Medicine and Health Sciences Commons^™

Artificial Intelligence-Powered Pharmacovigilance: A Review Of Machine And Deep Learning In Clinical Text-Based Adverse Drug Event Detection For Benchmark Datasets, Yiming Li, Wei Tao, Zehan Li, Zenan Sun, Fang Li, Susan Fenton, Hua Xu, Cui Tao

Faculty, Staff and Student Publications

Objective: The primary objective of this review is to investigate the effectiveness of machine learning and deep learning methodologies in the context of extracting adverse drug events (ADEs) from clinical benchmark datasets. We conduct an in-depth analysis, aiming to compare the merits and drawbacks of both machine learning and deep learning techniques, particularly within the framework of named-entity recognition (NER) and relation classification (RC) tasks related to ADE extraction. Additionally, our focus extends to the examination of specific features and their impact on the overall performance of these methodologies. In a broader perspective, our research extends to ADE extraction from …

Recurrent Lymphoid And Myeloid Relapses Due To Treatment Cessations Reveal Natural History Of Ph-Positive B-All And Pose A Diagnostic Challenge, Shimin Hu, Elias J Jabbour, Collin Y Hu, Guilin Tang, Wei Wang, L Jeffrey Medeiros, Carlos Bueso-Ramos

Faculty, Staff and Student Publications

No abstract provided.

Bone Marrow-Restricted Aberrant Myeloperoxidase Expression In B-Acute Lymphoblastic Leukemia: A Diagnostic Dilemma And Mimicry Of Mixed Phenotype Acute Leukemia, Wei J Wang, Brandon T Gehris, Daniel Rivera, Sibel Ak, David Feng, Wei Wang, Zhihong Hu

Faculty, Staff and Student Publications

Myeloperoxidase (MPO) is the most specific marker of the myeloid lineage, essential for diagnosing acute myeloid leukemia and mixed phenotype acute leukemia with myeloid components. In this regard, we present a unique case of B-acute lymphoblastic leukemia (B-ALL) with isolated MPO expression in bone marrow blasts detected by flow cytometry and immunohistochemistry, while peripheral blood blasts were negative for MPO expression. In this report, our discussion encompasses diagnostic pitfalls from a laboratory testing perspective in similar cases and includes a literature review. Furthermore, we emphasize the necessity of conducting a comprehensive analysis for the accurate diagnosis of MPO-positive B-ALL cases.

Diagnostic Utility Of Immunohistochemistry In Detection Of Npm1 Mutations In Acute Myeloid Leukemia With A Patchy Distribution, Qing Wei, Sa A Wang, Sanam Loghavi, Hong Fang, L Jeffrey Medeiros, Wei Wang

Faculty, Staff and Student Publications

Nucleophosmin 1 (NPM1) mutations occur in approximately one‐third cases of adult de novo acute myeloid leukemia (AML). Identification of NPM1 mutations is important for classification, risk stratification, tailored therapy, and monitoring minimal residual disease. Mutational analysis is widely used for detecting NPM1 mutations. Immunochemistry assessing abnormal cytoplasmic localization of NPM1 protein has been used as a surrogate marker for NPM1 mutations. We present a case of AML with mutated NPM1 that was missed by sequencing analysis but detected by immunohistochemistry. This case highlights the value of immunohistochemistry in identifying NPM1 mutations in a subset of AML cases.

Alk-Positive Histiocytosis Of External Auditory Canal In A 3-Year-Old Boy, Shu-Hsien Wang, Hsuan-Ying Huang, L Jeffrey Medeiros, Kung-Chao Chang

Faculty, Staff and Student Publications

No abstract provided.

Socioeconomic Status And Chronic Health Conditions In Asian Survivors Of Adolescent And Young Adult Cancers, Amy M Berkman, Eunju Choi, Christabel K Cheung, John M Salsman, Susan K Peterson, Clark R Andersen, Qian Lu, J Andrew Livingston, Michelle A T Hildebrandt, Susan K Parsons, Michael E Roth

Faculty, Staff and Student Publications

Purpose: While there are known disparities in socioeconomic status (SES) and health outcomes among racially and ethnically minoritized adolescent and young adult (AYA; ages 15-39 years at diagnosis) cancer survivors compared with White survivors, outcomes in the Asian survivor population are understudied. To better understand the association of an AYA cancer diagnosis with SES and health outcomes within a minoritized population, the current study makes comparisons between individuals of the same race or ethnicity with and without a history of AYA cancer.

Methods: Non-Hispanic, Asian AYA cancer survivors and non-Hispanic, Asian age- and sex-matched controls were identified from self-reported data …

Temporal Changes In Treatment And Late Mortality And Morbidity In Adult Survivors Of Childhood Glioma: A Report From The Childhood Cancer Survivor Study, Peter M K De Blank, Katharine R Lange, Mengqi Xing, Sedigheh Mirzaei Salehabadi, Deokumar Srivastava, Tara M Brinkman, Kirsten K Ness, Kevin C Oeffinger, Joseph Neglia, Kevin R Krull, Paul C Nathan, Rebecca Howell, Lucie M Turcotte, Wendy Leisenring, Gregory T Armstrong, M Fatih Okcu, Daniel C Bowers

Faculty, Staff and Student Publications

Pediatric glioma therapy has evolved to delay or eliminate radiation for low-grade tumors. This study examined these temporal changes in therapy with long-term outcomes in adult survivors of childhood glioma. Among 2,501 5-year survivors of glioma in the Childhood Cancer Survivor Study diagnosed 1970-1999, exposure to radiation decreased over time. Survivors from more recent eras were at lower risk of late mortality (≥5 years from diagnosis), severe/disabling/life-threatening chronic health conditions (CHCs) and subsequent neoplasms (SNs). Adjusting for treatment exposure (surgery only, chemotherapy, or any cranial radiation) attenuated this risk (for example, CHCs (1990s versus 1970s), relative risk (95% confidence interval), …

Survival Outcomes And Toxicity Of Adjuvant Immunotherapy After Definitive Concurrent Chemotherapy With Proton Beam Radiation Therapy For Patients With Inoperable Locally Advanced Non-Small Cell Lung Carcinoma, Kelsey L Corrigan, Ting Xu, Yuki Sasaki, Ruitao Lin, Aileen B Chen, James W Welsh, Steven H Lin, Joe Y Chang, Matthew S Ning, Saumil Gandhi, Michael S O'Reilly, Carl M Gay, Mehmet Altan, Charles Lu, Tina Cascone, Efstratios Koutroumpakis, Ajay Sheshadri, Xiaodong Zhang, Li Liao, X Ronald Zhu, John V Heymach, Quynh-Nhu Nguyen, Zhongxing Liao

Faculty, Staff and Student Publications

Introduction: Adjuvant immunotherapy (IO) following concurrent chemotherapy and photon radiation therapy confers an overall survival (OS) benefit for patients with inoperable locally advanced non-small cell lung carcinoma (LA-NSCLC); however, outcomes of adjuvant IO after concurrent chemotherapy with proton beam therapy (CPBT) are unknown. We investigated OS and toxicity after CPBT with adjuvant IO versus CPBT alone for inoperable LA-NSCLC.

Materials and methods: We analyzed 354 patients with LA-NSCLC who were prospectively treated with CPBT with or without adjuvant IO from 2009 to 2021. Optimal variable ratio propensity score matching (PSM) matched CPBT with CPBT + IO patients. Survival was estimated …

Loss-Of-Function Mutation In Prmt9 Causes Abnormal Synapse Development By Dysregulation Of Rna Alternative Splicing, Lei Shen, Xiaokuang Ma, Yuanyuan Wang, Zhihao Wang, Yi Zhang, Hoang Quoc Hai Pham, Xiaoqun Tao, Yuehua Cui, Jing Wei, Dimitri Lin, Tharindumala Abeywanada, Swanand Hardikar, Levon Halabelian, Noah Smith, Taiping Chen, Dalia Barsyte-Lovejoy, Shenfeng Qiu, Yi Xing, Yanzhong Yang

Faculty, Staff and Student Publications

Protein arginine methyltransferase 9 (PRMT9) is a recently identified member of the PRMT family, yet its biological function remains largely unknown. Here, by characterizing an intellectual disability associated PRMT9 mutation (G189R) and establishing a Prmt9 conditional knockout (cKO) mouse model, we uncover an important function of PRMT9 in neuronal development. The G189R mutation abolishes PRMT9 methyltransferase activity and reduces its protein stability. Knockout of Prmt9 in hippocampal neurons causes alternative splicing of ~1900 genes, which likely accounts for the aberrant synapse development and impaired learning and memory in the Prmt9 cKO mice. Mechanistically, we discover a methylation-sensitive protein-RNA interaction between …

Oral Decitabine And Cedazuridine Plus Venetoclax For Older Or Unfit Patients With Acute Myeloid Leukaemia: A Phase 2 Study, Alexandre Bazinet, Guillermo Garcia-Manero, Nicholas Short, Yesid Alvarado, Alex Bataller, Tareq Abuasab, Rabiul Islam, Kathryn Montalbano, Ghayas Issa, Abhishek Maiti, Musa Yilmaz, Nitin Jain, Lucia Masarova, Steven Kornblau, Elias Jabbour, Guillermo Montalban-Bravo, Caitlin R Rausch, Sherry Pierce, Courtney D Dinardo, Tapan Kadia, Naval Daver, Marina Konopleva, Xuelin Huang, Hagop Kantarjian, Farhad Ravandi

Faculty, Staff and Student Publications

Background: Hypomethylating agents combined with venetoclax are effective regimens in patients with acute myeloid leukaemia who are ineligible for intensive chemotherapy. Decitabine and cedazuridine (ASTX727) is an oral formulation of decitabine that achieves equivalent area-under-curve exposure to intravenous decitabine. We performed a single centre phase 2 study to evaluate the efficacy and safety of ASTX727 plus venetoclax.

Methods: This study enrolled patients with newly diagnosed (frontline treatment group) acute myeloid leukaemia who were ineligible for intensive chemotherapy (aged ≥75 years, an Eastern Cooperative Oncology Group [ECOG] performance status of 2-3, or major comorbidities) or relapsed or refractory acute myeloid leukaemia. …

Trajectories Of Health Care Contact Days For Patients With Stage Iv Non-Small Cell Lung Cancer, Arjun Gupta, Paul Nguyen, Danielle Kain, Andrew G Robinson, Amit A Kulkarni, David H Johnson, Carolyn J Presley, Anne H Blaes, Gabrielle B Rocque, Ishani Ganguli, Christopher M Booth, Timothy P Hanna

Faculty, Staff and Student Publications

Importance: Patients with stage IV non-small cell lung cancer (NSCLC) experience substantial morbidity and mortality. Contact days (ie, the number of days with health care contact outside the home) measure how much of a person's life is consumed by health care, yet little is known about patterns of contact days for patients with NSCLC.

Objective: To describe the trajectories of contact days in patients with stage IV NSCLC and how trajectories vary by receipt of cancer-directed treatment in routine practice.

Design, setting, and participants: A retrospective, population-based decedent cohort study was conducted in Ontario, Canada. Participants included adults aged 20 …

Combined Ion Beam Irradiation Platform And 3d Fluorescence Microscope For Cellular Cancer Research, Andrew D Harken, Naresh T Deoli, Citlali Perez Campos, Brian Ponnaiya, Guy Garty, Grace S Lee, Malte J Casper, Shikhar Dhingra, Wenze Li, Gary W Johnson, Sally A Amundson, Peter W Grabham, Elizabeth M C Hillman, David J Brenner

Faculty, Staff and Student Publications

To improve particle radiotherapy, we need a better understanding of the biology of radiation effects, particularly in heavy ion radiation therapy, where global responses are observed despite energy deposition in only a subset of cells. Here, we integrated a high-speed swept confocally-aligned planar excitation (SCAPE) microscope into a focused ion beam irradiation platform to allow real-time 3D structural and functional imaging of living biological samples during and after irradiation. We demonstrate dynamic imaging of the acute effects of irradiation on 3D cultures of U87 human glioblastoma cells, revealing characteristic changes in cellular movement and intracellular calcium signaling following ionizing irradiation.

Author Correction: An Atlas Of Epithelial Cell States And Plasticity In Lung Adenocarcinoma, Guangchun Han, Ansam Sinjab, Zahraa Rahal, Anne M Lynch, Warapen Treekitkarnmongkol, Yuejiang Liu, Alejandra G Serrano, Jiping Feng, Ke Liang, Khaja Khan, Wei Lu, Sharia D Hernandez, Yunhe Liu, Xuanye Cao, Enyu Dai, Guangsheng Pei, Jian Hu, Camille Abaya, Lorena I Gomez-Bolanos, Fuduan Peng, Minyue Chen, Edwin R Parra, Tina Cascone, Boris Sepesi, Seyed Javad Moghaddam, Paul Scheet, Marcelo V Negrao, John V Heymach, Mingyao Li, Steven M Dubinett, Christopher S Stevenson, Avrum E Spira, Junya Fujimoto, Luisa M Solis, Ignacio I Wistuba, Jichao Chen, Linghua Wang, Humam Kadara

Faculty, Staff and Student Publications

No abstract provided.

Intraprocedural Versus Initial Follow-Up Minimal Ablative Margin Assessment After Colorectal Liver Metastasis Thermal Ablation: Which One Better Predicts Local Outcomes?, Yuan-Mao Lin, Iwan Paolucci, Jessica Albuquerque Marques Silva, Caleb S O'Connor, Bryan M Fellman, Aaron K Jones, Joshua D Kuban, Steven Y Huang, Zeyad A Metwalli, Kristy K Brock, Bruno C Odisio

Faculty, Staff and Student Publications

Objectives: The aim of this study was to investigate the prognostic value of 3-dimensional minimal ablative margin (MAM) quantified by intraprocedural versus initial follow-up computed tomography (CT) in predicting local tumor progression (LTP) after colorectal liver metastasis (CLM) thermal ablation.

Materials and methods: This single-institution, patient-clustered, tumor-based retrospective study included patients undergoing microwave and radiofrequency ablation between 2016 and 2021. Patients without intraprocedural and initial follow-up contrast-enhanced CT, residual tumors, or with follow-up less than 1 year without LTP were excluded. Minimal ablative margin was quantified by a biomechanical deformable image registration method with segmentations of CLMs on intraprocedural preablation …

Clinical Management, Monitoring, And Prophylaxis Of Adverse Events Of Special Interest Associated With Datopotamab Deruxtecan, Rebecca S Heist, Jacob Sands, Aditya Bardia, Toshio Shimizu, Aaron Lisberg, Ian Krop, Noboru Yamamoto, Takahiro Kogawa, Saba Al-Hashimi, Simon S M Fung, Anat Galor, Francesca Pisetzky, Priyanka Basak, Cindy Lau, Funda Meric-Bernstam

Faculty, Staff and Student Publications

Antibody drug conjugates (ADCs) are an emerging class of treatments designed to improve efficacy and decrease toxicity compared with other systemic therapies through the selective delivery of cytotoxic agents to tumor cells. Datopotamab deruxtecan (Dato-DXd) is a novel ADC comprising a topoisomerase I inhibitor payload and a monoclonal antibody directed to trophoblast cell-surface antigen 2 (TROP2), a protein that is broadly expressed in several types of solid tumors. Dato-DXd is being investigated across multiple solid tumor indications. In the ongoing, first-in-human TROPION-PanTumor01 phase I study (ClinicalTrials.gov: NCT03401385), encouraging and durable antitumor activity and a manageable safety profile was demonstrated in …

Surgical Outcomes After Chemotherapy Plus Nivolumab And Chemotherapy Plus Nivolumab And Ipilimumab In Patients With Non-Small Cell Lung Cancer, Hope Feldman, Boris Sepesi, Cheuk H Leung, Heather Lin, Annikka Weissferdt, Apar Pataer, William N William, Garrett L Walsh, David C Rice, Jack A Roth, Reza J Mehran, Wayne L Hofstetter, Mara B Antonoff, Ravi Rajaram, Don L Gibbons, J Jack Lee, John V Heymach, Ara A Vaporciyan, Stephen G Swisher, Tina Cascone

Faculty, Staff and Student Publications

Objective: Chemotherapy plus nivolumab is the standard of care neoadjuvant treatment for patients with resectable stage IB to IIIA non-small cell lung cancer. The influence of dual checkpoint blockade with chemotherapy on surgical outcomes remains unknown. We aimed to determine operative complexity and perioperative outcomes associated with neoadjuvant chemotherapy and nivolumab with or without ipilimumab.

Methods: A total of 44 patients with stage IB (≥4 cm) to IIIA non-small cell lung cancer were treated on sequential platform arms of the NEOSTAR trial. A total of 22 patients were treated with nivolumab + chemotherapy, and 22 patients were treated with ipilimumab …

Neuroendocrine Neoplasms Of The Ovary: A Review Of 63 Cases, Alejandra Flores Legarreta, Reem Saab, Naomi R Gonzales, Gary B Chisholm, Shannon N Westin, R Tyler Hillman, Michael Frumovitz

Faculty, Staff and Student Publications

Objective: To describe the clinicopathological characteristics and survival outcomes of ovarian neuroendocrine neoplasms from a curated registry.

Methods: This is a retrospective cross-sectional study of patients in our registry with confirmed ovarian neuroendocrine neoplasms. We excluded patients with small cell carcinoma not otherwise specified, small cell hypercalcemic type, and those with neuroendocrine 'features' or 'differentiation.' Clinicopathological characteristics were described in two separate groups: patients with carcinoid tumors and patients with neuroendocrine carcinomas. Progression-free and overall survival were estimated with the Kaplan-Meier product-limit estimator in these two groups, and multivariable analysis was done to identify predictors of survival for neuroendocrine carcinomas …

Sting-Activating Cyclic Dinucleotide-Manganese Nanoparticles Evoke Robust Immunity Against Acute Myeloid Leukemia, Marisa E Aikins, Xiaoqi Sun, Hannah Dobson, Xingwu Zhou, Yao Xu, Yu Leo Lei, James J Moon

Faculty, Staff and Student Publications

Acute myeloid leukemia (AML) is one of the most common types of leukemia in adults with a 5-year survival rate of 30.5%. These poor patient outcomes are attributed to tumor relapse, stemming from ineffective innate immune activation, T cell tolerance, and a lack of immunological memory. Thus, new strategies are needed to activate innate and effector immune cells and evoke long-term immunity against AML. One approach to address these issues is through Stimulator of Interferon Genes (STING) pathway activation, which produces Type I Interferons (Type I IFN) critical for innate and adaptive immune activation. Here, we report that systemic immunotherapy …

Cytogenetic And Molecular Associations With Outcomes In Higher-Risk Myelodysplastic Syndromes Treated With Hypomethylating Agents Plus Venetoclax, Alexandre Bazinet, Sai Prasad Desikan, Ziyi Li, Juan Jose Rodriguez-Sevilla, Sangeetha Venugopal, Samuel Urrutia, Guillermo Montalban-Bravo, Koji Sasaki, Kelly S Chien, Danielle Hammond, Rashmi Kanagal-Shamanna, Irene Ganan-Gomez, Tapan M Kadia, Gautam Borthakur, Courtney D Dinardo, Naval G Daver, Elias J Jabbour, Farhad Ravandi, Hagop Kantarjian, Guillermo Garcia-Manero

Faculty, Staff and Student Publications

Purpose: Hypomethylating agents (HMA) combined with venetoclax are an emerging therapeutic strategy for higher-risk myelodysplastic syndromes (HR-MDS). The cytogenetic and molecular factors associated with outcomes with this combination for HR-MDS are incompletely understood.

Experimental design: We pooled patient data from 3 prospective trials evaluating HMA-venetoclax in HR-MDS to study associations between cytogenetic and molecular factors and overall response rate (ORR), overall survival (OS), and event-free survival (EFS). The Kaplan-Meier method was used to estimate time-to-event endpoints. Univariate and multivariate analyses using logistic regression (for ORR) or the Cox proportional hazards model (for OS and EFS) were used to identify associations …

Analysis Of Microbiome Data, Christine B Peterson, Satabdi Saha, Kim-Anh Do

Faculty, Staff and Student Publications

The microbiome represents a hidden world of tiny organisms populating not only our surroundings but also our own bodies. By enabling comprehensive profiling of these invisible creatures, modern genomic sequencing tools have given us an unprecedented ability to characterize these populations and uncover their outsize impact on our environment and health. Statistical analysis of microbiome data is critical to infer patterns from the observed abundances. The application and development of analytical methods in this area require careful consideration of the unique aspects of microbiome profiles. We begin this review with a brief overview of microbiome data collection and processing and …

Prognostic Value Of Tumor Volume Doubling Time In Lung-Metastatic Adenoid Cystic Carcinoma, Eduardo A Dal Lago, Luana G Sousa, Zixi Yang, Camilla O Hoff, Flavia Bonini, Matthew Sawyer, Kaiwen Wang, Whitney Lewis, Kareem A Wahid, Ehab Y Hanna, Adel El-Naggar, Clifton D Fuller, Suprateek Kundu, Myrna Godoy, Renata Ferrarotto

Faculty, Staff and Student Publications

Objectives: Lung metastases in adenoid cystic carcinoma (ACC) usually have indolent growth and the optimal timing to start systemic therapy is not established. We assessed ACC lung metastasis tumor growth dynamics and compared the prognostic value of time to progression (TTP) and tumor volume doubling time (TVDT).

Methods: The study included ACC patients with ≥1 pulmonary metastasis (≥5 mm) and at least 2 chest computed tomography scans. Radiology assessment was performed from the first scan showing metastasis until treatment initiation or death. Up to 5 lung nodules per patient were segmented for TVDT calculation. To assess tumor growth rate (TGR), …

Exploring Ferroptosis-Inducing Therapies For Cancer Treatment: Challenges And Opportunities, Guang Lei, Boyi Gan

Faculty, Staff and Student Publications

Conventional cancer therapies typically aim to eliminate tumor cells by inducing cell death. The emergence of resistance to these standard treatments has spurred a shift in focus toward exploring alternative cell death pathways beyond apoptosis. Ferroptosis-an iron-dependent regulated cell death triggered by lipid peroxide accumulation-has gained prominence in cancer research in recent years. Ferroptosis-inducing therapies hold promise for overcoming resistance encountered with conventional treatments. However, challenges, including the lack of distinctive ferroptosis markers and the intricate role of ferroptosis within the tumor microenvironment, currently hinder the clinical translation of these therapies. This perspective article critically outlines these hurdles and highlights …

Predicting Recurrence-Free And Overall Survival For Patients With Stage Ii Melanoma: The Mia Calculator, Alexander H R Varey, Isabel Li, Mary-Ann El Sharouni, Julie Simon, Aikaterini Dedeilia, Sydney Ch'ng, Robyn P M Saw, Andrew J Spillane, Kerwin F Shannon, Thomas E Pennington, Michael Rtshiladze, Jonathan R Stretch, Omgo E Nieweg, Alexander Van Akkooi, Ryan J Sullivan, Genevieve M Boland, Jeffrey E Gershenwald, Paul J Van Diest, Richard A Scolyer, Georgina V Long, John F Thompson, Serigne N Lo

Faculty, Staff and Student Publications

Purpose: Improvements in recurrence-free survival (RFS) were demonstrated in two recent randomized trials for patients with sentinel node (SN)-negative stage IIB or IIC melanoma receiving adjuvant systemic therapy (pembrolizumab/nivolumab). However, adverse events also occurred. Accurate individualized prognostic estimates of RFS and overall survival (OS) would allow patients to more accurately weigh the risks and benefits of adjuvant therapy. Since the current American Joint Committee on Cancer eighth edition (AJCC-8) melanoma staging system focuses on melanoma-specific survival, we developed a multivariable risk prediction calculator that provides estimates of 5- and 10-year RFS and OS for these patients.

Methods: Data were extracted …

Comparison Of Comorbidity Models Within A Population-Based Cohort Of Older Adults With Non-Hodgkin Lymphoma, Max J Gordon, Zhigang Duan, Hui Zhao, Loretta Nastoupil, Swaminathan Iyer, Alessandra Ferrajoli, Alexey V Danilov, Sharon H Giordano

Faculty, Staff and Student Publications

Purpose: Compare the association of individual comorbidities, comorbidity indices, and survival in older adults with non-Hodgkin lymphoma (NHL), including in specific NHL subtypes.

Methods: Data source was SEER-Medicare, a population-based registry of adults age 65 years and older with cancer. We included all incident cases of NHL diagnosed during 2008-2017 who met study inclusion criteria. Comorbidities were classified using the three-factor risk estimate scale (TRES), Charlson comorbidity index (CCI), and National Cancer Institute (NCI) comorbidity index categories and weights. Overall survival (OS) and lymphoma-specific survival, with death from other causes treated as a competing risk, were estimated using the Kaplan-Meier …

Reduced Dose Azacitidine Plus Venetoclax As Maintenance Therapy In Acute Myeloid Leukaemia Following Intensive Or Low-Intensity Induction: A Single-Centre, Single-Arm, Phase 2 Trial, Alexandre Bazinet, Hagop Kantarjian, Alex Bataller, Naveen Pemmaraju, Gautam Borthakur, Kelly Chien, Yesid Alvarado, Prithviraj Bose, Elias Jabbour, Musa Yilmaz, Courtney Dinardo, Ghayas Issa, Guillermo Montalban-Bravo, Nicholas Short, Koji Sasaki, Debra Bull-Linderman, Naval Daver, Guillermo Garcia-Manero, Farhad Ravandi, Tapan Kadia

Faculty, Staff and Student Publications

Background: Patients with acute myeloid leukaemia have high rates of relapse, especially if they are unable to complete standard consolidation strategies or allogeneic haematopoietic stem-cell transplantation (HSCT). The phase 3 QUAZAR AML-001 study showed an overall survival benefit with oral azacitidine maintenance. The BCL2 inhibitor venetoclax is highly active in acute myeloid leukaemia and synergistic with azacitidine. We aimed to evaluate the efficacy and safety of low dose azacitidine plus venetoclax as maintenance therapy in acute myeloid leukaemia.

Methods: We performed a single-centre, single-arm, phase 2 study at the University of Texas MD Anderson Cancer Center in the USA. Eligible …

Oral Decitabine And Cedazuridine Plus Venetoclax For Older Or Unfit Patients With Acute Myeloid Leukaemia: A Phase 2 Study, Alexandre Bazinet, Guillermo Garcia-Manero, Nicholas Short, Yesid Alvarado, Alex Bataller, Tareq Abuasab, Rabiul Islam, Kathryn Montalbano, Ghayas Issa, Abhishek Maiti, Musa Yilmaz, Nitin Jain, Lucia Masarova, Steven Kornblau, Elias Jabbour, Guillermo Montalban-Bravo, Caitlin R Rausch, Sherry Pierce, Courtney D Dinardo, Tapan Kadia, Naval Daver, Marina Konopleva, Xuelin Huang, Hagop Kantarjian, Farhad Ravandi

Faculty, Staff and Student Publications

BACKGROUND: Hypomethylating agents combined with venetoclax are effective regimens in patients with acute myeloid leukaemia who are ineligible for intensive chemotherapy. Decitabine and cedazuridine (ASTX727) is an oral formulation of decitabine that achieves equivalent area-under-curve exposure to intravenous decitabine. We performed a single centre phase 2 study to evaluate the efficacy and safety of ASTX727 plus venetoclax.

METHODS: This study enrolled patients with newly diagnosed (frontline treatment group) acute myeloid leukaemia who were ineligible for intensive chemotherapy (aged ≥75 years, an Eastern Cooperative Oncology Group [ECOG] performance status of 2-3, or major comorbidities) or relapsed or refractory acute myeloid leukaemia. …

Cochlear Implantation After Head And Neck Radiation: A Case Series, Systematic Review, And Meta-Analysis, Jumah G Ahmad, Benjamin D Lovin, Anna Lee, Marc-Elie Nader, Paul W Gidley

Faculty, Staff and Student Publications

Objective: To determine if cochlear implant (CI) is safe and effective in patients with radiation therapy (XRT)-induced sensorineural hearing loss and to discuss considerations in this population through a retrospective cohort review, systematic review, and meta-analysis.

Databases reviewed: PubMed, Cochrane Library, and Embase.

Methods: We retrospectively reviewed all CI cases after head and neck (HN) XRT at our institution, noting intraoperative findings, postoperative complications, and hearing outcomes. Change in speech discrimination scores (SDSs) was the primary outcome measure. Systematic review was performed to identify all cases of CI after HNXRT. A meta-analysis was performed to assess SDS change.

Results: The …

Developing Deep Learning-Based Strategies To Predict The Risk Of Hepatocellular Carcinoma Among Patients With Nonalcoholic Fatty Liver Disease From Electronic Health Records, Zhao Li, Lan Lan, Yujia Zhou, Ruoxing Li, Kenneth D Chavin, Hua Xu, Liang Li, David J H Shih, W Jim Zheng

Faculty, Staff and Student Publications

OBJECTIVE: The accuracy of deep learning models for many disease prediction problems is affected by time-varying covariates, rare incidence, covariate imbalance and delayed diagnosis when using structured electronic health records data. The situation is further exasperated when predicting the risk of one disease on condition of another disease, such as the hepatocellular carcinoma risk among patients with nonalcoholic fatty liver disease due to slow, chronic progression, the scarce of data with both disease conditions and the sex bias of the diseases. The goal of this study is to investigate the extent to which the aforementioned issues influence deep learning performance, …

Incidence And Presenting Characteristics Of Angiosarcoma In The Us, 2001-2020, Michael J Wagner, Vinod Ravi, Stephanie K Schaub, Ed Y Kim, Jeremy Sharib, Harveshp Mogal, Min Park, Michaela Tsai, Daniela Duarte-Bateman, Anthony Tufaro, Elizabeth T Loggers, Lee D Cranmer, Bonny Chau, Michael J Hassett, Juneko Grilley-Olson, Kelly G Paulson

Faculty, Staff and Student Publications

Importance: Angiosarcoma is an aggressive vascular malignant neoplasm presenting either as a primary or secondary cancer, often arising after radiotherapy or in the context of preexisting lymphedema. Comprehensive data describing its incidence and presentation patterns are needed.

Objective: To describe the incidence, presenting characteristics, and change over time of angiosarcoma in the US.

Design, setting, and participants: This retrospective cross-sectional study used data from the US Cancer Statistics (USCS) National Program of Cancer Registries-Surveillance, Epidemiology, and End Results Combined Database, which captures more than 99% of newly diagnosed cancers in the US. The study included all 19 289 patients in …

Early Elevations Of Ras Protein Level And Activity Are Critical For The Development Of Pdac In The Context Of Inflammation, Jianjia Ma, Fanghua Gong, Eunice Kim, James Xianxing Du, Cindy Leung, Qingchun Song, Craig D Logsdon, Yongde Luo, Xiaokun Li, Weiqin Lu

Faculty, Staff and Student Publications

The KRASG12D mutation was believed to be locked in a GTP-bound form, rendering it fully active. However, recent studies have indicated that the presence of mutant KRAS alone is insufficient; it requires additional activation through inflammatory stimuli to effectively drive the development of pancreatic ductal adenocarcinoma (PDAC). It remains unclear to what extent RAS activation occurs during the development of PDAC in the context of inflammation. Here, in a mouse model with the concurrent expression of KrasG12D/+ and inflammation mediator IKK2 in pancreatic acinar cells, we showed that, compared to KRASG12D alone, the cooperative interaction between KRASG12D and IKK2 rapidly …