Biomedical Informatics Commons^™

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 …

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 …

Premastectomy Radiotherapy And Immediate Breast Reconstruction: A Randomized Clinical Trial, Mark V Schaverien, Puneet Singh, Benjamin D Smith, Wei Qiao, Catherine L Akay, Elizabeth S Bloom, Mariana Chavez-Macgregor, Carrie K Chu, Mark W Clemens, Jessica S Colen, Richard A Ehlers, Rosa F Hwang, Melissa M Joyner, Rene D Largo, Alexander F Mericli, Melissa P Mitchell, John W Shuck, Nina Tamirisa, Debasish Tripathy, Mark T Villa, Wendy A Woodward, Rensi Zacharia, Henry M Kuerer, Karen E Hoffman

Faculty, Staff and Student Publications

Importance: Premastectomy radiotherapy (PreMRT) is a new treatment sequence to avoid the adverse effects of radiotherapy on the final breast reconstruction while achieving the benefits of immediate breast reconstruction (IMBR).

Objective: To evaluate outcomes among patients who received PreMRT and regional nodal irradiation (RNI) followed by mastectomy and IMBR.

Design, setting, and participants: This was a phase 2 single-center randomized clinical trial conducted between August 3, 2018, and August 2, 2022, evaluating the feasibility and safety of PreMRT and RNI (including internal mammary lymph nodes). Patients with cT0-T3, N0-N3b breast cancer and a recommendation for radiotherapy were eligible.

Intervention: This …

The Value Of Global Collaborations, Chris Trauernicht, Laurence Court

Faculty, Staff and Student Publications

No abstract provided.

Dose-Dense Mini-Hyper-Cvd, Inotuzumab Ozogamicin And Blinatumomab Achieves Rapid Mrd-Negativity In Philadelphia Chromosome-Negative B-Cell Acute Lymphoblastic Leukemia, Nicholas J Short, Elias Jabbour, Trevor Jamison, Shilpa Paul, Branko Cuglievan, David Mccall, Amber Gibson, Nitin Jain, Fadi G Haddad, Lewis F Nasr, Kayleigh R Marx, Caitlin Rausch, J Michael Savoy, Rebecca Garris, Farhad Ravandi, Hagop Kantarjian

Faculty, Staff and Student Publications

Background: The combination of low-intensity chemotherapy and inotuzumab ozogamicin (INO), with sequential blinatumomab, is highly effective in older adults with newly diagnosed B-cell acute lymphoblastic leukemia (ALL) and in relapsed or refractory B-cell ALL. Earlier, "dose-dense" administration of blinatumomab could lead to earlier and deeper measurable residual disease (MRD) responses and better outcomes.

Patients and methods: We performed a retrospective analysis of the safety and efficacy of a dose-dense regimen of mini-hyper-CVD (mini-hyperfractionated cyclophosphamide, vincristine, and dexamethasone alternating with mini-methotrexate and cytarabine), INO, and blinatumomab in patients with B-cell ALL.

Results: Twenty-one patients were treated (frontline, n = 9; MRD …

Chromatin Remodeling In Patient-Derived Colorectal Cancer Models, Kun Xiang, Ergang Wang, John Mantyh, Gabrielle Rupprecht, Marcos Negrete, Golshid Sanati, Carolyn Hsu, Peggy Randon, Anders Dohlman, Kai Kretzschmar, Shree Bose, Nicholas Giroux, Shengli Ding, Lihua Wang, Jorge Prado Balcazar, Qiang Huang, Pasupathi Sundaramoorthy, Rui Xi, Shannon Jones Mccall, Zhaohui Wang, Chongming Jiang, Yubin Kang, Scott Kopetz, Gregory E Crawford, Steven M Lipkin, Xiao-Fan Wang, Hans Clevers, David Hsu, Xiling Shen

Faculty, Staff and Student Publications

Patient-Derived Organoids (PDO) and Xenografts (PDX) are the current gold standards for patient-derived models of cancer (PDMC). Nevertheless, how patient tumor cells evolve in these models and the impact on drug response remains unclear. Herein, the transcriptomic and chromatin accessibility landscapes of matched colorectal cancer (CRC) PDO, PDX, PDO-derived PDX (PDOX), and original patient tumors (PT) are compared. Two major remodeling axes are discovered. The first axis delineates PDMC from PT, and the second axis distinguishes PDX and PDO. PDOX are more similar to PDX than PDO, indicating the growth environment is a driving force for chromatin adaptation. Transcription factors …

Targetable Genetic Abnormalities In Patients With Acute Myeloblastic Leukemia Across Age Groups, Alex Bataller, Courtney D Dinardo, Alexandre Bazinet, Naval G Daver, Abhishek Maiti, Gautam Borthakur, Nicholas Short, Koji Sasaki, Elias J Jabbour, Ghayas C Issa, Naveen Pemmaraju, Musa Yilmaz, Guillermo Montalban-Bravo, Sanam Loghavi, Guillermo Garcia-Manero, Farhad Ravandi, Hagop M Kantarjian, Tapan M Kadia

Faculty, Staff and Student Publications

Incidence of potential targetable genetic abnormalities by age in AML.

Automatic End-To-End Vmat Treatment Planning For Rectal Cancers, Kai Huang, Christine Chung, Ethan B Ludmir, Lifei Zhang, Constance A Owens, Jean Gumma-De La Vega, Jack Duryea, Yao Zhao, Xinru Chen, David Fuentes, Carlos E Cardenas, Tina Marie Briere, Sam Beddar, Laurence E Court, Prajnan Das

Faculty, Staff and Student Publications

BACKGROUND: The treatment planning process from segmentation to producing a deliverable plan is time-consuming and labor-intensive. Existing solutions automate the segmentation and planning processes individually. The feasibility of combining auto-segmentation and auto-planning for volumetric modulated arc therapy (VMAT) for rectal cancers in an end-to-end process is not clear.

PURPOSE: To create and clinically evaluate a complete end-to-end process for auto-segmentation and auto-planning of VMAT for rectal cancer requiring only the gross tumor volume contour and a CT scan as inputs.

METHODS: Patient scans and data were retrospectively selected from our institutional records for patients treated for malignant neoplasm of the …

Histologic And Genomic Analysis Of Conjunctival Scc In African And American Cohorts Reveal Uv Light And Hpv Signatures And High Tumor Mutation Burden, Frederico O Gleber-Netto, Priyadharsini Nagarajan, Oded Sagiv, Curtis R Pickering, Neil Gross, Jing Ning, Melisachew M Yeshi, Yonas Mitku, Michael T Tetzlaff, Bita Esmaeli

Faculty, Staff and Student Publications

Purpose: Conjunctival squamous cell carcinoma (conjSCC) is more prevalent and aggressive in sub-Saharan African countries compared with the rest of the world. This study aims to compare the genomic, immunophenotypic, and histologic features between patients from the United States and Ethiopia, to identify etiopathogenic mechanisms and unveil potential treatment strategies.

Methods: We compared histologic features and mutational profiles using whole exome sequencing, high-risk human papillomavirus (HPV) status, PD-L1 expression, and tumor-infiltrating lymphocytes in conjSCC tumors of patients from Ethiopia (ETH; n = 25) and the United States (from MD Anderson [the MDA cohort]; n = 29). Genomic alterations were compared …

Lymphocyte-Activation Gene 3 Facilitates Pathological Tau Neuron-To-Neuron Transmission, Chan Chen, Ramhari Kumbhar, Hu Wang, Xiuli Yang, Kundlik Gadhave, Cyrus Rastegar, Yasuyoshi Kimura, Adam Behensky, Sumasri Kotha, Grace Kuo, Sruthi Katakam, Deok Jeong, Liang Wang, Anthony Wang, Rong Chen, Shu Zhang, Lingtao Jin, Creg J Workman, Dario A A Vignali, Olga Pletinkova, Hongpeng Jia, Weiyi Peng, David W Nauen, Philip C Wong, Javier Redding-Ochoa, Juan C Troncoso, Mingyao Ying, Valina L Dawson, Ted M Dawson, Xiaobo Mao

Faculty, Staff and Student Publications

The spread of prion-like protein aggregates is a common driver of pathogenesis in various neurodegenerative diseases, including Alzheimer's disease (AD) and related Tauopathies. Tau pathologies exhibit a clear progressive spreading pattern that correlates with disease severity. Clinical observation combined with complementary experimental studies has shown that Tau preformed fibrils (PFF) are prion-like seeds that propagate pathology by entering cells and templating misfolding and aggregation of endogenous Tau. While several cell surface receptors of Tau are known, they are not specific to the fibrillar form of Tau. Moreover, the underlying cellular mechanisms of Tau PFF spreading remain poorly understood. Here, it …

Oncolytic Adenoviruses And Immunopeptidomics: A Convenient Marriage, Marc Garcia-Moure, Andrew G Gillard, Marta M Alonso, Juan Fueyo, Candelaria Gomez-Manzano

Faculty, Staff and Student Publications

Oncolytic viruses (OVs) are biological therapeutic agents that selectively destroy cancer cells while sparing normal healthy cells. Besides direct oncolysis, OV infection induces a proinflammatory shift in the tumor microenvironment and the release of tumor-associated antigens (TAAs) that might induce an anti-tumor immunity. Due to their immunostimulatory effect, OVs have been explored for cancer vaccination against specific TAAs. However, this approach usually requires genetic modification of the virus and the production of a new viral vector for each target, which is difficult to implement for low prevalent antigens. In a recent study, Chiaro et al. presented an elegant proof of …

Deep-Learning-Based Image Super-Resolution Of An End-Expandable Optical Fiber Probe For Application In Esophageal Cancer Diagnostics, Xiaohui Zhang, Mimi Tan, Mansour Nabil, Richa Shukla, Shaleen Vasavada, Sharmila Anandasabapathy, Mark A Anastasio, Elena Petrova

Faculty, Staff and Students Publications

SIGNIFICANCE: Endoscopic screening for esophageal cancer (EC) may enable early cancer diagnosis and treatment. While optical microendoscopic technology has shown promise in improving specificity, the limited field of view (

AIM: To improve the efficiency of endoscopic screening, we propose a novel concept of end-expandable endoscopic optical fiber probe for larger field of visualization and for the first time evaluate a deep-learning-based image super-resolution (DL-SR) method to overcome the issue of limited sampling capability.

APPROACH: To demonstrate feasibility of the end-expandable optical fiber probe, DL-SR was applied on simulated low-resolution microendoscopic images to generate super-resolved (SR) ones. Varying the degradation …

Cranio-Cervical Abnormalities In Moderate-To-Severe Osteogenesis Imperfecta – Genotypic And Phenotypic Determinants, Juliana Marulanda, Jean-Marc Retrouvey, Brendan Lee, V Reid Sutton, Frank Rauch, Michelle Briner

Faculty, Staff and Students Publications

INTRODUCTION: Cranio-cervical anomalies are significant complications of osteogenesis imperfecta (OI), a rare bone fragility disorder that is usually caused by mutations in collagen type I encoding genes.

OBJECTIVE: To assess cranio-cervical anomalies and associated clinical findings in patients with moderate-to-severe OI using 3D cone beam computed tomography (CBCT) scans.

METHODS: Cross-sectional analysis of CBCT scans in 52 individuals with OI (age 10-37 years; 32 females) and 40 healthy controls (age 10-32 years; 26 females). Individuals with a diagnosis of OI type III (severe, n = 11), type IV (moderate, n = 33) and non-collagen OI (n = 8) were recruited …

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 …

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, …

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 …

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 …

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: …

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 …

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, …

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 …

Admix-Kit: An Integrated Toolkit And Pipeline For Genetic Analyses Of Admixed Populations, Kangcheng Hou, Stephanie Gogarten, Joohyun Kim, Xing Hua, Julie-Alexia Dias, Quan Sun, Ying Wang, Taotao Tan, Elizabeth G Atkinson, Alicia Martin, Jonathan Shortt, Jibril Hirbo, Yun Li, Bogdan Pasaniuc, Haoyu Zhang

Faculty, Staff and Students Publications

SUMMARY: Admixed populations, with their unique and diverse genetic backgrounds, are often underrepresented in genetic studies. This oversight not only limits our understanding but also exacerbates existing health disparities. One major barrier has been the lack of efficient tools tailored for the special challenges of genetic studies of admixed populations. Here, we present admix-kit, an integrated toolkit and pipeline for genetic analyses of admixed populations. Admix-kit implements a suite of methods to facilitate genotype and phenotype simulation, association testing, genetic architecture inference, and polygenic scoring in admixed populations.

AVAILABILITY AND IMPLEMENTATION: Admix-kit package is open-source and available at https://github.com/KangchengHou/admix-kit. …

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, …

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.

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 …

Fair Header Reference Genome: A Trustworthy Standard, Adam Wright, Mark D Wilkinson, Christopher Mungall, Scott Cain, Stephen Richards, Paul Sternberg, Ellen Provin, Jonathan L Jacobs, Scott Geib, Daniela Raciti, Karen Yook, Lincoln Stein, David C Molik

Faculty, Staff and Students Publications

The lack of interoperable data standards among reference genome data-sharing platforms inhibits cross-platform analysis while increasing the risk of data provenance loss. Here, we describe the FAIR bioHeaders Reference genome (FHR), a metadata standard guided by the principles of Findability, Accessibility, Interoperability and Reuse (FAIR) in addition to the principles of Transparency, Responsibility, User focus, Sustainability and Technology. The objective of FHR is to provide an extensive set of data serialisation methods and minimum data field requirements while still maintaining extensibility, flexibility and expressivity in an increasingly decentralised genomic data ecosystem. The effort needed to implement FHR is low; FHR's …

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. …

Raf Inhibitor Re-Challenge Therapy In Braf-Aberrant Pan-Cancers: The Re-Raffle Study, Blessie Elizabeth Nelson, Jason Roszik, Jibran Ahmed, Carmelia Maria Noia Barretto, Mirella Nardo, Erick Campbell, Amber M Johnson, Sarina A Piha-Paul, Isabella C Glitza Oliva, Shiao-Pei Weathers, Maria Cabanillas, Milind Javle, Funda Meric-Bernstam, Vivek Subbiah

Faculty, Staff and Student Publications

Previous studies have shown the clinical benefit of rechallenging the RAF pathway in melanoma patients previously treated with BRAF inhibitors. 44 patients with multiple tumors harboring RAF alterations were rechallenged with a second RAF inhibitor, either as monotherapy or in combination with other therapies, after prior therapy with a first RAF inhibitor. This retrospective observational study results showed that rechallenging with RAFi(s) led to an overall response rate of 18.1% [PR in thyroid (1 anaplastic; 3 papillary), 1 ovarian, 2 melanoma, 1 cholangiocarcinoma, and 1 anaplastic astrocytoma]. The clinical benefit rate was 54.5%; more than 30% of patients had durable …