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Gte: A Graph Learning Framework For Prediction Of T-Cell Receptors And Epitopes Binding Specificity, Feng Jiang, Yuzhi Guo, Hehuan Ma, Saiyang Na, Wenliang Zhong, Yi Han, Tao Wang, Junzhou Huang May 2024

Gte: A Graph Learning Framework For Prediction Of T-Cell Receptors And Epitopes Binding Specificity, Feng Jiang, Yuzhi Guo, Hehuan Ma, Saiyang Na, Wenliang Zhong, Yi Han, Tao Wang, Junzhou Huang

Faculty, Staff and Student Publications

The interaction between T-cell receptors (TCRs) and peptides (epitopes) presented by major histocompatibility complex molecules (MHC) is fundamental to the immune response. Accurate prediction of TCR–epitope interactions is crucial for advancing the understanding of various diseases and their prevention and treatment. Existing methods primarily rely on sequence-based approaches, overlooking the inherent topology structure of TCR–epitope interaction networks. In this study, we present , a novel heterogeneous Graph neural network model based on inductive learning to capture the topological structure between TCRs and Epitopes. Furthermore, we address the challenge of constructing negative samples within the graph by proposing a dynamic edge …


The Macrophage Landscape Across The Lifespan Of A Human Cardiac Allograft, Xiao Li, Diwakar Turaga, Rich G Li, Chang-Ru Tsai, Julianna N Quinn, Yi Zhao, Ruby Wilson, Katherine Carlson, Jun Wang, Joseph A Spinner, Edward J Hickey, Iki Adachi, James F Martin May 2024

The Macrophage Landscape Across The Lifespan Of A Human Cardiac Allograft, Xiao Li, Diwakar Turaga, Rich G Li, Chang-Ru Tsai, Julianna N Quinn, Yi Zhao, Ruby Wilson, Katherine Carlson, Jun Wang, Joseph A Spinner, Edward J Hickey, Iki Adachi, James F Martin

Faculty, Staff and Student Publications

Background: Much of our knowledge of organ rejection after transplantation is derived from rodent models.

Methods: We used single-nucleus RNA sequencing to investigate the inflammatory myocardial microenvironment in human pediatric cardiac allografts at different stages after transplantation. We distinguished donor- from recipient-derived cells using naturally occurring genetic variants embedded in single-nucleus RNA sequencing data.

Results: Donor-derived tissue resident macrophages, which accompany the allograft into the recipient, are lost over time after transplantation. In contrast, monocyte-derived macrophages from the recipient populate the heart within days after transplantation and form 2 macrophage populations: recipient MP1 and recipient MP2. Recipient MP2s have cell …


Graded Decisions In The Human Brain, Tao Xie, Markus Adamek, Hohyun Cho, Matthew A Adamo, Anthony L Ritaccio, Jon T Willie, Peter Brunner, Jan Kubanek May 2024

Graded Decisions In The Human Brain, Tao Xie, Markus Adamek, Hohyun Cho, Matthew A Adamo, Anthony L Ritaccio, Jon T Willie, Peter Brunner, Jan Kubanek

2020-Current year OA Pubs

Decision-makers objectively commit to a definitive choice, yet at the subjective level, human decisions appear to be associated with a degree of uncertainty. Whether decisions are definitive (i.e., concluding in all-or-none choices), or whether the underlying representations are graded, remains unclear. To answer this question, we recorded intracranial neural signals directly from the brain while human subjects made perceptual decisions. The recordings revealed that broadband gamma activity reflecting each individual's decision-making process, ramped up gradually while being graded by the accumulated decision evidence. Crucially, this grading effect persisted throughout the decision process without ever reaching a definite bound at the …


Response To Comments On The Tolerance To Clostridioides Difficile Spores To Sodium Hypochlorite Disinfection, Humaira Ahmed, Lovleen Tina Joshi May 2024

Response To Comments On The Tolerance To Clostridioides Difficile Spores To Sodium Hypochlorite Disinfection, Humaira Ahmed, Lovleen Tina Joshi

Peninsula Dental School

No abstract provided.


Neurodevelopmental Outcomes After Late Preterm Antenatal Corticosteroids: The Alps Follow-Up Study, Cynthia Gyamfi-Bannerman, Rebecca G Clifton, Alan T N Tita, Sean C Blackwell, Monica Longo, Jessica A De Voest, T Michael O'Shea, Sabine Z Bousleiman, Felecia Ortiz, Dwight J Rouse, Torri D Metz, George R Saade, Kara M Rood, Kent D Heyborne, John M Thorp, Geeta K Swamy, William A Grobman, Kelly S Gibson, Yasser Y El-Sayed, George A Macones, Eunice Kennedy Shriver Maternal-Fetal Medicine Units Network May 2024

Neurodevelopmental Outcomes After Late Preterm Antenatal Corticosteroids: The Alps Follow-Up Study, Cynthia Gyamfi-Bannerman, Rebecca G Clifton, Alan T N Tita, Sean C Blackwell, Monica Longo, Jessica A De Voest, T Michael O'Shea, Sabine Z Bousleiman, Felecia Ortiz, Dwight J Rouse, Torri D Metz, George R Saade, Kara M Rood, Kent D Heyborne, John M Thorp, Geeta K Swamy, William A Grobman, Kelly S Gibson, Yasser Y El-Sayed, George A Macones, Eunice Kennedy Shriver Maternal-Fetal Medicine Units Network

Faculty, Staff and Student Publications

Importance: The Antenatal Late Preterm Steroids (ALPS) trial changed clinical practice in the United States by finding that antenatal betamethasone at 34 to 36 weeks decreased short-term neonatal respiratory morbidity. However, the trial also found increased risk of neonatal hypoglycemia after betamethasone. This follow-up study focused on long-term neurodevelopmental outcomes after late preterm steroids.

Objective: To evaluate whether administration of late preterm (34-36 completed weeks) corticosteroids affected childhood neurodevelopmental outcomes.

Design, setting, and participants: Prospective follow-up study of children aged 6 years or older whose birthing parent had enrolled in the multicenter randomized clinical trial, conducted at 13 centers that …


Ciliary Tip Actin Dynamics Regulate Photoreceptor Outer Segment Integrity, Roly Megaw, Abigail Moye, Zhixian Zhang, Fay Newton, Fraser Mcphie, Laura C Murphy, Lisa Mckie, Feng He, Melissa K Jungnickel, Alex Von Kriegsheim, Peter A Tennant, Chloe Brotherton, Christine Gurniak, Alecia K Gross, Laura M Machesky, Theodore G Wensel, Pleasantine Mill May 2024

Ciliary Tip Actin Dynamics Regulate Photoreceptor Outer Segment Integrity, Roly Megaw, Abigail Moye, Zhixian Zhang, Fay Newton, Fraser Mcphie, Laura C Murphy, Lisa Mckie, Feng He, Melissa K Jungnickel, Alex Von Kriegsheim, Peter A Tennant, Chloe Brotherton, Christine Gurniak, Alecia K Gross, Laura M Machesky, Theodore G Wensel, Pleasantine Mill

Faculty, Staff and Students Publications

As signalling organelles, cilia regulate their G protein-coupled receptor content by ectocytosis, a process requiring localised actin dynamics to alter membrane shape. Photoreceptor outer segments comprise an expanse of folded membranes (discs) at the tip of highly-specialised connecting cilia, into which photosensitive GPCRs are concentrated. Discs are shed and remade daily. Defects in this process, due to mutations, cause retinitis pigmentosa (RP). Whilst fundamental for vision, the mechanism of photoreceptor disc generation is poorly understood. Here, we show membrane deformation required for disc genesis is driven by dynamic actin changes in a process akin to ectocytosis. We show RPGR, a …


Common Single-Base Insertions In The Vntr Of The Carboxyl Ester Lipase (Cel) Gene Are Benign And Also Likely To Arise Somatically In The Exocrine Pancreas, Ranveig S Brekke, Anny Gravdal, Khadija El Jellas, Grace E Curry, Jianguo Lin, Steven J Wilhelm, Solrun J Steine, Eric Mas, Stefan Johansson, Mark E Lowe, Bente B Johansson, Xunjun Xiao, Karianne Fjeld, Anders Molven May 2024

Common Single-Base Insertions In The Vntr Of The Carboxyl Ester Lipase (Cel) Gene Are Benign And Also Likely To Arise Somatically In The Exocrine Pancreas, Ranveig S Brekke, Anny Gravdal, Khadija El Jellas, Grace E Curry, Jianguo Lin, Steven J Wilhelm, Solrun J Steine, Eric Mas, Stefan Johansson, Mark E Lowe, Bente B Johansson, Xunjun Xiao, Karianne Fjeld, Anders Molven

2020-Current year OA Pubs

The CEL gene encodes carboxyl ester lipase, a pancreatic digestive enzyme. CEL is extremely polymorphic due to a variable number tandem repeat (VNTR) located in the last exon. Single-base deletions within this VNTR cause the inherited disorder MODY8, whereas little is known about VNTR single-base insertions in pancreatic disease. We therefore mapped CEL insertion variants (CEL-INS) in 200 Norwegian patients with pancreatic neoplastic disorders. Twenty-eight samples (14.0%) carried CEL-INS alleles. Most common were insertions in repeat 9 (9.5%), which always associated with a VNTR length of 13 repeats. The combined INS allele frequency (0.078) was similar to that observed in …


Comparative Analysis Of In-Silico Tools In Identifying Pathogenic Variants In Dominant Inherited Retinal Diseases, Daniel C Brock, Meng Wang, Hafiz Muhammad Jafar Hussain, David E Rauch, Molly Marra, Mark E Pennesi, Paul Yang, Lesley Everett, Radwan S Ajlan, Jason Colbert, Fernanda Belga Ottoni Porto, Anna Matynia, Michael B Gorin, Robert K Koenekoop, Irma Lopez, Ruifang Sui, Gang Zou, Yumei Li, Rui Chen May 2024

Comparative Analysis Of In-Silico Tools In Identifying Pathogenic Variants In Dominant Inherited Retinal Diseases, Daniel C Brock, Meng Wang, Hafiz Muhammad Jafar Hussain, David E Rauch, Molly Marra, Mark E Pennesi, Paul Yang, Lesley Everett, Radwan S Ajlan, Jason Colbert, Fernanda Belga Ottoni Porto, Anna Matynia, Michael B Gorin, Robert K Koenekoop, Irma Lopez, Ruifang Sui, Gang Zou, Yumei Li, Rui Chen

Faculty, Staff and Students Publications

Inherited retinal diseases (IRDs) are a group of rare genetic eye conditions that cause blindness. Despite progress in identifying genes associated with IRDs, improvements are necessary for classifying rare autosomal dominant (AD) disorders. AD diseases are highly heterogenous, with causal variants being restricted to specific amino acid changes within certain protein domains, making AD conditions difficult to classify. Here, we aim to determine the top-performing in-silico tools for predicting the pathogenicity of AD IRD variants. We annotated variants from ClinVar and benchmarked 39 variant classifier tools on IRD genes, split by inheritance pattern. Using area-under-the-curve (AUC) analysis, we determined the …


Gpatch8 Modulates Mutant Sf3b1 Mis-Splicing And Pathogenicity In Hematologic Malignancies., Salima Benbarche, Jose Mario Bello Pineda, Laura Baquero Galvis, Jeetayu Biswas, Bo Liu, Eric Wang, Qian Zhang, Simon J Hogg, Kadeen Lyttle, Ariana Dahi, Alexander M Lewis, Martina Sarchi, Jahan Rahman, Nina Fox, Yuxi Ai, Sanjoy Mehta, Ralph Garippa, Juliana Ortiz-Pacheco, Zhuoning Li, Mara Monetti, Robert F Stanley, Sergei Doulatov, Robert K Bradley, Omar Abdel-Wahab May 2024

Gpatch8 Modulates Mutant Sf3b1 Mis-Splicing And Pathogenicity In Hematologic Malignancies., Salima Benbarche, Jose Mario Bello Pineda, Laura Baquero Galvis, Jeetayu Biswas, Bo Liu, Eric Wang, Qian Zhang, Simon J Hogg, Kadeen Lyttle, Ariana Dahi, Alexander M Lewis, Martina Sarchi, Jahan Rahman, Nina Fox, Yuxi Ai, Sanjoy Mehta, Ralph Garippa, Juliana Ortiz-Pacheco, Zhuoning Li, Mara Monetti, Robert F Stanley, Sergei Doulatov, Robert K Bradley, Omar Abdel-Wahab

Faculty Research 2024

Mutations in the RNA splicing factor gene SF3B1 are common across hematologic and solid cancers and result in widespread alterations in splicing, yet there is currently no therapeutic means to correct this mis-splicing. Here, we utilize synthetic introns uniquely responsive to mutant SF3B1 to identify trans factors required for aberrant mutant SF3B1 splicing activity. This revealed the G-patch domain-containing protein GPATCH8 as required for mutant SF3B1-induced splicing alterations and impaired hematopoiesis. GPATCH8 is involved in quality control of branchpoint selection, interacts with the RNA helicase DHX15, and functionally opposes SURP and G-patch domain containing 1 (SUGP1), a G-patch protein recently …


Misstatements, Misperceptions, And Mistakes In Controlling For Covariates In Observational Research, Xiaoxin Yu, Roger S Zoh, David A Fluharty, Luis M Mestre, Danny Valdez, Carmen D Tekwe, Colby J Vorland, Yasaman Jamshidi-Naeini, Sy Han Chiou, Stella T Lartey, David B Allison May 2024

Misstatements, Misperceptions, And Mistakes In Controlling For Covariates In Observational Research, Xiaoxin Yu, Roger S Zoh, David A Fluharty, Luis M Mestre, Danny Valdez, Carmen D Tekwe, Colby J Vorland, Yasaman Jamshidi-Naeini, Sy Han Chiou, Stella T Lartey, David B Allison

Children’s Nutrition Research Center Staff Publications

We discuss 12 misperceptions, misstatements, or mistakes concerning the use of covariates in observational or nonrandomized research. Additionally, we offer advice to help investigators, editors, reviewers, and readers make more informed decisions about conducting and interpreting research where the influence of covariates may be at issue. We primarily address misperceptions in the context of statistical management of the covariates through various forms of modeling, although we also emphasize design and model or variable selection. Other approaches to addressing the effects of covariates, including matching, have logical extensions from what we discuss here but are not dwelled upon heavily. The misperceptions, …


A Multi-Institutional Meningioma Mri Dataset For Automated Multi-Sequence Image Segmentation, Dominic Labella, Omaditya Khanna, Shan Mcburney-Lin, Ryan Mclean, Pierre Nedelec, Arif Rashid, Nourel Hoda Tahon, Talissa Altes, Ujjwal Baid, Radhika Bhalerao, Yaseen Dhemesh, Scott Floyd, Devon Godfrey, Fathi Hilal, Anastasia Janas, Anahita Kazerooni, Collin Kent, John Kirkpatrick, Florian Kofler, Kevin Leu, Nazanin Maleki, Bjoern Menze, Maxence Pajot, Zachary Reitman, Jeffrey Rudie, Rachit Saluja, Yury Velichko, Chunhao Wang, Pranav Warman, Nico Sollmann, David Diffley, Khanak Nandolia, Daniel Warren, Ali Hussain, John Pascal Fehringer, Yulia Bronstein, Lisa Deptula, Evan Stein, Mahsa Taherzadeh, Eduardo Portela De Oliveira, Aoife Haughey, Marinos Kontzialis, Luca Saba, Benjamin Turner, Melanie Brüßeler, Shehbaz Ansari, Athanasios Gkampenis, David Maximilian Weiss, Aya Mansour, Islam Shawali, Nikolay Yordanov, Joel Stein, Roula Hourani, Mohammed Yahya Moshebah, Ahmed Magdy Abouelatta, Tanvir Rizvi, Klara Willms, Dann Martin, Abdullah Okar, Gennaro D'Anna, Ahmed Taha, Yasaman Sharifi, Shahriar Faghani, Dominic Kite, Marco Pinho, Muhammad Ammar Haider, Michelle Alonso-Basanta, Javier Villanueva-Meyer, Andreas Rauschecker, Ayman Nada, Mariam Aboian, Adam Flanders, Spyridon Bakas, Evan Calabrese May 2024

A Multi-Institutional Meningioma Mri Dataset For Automated Multi-Sequence Image Segmentation, Dominic Labella, Omaditya Khanna, Shan Mcburney-Lin, Ryan Mclean, Pierre Nedelec, Arif Rashid, Nourel Hoda Tahon, Talissa Altes, Ujjwal Baid, Radhika Bhalerao, Yaseen Dhemesh, Scott Floyd, Devon Godfrey, Fathi Hilal, Anastasia Janas, Anahita Kazerooni, Collin Kent, John Kirkpatrick, Florian Kofler, Kevin Leu, Nazanin Maleki, Bjoern Menze, Maxence Pajot, Zachary Reitman, Jeffrey Rudie, Rachit Saluja, Yury Velichko, Chunhao Wang, Pranav Warman, Nico Sollmann, David Diffley, Khanak Nandolia, Daniel Warren, Ali Hussain, John Pascal Fehringer, Yulia Bronstein, Lisa Deptula, Evan Stein, Mahsa Taherzadeh, Eduardo Portela De Oliveira, Aoife Haughey, Marinos Kontzialis, Luca Saba, Benjamin Turner, Melanie Brüßeler, Shehbaz Ansari, Athanasios Gkampenis, David Maximilian Weiss, Aya Mansour, Islam Shawali, Nikolay Yordanov, Joel Stein, Roula Hourani, Mohammed Yahya Moshebah, Ahmed Magdy Abouelatta, Tanvir Rizvi, Klara Willms, Dann Martin, Abdullah Okar, Gennaro D'Anna, Ahmed Taha, Yasaman Sharifi, Shahriar Faghani, Dominic Kite, Marco Pinho, Muhammad Ammar Haider, Michelle Alonso-Basanta, Javier Villanueva-Meyer, Andreas Rauschecker, Ayman Nada, Mariam Aboian, Adam Flanders, Spyridon Bakas, Evan Calabrese

Department of Radiology Faculty Papers

Meningiomas are the most common primary intracranial tumors and can be associated with significant morbidity and mortality. Radiologists, neurosurgeons, neuro-oncologists, and radiation oncologists rely on brain MRI for diagnosis, treatment planning, and longitudinal treatment monitoring. However, automated, objective, and quantitative tools for non-invasive assessment of meningiomas on multi-sequence MR images are not available. Here we present the BraTS Pre-operative Meningioma Dataset, as the largest multi-institutional expert annotated multilabel meningioma multi-sequence MR image dataset to date. This dataset includes 1,141 multi-sequence MR images from six sites, each with four structural MRI sequences (T2-, T2/FLAIR-, pre-contrast T1-, and post-contrast T1-weighted) accompanied by …


Oncology Patients’ Willingness To Report Their Medication Safety Concerns From Home: A Qualitative Study, Deema Bunni, Grace Walters, Misun Hwang, Katie Gahn, Heidi Mason, Milisa Manojlovich, Yang Gong, Yun Jiang May 2024

Oncology Patients’ Willingness To Report Their Medication Safety Concerns From Home: A Qualitative Study, Deema Bunni, Grace Walters, Misun Hwang, Katie Gahn, Heidi Mason, Milisa Manojlovich, Yang Gong, Yun Jiang

Faculty, Staff and Student Publications

Purpose: Oncology patients often struggle to manage their medications and related adverse events during transitions of care. They are expected to take an active role in self-monitoring and timely reporting of their medication safety events or concerns to clinicians. The purpose of this study was to explore the factors influencing oncology patients' willingness to report adverse events or concerns related to their medication after their transitions back home.

Methods: A qualitative interview study was conducted with adult patients with breast, prostate, lung, or colorectal cancer who experienced care transitions within the previous year. A semi-structured interview guide was developed to …


Transcriptomic Profiling Of Plasma Extracellular Vesicles Enables Reliable Annotation Of The Cancer-Specific Transcriptome And Molecular Subtype, Vahid Bahrambeigi, Jaewon J Lee, Vittorio Branchi, Kimal I Rajapakshe, Zhichao Xu, Naishu Kui, Jason T Henry, Wang Kun, Bret M Stephens, Sarah Dhebat, Mark W Hurd, Ryan Sun, Peng Yang, Eytan Ruppin, Wenyi Wang, Scott Kopetz, Anirban Maitra, Paola A Guerrero May 2024

Transcriptomic Profiling Of Plasma Extracellular Vesicles Enables Reliable Annotation Of The Cancer-Specific Transcriptome And Molecular Subtype, Vahid Bahrambeigi, Jaewon J Lee, Vittorio Branchi, Kimal I Rajapakshe, Zhichao Xu, Naishu Kui, Jason T Henry, Wang Kun, Bret M Stephens, Sarah Dhebat, Mark W Hurd, Ryan Sun, Peng Yang, Eytan Ruppin, Wenyi Wang, Scott Kopetz, Anirban Maitra, Paola A Guerrero

Faculty, Staff and Student Publications

Longitudinal monitoring of patients with advanced cancers is crucial to evaluate both disease burden and treatment response. Current liquid biopsy approaches mostly rely on the detection of DNA-based biomarkers. However, plasma RNA analysis can unleash tremendous opportunities for tumor state interrogation and molecular subtyping. Through the application of deep learning algorithms to the deconvolved transcriptomes of RNA within plasma extracellular vesicles (evRNA), we successfully predicted consensus molecular subtypes in patients with metastatic colorectal cancer. Analysis of plasma evRNA also enabled monitoring of changes in transcriptomic subtype under treatment selection pressure and identification of molecular pathways associated with recurrence. This approach …


Ataxia-Telangiectasia Mutated Loss-Of-Function Displays Variant And Tissue-Specific Differences Across Tumor Types, Patrick G Pilié, Virginia Giuliani, Wei-Lien Wang, Daniel J Mcgrail, Christopher A Bristow, Natalie Y L Ngoi, Keith Kyewalabye, Khalida M Wani, Hung Le, Erick Campbell, Nora S Sanchez, Dong Yang, Jinesh S Gheeya, Rohit Vivek Goswamy, Vijaykumar Holla, Kenna Rael Shaw, Funda Meric-Bernstam, Chiu-Yi Liu, Xiaoyan Ma, Ningping Feng, Annette A Machado, Jennifer P Bardenhagen, Christopher P Vellano, Joseph R Marszalek, Eeson Rajendra, Desiree Piscitello, Timothy I Johnson, Maria Likhatcheva, Elias Elinati, Jayesh Majithiya, Joana Neves, Vera Grinkevich, Marco Ranzani, Marina Roy Luzarraga, Marie Boursier, Lucy Armstrong, Lerin Geo, Giorgia Lillo, Wai Yiu Tse, Alexander J Lazar, Scott E Kopetz, Mary K Geck Do, Sarah Lively, Michael G Johnson, Helen M R Robinson, Graeme C M Smith, Christopher L Carroll, M Emilia Di Francesco, Philip Jones, Timothy P Heffernan, Timothy A Yap May 2024

Ataxia-Telangiectasia Mutated Loss-Of-Function Displays Variant And Tissue-Specific Differences Across Tumor Types, Patrick G Pilié, Virginia Giuliani, Wei-Lien Wang, Daniel J Mcgrail, Christopher A Bristow, Natalie Y L Ngoi, Keith Kyewalabye, Khalida M Wani, Hung Le, Erick Campbell, Nora S Sanchez, Dong Yang, Jinesh S Gheeya, Rohit Vivek Goswamy, Vijaykumar Holla, Kenna Rael Shaw, Funda Meric-Bernstam, Chiu-Yi Liu, Xiaoyan Ma, Ningping Feng, Annette A Machado, Jennifer P Bardenhagen, Christopher P Vellano, Joseph R Marszalek, Eeson Rajendra, Desiree Piscitello, Timothy I Johnson, Maria Likhatcheva, Elias Elinati, Jayesh Majithiya, Joana Neves, Vera Grinkevich, Marco Ranzani, Marina Roy Luzarraga, Marie Boursier, Lucy Armstrong, Lerin Geo, Giorgia Lillo, Wai Yiu Tse, Alexander J Lazar, Scott E Kopetz, Mary K Geck Do, Sarah Lively, Michael G Johnson, Helen M R Robinson, Graeme C M Smith, Christopher L Carroll, M Emilia Di Francesco, Philip Jones, Timothy P Heffernan, Timothy A Yap

Faculty, Staff and Student Publications

PURPOSE: Mutations in the ATM gene are common in multiple cancers, but clinical studies of therapies targeting ATM-aberrant cancers have yielded mixed results. Refinement of ATM loss of function (LOF) as a predictive biomarker of response is urgently needed.

EXPERIMENTAL DESIGN: We present the first disclosure and preclinical development of a novel, selective ATR inhibitor, ART0380, and test its antitumor activity in multiple preclinical cancer models. To refine ATM LOF as a predictive biomarker, we performed a comprehensive pan-cancer analysis of ATM variants in patient tumors and then assessed the ATM variant-to-protein relationship. Finally, we assessed a novel ATM LOF …


Targeting Ccl2/Ccr2 Signaling Overcomes Mek Inhibitor Resistance In Acute Myeloid Leukemia, Rucha V Modak, Katia G De Oliveira Rebola, John Mcclatchy, Mona Mohammadhosseini, Alisa Damnernsawad, Stephen E Kurtz, Christopher A Eide, Guanming Wu, Ted Laderas, Tamilla Nechiporuk, Marina A Gritsenko, Joshua R Hansen, Chelsea Hutchinson, Sara J C Gosline, Paul Piehowski, Daniel Bottomly, Nicholas Short, Karin Rodland, Shannon K Mcweeney, Jeffrey W Tyner, Anupriya Agarwal May 2024

Targeting Ccl2/Ccr2 Signaling Overcomes Mek Inhibitor Resistance In Acute Myeloid Leukemia, Rucha V Modak, Katia G De Oliveira Rebola, John Mcclatchy, Mona Mohammadhosseini, Alisa Damnernsawad, Stephen E Kurtz, Christopher A Eide, Guanming Wu, Ted Laderas, Tamilla Nechiporuk, Marina A Gritsenko, Joshua R Hansen, Chelsea Hutchinson, Sara J C Gosline, Paul Piehowski, Daniel Bottomly, Nicholas Short, Karin Rodland, Shannon K Mcweeney, Jeffrey W Tyner, Anupriya Agarwal

Faculty, Staff and Student Publications

Purpose: Emerging evidence underscores the critical role of extrinsic factors within the microenvironment in protecting leukemia cells from therapeutic interventions, driving disease progression, and promoting drug resistance in acute myeloid leukemia (AML). This finding emphasizes the need for the identification of targeted therapies that inhibit intrinsic and extrinsic signaling to overcome drug resistance in AML.

Experimental design: We performed a comprehensive analysis utilizing a cohort of ∼300 AML patient samples. This analysis encompassed the evaluation of secreted cytokines/growth factors, gene expression, and ex vivo drug sensitivity to small molecules. Our investigation pinpointed a notable association between elevated levels of CCL2 …


Ire1Α Determines Ferroptosis Sensitivity Through Regulation Of Glutathione Synthesis, Dadi Jiang, Youming Guo, Tianyu Wang, Liang Wang, Yuelong Yan, Ling Xia, Rakesh Bam, Zhifen Yang, Hyemin Lee, Takao Iwawaki, Boyi Gan, Albert C Koong May 2024

Ire1Α Determines Ferroptosis Sensitivity Through Regulation Of Glutathione Synthesis, Dadi Jiang, Youming Guo, Tianyu Wang, Liang Wang, Yuelong Yan, Ling Xia, Rakesh Bam, Zhifen Yang, Hyemin Lee, Takao Iwawaki, Boyi Gan, Albert C Koong

Faculty, Staff and Student Publications

Cellular sensitivity to ferroptosis is primarily regulated by mechanisms mediating lipid hydroperoxide detoxification. We show that inositol-requiring enzyme 1 (IRE1α), an endoplasmic reticulum (ER) resident protein critical for the unfolded protein response (UPR), also determines cellular sensitivity to ferroptosis. Cancer and normal cells depleted of IRE1α gain resistance to ferroptosis, while enhanced IRE1α expression promotes sensitivity to ferroptosis. Mechanistically, IRE1α's endoribonuclease activity cleaves and down-regulates the mRNA of key glutathione biosynthesis regulators glutamate-cysteine ligase catalytic subunit (GCLC) and solute carrier family 7 member 11 (SLC7A11). This activity of IRE1α is independent of its role in regulating the UPR and is …


Integrative Molecular Analyses Of The Md Anderson Prostate Cancer Patient-Derived Xenograft (Mda Pca Pdx) Series, Nicolas Anselmino, Estefania Labanca, Peter D A Shepherd, Jiabin Dong, Jun Yang, Xiaofei Song, Subhiksha Nandakumar, Ritika Kundra, Cindy Lee, Nikolaus Schultz, Jianhua Zhang, John C Araujo, Ana M Aparicio, Sumit K Subudhi, Paul G Corn, Louis L Pisters, John F Ward, John W Davis, Elba S Vazquez, Geraldine Gueron, Christopher J Logothetis, Andrew Futreal, Patricia Troncoso, Yu Chen, Nora M Navone May 2024

Integrative Molecular Analyses Of The Md Anderson Prostate Cancer Patient-Derived Xenograft (Mda Pca Pdx) Series, Nicolas Anselmino, Estefania Labanca, Peter D A Shepherd, Jiabin Dong, Jun Yang, Xiaofei Song, Subhiksha Nandakumar, Ritika Kundra, Cindy Lee, Nikolaus Schultz, Jianhua Zhang, John C Araujo, Ana M Aparicio, Sumit K Subudhi, Paul G Corn, Louis L Pisters, John F Ward, John W Davis, Elba S Vazquez, Geraldine Gueron, Christopher J Logothetis, Andrew Futreal, Patricia Troncoso, Yu Chen, Nora M Navone

Faculty, Staff and Student Publications

PURPOSE: Develop and deploy a robust discovery platform that encompasses heterogeneity, clinical annotation, and molecular characterization and overcomes the limited availability of prostate cancer models. This initiative builds on the rich MD Anderson (MDA) prostate cancer (PCa) patient-derived xenograft (PDX) resource to complement existing publicly available databases by addressing gaps in clinically annotated models reflecting the heterogeneity of potentially lethal and lethal prostate cancer.

EXPERIMENTAL DESIGN: We performed whole-genome, targeted, and RNA sequencing in representative samples of the same tumor from 44 PDXs derived from 38 patients linked to donor tumor metadata and corresponding organoids. The cohort includes models derived …


Jag1/2 Maintain Esophageal Homeostasis And Suppress Foregut Tumorigenesis By Restricting The Basal Progenitor Cell Pool, Haidi Huang, Yu Jiang, Jiangying Liu, Dan Luo, Jianghong Yuan, Rongzi Mu, Xiang Yu, Donglei Sun, Jihong Lin, Qiyue Chen, Xinjing Li, Ming Jiang, Jianming Xu, Bo Chu, Chengqian Yin, Lei Zhang, Youqiong Ye, Bo Cao, Qiong Wang, Yongchun Zhang May 2024

Jag1/2 Maintain Esophageal Homeostasis And Suppress Foregut Tumorigenesis By Restricting The Basal Progenitor Cell Pool, Haidi Huang, Yu Jiang, Jiangying Liu, Dan Luo, Jianghong Yuan, Rongzi Mu, Xiang Yu, Donglei Sun, Jihong Lin, Qiyue Chen, Xinjing Li, Ming Jiang, Jianming Xu, Bo Chu, Chengqian Yin, Lei Zhang, Youqiong Ye, Bo Cao, Qiong Wang, Yongchun Zhang

Faculty, Staff and Students Publications

Basal progenitor cells are crucial for maintaining foregut (the esophagus and forestomach) homeostasis. When their function is dysregulated, it can promote inflammation and tumorigenesis. However, the mechanisms underlying these processes remain largely unclear. Here, we employ genetic mouse models to reveal that Jag1/2 regulate esophageal homeostasis and foregut tumorigenesis by modulating the function of basal progenitor cells. Deletion of Jag1/2 in mice disrupts esophageal and forestomach epithelial homeostasis. Mechanistically, Jag1/2 deficiency impairs activation of Notch signaling, leading to reduced squamous epithelial differentiation and expansion of basal progenitor cells. Moreover, Jag1/2 deficiency exacerbates the deoxycholic acid (DCA)-induced squamous epithelial injury and …


Give Penicillin Or Ceftriaxone: Neurosyphilis Does Not Deal In Absolutes, Nicolás W Cortés-Penfield, Daniel M Musher May 2024

Give Penicillin Or Ceftriaxone: Neurosyphilis Does Not Deal In Absolutes, Nicolás W Cortés-Penfield, Daniel M Musher

Faculty, Staff and Students Publications

No abstract provided.


Novel 3d Printed Universal Conical Holder For Eye Plaque Quality Assurance, Wentao Wang, Jacqueline Emrich, Firas Mourtada May 2024

Novel 3d Printed Universal Conical Holder For Eye Plaque Quality Assurance, Wentao Wang, Jacqueline Emrich, Firas Mourtada

Department of Radiation Oncology Faculty Papers

PURPOSE: For the custom-built construction of eye plaques, the iodine (I-125) seeds of different source strengths are recycled in our eye plaque program. To return I-125 seeds to the correct lot, we developed a novel 3D-printed conical plaque QA holder for relative assay for eye plaques.

MATERIALS AND METHODS: A universal 3D-printed conical plaque holder was designed to accommodate six plaque sizes and fit reproducibly in a well-type dose calibrator. A reproducibility test was used to compare the plaque placement consistency in the holder versus without the holder. Plaque assays were performed for assembled plaques both before implant and after …


Third-Party Fecal Microbiota Transplantation For High-Risk Treatment-Naïve Acute Gvhd Of The Lower Gi Tract, Zachariah Defilipp, Ashish V Damania, Haesook T Kim, Chia-Chi Chang, Areej El-Jawahri, Steven L Mcafee, Aj S Bottoms, Vesselina Toncheva, Melissa M Smith, Maria Dolaher, Lindsey Perry, Meghan White, Brittany Diana, Sheila Connolly, Bimalangshu R Dey, Matthew J Frigault, Richard A Newcomb, Paul V O'Donnell, Thomas R Spitzer, Michael K Mansour, Daniela Weber, Nadim J Ajami, Elizabeth Hohmann, Robert R Jenq, Yi-Bin Chen May 2024

Third-Party Fecal Microbiota Transplantation For High-Risk Treatment-Naïve Acute Gvhd Of The Lower Gi Tract, Zachariah Defilipp, Ashish V Damania, Haesook T Kim, Chia-Chi Chang, Areej El-Jawahri, Steven L Mcafee, Aj S Bottoms, Vesselina Toncheva, Melissa M Smith, Maria Dolaher, Lindsey Perry, Meghan White, Brittany Diana, Sheila Connolly, Bimalangshu R Dey, Matthew J Frigault, Richard A Newcomb, Paul V O'Donnell, Thomas R Spitzer, Michael K Mansour, Daniela Weber, Nadim J Ajami, Elizabeth Hohmann, Robert R Jenq, Yi-Bin Chen

Faculty, Staff and Student Publications

Disruption of the intestinal microbiome is observed with acute graft-versus-host disease (GVHD) of the lower gastrointestinal (LGI) tract, and fecal microbiota transplantation (FMT) has successfully cured steroid-refractory cases. In this open-label, single-arm, pilot study, third-party, single-donor FMT was administered in combination with systemic corticosteroids to participants with high-risk acute LGI GVHD, with a focus on treatment-naïve cases. Participants were scheduled to receive 1 induction dose (15 capsules per day for 2 consecutive days), followed by 3 weekly maintenance doses, consisting of 15 capsules per dose. The primary end point of the study was feasibility, which would be achieved if ≥80% …


High All-Cause Mortality And Increasing Proportion Of Older Adults With Tuberculosis In Texas, 2008–2020, Belinda A Medrano, Miryoung Lee, Gretchen Gemeinhardt, Lana Yamba, Blanca I Restrepo May 2024

High All-Cause Mortality And Increasing Proportion Of Older Adults With Tuberculosis In Texas, 2008–2020, Belinda A Medrano, Miryoung Lee, Gretchen Gemeinhardt, Lana Yamba, Blanca I Restrepo

Faculty, Staff and Student Publications

Pulmonary tuberculosis (PTB) elimination efforts must consider the global growth of the ageing population. Here we used TB surveillance data from Texas, United States (2008-2020; total n = 10656) to identify unique characteristics and outcomes in older adults (OA, ≥65 years) with PTB, compared to young adults (YA, 18-39 years) or middle-aged adults (40-64 years). We found that the proportion of OA with PTB increased from 15% in 2008 to 24% in 2020 (trend p < 0.05). Diabetes was highly prevalent in OA (32%) but not associated with adverse outcomes. Death was 13-fold higher in OA compared to YA and was 7% at the time of diagnosis which suggests diagnostic delays. However, once TB was suspected, we found no differences in culture, smear, or nucleic acid detection of mycobacteria (although less lung cavitations) in OA. During treatment, OA had less drug-resistant TB, few adverse reactions and adhered with TB treatment. We recommend training healthcare workers to 'think TB' in OA, for prompt treatment initiation to diminish deaths. Furthermore, OA should be added as a priority group to the latent TB treatment guidelines by the World Health Organization, to prevent TB disease in this highly vulnerable group.


Comprehensive Peripheral Blood Immunoprofiling Reveals Five Immunotypes With Immunotherapy Response Characteristics In Patients With Cancer, Daniiar Dyikanov, Aleksandr Zaitsev, Tatiana Vasileva, Iris Wang, Arseniy Sokolov, Evgenii Bolshakov, Alena Frank, Polina Turova, Olga Golubeva, Anna Gantseva, Anna Kamysheva, Polina Shpudeiko, Ilya Krauz, Mary Abdou, Madison Chasse, Tori Conroy, Nicholas Merriam, Julia Alesse, Noel English, Boris Shpak, Anna Shchetsova, Evgenii Tikhonov, Ivan Filatov, Anastasia Radko, Anastasiia Bolshakova, Anastasia Kachalova, Nika Lugovykh, Andrey Bulahov, Anastasiia Kilina, Syimyk Asanbekov, Irina Zheleznyak, Pavel Skoptsov, Evgenia Alekseeva, Jennifer Johnson, Joseph Curry, Alban Linnenbach, Andrew South, Enjun Yang, Kirill Morozov, Anastasiya Terenteva, Lira Nigmatullina, Dmitry Fastovetz, Anatoly Bobe, Linda Balabanian, Krystle Nomie, Sheila Yong, Christopher Davitt, Alexander Ryabykh, Olga Kudryashova, Cagdas Tazearslan, Alexander Bagaev, Nathan Fowler, Adam Luginbuhl, Ravshan Ataullakhanov, Michael Goldberg May 2024

Comprehensive Peripheral Blood Immunoprofiling Reveals Five Immunotypes With Immunotherapy Response Characteristics In Patients With Cancer, Daniiar Dyikanov, Aleksandr Zaitsev, Tatiana Vasileva, Iris Wang, Arseniy Sokolov, Evgenii Bolshakov, Alena Frank, Polina Turova, Olga Golubeva, Anna Gantseva, Anna Kamysheva, Polina Shpudeiko, Ilya Krauz, Mary Abdou, Madison Chasse, Tori Conroy, Nicholas Merriam, Julia Alesse, Noel English, Boris Shpak, Anna Shchetsova, Evgenii Tikhonov, Ivan Filatov, Anastasia Radko, Anastasiia Bolshakova, Anastasia Kachalova, Nika Lugovykh, Andrey Bulahov, Anastasiia Kilina, Syimyk Asanbekov, Irina Zheleznyak, Pavel Skoptsov, Evgenia Alekseeva, Jennifer Johnson, Joseph Curry, Alban Linnenbach, Andrew South, Enjun Yang, Kirill Morozov, Anastasiya Terenteva, Lira Nigmatullina, Dmitry Fastovetz, Anatoly Bobe, Linda Balabanian, Krystle Nomie, Sheila Yong, Christopher Davitt, Alexander Ryabykh, Olga Kudryashova, Cagdas Tazearslan, Alexander Bagaev, Nathan Fowler, Adam Luginbuhl, Ravshan Ataullakhanov, Michael Goldberg

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

The lack of comprehensive diagnostics and consensus analytical models for evaluating the status of a patient's immune system has hindered a wider adoption of immunoprofiling for treatment monitoring and response prediction in cancer patients. To address this unmet need, we developed an immunoprofiling platform that uses multiparameter flow cytometry to characterize immune cell heterogeneity in the peripheral blood of healthy donors and patients with advanced cancers. Using unsupervised clustering, we identified five immunotypes with unique distributions of different cell types and gene expression profiles. An independent analysis of 17,800 open-source transcriptomes with the same approach corroborated these findings. Continuous immunotype-based …


Mammographic Density Mediates The Protective Effect Of Early-Life Body Size On Breast Cancer Risk, Marina Vabistsevits, George Davey Smith, Tom G Richardson, Rebecca C Richmond, Weiva Sieh, Joseph H Rothstein, Laurel A Habel, Stacey E Alexeeff, Bethan Lloyd-Lewis, Eleanor Sanderson May 2024

Mammographic Density Mediates The Protective Effect Of Early-Life Body Size On Breast Cancer Risk, Marina Vabistsevits, George Davey Smith, Tom G Richardson, Rebecca C Richmond, Weiva Sieh, Joseph H Rothstein, Laurel A Habel, Stacey E Alexeeff, Bethan Lloyd-Lewis, Eleanor Sanderson

Faculty, Staff and Student Publications

The unexplained protective effect of childhood adiposity on breast cancer risk may be mediated via mammographic density (MD). Here, we investigate a complex relationship between adiposity in childhood and adulthood, puberty onset, MD phenotypes (dense area (DA), non-dense area (NDA), percent density (PD)), and their effects on breast cancer. We use Mendelian randomization (MR) and multivariable MR to estimate the total and direct effects of adiposity and age at menarche on MD phenotypes. Childhood adiposity has a decreasing effect on DA, while adulthood adiposity increases NDA. Later menarche increases DA/PD, but when accounting for childhood adiposity, this effect is attenuated. …


Parallel Use Of Low-Complexity Automated Nucleic Acid Amplification Tests On Respiratory Samples And Stool With Or Without Lateral Flow Lipoarabinomannan Assays To Detect Pulmonary Tuberculosis Disease In Children, Laura Olbrich, Alexander W Kay, Stephanie Bjerrum, Bada Yang, Johanna Åhsberg, Ruvandhi R Nathavitharana, Andreas Lundh, Maunank Shah, Devan Jaganath May 2024

Parallel Use Of Low-Complexity Automated Nucleic Acid Amplification Tests On Respiratory Samples And Stool With Or Without Lateral Flow Lipoarabinomannan Assays To Detect Pulmonary Tuberculosis Disease In Children, Laura Olbrich, Alexander W Kay, Stephanie Bjerrum, Bada Yang, Johanna Åhsberg, Ruvandhi R Nathavitharana, Andreas Lundh, Maunank Shah, Devan Jaganath

Faculty, Staff and Students Publications

This is a protocol for a Cochrane Review (diagnostic). The objectives are as follows: To compare the diagnostic accuracy of the parallel use of low-complexity automated nucleic acid amplification tests on respiratory and stool specimens in children and lateral flow urine lipoarabinomannan amongst children with HIV versus each assay alone for detecting pulmonary tuberculosis. Secondary objectives To compare the diagnostic accuracy of low-complexity automated nucleic acid amplification tests on respiratory and stool specimens in combination versus each sample type alone. To investigate the following sources of heterogeneity: clinical setting, signs and symptoms of pulmonary tuberculosis disease, screening positivity by chest …


Parallel Use Of Low-Complexity Automated Nucleic Acid Amplification Tests And Lateral Flow Urine Lipoarabinomannan Assays To Detect Tuberculosis Disease In Adults And Adolescents Living With Hiv, Stephanie Bjerrum, Bada Yang, Johanna Åhsberg, Ruvandhi R Nathavitharana, Laura Olbrich, Devan Jaganath, Alexander W Kay, Andreas Lundh, Maunank Shah May 2024

Parallel Use Of Low-Complexity Automated Nucleic Acid Amplification Tests And Lateral Flow Urine Lipoarabinomannan Assays To Detect Tuberculosis Disease In Adults And Adolescents Living With Hiv, Stephanie Bjerrum, Bada Yang, Johanna Åhsberg, Ruvandhi R Nathavitharana, Laura Olbrich, Devan Jaganath, Alexander W Kay, Andreas Lundh, Maunank Shah

Faculty, Staff and Students Publications

This is a protocol for a Cochrane Review (diagnostic). The objectives are as follows: To compare the diagnostic accuracy of parallel use of lateral flow urine lipoarabinomannan on urine and low-complexity automated nucleic acid amplification tests on respiratory samples versus each test alone for detection of tuberculosis disease in adults and adolescents living with HIV who present with presumptive tuberculosis. Secondary objectives To investigate the following sources of heterogeneity: clinical setting; signs and symptoms of tuberculosis; screening positivity for tuberculosis disease by chest x-ray, C-reactive protein elevation, and molecular World Health Organization-recommended rapid diagnostics; seriously ill; advanced HIV; and CD4 …


Reverse Genetics Of Murine Rotavirus: A Comparative Analysis Of The Wild-Type And Cell-Culture-Adapted Murine Rotavirus Vp4 In Replication And Virulence In Neonatal Mice, Takahiro Kawagishi, Liliana Sánchez-Tacuba, Ningguo Feng, Harry B Greenberg, Siyuan Ding May 2024

Reverse Genetics Of Murine Rotavirus: A Comparative Analysis Of The Wild-Type And Cell-Culture-Adapted Murine Rotavirus Vp4 In Replication And Virulence In Neonatal Mice, Takahiro Kawagishi, Liliana Sánchez-Tacuba, Ningguo Feng, Harry B Greenberg, Siyuan Ding

2020-Current year OA Pubs

Small-animal models and reverse genetics systems are powerful tools for investigating the molecular mechanisms underlying viral replication, virulence, and interaction with the host immune response in vivo. Rotavirus (RV) causes acute gastroenteritis in many young animals and infants worldwide. Murine RV replicates efficiently in the intestines of inoculated suckling pups, causing diarrhea, and spreads efficiently to uninoculated littermates. Because RVs derived from human and other non-mouse animal species do not replicate efficiently in mice, murine RVs are uniquely useful in probing the viral and host determinants of efficient replication and pathogenesis in a species-matched mouse model. Previously, we established an …


Dataset Of Weekly Intra-Treatment Diffusion Weighted Imaging In Head And Neck Cancer Patients Treated With Mr-Linac, Dina M El-Habashy, Kareem A Wahid, Renjie He, Brigid Mcdonald, Samuel J Mulder, Yao Ding, Travis Salzillo, Stephen Y Lai, John Christodouleas, Alex Dresner, Jihong Wang, Mohamed A Naser, Clifton D Fuller, Abdallah Sherif Radwan Mohamed, Joint Head And Neck Radiation Therapy-Mri Development Cooperative May 2024

Dataset Of Weekly Intra-Treatment Diffusion Weighted Imaging In Head And Neck Cancer Patients Treated With Mr-Linac, Dina M El-Habashy, Kareem A Wahid, Renjie He, Brigid Mcdonald, Samuel J Mulder, Yao Ding, Travis Salzillo, Stephen Y Lai, John Christodouleas, Alex Dresner, Jihong Wang, Mohamed A Naser, Clifton D Fuller, Abdallah Sherif Radwan Mohamed, Joint Head And Neck Radiation Therapy-Mri Development Cooperative

Faculty, Staff and Student Publications

Radiation therapy (RT) is a crucial treatment for head and neck squamous cell carcinoma (HNSCC); however, it can have adverse effects on patients' long-term function and quality of life. Biomarkers that can predict tumor response to RT are being explored to personalize treatment and improve outcomes. While tissue and blood biomarkers have limitations, imaging biomarkers derived from magnetic resonance imaging (MRI) offer detailed information. The integration of MRI and a linear accelerator in the MR-Linac system allows for MR-guided radiation therapy (MRgRT), offering precise visualization and treatment delivery. This data descriptor offers a valuable repository for weekly intra-treatment diffusion-weighted imaging …


Keratin 17 Modulates The Immune Topography Of Pancreatic Cancer, Lyanne Delgado-Coka, Michael Horowitz, Mariana Torrente-Goncalves, Lucia Roa-Peña, Cindy Leiton, Mahmudul Hasan, Sruthi Babu, Danielle Fassler, Jaymie Oentoro, Ji-Dong Bai, Emanuel Petricoin, Lynn Matrisian, Edik Matthew Blais, Natalia Marchenko, Felicia Allard, Wei Jiang, Brent Larson, Andrew Hendifar, Chao Chen, Shahira Abousamra, Dimitris Samaras, Tahsin Kurc, Joel Saltz, Luisa Escobar-Hoyos, Kenneth Shroyer May 2024

Keratin 17 Modulates The Immune Topography Of Pancreatic Cancer, Lyanne Delgado-Coka, Michael Horowitz, Mariana Torrente-Goncalves, Lucia Roa-Peña, Cindy Leiton, Mahmudul Hasan, Sruthi Babu, Danielle Fassler, Jaymie Oentoro, Ji-Dong Bai, Emanuel Petricoin, Lynn Matrisian, Edik Matthew Blais, Natalia Marchenko, Felicia Allard, Wei Jiang, Brent Larson, Andrew Hendifar, Chao Chen, Shahira Abousamra, Dimitris Samaras, Tahsin Kurc, Joel Saltz, Luisa Escobar-Hoyos, Kenneth Shroyer

Kimmel Cancer Center Faculty Papers

BACKGROUND: The immune microenvironment impacts tumor growth, invasion, metastasis, and patient survival and may provide opportunities for therapeutic intervention in pancreatic ductal adenocarcinoma (PDAC). Although never studied as a potential modulator of the immune response in most cancers, Keratin 17 (K17), a biomarker of the most aggressive (basal) molecular subtype of PDAC, is intimately involved in the histogenesis of the immune response in psoriasis, basal cell carcinoma, and cervical squamous cell carcinoma. Thus, we hypothesized that K17 expression could also impact the immune cell response in PDAC, and that uncovering this relationship could provide insight to guide the development of …


Phenome-Wide Identification Of Therapeutic Genetic Targets, Leveraging Knowledge Graphs, Graph Neural Networks, And Uk Biobank Data, Lawrence Middleton, Ioannis Melas, Chirag Vasavda, Arwa Raies, Benedek Rozemberczki, Ryan S Dhindsa, Justin S Dhindsa, Blake Weido, Quanli Wang, Andrew R Harper, Gavin Edwards, Slavé Petrovski, Dimitrios Vitsios May 2024

Phenome-Wide Identification Of Therapeutic Genetic Targets, Leveraging Knowledge Graphs, Graph Neural Networks, And Uk Biobank Data, Lawrence Middleton, Ioannis Melas, Chirag Vasavda, Arwa Raies, Benedek Rozemberczki, Ryan S Dhindsa, Justin S Dhindsa, Blake Weido, Quanli Wang, Andrew R Harper, Gavin Edwards, Slavé Petrovski, Dimitrios Vitsios

Faculty, Staff and Students Publications

The ongoing expansion of human genomic datasets propels therapeutic target identification; however, extracting gene-disease associations from gene annotations remains challenging. Here, we introduce Mantis-ML 2.0, a framework integrating AstraZeneca's Biological Insights Knowledge Graph and numerous tabular datasets, to assess gene-disease probabilities throughout the phenome. We use graph neural networks, capturing the graph's holistic structure, and train them on hundreds of balanced datasets via a robust semi-supervised learning framework to provide gene-disease probabilities across the human exome. Mantis-ML 2.0 incorporates natural language processing to automate disease-relevant feature selection for thousands of diseases. The enhanced models demonstrate a 6.9% average classification power …