in the USA between the years of 2013-2019, patients not experiencing non-relapse mortality and with sufficient DNA from pretransplant blood available were included in this analysis. A commercially available testing kit (IVS, Invivoscribe, San Diego, CA), which can detect FLT3-ITD MRD by NGS for up to 21 patients on one Illumina MiSeq flow cell, was used to establish a workflow following clinical testing standards and validated to detect ITDs down to a variant allele fraction (VAF) of at least 0.005%. Results were compared to those previously reported using an anchored multiplex PCR-based (AMP) targeted NGS assay. Overall survival (OS) and cumulative incidence of relapse were estimated with the day of transplant as time 0 using Kaplan-Meier estimation (log-rank tests) and Cox proportional hazards models. Results: A total of 451 patients were included in this study, of which 173 (38%) experienced relapse (median: 5.2 months; range 0.7-52.1) and 133 (29%) died (median: 10.7 months; range 2-53.8) post-alloHCT. The IVS assay identified 232 FLT3-ITD variants with a median VAF of 0.005% (range 0.0002-44%) and length of 51bp (range 5-228). IVS positive patients had a median of 1 FLT3-ITD variant (range 1-15) and median maximum VAF of 0.01% (range 0.0003-44%). Utilizing the same VAF cutoff of 0.01% for MRD positivity for the IVS test as used in the Pre-MEASURE study, patients testing positive prior to alloHCT exhibited higher rates of relapse (79% vs 31%, p<0.0001) and decreased survival (29% vs 77%, p<0.0001) at 3 years compared to testing negative. These results closely align with those previously reported using the AMP assay (Figure A). The IVS test has a superior limit of detection compared with the AMP test, allowing investigation of alternative VAF thresholds. In total, 151 patients (33.5%) were FLT3-ITD MRD positive by IVS of which only 75 (17%) had VAF ≥0.01%. A threshold-free approach for the IVS test improved the ability to identify patients at risk of relapse, predicting 63% of relapses within 6 months of transplant compared to 43% with the 0.01% cutoff, but resulted in decreased specificity as 42% of all positive patients relapsed within 6 months vs. 57% with the 0.01% VAF cutoff. In multivariable analysis, IVS FLT3-ITD MRD status was associated with both relapse and overall survival (Figure B). Additionally, stratifying patients by their level of residual FLT3-ITD disease burden prior to alloHCT revealed a dose-dependent increase in risk for death (Figure B) and relapse. Any detectable level of residual FLT3-ITD over 0.001% VAF exhibited increased risk, with VAFs ≥0.01% being the highest. Conclusions: In this analysis of patients with AML from the Pre-MEASURE study, we show cross-assay evidence that the detection of residual FLT3-ITD variants in pre-transplant blood during CR1 is associated with significantly increased risk of relapse and death after alloHCT. The highly sensitive assay used in this study could identify ~2/3 of patients who relapsed within 6 months and demonstrated that a dose-dependent correlation between residual FLT3-ITD level and adverse clinical outcomes exists, with VAF ≥0.01% representing the highest risk. This evidence provides strong justification for NGS-based AML MRD clinical testing for persistent FLT3-ITD prior to alloHCT to identify patients at high risk of post-transplant relapse and death.
Role of Sex in the Association of Socioeconomic Status With Cardiovascular Health in Black Americans: The Jackson Heart Study
Joseph, Joshua J. , Williams, Amaris , Azap, Rosevine A., Zhao, Songzhu , Kline, David , Odei, James B. , Foraker, Randi E. , Sims, Mario , Brewer, LaPrincess C. , Nolan, Timiya S. , Brock, Guy , Kline, David , Odei, James B , Foraker, Randi , Brewer, LaPrincess C , Nolan, Timiya S , Joseph, Joshua J , Brock, Guy , Gray, Darrell M.

Mayo Clinic

Journal of the American Heart Association | December 1, 2023 | Volume: 12 | Issue: 23 | Pages: No page available

10.1161/jaha.123.030695 | PMID 38038179 Get It

Background Socioeconomic status (SES) is associated with cardiovascular health (CVH). Potential differences by sex in this association remain incompletely understood in Black Americans, where SES disparities are posited to be partially responsible for cardiovascular inequities. The association of SES measures (income, education, occupation, and insurance) with CVH scores was examined in the Jackson Heart Study. Methods and Results American Heart Association CVH components (non–high‐density‐lipoprotein cholesterol, blood pressure, diet, tobacco use, physical activity, sleep, glycemia, and body mass index) were scored cross‐sectionally at baseline (scale: 0–100). Differences in CVH and 95% CIs (Estimate, 95% CI) were calculated using linear regression, adjusting for age, sex, and discrimination. Heterogeneity by sex was assessed. Participants had a mean age of 54.8 years (SD 12.6 years), and 65% were women. Lower income, education, occupation (non‐management/professional versus management/professional occupations), and insurance status (uninsured, Medicaid, Veterans Affairs, or Medicare versus private insurance) were associated with lower CVH scores (all P <0.01). There was heterogeneity by sex, with greater magnitude of associations of SES measures with CVH in women versus men. The lowest education level (<high school) versus highest (>high school) was associated with 8.8‐point lower (95% CI: −10.2 to −7.3) and 5.4‐point lower (95% CI: −7.2 to −3.6) CVH scores in women and men, respectively (interaction P =0.003). The lowest (<25 000) versus highest level of income (≥$75 000) was associated with a greater reduction in CVH scores in women than men (interaction P =0.1142). Conclusions Among Black Americans, measures of SES were associated with CVH, with a greater magnitude in women compared with men for education and income. Interventions aimed to address CVH through SES should consider the role of sex.
Abstract A042: Community advisory board members’ perspectives on genetic literacy and patient-caregiver communication of prognostic genomics for localized prostate cancer
Cobran, Ewan K. , Turner, Jocelyn C., Odedina, Folakemi T., Williams, Roger, Woodrow, Nathan, Bryant, Thomas, Nathan, LoveVonia, Husband, Laureen, Turner, Jocelyn, Bryce, Alan H. , WILLIAMS, CHRISTOPHER R. , Rodríguez, José E. , Williams, Roger, Nathan, Woodrow

Mayo Clinic

Cancer Epidemiology, Biomarkers & Prevention | December 1, 2023 | Volume: 32 | Issue: 12_Supplement | Pages: A042-A042

10.1158/1538-7755.disp23-a042 Get It

Abstract Background: The National Comprehensive Cancer Network (NCCN) recommends the use of tissue-based genetic tests, such as Decipher, Prolaris, and Confirm mdx for localized prostate cancer, to help patients and caregivers make more informed treatment decisions at the time of diagnosis. However, while much enthusiasm currently exists for the burgeoning field of genomic medicine, prostate cancer disparities continue to persist in underserved communities despite the existence of evidence-based treatment guidelines. Methods: A diverse 15-member Community Advisory Board (CAB) representing rural and urban communities in Duval County, Florida were recruited from May to June 2023, to build a community-academic partnership, for the development and implementation of a genetic literacy patient-caregiver educational intervention for localized prostate cancer. The 15-member CAB was divided into groups of 5 for focus group discussions. Qualitative and quantitative data from CAB members were integrated to gain better understanding of the facilitators and barriers for prostate cancer genetic literacy in underserved communities. Results: The thematic analysis reveals several key themes related to prostate cancer, screening, treatment, and genetics. These themes reflect the diverse perspectives and experiences of the CAB members regarding prostate cancer, ranging from personal anecdotes to broader societal issues. Participants expressed thoughts related to fear, lack of knowledge, cultural beliefs, and access to healthcare. The discussion on prostate cancer and tissue based genetic testing highlighted the complexities surrounding prostate cancer and the need for further education, awareness, and access to affordable healthcare for all individuals at risk. Conclusion: CAB members emphasized the importance of improving access to information, promoting education, and addressing cultural barriers to ensure that individuals are informed about available options for prostate cancer diagnosis and treatment. Citation Format: Ewan K. Cobran, Jocelyn Turner, Folakemi Odedina, Alan H. Bryce, Christopher Williams, Jose Rodriguez, Roger Williams, Woodrow Nathan, Thomas Bryant III, LoveVonia Nathan, Laureen Husband. Community advisory board members’ perspectives on genetic literacy and patient-caregiver communication of prognostic genomics for localized prostate cancer [abstract]. In: Proceedings of the 16th AACR Conference on the Science of Cancer Health Disparities in Racial/Ethnic Minorities and the Medically Underserved; 2023 Sep 29-Oct 2;Orlando, FL. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2023;32(12 Suppl):Abstract nr A042.
Enabling the clinical application of artificial intelligence in genomics: a perspective of the AMIA Genomics and Translational Bioinformatics Workgroup
Walton, Nephi , Nagarajan, Radha, Wang, Chen , Sincan, Murat , Everman, David B. , Walton, Derek C, Alekseyenko, Alexander V. , Song, Qianqian , Uzun, Ece D. Gamsiz , Taylor, Casey Overby , Uzun, Alper , Person, Thomas N., Benos, Panayiotis V , Alekseyenko, Alexander V , Song, Qianqian , Rappoport, Nadav , Zhao, Zhongming , Wang, Chen , Gamsiz Uzun, Ece D , Nagarajan, Radha , Freimuth, Robert R. , McGrath, Scott , Lemas, Dominick J. , Williams, Marc S

Mayo Clinic

Journal of the American Medical Informatics Association | December 1, 2023 | Volume: 31 | Issue: 2 | Pages: 536-541

10.1093/jamia/ocad211 | PMID 38037121 Get It

Abstract Objective Given the importance AI in genomics and its potential impact on human health, the American Medical Informatics Association—Genomics and Translational Biomedical Informatics (GenTBI) Workgroup developed this assessment of factors that can further enable the clinical application of AI in this space. Process A list of relevant factors was developed through GenTBI workgroup discussions in multiple in-person and online meetings, along with review of pertinent publications. This list was then summarized and reviewed to achieve consensus among the group members. Conclusions Substantial informatics research and development are needed to fully realize the clinical potential of such technologies. The development of larger datasets is crucial to emulating the success AI is achieving in other domains. It is important that AI methods do not exacerbate existing socio-economic, racial, and ethnic disparities. Genomic data standards are critical to effectively scale such technologies across institutions. With so much uncertainty, complexity and novelty in genomics and medicine, and with an evolving regulatory environment, the current focus should be on using these technologies in an interface with clinicians that emphasizes the value each brings to clinical decision-making.
Continuing Education: Improving Athletic Trainers’ Knowledge of Musculoskeletal Diagnostic Ultrasound Through a Physician-Led Longitudinal Ultrasound Course
Johnson, Wade O. , Jelsing, Elena J., Williams, Amanda , Pinkney, Joshua J., Asplund, Chad A., Schroeder, Allison N. , Kruse, Ryan C.

Mayo Clinic

Athletic Training Education Journal | November 17, 2023 | Volume: 18 | Issue: 4 | Pages: 234-242

10.4085/1062-6050-037.22 Get It

Context Musculoskeletal (MSK) diagnostic ultrasound (US) is increasingly being utilized by physicians to evaluate athletes in outpatient clinics, on the sidelines, and in athletic training facilities. Having a thorough understanding of MSK US will help athletic trainers (ATs) better assist physicians who perform MSK US. Objective To determine if a longitudinal 6-month MSK anatomy and US course would increase ATs’ ability to acquire, label, and optimize US images of normal structures and improve their overall confidence in assisting with performing US and to determine if demographic factors, work-related factors, or higher self-reported confidence was associated with better performance. Design Prospective cohort study. Setting Academic institution. Other Participants Seventeen ATs working with sports medicine physicians at 3 institutions. Interventions Longitudinal 6-month MSK anatomy and US course. Main Outcome Measures Ultrasound image scores (normal structures scored on a 5-point scale) were assessed precourse, during the course, and postcourse. Scores were compared across time points for the assessed body regions (knee, ankle/foot, shoulder, elbow/wrist/hand, and hip). Associations with demographic factors, US experience, and AT self-reported confidence were explored. Results Seventeen ATs completed the course. There was a significant difference among the average overall precourse (average: 1.34/5, range: 0/5 to 4.23/5), during-course (average = 3.53/5; range, 2.6/5 to 4.37/5), and postcourse (average = 3.83/5; range, 2.33/5 to 4.67/5) image scores [χ2(2) = 24.47, P &lt; .001]. There was a significant positive correlation between the numbers of days (rs[17] = 0.62, P = .01) and hours (rs[17] = 0.55, P = .02) per week that the AT spent observing or performing US scanning and the postcourse overall image scores. The ATs’ confidence in identifying structures when they scan and postcourse overall image scores were marginally correlated but not significant (rs[17] = 0.47, P = .06). Conclusions A comprehensive longitudinal MSK diagnostic US course may have resulted in significant improvements in an AT’s ability to acquire, label, and optimize US images of normal MSK structures that are commonly injured by active persons.
Pretreatment characteristics associated with symptom reduction during group cognitive processing therapy versus exposure therapy for PTSD: an exploratory study of Veterans
Hunt, Christopher , Casas, Brooks , Chiu, Pearl H. , Smith, Lia J. , Priorello, Laura Jean , Estey, Matthew, Newsome, Mary R. , Williams, Wright , Priorello, Laura , Newsome, Mary R , Williams, M Wright , Lee, Kelly

Mayo Clinic

Cognitive Behaviour Therapy | November 16, 2023 | Volume: 53 | Issue: 1 | Pages: 70-86

10.1080/16506073.2023.2268277 | PMID 37969001 Get It

NCOG-18. CLINICAL CHARACTERISTICS OF H3.G34 DIFFUSE HEMISPHERIC GLIOMA: A CASE SERIES AND REVIEW OF THE LITERATURE
Campian, Jian , Keating, Gesina F. , Kizilbash, Sani H. , Ruff, Michael W. , Schwartz, Jonathan , Uhm, Joon H. , Atkinson, John D. , Breen, William G. , Brown, Paul D. , Mahajan, Anita , Yan, Elizabeth , Kizilbash, Sani H , Williams, Andrew Evan , Neth, Bryan J. , Lachance, Daniel Honore , Atkinson, John, Burns, Terry C. , Daniels, David J. , Nesvick, Cody L. , Parney, Ian F. , Sener, Uğur

Mayo Clinic

Neuro-Oncology | November 11, 2023 | Volume: 25 | Issue: Supplement_5 | Pages: v217-v217

10.1093/neuonc/noad179.0831 Get It

Abstract BACKGROUND Diffuse hemispheric glioma (DHG) is an uncommon infiltrating glioma, defined in the World Health Organization 2021 guidelines by a mutation in the H3F3A gene at codon 34 (H3.G34). DHG primarily affects children and young adults. Due to its rarity, there is paucity of knowledge regarding factors affecting overall survival (OS). We retrospectively assessed our institutional experience and present a review of the literature. METHODS We searched our institution’s pathology records to identify six cases of DHG. Demographic, clinical, diagnostic, treatment, and outcome data were recorded. We next searched for published articles regarding DHG cases via PubMed through May 2023. Four-hundred-fifty-four published individual cases of H3.G34 glioma were identified, 204 of which were hemispheric/supratentorial tumors with OS data reported, providing a combined 210 cases for analysis. 132 of these cases included MGMT promoter methylation status. 111 included extent of surgical resection. Kaplan-Meier and Cox regression survival analysis was performed. RESULTS Age range for DHG patients was 7-66 years (median 17). Median OS was 18.5 months (95% CI, 17-25). Greater extent of surgical resection and presence of MGMT promoter methylation were associated with better prognosis. Median OS for biopsy alone was 12 months (95% CI, 10-NA), subtotal resection was 16 months (95% CI, 14-23), and gross total resection was 27 months (95% CI 23-NA) – log-rank p&lt; 0.001. OS for MGMT promoter unmethylated was 14 months (95% CI 12-22), MGMT promoter methylated was 24 months (95% CI, 17-30) – log-rank p=0.028. Contrary to previous reports, patient age was not found to impact prognosis (using 18, 21, and 40 years as cutoffs or as a continuous variable with Cox regression). CONCLUSION Extent of surgical resection and MGMT promoter methylation status are important prognostic factors for DHG. Unlike many primary brain tumors, survival does not appear to be significantly impacted by age.