Biomedical Informatics Commons^™

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), …

Disease Progression, Survival, And Molecular Disparities In Black And White Patients With Endometrioid Endometrial Carcinoma In Real-World Registries And Gog/Nrg Oncology Randomized Phase Iii Clinical Trials, Zachary A Kopelman, Chunqiao Tian, Jordyn Tumas, Neil T Phippen, Christopher M Tarney, Erica R Hope, Stuart S Winkler, Suzanne Jokajtys, Calen W Kucera, John K Chan, Michael T Richardson, Daniel S Kapp, Chad A Hamilton, Charles A Leath, Nathaniel L Jones, Rodney P Rocconi, John H Farley, Angeles Alvarez Secord, Casey M Cosgrove, Matthew A Powell, Ann Klopp, Joan L Walker, Gini F Fleming, Nicholas W Bateman, Thomas P Conrads, G Larry Maxwell, Kathleen M Darcy

Faculty, Staff and Student Publications

OBJECTIVE: Investigate racial disparities in outcomes and molecular features in Black and White patients with endometrioid endometrial carcinoma (EEC).

METHODS: Black and White patients diagnosed with EEC who underwent hysterectomy ± adjuvant treatment in SEER, National Cancer Database (NCDB), the Genomics Evidence Neoplasia Information Exchange (GENIE) project (v.13.0), and eight NCI-sponsored randomized phase III clinical trials (RCTs) were studied. Hazard ratio (HR) and 95% confidence interval (CI) were estimated for cancer-related death (CRD), non-cancer death (NCD), and all-cause death.

RESULTS: Black (n = 4397) vs. White (n = 47,959) patients in SEER had a HR (95% CI) of 2.04 (1.87-2.23) …

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 …

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.

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.

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.

Tp53 Mutation Is Frequent In Mantle Cell Lymphoma With Ezh2 Expression And Have Dismal Outcome When Both Are Present, Do Hwan Kim, Saima Siddiqui, Preetesh Jain, Michael Wang, Beenu Thakral, Shaoying Li, Roberto Miranda, Francisco Vega, L Jeffrey Medeiros, Chi Young Ok

Faculty, Staff and Student Publications

Enhancer of zeste homolog 2 (EZH2) expression is found in about 40% of mantle cell lymphoma (MCL) patients, which is associated with aggressive histology, high Ki-67 proliferation rate, p53 mutant pattern and inferior overall survival (OS). We conducted 11-gene (ATM, BIRC3, CCND1, KMT2C, KMT2D, NOTCH1, NOTCH2, RB1, TP53, TRAF2 and UBR5) next generation sequencing panel to shed more light on MCL with EZH2 expression (EZH2+ MCL). EZH2+ MCL more frequently harbor TP53 mutation compared to EZH2(-) MCL (41.2% vs. 19.1%, respectively, p = 0.045). TP53 mutation and EZH2 expression demonstrated overlapping features including aggressive histology, high Ki-67 proliferation rate and …

Tp53 Mutation Is Frequent In Mantle Cell Lymphoma With Ezh2 Expression And Have Dismal Outcome When Both Are Present, Do Hwan Kim, Saima Siddiqui, Preetesh Jain, Michael Wang, Beenu Thakral, Shaoying Li, Roberto Miranda, Francisco Vega, L Jeffrey Medeiros, Chi Young Ok

Faculty, Staff and Student Publications

Enhancer of zeste homolog 2 (EZH2) expression is found in about 40% of mantle cell lymphoma (MCL) patients, which is associated with aggressive histology, high Ki-67 proliferation rate, p53 mutant pattern and inferior overall survival (OS). We conducted 11-gene (ATM, BIRC3, CCND1, KMT2C, KMT2D, NOTCH1, NOTCH2, RB1, TP53, TRAF2 and UBR5) next generation sequencing panel to shed more light on MCL with EZH2 expression (EZH2+ MCL). EZH2+ MCL more frequently harbor TP53 mutation compared to EZH2(-) MCL (41.2% vs. 19.1%, respectively, p = 0.045). TP53 mutation and EZH2 expression demonstrated overlapping features including aggressive histology, high Ki-67 proliferation rate and …

Thematic Analysis Of Alzheimer's Medication Management Discussion In A Non-Moderated Online Forum, Jia Liu, Kylie Meyer, Ashlie Glassner, Mitzi Gonzales, Rebecca J Bartlett Ellis, Hyejin Park, Lixin Song, Neela Patel, Jing Wang

Faculty, Staff and Student Publications

Background: Managing medications for Alzheimer's disease and related dementias is challenging for caregivers. Information about caregivers' strategies to manage these challenges is needed to inform intervention development.

Objective: This study aimed to understand caregivers' medication management experiences by analyzing online community discussions.

Methods: Posts were extracted from the ALZConnected® Forum using keywords "medication" and "drug" via web scraping. The researchers applied thematic analysis.

Results: Four major themes emerged: (1) role transition of medication management responsibilities, (2) caregivers' uncertainty about medication purpose and values, (3) conflicts between the care recipients and caregivers, and (4) difficulty accessing and affording medications.

Conclusions: The …

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 …

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 …

Performance Characteristics Of The 5-Ring Ge Discovery Mi Pet/Ct Scanner Using Aapm Tg-126 Report, Refaat Y Almazrou, Shadei F Alanazi, Mohammed H Alzaid, Razan S Al-Fakhranee, Shanli Ding, Osama R Mawlawi

Faculty, Staff and Student Publications

AIM: To report on the performance characteristics of the 5-ring GE Discovery MI PET/CT systems using the AAPM TG-126 report and compare these results to NEMA NU 2-2012 where applicable.

MATERIALS AND METHODS: TG-126 testing was performed on two GE 5-Rings Discovery MI scanners. Tests performed included spatial resolution, PET/CT image-registration accuracy, sensitivity, count rate performance, accuracy of corrections, image contrast, scatter/attenuation correction, and image uniformity. All acquired data were analyzed using scanner console or free software tools as described by TG-126 and the results were then compared to published NEMA NU 2-2012 values.

RESULTS: Both scanners gave similar resolution …

Seamark: Phase Ii Study Of First-Line Encorafenib And Cetuximab Plus Pembrolizumab For Msi-H/Dmmr Brafv600e-Mutant Mcrc, Elena Elez, Scott Kopetz, Josep Tabernero, Tanios Bekaii-Saab, Julien Taieb, Takayuki Yoshino, Gulam Manji, Kathrine Fernandez, Antonello Abbattista, Xiaosong Zhang, Van K Morris

Faculty, Staff and Student Publications

Patients with both BRAF V600E mutations and microsatellite instability-high (MSI-H)/mismatch repair-deficient (dMMR) metastatic colorectal cancer (mCRC) have poor prognosis. Currently, there are no specifically targeted first-line treatment options indicated for patients with mCRC whose tumors harbor both molecular aberrations. Pembrolizumab is a checkpoint inhibitor approved for the treatment of MSI-H/dMMR mCRC, and the BRAF inhibitor encorafenib, in combination with cetuximab, is approved for previously treated BRAF V600E-mutant mCRC. Combination of pembrolizumab with encorafenib and cetuximab may synergistically enhance antitumor activity in patients with BRAF V600E-mutant, MSI-H/dMMR mCRC. SEAMARK is a randomized phase II study comparing the efficacy of the combination …

Dietary Magnesium Replacement For Prevention Of Hypomagnesemia In Patients With Ovarian Cancer Receiving Carboplatin-Based Chemotherapy, Wenli Liu, Larissa Meyer, Meroë Morse, Yisheng Li, Juhee Song, Rosalinda Engle, Gabriel Lopez, Santhosshi Narayanan, Pamela T Soliman, Lois Ramondetta, Eduardo Bruera, Lorenzo Cohen

Faculty, Staff and Student Publications

Purpose: Hypomagnesemia is a common side effect of platinum-based chemotherapy and predicts poor overall survival in some cancers. Standard magnesium replacement strategies are often inadequate for maintaining magnesium levels. We hypothesized that a daily dietary magnesium replacement approach through magnesium-rich foods would help maintain adequate magnesium levels during platinum-based treatment.

Materials and methods: We conducted a prospective feasibility study of magnesium-rich diets in patients 18 years and older with previously untreated ovarian cancer scheduled to receive carboplatin-containing chemotherapy of at least six consecutive cycles. Education about magnesium-rich diets was provided at enrollment and then weekly during chemotherapy. Feasibility was defined …

Fear Antiviral Response Pathway Is Independent Of Interferons And Countered By Poxvirus Proteins, Emily A Rex, Dahee Seo, Sruthi Chappidi, Chelsea Pinkham, Sabrynna Brito Oliveira, Aaron Embry, David Heisler, Yang Liu, Moiz Munir, Karolin Luger, Neal M Alto, Flávio Guimarães Da Fonseca, Robert Orchard, Dustin C Hancks, Don B Gammon

Faculty, Staff and Student Publications

The human facilitates chromatin transcription (FACT) complex is a chromatin remodeller composed of human suppressor of Ty 16 homologue (hSpt16) and structure-specific recognition protein-1 subunits that regulates cellular gene expression. Whether FACT regulates host responses to infection remained unclear. We identify a FACT-mediated, interferon-independent, antiviral pathway that restricts poxvirus replication. Cell culture and bioinformatics approaches suggest that early viral gene expression triggers nuclear accumulation of SUMOylated hSpt16 subunits required for the expression of E26 transformation-specific sequence-1 (ETS-1)-a transcription factor that activates virus restriction programs. However, biochemical studies show that poxvirus-encoded A51R proteins block ETS-1 expression by outcompeting structure-specific recognition protein-1 …

Randomized Controlled Trial Of The Cmr Immersive Virtual Reality (Ivr) Headset Training Compared To E-Learning For Operating Room Configuration Of The Cmr Versius Robot, Catherine L Eley, Varun Palaniappan, Abbie Carter, Opeyemi Sogaolu, James Horwood, Michael Davies, Jared Torkington, James Ansell

Faculty, Staff and Student Publications

Robotic surgery offers potential advantages over laparoscopic procedures, but the training for configuring robotic systems in the operating room remains underexplored. This study seeks to validate immersive virtual reality (IVR) headset training for setting up the CMR Versius in the operating room. This single-blinded randomized control trial randomised medical students with no prior robotic experience using an online randomiser. The intervention group received IVR headset training, and the control group, e-learning modules. Assessors were blinded to participant group. Primary endpoint was overall score (OS): Likert-scale 1-5: 1 reflecting independent performance, with increasing verbal prompts to a maximum score of 5, …

Tgf-Β1 And Tgf-Βr1 Variants Are Associated With Clinical Outcomes In Smoking-Related Head And Neck Cancer Patients Treated With Chemoradiation Through Modulating Microrna-Mediated Regulation, Zihao Niu, Peng Sun, Mark E Zafereo, Hongliang Liu, Peng Wei, Jia Wu, Neil D Gross, Sanjay Shete, Qingyi Wei, Guibin Zheng, Andy G Sikora, George A Calin, Guojun Li

Faculty, Staff and Student Publications

TGF-β1 and TGF-βR1 play important roles in immune and inflammatory responses. Genetic variants of TGF-β1 rs1800470 and TGF-βR1 rs334348 have emerged as potentially prognostic biomarkers for HPV-related head and neck cancer, while their prognostic effect on survival of smoking-related head and neck cancer remains unknown. This study included 1403 patients with smoking-related head and neck cancer, and all these patients were genotyped for TGF-β1 rs1800470 and TGF-βR1 rs334348. Both univariate and multivariate analyses were performed to evaluate associations between the two functional genetic variants in microRNA binding sites of TGF-β1 and TGF-βR1 and survivals. Patients with TGF-β1 rs1800470 CT or …

High Dietary Folic Acid Supplementation Reduced The Composition Of Fatty Acids And Amino Acids In Fortified Eggs, Ao-Chuan Yu, Yu-Han Deng, Cheng Long, Xi-Hui Sheng, Xiang-Guo Wang, Long-Fei Xiao, Xue-Ze Lv, Xiang-Ning Chen, Li Chen, Xiao-Long Qi

Faculty, Staff and Student Publications

AIMS: The study aimed to evaluate the effects of dietary folic acid (FA) on the production performance of laying hens, egg quality, and the nutritional differences between eggs fortified with FA and ordinary eggs.

METHODS: A total of 288 26-week-old Hy-Line Brown laying hens (initial body weights 1.65 ± 0.10 kg) with a similar weight and genetic background were used. A completely randomized design divided the birds into a control group and three treatment groups. Each group consisted of six replicates, with twelve chickens per replicate. Initially, all birds were fed a basal diet for 1 week. Subsequently, they were …

Visual Analysis Of Bone Malignancies Immunotherapy: A Bibliometric Analysis From 2010 To 2023, Kaiyu Shen, Liu Yang, Shuaiyi Ke, Wencang Gao

Faculty, Staff and Student Publications

Background: Bone malignancies (BM), including osteosarcoma, Ewing's sarcoma, chondrosarcoma, and chordoma, are characterized by high rates of recurrence and mortality, despite the availability of diverse treatment approaches. Immunotherapy has gained increasing importance in cancer treatment. However, there is a lack of comprehensive studies that utilize bibliometric analysis to explore immunotherapy for BM.

Methods: A literature search of English studies on BM and immunotherapy from 2010 to 2023 was conducted in the Web of Science Core Collection database. Bibliometric analysis tools such as VOSviewer, CiteSpace, and R Studio were utilized to examine global trends and research hotspots in this field.

Results: …

Activation Of Endogenous Retroviruses And Induction Of Viral Mimicry By Mek1/2 Inhibition In Pancreatic Cancer, Alice Cortesi, Francesco Gandolfi, Fabiana Arco, Pierluigi Di Chiaro, Emanuele Valli, Sara Polletti, Roberta Noberini, Francesco Gualdrini, Sergio Attanasio, Francesca Citron, I-Lin Ho, Rutvi Shah, Er-Yen Yen, Mara Cetty Spinella, Simona Ronzoni, Simona Rodighiero, Nico Mitro, Tiziana Bonaldi, Serena Ghisletti, Silvia Monticelli, Andrea Viale, Giuseppe Riccardo Diaferia, Gioacchino Natoli

Faculty, Staff and Student Publications

While pancreatic ductal adenocarcinomas (PDACs) are addicted to KRAS-activating mutations, inhibitors of downstream KRAS effectors, such as the MEK1/2 kinase inhibitor trametinib, are devoid of therapeutic effects. However, the extensive rewiring of regulatory circuits driven by the attenuation of the KRAS pathway may induce vulnerabilities of therapeutic relevance. An in-depth molecular analysis of the transcriptional and epigenomic alterations occurring in PDAC cells in the initial hours after MEK1/2 inhibition by trametinib unveiled the induction of endogenous retroviruses (ERVs) escaping epigenetic silencing, leading to the production of double-stranded RNAs and the increased expression of interferon (IFN) genes. We tracked ERV activation …

Regional Analysis To Delineate Intrasample Heterogeneity With Regionalst, Yue Lyu, Chong Wu, Wei Sun, Ziyi Li

Faculty, Staff and Student Publications

MOTIVATION: Spatial transcriptomics has greatly contributed to our understanding of spatial and intra-sample heterogeneity, which could be crucial for deciphering the molecular basis of human diseases. Intra-tumor heterogeneity, e.g. may be associated with cancer treatment responses. However, the lack of computational tools for exploiting cross-regional information and the limited spatial resolution of current technologies present major obstacles to elucidating tissue heterogeneity.

RESULTS: To address these challenges, we introduce RegionalST, an efficient computational method that enables users to quantify cell type mixture and interactions, identify sub-regions of interest, and perform cross-region cell type-specific differential analysis for the first time. Our simulations …

Ndrgs In Breast Cancer: A Review And In Silico Analysis, Emilly S Villodre, Anh P N Nguyen, Bisrat G Debeb

Faculty, Staff and Student Publications

Simple Summary

Breast cancer is the most common cancer in women and one of the deadliest. While survival rates for patients with breast cancer have seen notable improvements in recent decades, current treatment strategies still face significant limitations, especially for patients with aggressive, therapy-resistant, and metastatic breast cancers. For this reason, it is important to identify new targets in order to develop more effective therapeutic strategies. The N-myc downstream regulated gene family (NDRGs), comprising NDRG1, NDRG2, NDRG3, and NDRG4, has been previously described as tumor suppressors. However, recent findings challenge this perception, particularly for NDRG1, …

Pre-Covid-19 Hospital Quality And Hospital Response To Covid-19: Examining Associations Between Risk-Adjusted Mortality For Patients Hospitalised With Covid-19 And Pre-Covid-19 Hospital Quality, Doris Peter, Shu-Xia Li, Yongfei Wang, Jing Zhang, Jacqueline Grady, Kerry Mcdowell, Erica Norton, Zhenqiu Lin, Susannah Bernheim, Arjun K Venkatesh, Lee A Fleisher, Michelle Schreiber, Lisa G Suter, Elizabeth W Triche

Faculty, Staff and Student Publications

OBJECTIVES: The extent to which care quality influenced outcomes for patients hospitalised with COVID-19 is unknown. Our objective was to determine if prepandemic hospital quality is associated with mortality among Medicare patients hospitalised with COVID-19.

DESIGN: This is a retrospective observational study. We calculated hospital-level risk-standardised in-hospital and 30-day mortality rates (risk-standardised mortality rates, RSMRs) for patients hospitalised with COVID-19, and correlation coefficients between RSMRs and pre-COVID-19 hospital quality, overall and stratified by hospital characteristics.

SETTING: Short-term acute care hospitals and critical access hospitals in the USA.

PARTICIPANTS: Hospitalised Medicare beneficiaries (Fee-For-Service and Medicare Advantage) age 65 and older hospitalised …

Sans-Cnn: An Automated Machine Learning Technique For Spaceflight Associated Neuro-Ocular Syndrome With Astronaut Imaging Data, Sharif Amit Kamran, Khondker Fariha Hossain, Joshua Ong, Nasif Zaman, Ethan Waisberg, Phani Paladugu, Andrew G Lee, Alireza Tavakkoli

Faculty, Staff and Student Publications

Spaceflight associated neuro-ocular syndrome (SANS) is one of the largest physiologic barriers to spaceflight and requires evaluation and mitigation for future planetary missions. As the spaceflight environment is a clinically limited environment, the purpose of this research is to provide automated, early detection and prognosis of SANS with a machine learning model trained and validated on astronaut SANS optical coherence tomography (OCT) images. In this study, we present a lightweight convolutional neural network (CNN) incorporating an EfficientNet encoder for detecting SANS from OCT images titled "SANS-CNN." We used 6303 OCT B-scan images for training/validation (80%/20% split) and 945 for testing …

Gpr56 In Gvl: Marker Or Mechanism?, Audra N Iness, Pavan Bachireddy

Faculty, Staff and Student Publications

No abstract provided.

Cancer Biomarkers: Emerging Trends And Clinical Implications For Personalized Treatment, Antonio Passaro, Maise Al Bakir, Emily G Hamilton, Maximilian Diehn, Fabrice André, Sinchita Roy-Chowdhuri, Giannis Mountzios, Ignacio I Wistuba, Charles Swanton, Solange Peters

Faculty, Staff and Student Publications

The integration of cancer biomarkers into oncology has revolutionized cancer treatment, yielding remarkable advancements in cancer therapeutics and the prognosis of cancer patients. The development of personalized medicine represents a turning point and a new paradigm in cancer management, as biomarkers enable oncologists to tailor treatments based on the unique molecular profile of each patient's tumor. In this review, we discuss the scientific milestones of cancer biomarkers and explore future possibilities to improve the management of patients with solid tumors. This progress is primarily attributed to the biological characterization of cancers, advancements in testing methodologies, elucidation of the immune microenvironment, …

Embracing Cancer Complexity: Hallmarks Of Systemic Disease, Charles Swanton, Elsa Bernard, Chris Abbosh, Fabrice André, Johan Auwerx, Allan Balmain, Dafna Bar-Sagi, René Bernards, Susan Bullman, James Degregori, Catherine Elliott, Ayelet Erez, Gerard Evan, Mark A Febbraio, Andrés Hidalgo, Mariam Jamal-Hanjani, Johanna A Joyce, Matthew Kaiser, Katja Lamia, Jason W Locasale, Sherene Loi, Ilaria Malanchi, Miriam Merad, Kathryn Musgrave, Ketan J Patel, Sergio Quezada, Jennifer A Wargo, Ashani Weeraratna, Eileen White, Frank Winkler, John N Wood, Karen H Vousden, Douglas Hanahan

Faculty, Staff and Student Publications

The last 50 years have witnessed extraordinary developments in understanding mechanisms of carcinogenesis, synthesized as the hallmarks of cancer. Despite this logical framework, our understanding of the molecular basis of systemic manifestations and the underlying causes of cancer-related death remains incomplete. Looking forward, elucidating how tumors interact with distant organs and how multifaceted environmental and physiological parameters impinge on tumors and their hosts will be crucial for advances in preventing and more effectively treating human cancers. In this perspective, we discuss complexities of cancer as a systemic disease, including tumor initiation and promotion, tumor micro- and immune macro-environments, aging, metabolism …

High-Density Glass Scintillators For Proton Radiography-Relative Luminosity, Proton Response, And Spatial Resolution, Ethan Stolen, Ryan Fullarton, Rain Hein, Robin L Conner, Luiz G Jacobsohn, Charles-Antoine Collins-Fekete, Sam Beddar, Ugur Akgun, Daniel Robertson

Faculty, Staff and Student Publications

Proton radiography is a promising development in proton therapy, and researchers are currently exploring optimal detector materials to construct proton radiography detector arrays. High-density glass scintillators may improve integrating-mode proton radiography detectors by increasing spatial resolution and decreasing detector thickness. We evaluated several new scintillators, activated with europium or terbium, with proton response measurements and Monte Carlo simulations, characterizing relative luminosity, ionization quenching, and proton radiograph spatial resolution. We applied a correction based on Birks's analytical model for ionization quenching. The data demonstrate increased relative luminosity with increased activation element concentration, and higher relative luminosity for samples activated with europium. …