Medical Specialties Commons^™

Application Of Simultaneous Uncertainty Quantification And Segmentation For Oropharyngeal Cancer Use-Case With Bayesian Deep Learning, Jaakko Sahlsten, Joel Jaskari, Kareem A Wahid, Sara Ahmed, Enrico Glerean, Renjie He, Benjamin H Kann, Antti Mäkitie, Clifton D Fuller, Mohamed A Naser, Kimmo Kaski

Faculty, Staff and Student Publications

BACKGROUND: Radiotherapy is a core treatment modality for oropharyngeal cancer (OPC), where the primary gross tumor volume (GTVp) is manually segmented with high interobserver variability. This calls for reliable and trustworthy automated tools in clinician workflow. Therefore, accurate uncertainty quantification and its downstream utilization is critical.

METHODS: Here we propose uncertainty-aware deep learning for OPC GTVp segmentation, and illustrate the utility of uncertainty in multiple applications. We examine two Bayesian deep learning (BDL) models and eight uncertainty measures, and utilize a large multi-institute dataset of 292 PET/CT scans to systematically analyze our approach.

RESULTS: We show that our uncertainty-based approach …

Impact Of Risk-Based Therapy On Late Morbidity And Mortality In Neuroblastoma Survivors: A Report From The Childhood Cancer Survivor Study, Danielle Novetsky Friedman, Pamela J Goodman, Wendy M Leisenring, Lisa R Diller, Susan L Cohn, Rebecca M Howell, Susan A Smith, Emily S Tonorezos, Suzanne L Wolden, Joseph P Neglia, Kirsten K Ness, Todd M Gibson, Paul C Nathan, Lucie M Turcotte, Brent R Weil, Leslie L Robison, Kevin C Oeffinger, Gregory T Armstrong, Charles A Sklar, Tara O Henderson

Faculty, Staff and Student Publications

Background: Early efforts at risk-adapted therapy for neuroblastoma are predicted to result in differential late effects; the magnitude of these differences has not been well described.

Methods: Late mortality, subsequent malignant neoplasms (SMNs), and severe/life-threatening chronic health conditions (CHCs), graded according to CTCAE v4.03, were assessed among 5-year Childhood Cancer Survivor Study (CCSS) survivors of neuroblastoma diagnosed 1987-1999. Using age, stage at diagnosis, and treatment, survivors were classified into risk groups (low [n = 425]; intermediate [n = 252]; high [n = 245]). Standardized mortality ratios (SMRs) and standardized incidence ratios (SIRs) of SMNs were compared with matched population controls. …

Association Of Differential Censoring With Survival And Suboptimal Control Arms Among Oncology Clinical Trials, Eric J Hsu, Timothy A Lin, Dor R Dabush, Zachary Mccaw, Alex Koong, Christine Lin, Joseph Abi Jaoude, Roshal Patel, Ramez Kouzy, Molly B El Alam, Sonal Noticewala, Yumeng Yang, Alexander D Sherry, Clifton D Fuller, Charles R Thomas, Chad Tang, Pavlos Msaouel, Prajnan Das, Bo Huang, Lu Tian, Ryan Sun, J Jack Lee, Tomer Meirson, Ethan B Ludmir

Faculty, Staff and Student Publications

Differential censoring, which refers to censoring imbalance between treatment arms, may bias the interpretation of survival outcomes in clinical trials. In 146 phase III oncology trials with statistically significant time-to-event surrogate primary endpoints, we evaluated the association between differential censoring in the surrogate primary endpoints, control arm adequacy, and the subsequent statistical significance of overall survival results. Twenty-four (16%) trials exhibited differential censoring that favored the control arm, whereas 15 (10%) exhibited differential censoring that favored the experimental arm. Positive overall survival was more common in control arm differential censoring trials (63%) than in trials without differential censoring (37%) or …

Defining The Kras- And Erk-Dependent Transcriptome In Kras-Mutant Cancers, Jeffrey A Klomp, Jennifer E Klomp, Clint A Stalnecker, Kirsten L Bryant, A Cole Edwards, Kristina Drizyte-Miller, Priya S Hibshman, J Nathaniel Diehl, Ye S Lee, Alexis J Morales, Khalilah E Taylor, Sen Peng, Nhan L Tran, Laura E Herring, Alex W Prevatte, Natalie K Barker, Laura D Hover, Jill Hallin, Alexey Sorokin, Preeti Marie Kanikarla, Saikat Chowdhury, Oluwadara Coker, Hey Min Lee, Craig M Goodwin, Prson Gautam, Peter Olson, James G Christensen, John P Shen, Scott Kopetz, Lee M Graves, Kian-Huat Lim, Andrea Wang-Gillam, Krister Wennerberg, Adrienne D Cox, Channing J Der

Faculty, Staff and Student Publications

How the KRAS oncogene drives cancer growth remains poorly understood. Therefore, we established a systemwide portrait of KRAS- and ERK-dependent gene transcription in KRAS-mutant cancer to delineate the molecular mechanisms of growth and of inhibitor resistance. Unexpectedly, our KRAS-dependent gene signature diverges significantly from the frequently cited Hallmark KRAS signaling gene signature, is driven predominantly through the ERK mitogen-activated protein kinase (MAPK) cascade, and accurately reflects KRAS- and ERK-regulated gene transcription in KRAS-mutant cancer patients. Integration with our ERK-regulated phospho- and total proteome highlights ERK deregulation of the anaphase promoting complex/cyclosome and other components of the cell cycle machinery as …

How Context Links To Best Practice Use In Long-Term Care Homes: A Mixed Methods Study, Yinfei Duan, Jing Wang, Holly J Lanham, Whitney Berta, Stephanie A Chamberlain, Matthias Hoben, Katharina Choroschun, Alba Iaconi, Yuting Song, Janelle Santos Perez, Shovana Shrestha, Anna Beeber, Ruth A Anderson, Leslie Hayduk, Greta G Cummings, Peter G Norton, Carole A Estabrooks

Faculty, Staff and Student Publications

Background: Context (work environment) plays a crucial role in implementing evidence-based best practices within health care settings. Context is multi-faceted and its complex relationship with best practice use by care aides in long-term care (LTC) homes are understudied. This study used an innovative approach to investigate how context elements interrelate and influence best practice use by LTC care aides.

Methods: In this secondary analysis study, we combined coincidence analysis (a configurational comparative method) and qualitative analysis to examine data collected through the Translating Research in Elder Care (TREC) program. Coincidence analysis of clinical microsystem (care unit)-level data aggregated from a …

Integrative Multi-Omics Analyses To Identify The Genetic And Functional Mechanisms Underlying Ovarian Cancer Risk Regions, Eileen O Dareng, Simon G Coetzee, Jonathan P Tyrer, Pei-Chen Peng, Will Rosenow, Stephanie Chen, Brian D Davis, Felipe Segato Dezem, Ji-Heui Seo, Robbin Nameki, Alberto L Reyes, Katja K H Aben, Hoda Anton-Culver, Natalia N Antonenkova, Gerasimos Aravantinos, Elisa V Bandera, Laura E Beane Freeman, Matthias W Beckmann, Alicia Beeghly-Fadiel, Javier Benitez, Marcus Q Bernardini, Line Bjorge, Amanda Black, Natalia V Bogdanova, Kelly L Bolton, James D Brenton, Agnieszka Budzilowska, Ralf Butzow, Hui Cai, Ian Campbell, Rikki Cannioto, Jenny Chang-Claude, Stephen J Chanock, Kexin Chen, Georgia Chenevix-Trench, Aocs Group, Yoke-Eng Chiew, Linda S Cook, Anna Defazio, Joe Dennis, Jennifer A Doherty, Thilo Dörk, Andreas Du Bois, Matthias Dürst, Diana M Eccles, Gabrielle Ene, Peter A Fasching, James M Flanagan, Renée T Fortner, Florentia Fostira, Aleksandra Gentry-Maharaj, Graham G Giles, Marc T Goodman, Jacek Gronwald, Christopher A Haiman, Niclas Håkansson, Florian Heitz, Michelle A T Hildebrandt, Estrid Høgdall, Claus K Høgdall, Ruea-Yea Huang, Allan Jensen, Michael E Jones, Daehee Kang, Beth Y Karlan, Anthony N Karnezis, Linda E Kelemen, Catherine J Kennedy, Elza K Khusnutdinova, Lambertus A Kiemeney, Susanne K Kjaer, Jolanta Kupryjanczyk, Marilyne Labrie, Diether Lambrechts, Melissa C Larson, Nhu D Le, Jenny Lester, Lian Li, Jan Lubiński, Michael Lush, Jeffrey R Marks, Keitaro Matsuo, Taymaa May, John R Mclaughlin, Iain A Mcneish, Usha Menon, Stacey Missmer, Francesmary Modugno, Melissa Moffitt, Alvaro N Monteiro, Kirsten B Moysich, Steven A Narod, Tu Nguyen-Dumont, Kunle Odunsi, Håkan Olsson, N Charlotte Onland-Moret, Sue K Park, Tanja Pejovic, Jennifer B Permuth, Anna Piskorz, Darya Prokofyeva, Marjorie J Riggan, Harvey A Risch, Cristina Rodríguez-Antona, Mary Anne Rossing, Dale P Sandler, V Wendy Setiawan, Kang Shan, Honglin Song, Melissa C Southey, Helen Steed, Rebecca Sutphen, Anthony J Swerdlow, Soo Hwang Teo, Kathryn L Terry, Pamela J Thompson, Liv Cecilie Vestrheim Thomsen, Linda Titus, Britton Trabert, Ruth Travis, Shelley S Tworoger, Ellen Valen, Els Van Nieuwenhuysen, Digna Velez Edwards, Robert A Vierkant, Penelope M Webb, Opal Study Group, Clarice R Weinberg, Rayna Matsuno Weise, Nicolas Wentzensen, Emily White, Stacey J Winham, Alicja Wolk, Yin-Ling Woo, Anna H Wu, Li Yan, Drakoulis Yannoukakos, Nur Zeinomar, Wei Zheng, Argyrios Ziogas, Andrew Berchuck, Ellen L Goode, David G Huntsman, Celeste L Pearce, Susan J Ramus, Thomas A Sellers, Ovarian Cancer Association Consortium (Ocac), Matthew L Freedman, Kate Lawrenson, Joellen M Schildkraut, Dennis Hazelett, Jasmine T Plummer, Siddhartha Kar, Michelle R Jones, Paul D P Pharoah, Simon A Gayther

Faculty, Staff and Student Publications

To identify credible causal risk variants (CCVs) associated with different histotypes of epithelial ovarian cancer (EOC), we performed genome-wide association analysis for 470,825 genotyped and 10,163,797 imputed SNPs in 25,981 EOC cases and 105,724 controls of European origin. We identified five histotype-specific EOC risk regions (p value < 5 × 10-8) and confirmed previously reported associations for 27 risk regions. Conditional analyses identified an additional 11 signals independent of the primary signal at six risk regions (p value < 10-5). Fine mapping identified 4,008 CCVs in these regions, of which 1,452 CCVs were located in ovarian cancer-related chromatin marks with significant enrichment in active enhancers, active promoters, and active regions for CCVs from each EOC histotype. Transcriptome-wide association and colocalization analyses across histotypes using tissue-specific and cross-tissue datasets identified 86 candidate susceptibility genes in known EOC risk regions and 32 genes in 23 additional genomic regions that may represent novel EOC risk loci (false discovery rate < 0.05). Finally, by integrating genome-wide HiChIP interactome analysis with transcriptome-wide association study (TWAS), variant effect predictor, transcription factor ChIP-seq, and motifbreakR data, we identified candidate gene-CCV interactions at each locus. This included risk loci where TWAS identified one or more candidate susceptibility genes (e.g., HOXD-AS2, HOXD8, and HOXD3 at 2q31) and other loci where no candidate gene was identified (e.g., MYC and PVT1 at 8q24) by TWAS. In summary, this study describes a functional framework and provides a greater understanding of the biological significance of risk alleles and candidate gene targets at EOC susceptibility loci identified by a genome-wide association study.

Clinical Practice Guidelines For The Care Of Girls And Women With Turner Syndrome, Claus H Gravholt, Niels H Andersen, Sophie Christin-Maitre, Shanlee M Davis, Anthonie Duijnhouwer, Aneta Gawlik, Andrea T Maciel-Guerra, Iris Gutmark-Little, Kathrin Fleischer, David Hong, Karen O Klein, Siddharth K Prakash, Roopa Kanakatti Shankar, David E Sandberg, Theo C J Sas, Anne Skakkebæk, Kirstine Stochholm, Janielle A Van Der Velden, International Turner Syndrome Consensus Group, Philippe F Backeljauw

Faculty, Staff and Student Publications

Turner syndrome (TS) affects 50 per 100 000 females. TS affects multiple organs through all stages of life, necessitating multidisciplinary care. This guideline extends previous ones and includes important new advances, within diagnostics and genetics, estrogen treatment, fertility, co-morbidities, and neurocognition and neuropsychology. Exploratory meetings were held in 2021 in Europe and United States culminating with a consensus meeting in Aarhus, Denmark in June 2023. Prior to this, eight groups addressed important areas in TS care: (1) diagnosis and genetics, (2) growth, (3) puberty and estrogen treatment, (4) cardiovascular health, (5) transition, (6) fertility assessment, monitoring, and counselling, (7) health …

A Multilevel Intervention To Promote Hpv Vaccination Among Young Adults In Texas: Protocol For A Randomized Controlled Trial, Qian Lu, Lenna Dawkins-Moultin, Dalnim Cho, Naomi Q P Tan, Suellen Hopfer, Yisheng Li, Lois Ramondetta, Yusi Xu, Di Lun, Minxing Chen

Faculty, Staff and Student Publications

Background: Human papillomavirus (HPV) infections can cause cancers of the cervix, vagina, vulva, penis, anus, and oropharynx. The most recently approved HPV vaccine, Gardasil-9, protects against HPV infection and can prevent HPV-associated invasive cancers. However, Gardasil-9 is one of the most underused vaccines in the US today. Young adults are at risk for HPV infection, but many are not vaccinated. This study uses a randomized controlled trial (RCT) to test an innovative multilevel intervention to increase HPV vaccination rates among young adults. In this paper, we describe the research protocol.

Methods: The study uses a two by three factorial design. …

Piga Mutations And Glycosylphosphatidylinositol Anchor Dysregulation In Polyposis-Associated Duodenal Tumorigenesis, Elena Meuser, Kyle Chang, Angharad Walters, Joanna J Hurley, Hannah D West, Iain Perry, Matthew Mort, Laura Reyes-Uribe, Rebekah Truscott, Nicholas Jones, Rachel Lawrence, Gareth Jenkins, Peter Giles, Sunil Dolwani, Bilal Al-Sarireh, Neil Hawkes, Emma Short, Geraint T Williams, Melissa W Taggart, Kim Luetchford, Patrick M Lynch, Diantha Terlouw, Maartje Nielsen, Sarah-Jane Walton, Andrew Latchford, Susan K Clark, Julian R Sampson, Eduardo Vilar, Laura E Thomas

Faculty, Staff and Student Publications

The pathogenesis of duodenal tumors in the inherited tumor syndromes familial adenomatous polyposis (FAP) and MUTYH-associated polyposis (MAP) is poorly understood. This study aimed to identify genes that are significantly mutated in these tumors and to explore the effects of these mutations. Whole exome and whole transcriptome sequencing identified recurrent somatic coding variants of phosphatidylinositol N-acetylglucosaminyltransferase subunit A (PIGA) in 19/70 (27%) FAP and MAP duodenal adenomas, and further confirmed the established driver roles for APC and KRAS. PIGA catalyzes the first step in glycosylphosphatidylinositol (GPI) anchor biosynthesis. Flow cytometry of PIGA-mutant adenoma-derived and CRISPR-edited duodenal organoids confirmed loss of …

Development Of A Novel Comprehensive Hepatocellular Carcinoma Outcome Prognostic Scoring System With Integration Of Imaging Features, Hop S Tran Cao, Russell G Witt, Khaled M Elsayes, Ali A Baiomy, Lianchun Xiao, Sarah Palmquist, Sunyoung S Lee, Yehia I Mohamed, Armeen Mahvash, Ching-Wei D Tzeng, Yun Shin Chun, Eugene Jon Koay, Asif Rashid, Manal M Hassan, James C Yao, Jean-Nicolas Vauthey, Ahmed O Kaseb

Faculty, Staff and Student Publications

Background: Accurate prognostic stratification of hepatocellular carcinoma (HCC) is vital for clinical trial enrollment and treatment allocation. Multiple scoring systems have been created to predict patient survival, but no standardized scoring systems account for radiologic tumor features. We sought to create a generalizable scoring system for HCC which incorporates standardized radiologic tumor features and more accurately predicts overall survival (OS) than established systems.

Methods: Clinicopathologic parameters were collected from a prospectively collected cohort of patients with HCC treated at a single institution. Imaging studies were evaluated for tumor characteristics. Patients were randomly divided into a training set for identification of …

Maintenance Pembrolizumab Therapy In Patients With Metastatic Her2-Negative Breast Cancer With Prior Response To Chemotherapy, Toshiaki Iwase, Evan N Cohen, Hui Gao, Angela Alexander, Megumi Kai, Vivian Chiv, Xiaoping Wang, Savitri Krishnamurthy, Diane Liu, Yu Shen, Kumiko Kida, Alexandre Reuben, Rachel M Layman, David L Ramirez, Debasish Tripathy, Stacy L Moulder, Clinton Yam, Vicente Valero, Bora Lim, James M Reuben, Naoto T Ueno

Faculty, Staff and Student Publications

Purpose: Accumulating toxicities hinder indefinite chemotherapy for many patients with metastatic/recurrent HER2-negative breast cancer. We conducted a phase II trial of pembrolizumab monotherapy following induction chemotherapy to determine the efficacy of maintenance immunotherapy in patients with metastatic HER2-negative inflammatory breast cancer (IBC) and non-IBC triple-negative breast cancer (TNBC) and a biomarker study.

Patients and methods: Patients with a complete response, partial response, or stable disease (SD) after at least three cycles of chemotherapy for HER2-negative breast cancer received pembrolizumab, regardless of programmed death-ligand 1 expression. Pembrolizumab (200 mg) was administered every 3 weeks until disease progression, intolerable toxicity, or 2 …

Cell-Free Dna Concentration As A Biomarker Of Response And Recurrence In Her2-Negative Breast Cancer Receiving Neoadjuvant Chemotherapy, Mark Jesus M Magbanua, Ziad Ahmed, Rosalyn W Sayaman, Lamorna Brown Swigart, Gillian L Hirst, Christina Yau, Denise M Wolf, Wen Li, Amy L Delson, Jane Perlmutter, Paula Pohlmann, W Fraser Symmans, Douglas Yee, Nola M Hylton, Laura J Esserman, Angela M Demichele, Hope S Rugo, Laura J Van 'T Veer

Faculty, Staff and Student Publications

Purpose: We previously demonstrated the clinical significance of circulating tumor DNA (ctDNA) in patients with HER2-negative breast cancer receiving neoadjuvant chemotherapy (NAC). Here, we compared its predictive and prognostic value with cell-free DNA (cfDNA) concentration measured in the same samples from the same patients.

Experimental design: 145 patients with hormone receptor (HR)-positive/HER2-negative and 138 triple-negative breast cancer (TNBC) with ctDNA data from a previous study were included in the analysis. Associations of serial cfDNA concentration with residual cancer burden (RCB) and distant recurrence-free survival (DRFS) were examined.

Results: In TNBC, we observed a modest negative correlation between cfDNA concentration 3 …

Efficacy And Safety Of Adagrasib Plus Cetuximab In Patients With Krasg12c-Mutated Metastatic Colorectal Cancer, Rona Yaeger, Nataliya V Uboha, Meredith S Pelster, Tanios S Bekaii-Saab, Minal Barve, Joel Saltzman, Joshua K Sabari, Julio A Peguero, Andrew Scott Paulson, Pasi A Jänne, Marcia Cruz-Correa, Kenna Anderes, Karen Velastegui, Xiaohong Yan, Hirak Der-Torossian, Samuel J Klempner, Scott E Kopetz

Faculty, Staff and Student Publications

Adagrasib, an irreversible, selective KRASG12C inhibitor, may be an effective treatment in KRASG12C-mutated colorectal cancer, particularly when combined with an anti-EGFR antibody. In this analysis of the KRYSTAL-1 trial, patients with previously treated KRASG12C-mutated unresectable or metastatic colorectal cancer received adagrasib (600 mg twice daily) plus cetuximab. The primary endpoint was objective response rate (ORR) by blinded independent central review. Ninety-four patients received adagrasib plus cetuximab. With a median follow-up of 11.9 months, ORR was 34.0%, disease control rate was 85.1%, and median duration of response was 5.8 months (95% confidence interval [CI], 4.2-7.6). Median progression-free survival was 6.9 months …

Telomere Dysfunction Alters Intestinal Stem Cell Dynamics To Promote Cancer, Kyle A Labella, Wen-Hao Hsu, Jiexi Li, Yutao Qi, Yonghong Liu, Jingjing Liu, Chia-Chin Wu, Yang Liu, Zingzhi Song, Yiyun Lin, Jonathan M Blecher, Shan Jiang, Xiaoying Shang, Jincheng Han, Denise J Spring, Jianhua Zhang, Yan Xia, Ronald A Depinho

Faculty, Staff and Student Publications

Telomere dynamics are linked to aging hallmarks, and age-associated telomere loss fuels the development of epithelial cancers. In Apc-mutant mice, the onset of DNA damage associated with telomere dysfunction has been shown to accelerate adenoma initiation via unknown mechanisms. Here, we observed that Apc-mutant mice engineered to experience telomere dysfunction show accelerated adenoma formation resulting from augmented cell competition and clonal expansion. Mechanistically, telomere dysfunction induces the repression of EZH2, resulting in the derepression of Wnt antagonists, which causes the differentiation of adjacent stem cells and a relative growth advantage to Apc-deficient telomere dysfunctional cells. Correspondingly, in this mouse model, …

Klrg1 Cell Depletion As A Novel Therapeutic Strategy In Patients With Mature T-Cell Lymphoma Subtypes, Bimarzhan Assatova, Robert Willim, Christopher Trevisani, Garrett Haskett, Khyati Maulik Kariya, Kusha Chopra, Sung Rye Park, Michael Yevgeniy Tolstorukov, Sean M Mccabe, Jessica Duffy, Abner Louissaint, Jani Huuhtanen, Dipabarna Bhattacharya, Satu Mustjoki, Min Jung Koh, Foster Powers, Elizabeth A Morgan, Lei Yang, Brandy Pinckney, Matthew J Cotton, Andrew Crabbe, Jessica Beth Ziemba, Ian Brain, Tayla B Heavican-Foral, Javeed Iqbal, Ronald Nemec, Anna Baird Rider, Josie Germain Ford, Min Ji Koh, Nora Scanlan, David J Feith, Thomas P Loughran, Won Seog Kim, Jaehyuk Choi, Juliette Roels, Lena Boehme, Tom Putteman, Tom Taghon, Jeffrey A Barnes, P Connor Johnson, Eric D Jacobsen, Steven A Greenberg, David M Weinstock, Salvia Jain

Faculty, Staff and Student Publications

Purpose: Develop a novel therapeutic strategy for patients with subtypes of mature T-cell and NK-cell neoplasms.

Experimental design: Primary specimens, cell lines, patient-derived xenograft models, commercially available, and proprietary anti-KLRG1 antibodies were used for screening, target, and functional validation.

Results: Here we demonstrate that surface KLRG1 is highly expressed on tumor cells in subsets of patients with extranodal NK/T-cell lymphoma (ENKTCL), T-prolymphocytic leukemia (T-PLL), and gamma/delta T-cell lymphoma (G/D TCL). The majority of the CD8+/CD57+ or CD3-/CD56+ leukemic cells derived from patients with T- and NK-large granular lymphocytic leukemia (T-LGLL and NK-LGLL), respectively, expressed surface KLRG1. The humanized afucosylated anti-KLRG1 …

Update On Cancer Predisposition Syndromes And Surveillance Guidelines For Childhood Brain Tumors, Jordan R Hansford, Anirban Das, Rose B Mcgee, Yoshiko Nakano, Jack Brzezinski, Sarah R Scollon, Surya P Rednam, Jaclyn Schienda, Orli Michaeli, Sun Young Kim, Mary-Louise C Greer, Rosanna Weksberg, Douglas R Stewart, William D Foulkes, Uri Tabori, Kristian W Pajtler, Stefan M Pfister, Garrett M Brodeur, Junne Kamihara

Faculty, Staff and Students Publications

Tumors of the central nervous system (CNS) comprise the second most common group of neoplasms in childhood. The incidence of germline predisposition among children with brain tumors continues to grow as our knowledge on disease etiology increases. Some children with brain tumors may present with nonmalignant phenotypic features of specific syndromes (e.g., nevoid basal cell carcinoma syndrome, neurofibromatosis type 1 and type 2, DICER1 syndrome, and constitutional mismatch-repair deficiency), while others may present with a strong family history of cancer (e.g., Li-Fraumeni syndrome) or with a rare tumor commonly found in the context of germline predisposition (e.g., rhabdoid tumor predisposition …

Deformable Motion Compensation In Interventional Cone-Beam Ct With A Context-Aware Learned Autofocus Metric, Heyuan Huang, Yixuan Liu, Jeffrey H Siewerdsen, Alexander Lu, Yicheng Hu, Wojciech Zbijewski, Mathias Unberath, Clifford R Weiss, Alejandro Sisniega

Faculty, Staff and Student Publications

Purpose: Interventional Cone-Beam CT (CBCT) offers 3D visualization of soft-tissue and vascular anatomy, enabling 3D guidance of abdominal interventions. However, its long acquisition time makes CBCT susceptible to patient motion. Image-based autofocus offers a suitable platform for compensation of deformable motion in CBCT, but it relies on handcrafted motion metrics based on first-order image properties and that lack awareness of the underlying anatomy. This work proposes a data-driven approach to motion quantification via a learned, context-aware, deformable metric, VIFDL , that quantifies the amount of motion degradation as well as the realism of the structural anatomical content in the image. …

Purkinje Cell Dysfunction Causes Disrupted Sleep In Ataxic Mice, Luis E Salazar Leon, Amanda M Brown, Heet Kaku, Roy V Sillitoe

Duncan NRI Faculty and Staff Publications

Purkinje cell dysfunction disrupts movement and causes disorders such as ataxia. Recent evidence suggests that Purkinje cell dysfunction may also alter sleep regulation. Here, we used an ataxic mouse model generated by silencing Purkinje cell neurotransmission (L7Cre;Vgatfx/fx) to better understand how cerebellar dysfunction impacts sleep physiology. We focused our analysis on sleep architecture and electrocorticography (ECoG) patterns based on their relevance to extracting physiological measurements during sleep. We found that circadian activity was unaltered in the mutant mice, although their sleep parameters and ECoG patterns were modified. The L7Cre;Vgatfx/fx mutant mice had decreased wakefulness and rapid eye movement (REM) sleep, …

Evaluations Of An Early Change In Tumor Pathophysiology In Response To Radiotherapy With Oxygen Enhanced Electron Paramagnetic Resonance Imaging (Oe Epri), Tianzhe Li, Grace A Murley, Xiaofei Liang, Renee L Chin, Jorge De La Cerda, F William Schuler, Mark D Pagel

Faculty, Staff and Student Publications

Purpose: Electron Paramagnetic Resonance Imaging (EPRI) can image the partial pressure of oxygen (pO2) within in vivo tumor models. We sought to develop Oxygen Enhanced (OE) EPRI that measures tumor pO2 with breathing gases of 21% O2 (pO221%) and 100% O2 (pO2100%), and the differences in pO2 between breathing gases (ΔpO2). We applied OE EPRI to study the early change in tumor pathophysiology in response to radiotherapy in two tumor models of pancreatic cancer.

Procedures: We developed a protocol that intraperitoneally administered OX071, a trityl radical contrast agent, and then acquired anatomical MR images to localize the tumor. Subsequently, we …

Characteristics And Outcomes Of Acute Myeloid Leukaemia Patients With Baseline Cd7 Expression, Wei-Ying Jen, Koji Sasaki, Sanam Loghavi, Sa A Wang, Wei Qiao, Gautam Borthakur, Farhad Ravandi, Tapan M Kadia, Ghayas C Issa, Nicholas J Short, Musa Yilmaz, Naval G Daver, Courtney D Dinardo

Faculty, Staff and Student Publications

Targeted therapy development for acute myeloid leukaemia (AML) requires an understanding of specific expression profiles. We collected flow cytometry data on 901 AML patients and recorded aberrant CD7 expression on leukaemic blasts. 263 (29.2%) had blasts positive for CD7. CD7+ AML was more likely to be adverse risk (64.6% vs. 55.6%, p = 0.0074) and less likely to be favourable risk (15.2% vs. 24.1%, p = 0.0074) by European LeukemiaNet 2022 criteria. Overall survival was inferior (11.9 [95% CI, 9.7-15.9] vs. 19.0 months [95% CI, 16.1-23.0], p = 0.0174). At relapse, 30.4% lost and 19.0% gained CD7, suggesting moderate instability …

Ivosidenib Significantly Reduces Triazole Levels In Patients With Acute Myeloid Leukemia And Myelodysplastic Syndrome, Ashley Dinh, J Michael Savoy, Dimitrios P Kontoyiannis, Koichi Takahashi, Ghayas C Issa, Hagop M Kantarjian, Courtney D Dinardo, Caitlin R Rausch

Faculty, Staff and Student Publications

Background: Ivosidenib is primarily metabolized by CYP3A4; however, it induces CYP450 isozymes, including CYP3A4 and CYP2C9, whereas it inhibits drug transporters, including P-glycoprotein. Patients with acute myeloid leukemia are at risk of invasive fungal infections, and therefore posaconazole and voriconazole are commonly used in this population. Voriconazole is a substrate of CYP2C9, CYP2C19, and CYP3A4; therefore, concomitant ivosidenib may result in decreased serum concentrations. Although posaconazole is a substrate of P-glycoprotein, it is metabolized primarily via UDP glucuronidation; thus, the impact of ivosidenib on posaconazole exposure is unknown.

Methods: Patients treated with ivosidenib and concomitant triazole with at least one …

Outcome Of Patients With Relapsed Acute Promyelocytic Leukemia, Koji Sasaki, Farhad Ravandi, Tapan Kadia, Courtney D Dinardo, Musa Yilmaz, Nicholas Short, Elias Jabbour, Keyur P Patel, Sanam Loghavi, Sherry Pierce, Gautam Borthakur, Hagop Kantarjian

Faculty, Staff and Student Publications

Background: The outcome of patients with acute promyelocytic leukemia (APL) has improved significantly since the introduction of all-trans retinoic acid (ATRA) and arsenic trioxide (ATO) as APL therapies. The optimal therapy for APL relapse is believed to require autologous or allogeneic stem cell transplantation (SCT) based on historical experience.

Study aims: To evaluate the outcome of patients with relapsed APL before and after the era of ATRA-ATO.

Patients and methods: We reviewed 61 patients with relapsed APL treated from November 1991 to June 2023; 31 patients (51%) received modern therapy with the combination of ATRA and ATO with and without …

Germline Predisposition In Hematologic Malignancies: Testing, Management, And Implications, Lucy A Godley, Courtney D Dinardo, Kelly Bolton

Faculty, Staff and Student Publications

Although numerous barriers for clinical germline cancer predisposition testing exist, the increasing recognition of deleterious germline DNA variants contributing to myeloid malignancy risk is yielding steady improvements in referrals for testing and testing availability. Many germline predisposition alleles are common in populations, and the increasing number of recognized disorders makes inherited myeloid malignancy risk an entity worthy of consideration for all patients regardless of age at diagnosis. Germline testing is facilitated by obtaining DNA from cultured skin fibroblasts or hair bulbs, and cascade testing is easily performed via buccal swab, saliva, or blood. Increasingly as diagnostic criteria and clinical management …

Plasmacytoid Urothelial Carcinoma Of The Urinary Bladder-A Clinicopathological And Molecular Analysis Of 52 Cases, Lan Zheng, Hui Chen, Jianping Zhao, Sinchita Roy-Chowdhuri, Ashish M Kamat, Omar Alhalabi, Jianjun Gao, Arlene Siefker-Radtke, Donna E Hansel, Bogdan Czerniak, Charles C Guo

Faculty, Staff and Student Publications

Plasmacytoid urothelial carcinoma (UC) is a rare histologic subtype of bladder cancer that is associated with an aggressive clinical behavior. We analyzed the clinicopathologic and molecular features of plasmacytoid UC in 52 patients from a single institute. The patients included 44 men and 8 women, with a mean age of 64 years (range, 41-91 years). All bladder cancers were high-grade UC, and plasmacytoid component accounted for a mean of 47% of bladder tumors (range, 5-100%). Distinct gene mutations were found in most plasmacytoid UCs (n = 49); the most common mutations were TP53 (n = 30), followed by TERT (n …

Determination Of Quality Of Life-Related Health Utilities For Surgical Complications In Ovarian Cancer, Rudy S Suidan, Charlotte C Sun, Amy K Schneider, Karen H Lu, Sharon H Giordano, Larissa A Meyer

Faculty, Staff and Student Publications

Objective: To assess the health state utilities of ovarian cancer patients, clinicians, and non-cancer controls regarding surgical complications in ovarian cancer.

Methods: Utilities for 14 surgical complications were assessed from patients with recently diagnosed or recurrent ovarian cancer, clinicians, and non-cancer controls using the visual analog scale (VAS) and time trade-off (TTO) methods. Health state utilities were converted to a 0-to-1 scale, where 0 represents the least favorable outcome and 1 represents the most favorable outcome.

Results: Fifty patients, 50 clinicians, and 50 controls participated. Median VAS scores were lower than TTO scores across all groups (p < 0.01). Patients viewed 'bleeding requiring transfusion' most favorably (VAS utility 0.75), followed in order by less favorable utility scores for hernia, thromboembolism, pleural effusion, abscess, ileus/bowel obstruction, wound infection, bowel obstruction requiring surgery, anastomotic leak requiring drain, temporary ostomy, anastomotic leak requiring surgery, genito-urinary fistula, permanent ostomy, and genito-intestinal fistula (VAS utility 0.2). Overall, clinicians perceived complications more favorably than patients by VAS (overall utility score 0.49 vs 0.43, p < 0.01), but not by the TTO. There were no differences in overall utility scores between patients and controls. Patients who had not experienced certain surgical complications had less favorable scores than patients who did (utility score for ostomy = 0.2 for patients without ostomy vs. 0.7 for patients with ostomy, p = 0.02).

Conclusions: This study …

Characterization Of Cancer Survivors Clustered By Subjective And Objective Cognitive Function Scores, Taichi Goto, Leorey N Saligan, Paul Juneau, Stephen G Gonsalves, Carielle Joy Rio, Letitia Y Graves, Diane Von Ah

Faculty, Staff and Student Publications

Background: Cancer-related cognitive impairment (CRCI) is a prevalent condition that significantly impacts the quality of life of individuals who receive cancer treatment. Clinical management of CRCI presents challenges due to the absence of a standardized assessment. This study identified clinically relevant phenotypic clusters of CRCI based on subjective and objective cognitive function scores.

Methods: In this cross-sectional study, participants were clustered using the VARCLUS™ based on subjective cognitive impairment assessed through the PROMIS® version 1.0 short-form subscales of cognitive abilities and cognitive concerns and the CANTAB Cambridge Cognition® scores, which included measures of visuospatial working memory capacity, visual episodic memory, …

Deep Learning-Based Prediction Modeling Of Major Adverse Cardiovascular Events After Liver Transplantation, Ahmed Abdelhameed, Harpreet Bhangu, Jingna Feng, Fang Li, Xinyue Hu, Parag Patel, Liu Yang, Cui Tao

Faculty, Staff and Student Publications

Objective: To validate deep learning models' ability to predict post-transplantation major adverse cardiovascular events (MACE) in patients undergoing liver transplantation (LT).

Patients and methods: We used data from Optum's de-identified Clinformatics Data Mart Database to identify liver transplant recipients between January 2007 and March 2020. To predict post-transplantation MACE risk, we considered patients' demographics characteristics, diagnoses, medications, and procedural data recorded back to 3 years before the LT procedure date (index date). MACE is predicted using the bidirectional gated recurrent units (BiGRU) deep learning model in different prediction interval lengths up to 5 years after the index date. In total, …

The Association Of Nursing Homes' Organizational Context With Care Aide Empowerment: A Cross-Sectional Study, Alba Iaconi, Matthias Hoben, Whitney Berta Phd, Yinfei Duan, Peter G Norton, Yuting Song, Stephanie A Chamberlain, Anna Beeber, Ruth A Anderson, Holly J Lanham, Janelle Perez, Jing Wang, Katharina Choroschun, Shovana Shrestha, Greta Cummings, Carole A Estabrooks

Faculty, Staff and Student Publications

Background and objectives: Organizational context is thought to influence whether care aides feel empowered, but we lack empirical evidence in the nursing home sector. Our objective was to examine the association of features of nursing homes' unit organizational context with care aides' psychological empowerment.

Research design and methods: This cross-sectional study analyzed survey data from 3765 care aides in 91 Western Canadian nursing homes. Random-intercept mixed-effects regressions were used to examine the associations between nursing home unit organizational context and care aides' psychological empowerment, controlling for care aide, care unit, and nursing home covariates.

Results: Organizational (IVs) culture, social capital, …

Unveiling Myeloid Transformation: T-Lgll With Eosinophilia Masking Myeloid-Associated Stat5b Mutation Culminating In Aml, Qianze Dong, Yang Wang, Yan Xiu, Xiaogang Wu, Stacey O'Neill, Howard Meyerson, Tobias Suske, Richard Moriggl, Shimin Hu, Wei Wang, Chen Zhao

Faculty, Staff and Student Publications

No abstract provided.

Flow Cytometry Profiling Of Plasmacytoid Dendritic Cell Neoplasms, Siba El Hussein, Wei Wang

Faculty, Staff and Student Publications

In this review, we aim to provide a summary of the diverse immunophenotypic presentations of distinct entities associated with plasmacytoid dendritic cell (pDC) proliferation. These entities include the following: (1) blastic plasmacytoid dendritic cell neoplasm (BPDCN); (2) mature pDC proliferation (MPDCP), most commonly seen in chronic myelomonocytic leukemia (CMML); and (3) myeloid neoplasms with pDC differentiation, in which pDCs show a spectrum of maturation from early immature pDCs to mature forms, most commonly seen in acute myeloid leukemia (pDC-AML). Our aim is to provide a flow cytometry diagnostic approach to these distinct and sometimes challenging entities and to clarify the …