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Oxphos Promotes Apoptotic Resistance And Cellular Persistence In Th17 Cells In The Periphery And Tumor Microenvironment, Hanna S Hong, Nneka E Mbah, Mengrou Shan, Kristen Loesel, Lin Lin, Peter Sajjakulnukit, Luis O Correa, Anthony Andren, Jason Lin, Atsushi Hayashi, Brian Magnuson, Judy Chen, Zhaoheng Li, Yuying Xie, Li Zhang, Daniel R Goldstein, Shannon A Carty, Yu Leo Lei, Anthony W Opipari, Rafael J Argüello, Ilona Kryczek, Nobuhiko Kamada, Weiping Zou, Luigi Franchi, Costas A Lyssiotis Nov 2022

Oxphos Promotes Apoptotic Resistance And Cellular Persistence In Th17 Cells In The Periphery And Tumor Microenvironment, Hanna S Hong, Nneka E Mbah, Mengrou Shan, Kristen Loesel, Lin Lin, Peter Sajjakulnukit, Luis O Correa, Anthony Andren, Jason Lin, Atsushi Hayashi, Brian Magnuson, Judy Chen, Zhaoheng Li, Yuying Xie, Li Zhang, Daniel R Goldstein, Shannon A Carty, Yu Leo Lei, Anthony W Opipari, Rafael J Argüello, Ilona Kryczek, Nobuhiko Kamada, Weiping Zou, Luigi Franchi, Costas A Lyssiotis

Faculty, Staff and Student Publications

T cell proliferation and cytokine production are bioenergetically and biosynthetically costly. The inability to meet these metabolic demands results in altered differentiation, accompanied by impaired effector function, and attrition of the immune response. Interleukin-17-producing CD4 T cells (TH17s) are mediators of host defense, autoimmunity, and antitumor immunity in the setting of adoptive T cell therapy. TH17s are long-lived cells that require mitochondrial oxidative phosphorylation (OXPHOS) for effector function in vivo. Considering that TH17s polarized under standardized culture conditions are predominately glycolytic, little is known about how OXPHOS regulates TH17 processes, such as their ability to persist and thus contribute to …


Notch Missense Mutations In Drosophila Reveal Functions Of Specific Egf-Like Repeats In Notch Folding, Trafficking, And Signaling, Hilman Nurmahdi, Mao Hasegawa, Elzava Yuslimatin Mujizah, Takeshi Sasamura, Mikiko Inaki, Shinya Yamamoto, Tomoko Yamakawa, Kenji Matsuno Nov 2022

Notch Missense Mutations In Drosophila Reveal Functions Of Specific Egf-Like Repeats In Notch Folding, Trafficking, And Signaling, Hilman Nurmahdi, Mao Hasegawa, Elzava Yuslimatin Mujizah, Takeshi Sasamura, Mikiko Inaki, Shinya Yamamoto, Tomoko Yamakawa, Kenji Matsuno

Duncan NRI Faculty and Staff Publications

Notch signaling plays various roles in cell-fate specification through direct cell–cell interactions. Notch receptors are evolutionarily conserved transmembrane proteins with multiple epidermal growth factor (EGF)-like repeats. Drosophila Notch has 36 EGF-like repeats, and while some play a role in Notch signaling, the specific functions of most remain unclear. To investigate the role of each EGF-like repeat, we used 19 previously identified missense mutations of Notch with unique amino acid substitutions in various EGF-like repeats and a transmembrane domain; 17 of these were identified through a single genetic screen. We assessed these mutants’ phenotypes in the nervous system and hindgut during …


Mahpic Malaria Systems Biology Data From Plasmodium Cynomolgi Sporozoite Longitudinal Infections In Macaques, Jeremy D Debarry, Xuntian Jiang, Daniel S Ory, Et Al. Nov 2022

Mahpic Malaria Systems Biology Data From Plasmodium Cynomolgi Sporozoite Longitudinal Infections In Macaques, Jeremy D Debarry, Xuntian Jiang, Daniel S Ory, Et Al.

2020-Current year OA Pubs

Plasmodium cynomolgi causes zoonotic malarial infections in Southeast Asia and this parasite species is important as a model for Plasmodium vivax and Plasmodium ovale. Each of these species produces hypnozoites in the liver, which can cause relapsing infections in the blood. Here we present methods and data generated from iterative longitudinal systems biology infection experiments designed and performed by the Malaria Host-Pathogen Interaction Center (MaHPIC) to delve deeper into the biology, pathogenesis, and immune responses of P. cynomolgi in the Macaca mulatta host. Infections were initiated by sporozoite inoculation. Blood and bone marrow samples were collected at defined timepoints for …


Muscle-Specific Ablation Of Glucose Transporter 1 (Glut1) Does Not Impair Basal Or Overload-Stimulated Skeletal Muscle Glucose Uptake, Shawna L Mcmillin, Parker L Evans, William M Taylor, Luke A Weyrauch, Tyler J Sermersheim, Steven S Welc, Monique R Heitmeier, Richard C Hresko, Paul W Hruz, Francoise Koumanov, Geoffrey D Holman, E Dale Abel, Carol A Witczak Nov 2022

Muscle-Specific Ablation Of Glucose Transporter 1 (Glut1) Does Not Impair Basal Or Overload-Stimulated Skeletal Muscle Glucose Uptake, Shawna L Mcmillin, Parker L Evans, William M Taylor, Luke A Weyrauch, Tyler J Sermersheim, Steven S Welc, Monique R Heitmeier, Richard C Hresko, Paul W Hruz, Francoise Koumanov, Geoffrey D Holman, E Dale Abel, Carol A Witczak

2020-Current year OA Pubs

Glucose transporter 1 (GLUT1) is believed to solely mediate basal (insulin-independent) glucose uptake in skeletal muscle; yet recent work has demonstrated that mechanical overload, a model of resistance exercise training, increases muscle GLUT1 levels. The primary objective of this study was to determine if GLUT1 is necessary for basal or overload-stimulated muscle glucose uptake. Muscle-specific GLUT1 knockout (mGLUT1KO) mice were generated and examined for changes in body weight, body composition, metabolism, systemic glucose regulation, muscle glucose transporters, and muscle [


Cortex-Wide Response Mode Of Vip-Expressing Inhibitory Neurons By Reward And Punishment, Zoltán Szadai, Hyun-Jae Pi, Quentin Chevy, Katalin Ócsai, Dinu F Albeanu, Balázs Chiovini, Gergely Szalay, Gergely Katona, Adam Kepecs, Balázs Rózsa Nov 2022

Cortex-Wide Response Mode Of Vip-Expressing Inhibitory Neurons By Reward And Punishment, Zoltán Szadai, Hyun-Jae Pi, Quentin Chevy, Katalin Ócsai, Dinu F Albeanu, Balázs Chiovini, Gergely Szalay, Gergely Katona, Adam Kepecs, Balázs Rózsa

2020-Current year OA Pubs

Neocortex is classically divided into distinct areas, each specializing in different function, but all could benefit from reinforcement feedback to inform and update local processing. Yet it remains elusive how global signals like reward and punishment are represented in local cortical computations. Previously, we identified a cortical neuron type, vasoactive intestinal polypeptide (VIP)-expressing interneurons, in auditory cortex that is recruited by behavioral reinforcers and mediates disinhibitory control by inhibiting other inhibitory neurons. As the same disinhibitory cortical circuit is present virtually throughout cortex, we wondered whether VIP neurons are likewise recruited by reinforcers throughout cortex. We monitored VIP neural activity …


Interferon Partly Dictates A Divergent Transcriptional Response In Poxvirus-Infected And Bystander Inflammatory Monocytes, Carolina R Melo-Silva, Marisa I Roman, Cory J Knudson, Lingjuan Tang, Ren-Huan Xu, Michel Tassetto, Patrick Dolan, Raul Andino, Luis J. Sigal Nov 2022

Interferon Partly Dictates A Divergent Transcriptional Response In Poxvirus-Infected And Bystander Inflammatory Monocytes, Carolina R Melo-Silva, Marisa I Roman, Cory J Knudson, Lingjuan Tang, Ren-Huan Xu, Michel Tassetto, Patrick Dolan, Raul Andino, Luis J. Sigal

Department of Microbiology and Immunology Faculty Papers

Inflammatory monocytes (iMOs) and B cells are the main targets of the poxvirus ectromelia virus (ECTV) in the lymph nodes of mice and play distinct roles in surviving the infection. Infected and bystander iMOs control ECTV's systemic spread, preventing early death, while B cells make antibodies that eliminate ECTV. Our work demonstrates that within an infected animal that survives ECTV infection, intrinsic and bystander infection of iMOs and B cells differentially control the transcription of genes important for immune cell function and, perhaps, cell identity. Bystander cells upregulate metabolism, antigen presentation, and interferon-stimulated genes. Infected cells downregulate many cell-type-specific genes …


Oleuropein Suppresses Endometriosis Progression And Improves The Fertility Of Mice With Endometriosis, Yuri Park, Yeon Jean Cho, Nuri Sung, Mi Jin Park, Xiaoming Guan, William E Gibbons, Bert W O'Malley, Sang Jun Han Nov 2022

Oleuropein Suppresses Endometriosis Progression And Improves The Fertility Of Mice With Endometriosis, Yuri Park, Yeon Jean Cho, Nuri Sung, Mi Jin Park, Xiaoming Guan, William E Gibbons, Bert W O'Malley, Sang Jun Han

Faculty, Staff and Students Publications

BACKGROUND: Endometriosis is an estrogen-dependent inflammatory reproductive disease. Therefore, systematic estrogen depletion and anti-inflammatory drugs are the current treatment for endometriosis. However, current endometriosis treatments have low efficacy and cause adverse effects in endometriosis patients. Consequently, alternative endometriosis treatments targeting endometriosis-specific factors are in demand. In this context, ERβ was selected as a druggable target for endometriosis due to its critical role in progression. Therefore, selective targeting of ERβ without inhibiting ERα activity would be a new paradigm for endometriosis treatment to overcome the low efficacy and adverse effects of hormonal endometriosis therapy.

METHODS: Cell-based ERβ and ERα activity assay …


Post-Developmental Plasticity Of The Primary Rod Pathway Allows Restoration Of Visually Guided Behaviors, Yan Cao, Diego Fajardo, Debbie Guerrero-Given, Melanie A Samuel, Toshihisa Ohtsuka, Shannon E Boye, Naomi Kamasawa, Kirill A Martemyanov Nov 2022

Post-Developmental Plasticity Of The Primary Rod Pathway Allows Restoration Of Visually Guided Behaviors, Yan Cao, Diego Fajardo, Debbie Guerrero-Given, Melanie A Samuel, Toshihisa Ohtsuka, Shannon E Boye, Naomi Kamasawa, Kirill A Martemyanov

Center on Aging Staff Publications

Formation of neural circuits occurs in a programmed fashion, but proper activity in the circuit is essential for refining the organization necessary for driving complex behavioral tasks. In the retina, sensory deprivation during the critical period of development is well known to perturb organization of the visual circuit making the animals unable to use vision for behavior. However, the extent of plasticity, molecular factors involved and malleability of individual channels in the circuit to manipulations outside of the critical period are not well understood. In this study we selectively disconnected and reconnected rod photoreceptors in mature animals after completion of …


Depletion Of Cd206+ M2-Like Macrophages Induces Fibro-Adipogenic Progenitors Activation And Muscle Regeneration, Allah Nawaz, Muhammad Bilal, Shiho Fujisaka, Tomonobu Kado, Muhammad Rahil Aslam, Saeed Ahmed, Keisuke Okabe, Yoshiko Igarashi, Yoshiyuki Watanabe, Takahide Kuwano, Koichi Tsuneyama, Ayumi Nishimura, Yasuhiro Nishida, Seiji Yamamoto, Masakiyo Sasahara, Johji Imura, Hisashi Mori, Martin M Matzuk, Fujimi Kudo, Ichiro Manabe, Akiyoshi Uezumi, Takashi Nakagawa, Yumiko Oishi, Kazuyuki Tobe Nov 2022

Depletion Of Cd206+ M2-Like Macrophages Induces Fibro-Adipogenic Progenitors Activation And Muscle Regeneration, Allah Nawaz, Muhammad Bilal, Shiho Fujisaka, Tomonobu Kado, Muhammad Rahil Aslam, Saeed Ahmed, Keisuke Okabe, Yoshiko Igarashi, Yoshiyuki Watanabe, Takahide Kuwano, Koichi Tsuneyama, Ayumi Nishimura, Yasuhiro Nishida, Seiji Yamamoto, Masakiyo Sasahara, Johji Imura, Hisashi Mori, Martin M Matzuk, Fujimi Kudo, Ichiro Manabe, Akiyoshi Uezumi, Takashi Nakagawa, Yumiko Oishi, Kazuyuki Tobe

Faculty, Staff and Students Publications

Muscle regeneration requires the coordination of muscle stem cells, mesenchymal fibro-adipogenic progenitors (FAPs), and macrophages. How macrophages regulate the paracrine secretion of FAPs during the recovery process remains elusive. Herein, we systemically investigated the communication between CD206+ M2-like macrophages and FAPs during the recovery process using a transgenic mouse model. Depletion of CD206+ M2-like macrophages or deletion of CD206+ M2-like macrophages-specific TGF-β1 gene induces myogenesis and muscle regeneration. We show that depletion of CD206+ M2-like macrophages activates FAPs and activated FAPs secrete follistatin, a promyogenic factor, thereby boosting the recovery process. Conversely, deletion of the FAP-specific follistatin gene results in …


Evaluation Of Cisplatin-Induced Pathology In The Larval Zebrafish Lateral Line, David S Lee, Angela Schrader, Emily Bell, Mark E Warchol, Lavinia Sheets Nov 2022

Evaluation Of Cisplatin-Induced Pathology In The Larval Zebrafish Lateral Line, David S Lee, Angela Schrader, Emily Bell, Mark E Warchol, Lavinia Sheets

2020-Current year OA Pubs

Cisplatin is an effective anticancer agent, but also causes permanent hearing loss by damaging hair cells-the sensory receptors essential for hearing. There is an urgent clinical need to protect cochlear hair cells in patients undergoing cisplatin chemotherapy. The zebrafish lateral line organ contains hair cells and has been frequently used in studies to screen for otoprotective compounds. However, these studies have employed a wide range of cisplatin dosages and exposure times. We therefore performed a comprehensive evaluation of cisplatin ototoxicity in the zebrafish lateral line with the goal of producing a standardized, clinically relevant protocol for future studies. To define …


An Mtorc1 To Hri Signaling Axis Promotes Cytotoxicity Of Proteasome Inhibitors In Multiple Myeloma, Odai Darawshi, Barbara Muz, Et Al. Nov 2022

An Mtorc1 To Hri Signaling Axis Promotes Cytotoxicity Of Proteasome Inhibitors In Multiple Myeloma, Odai Darawshi, Barbara Muz, Et Al.

2020-Current year OA Pubs

Multiple myeloma (MM) causes approximately 20% of deaths from blood cancers. Notwithstanding significant therapeutic progress, such as with proteasome inhibitors (PIs), MM remains incurable due to the development of resistance. mTORC1 is a key metabolic regulator, which frequently becomes dysregulated in cancer. While mTORC1 inhibitors reduce MM viability and synergize with other therapies in vitro, clinically, mTORC1 inhibitors are not effective for MM. Here we show that the inactivation of mTORC1 is an intrinsic response of MM to PI treatment. Genetically enforced hyperactivation of mTORC1 in MM was sufficient to compromise tumorigenicity in mice. In vitro, mTORC1-hyperactivated MM cells gained …


Chronic Exposure To Carbon Black Ultrafine Particles Reprograms Macrophage Metabolism And Accelerates Lung Cancer, Cheng-Yen Chang, Ran You, Dominique Armstrong, Ashwini Bandi, Yi-Ting Cheng, Philip M Burkhardt, Luis Becerra-Dominguez, Matthew C Madison, Hui-Ying Tung, Zhimin Zeng, Yifan Wu, Lizhen Song, Patricia E Phillips, Paul Porter, John M Knight, Nagireddy Putluri, Xiaoyi Yuan, Daniela C Marcano, Emily A Mchugh, James M Tour, Andre Catic, Laure Maneix, Bryan M Burt, Hyun-Sung Lee, David B Corry, Farrah Kheradmand Nov 2022

Chronic Exposure To Carbon Black Ultrafine Particles Reprograms Macrophage Metabolism And Accelerates Lung Cancer, Cheng-Yen Chang, Ran You, Dominique Armstrong, Ashwini Bandi, Yi-Ting Cheng, Philip M Burkhardt, Luis Becerra-Dominguez, Matthew C Madison, Hui-Ying Tung, Zhimin Zeng, Yifan Wu, Lizhen Song, Patricia E Phillips, Paul Porter, John M Knight, Nagireddy Putluri, Xiaoyi Yuan, Daniela C Marcano, Emily A Mchugh, James M Tour, Andre Catic, Laure Maneix, Bryan M Burt, Hyun-Sung Lee, David B Corry, Farrah Kheradmand

Faculty, Staff and Student Publications

Chronic exposure to airborne carbon black ultrafine (nCB) particles generated from incomplete combustion of organic matter drives IL-17A-dependent emphysema. However, whether and how they alter the immune responses to lung cancer remains unknown. Here, we show that exposure to nCB particles increased PD-L1+ PD-L2+ CD206+ antigen-presenting cells (APCs), exhausted T cells, and Treg cells. Lung macrophages that harbored nCB particles showed selective mitochondrial structure damage and decreased oxidative respiration. Lung macrophages sustained the HIF1α axis that increased glycolysis and lactate production, culminating in an immunosuppressive microenvironment in multiple mouse models of non-small cell lung cancers. Adoptive transfer of lung APCs …


Environmental Drivers Of The First Major Animal Extinction Across The Ediacaran White Sea-Nama Transition, Scott D Evans, Chenyi Tu, Adriana Rizzo, Rachel L Surprenant, Phillip C Boan, Heather Mccandless, Nathan Marshall, Shuhai Xiao, Mary L Droser Nov 2022

Environmental Drivers Of The First Major Animal Extinction Across The Ediacaran White Sea-Nama Transition, Scott D Evans, Chenyi Tu, Adriana Rizzo, Rachel L Surprenant, Phillip C Boan, Heather Mccandless, Nathan Marshall, Shuhai Xiao, Mary L Droser

Faculty, Staff and Student Publications

The Ediacara Biota-the oldest communities of complex, macroscopic fossils-consists of three temporally distinct assemblages: the Avalon (ca. 575-560 Ma), White Sea (ca. 560-550 Ma), and Nama (ca. 550-539 Ma). Generic diversity varies among assemblages, with a notable decline at the transition from White Sea to Nama. Preservation and sampling biases, biotic replacement, and environmental perturbation have been proposed as potential mechanisms for this drop in diversity. Here, we compile a global database of the Ediacara Biota, specifically targeting taphonomic and paleoecological characters, to test these hypotheses. Major ecological shifts in feeding mode, life habit, and tiering level accompany an increase …


Diet-Derived Metabolites And Mucus Link The Gut Microbiome To Fever After Cytotoxic Cancer Treatment, Zaker I Schwabkey, Diana H Wiesnoski, Chia-Chi Chang, Wen-Bin Tsai, Dung Pham, Saira S Ahmed, Tomo Hayase, Miriam R Ortega Turrubiates, Rawan K El-Himri, Christopher A Sanchez, Eiko Hayase, Annette C Frenk Oquendo, Takahiko Miyama, Taylor M Halsey, Brooke E Heckel, Alexandria N Brown, Yimei Jin, Mathilde Raybaud, Rishika Prasad, Ivonne Flores, Lauren Mcdaniel, Valerie Chapa, Philip L Lorenzi, Marc O Warmoes, Lin Tan, Alton G Swennes, Stephanie Fowler, Margaret Conner, Kevin Mchugh, Tyler Graf, Vanessa B Jensen, Christine B Peterson, Kim-Anh Do, Liangliang Zhang, Yushu Shi, Yinghong Wang, Jessica R Galloway-Pena, Pablo C Okhuysen, Carrie R Daniel-Macdougall, Yusuke Shono, Marina Burgos Da Silva, Jonathan U Peled, Marcel R M Van Den Brink, Nadim Ajami, Jennifer A Wargo, Pavan Reddy, Raphael H Valdivia, Lauren Davey, Gabriela Rondon, Samer A Srour, Rohtesh S Mehta, Amin M Alousi, Elizabeth J Shpall, Richard E Champlin, Samuel A Shelburne, Jeffrey J Molldrem, Mohamed A Jamal, Jennifer L Karmouch, Robert R Jenq Nov 2022

Diet-Derived Metabolites And Mucus Link The Gut Microbiome To Fever After Cytotoxic Cancer Treatment, Zaker I Schwabkey, Diana H Wiesnoski, Chia-Chi Chang, Wen-Bin Tsai, Dung Pham, Saira S Ahmed, Tomo Hayase, Miriam R Ortega Turrubiates, Rawan K El-Himri, Christopher A Sanchez, Eiko Hayase, Annette C Frenk Oquendo, Takahiko Miyama, Taylor M Halsey, Brooke E Heckel, Alexandria N Brown, Yimei Jin, Mathilde Raybaud, Rishika Prasad, Ivonne Flores, Lauren Mcdaniel, Valerie Chapa, Philip L Lorenzi, Marc O Warmoes, Lin Tan, Alton G Swennes, Stephanie Fowler, Margaret Conner, Kevin Mchugh, Tyler Graf, Vanessa B Jensen, Christine B Peterson, Kim-Anh Do, Liangliang Zhang, Yushu Shi, Yinghong Wang, Jessica R Galloway-Pena, Pablo C Okhuysen, Carrie R Daniel-Macdougall, Yusuke Shono, Marina Burgos Da Silva, Jonathan U Peled, Marcel R M Van Den Brink, Nadim Ajami, Jennifer A Wargo, Pavan Reddy, Raphael H Valdivia, Lauren Davey, Gabriela Rondon, Samer A Srour, Rohtesh S Mehta, Amin M Alousi, Elizabeth J Shpall, Richard E Champlin, Samuel A Shelburne, Jeffrey J Molldrem, Mohamed A Jamal, Jennifer L Karmouch, Robert R Jenq

Faculty, Staff and Student Publications

Not all patients with cancer and severe neutropenia develop fever, and the fecal microbiome may play a role. In a single-center study of patients undergoing hematopoietic cell transplant (n = 119), the fecal microbiome was characterized at onset of severe neutropenia. A total of 63 patients (53%) developed a subsequent fever, and their fecal microbiome displayed increased relative abundances of Akkermansia muciniphila, a species of mucin-degrading bacteria (P = 0.006, corrected for multiple comparisons). Two therapies that induce neutropenia, irradiation and melphalan, similarly expanded A. muciniphila and additionally thinned the colonic mucus layer in mice. Caloric restriction …


A Genomically And Clinically Annotated Patient-Derived Xenograft Resource For Preclinical Research In Non-Small Cell Lung Cancer., Xing Yi Woo, Anuj Srivastava, Philip C Mack, Joel H. Graber, Brian J Sanderson, Michael W Lloyd, Mandy Chen, Sergii Domanskyi, Regina Gandour-Edwards, Rebekah A Tsai, James G. Keck, Mingshan Cheng, Margaret Bundy, Emily L Jocoy, Jonathan W Riess, William Holland, Stephen C. Grubb, James G Peterson, Grace Stafford, Carolyn Paisie, Steven Neuhauser, Radha Krishna Murthy Karuturi, Joshy George, Allen K. Simons, Margaret Chavaree, Clifford G Tepper, Neal Goodwin, Susan Airhart, Primo N Lara, Thomas H Openshaw, Edison Liu, David R Gandara, Carol J Bult Nov 2022

A Genomically And Clinically Annotated Patient-Derived Xenograft Resource For Preclinical Research In Non-Small Cell Lung Cancer., Xing Yi Woo, Anuj Srivastava, Philip C Mack, Joel H. Graber, Brian J Sanderson, Michael W Lloyd, Mandy Chen, Sergii Domanskyi, Regina Gandour-Edwards, Rebekah A Tsai, James G. Keck, Mingshan Cheng, Margaret Bundy, Emily L Jocoy, Jonathan W Riess, William Holland, Stephen C. Grubb, James G Peterson, Grace Stafford, Carolyn Paisie, Steven Neuhauser, Radha Krishna Murthy Karuturi, Joshy George, Allen K. Simons, Margaret Chavaree, Clifford G Tepper, Neal Goodwin, Susan Airhart, Primo N Lara, Thomas H Openshaw, Edison Liu, David R Gandara, Carol J Bult

Faculty Research 2022

UNLABELLED: Patient-derived xenograft (PDX) models are an effective preclinical in vivo platform for testing the efficacy of novel drugs and drug combinations for cancer therapeutics. Here we describe a repository of 79 genomically and clinically annotated lung cancer PDXs available from The Jackson Laboratory that have been extensively characterized for histopathologic features, mutational profiles, gene expression, and copy-number aberrations. Most of the PDXs are models of non-small cell lung cancer (NSCLC), including 37 lung adenocarcinoma (LUAD) and 33 lung squamous cell carcinoma (LUSC) models. Other lung cancer models in the repository include four small cell carcinomas, two large cell neuroendocrine …


Transposon Mutagenesis Reveals Rbms3 Silencing As A Promoter Of Malignant Progression Of Brafv600e-Driven Lung Tumorigenesis, Aria Vaishnavi, Joseph Juan, Maebh Jacob, Christopher Stehn, Eric E Gardner, Michael T Scherzer, Sophia Schuman, J Edward Van Veen, Brandon Murphy, Christopher S Hackett, Adam J Dupuy, Steven A Chmura, Louise Van Der Weyden, Justin Y Newberg, Annie Liu, Karen Mann, Alistair G Rust, William A Weiss, Conan G Kinsey, David J Adams, Allie Grossmann, Michael B Mann, Martin Mcmahon Nov 2022

Transposon Mutagenesis Reveals Rbms3 Silencing As A Promoter Of Malignant Progression Of Brafv600e-Driven Lung Tumorigenesis, Aria Vaishnavi, Joseph Juan, Maebh Jacob, Christopher Stehn, Eric E Gardner, Michael T Scherzer, Sophia Schuman, J Edward Van Veen, Brandon Murphy, Christopher S Hackett, Adam J Dupuy, Steven A Chmura, Louise Van Der Weyden, Justin Y Newberg, Annie Liu, Karen Mann, Alistair G Rust, William A Weiss, Conan G Kinsey, David J Adams, Allie Grossmann, Michael B Mann, Martin Mcmahon

Faculty, Staff and Student Publications

Mutationally activated BRAF is detected in approximately 7% of human lung adenocarcinomas, with BRAFT1799A serving as a predictive biomarker for treatment of patients with FDA-approved inhibitors of BRAFV600E oncoprotein signaling. In genetically engineered mouse (GEM) models, expression of BRAFV600E in the lung epithelium initiates growth of benign lung tumors that, without additional genetic alterations, rarely progress to malignant lung adenocarcinoma. To identify genes that cooperate with BRAFV600E for malignant progression, we used Sleeping Beauty-mediated transposon mutagenesis, which dramatically accelerated the emergence of lethal lung cancers. Among the genes identified was Rbms3, which encodes an RNA-binding protein previously implicated as a …


Preclinical Evaluation Of Combination Nemtabrutinib And Venetoclax In Chronic Lymphocytic Leukemia, Elizabeth M Muhowski, Janani Ravikrishnan, Britten Gordon, Lianbo Yu, Shrilekha Misra, Brandi Walker, Sudharshan Eathiraj, Deepa Sampath, Kerry A Rogers, John C Byrd, Jennifer A Woyach Nov 2022

Preclinical Evaluation Of Combination Nemtabrutinib And Venetoclax In Chronic Lymphocytic Leukemia, Elizabeth M Muhowski, Janani Ravikrishnan, Britten Gordon, Lianbo Yu, Shrilekha Misra, Brandi Walker, Sudharshan Eathiraj, Deepa Sampath, Kerry A Rogers, John C Byrd, Jennifer A Woyach

Faculty, Staff and Student Publications

Inhibitors of B cell receptor (BCR) signaling such as the Bruton's tyrosine kinase (BTK) inhibitors are effective therapeutics for chronic lymphocytic leukemia (CLL). The first-in-class covalent BTK inhibitor, ibrutinib, produces durable responses in most CLL patients; however, complete responses are only observed in a minority of patients. B cell lymphoma 2 (BCL2), an anti-apoptotic protein that contributes to CLL cell survival, has also been investigated as a therapeutic target. The BCL2 inhibitor venetoclax is effective in patients with CLL and can produce undetectable minimal residual disease, allowing discontinuation of therapy. In combination, ibrutinib and venetoclax have shown preclinical synergy and …


Human Dectin-1 Deficiency Impairs Macrophage-Mediated Defense Against Phaeohyphomycosis, Rebecca A. Drummond, Jigar V. Desai, Amy P. Hsu, Vasileios Oikonomou, Donald C. Vinh, Joshua A. Acklin, Michael S. Abers, Magdalena A. Walkiewicz, Sarah L. Anzick, Muthulekha Swamydas, Simon Vautier, Mukil Natarajan, Andrew J. Oler, Daisuke Yamanaka, Katrin D. Mayer-Barber, Yoichiro Iwakura, David Bianchi, Brian Driscoll, Ken Hauck, Ahnika Kline, Nicholas S.P. Viall, Christa S. Zerbe, Elise M.N. Ferré, Monica M. Schmitt, Tom Dimaggio, Stefania Pittaluga, John A. Butman, Adrian M. Zelazny, Yvonne R. Shea, Cesar A. Arias, Cameron Ashbaugh, Maryam Mahmood, Zelalem Temesgen, Alexander G. Theofiles, Masayuki Nigo, Varsha Moudgal, Karen C. Bloch, Sean G. Kelly, M. Suzanne Whitworth, Ganesh Rao, Cindy J. Whitener, Neema Mafi, Juan Gea-Banacloche, Lawrence C. Kenyon, William R. Miller, Katia Boggian, Andrea Gilbert, Matthew Sincock, Alexandra F. Freeman, John E. Bennett, Rodrigo Hasbun, Constantinos M. Mikelis, Kyung J. Kwon-Chung, Yasmine Belkaid, Gordon D. Brown, Jean K. Lim, Douglas B. Kuhns, Steven M. Holland, Michail S. Lionakis Nov 2022

Human Dectin-1 Deficiency Impairs Macrophage-Mediated Defense Against Phaeohyphomycosis, Rebecca A. Drummond, Jigar V. Desai, Amy P. Hsu, Vasileios Oikonomou, Donald C. Vinh, Joshua A. Acklin, Michael S. Abers, Magdalena A. Walkiewicz, Sarah L. Anzick, Muthulekha Swamydas, Simon Vautier, Mukil Natarajan, Andrew J. Oler, Daisuke Yamanaka, Katrin D. Mayer-Barber, Yoichiro Iwakura, David Bianchi, Brian Driscoll, Ken Hauck, Ahnika Kline, Nicholas S.P. Viall, Christa S. Zerbe, Elise M.N. Ferré, Monica M. Schmitt, Tom Dimaggio, Stefania Pittaluga, John A. Butman, Adrian M. Zelazny, Yvonne R. Shea, Cesar A. Arias, Cameron Ashbaugh, Maryam Mahmood, Zelalem Temesgen, Alexander G. Theofiles, Masayuki Nigo, Varsha Moudgal, Karen C. Bloch, Sean G. Kelly, M. Suzanne Whitworth, Ganesh Rao, Cindy J. Whitener, Neema Mafi, Juan Gea-Banacloche, Lawrence C. Kenyon, William R. Miller, Katia Boggian, Andrea Gilbert, Matthew Sincock, Alexandra F. Freeman, John E. Bennett, Rodrigo Hasbun, Constantinos M. Mikelis, Kyung J. Kwon-Chung, Yasmine Belkaid, Gordon D. Brown, Jean K. Lim, Douglas B. Kuhns, Steven M. Holland, Michail S. Lionakis

Department of Pathology, Anatomy, and Cell Biology Faculty Papers

Subcutaneous phaeohyphomycosis typically affects immunocompetent individuals following traumatic inoculation. Severe or disseminated infection can occur in CARD9 deficiency or after transplantation, but the mechanisms protecting against phaeohyphomycosis remain unclear. We evaluated a patient with progressive, refractory Corynespora cassiicola phaeohyphomycosis and found that he carried biallelic deleterious mutations in CLEC7A encoding the CARD9-coupled, β-glucan-binding receptor, Dectin-1. The patient's PBMCs failed to produce TNF-α and IL-1β in response to β-glucan and/or C. cassiicola. To confirm the cellular and molecular requirements for immunity against C. cassiicola, we developed a mouse model of this infection. Mouse macrophages required Dectin-1 and CARD9 for IL-1β and …


Inhibiting Ack1-Mediated Phosphorylation Of C-Terminal Src Kinase Counteracts Prostate Cancer Immune Checkpoint Blockade Resistance, Dhivya Sridaran, Surbhi Chouhan, Kiran Mahajan, Arun Renganathan, Cody Weimholt, Shambhavi Bhagwat, Melissa Reimers, Eric H Kim, Manish K Thakur, Muhammad A Saeed, Russell K Pachynski, Markus A Seeliger, W Todd Miller, Felix Y Feng, Nupam P Mahajan Nov 2022

Inhibiting Ack1-Mediated Phosphorylation Of C-Terminal Src Kinase Counteracts Prostate Cancer Immune Checkpoint Blockade Resistance, Dhivya Sridaran, Surbhi Chouhan, Kiran Mahajan, Arun Renganathan, Cody Weimholt, Shambhavi Bhagwat, Melissa Reimers, Eric H Kim, Manish K Thakur, Muhammad A Saeed, Russell K Pachynski, Markus A Seeliger, W Todd Miller, Felix Y Feng, Nupam P Mahajan

2020-Current year OA Pubs

Solid tumours are highly refractory to immune checkpoint blockade (ICB) therapies due to the functional impairment of effector T cells and their inefficient trafficking to tumours. T-cell activation is negatively regulated by C-terminal Src kinase (CSK); however, the exact mechanism remains unknown. Here we show that the conserved oncogenic tyrosine kinase Activated CDC42 kinase 1 (ACK1) is able to phosphorylate CSK at Tyrosine 18 (pY18), which enhances CSK function, constraining T-cell activation. Mice deficient in the Tnk2 gene encoding Ack1, are characterized by diminished CSK Y18-phosphorylation and spontaneous activation of CD8


Tumor-Intrinsic Sirpa Promotes Sensitivity To Checkpoint Inhibition Immunotherapy In Melanoma, Zhicheng Zhou, Mei-Ju May Chen, Yikai Luo, Kamalika Mojumdar, Xin Peng, Hu Chen, Shweta V Kumar, Rehan Akbani, Yiling Lu, Han Liang Nov 2022

Tumor-Intrinsic Sirpa Promotes Sensitivity To Checkpoint Inhibition Immunotherapy In Melanoma, Zhicheng Zhou, Mei-Ju May Chen, Yikai Luo, Kamalika Mojumdar, Xin Peng, Hu Chen, Shweta V Kumar, Rehan Akbani, Yiling Lu, Han Liang

Faculty, Staff and Student Publications

Checkpoint inhibition immunotherapy has revolutionized cancer treatment, but many patients show resistance. Here we perform integrative transcriptomic and proteomic analyses on emerging immuno-oncology targets across multiple clinical cohorts of melanoma under anti-PD-1 treatment, on both bulk and single-cell levels. We reveal a surprising role of tumor-intrinsic SIRPA in enhancing antitumor immunity, in contrast to its well-established role as a major inhibitory immune modulator in macrophages. The loss of SIRPA expression is a marker of melanoma dedifferentiation, a key phenotype linked to immunotherapy efficacy. Inhibition of SIRPA in melanoma cells abrogates tumor killing by activated CD8+ T cells in a co-culture …


Enterotoxigenic Escherichia Coli Heat-Labile Toxin Drives Enteropathic Changes In Small Intestinal Epithelia, Alaullah Sheikh, Brunda Tumala, Tim J Vickers, John C Martin, Bruce A Rosa, Subrata Sabui, Supratim Basu, Rita D Simoes, Makedonka Mitreva, Chad Storer, Erik Tyksen, Richard D Head, Wandy Beatty, Hamid M Said, James M Fleckenstein Nov 2022

Enterotoxigenic Escherichia Coli Heat-Labile Toxin Drives Enteropathic Changes In Small Intestinal Epithelia, Alaullah Sheikh, Brunda Tumala, Tim J Vickers, John C Martin, Bruce A Rosa, Subrata Sabui, Supratim Basu, Rita D Simoes, Makedonka Mitreva, Chad Storer, Erik Tyksen, Richard D Head, Wandy Beatty, Hamid M Said, James M Fleckenstein

2020-Current year OA Pubs

Enterotoxigenic E. coli (ETEC) produce heat-labile (LT) and/or heat-stable (ST) enterotoxins, and commonly cause diarrhea in resource-poor regions. ETEC have been linked repeatedly to sequelae in children including enteropathy, malnutrition, and growth impairment. Although cellular actions of ETEC enterotoxins leading to diarrhea are well-established, their contributions to sequelae remain unclear. LT increases cellular cAMP to activate protein kinase A (PKA) that phosphorylates ion channels driving intestinal export of salt and water resulting in diarrhea. As PKA also modulates transcription of many genes, we interrogated transcriptional profiles of LT-treated intestinal epithelia. Here we show that LT significantly alters intestinal epithelial gene …


Caspase-8 Inactivation Drives Autophagy-Dependent Inflammasome Activation In Myeloid Cells., Yung-Hsuan Wu, Shu-Ting Mo, I-Ting Chen, Fu-Yi Hsieh, Shie-Liang Hsieh, Jianke Zhang, Ming-Zong Lai Nov 2022

Caspase-8 Inactivation Drives Autophagy-Dependent Inflammasome Activation In Myeloid Cells., Yung-Hsuan Wu, Shu-Ting Mo, I-Ting Chen, Fu-Yi Hsieh, Shie-Liang Hsieh, Jianke Zhang, Ming-Zong Lai

Department of Microbiology and Immunology Faculty Papers

Caspase-8 activity controls the switch from cell death to pyroptosis when apoptosis and necroptosis are blocked, yet how caspase-8 inactivation induces inflammasome assembly remains unclear. We show that caspase-8 inhibition via IETD treatment in Toll-like receptor (TLR)-primed Fadd-/-Ripk3-/- myeloid cells promoted interleukin-1β (IL-1β) and IL-18 production through inflammasome activation. Caspase-8, caspase-1/11, and functional GSDMD, but not NLRP3 or RIPK1 activity, proved essential for IETD-triggered inflammasome activation. Autophagy became prominent in IETD-treated Fadd-/-Ripk3-/- macrophages, and inhibiting it attenuated IETD-induced cell death and IL-1β/IL-18 production. In contrast, inhibiting GSDMD or autophagy did not prevent IETD-induced septic …


Pancreatic Tumor Microenvironmental Acidosis And Hypoxia Transform Gold Nanorods Into Cell-Penetrant Particles For Potent Radiosensitization, Pradipta Ranjan Rauta, Yuri Mackeyev, Keith Sanders, Joseph B K Kim, Valeria V Gonzalez, Yasmin Zahra, Muhammad A Shohayeb, Belal Abousaida, Geraldine V Vijay, Okan Tezcan, Paul Derry, Anton V Liopo, Eugene R Zubarev, Rickey Carter, Pankaj Singh, Sunil Krishnan Nov 2022

Pancreatic Tumor Microenvironmental Acidosis And Hypoxia Transform Gold Nanorods Into Cell-Penetrant Particles For Potent Radiosensitization, Pradipta Ranjan Rauta, Yuri Mackeyev, Keith Sanders, Joseph B K Kim, Valeria V Gonzalez, Yasmin Zahra, Muhammad A Shohayeb, Belal Abousaida, Geraldine V Vijay, Okan Tezcan, Paul Derry, Anton V Liopo, Eugene R Zubarev, Rickey Carter, Pankaj Singh, Sunil Krishnan

Faculty, Staff and Student Publications

Coating nanoparticles with stealth epilayers increases circulation time by evading opsonization, macrophage phagocytosis, and reticuloendothelial sequestration. However, this also reduces internalization by cancer cells upon reaching the tumor. We designed gold nanorods (GNRs) with an epilayer that retains stealth properties in circulation but transforms spontaneously in the acidotic tumor microenvironment to a cell-penetrating particle. We used a customized stoichiometric ratio of l-glutamic acid and l-lysine within an amphiphilic polymer of poly(l-glutamic acid-co-l-lysine), or P(Glu-co-Lys), to effect this transformation in acidotic environments. P(Glu-co-Lys)-GNRs were internalized by cancer cells to facilitate potent in vitro radiosensitization. When administered intravenously in mice, they accumulate …


Pancreatic Tumor Microenvironmental Acidosis And Hypoxia Transform Gold Nanorods Into Cell-Penetrant Particles For Potent Radiosensitization, Pradipta Ranjan Rauta, Yuri Mackeyev, Keith Sanders, Joseph B K Kim, Valeria V Gonzalez, Yasmin Zahra, Muhammad A Shohayeb, Belal Abousaida, Geraldine V Vijay, Okan Tezcan, Paul Derry, Anton V Liopo, Eugene R Zubarev, Rickey Carter, Pankaj Singh, Sunil Krishnan Nov 2022

Pancreatic Tumor Microenvironmental Acidosis And Hypoxia Transform Gold Nanorods Into Cell-Penetrant Particles For Potent Radiosensitization, Pradipta Ranjan Rauta, Yuri Mackeyev, Keith Sanders, Joseph B K Kim, Valeria V Gonzalez, Yasmin Zahra, Muhammad A Shohayeb, Belal Abousaida, Geraldine V Vijay, Okan Tezcan, Paul Derry, Anton V Liopo, Eugene R Zubarev, Rickey Carter, Pankaj Singh, Sunil Krishnan

Faculty, Staff and Student Publications

Coating nanoparticles with stealth epilayers increases circulation time by evading opsonization, macrophage phagocytosis, and reticuloendothelial sequestration. However, this also reduces internalization by cancer cells upon reaching the tumor. We designed gold nanorods (GNRs) with an epilayer that retains stealth properties in circulation but transforms spontaneously in the acidotic tumor microenvironment to a cell-penetrating particle. We used a customized stoichiometric ratio of l-glutamic acid and l-lysine within an amphiphilic polymer of poly(l-glutamic acid-co-l-lysine), or P(Glu-co-Lys), to effect this transformation in acidotic environments. P(Glu-co-Lys)-GNRs were internalized by cancer cells to facilitate potent in vitro radiosensitization. When administered intravenously in mice, they accumulate …


Ornithine Decarboxylase Supports Ilc3 Responses In Infectious And Autoimmune Colitis Through Positive Regulation Of Il-22 Transcription, Vincent Peng, Siyan Cao, Tihana Trsan, Jennifer K Bando, Julian Avila-Pacheco, John L Cleveland, Clary Clish, Ramnik J Xavier, Marco Colonna Nov 2022

Ornithine Decarboxylase Supports Ilc3 Responses In Infectious And Autoimmune Colitis Through Positive Regulation Of Il-22 Transcription, Vincent Peng, Siyan Cao, Tihana Trsan, Jennifer K Bando, Julian Avila-Pacheco, John L Cleveland, Clary Clish, Ramnik J Xavier, Marco Colonna

2020-Current year OA Pubs

Group 3 innate lymphoid cells (ILC3s) are RORγT


Omics Analyses Of A Somatic Trp53r245w/+ Breast Cancer Model Identify Cooperating Driver Events Activating Pi3k/Akt/Mtor Signaling, Xiaojie Yu, Yun Zhang, Shunbin Xiong, Joy M Mcdaniel, Chang Sun, Gilda P Chau, Jovanka Gencel-Augusto, Dhruv Chachad, Rhiannon L Morrissey, Xiayu Rao, Jing Wang, Guillermina Lozano Nov 2022

Omics Analyses Of A Somatic Trp53r245w/+ Breast Cancer Model Identify Cooperating Driver Events Activating Pi3k/Akt/Mtor Signaling, Xiaojie Yu, Yun Zhang, Shunbin Xiong, Joy M Mcdaniel, Chang Sun, Gilda P Chau, Jovanka Gencel-Augusto, Dhruv Chachad, Rhiannon L Morrissey, Xiayu Rao, Jing Wang, Guillermina Lozano

Faculty, Staff and Student Publications

Alterations of the tumor suppressor


Two Neuronal Peptides Encoded From A Single Transcript Regulate Mitochondrial Complex Iii In Drosophila, Justin A Bosch, Berrak Ugur, Israel Pichardo-Casas, Jordan Rabasco, Felipe Escobedo, Zhongyuan Zuo, Ben Brown, Susan Celniker, David A Sinclair, Hugo J Bellen, Norbert Perrimon Nov 2022

Two Neuronal Peptides Encoded From A Single Transcript Regulate Mitochondrial Complex Iii In Drosophila, Justin A Bosch, Berrak Ugur, Israel Pichardo-Casas, Jordan Rabasco, Felipe Escobedo, Zhongyuan Zuo, Ben Brown, Susan Celniker, David A Sinclair, Hugo J Bellen, Norbert Perrimon

Duncan NRI Faculty and Staff Publications

Naturally produced peptides (<100 amino acids) are important regulators of physiology, development, and metabolism. Recent studies have predicted that thousands of peptides may be translated from transcripts containing small open-reading frames (smORFs). Here, we describe two peptides in Drosophila encoded by conserved smORFs, Sloth1 and Sloth2. These peptides are translated from the same bicistronic transcript and share sequence similarities, suggesting that they encode paralogs. Yet, Sloth1 and Sloth2 are not functionally redundant, and loss of either peptide causes animal lethality, reduced neuronal function, impaired mitochondrial function, and neurodegeneration. We provide evidence that Sloth1/2 are highly expressed in neurons, imported to mitochondria, and regulate mitochondrial complex III assembly. These results suggest that phenotypic analysis of smORF genes in Drosophila can provide a wealth of information on the biological functions of this poorly characterized class of …


The Nogo Receptor Ngr2, A Novel Αvβ3 Integrin Effector, Induces Neuroendocrine Differentiation In Prostate Cancer, Fabio Quaglia, Shiv Ram Krishn, Khalid Sossey-Alaoui, Priyanka Shailendra Rana, Elzbieta Pluskota, Pyung Hun Park, Christopher D. Shields, Stephen Lin, Peter Mccue, Andrew V. Kossenkov, Yanqing Wang, David W. Goodrich, Sheng-Yu Ku, Himisha Beltran, William K. Kelly, Eva Corey, Maja Klose, Christine Bandtlow, Qin Liu, Dario C. Altieri, Edward F. Plow, Lucia R. Languino Nov 2022

The Nogo Receptor Ngr2, A Novel Αvβ3 Integrin Effector, Induces Neuroendocrine Differentiation In Prostate Cancer, Fabio Quaglia, Shiv Ram Krishn, Khalid Sossey-Alaoui, Priyanka Shailendra Rana, Elzbieta Pluskota, Pyung Hun Park, Christopher D. Shields, Stephen Lin, Peter Mccue, Andrew V. Kossenkov, Yanqing Wang, David W. Goodrich, Sheng-Yu Ku, Himisha Beltran, William K. Kelly, Eva Corey, Maja Klose, Christine Bandtlow, Qin Liu, Dario C. Altieri, Edward F. Plow, Lucia R. Languino

Department of Cancer Biology Faculty Papers

Androgen deprivation therapies aimed to target prostate cancer (PrCa) are only partially successful given the occurrence of neuroendocrine PrCa (NEPrCa), a highly aggressive and highly metastatic form of PrCa, for which there is no effective therapeutic approach. Our group has demonstrated that while absent in prostate adenocarcinoma, the αVβ3 integrin expression is increased during PrCa progression toward NEPrCa. Here, we show a novel pathway activated by αVβ3 that promotes NE differentiation (NED). This novel pathway requires the expression of a GPI-linked surface molecule, NgR2, also known as Nogo-66 receptor homolog 1. We show here that NgR2 is upregulated by αVβ3, …


High-Contrast Detection Of Somatostatin Receptor Subtype-2 For Fluorescence-Guided Surgery, Servando Hernandez Vargas, Solmaz Aghaamiri, Sukhen C Ghosh, Michael P Luciano, Luis C Borbon, Po Hien Ear, James R Howe, Jennifer M Bailey-Lundberg, Gregory D Simonek, Daniel M Halperin, Hop S Tran Cao, Naruhiko Ikoma, Martin J Schnermann, Ali Azhdarinia Nov 2022

High-Contrast Detection Of Somatostatin Receptor Subtype-2 For Fluorescence-Guided Surgery, Servando Hernandez Vargas, Solmaz Aghaamiri, Sukhen C Ghosh, Michael P Luciano, Luis C Borbon, Po Hien Ear, James R Howe, Jennifer M Bailey-Lundberg, Gregory D Simonek, Daniel M Halperin, Hop S Tran Cao, Naruhiko Ikoma, Martin J Schnermann, Ali Azhdarinia

Faculty, Staff and Student Publications

Dye design can influence the ability of fluorescently labeled imaging agents to generate tumor contrast and has become an area of significant interest in the field of fluorescence-guided surgery (FGS). Here, we show that the charge-balanced near-infrared fluorescent (NIRF) dye FNIR-Tag enhances the imaging properties of a fluorescently labeled somatostatin analogue.


Adding Gene Transcripts Into Genomic Prediction Improves Accuracy And Reveals Sampling Time Dependence., Bruno C Perez, Marco C A M Bink, Karen L. Svenson, Gary Churchill, Mario P L Calus Nov 2022

Adding Gene Transcripts Into Genomic Prediction Improves Accuracy And Reveals Sampling Time Dependence., Bruno C Perez, Marco C A M Bink, Karen L. Svenson, Gary Churchill, Mario P L Calus

Faculty Research 2022

Recent developments allowed generating multiple high-quality 'omics' data that could increase the predictive performance of genomic prediction for phenotypes and genetic merit in animals and plants. Here, we have assessed the performance of parametric and nonparametric models that leverage transcriptomics in genomic prediction for 13 complex traits recorded in 478 animals from an outbred mouse population. Parametric models were implemented using the best linear unbiased prediction, while nonparametric models were implemented using the gradient boosting machine algorithm. We also propose a new model named GTCBLUP that aims to remove between-omics-layer covariance from predictors, whereas its counterpart GTBLUP does not do …