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Author Correction: Neoadjuvant Relatlimab And Nivolumab In Resectable Melanoma, Rodabe N Amaria, Michael Postow, Elizabeth M Burton, Michael T Tetzlaff, Merrick I Ross, Carlos Torres-Cabala, Isabella C Glitza, Fei Duan, Denái R Milton, Klaus Busam, Lauren Simpson, Jennifer L Mcquade, Michael K Wong, Jeffrey E Gershenwald, Jeffrey E Lee, Ryan P Goepfert, Emily Z Keung, Sarah B Fisher, Allison Betof-Warner, Alexander N Shoushtari, Margaret Callahan, Daniel Coit, Edmund K Bartlett, Danielle Bello, Parisa Momtaz, Courtney Nicholas, Aidi Gu, Xuejun Zhang, Brinda Rao Korivi, Madhavi Patnana, Sapna P Patel, Adi Diab, Anthony Lucci, Victor G Prieto, Michael A Davies, James P Allison, Padmanee Sharma, Jennifer A Wargo, Charlotte Ariyan, Hussein A Tawbi
Author Correction: Neoadjuvant Relatlimab And Nivolumab In Resectable Melanoma, Rodabe N Amaria, Michael Postow, Elizabeth M Burton, Michael T Tetzlaff, Merrick I Ross, Carlos Torres-Cabala, Isabella C Glitza, Fei Duan, Denái R Milton, Klaus Busam, Lauren Simpson, Jennifer L Mcquade, Michael K Wong, Jeffrey E Gershenwald, Jeffrey E Lee, Ryan P Goepfert, Emily Z Keung, Sarah B Fisher, Allison Betof-Warner, Alexander N Shoushtari, Margaret Callahan, Daniel Coit, Edmund K Bartlett, Danielle Bello, Parisa Momtaz, Courtney Nicholas, Aidi Gu, Xuejun Zhang, Brinda Rao Korivi, Madhavi Patnana, Sapna P Patel, Adi Diab, Anthony Lucci, Victor G Prieto, Michael A Davies, James P Allison, Padmanee Sharma, Jennifer A Wargo, Charlotte Ariyan, Hussein A Tawbi
Faculty, Staff and Student Publications
No abstract provided.
Volume Of Subcortical Brain Regions In Social Anxiety Disorder: Mega-Analytic Results From 37 Samples In The Enigma-Anxiety Working Group, Nynke A Groenewold, Janna Marie Bas-Hoogendam, Alyssa R Amod, Max A Laansma, Laura S Van Velzen, Moji Aghajani, Kevin Hilbert, Hyuntaek Oh, Ramiro Salas, Andrea P Jackowski, Pedro M Pan, Giovanni A Salum, James R Blair, Karina S Blair, Joy Hirsch, Spiro P Pantazatos, Franklin R Schneier, Ardesheer Talati, Karin Roelofs, Inge Volman, Laura Blanco-Hinojo, Narcís Cardoner, Jesus Pujol, Katja Beesdo-Baum, Christopher R K Ching, Sophia I Thomopoulos, Andreas Jansen, Tilo Kircher, Axel Krug, Igor Nenadić, Frederike Stein, Udo Dannlowski, Dominik Grotegerd, Hannah Lemke, Susanne Meinert, Alexandra Winter, Michael Erb, Benjamin Kreifelts, Qiyong Gong, Su Lui, Fei Zhu, Benson Mwangi, Jair C Soares, Mon-Ju Wu, Ali Bayram, Mesut Canli, Raşit Tükel, P Michiel Westenberg, Alexandre Heeren, Henk R Cremers, David Hofmann, Thomas Straube, Alexander G G Doruyter, Christine Lochner, Jutta Peterburs, Marie-José Van Tol, Raquel E Gur, Antonia N Kaczkurkin, Bart Larsen, Theodore D Satterthwaite, Courtney A Filippi, Andrea L Gold, Anita Harrewijn, André Zugman, Robin Bülow, Hans J Grabe, Henry Völzke, Katharina Wittfeld, Joscha Böhnlein, Katharina Dohm, Harald Kugel, Elisabeth Schrammen, Peter Zwanzger, Elisabeth J Leehr, Lisa Sindermann, Tali M Ball, Gregory A Fonzo, Martin P Paulus, Alan Simmons, Murray B Stein, Heide Klumpp, K Luan Phan, Tomas Furmark, Kristoffer N T Månsson, Amirhossein Manzouri, Suzanne N Avery, Jennifer Urbano Blackford, Jacqueline A Clauss, Brandee Feola, Jennifer C Harper, Chad M Sylvester, Ulrike Lueken, Dick J Veltman, Anderson M Winkler, Neda Jahanshad, Daniel S Pine, Paul M Thompson, Dan J Stein, Nic J A Van Der Wee
Volume Of Subcortical Brain Regions In Social Anxiety Disorder: Mega-Analytic Results From 37 Samples In The Enigma-Anxiety Working Group, Nynke A Groenewold, Janna Marie Bas-Hoogendam, Alyssa R Amod, Max A Laansma, Laura S Van Velzen, Moji Aghajani, Kevin Hilbert, Hyuntaek Oh, Ramiro Salas, Andrea P Jackowski, Pedro M Pan, Giovanni A Salum, James R Blair, Karina S Blair, Joy Hirsch, Spiro P Pantazatos, Franklin R Schneier, Ardesheer Talati, Karin Roelofs, Inge Volman, Laura Blanco-Hinojo, Narcís Cardoner, Jesus Pujol, Katja Beesdo-Baum, Christopher R K Ching, Sophia I Thomopoulos, Andreas Jansen, Tilo Kircher, Axel Krug, Igor Nenadić, Frederike Stein, Udo Dannlowski, Dominik Grotegerd, Hannah Lemke, Susanne Meinert, Alexandra Winter, Michael Erb, Benjamin Kreifelts, Qiyong Gong, Su Lui, Fei Zhu, Benson Mwangi, Jair C Soares, Mon-Ju Wu, Ali Bayram, Mesut Canli, Raşit Tükel, P Michiel Westenberg, Alexandre Heeren, Henk R Cremers, David Hofmann, Thomas Straube, Alexander G G Doruyter, Christine Lochner, Jutta Peterburs, Marie-José Van Tol, Raquel E Gur, Antonia N Kaczkurkin, Bart Larsen, Theodore D Satterthwaite, Courtney A Filippi, Andrea L Gold, Anita Harrewijn, André Zugman, Robin Bülow, Hans J Grabe, Henry Völzke, Katharina Wittfeld, Joscha Böhnlein, Katharina Dohm, Harald Kugel, Elisabeth Schrammen, Peter Zwanzger, Elisabeth J Leehr, Lisa Sindermann, Tali M Ball, Gregory A Fonzo, Martin P Paulus, Alan Simmons, Murray B Stein, Heide Klumpp, K Luan Phan, Tomas Furmark, Kristoffer N T Månsson, Amirhossein Manzouri, Suzanne N Avery, Jennifer Urbano Blackford, Jacqueline A Clauss, Brandee Feola, Jennifer C Harper, Chad M Sylvester, Ulrike Lueken, Dick J Veltman, Anderson M Winkler, Neda Jahanshad, Daniel S Pine, Paul M Thompson, Dan J Stein, Nic J A Van Der Wee
Faculty, Staff and Student Publications
There is limited convergence in neuroimaging investigations into volumes of subcortical brain regions in social anxiety disorder (SAD). The inconsistent findings may arise from variations in methodological approaches across studies, including sample selection based on age and clinical characteristics. The ENIGMA-Anxiety Working Group initiated a global mega-analysis to determine whether differences in subcortical volumes can be detected in adults and adolescents with SAD relative to healthy controls. Volumetric data from 37 international samples with 1115 SAD patients and 2775 controls were obtained from ENIGMA-standardized protocols for image segmentation and quality assurance. Linear mixed-effects analyses were adjusted for comparisons across seven …
Determinants And Mechanisms Of The Low Fusogenicity And High Dependence On Endosomal Entry Of Omicron Subvariants, Panke Qu, John P Evans, Chaitanya Kurhade, Cong Zeng, Yi-Min Zheng, Kai Xu, Pei-Yong Shi, Xuping Xie, Shan-Lu Liu
Determinants And Mechanisms Of The Low Fusogenicity And High Dependence On Endosomal Entry Of Omicron Subvariants, Panke Qu, John P Evans, Chaitanya Kurhade, Cong Zeng, Yi-Min Zheng, Kai Xu, Pei-Yong Shi, Xuping Xie, Shan-Lu Liu
Faculty, Staff and Student Publications
The rapid spread and strong immune evasion of the SARS-CoV-2 Omicron subvariants has raised serious concerns for the global COVID-19 pandemic. These new variants exhibit generally reduced fusogenicity and increased endosomal entry pathway utilization compared to the ancestral D614G variant, the underlying mechanisms of which remain elusive. Here, we show that the C-terminal S1 mutations of the BA.1.1 subvariant, H655Y and T547K, critically govern the low fusogenicity of Omicron. Notably, H655Y also dictates the enhanced endosome entry pathway utilization. Mechanistically, T547K and H655Y likely stabilize the spike trimer conformation as suggested by increased molecular interactions in structural modeling and enhanced …
Allosteric Autoregulation Of Dna Binding Via A Dna-Mimicking Protein Domain: A Biophysical Study Of Znf410-Dna Interaction Using Small Angle X-Ray Scattering, Gundeep Kaur, Ren Ren, Michal Hammel, John R Horton, Jie Yang, Yu Cao, Chenxi He, Fei Lan, Xianjiang Lan, Gerd A Blobel, Robert M Blumenthal, Xing Zhang, Xiaodong Cheng
Allosteric Autoregulation Of Dna Binding Via A Dna-Mimicking Protein Domain: A Biophysical Study Of Znf410-Dna Interaction Using Small Angle X-Ray Scattering, Gundeep Kaur, Ren Ren, Michal Hammel, John R Horton, Jie Yang, Yu Cao, Chenxi He, Fei Lan, Xianjiang Lan, Gerd A Blobel, Robert M Blumenthal, Xing Zhang, Xiaodong Cheng
Faculty, Staff and Student Publications
ZNF410 is a highly-conserved transcription factor, remarkable in that it recognizes a 15-base pair DNA element but has just a single responsive target gene in mammalian erythroid cells. ZNF410 includes a tandem array of five zinc-fingers (ZFs), surrounded by uncharacterized N- and C-terminal regions. Unexpectedly, full-length ZNF410 has reduced DNA binding affinity, compared to that of the isolated DNA binding ZF array, both in vitro and in cells. AlphaFold predicts a partially-folded N-terminal subdomain that includes a 30-residue long helix, preceded by a hairpin loop rich in acidic (aspartate/glutamate) and serine/threonine residues. This hairpin loop is predicted by AlphaFold to …
Jaml Immunotherapy Targets Recently Activated Tumor-Infiltrating Cd8+ T Cells, Simon Eschweiler, Alice Wang, Ciro Ramírez-Suástegui, Adrian Von Witzleben, Yingcong Li, Serena J Chee, Hayley Simon, Monalisa Mondal, Matthew Ellis, Gareth J Thomas, Vivek Chandra, Christian H Ottensmeier, Pandurangan Vijayanand
Jaml Immunotherapy Targets Recently Activated Tumor-Infiltrating Cd8+ T Cells, Simon Eschweiler, Alice Wang, Ciro Ramírez-Suástegui, Adrian Von Witzleben, Yingcong Li, Serena J Chee, Hayley Simon, Monalisa Mondal, Matthew Ellis, Gareth J Thomas, Vivek Chandra, Christian H Ottensmeier, Pandurangan Vijayanand
Faculty, Staff and Student Publications
Junctional adhesion molecule-like protein (JAML) serves as a co-stimulatory molecule in γδ T cells. While it has recently been described as a cancer immunotherapy target in mice, its potential to cause toxicity, specific mode of action with regard to its cellular targets, and whether it can be targeted in humans remain unknown. Here, we show that JAML is induced by T cell receptor engagement, reveal that this induction is linked to cis-regulatory interactions between the CD3D and JAML gene loci. When compared with other immunotherapy targets plagued by low target specificity and end-organ toxicity, we find JAML to be mostly …
Cedar: Incorporating Cell Type Hierarchy Improves Cell Type-Specific Differential Analyses In Bulk Omics Data, Luxiao Chen, Ziyi Li, Hao Wu
Cedar: Incorporating Cell Type Hierarchy Improves Cell Type-Specific Differential Analyses In Bulk Omics Data, Luxiao Chen, Ziyi Li, Hao Wu
Faculty, Staff and Student Publications
Bulk high-throughput omics data contain signals from a mixture of cell types. Recent developments of deconvolution methods facilitate cell type-specific inferences from bulk data. Our real data exploration suggests that differential expression or methylation status is often correlated among cell types. Based on this observation, we develop a novel statistical method named CeDAR to incorporate the cell type hierarchy in cell type-specific differential analyses of bulk data. Extensive simulation and real data analyses demonstrate that this approach significantly improves the accuracy and power in detecting cell type-specific differential signals compared with existing methods, especially in low-abundance cell types.
Recovering False Negatives In Crispr Fitness Screens With Jloe, Merve Dede, Traver Hart
Recovering False Negatives In Crispr Fitness Screens With Jloe, Merve Dede, Traver Hart
Faculty, Staff and Student Publications
It is widely accepted that pooled library CRISPR knockout screens offer greater sensitivity and specificity than prior technologies in detecting genes whose disruption leads to fitness defects, a critical step in identifying candidate cancer targets. However, the assumption that CRISPR screens are saturating has been largely untested. Through integrated analysis of screen data in cancer cell lines generated by the Cancer Dependency Map, we show that a typical CRISPR screen has a ∼20% false negative rate, in addition to library-specific false negatives. Replicability falls sharply as gene expression decreases, while cancer subtype-specific genes within a tissue show distinct profiles compared …
A Scanning-To-Incision Switch In Tfiih-Xpg Induced By Dna Damage Licenses Nucleotide Excision Repair, Amer Bralić, Muhammad Tehseen, Mohamed A Sobhy, Chi-Lin Tsai, Lubna Alhudhali, Gang Yi, Jina Yu, Chunli Yan, Ivaylo Ivanov, Susan E Tsutakawa, John A Tainer, Samir M Hamdan
A Scanning-To-Incision Switch In Tfiih-Xpg Induced By Dna Damage Licenses Nucleotide Excision Repair, Amer Bralić, Muhammad Tehseen, Mohamed A Sobhy, Chi-Lin Tsai, Lubna Alhudhali, Gang Yi, Jina Yu, Chunli Yan, Ivaylo Ivanov, Susan E Tsutakawa, John A Tainer, Samir M Hamdan
Faculty, Staff and Student Publications
Nucleotide excision repair (NER) is critical for removing bulky DNA base lesions and avoiding diseases. NER couples lesion recognition by XPC to strand separation by XPB and XPD ATPases, followed by lesion excision by XPF and XPG nucleases. Here, we describe key regulatory mechanisms and roles of XPG for and beyond its cleavage activity. Strikingly, by combing single-molecule imaging and bulk cleavage assays, we found that XPG binding to the 7-subunit TFIIH core (coreTFIIH) stimulates coreTFIIH-dependent double-strand (ds)DNA unwinding 10-fold, and XPG-dependent DNA cleavage by up to 700-fold. Simultaneous monitoring of rates for coreTFIIH single-stranded (ss)DNA translocation and dsDNA unwinding …
Hyperprogression Of Cutaneous T Cell Lymphoma After Anti-Pd-1 Treatment, Yumei Gao, Simeng Hu, Ruoyan Li, Shanzhao Jin, Fengjie Liu, Xiangjun Liu, Yingyi Li, Yicen Yan, Weiping Liu, Jifang Gong, Shuxia Yang, Ping Tu, Lin Shen, Fan Bai, Yang Wang
Hyperprogression Of Cutaneous T Cell Lymphoma After Anti-Pd-1 Treatment, Yumei Gao, Simeng Hu, Ruoyan Li, Shanzhao Jin, Fengjie Liu, Xiangjun Liu, Yingyi Li, Yicen Yan, Weiping Liu, Jifang Gong, Shuxia Yang, Ping Tu, Lin Shen, Fan Bai, Yang Wang
Faculty, Staff and Student Publications
BACKGROUND
Immune checkpoint blockade is an emerging treatment for T cell non-Hodgkin’s lymphoma (T-NHL), but some patients with T-NHL have experienced hyperprogression with undetermined mechanisms upon anti–PD-1 therapy.
METHODS
Single-cell RNA-Seq, whole-genome sequencing, whole-exome sequencing, and functional assays were performed on primary malignant T cells from a patient with advanced cutaneous T cell lymphoma who experienced hyperprogression upon anti–PD-1 treatment.
RESULTS
The patient was enrolled in a clinical trial of anti–PD-1 therapy and experienced disease hyperprogression. Single-cell RNA-Seq revealed that PD-1 blockade elicited a remarkable activation and proliferation of the CD4+ malignant T cells, which showed functional PD-1 expression and …
Evofosfamide For The Treatment Of Human Papillomavirus-Negative Head And Neck Squamous Cell Carcinoma, Stephen Mf Jamieson, Peter Tsai, Maria K Kondratyev, Pratha Budhani, Arthur Liu, Neil N Senzer, E Gabriela Chiorean, Shadia I Jalal, John J Nemunaitis, Dennis Kee, Avik Shome, Way W Wong, Dan Li, Nooriyah Poonawala-Lohani, Purvi M Kakadia, Nicholas S Knowlton, Courtney Rh Lynch, Cho R Hong, Tet Woo Lee, Reidar A Grénman, Laura Caporiccio, Trevor D Mckee, Mark Zaidi, Sehrish Butt, Andrew Mj Macann, Nicholas P Mcivor, John M Chaplin, Kevin O Hicks, Stefan K Bohlander, Bradly G Wouters, Charles P Hart, Cristin G Print, William R Wilson, Michael A Curran, Francis W Hunter
Evofosfamide For The Treatment Of Human Papillomavirus-Negative Head And Neck Squamous Cell Carcinoma, Stephen Mf Jamieson, Peter Tsai, Maria K Kondratyev, Pratha Budhani, Arthur Liu, Neil N Senzer, E Gabriela Chiorean, Shadia I Jalal, John J Nemunaitis, Dennis Kee, Avik Shome, Way W Wong, Dan Li, Nooriyah Poonawala-Lohani, Purvi M Kakadia, Nicholas S Knowlton, Courtney Rh Lynch, Cho R Hong, Tet Woo Lee, Reidar A Grénman, Laura Caporiccio, Trevor D Mckee, Mark Zaidi, Sehrish Butt, Andrew Mj Macann, Nicholas P Mcivor, John M Chaplin, Kevin O Hicks, Stefan K Bohlander, Bradly G Wouters, Charles P Hart, Cristin G Print, William R Wilson, Michael A Curran, Francis W Hunter
Faculty, Staff and Student Publications
Evofosfamide (TH-302) is a clinical-stage hypoxia-activated prodrug of a DNA-crosslinking nitrogen mustard that has potential utility for human papillomavirus (HPV) negative head and neck squamous cell carcinoma (HNSCC), in which tumor hypoxia limits treatment outcome. We report the preclinical efficacy, target engagement, preliminary predictive biomarkers and initial clinical activity of evofosfamide for HPV-negative HNSCC. Evofosfamide was assessed in 22 genomically characterized cell lines and 7 cell line–derived xenograft (CDX), patient-derived xenograft (PDX), orthotopic, and syngeneic tumor models. Biomarker analysis used RNA sequencing, whole-exome sequencing, and whole-genome CRISPR knockout screens. Five advanced/metastatic HNSCC patients received evofosfamide monotherapy (480 mg/m2 qw × …
Predicting Patient-Specific Tumor Dynamics: How Many Measurements Are Necessary?, Isha Harshe, Heiko Enderling, Renee Brady-Nicholls
Predicting Patient-Specific Tumor Dynamics: How Many Measurements Are Necessary?, Isha Harshe, Heiko Enderling, Renee Brady-Nicholls
Faculty, Staff and Student Publications
Acquiring sufficient data is imperative to accurately predict tumor growth dynamics and effectively treat patients. The aim of this study was to investigate the number of volume measurements necessary to predict breast tumor growth dynamics using the logistic growth model. The model was calibrated to tumor volume data from 18 untreated breast cancer patients using a varying number of measurements interpolated at clinically relevant timepoints with different levels of noise (0-20%). Error-to-model parameters and the data were compared to determine the sufficient number of measurements needed to accurately determine growth dynamics. We found that without noise, three tumor volume measurements …
A Cryptic Oxidoreductase Safeguards Oxidative Protein Folding In Corynebacterium Diphtheriae, Melissa E Reardon-Robinson, Minh Tan Nguyen, Belkys C Sanchez, Jerzy Osipiuk, Christian Rückert, Chungyu Chang, Bo Chen, Rahul Nagvekar, Andrzej Joachimiak, Andreas Tauch, Asis Das, Hung Ton-That
A Cryptic Oxidoreductase Safeguards Oxidative Protein Folding In Corynebacterium Diphtheriae, Melissa E Reardon-Robinson, Minh Tan Nguyen, Belkys C Sanchez, Jerzy Osipiuk, Christian Rückert, Chungyu Chang, Bo Chen, Rahul Nagvekar, Andrzej Joachimiak, Andreas Tauch, Asis Das, Hung Ton-That
Faculty, Staff and Student Publications
In many gram-positive Actinobacteria, including Actinomyces oris and Corynebacterium matruchotii, the conserved thiol-disulfide oxidoreductase MdbA that catalyzes oxidative folding of exported proteins is essential for bacterial viability by an unidentified mechanism. Intriguingly, in Corynebacterium diphtheriae, the deletion of mdbA blocks cell growth only at 37 °C but not at 30 °C, suggesting the presence of alternative oxidoreductase enzyme(s). By isolating spontaneous thermotolerant revertants of the mdbA mutant at 37 °C, we obtained genetic suppressors, all mapped to a single T-to-G mutation within the promoter region of tsdA, causing its elevated expression. Strikingly, increased expression of tsdA—via …
Decision-Making Under Risk And Theory Of Mind In Adolescent Offenders In Provisional Deprivation Of Liberty, Rubens José Loureiro, Flavio Takemi Kataoka, Thiago Wendt Viola, Gisele Iesbich Vargas, Breno Sanvicente-Vieira, Rodrigo Grassi-Oliveira, Bruno Kluwe-Schiavon
Decision-Making Under Risk And Theory Of Mind In Adolescent Offenders In Provisional Deprivation Of Liberty, Rubens José Loureiro, Flavio Takemi Kataoka, Thiago Wendt Viola, Gisele Iesbich Vargas, Breno Sanvicente-Vieira, Rodrigo Grassi-Oliveira, Bruno Kluwe-Schiavon
Faculty, Staff and Student Publications
INTRODUCTION: Delinquent behaviors are risky behaviors that increase during puberty and reach their highest peak in late adolescence. It has been proposed that poor decision-making and theory of mind (ToM) are key cognitive processes implicated with delinquency during adolescence, affecting evaluation of risks and impairing appreciation of social norms. Nevertheless, it is not yet clear whether adolescent offenders who are subjected to provisional deprivation of liberty due to conflict with the law (adolescents in conflict with the law [ACL]) might, in fact, present a specific profile with regard to these cognitive processes.
OBJECTIVES: To assess deliberative decision-making and ToM among …
Differential Regulation Of H3k9/H3k14 Acetylation By Small Molecules Drives Neuron-Fate-Induction Of Glioma Cell, Xincheng Liu, Cui Guo, Tiandong Leng, Zhen Fan, Jialuo Mai, Jiehong Chen, Jinhai Xu, Qianyi Li, Bin Jiang, Ke Sai, Wenzhuo Yang, Jiayu Gu, Jingyi Wang, Shuxin Sun, Zhijie Chen, Yingqian Zhong, Xuanming Liang, Chaoxin Chen, Jing Cai, Yuan Lin, Jiankai Liang, Jun Hu, Guangmei Yan, Wenbo Zhu, Wei Yin
Differential Regulation Of H3k9/H3k14 Acetylation By Small Molecules Drives Neuron-Fate-Induction Of Glioma Cell, Xincheng Liu, Cui Guo, Tiandong Leng, Zhen Fan, Jialuo Mai, Jiehong Chen, Jinhai Xu, Qianyi Li, Bin Jiang, Ke Sai, Wenzhuo Yang, Jiayu Gu, Jingyi Wang, Shuxin Sun, Zhijie Chen, Yingqian Zhong, Xuanming Liang, Chaoxin Chen, Jing Cai, Yuan Lin, Jiankai Liang, Jun Hu, Guangmei Yan, Wenbo Zhu, Wei Yin
Faculty, Staff and Student Publications
Differentiation therapy using small molecules is a promising strategy for improving the prognosis of glioblastoma (GBM). Histone acetylation plays an important role in cell fate determination. Nevertheless, whether histone acetylation in specific sites determines GBM cells fate remains to be explored. Through screening from a 349 small molecule-library, we identified that histone deacetylase inhibitor (HDACi) MS-275 synergized with 8-CPT-cAMP was able to transdifferentiate U87MG GBM cells into neuron-like cells, which were characterized by cell cycle arrest, rich neuron biomarkers, and typical neuron electrophysiology. Intriguingly, acetylation tags of histone 3 at lysine 9 (H3K9ac) were decreased in the promoter of multiple …
The Use Of Automated Atrial Cmr Measures And A Novel Atrioventricular Coupling Index For Predicting Risk In Repaired Tetralogy Of Fallot, Megan Gunsaulus, Alejandra Bueno, Carley Bright, Katelyn Snyder, Nikkan Das, Craig Dobson, Mark Debrunner, Adam Christopher, Arvind Hoskoppal, Christopher Follansbee, Gaurav Arora, Laura Olivieri, Tarek Alsaied
The Use Of Automated Atrial Cmr Measures And A Novel Atrioventricular Coupling Index For Predicting Risk In Repaired Tetralogy Of Fallot, Megan Gunsaulus, Alejandra Bueno, Carley Bright, Katelyn Snyder, Nikkan Das, Craig Dobson, Mark Debrunner, Adam Christopher, Arvind Hoskoppal, Christopher Follansbee, Gaurav Arora, Laura Olivieri, Tarek Alsaied
Faculty, Staff and Student Publications
Atrial size and function have been recognized as markers of diastolic function, and diastolic dysfunction has been identified as a predictor of adverse outcomes in repaired tetralogy of Fallot (rTOF). This was a retrospective single-center study with the objective of investigating the use of atrial measurements obtained via CMR for predicting outcomes in rTOF patients. Automated contours of the left and right atria (LA and RA) were performed. A novel parameter, termed the Right Atrioventricular Coupling Index (RACI), was defined as the ratio of RA end-diastolic volume to right ventricle (RV) end-diastolic volume. Patients were risk-stratified using a previously validated …
A Human Stem Cell-Derived Neuronal Model Of Morphine Exposure Reflects Brain Dysregulation In Opioid Use Disorder: Transcriptomic And Epigenetic Characterization Of Postmortem-Derived Ipsc Neurons, Emily F Mendez, Sandra L Grimm, Laura Stertz, Damian Gorski, Sai V Movva, Katherine Najera, Karla Moriel, Thomas D Meyer, Gabriel R Fries, Cristian Coarfa, Consuelo Walss-Bass
A Human Stem Cell-Derived Neuronal Model Of Morphine Exposure Reflects Brain Dysregulation In Opioid Use Disorder: Transcriptomic And Epigenetic Characterization Of Postmortem-Derived Ipsc Neurons, Emily F Mendez, Sandra L Grimm, Laura Stertz, Damian Gorski, Sai V Movva, Katherine Najera, Karla Moriel, Thomas D Meyer, Gabriel R Fries, Cristian Coarfa, Consuelo Walss-Bass
Faculty, Staff and Student Publications
INTRODUCTION: Human-derived induced pluripotent stem cell (iPSC) models of brain promise to advance our understanding of neurotoxic consequences of drug use. However, how well these models recapitulate the actual genomic landscape and cell function, as well as the drug-induced alterations, remains to be established. New
METHODS: We engineered a novel induced pluripotent stem cell-derived model of neural progenitor cells and neurons from cultured postmortem human skin fibroblasts, and directly compared these to isogenic brain tissue from the donor source. We assessed the maturity of the cell models across differentiation from stem cells to neurons using RNA cell type and maturity …
Functional Connectivity Signatures Of Nmdar Dysfunction In Schizophrenia—Integrating Findings From Imaging Genetics And Pharmaco-Fmri, Arnim J Gaebler, Nilüfer Fakour, Felix Stöhr, Jana Zweerings, Arezoo Taebi, Mariia Suslova, Juergen Dukart, Joerg F Hipp, Bhim M Adhikari, Peter Kochunov, Suresh D Muthukumaraswamy, Anna Forsyth, Thomas Eggermann, Florian Kraft, Ingo Kurth, Michael Paulzen, Gerhard Gründer, Frank Schneider, Klaus Mathiak
Functional Connectivity Signatures Of Nmdar Dysfunction In Schizophrenia—Integrating Findings From Imaging Genetics And Pharmaco-Fmri, Arnim J Gaebler, Nilüfer Fakour, Felix Stöhr, Jana Zweerings, Arezoo Taebi, Mariia Suslova, Juergen Dukart, Joerg F Hipp, Bhim M Adhikari, Peter Kochunov, Suresh D Muthukumaraswamy, Anna Forsyth, Thomas Eggermann, Florian Kraft, Ingo Kurth, Michael Paulzen, Gerhard Gründer, Frank Schneider, Klaus Mathiak
Faculty, Staff and Student Publications
Both, pharmacological and genome-wide association studies suggest N-methyl-D-aspartate receptor (NMDAR) dysfunction and excitatory/inhibitory (E/I)-imbalance as a major pathophysiological mechanism of schizophrenia. The identification of shared fMRI brain signatures of genetically and pharmacologically induced NMDAR dysfunction may help to define biomarkers for patient stratification. NMDAR-related genetic and pharmacological effects on functional connectivity were investigated by integrating three different datasets: (A) resting state fMRI data from 146 patients with schizophrenia genotyped for the disease-associated genetic variant rs7191183 of GRIN2A (encoding the NMDAR 2 A subunit) as well as 142 healthy controls. (B) Pharmacological effects of the NMDAR antagonist ketamine and the GABA-A …
A Deep Learning Approach To Identify Missing Is-A Relations In Snomed Ct, Rashmie Abeysinghe, Fengbo Zheng, Elmer V Bernstam, Jay Shi, Olivier Bodenreider, Licong Cui
A Deep Learning Approach To Identify Missing Is-A Relations In Snomed Ct, Rashmie Abeysinghe, Fengbo Zheng, Elmer V Bernstam, Jay Shi, Olivier Bodenreider, Licong Cui
Faculty, Staff and Student Publications
OBJECTIVE: SNOMED CT is the largest clinical terminology worldwide. Quality assurance of SNOMED CT is of utmost importance to ensure that it provides accurate domain knowledge to various SNOMED CT-based applications. In this work, we introduce a deep learning-based approach to uncover missing is-a relations in SNOMED CT.
MATERIALS AND METHODS: Our focus is to identify missing is-a relations between concept-pairs exhibiting a containment pattern (ie, the set of words of one concept being a proper subset of that of the other concept). We use hierarchically related containment concept-pairs as positive instances and hierarchically unrelated containment concept-pairs as negative instances …
Itch And Janus Kinase Inhibitors, Yujin Han, Yu Ri Woo, Sang Hyun Cho, Jeong Deuk Lee, Hei Sung Kim
Itch And Janus Kinase Inhibitors, Yujin Han, Yu Ri Woo, Sang Hyun Cho, Jeong Deuk Lee, Hei Sung Kim
Faculty, Staff and Student Publications
Itch is a common skin symptom, with complex aetiology and pathogenesis. It is mediated by 2 pathways, the histaminergic and non-histaminergic pathways. Chronic itch is understood to be processed by the latter and is difficult to treat with traditional pruritus therapies. The Janus kinase and signal transducer and activator of transcription pathway is a signalling mechanism that regulates gene expression through various cytokines. Janus kinase inhibitors, which have been tested and used for several autoimmune diseases, have also been shown to be effective for itch through clinical trials and case reports. Janus kinase inhibitors could be a good choice for …
Brainstorm-Duneuro: An Integrated And User-Friendly Finite Element Method For Modeling Electromagnetic Brain Activity, Takfarinas Medani, Juan Garcia-Prieto, Francois Tadel, Marios Antonakakis, Tim Erdbrügger, Malte Höltershinken, Wayne Mead, Sophie Schrader, Anand Joshi, Christian Engwer, Carsten H Wolters, John C Mosher, Richard M Leahy
Brainstorm-Duneuro: An Integrated And User-Friendly Finite Element Method For Modeling Electromagnetic Brain Activity, Takfarinas Medani, Juan Garcia-Prieto, Francois Tadel, Marios Antonakakis, Tim Erdbrügger, Malte Höltershinken, Wayne Mead, Sophie Schrader, Anand Joshi, Christian Engwer, Carsten H Wolters, John C Mosher, Richard M Leahy
Faculty, Staff and Student Publications
Human brain activity generates scalp potentials (electroencephalography - EEG), intracranial potentials (iEEG), and external magnetic fields (magnetoencephalography - MEG). These electrophysiology (e-phys) signals can often be measured simultaneously for research and clinical applications. The forward problem involves modeling these signals at their sensors for a given equivalent current dipole configuration within the brain. While earlier researchers modeled the head as a simple set of isotropic spheres, today's magnetic resonance imaging (MRI) data allow for a detailed anatomic description of brain structures and anisotropic characterization of tissue conductivities. We present a complete pipeline, integrated into the Brainstorm software, that allows users …
Influence Of County-Level Geographic/Ancestral Origin On Glioma Incidence And Outcomes In Us Hispanics, Kyle M Walsh, Corey Neff, Melissa L Bondy, Carol Kruchko, Jason T Huse, Christopher I Amos, Jill S Barnholtz-Sloan, Quinn T Ostrom
Influence Of County-Level Geographic/Ancestral Origin On Glioma Incidence And Outcomes In Us Hispanics, Kyle M Walsh, Corey Neff, Melissa L Bondy, Carol Kruchko, Jason T Huse, Christopher I Amos, Jill S Barnholtz-Sloan, Quinn T Ostrom
Faculty, Staff and Student Publications
BACKGROUND: Glioma incidence is 25% lower in Hispanics than White non-Hispanics. The US Hispanic population is diverse, and registry-based analyses may mask incidence differences associated with geographic/ancestral origins.
METHODS: County-level glioma incidence data in Hispanics were retrieved from the Central Brain Tumor Registry of the United States. American Community Survey data were used to determine the county-level proportion of the Hispanic population of Mexican/Central American and Caribbean origins. Age-adjusted incidence rate ratios and incidence rate ratios (IRRs) quantified the glioma incidence differences across groups. State-level estimates of admixture in Hispanics were obtained from published 23andMe data.
RESULTS: Compared to predominantly …
Staphylococcus Aureus Breast Implant Infection Isolates Display Recalcitrance To Antibiotic Pocket Irrigants, Jesus M Duran Ramirez, Jana Gomez, Blake M Hanson, Taha Isa, Terence M Myckatyn, Jennifer N Walker
Staphylococcus Aureus Breast Implant Infection Isolates Display Recalcitrance To Antibiotic Pocket Irrigants, Jesus M Duran Ramirez, Jana Gomez, Blake M Hanson, Taha Isa, Terence M Myckatyn, Jennifer N Walker
Faculty, Staff and Student Publications
Breast implant-associated infections (BIAIs) are the primary complication following placement of breast prostheses in breast cancer reconstruction. Given the prevalence of breast cancer, reconstructive failure due to infection results in significant patient distress and health care expenditures. Thus, effective BIAI prevention strategies are urgently needed. This study tests the efficacy of one infection prevention strategy: the use of a triple antibiotic pocket irrigant (TAPI) against Staphylococcus aureus, the most common cause of BIAIs. TAPI, which consists of 50,000 U bacitracin, 1 g cefazolin, and 80 mg gentamicin diluted in 500 mL of saline, is used to irrigate the breast implant …
Response Assessment In Pediatric Craniopharyngioma: Recommendations From The Response Assessment In Pediatric Neuro-Oncology (Rapno) Working Group, Lindsey M Hoffman, Camilo Jaimes, Kshitij Mankad, David M Mirsky, Benita Tamrazi, Christopher L Tinkle, Cassie Kline, Aparna Ramasubramanian, Fatema Malbari, Ross Mangum, Holly Lindsay, Vincent Horne, David J Daniels, Sameer Keole, David R Grosshans, Tina Young Poussaint, Roger Packer, Sergio Cavalheiro, Brigitte Bison, Todd C Hankinson, Hermann L Müller, Ute Bartels, Katherine E Warren, Murali Chintagumpala
Response Assessment In Pediatric Craniopharyngioma: Recommendations From The Response Assessment In Pediatric Neuro-Oncology (Rapno) Working Group, Lindsey M Hoffman, Camilo Jaimes, Kshitij Mankad, David M Mirsky, Benita Tamrazi, Christopher L Tinkle, Cassie Kline, Aparna Ramasubramanian, Fatema Malbari, Ross Mangum, Holly Lindsay, Vincent Horne, David J Daniels, Sameer Keole, David R Grosshans, Tina Young Poussaint, Roger Packer, Sergio Cavalheiro, Brigitte Bison, Todd C Hankinson, Hermann L Müller, Ute Bartels, Katherine E Warren, Murali Chintagumpala
Faculty, Staff and Student Publications
BACKGROUND: Craniopharyngioma is a histologically benign tumor of the suprasellar region for which survival is excellent but quality of life is often poor secondary to functional deficits from tumor and treatment. Standard therapy consists of maximal safe resection with or without radiation therapy. Few prospective trials have been performed, and response assessment has not been standardized.
METHODS: The Response Assessment in Pediatric Neuro-Oncology (RAPNO) committee devised consensus guidelines to assess craniopharyngioma response prospectively.
RESULTS: Magnetic resonance imaging is the recommended radiologic modality for baseline and follow-up assessments. Radiologic response is defined by 2-dimensional measurements of both solid and cystic tumor …
Association Between Characteristics Of National Association Of Epilepsy Centers And Reported Utilization Of Specific Surgical Techniques, Kristen H Arredondo, Stephanie M Ahrens, Anto I Bagić, Shasha Bai, Kevin E Chapman, Michael A Ciliberto, Dave F Clarke, Mariah Eisner, Nathan B Fountain, Jay R Gavvala, M Scott Perry, Kyle C Rossi, Lily C Wong-Kisiel, Susan T Herman, Adam P Ostendorf, Naec Center Director Study Group
Association Between Characteristics Of National Association Of Epilepsy Centers And Reported Utilization Of Specific Surgical Techniques, Kristen H Arredondo, Stephanie M Ahrens, Anto I Bagić, Shasha Bai, Kevin E Chapman, Michael A Ciliberto, Dave F Clarke, Mariah Eisner, Nathan B Fountain, Jay R Gavvala, M Scott Perry, Kyle C Rossi, Lily C Wong-Kisiel, Susan T Herman, Adam P Ostendorf, Naec Center Director Study Group
Faculty, Staff and Student Publications
Background and Objective
Nearly one-third of persons with epilepsy will continue having seizures despite trialing multiple antiseizure medications. Epilepsy surgery may be beneficial in these cases, and evaluation at a comprehensive epilepsy center is recommended. Numerous palliative and potentially curative approaches exist, and types of surgery performed may be influenced by center characteristics. This article describes epilepsy center characteristics associated with epilepsy surgery access and volumes in the United States.
Methods
We analyzed National Association of Epilepsy Centers 2019 annual report and supplemental survey data obtained with responses from 206 adult epilepsy center directors and 136 pediatric epilepsy center directors …
Ambient Oxygen Levels Regulate Intestinal Dysbiosis And Gvhd Severity After Allogeneic Stem Cell Transplantation, Keisuke Seike, Anders Kiledal, Hideaki Fujiwara, Israel Henig, Marina Burgos Da Silva, Marcel R M Van Den Brink, Robert Hein, Matthew Hoostal, Chen Liu, Katherine Oravecz-Wilson, Emma Lauder, Lu Li, Yaping Sun, Thomas M Schmidt, Yatrik M Shah, Robert R Jenq, Gregory Dick, Pavan Reddy
Ambient Oxygen Levels Regulate Intestinal Dysbiosis And Gvhd Severity After Allogeneic Stem Cell Transplantation, Keisuke Seike, Anders Kiledal, Hideaki Fujiwara, Israel Henig, Marina Burgos Da Silva, Marcel R M Van Den Brink, Robert Hein, Matthew Hoostal, Chen Liu, Katherine Oravecz-Wilson, Emma Lauder, Lu Li, Yaping Sun, Thomas M Schmidt, Yatrik M Shah, Robert R Jenq, Gregory Dick, Pavan Reddy
Faculty, Staff and Student Publications
The severity of T cell-mediated gastrointestinal (GI) diseases such as graft-versus-host disease (GVHD) and inflammatory bowel diseases correlates with a decrease in the diversity of the host gut microbiome composition characterized by loss of obligate anaerobic commensals. The mechanisms underpinning these changes in the microbial structure remain unknown. Here, we show in multiple specific pathogen-free (SPF), gnotobiotic, and germ-free murine models of GI GVHD that the initiation of the intestinal damage by the pathogenic T cells altered ambient oxygen levels in the GI tract and caused dysbiosis. The change in oxygen levels contributed to the severity of intestinal pathology in …
Computational Investigation Of A Series Of Small Molecules As Potential Compounds For Lysyl Hydroxylase-2 (Lh2) Inhibition, Yazdan Maghsoud, Erik Antonio Vázquez-Montelongo, Xudong Yang, Chengwen Liu, Zhifeng Jing, Juhoon Lee, Matthew Harger, Ally K Smith, Miguel Espinoza, Hou-Fu Guo, Jonathan M Kurie, Kevin N Dalby, Pengyu Ren, G Andrés Cisneros
Computational Investigation Of A Series Of Small Molecules As Potential Compounds For Lysyl Hydroxylase-2 (Lh2) Inhibition, Yazdan Maghsoud, Erik Antonio Vázquez-Montelongo, Xudong Yang, Chengwen Liu, Zhifeng Jing, Juhoon Lee, Matthew Harger, Ally K Smith, Miguel Espinoza, Hou-Fu Guo, Jonathan M Kurie, Kevin N Dalby, Pengyu Ren, G Andrés Cisneros
Faculty, Staff and Student Publications
The catalytic function of lysyl hydroxylase-2 (LH2), a member of the Fe(II)/αKG-dependent oxygenase superfamily, is to catalyze the hydroxylation of lysine to hydroxylysine in collagen, resulting in stable hydroxylysine aldehyde-derived collagen cross-links (HLCCs). Reports show that high amounts of LH2 lead to the accumulation of HLCCs, causing fibrosis and specific types of cancer metastasis. Some members of the Fe(II)/αKG-dependent family have also been reported to have intramolecular O
Cell-Membrane-Coated Nanoparticles For Targeted Drug Delivery To The Brain For The Treatment Of Neurological Diseases, Jianzhuang Li, Yanhao Wei, Chunlin Zhang, Rentang Bi, Yanmei Qiu, Yanan Li, Bo Hu
Cell-Membrane-Coated Nanoparticles For Targeted Drug Delivery To The Brain For The Treatment Of Neurological Diseases, Jianzhuang Li, Yanhao Wei, Chunlin Zhang, Rentang Bi, Yanmei Qiu, Yanan Li, Bo Hu
Faculty, Staff and Student Publications
Neurological diseases (NDs) are a significant cause of disability and death in the global population. However, effective treatments still need to be improved for most NDs. In recent years, cell-membrane-coated nanoparticles (CMCNPs) as drug-targeting delivery systems have become a research hotspot. Such a membrane-derived, nano drug-delivery system not only contributes to avoiding immune clearance but also endows nanoparticles (NPs) with various cellular and functional mimicries. This review article first provides an overview of the function and mechanism of single/hybrid cell-membrane-derived NPs. Then, we highlight the application and safety of CMCNPs in NDs. Finally, we discuss the challenges and opportunities in …
Epigenetic And Integrative Cross-Omics Analyses Of Cerebral White Matter Hyperintensities On Mri, Yunju Yang, Maria J Knol, Ruiqi Wang, Aniket Mishra, Dan Liu, Michelle Luciano, Alexander Teumer, Nicola Armstrong, Joshua C Bis, Min A Jhun, Shuo Li, Hieab H H Adams, Nasir Ahmad Aziz, Mark E Bastin, Mathieu Bourgey, Jennifer A Brody, Stefan Frenzel, Rebecca F Gottesman, Norbert Hosten, Lifang Hou, Sharon L R Kardia, Valerie Lohner, Pascale Marquis, Susana Muñoz Maniega, Claudia L Satizabal, Farzaneh A Sorond, Maria C Valdés Hernández, Cornelia M Van Duijn, Meike W Vernooij, Katharina Wittfeld, Qiong Yang, Wei Zhao, Eric Boerwinkle, Daniel Levy, Ian J Deary, Jiyang Jiang, Karen A Mather, Thomas H Mosley, Bruce M Psaty, Perminder S Sachdev, Jennifer A Smith, Nona Sotoodehnia, Charles S Decarli, Monique M B Breteler, M Arfan Ikram, Hans J Grabe, Joanna Wardlaw, W T Longstreth, Lenore J Launer, Sudha Seshadri, Stephanie Debette, Myriam Fornage
Epigenetic And Integrative Cross-Omics Analyses Of Cerebral White Matter Hyperintensities On Mri, Yunju Yang, Maria J Knol, Ruiqi Wang, Aniket Mishra, Dan Liu, Michelle Luciano, Alexander Teumer, Nicola Armstrong, Joshua C Bis, Min A Jhun, Shuo Li, Hieab H H Adams, Nasir Ahmad Aziz, Mark E Bastin, Mathieu Bourgey, Jennifer A Brody, Stefan Frenzel, Rebecca F Gottesman, Norbert Hosten, Lifang Hou, Sharon L R Kardia, Valerie Lohner, Pascale Marquis, Susana Muñoz Maniega, Claudia L Satizabal, Farzaneh A Sorond, Maria C Valdés Hernández, Cornelia M Van Duijn, Meike W Vernooij, Katharina Wittfeld, Qiong Yang, Wei Zhao, Eric Boerwinkle, Daniel Levy, Ian J Deary, Jiyang Jiang, Karen A Mather, Thomas H Mosley, Bruce M Psaty, Perminder S Sachdev, Jennifer A Smith, Nona Sotoodehnia, Charles S Decarli, Monique M B Breteler, M Arfan Ikram, Hans J Grabe, Joanna Wardlaw, W T Longstreth, Lenore J Launer, Sudha Seshadri, Stephanie Debette, Myriam Fornage
Faculty, Staff and Student Publications
Cerebral white matter hyperintensities on MRI are markers of cerebral small vessel disease, a major risk factor for dementia and stroke. Despite the successful identification of multiple genetic variants associated with this highly heritable condition, its genetic architecture remains incompletely understood. More specifically, the role of DNA methylation has received little attention. We investigated the association between white matter hyperintensity burden and DNA methylation in blood at ∼450 000 cytosine-phosphate-guanine (CpG) sites in 9732 middle-aged to older adults from 14 community-based studies. Single CpG and region-based association analyses were carried out. Functional annotation and integrative cross-omics analyses were performed to …
Glucose 6-P Dehydrogenase Overexpression Improves Aging-Induced Endothelial Dysfunction In Aorta From Mice: Role Of Arginase Ii, Eva Serna, Maria D Mauricio, Teresa San-Miguel, Sol Guerra-Ojeda, David Verdú, Alicia Valls, Coralie Arc-Chagnaud, Adrián De La Rosa, José Viña
Glucose 6-P Dehydrogenase Overexpression Improves Aging-Induced Endothelial Dysfunction In Aorta From Mice: Role Of Arginase Ii, Eva Serna, Maria D Mauricio, Teresa San-Miguel, Sol Guerra-Ojeda, David Verdú, Alicia Valls, Coralie Arc-Chagnaud, Adrián De La Rosa, José Viña
Faculty, Staff and Student Publications
The increase of vascular arginase activity during aging causes endothelial dysfunction. This enzyme competes with the endothelial nitric oxide synthase (eNOS) for L-arginine substrate. Our hypothesis is that glucose 6-P dehydrogenase (G6PD) overexpression could improve the endothelial function modulating the arginase pathway in aorta from mice. For this study, three groups of male mice were used: young wild type (WT) (6-9 months), old WT (21-22 months) and old G6PD-Tg (21-22 months) mice. Vascular reactivity results showed a reduced acetylcholine-dependent relaxation in the old WT but not old G6PD-Tg group. Endothelial dysfunction was reverted by nor-NOHA, an arginase inhibitor. Mice overexpressing …
Automated Contouring And Planning In Radiation Therapy: What Is 'Clinically Acceptable'?, Hana Baroudi, Kristy K Brock, Wenhua Cao, Xinru Chen, Caroline Chung, Laurence E Court, Mohammad D El Basha, Maguy Farhat, Skylar Gay, Mary P Gronberg, Aashish Chandra Gupta, Soleil Hernandez, Kai Huang, David A Jaffray, Rebecca Lim, Barbara Marquez, Kelly Nealon, Tucker J Netherton, Callistus M Nguyen, Brandon Reber, Dong Joo Rhee, Ramon M Salazar, Mihir D Shanker, Carlos Sjogreen, Mckell Woodland, Jinzhong Yang, Cenji Yu, Yao Zhao
Automated Contouring And Planning In Radiation Therapy: What Is 'Clinically Acceptable'?, Hana Baroudi, Kristy K Brock, Wenhua Cao, Xinru Chen, Caroline Chung, Laurence E Court, Mohammad D El Basha, Maguy Farhat, Skylar Gay, Mary P Gronberg, Aashish Chandra Gupta, Soleil Hernandez, Kai Huang, David A Jaffray, Rebecca Lim, Barbara Marquez, Kelly Nealon, Tucker J Netherton, Callistus M Nguyen, Brandon Reber, Dong Joo Rhee, Ramon M Salazar, Mihir D Shanker, Carlos Sjogreen, Mckell Woodland, Jinzhong Yang, Cenji Yu, Yao Zhao
Faculty, Staff and Student Publications
Developers and users of artificial-intelligence-based tools for automatic contouring and treatment planning in radiotherapy are expected to assess clinical acceptability of these tools. However, what is 'clinical acceptability'? Quantitative and qualitative approaches have been used to assess this ill-defined concept, all of which have advantages and disadvantages or limitations. The approach chosen may depend on the goal of the study as well as on available resources. In this paper, we discuss various aspects of 'clinical acceptability' and how they can move us toward a standard for defining clinical acceptability of new autocontouring and planning tools.