Biomedical Informatics Commons^™

Cost-Effectiveness Of Personalized Policies For Implementing Organ-At-Risk Sparing Adaptive Radiation Therapy In Head And Neck Cancer, Seyedmohammadhossein Hosseinian, Daniel Suarez-Aguirre, Cem Dede, Raul Garcia, Lucas Mccullum, Mehdi Hemmati, Aysenur Karagoz, Abdallah S R Mohamed, Stephen Y Lai, Katherine A Hutcheson, Amy C Moreno, Kristy K Brock, Fatemeh Nosrat, Clifton D Fuller, Andrew J Schaefer

Faculty, Staff and Student Publications

Background and purpose: The principle of adaptive radiation therapy (ART) is to adjust radiation plans in response to anatomical changes during treatment. The purpose of this study was to develop a decision-making model for implementation of personalized ART that balances the costs and clinical benefits of radiation plan adaptations in head and neck cancer (HNC).

Materials and methods: Using retrospective imaging data from 52 HNC patients, a Markov decision process (MDP) model was developed to determine optimal timing for plan adaptations based on the difference in normal tissue complication probability (ΔNTCP) between planned and delivered doses to organs-at-risk. To capture …

Insulin-Like Growth Factor 2 As A Driving Force For Exponential Expansion And Differentiation Of The Neonatal Thymus, Seung Woo Kang, Bryan R Helm, Yu Wang, Shiyun Xiao, Wen Zhang, Anusha Vasudev, Ken S Lau, Qi Liu, Ellen R Richie, Laura P Hale, Nancy R Manley

Faculty, Staff and Student Publications

Like all organs, the thymus grows in size and function rapidly during development, but this growth comes to a halt after birth. However, the molecular mechanisms behind such a transition in the thymus remain obscure. Using single-cell RNA sequencing (scRNA-seq) of the murine thymic stroma, we identified that major transcriptomic changes occur in the endothelium and mesenchyme across the transition to homeostasis. Differentially expressed gene and intercellular network analyses of temporally resolved scRNA-seq data revealed fibroblast-derived insulin-like growth factor 2 (IGF2) as a candidate driving neonatal thymic expansion. We demonstrated that IGF2 activity promotes a cortical thymic epithelial cell-specific proliferation …

A New Cure Model Accounting For Longitudinal Data And Flexible Patterns Of Hazard Ratios Over Time, Can Xie, Xuelin Huang, Ruosha Li, Yu Shen, Nicholas J Short, Kapil N Bhalla

Faculty, Staff and Student Publications

With the advancement of medical treatments, many historically incurable diseases have become curable. An accurate estimation of the cure rates is of great interest. When there are no clear biomarker indicators for cure, the estimation of cure rate is intertwined with and influenced by the specification of hazard functions for uncured patients. Consequently, the commonly used proportional hazards (PH) assumption, when violated, may lead to biased cure rate estimation. Meanwhile, longitudinal biomarker measurements for individual patients are usually available. To accommodate non-PH functions and incorporate individual longitudinal biomarker trajectories, we propose a new joint model for cure, survival, and longitudinal …

Correction To: Selinexor In Combination With Carboplatin And Paclitaxel In Patients With Advanced Solid Tumors: Results Of A Single-Center, Multi-Arm Phase Ib Study, Kyaw Z Thein, Daniel D Karp, Apostolia Tsimberidou, Jing Gong, Selma Sulovic, Jatin Shah, Denái R Milton, David S Hong, Filip Janku, Lacey Mcquinn, Bettzy A Stephen, Rivka Colen, Brett W Carter, Timothy A Yap, Sarina A Piha-Paul, Siqing Fu, Funda Meric-Bernstam, Aung Naing

Faculty, Staff and Student Publications

No abstract provided.

Concurrent Bone Marrow Acute Undifferentiated Leukemia And Mediastinal T‐Lymphoblastic Lymphoma With Identical Set::Nup214 Fusion And Phf6 And Ezh2 Mutations, Qing Wei, Fatima Z Jelloul, Sa A Wang, Guilin Tang, Shaoying Li, Pei Lin, Sanam Loghavi, Huan-You Wang, L Jeffrey Medeiros, Jie Xu

Faculty, Staff and Student Publications

Acute undifferentiated leukemia (AUL) is a rare hematologic malignancy lacking lineage‐specific markers. Concurrent, clonally related AUL and T‐lymphoblastic lymphoma (T‐LBL) has not been reported previously. Here we describe a patient who was diagnosed with AUL in the bone marrow and T‐LBL in the mediastinum after a thorough immunophenotyping by flow cytometry and immunohistochemistry. Despite their immunophenotypic differences, the AUL and T‐LBL showed identical genetic alterations: SET::NUP214 fusion, PHF6, and EZH2 mutations. The patient achieved and remained in complete remission after chemotherapy and stem cell transplantation. This case underscores the value of comprehensive immunophenotyping and genetic analysis in rare hematologic …

Daratumumab/Lenalidomide/Dexamethasone In Transplant-Ineligible Newly Diagnosed Myeloma: Maia Long-Term Outcomes, Thierry Facon, Philippe Moreau, Katja Weisel, Hartmut Goldschmidt, Saad Z Usmani, Ajai Chari, Torben Plesner, Robert Z Orlowski, Nizar Bahlis, Supratik Basu, Cyrille Hulin, Hang Quach, Michael O'Dwyer, Aurore Perrot, Caroline Jacquet, Christopher P Venner, Noopur Raje, Mourad Tiab, Margaret Macro, Laurent Frenzel, Xavier Leleu, Gordon Cook, George Wang, Huiling Pei, Maria Krevvata, Robin Carson, Fredrik Borgsten, Shaji K Kumar

Faculty, Staff and Student Publications

In the MAIA study, daratumumab plus lenalidomide and dexamethasone (D-Rd) improved progression-free survival (PFS) and overall survival (OS) versus lenalidomide and dexamethasone (Rd) alone in transplant-ineligible patients with newly diagnosed multiple myeloma (NDMM). We report updated efficacy and safety from MAIA (median follow-up, 64.5 months), including a subgroup analysis by patient age (< 70, ≥70 to < 75, ≥75, and ≥80 years). Overall, 737 transplant-ineligible patients with NDMM were randomized 1:1 to D-Rd or Rd. The primary endpoint, PFS, was improved with D-Rd versus Rd (median, 61.9 vs 34.4 months; hazard ratio [HR], 0.55; 95% confidence interval [CI], 0.45-0.67; P <  0.0001). Median OS was not reached in the D-Rd group versus 65.5 months in the Rd group (HR, 0.66; 95% CI, 0.53-0.83; P = 0.0003); estimated 60-month OS rates were 66.6% and 53.6%, respectively. D-Rd achieved higher rates of complete response or better (≥CR; 51.1% vs 30.1%), minimal residual disease (MRD) negativity (32.1% vs 11.1%), and sustained MRD negativity (≥18 months: 16.8% vs 3.3%) versus Rd (all P <  0.0001). D-Rd demonstrated clinically meaningful efficacy benefits across age groups. No new safety concerns were observed. Updated results (median follow-up, >5 years) continue to support frontline use of D-Rd in transplant-ineligible patients with NDMM.

Manual Therapy For Fibrosis-Related Late Effect Dysphagia In Head And Neck Cancer Survivors: The Mantle Nonrandomized Clinical Trial, Holly Mcmillan, Carla L Warneke, Sheila Buoy, Christine Porsche, Kiara Savage, Stephen Y Lai, Clifton D Fuller, Katherine A Hutcheson

Faculty, Staff and Student Publications

Importance: Late radiation-associated dysphagia (RAD) after head and neck cancer (HNC) treatment is challenging and commonly treatment refractory, with fibrosis stiffening connective tissues and compressing peripheral nerve tracts, contributing to diminished strength and possibly denervation of swallowing muscles. Manual therapy (MT), while common for cancer-related pain and other indications, remains largely unstudied for fibrosis-related late RAD.

Objective: To determine the feasibility and safety of MT, estimate effect size and durability of MT for associated improvements in cervical range of motion (CROM), and examine functional outcomes after MT in survivors of HNC with fibrosis-related late RAD.

Design, setting, and participants: This …

American College Of Radiology Manual On Mr Safety: 2024 Update And Revisions, Ivan Pedrosa, David A Altman, Jonathan R Dillman, Michael N Hoff, Alexander M Mckinney, Scott B Reeder, Jeffrey M Rogg, R Jason Stafford, James A Webb, Dina L Hernandez, Robert E Watson

Faculty, Staff and Student Publications

Since the introduction of the American College of Radiology (ACR) MRI safety guidelines in 2002, the indications for use of MRI in clinical care and research have continued to expand. Similarly, MRI technologies have evolved, with multiple field strengths now available for human imaging. While several publications have updated the ACR recommendations since the first guidelines, a single source in a structured format was lacking. Accordingly, the ACR Committee on MR Safety recently updated the online ACR Manual on MR Safety that compiles ACR recommendations for safe use of MRI equipment in humans into a single document. This review describes …

Characterization Of A Time-Resolved, Real-Time Scintillation Dosimetry System For Ultra-High Dose-Rate Radiation Therapy Applications, Alexander Baikalov, Daline Tho, Kevin Liu, Stefan Bartzsch, Sam Beddar, Emil Schüler

Faculty, Staff and Student Publications

Purpose: Scintillation dosimetry has promising qualities for ultra-high-dose-rate (UHDR) radiation therapy (RT), but no system has shown compatibility with mean dose rates (DR¯) above 100 Gy/s and doses per pulse (Dp) exceeding 1.5 Gy typical of UHDR (FLASH)-RT. The aim of this study was to characterize a novel scintillation dosimetry system with the potential of accommodating UHDRs.

Methods and materials: We undertook a thorough dosimetric characterization of the system on an UHDR electron beamline. The system's response as a function of dose, DR¯, Dp, and the pulse dose-rate (DRp) was investigated, as was the system's dose sensitivity (signal per unit …

Differentiation Stage Predicts Radiosensitivity In Mesenchymal-Like Pancreatic Cancer, Tingshi Su, Xinjian Yu, Mojtaba Hoseini-Ghahfarokhi, David B Flint, Scott J Bright, Joana I D S Antunes, David K J Martinus, Mandira Manandhar, Mariam Ben Kacem, Poliana C Marinello, Eurico J G Pereira, Hua-Sheng Chiu, Uwe Titt, David R Grosshans, Jan Schuemann, Henning Willers, Harald Paganetti, Pavel Sumazin, Gabriel O Sawakuchi

Faculty, Staff and Student Publications

Purpose: To derive a genomic classifier to predict radiosensitivity of pancreatic cancer cell lines and patients with pancreatic cancer to allow genomic-guided radiation therapy.

Methods and materials: We collected a comprehensive data set of full clonogenic cell survival curves of 45 pancreatic cancer cell lines irradiated with clinical photon and proton beams. We derived classifiers based on data from human embryonic and fetal pancreas single-cell RNA-sequencing to distinguish between epithelial and mesenchymal cells and to predict pancreas cell-line differentiation stage. Independent testing was done with an embryonic mouse pancreas single-cell RNA-sequencing data set. We then used bulk RNA-seq profiles from …

Cytotoxic And Regulatory T Cell Interactions Calculated From Image Mass Cytometry Predict Immunochemotherapy Response In Triple-Negative Breast Cancer, Xiang Wang, Jing Dong, Jian-Rong Li, Yupei Lin, Bikram Sahoo, Yong Li, Yanhong Liu, Robert Taylor Ripley, Jia Wu, Jianjun Zhang, Christopher I Amos, Chao Cheng

Faculty, Staff and Student Publications

No abstract provided.

Oral Decitabine Cedazuridine With And Without Venetoclax In Higher-Risk Myelodysplastic Syndromes Or Chronic Myelomonocytic Leukemia: A Propensity Score-Matched Study, Alex Bataller, Koji Sasaki, Samuel Urrutia, Guillermo Montalban-Bravo, Alexandre Bazinet, Kelly Chien, Danielle Hammond, Ian M Bouligny, Mahesh Swaminathan, Ghayas Issa, Nicholas Short, Naval Daver, Courtney D Dinardo, Tapan Kadia, Elias Jabbour, Farhad Ravandi, Gail J Roboz, Michael Savona, Elizabeth A Griffiths, James Mccloskey, Olatoyosi Odenike, Aram Oganesian, Harold N Keer, Mohammad Azab, Hagop Kantarjian, Guillermo Garcia-Manero

Faculty, Staff and Student Publications

Hypomethylating agents (HMA) are indicated in the treatment of higher-risk myelodysplastic syndromes (MDS) and chronic myelomonocytic leukemia (CMML). The combination of hypomethylating agents with venetoclax (Ven) has demonstrated promising results in these diseases, although randomized clinical trials are needed for validation. In this retrospective study, we compared two matched cohorts of patients with MDS or CMML: one receiving oral decitabine-cedazuridine (DEC-C, n = 73) and one receiving DEC-C and Ven (DEC-C-Ven, n = 51), in three contemporary clinical trials. The aim is to determine the impact of the addition of Ven to HMA in MDS and CMML. Individuals were matched …

Galectin-1 Inhibition As A Strategy For Malignant Peripheral Nerve Sheath Tumor Treatment, Hsiao-Chi Wang, Keila E Torres, Roger Xia, Marcio H Malogolowkin, Ssu-Wei Hsu, Ching-Hsien Chen, Tsung-Chieh Shih

Faculty, Staff and Student Publications

Neurofibromatosis type 1 (NF1) is an inherited disorder that predisposes individuals to malignant peripheral nerve sheath tumors (MPNSTs), a highly aggressive sarcoma with limited treatment options and poor prognosis. This study explores the potential of targeting the interaction between Galectin-1 and Ras as a novel therapeutic strategy for MPNSTs. Through molecular docking, we identified critical residues involved in the Galectin-1 and H-Ras interaction. We developed LLS30, a compound designed to target this Ras-binding pocket on Galectin-1, and tested its efficacy. LLS30 effectively disrupted the Galectin-1/Ras interaction, causing Ras delocalization from the plasma membrane and inhibiting Ras signaling. In vitro experiments …

Oral Decitabine Cedazuridine With And Without Venetoclax In Higher-Risk Myelodysplastic Syndromes Or Chronic Myelomonocytic Leukemia: A Propensity Score-Matched Study, Alex Bataller, Koji Sasaki, Samuel Urrutia, Guillermo Montalban-Bravo, Alexandre Bazinet, Kelly Chien, Danielle Hammond, Ian M Bouligny, Mahesh Swaminathan, Ghayas Issa, Nicholas Short, Naval Daver, Courtney D Dinardo, Tapan Kadia, Elias Jabbour, Farhad Ravandi, Gail J Roboz, Michael Savona, Elizabeth A Griffiths, James Mccloskey, Olatoyosi Odenike, Aram Oganesian, Harold N Keer, Mohammad Azab, Hagop Kantarjian, Guillermo Garcia-Manero

Faculty, Staff and Student Publications

Hypomethylating agents (HMA) are indicated in the treatment of higher-risk myelodysplastic syndromes (MDS) and chronic myelomonocytic leukemia (CMML). The combination of hypomethylating agents with venetoclax (Ven) has demonstrated promising results in these diseases, although randomized clinical trials are needed for validation. In this retrospective study, we compared two matched cohorts of patients with MDS or CMML: one receiving oral decitabine-cedazuridine (DEC-C, n = 73) and one receiving DEC-C and Ven (DEC-C-Ven, n = 51), in three contemporary clinical trials. The aim is to determine the impact of the addition of Ven to HMA in MDS and CMML. Individuals were matched …

Systemic Antitumor Immune Response Of Doped Yttria Nanoscintillators Under Low-Dose X-Ray Irradiation, Onur Sahin, Yuri Mackeyev, Geraldine V Vijay, Soumyabrata Roy, Ashokkumar Meiyazhagan, Yasmin Zahra, Okan Tezcan, Valeria Gonzalez, Belal Abousaida, Holden R Wagner, Pearl Fernandes, Riaz Mowzoon-Mogharrabi, Bhanu P Venkatesulu, Cheng-En Hsieh, Joseph B K Kim, Subhiksha Raghuram, Xiang Zhang, Kristen A Miller, Guanhui Gao, Pankaj K Singh, Sang Hyun Cho, Rao V L Papineni, Pulickel M Ajayan, Sunil Krishnan

Faculty, Staff and Student Publications

Inadequate light penetration in tissues restricts photodynamic therapy to treating only superficial tumors. To enable x-ray-excited photodynamic therapy (XPDT) that targets deep-seated tumors, we synthesized a nanoscintillator-photosensitizer complex containing 5% Eu-doped Y2O3 fluorescing at 611 nanometers and decorated with SiO2 containing the scintillation-coupled photosensitizer methylene blue and a polyethylene glycol coating [PEGylated Y2O3:Eu@SiO2-methylene blue (pYSM)]. When irradiated, pYSMs generate singlet oxygen species in vitro, causing cytotoxicity with hallmarks of immunogenic cell death (calreticulin translocation to the cell membrane). Intravenously administered pYSMs home passively to pancreatic tumor xenografts and, upon 10 gray irradiation, cause significant tumor regression (P < 0.01). On combining XPDT with anti-PD1 immunotherapy, a distant nonirradiated tumor also regresses via an increase in intratumoral activated CD8+ cytotoxic T cells. Collectively, we advance a systemically delivered XPDT strategy that mediates an antitumor effect in both irradiated and nonirradiated (abscopal) tumors when coupled with immunotherapy, converting an immunologically "cold" tumor to an immunologically "hot" tumor.

Sitc Strategic Vision: Prevention, Premalignant Immunity, Host And Environmental Factors, Sasha E Stanton, Kristin G Anderson, Tullia C Bruno, Christian M Capitini, Mary L Disis, Jennifer Mcquade, Laszlo Radvanyi, Claire Vanpouille-Box, Jennifer Wargo, Kelly J Baines, Megan M Y Hong, Adnan Rajeh, Raymond H Kim, Phillip Awadalla, Lauren K Hughes, Saman Maleki Vareki

Faculty, Staff and Student Publications

Cancer immunotherapy has improved the survival of a subset of patients by harnessing the power of the immune system to find and destroy malignant cells. The immune system also protects the host by destroying developing premalignant and malignant tumors. Advancing our knowledge of premalignant immunity and immune changes seen in lesions that develop into invasive cancer versus those that regress offers an exciting opportunity to leverage the immune system for immune prevention and immune interception of premalignancy. Understanding the immune environment of premalignant lesions and how chronic inflammation plays a central role in the evolution of premalignancy is essential for …

Cigarette Smoke Induces Angiogenic Activation In The Cancer Field Through Dysregulation Of An Endothelial Microrna, Asawari Korde, Anuradha Ramaswamy, Seth Anderson, Lei Jin, Jian-Ge Zhang, Buqu Hu, Walter V Velasco, Lixia Diao, Jing Wang, Margaret A Pisani, Maor Sauler, Daniel J Boffa, Jonathan T Puchalski, Xiting Yan, Seyed Javad Moghaddam, Shervin S Takyar

Faculty, Staff and Student Publications

Cigarette smoke (CS) creates a "cancer field" in the lung that promotes malignant transformation. The molecular changes within this field are not fully characterized. We examined the significance of microRNA-1 (miR-1) downregulation as one of these changes. We found that tumor miR-1 levels in three non-small cell lung cancer cohorts show inverse correlations with the smoking burden. Lung MiR-1 levels follow a spatial gradient, have prognostic significance, and correlate inversely with the molecular markers of injury. In CS-exposed lungs, miR-1 is specifically downregulated in the endothelium. Exposure to CS induces angiogenesis by selectively degrading mature miR-1 via a vascular endothelial …

Effects Of Prebiotic Phytocompound Administration In Gestational Diabetic Dams And Its Influence On Offspring Cognitive Outcomes, Gayathri Jagadeesan, Tushar K Das, Jennifer M Mendoza, Ghalya Alrousan, Maria P Blasco-Conesa, Parimelazhagan Thangaraj, Bhanu Priya Ganesh

Faculty, Staff and Student Publications

Gestational diabetes mellitus (GD)-induced gut dysbiosis in pregnant mothers may increase the risk of cognitive impairment and neurological disorders in both the mother and offspring as they age. Restoring gut balance could improve cognitive outcomes for both. Despite advancements in GD treatment, side effects have increased, and long-term neurocognitive impacts on offspring born to GD mothers remain underexplored. This study uses a GD mouse model, inducing pancreatic dysfunction in 3-month-old pregnant C57BL/6J mice with Streptozotocin. The efficacy and mechanism of the prebiotic phytocompound green leaf extract (

Reducing Clinical Trial Eligibility Barriers For Patients With Mds: An Icmds Position Statement, Uma Borate, Kelly Pugh, Allyson Waller, Rina Li Welkie, Ying Huang, Jan Philipp Bewersdorf, Maximilian Stahl, Amy E Dezern, Uwe Platzbecker, Mikkael A Sekeres, Andrew H Wei, Rena J Buckstein, Gail J Roboz, Michael R Savona, Sanam Loghavi, Robert P Hasserjian, Pierre Fenaux, David A Sallman, Christopher S Hourigan, Matteo Giovanni Della Porta, Stephen Nimer, Richard F Little, Valeria Santini, Fabio Efficace, Justin Taylor, Guillermo Garcia-Manero, Olatoyosi Odenike, Tae Kon Kim, Stephanie Halene, Rami S Komrokji, Elizabeth A Griffiths, Peter L Greenberg, Mina L Xu, Zhuoer Xie, Rafael Bejar, Guillermo F Sanz, Mrinal M Patnaik, Maria Figueroa, Hetty E Carraway, Omar Abdel-Wahab, Daniel Starczynowski, Eric Padron, Jacqueline Boultwood, Steven Gore, Naval G Daver, Jane E Churpek, Ravindra Majeti, John M Bennett, Alan F List, Andrew M Brunner, Amer M Zeidan

Faculty, Staff and Student Publications

Excessively restrictive inclusion and exclusion criteria in clinical trials are one of many barriers to clinical trial enrollment for patients with myelodysplastic syndromes/neoplasms (MDSs). Many organizations are developing efforts to increase clinical trial eligibility; yet, several recent publications focused on patients with MDS suggest that many patients with this disease may be excluded from clinical trials unnecessarily. Clinical trial eligibility should reflect the phase of the study and risks of the agent being studied. Phase 3 trials should be less restrictive than early-phase trials to represent the real-world population as closely as possible. We hypothesize that many clinical trials, particularly …

Mesenchymal Stem Cells Loaded In Injectable Alginate Hydrogels Promote Liver Growth And Attenuate Liver Fibrosis In Cirrhotic Rats, Dominic Karl M Bolinas, Allan John R Barcena, Archana Mishra, Marvin R Bernardino, Vincent Lin, Francisco M Heralde, Gouthami Chintalapani, Natalie W Fowlkes, Steven Y Huang, Marites P Melancon

Faculty, Staff and Student Publications

Cirrhosis, a marker of severe liver diseases, limits future liver remnant (FLR) growth, preventing many cancer patients from undergoing surgery. While portal vein blockade (PVB) techniques are used to stimulate liver regeneration, 20-30% of patients still fail to achieve the required growth. Although mesenchymal stem cell (MSC) therapy improves PVB, its efficacy is limited by poor cell retention. To address this, we utilized alginate hydrogels to deliver MSCs and improve their retention. MSCs were loaded in the hydrogel and injected intraportally in cirrhotic rats. Liver volume, weights, enzyme levels, and histology were monitored. Results showed that the hydrogel maintained 89.0 …

Β-Catenin Drives The Foxc2-Mediated Epithelial-Mesenchymal Transition And Acquisition Of Stem Cell Properties, Maria Castaneda, Petra Den Hollander, Steve Werden, Esmeralda Ramirez-Peña, Suhas V Vasaikar, Nick A Kuburich, Claire Gould, Rama Soundararajan, Sendurai A Mani

Faculty, Staff and Student Publications

Background: Aggressive forms of breast cancer, such as triple-negative breast cancer (TNBC), are associated with an increase in cancer cells that exhibit stem cell properties. The activation of the epithelial-mesenchymal transition (EMT) program, mediated by the transcription factor FOXC2, generates these stem-like cells. FOXC2 is linked to poor prognoses across various cancer types and is notably upregulated in TNBC, where it establishes and sustains these stem-like cells within the tumor population.

Methods: Here, we decode the pathways regulating FOXC2 activation using EMT-enriched cell line models. Stemness was assessed using mammosphere assays and mesenchymal markers by western blot. Expression …

Clinical Use Of Measurable Residual Disease In Adult All: Recommendations From A Panel Of Us Experts, Nicholas J Short, Ibrahim Aldoss, Daniel J Deangelo, Marina Konopleva, Jessica Leonard, Aaron C Logan, Jae Park, Bijal Shah, Wendy Stock, Elias Jabbour

Faculty, Staff and Student Publications

Measurable residual disease (MRD) is a powerful predictor of clinical outcomes in acute lymphoblastic leukemia (ALL). In addition to its clear prognostic importance, MRD information is increasingly used in clinical decision algorithms to guide therapeutic interventions. Although it is well established that achievement of MRD-negative remission is an important end point of ALL therapy, the prognostic and therapeutic implications of MRD in an individual patient are influenced by both disease-related factors (eg, cytomolecular risk) and assay-related factors (eg, sensitivity, specimen source, and timing of assessment), which add complexity to MRD-guided treatment decisions. In this review, we discuss the data supporting …

The Tumor Microenvironment Is An Ecosystem Sustained By Metabolic Interactions, Emily Jane Kay, Sara Zanivan

Faculty, Staff and Student Publications

Cancer-associated fibroblasts (CAFs) and immune cells make up two major components of the tumor microenvironment (TME), contributing to an ecosystem that can either support or restrain cancer progression. Metabolism is a key regulator of the TME, providing a means for cells to communicate with and influence each other, modulating tumor progression and anti-tumor immunity. Cells of the TME can metabolically interact directly through metabolite secretion and consumption or by influencing other aspects of the TME that, in turn, stimulate metabolic rewiring in target cells. Recent advances in understanding the subtypes and plasticity of cells in the TME both open up …

Developmental Differentiation Of Mouse Inner Ear Neuron Subpopulations Resolved With A Peripherin-Promoter Reporter Within The Grm8 Locus, Lily J Pearson, Jeremy L Pinyon, Jennie M E Cederholm, Georg Von Jonquieres, Florence Bartlett, Xabier Vázquez-Campos, Fabien Delerue, Lars M Ittner, Gary D Housley

Faculty, Staff and Student Publications

Molecular profiling of inner ear neurons has broadened the classification of the primary afferents that support neural coding for hearing and balance. To extend spatiotemporal characterization of auditory and vestibular neuron diversity, we established a transgenic reporter mouse model (Prphp-mCherry), where elements of the peripherin promoter (Prphp) drive expression of the mCherry fluorescent reporter. Type III intermediate filament protein peripherin expression is a marker for type II spiral ganglion neurons (SGN) that innervate the cochlear outer hair cells, and the small diameter 'bouton' vestibular ganglion neurons (VGN) innervating the type II vestibular hair cells. Using Nanopore genome sequencing, the integration …

Rapid Laser Ablation-Based Fabrication Of High-Density Polymer Microwell Arrays For High-Throughput Cellular Studies, Desh Deepak Dixit, Kavya L Singampalli, Amit S Niyogi, Amanda Montoya, Alexandre Reuben, Peter B Lillehoj

Faculty, Staff and Student Publications

Polymer-based microwell platforms have garnered much interest due to their usefulness in culturing and analyzing small quantities of biological cells and spheroids. Existing methods for fabricating polymer microwell arrays involve complex fabrication processes and/or are limited in their ability to create dense arrays of very small (< 50 μm in diameter) microwells. Here, we present a simple and rapid technique for fabricating high-density arrays of microwells ranging from 20 to 160 μm in diameter on a variety of polymer substrates. In this approach, a polymer surface is ablated using a CO2 laser that is rastered over a stainless steel mesh, which serves as a shadow mask. A theoretical laser-polymer interaction model was developed for predicting the microwell volume based on the substrate properties and laser settings. Microwell volumes predicted by the model were within 5.4% of fabricated microwell volumes determined experimentally. Cellulose acetate microwell arrays fabricated using this technique were used to culture Lewis lung carcinoma cells expressing ovalbumin (LLC-OVA), which were maintained for up to 72 h with a negligible (< 5%) loss in viability. As a second proof of principle demonstration, LLC-OVA cells grown in microwell arrays were co-cultured with OT-I T cells and measurements of interferon gamma (IFN-γ), a marker for T cell activation, were performed which revealed a positive correlation between LLC-OVA cell-T cell interaction time and T cell activation. These two in vitro demonstrations showcase the capability of this technique in generating polymer microwell arrays for high-throughput cellular studies, including cell growth dynamics studies and cell interaction studies. Furthermore, we envision that these platforms can be used with different cell types and for other biological applications, such as spheroid formation and single cell analysis, …

Treatment Group-Specific Inferences In Phase Iii Randomized Oncology Trials, Alexander D Sherry, Adina H Passy, Joseph Abi Jaoude, Timothy A Lin, Ramez Kouzy, Pavlos Msaouel, Ethan B Ludmir

Faculty, Staff and Student Publications

Background: Estimation of comparative treatment effects between randomized groups is well-supported in randomized trials. By contrast, treatment group-specific inferences are challenging, as patients are selectively chosen for enrollment, and such inferences are formally discouraged by the CONSORT guidelines. The present study is the first-large scale assessment of the proportion of phase III oncology trials that present treatment group-specific inferences.

Methods: Published phase III randomized oncology trials were screened from ClinicalTrials.gov. Treatment group-specific inferences were defined by the presence of 95% CI or standard error for treatment-specific outcomes.

Results: A total of 774 phase III trials enrolling 568,080 patients were included. …

Protocol For Unlocking Alternative Polyadenylation Insights From Bulk Rna-Seq Data With Polyaminer-Bulk, Venkata Jonnakuti, Sriya Jonnakuti, Hari Krishna Yalamanchili

Duncan NRI Faculty and Staff Publications

PolyAMiner-Bulk, a deep-learning-based algorithm to decode alternative polyadenylation (APA) dynamics from bulk RNA sequencing (RNA-seq) data, enables scientists to identify and quantify APA events from processed bulk RNA-seq data. The protocol allows researchers to explore differential APA usage between two conditions and gain a better understanding of post-transcriptional regulatory mechanisms. The major steps involve input data preparation, executing PolyAMiner-Bulk, and interpreting the results. A basic familiarity with pre-processing bulk RNA-seq data and command-line tools is suggested.

For complete details on the use and execution of this protocol, please refer to Jonnakuti et al.¹

Islet Single-Cell Transcriptomic Profiling During Obesity-Induced Beta Cell Expansion In Female Mice, Peter M Masschelin, Scott A Ochsner, Sean M Hartig, Neil J Mckenna, Aaron R Cox

Faculty, Staff and Student Publications

Targeting beta cell proliferation is an appealing approach to restore glucose control in type 1 diabetes. However, the underlying mechanisms of beta cell proliferation remain incompletely understood, limiting identification of new therapeutic targets. Obesity is a naturally occurring process that potently induces human and rodent beta cell replication, representing an ideal model to study mechanisms of beta cell proliferation. We showed previously acute whole-body

Do We Need To Add The Type Of Treatment Planning System, Dose Calculation Grid Size, And Ct Density Curve To Predictive Models?, Reza Reiazi, Surendra Prajapati, Leonardo Che Fru, Dongyeon Lee, Mohammad Salehpour

Faculty, Staff and Student Publications

Background: Generalizability and domain dependency are critical challenges in developing predictive models for healthcare, particularly in medical diagnostics and radiation oncology. Predictive models designed to assess tumor recurrence rely on comprehensive and high-quality datasets, encompassing treatment planning parameters, imaging protocols, and patient-specific data. However, domain dependency, arising from variations in dose calculation algorithms, computed tomography (CT) density conversion curves, imaging modalities, and institutional protocols, can significantly undermine model reliability and clinical utility.

Methods: This study evaluated dose calculation differences in the head and neck cancer treatment plans of 19 patients using two treatment planning systems, Pinnacle 9.10 and RayStation 11, …

Evaluation And Surgical Management Of Pediatric Cutaneous Melanoma And Atypical Spitz And Non-Spitz Melanocytic Tumors (Melanocytomas): A Report From Children's Oncology Group, Michael R Sargen, Raymond L Barnhill, David E Elder, Susan M Swetter, Victor G Prieto, Jennifer S Ko, Armita Bahrami, Pedram Gerami, Arivarasan Karunamurthy, Alberto S Pappo, Lynn M Schuchter, Philip E Leboit, Iwei Yeh, John M Kirkwood, Melinda Jen, Ira J Dunkel, Megan M Durham, Emily R Christison-Lagay, Mary T Austin, Jennifer H Aldrink, Casey Mehrhoff, Elena B Hawryluk, Emily Y Chu, Klaus J Busam, Vernon Sondak, Jane Messina, Susana Puig, Andrew J Colebatch, Carrie C Coughlin, Kristen G Berrebi, Theodore W Laetsch, Sarah G Mitchell, Brittani Seynnaeve

Faculty, Staff and Student Publications

Purpose: The purpose of this study was to develop recommendations for the diagnostic evaluation and surgical management of cutaneous melanoma (CM) and atypical Spitz tumors (AST) and non-Spitz melanocytic tumors (melanocytomas) in pediatric (age 0-10 years) and adolescent (age 11-18 years) patients.

Methods: A Children's Oncology Group-led panel with external, multidisciplinary CM specialists convened to develop recommendations on the basis of available data and expertise.

Results: Thirty-three experts from multiple specialties (cutaneous/medical/surgical oncology, dermatology, and dermatopathology) established recommendations with supporting data from 87 peer-reviewed publications.

Recommendations: (1) Excisional biopsies with 1-3 mm margins should be performed when feasible for clinically …