Medical Specialties Commons^™

Genome-Wide Association Study Of Bladder Cancer Reveals New Biological And Translational Insights, Stella Koutros, Lambertus A Kiemeney, Parichoy Pal Choudhury, Roger L Milne, Evangelina Lopez De Maturana, Yuanqing Ye, Vijai Joseph, Oscar Florez-Vargas, Lars Dyrskjøt, Jonine Figueroa, Diptavo Dutta, Graham G Giles, Michelle A T Hildebrandt, Kenneth Offit, Manolis Kogevinas, Elisabete Weiderpass, Marjorie L Mccullough, Neal D Freedman, Demetrius Albanes, Charles Kooperberg, Victoria K Cortessis, Margaret R Karagas, Alison Johnson, Molly R Schwenn, Dalsu Baris, Helena Furberg, Dean F Bajorin, Olivier Cussenot, Geraldine Cancel-Tassin, Simone Benhamou, Peter Kraft, Stefano Porru, Angela Carta, Timothy Bishop, Melissa C Southey, Giuseppe Matullo, Tony Fletcher, Rajiv Kumar, Jack A Taylor, Philippe Lamy, Frederik Prip, Mark Kalisz, Stephanie J Weinstein, Jan G Hengstler, Silvia Selinski, Mark Harland, Mark Teo, Anne E Kiltie, Adonina Tardón, Consol Serra, Alfredo Carrato, Reina García-Closas, Josep Lloreta, Alan Schned, Petra Lenz, Elio Riboli, Paul Brennan, Anne Tjønneland, Thomas Otto, Daniel Ovsiannikov, Frank Volkert, Sita H Vermeulen, Katja K Aben, Tessel E Galesloot, Constance Turman, Immaculata De Vivo, Edward Giovannucci, David J Hunter, Chancellor Hohensee, Rebecca Hunt, Alpa V Patel, Wen-Yi Huang, Gudmar Thorleifsson, Manuela Gago-Dominguez, Pilar Amiano, Klaus Golka, Mariana C Stern, Wusheng Yan, Jia Liu, Shengchao Alfred Li, Shilpa Katta, Amy Hutchinson, Belynda Hicks, William A Wheeler, Mark P Purdue, Katherine A Mcglynn, Cari M Kitahara, Christopher A Haiman, Mark H Greene, Thorunn Rafnar, Nilanjan Chatterjee, Stephen J Chanock, Xifeng Wu, Francisco X Real, Debra T Silverman, Montserrat Garcia-Closas, Kari Stefansson, Ludmila Prokunina-Olsson, Núria Malats, Nathaniel Rothman

Faculty, Staff and Student Publications

BACKGROUND: Genomic regions identified by genome-wide association studies (GWAS) for bladder cancer risk provide new insights into etiology.

OBJECTIVE: To identify new susceptibility variants for bladder cancer in a meta-analysis of new and existing genome-wide genotype data.

DESIGN, SETTING, AND PARTICIPANTS: Data from 32 studies that includes 13,790 bladder cancer cases and 343,502 controls of European ancestry were used for meta-analysis.

OUTCOME MEASUREMENTS AND STATISTICAL ANALYSES: Log-additive associations of genetic variants were assessed using logistic regression models. A fixed-effects model was used for meta-analysis of the results. Stratified analyses were conducted to evaluate effect modification by sex and smoking status. …

Evidence Of Novel Susceptibility Variants For Prostate Cancer And A Multiancestry Polygenic Risk Score Associated With Aggressive Disease In Men Of African Ancestry, Fei Chen, Ravi K Madduri, Alex A Rodriguez, Burcu F Darst, Alisha Chou, Xin Sheng, Anqi Wang, Jiayi Shen, Edward J Saunders, Suhn K Rhie, Jeannette T Bensen, Sue A Ingles, Rick A Kittles, Sara S Strom, Benjamin A Rybicki, Barbara Nemesure, William B Isaacs, Janet L Stanford, Wei Zheng, Maureen Sanderson, Esther M John, Jong Y Park, Jianfeng Xu, Ying Wang, Sonja I Berndt, Chad D Huff, Edward D Yeboah, Yao Tettey, Joseph Lachance, Wei Tang, Christopher T Rentsch, Kelly Cho, Benjamin H Mcmahon, Richard B Biritwum, Andrew A Adjei, Evelyn Tay, Ann Truelove, Shelley Niwa, Thomas A Sellers, Kosj Yamoah, Adam B Murphy, Dana C Crawford, Alpa V Patel, William S Bush, Melinda C Aldrich, Olivier Cussenot, Gyorgy Petrovics, Jennifer Cullen, Christine M Neslund-Dudas, Mariana C Stern, Zsofia Kote-Jarai, Koveela Govindasami, Michael B Cook, Anand P Chokkalingam, Ann W Hsing, Phyllis J Goodman, Thomas J Hoffmann, Bettina F Drake, Jennifer J Hu, Jacob M Keaton, Jacklyn N Hellwege, Peter E Clark, Mohamed Jalloh, Serigne M Gueye, Lamine Niang, Olufemi Ogunbiyi, Michael O Idowu, Olufemi Popoola, Akindele O Adebiyi, Oseremen I Aisuodionoe-Shadrach, Hafees O Ajibola, Mustapha A Jamda, Olabode P Oluwole, Maxwell Nwegbu, Ben Adusei, Sunny Mante, Afua Darkwa-Abrahams, James E Mensah, Halimatou Diop, Stephen K Van Den Eeden, Pascal Blanchet, Jay H Fowke, Graham Casey, Anselm J Hennis, Alexander Lubwama, Ian M Thompson, Robin Leach, Douglas F Easton, Michael H Preuss, Ruth J Loos, Susan M Gundell, Peggy Wan, James L Mohler, Elizabeth T Fontham, Gary J Smith, Jack A Taylor, Shiv Srivastava, Rosaline A Eeles, John D Carpten, Adam S Kibel, Luc Multigner, Marie-Élise Parent, Florence Menegaux, Geraldine Cancel-Tassin, Eric A Klein, Caroline Andrews, Timothy R Rebbeck, Laurent Brureau, Stefan Ambs, Todd L Edwards, Stephen Watya, Stephen J Chanock, John S Witte, William J Blot, J Michael Gaziano, Amy C Justice, David V Conti, Christopher A Haiman

Faculty, Staff and Student Publications

BACKGROUND: Genetic factors play an important role in prostate cancer (PCa) susceptibility.

OBJECTIVE: To discover common genetic variants contributing to the risk of PCa in men of African ancestry.

DESIGN, SETTING, AND PARTICIPANTS: We conducted a meta-analysis of ten genome-wide association studies consisting of 19378 cases and 61620 controls of African ancestry.

OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Common genotyped and imputed variants were tested for their association with PCa risk. Novel susceptibility loci were identified and incorporated into a multiancestry polygenic risk score (PRS). The PRS was evaluated for associations with PCa risk and disease aggressiveness.

RESULTS AND LIMITATIONS: Nine …

A Radiomics Model Based On Synthetic Mri Acquisition For Predicting Neoadjuvant Systemic Treatment Response In Triple-Negative Breast Cancer, Ken-Pin Hwang, Nabil A Elshafeey, Aikaterini Kotrotsou, Huiqin Chen, Jong Bum Son, Medine Boge, Rania M Mohamed, Abeer H Abdelhafez, Beatriz E Adrada, Bikash Panthi, Jia Sun, Benjamin C Musall, Shu Zhang, Rosalind P Candelaria, Jason B White, Elizabeth E Ravenberg, Debu Tripathy, Clinton Yam, Jennifer K Litton, Lei Huo, Alastair M Thompson, Peng Wei, Wei T Yang, Mark D Pagel, Jingfei Ma, Gaiane M Rauch

Faculty, Staff and Student Publications

Purpose

To determine if a radiomics model based on quantitative maps acquired with synthetic MRI (SyMRI) is useful for predicting neoadjuvant systemic therapy (NAST) response in triple-negative breast cancer (TNBC).

Materials and Methods

In this prospective study, 181 women diagnosed with stage I–III TNBC were scanned with a SyMRI sequence at baseline and at midtreatment (after four cycles of NAST), producing T1, T2, and proton density (PD) maps. Histopathologic analysis at surgery was used to determine pathologic complete response (pCR) or non-pCR status. From three-dimensional tumor contours drawn on the three maps, 310 histogram and textural features were extracted, resulting …

Pontocerebellar Hypoplasia Associated With Parg183trp Homozygous Variant In Exosc1 Gene: A Case Report, Nadirah S Damseh, Ali N Obeidat, Khondakar Sayef Ahammed, Motee Al-Ashhab, Motee Abu Awad, Ambro Van Hoof

Faculty, Staff and Student Publications

Pontocerebellar hypoplasia (PCH) is a heterogeneous group of rare neurodegenerative disorders characterized by a wide phenotypic range including severe motor and cognitive impairments, microcephaly, distinctive facial features, and other features according to the type. Several classes of PCH1 have been linked to mutations in the evolutionarily conserved RNA exosome complex that consists of nine subunits (EXOSC1 to EXOSC9) and facilitates the degradation and processing of cytoplasmic and nuclear RNA from the 3' end. Only a single individual with an EXOSC1 mutation was reported with clinical features of PCH type 1 (PCH1F). Here, we report a 3-month-old female with PCH and …

The Clinicogenomic Landscape Of Induction Failure In Childhood And Young Adult T-Cell Acute Lymphoblastic Leukemia, David O'Connor, Jonas Demeulemeester, Lucia Conde, Amy Kirkwood, Kent Fung, Foteini Papaleonidopoulou, Gianna Bloye, Nadine Farah, Sunniyat Rahman, Jeremy Hancock, Caroline Bateman, Sarah Inglott, Jon Mee, Javier Herrero, Peter Van Loo, Anthony V Moorman, Ajay Vora, Marc R Mansour

Faculty, Staff and Student Publications

PURPOSE: Failure to respond to induction chemotherapy portends a poor outcome in childhood acute lymphoblastic leukemia (ALL) and is more frequent in T-cell ALL (T-ALL) than B-cell ALL. We aimed to address the limited understanding of clinical and genetic factors that influence outcome in a cohort of patients with T-ALL induction failure (IF).

METHODS: We studied all cases of T-ALL IF on two consecutive multinational randomized trials, UKALL2003 and UKALL2011, to define risk factors, treatment, and outcomes. We performed multiomic profiling to characterize the genomic landscape.

RESULTS: IF occurred in 10.3% of cases and was significantly associated with increasing age, …

Compensation Cycle Consistent Generative Adversarial Networks (Comp-Gan) For Synthetic Ct Generation From Mr Scans With Truncated Anatomy, Yao Zhao, He Wang, Cenji Yu, Laurence E Court, Xin Wang, Qianxia Wang, Tinsu Pan, Yao Ding, Jack Phan, Jinzhong Yang

Faculty, Staff and Student Publications

BACKGROUND: MR scans used in radiotherapy can be partially truncated due to the limited field of view (FOV), affecting dose calculation accuracy in MR-based radiation treatment planning.

PURPOSE: We proposed a novel Compensation-cycleGAN (Comp-cycleGAN) by modifying the cycle-consistent generative adversarial network (cycleGAN), to simultaneously create synthetic CT (sCT) images and compensate the missing anatomy from the truncated MR images.

METHODS: Computed tomography (CT) and T1 MR images with complete anatomy of 79 head-and-neck patients were used for this study. The original MR images were manually cropped 10-25 mm off at the posterior head to simulate clinically truncated MR images. Fifteen …

Patient-Reported Quality Of Life In Adolescents And Young Adults With Cancer Who Received Radiation Therapy, Kelsey L Corrigan, Bryce B Reeve, John M Salsman, Elizabeth J Siembida, Grace L Smith, Maria C Swartz, Kamaria L Lee, Faraz Afridi, Lauren M Andring, Andrew J Bishop, Jillian R Gunther, J Andrew Livingston, Susan K Peterson, Michael Roth

Faculty, Staff and Student Publications

BACKGROUND: Radiation therapy (RT) is a common treatment for adolescents and young adults (AYAs, 15-39 years old) with cancer; however, it may cause toxicities that affect health-related quality-of-life (HRQOL). Thus, we assessed HRQOL in AYAs before, during, and after RT.

METHODS: We identified 265 AYAs who completed HRQOL PROMIS® surveys before (n = 87), during (n = 84), or after (n = 94) RT. Higher PROMIS® score represents more of the concept. Mean scores were compared to the general US population and minimally important differences (MIDs) were used to evaluate the impact of cancer on HRQOL. Linear regression modeling was …

Effect Of Nanoparticle Loading And Magnetic Field Application On The Thermodynamic, Optical, And Rheological Behavior Of Thermoresponsive Polymer Solutions, Christopher A P Neal, Grace V Kresge, Michelle C Quan, Valeria León, Nondumiso O Chibambo, Michelle A Calabrese

Faculty, Staff and Student Publications

Although processing via external stimuli is a promising technique to tune the structure and properties of polymeric materials, the impact of magnetic fields on phase transitions in thermoresponsive polymer solutions is not well-understood. As nanoparticle (NP) addition is also known to impact these thermodynamic and optical properties, synergistic effects from combining magnetic fields with NP incorporation provide a novel route for tuning material properties. Here, the thermodynamic, optical, and rheological properties of aqueous poly(N-isopropyl acrylamide) (PNIPAM) solutions are examined in the presence of hydrophilic silica NPs and magnetic fields, individually and jointly, via Fourier-transform infrared spectroscopy (FTIR), magneto-turbidimetry, differential scanning …

Bladder-Sparing Treatment In Patients With Bacillus Calmette-Guerin-Unresponsive Non-Muscle-Invasive Bladder Cancer: An Analysis Of Long-Term Survival Outcomes, Wei Shen Tan, Valentina Grajales, Roberto Contieri, Patrick Hensley, Kelly Bree, Pavlos Msaouel, Charles C Guo, Graciela M Nogueras-Gonzalez, Neema Navai, Colin P Dinney, Ashish M Kamat

Faculty, Staff and Student Publications

BACKGROUND: Data for bladder-sparing treatment (BST) in bacillus Calmette-Guerin (BCG)-unresponsive non-muscle-invasive bladder cancer (NMIBC) patients report short-term outcomes limited to 1-2 yr.

OBJECTIVE: To assess long-term survival outcomes of BCG-unresponsive NMIBC patients treated with BST.

DESIGN SETTING AND PARTICIPANTS: BCG-unresponsive NMIBC patients diagnosed between January 2000 and September 2021 from an institutional NMIBC registry were evaluated.

INTERVENTION: Long-term survival outcomes for patients receiving BST, early radical cystectomy (RC), and delayed RC were compared.

OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: The primary endpoints were overall survival (OS) and cancer-specific survival (CSS).

RESULTS AND LIMITATIONS: In total, 114 patients with a median follow-up …

Estrogen-Related Receptor Signaling In Skeletal Muscle Fitness, Danesh Sopariwala, Hao Nguyen, Vihang Narkar

Faculty, Staff and Student Publications

Skeletal muscle is a highly plastic tissue that can alter its metabolic and contractile features, as well as regenerative potential in response to exercise and other conditions. Multiple signaling factors including metabolites, kinases, receptors, and transcriptional factors have been studied in the regulation of skeletal muscle plasticity. Recently, estrogen-related receptors (ERRs) have emerged as a critical transcriptional hub in control of skeletal muscle homeostasis. ERRα and ERRγ - the two highly expressed ERR sub-types in the muscle respond to various extracellular cues such as exercise, hypoxia, fasting and dietary factors, in turn regulating gene expression in the skeletal muscle. On …

Plasma Cell Myeloma With Ras/Braf Mutations Is Frequently Associated With A Complex Karyotype, Advanced Stage Disease, And Poorer Prognosis, Nianyi Li, Pei Lin, Zhuang Zuo, M James You, Wen Shuai, Robert Orlowski, Elisabet E Manasanch, Shaoying Li, Jie Xu, Sofia Garces, Fatima Zahra Jelloul, Zhenya Tang, Wei Wang, L Jeffrey Medeiros, C Cameron Yin

Faculty, Staff and Student Publications

BACKGROUND: Mutations in the RAS-MAPK pathway, such as KRAS, NRAS, and BRAF, are known as high-risk factors associated with poor prognosis in patients with various cancers, but studies in myeloma have yielded mixed results.

METHODS: We describe the clinicopathologic, cytogenetic, molecular features, and outcomes of 68 patients with RAS/BRAF-mutated myeloma, and compare with 79 patients without any mutations.

RESULTS: We show that KRAS, NRAS, and BRAF were mutated in 16%, 11%, and 5% of cases, respectively. RAS/BRAF-mutated patients had lower hemoglobin and platelet counts, higher levels of serum lactate dehydrogenase and calcium, higher percentage of bone marrow plasma cells, and …

Sox11 Is An Effective Discriminatory Marker, When Used In Conjunction With Ck20 And Ttf1, For Merkel Cell Carcinoma: Comparative Analysis Of Sox11, Ck20, Pax5, And Ttf1 Expression In Merkel Cell Carcinoma And Pulmonary Small Cell Carcinoma, Woo Cheal Cho, Kaitlin Vanderbeck, Priyadharsini Nagarajan, Denái R Milton, Pavandeep Gill, Wei-Lien Wang, Jonathan L Curry, Carlos A Torres-Cabala, Doina Ivan, Victor G Prieto, Phyu P Aung

Faculty, Staff and Student Publications

Context.—: Distinction between Merkel cell carcinoma (MCC) and pulmonary small cell carcinoma (PSmCC) can be challenging, even with the aid of immunohistochemistry (IHC) analysis of CK20 and TTF1, as these tumors occasionally lack classic immunophenotypes (CK20+/TTF1- in MCC and CK20-/TTF1+ in PSmCC).

Objective.—: To evaluate the diagnostic utility of SOX11 and PAX5 IHC for distinguishing MCCs from PSmCCs and compare it with that of CK20 and TTF1 IHC.

Design.—: SOX11, PAX5, CK20, and TTF1 expression (pattern, intensity, and proportion of tumor cells expressing protein) was assessed in 31 primary and 16 metastatic MCCs and 20 primary and 9 metastatic PSmCCs. …

Adopting Weight-Based Dosing With Pharmacy-Level Stewardship Strategies Could Reduce Cancer Drug Spending By Millions, Alex K Bryant, Zoey Chopra, Donna M Edwards, Adam S Whalley, Brian G Bazzell, Julie A Moeller, Michael J Kelley, A Mark Fendrick, Eve A Kerr, Nithya Ramnath, Michael D Green, Timothy P Hofer, Garth W Strohbehn

Faculty, Staff and Student Publications

Immune checkpoint inhibitors, a class of drugs used in approximately forty unique cancer indications, are a sizable component of the economic burden of cancer care in the US. Instead of personalized weight-based dosing, immune checkpoint inhibitors are most commonly administered at "one-size-fits-all" flat doses that are higher than necessary for the vast majority of patients. We hypothesized that personalized weight-based dosing along with common stewardship efforts at the pharmacy level, such as dose rounding and vial sharing, would lead to reductions in immune checkpoint inhibitor use and lower spending. Using data from the Veterans Health Administration (VHA) and Medicare drug …

A Cre Driver Line For Genetic Targeting Of Kappa Opioid Receptor Expressing Cells, Franciely Paliarin, Chelsea Duplantis, Andrea F Jones, Jessica Cucinello-Ragland, Samhita Basavanhalli, Emily Blaze, Evan Doré, Anna Isabella Neel, Haiguo Sun, Rong Chen, Scott Edwards, Nicholas W Gilpin, Robert O Messing, Rajani Maiya

Faculty, Staff and Student Publications

Here we describe the generation and characterization of a Cre knock-in mouse line that harbors a Cre insertion in the 3′UTR of the κ opioid receptor gene (Oprk1) locus and provides genetic access to populations of κ opioid receptor (KOR)-expressing neurons throughout the brain. Using a combination of techniques including RNA in situ hybridization and immunohistochemistry, we report that Cre is expressed with high fidelity in KOR-expressing cells throughout the brain in this mouse line. We also provide evidence that Cre insertion does not alter basal KOR function. Baseline anxiety-like behaviors and nociceptive thresholds are unaltered in Oprk1-Cre …

Author Correction: Multiscale Reorganization Of The Genome Following Dna Damage Facilitates Chromosome Translocations Via Nuclear Actin Polymerization, Jennifer Zagelbaum, Allana Schooley, Junfei Zhao, Benjamin R Schrank, Elsa Callen, Shan Zha, Max E Gottesman, André Nussenzweig, Raul Rabadan, Job Dekker, Jean Gautier

Faculty, Staff and Student Publications

No abstract provided.

Invited Commentary: Mri Clear Cell Likelihood Score For Indeterminate Solid Renal Masses: Is There A Path For Broad Clinical Adoption?, Ivan Pedrosa

Faculty, Staff and Student Publications

No abstract provided.

Interferon Signaling Promotes Tolerance To Chromosomal Instability During Metastatic Evolution In Renal Cancer, Luigi Perelli, Federica Carbone, Li Zhang, Justin K Huang, Courtney Le, Hania Khan, Francesca Citron, Edoardo Del Poggetto, Tony Gutschner, Hideo Tomihara, Melinda Soeung, Rosalba Minelli, Sanjana Srinivasan, Michael Peoples, Truong Nguyen Anh Lam, Sebastian Lundgren, Ruohan Xia, Cihui Zhu, Alaa M T Mohamed, Jianhua Zhang, Kanishka Sircar, Alessandro Sgambato, Jianjun Gao, Eric Jonasch, Giulio F Draetta, Andrew Futreal, Ziad Bakouny, Eliezer M Van Allen, Toni Choueiri, Sabina Signoretti, Pavlos Msaouel, Kevin Litchfield, Samra Turajlic, Linghua Wang, Ying Bei Chen, Renzo G Di Natale, A Ari Hakimi, Virginia Giuliani, Timothy P Heffernan, Andrea Viale, Christopher A Bristow, Nizar M Tannir, Alessandro Carugo, Giannicola Genovese

Faculty, Staff and Student Publications

Molecular routes to metastatic dissemination are critical determinants of aggressive cancers. Through in vivo CRISPR-Cas9 genome editing, we generated somatic mosaic genetically engineered models that faithfully recapitulate metastatic renal tumors. Disruption of 9p21 locus is an evolutionary driver to systemic disease through the rapid acquisition of complex karyotypes in cancer cells. Cross-species analysis revealed that recurrent patterns of copy number variations, including 21q loss and dysregulation of the interferon pathway, are major drivers of metastatic potential. In vitro and in vivo genomic engineering, leveraging loss-of-function studies, along with a model of partial trisomy of chromosome 21q, demonstrated a dosage-dependent effect …

Examining Mechanisms For Voltage-Sensitive Calcium Channel-Mediated Secretion Events In Bone Cells, Perla C Reyes Fernandez, Christian S Wright, Mary C Farach-Carson, William R Thompson

Faculty, Staff and Student Publications

In addition to their well-described functions in cell excitability, voltage-sensitive calcium channels (VSCCs) serve a critical role in calcium (Ca2+)-mediated secretion of pleiotropic paracrine and endocrine factors, including those produced in bone. Influx of Ca2+ through VSCCs activates intracellular signaling pathways to modulate a variety of cellular processes that include cell proliferation, differentiation, and bone adaptation in response to mechanical stimuli. Less well understood is the role of VSCCs in the control of bone and calcium homeostasis mediated through secreted factors. In this review, we discuss the various functions of VSCCs in skeletal cells as regulators of Ca2+ dynamics and …

Resection Cavity Auto-Contouring For Patients With Pediatric Medulloblastoma Using Only Ct Information, Soleil Hernandez, Callistus Nguyen, Skylar Gay, Jack Duryea, Rebecca Howell, David Fuentes, Jeannette Parkes, Hester Burger, Carlos Cardenas, Arnold C Paulino, Julianne Pollard-Larkin, Laurence Court

Faculty, Staff and Student Publications

PURPOSE: Target delineation for radiation therapy is a time-consuming and complex task. Autocontouring gross tumor volumes (GTVs) has been shown to increase efficiency. However, there is limited literature on post-operative target delineation, particularly for CT-based studies. To this end, we trained a CT-based autocontouring model to contour the post-operative GTV of pediatric patients with medulloblastoma.

METHODS: One hundred four retrospective pediatric CT scans were used to train a GTV auto-contouring model. Eighty patients were then preselected for contour visibility, continuity, and location to train an additional model. Each GTV was manually annotated with a visibility score based on the number …

The Promise And Future Of Radiomics For Personalized Radiotherapy Dosing And Adaptation, Rachel B Ger, Lise Wei, Issam El Naqa, Jing Wang

Faculty, Staff and Student Publications

Quantitative image analysis, also known as radiomics, aims to analyze large-scale quantitative features extracted from acquired medical images using hand-crafted or machine-engineered feature extraction approaches. Radiomics has great potential for a variety of clinical applications in radiation oncology, an image-rich treatment modality that utilizes computed tomography (CT), magnetic resonance imaging (MRI), and positron emission tomography (PET) for treatment planning, dose calculation, and image guidance. A promising application of radiomics is in predicting treatment outcomes after radiotherapy such as local control and treatment-related toxicity using features extracted from pretreatment and on-treatment images. Based on these individualized predictions of treatment outcomes, radiotherapy …

Characteristics, Treatment, And Outcome Of Diverticulitis After Immune Checkpoint Inhibitor Treatment In Patients With Malignancies, Austin R Thomas, Mostafa Eyada, Miho Kono, Krishnavathana Varatharajalu, Yang Lu, Guofan Xu, Kavea Panneerselvam, Malek Shatila, Mehmet Altan, Jennifer Wang, John A Thompson, Hao Chi Zhang, Muhammad Ali Khan, Gottumukkala S Raju, Anusha S Thomas, Yinghong Wang

Faculty, Staff and Student Publications

Purpose: Immune checkpoint inhibitors (ICIs) are efficacious for treating various malignancies. In addition to immune-related adverse events (irAEs), growing evidence suggests that ICIs might also be associated with diverticulitis. We aim to assess the clinical presentations and management of colonic diverticulitis among cancer patients after ICI treatment.

Methods: A retrospective study was conducted on ICI-treated adult cancer patients between 01/2010 and 06/2020. Patients were grouped based on when diverticulitis developed relative to ICI treatment, either before (controls) or after (cases). Patient clinical characters, treatment, and outcomes were compared between both groups.

Results: 77 eligible patients were included: 63 patients developed …

Route Of Delivery Does Not Impact Postnatal Surgical Morbidity In Pregnancies Affected By Fetal Achondroplasia, Bobby K Brar, Michael B Bober, Ethan Gough, S Shahrukh Hashmi, Jacqueline T Hecht, Lorena Dujmusic, Mary E Little, Peggy Modaff, Richard M Pauli, David F Rodriguez-Buritica, Maria E Serna, Cory Smid, Janet M Legare, Julie E Hoover-Fong

Faculty, Staff and Student Publications

Purpose: Pregnancies affected by maternal or fetal achondroplasia present unique challenges. The optimal route of delivery in fetuses with achondroplasia has not been established. Our objective was to determine whether the route of delivery affects postnatal achondroplasia-related surgical burden.

Methods: We conducted a secondary analysis of Achondroplasia Natural History Study (CLARITY), which is a multicenter natural history cohort study of patients with achondroplasia. Achondroplasia-related surgical morbidity, which we defined as the need for one or more postnatal achondroplasia-related surgeries, was assessed in relation to the route of delivery and whether the mother also had achondroplasia. Rate of each individual surgery …

Mrtx-500 Phase 2 Trial: Sitravatinib With Nivolumab In Patients With Nonsquamous Nsclc Progressing On Or After Checkpoint Inhibitor Therapy Or Chemotherapy, Kai He, David Berz, Shirish M Gadgeel, Wade T Iams, Debora S Bruno, Collin M Blakely, Alexander I Spira, Manish R Patel, David M Waterhouse, Donald A Richards, Anthony Pham, Robert Jotte, David S Hong, Edward B Garon, Anne Traynor, Peter Olson, Lisa Latven, Xiaohong Yan, Ronald Shazer, Ticiana A Leal

Faculty, Staff and Student Publications

Introduction: Sitravatinib, a receptor tyrosine kinase inhibitor targeting TYRO3, AXL, MERTK receptors, and vascular epithelial growth factor receptor 2, can shift the tumor microenvironment toward an immunostimulatory state. Combining sitravatinib with checkpoint inhibitors (CPIs) may augment antitumor activity.

Methods: The phase 2 MRTX-500 study evaluated sitravatinib (120 mg daily) with nivolumab (every 2 or 4 wk) in patients with advanced nonsquamous NSCLC who progressed on or after previous CPI (CPI-experienced) or chemotherapy (CPI-naive). CPI-experienced patients had a previous clinical benefit (PCB) (complete response, partial response, or stable disease for at least 12 weeks then disease progression) or no PCB (NPCB) …

Ai In Drug Discovery And Its Clinical Relevance, Rizwan Qureshi, Muhammad Irfan, Taimoor Muzaffar Gondal, Sheheryar Khan, Jia Wu, Muhammad Usman Hadi, John Heymach, Xiuning Le, Hong Yan, Tanvir Alam

Faculty, Staff and Student Publications

The COVID-19 pandemic has emphasized the need for novel drug discovery process. However, the journey from conceptualizing a drug to its eventual implementation in clinical settings is a long, complex, and expensive process, with many potential points of failure. Over the past decade, a vast growth in medical information has coincided with advances in computational hardware (cloud computing, GPUs, and TPUs) and the rise of deep learning. Medical data generated from large molecular screening profiles, personal health or pathology records, and public health organizations could benefit from analysis by Artificial Intelligence (AI) approaches to speed up and prevent failures in …

Snakes And Ladders: A Potential Therapy Of Hepatocyte Growth Factor And Pigment Epithelium-Derived Factor In Pulmonary Hypertension, Joseph M Zambelas, Harry Karmouty-Quintana

Faculty, Staff and Student Publications

No abstract provided.

Early Stage Gastric Adenocarcinoma: Clinical And Molecular Landscapes, Yuki Hirata, Ayesha Noorani, Shumei Song, Linghua Wang, Jaffer A Ajani

Faculty, Staff and Student Publications

Gastric adenocarcinoma, even when diagnosed at an early (localized) disease stage, poses a major health-care burden with cure rates that remain unsatisfactorily low, particularly in Western countries. This lack of progress reflects, among other aspects, the impracticality of early diagnosis, considerable variations in therapeutic approaches that is partly based on regional preferences, and the ingrained heterogeneity of gastric adenocarcinoma cells and their associated tumour microenvironment (TME). Clinical trials have long applied empirical interventions with the assumption that all early stage gastric adenocarcinomas are alike. Despite certain successes, the shortcomings of these approaches can potentially be overcome by targeting the specific …

Reducing The Production Of Acrylamide During The Roasting Of Balloon Flower Roots In Consumer Appliances And Industrial Equipment, Min Gyu Lee, Hyebin Han, Seung Hwan Ham, Suyoon Lee, Young Jin Choi, Jungwoo Hahn

Faculty, Staff and Student Publications

This study aimed to determine what conditions were needed to reduce the production of acrylamide when balloon flower roots [Platycodon grandiflorum (Jacq. A. DC.)] were heated. The conditions of temperature, time, and the type of equipment (i.e., consumer appliance or industrial equipment) were the important variables in the experiment. The official criterion for a recommended standard of acrylamide in tea product is less than 1000 µg/kg as determined by the Ministry of Food and Drug Safety in South Korea. A response surface methodology was used to determine whether the heated samples met the safety requirements. The most significant condition …

Neoadjuvant Immunotherapy For Advanced, Resectable Non-Small Cell Lung Cancer: A Systematic Review And Meta-Analysis, Yajing Wu, Vivek Verma, Carl M Gay, Yujia Chen, Fei Liang, Qiang Lin, Jianing Wang, Wei Zhang, Zhouguang Hui, Min Zhao, Jun Wang, Joe Y Chang

Faculty, Staff and Student Publications

Background: Neoadjuvant immunotherapy (nIT) is a rapidly emerging paradigm for advanced resectable non-small cell lung cancer (NSCLC). The objectives of this PRISMA/MOOSE/PICOD-guided systematic review and meta-analysis were (1) to assess the safety and efficacy of nIT, (2) to compare the safety and efficacy of neoadjuvant chemoimmunotherapy (nCIT) versus chemotherapy alone (nCT), and (3) to explore predictors of pathologic response with nIT and their association with outcomes.

Methods: Eligibility was resectable stage I-III NSCLC and the receipt of programmed death-1/programmed cell death ligand-1 (PD-L1)/cytotoxic T-lymphocyte-associated antigen-4 inhibitors before resection; other forms and modalities of neoadjuvant and/or adjuvant therapies were allowed. For …

Federated Benchmarking Of Medical Artificial Intelligence With Medperf, Alexandros Karargyris, Renato Umeton, Micah J Sheller, Alejandro Aristizabal, Johnu George, Anna Wuest, Sarthak Pati, Hasan Kassem, Maximilian Zenk, Ujjwal Baid, Prakash Narayana Moorthy, Alexander Chowdhury, Junyi Guo, Sahil Nalawade, Jacob Rosenthal, David Kanter, Maria Xenochristou, Daniel J Beutel, Verena Chung, Timothy Bergquist, James Eddy, Abubakar Abid, Lewis Tunstall, Omar Sanseviero, Dimitrios Dimitriadis, Yiming Qian, Xinxing Xu, Yong Liu, Rick Siow Mong Goh, Srini Bala, Victor Bittorf, Sreekar Reddy Puchala, Biagio Ricciuti, Soujanya Samineni, Eshna Sengupta, Akshay Chaudhari, Cody Coleman, Bala Desinghu, Gregory Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Xinyuan Huang, Satyananda Kashyap, Nicholas Lane, Indranil Mallick, Fets Consortium, Brats-2020 Consortium, Ai4safechole Consortium, Pietro Mascagni, Virendra Mehta, Cassiano Ferro Moraes, Vivek Natarajan, Nikola Nikolov, Nicolas Padoy, Gennady Pekhimenko, Vijay Janapa Reddi, G Anthony Reina, Pablo Ribalta, Abhishek Singh, Jayaraman J Thiagarajan, Jacob Albrecht, Thomas Wolf, Geralyn Miller, Huazhu Fu, Prashant Shah, Daguang Xu, Poonam Yadav, David Talby, Mark M Awad, Jeremy P Howard, Michael Rosenthal, Luigi Marchionni, Massimo Loda, Jason M Johnson, Spyridon Bakas, Peter Mattson

Faculty, Staff and Student Publications

Medical artificial intelligence (AI) has tremendous potential to advance healthcare by supporting and contributing to the evidence-based practice of medicine, personalizing patient treatment, reducing costs, and improving both healthcare provider and patient experience. Unlocking this potential requires systematic, quantitative evaluation of the performance of medical AI models on large-scale, heterogeneous data capturing diverse patient populations. Here, to meet this need, we introduce MedPerf, an open platform for benchmarking AI models in the medical domain. MedPerf focuses on enabling federated evaluation of AI models, by securely distributing them to different facilities, such as healthcare organizations. This process of bringing the model …

Monte Carlo-Derived 99m Tc Uptake Quantification With Commercial Planar Mbi: Tumor And Breast Activity Concentrations, Benjamin P Lopez, S Cheenu Kappadath

Faculty, Staff and Student Publications

BACKGROUND: Current molecular breast imaging (MBI) images are limited to qualitative evaluation, not absolute measurement, of

PURPOSE: This work assesses the accuracy of previously-published and newly-proposed tumor and normal breast tissue

METHODS: Quantification techniques were tested in over 4000 simulated acquisitions of spherical and ellipsoid tumors with clinically relevant uptake conditions using a validated Monte Carlo application of the GE Discovery NM750b system. The evaluated techniques consisted of four tumor total activity methodologies (two single-detector-based and two geometric-mean-based), two tumor MBI volume methodologies (diameter-based and ROI-based), and two normal tissue activity concentration methodologies (single-detector-based and geometric-mean-based). The most accurate of …