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Correction: Horne Et Al White Matter Correlates Of Domain-Specific Working Memory, Autumn Horne, Junhua Ding, Tatiana T Schnur, Randi C Martin May 2024

Correction: Horne Et Al White Matter Correlates Of Domain-Specific Working Memory, Autumn Horne, Junhua Ding, Tatiana T Schnur, Randi C Martin

Faculty, Staff and Student Publications

In the original publication [...].


Exome Sequencing Implicates Ancestry-Related Mendelian Variation At Syne1 In Childhood-Onset Essential Hypertension, Ian Copeland, Edmond Wonkam-Tingang, Monesha Gupta-Malhotra, S Shahrukh Hashmi, Yixing Han, Aarti Jajoo, Nancy J Hall, Paula P Hernandez, Natasha Lie, Dan Liu, Jun Xu, Jill Rosenfeld, Aparna Haldipur, Zelene Desire, Zeynep H Coban-Akdemir, Daryl A Scott, Qing Li, Hsiao-Tuan Chao, Ana M Zaske, James R Lupski, Dianna M Milewicz, Sanjay Shete, Jennifer E Posey, Neil A Hanchard May 2024

Exome Sequencing Implicates Ancestry-Related Mendelian Variation At Syne1 In Childhood-Onset Essential Hypertension, Ian Copeland, Edmond Wonkam-Tingang, Monesha Gupta-Malhotra, S Shahrukh Hashmi, Yixing Han, Aarti Jajoo, Nancy J Hall, Paula P Hernandez, Natasha Lie, Dan Liu, Jun Xu, Jill Rosenfeld, Aparna Haldipur, Zelene Desire, Zeynep H Coban-Akdemir, Daryl A Scott, Qing Li, Hsiao-Tuan Chao, Ana M Zaske, James R Lupski, Dianna M Milewicz, Sanjay Shete, Jennifer E Posey, Neil A Hanchard

Faculty, Staff and Student Publications

Childhood-onset essential hypertension (COEH) is an uncommon form of hypertension that manifests in childhood or adolescence and, in the United States, disproportionately affects children of African ancestry. The etiology of COEH is unknown, but its childhood onset, low prevalence, high heritability, and skewed ancestral demography suggest the potential to identify rare genetic variation segregating in a Mendelian manner among affected individuals and thereby implicate genes important to disease pathogenesis. However, no COEH genes have been reported to date. Here, we identify recessive segregation of rare and putatively damaging missense variation in the spectrin domain of spectrin repeat containing nuclear envelope …


Determinants Of Mosaic Chromosomal Alteration Fitness, Yash Pershad, Taralynn Mack, Hannah Poisner, Yasminka A Jakubek, Adrienne M Stilp, Braxton D Mitchell, Joshua P Lewis, Eric Boerwinkle, Ruth J F Loos, Nathalie Chami, Zhe Wang, Kathleen Barnes, Nathan Pankratz, Myriam Fornage, Susan Redline, Bruce M Psaty, Joshua C Bis, Ali Shojaie, Edwin K Silverman, Michael H Cho, Jeong H Yun, Dawn Demeo, Daniel Levy, Andrew D Johnson, Rasika A Mathias, Margaret A Taub, Donna Arnett, Kari E North, Laura M Raffield, April P Carson, Margaret F Doyle, Stephen S Rich, Jerome I Rotter, Xiuqing Guo, Nancy J Cox, Dan M Roden, Nora Franceschini, Pinkal Desai, Alex P Reiner, Paul L Auer, Paul A Scheet, Siddhartha Jaiswal, Joshua S Weinstock, Alexander G Bick May 2024

Determinants Of Mosaic Chromosomal Alteration Fitness, Yash Pershad, Taralynn Mack, Hannah Poisner, Yasminka A Jakubek, Adrienne M Stilp, Braxton D Mitchell, Joshua P Lewis, Eric Boerwinkle, Ruth J F Loos, Nathalie Chami, Zhe Wang, Kathleen Barnes, Nathan Pankratz, Myriam Fornage, Susan Redline, Bruce M Psaty, Joshua C Bis, Ali Shojaie, Edwin K Silverman, Michael H Cho, Jeong H Yun, Dawn Demeo, Daniel Levy, Andrew D Johnson, Rasika A Mathias, Margaret A Taub, Donna Arnett, Kari E North, Laura M Raffield, April P Carson, Margaret F Doyle, Stephen S Rich, Jerome I Rotter, Xiuqing Guo, Nancy J Cox, Dan M Roden, Nora Franceschini, Pinkal Desai, Alex P Reiner, Paul L Auer, Paul A Scheet, Siddhartha Jaiswal, Joshua S Weinstock, Alexander G Bick

Faculty, Staff and Student Publications

Clonal hematopoiesis (CH) is characterized by the acquisition of a somatic mutation in a hematopoietic stem cell that results in a clonal expansion. These driver mutations can be single nucleotide variants in cancer driver genes or larger structural rearrangements called mosaic chromosomal alterations (mCAs). The factors that influence the variations in mCA fitness and ultimately result in different clonal expansion rates are not well understood. We used the Passenger-Approximated Clonal Expansion Rate (PACER) method to estimate clonal expansion rate as PACER scores for 6,381 individuals in the NHLBI toPMed cohort with gain, loss, and copy-neutral loss of heterozygosity mCAs. Our …


Endotrophin, A Key Marker And Driver For Fibroinflammatory Disease, Kim Henriksen, Federica Genovese, Alexander Reese-Petersen, Laurent P Audoly, Kai Sun, Morten A Karsdal, Philipp E Scherer May 2024

Endotrophin, A Key Marker And Driver For Fibroinflammatory Disease, Kim Henriksen, Federica Genovese, Alexander Reese-Petersen, Laurent P Audoly, Kai Sun, Morten A Karsdal, Philipp E Scherer

Faculty, Staff and Student Publications

Our overview covers several key areas related to recent results obtained for collagen type VI and endotrophin (ETP). (1) An introduction to the history of ETP, including how it was identified, how it is released, and its function and potential receptors. (2) An introduction to the collagen family, with a focus on what differentiates collagen type VI from an evolutionary standpoint. (3) An overview of collagen type VI, the 6 individual chains (COL6A1, A2, A3, A4, A5, and A6), their differences and similarities, as well as their expression profiles and function. (4) A detailed analysis of COL6A3, including the cleaved …


Single Extracellular Vesicle Imaging And Computational Analysis Identifies Inherent Architectural Heterogeneity, Kshipra S Kapoor, Seoyun Kong, Hikaru Sugimoto, Wenhua Guo, Vivek Boominathan, Yi-Lin Chen, Sibani Lisa Biswal, Tanguy Terlier, Kathleen M Mcandrews, Raghu Kalluri May 2024

Single Extracellular Vesicle Imaging And Computational Analysis Identifies Inherent Architectural Heterogeneity, Kshipra S Kapoor, Seoyun Kong, Hikaru Sugimoto, Wenhua Guo, Vivek Boominathan, Yi-Lin Chen, Sibani Lisa Biswal, Tanguy Terlier, Kathleen M Mcandrews, Raghu Kalluri

Faculty, Staff and Student Publications

Evaluating the heterogeneity of extracellular vesicles (EVs) is crucial for unraveling their complex actions and biodistribution. Here, we identify consistent architectural heterogeneity of EVs using cryogenic transmission electron microscopy (cryo-TEM), which has an inherent ability to image biological samples without harsh labeling methods while preserving their native conformation. Imaging EVs isolated using different methodologies from distinct sources, such as cancer cells, normal cells, immortalized cells, and body fluids, we identify a structural atlas of their dominantly consistent shapes. We identify EV architectural attributes by utilizing a segmentation neural network model. In total, 7,576 individual EVs were imaged and quantified by …


Histone Demethylase Kdm5 Regulates Cardiomyocyte Maturation By Promoting Fatty Acid Oxidation, Oxidative Phosphorylation, And Myofibrillar Organization, Manisha Deogharia, Leslye Venegas-Zamora, Akanksha Agrawal, Miusi Shi, Abhinav K Jain, Kevin J Mchugh, Francisco Altamirano, Ali J Marian, Priyatansh Gurha May 2024

Histone Demethylase Kdm5 Regulates Cardiomyocyte Maturation By Promoting Fatty Acid Oxidation, Oxidative Phosphorylation, And Myofibrillar Organization, Manisha Deogharia, Leslye Venegas-Zamora, Akanksha Agrawal, Miusi Shi, Abhinav K Jain, Kevin J Mchugh, Francisco Altamirano, Ali J Marian, Priyatansh Gurha

Faculty, Staff and Student Publications

Aims: Human pluripotent stem cell-derived cardiomyocytes (iPSC-CMs) provide a platform to identify and characterize factors that regulate the maturation of CMs. The transition from an immature foetal to an adult CM state entails coordinated regulation of the expression of genes involved in myofibril formation and oxidative phosphorylation (OXPHOS) among others. Lysine demethylase 5 (KDM5) specifically demethylates H3K4me1/2/3 and has emerged as potential regulators of expression of genes involved in cardiac development and mitochondrial function. The purpose of this study is to determine the role of KDM5 in iPSC-CM maturation.

Methods and results: KDM5A, B, and C proteins were mainly expressed …


Data Normalization For Addressing The Challenges In The Analysis Of Single-Cell Transcriptomic Datasets, Raquel Cuevas-Diaz Duran, Haichao Wei, Jiaqian Wu May 2024

Data Normalization For Addressing The Challenges In The Analysis Of Single-Cell Transcriptomic Datasets, Raquel Cuevas-Diaz Duran, Haichao Wei, Jiaqian Wu

Faculty, Staff and Student Publications

BACKGROUND: Normalization is a critical step in the analysis of single-cell RNA-sequencing (scRNA-seq) datasets. Its main goal is to make gene counts comparable within and between cells. To do so, normalization methods must account for technical and biological variability. Numerous normalization methods have been developed addressing different sources of dispersion and making specific assumptions about the count data.

MAIN BODY: The selection of a normalization method has a direct impact on downstream analysis, for example differential gene expression and cluster identification. Thus, the objective of this review is to guide the reader in making an informed decision on the most …


Hormonal Basis Of Brain Fog In Cancer Treatment, Yuan Pan, Jian Hu May 2024

Hormonal Basis Of Brain Fog In Cancer Treatment, Yuan Pan, Jian Hu

Faculty, Staff and Student Publications

The cognitive side effects of cancer treatment are common, but no targeted therapy exists yet to treat or prevent such neurological sequelae. We explore the role of hormones as mediators between cancer therapy and cognitive impairment, discussing potential future directions.


Ras G-Domains Allosterically Contribute To The Recognition Of Lipid Headgroups And Acyl Chains, Neha Arora, Huanwen Mu, Hong Liang, Wenting Zhao, Yong Zhou May 2024

Ras G-Domains Allosterically Contribute To The Recognition Of Lipid Headgroups And Acyl Chains, Neha Arora, Huanwen Mu, Hong Liang, Wenting Zhao, Yong Zhou

Faculty, Staff and Student Publications

Mutant RAS are major contributors to cancer and signal primarily from nanoclusters on the plasma membrane (PM). Their C-terminal membrane anchors are main features of membrane association. However, the same RAS isoform bound to different guanine nucleotides spatially segregate. Different RAS nanoclusters all enrich a phospholipid, phosphatidylserine (PS). These findings suggest more complex membrane interactions. Our electron microscopy-spatial analysis shows that wild-types, G12V mutants, and membrane anchors of isoforms HRAS, KRAS4A, and KRAS4B prefer distinct PS species. Mechanistically, reorientation of KRAS4B G-domain exposes distinct residues, such as Arg 135 in orientation state 1 (OS1) and Arg 73/Arg 102 in OS2, …


Diet-Omics In The Study Of Urban And Rural Crohn Disease Evolution (Source) Cohort, Tzipi Braun, Rui Feng, Amnon Amir, Nina Levhar, Hila Shacham, Ren Mao, Rotem Hadar, Itamar Toren, Yadid Algavi, Kathleen Abu-Saad, Shuoyu Zhuo, Gilat Efroni, Alona Malik, Orit Picard, Miri Yavzori, Bella Agranovich, Ta-Chiang Liu, Thaddeus S Stappenbeck, Lee Denson, Ofra Kalter-Leibovici, Eyal Gottlieb, Elhanan Borenstein, Eran Elinav, Minhu Chen, Shomron Ben-Horin, Yael Haberman May 2024

Diet-Omics In The Study Of Urban And Rural Crohn Disease Evolution (Source) Cohort, Tzipi Braun, Rui Feng, Amnon Amir, Nina Levhar, Hila Shacham, Ren Mao, Rotem Hadar, Itamar Toren, Yadid Algavi, Kathleen Abu-Saad, Shuoyu Zhuo, Gilat Efroni, Alona Malik, Orit Picard, Miri Yavzori, Bella Agranovich, Ta-Chiang Liu, Thaddeus S Stappenbeck, Lee Denson, Ofra Kalter-Leibovici, Eyal Gottlieb, Elhanan Borenstein, Eran Elinav, Minhu Chen, Shomron Ben-Horin, Yael Haberman

Faculty, Staff and Student Publications

Crohn disease (CD) burden has increased with globalization/urbanization, and the rapid rise is attributed to environmental changes rather than genetic drift. The Study Of Urban and Rural CD Evolution (SOURCE, n = 380) has considered diet-omics domains simultaneously to detect complex interactions and identify potential beneficial and pathogenic factors linked with rural-urban transition and CD. We characterize exposures, diet, ileal transcriptomics, metabolomics, and microbiome in newly diagnosed CD patients and controls in rural and urban China and Israel. We show that time spent by rural residents in urban environments is linked with changes in gut microbial composition and metabolomics, which …


The Pocketperio Application Significantly Increases The Accuracy Of Diagnosing Periodontal Conditions In Didactic And Chairside Settings, Karo Parsegian, David K Okano, Sangeetha Chandrasekaran, Yoolim Kim, Tonia C Carter, Neel Shimpi, Sadaf Fadakar, Nikola Angelov May 2024

The Pocketperio Application Significantly Increases The Accuracy Of Diagnosing Periodontal Conditions In Didactic And Chairside Settings, Karo Parsegian, David K Okano, Sangeetha Chandrasekaran, Yoolim Kim, Tonia C Carter, Neel Shimpi, Sadaf Fadakar, Nikola Angelov

Faculty, Staff and Student Publications

The study aimed to determine the accuracy of diagnosing periodontal conditions using the developed web-based PocketPerio application and evaluate the user’s perspective on the use of PocketPerio. First, 22 third-year dental students (DS3) diagnosed ten cases without PocketPerio (control) and with PocketPerio (test) during a mock examination. Then, 105 DS3, 13 fourth-year dental students (DS4), and 32 senior second-year International Standing Program students (ISP2) used PocketPerio chairside. Statistical analysis was performed using a non-parametric paired two-tailed test of significance with the Wilcoxon matched-pairs signed rank test. The null hypothesis that PocketPerio did not increase the accuracy of periodontal diagnoses …


Treatment Outcomes In Patients With Metastatic Renal Cell Carcinoma With Sarcomatoid And/Or Rhabdoid Dedifferentiation After Progression On Immune Checkpoint Therapy, Andrew W Hahn, Devaki Shilpa Surasi, Paul V Viscuse, Tharakeswara K Bathala, Andrew J Wiele, Matthew T Campbell, Amado J Zurita, Amishi Y Shah, Eric Jonasch, Jianjun Gao, Sangeeta Goswami, Omar Alhalabi, Priya Rao, Kanishka Sircar, Nizar M Tannir, Pavlos Msaouel May 2024

Treatment Outcomes In Patients With Metastatic Renal Cell Carcinoma With Sarcomatoid And/Or Rhabdoid Dedifferentiation After Progression On Immune Checkpoint Therapy, Andrew W Hahn, Devaki Shilpa Surasi, Paul V Viscuse, Tharakeswara K Bathala, Andrew J Wiele, Matthew T Campbell, Amado J Zurita, Amishi Y Shah, Eric Jonasch, Jianjun Gao, Sangeeta Goswami, Omar Alhalabi, Priya Rao, Kanishka Sircar, Nizar M Tannir, Pavlos Msaouel

Faculty, Staff and Student Publications

BACKGROUND: Metastatic RCC with sarcomatoid and/or rhabdoid (S/R) dedifferentiation is an aggressive disease associated with improved response to immune checkpoint therapy (ICT). The outcomes of patients treated with VEGFR-targeted therapies (TT) following ICT progression have not been investigated.

PATIENTS AND METHODS: Retrospective review of 57 patients with sarcomatoid (S), rhabdoid (R), or sarcomatoid plus rhabdoid (S + R) dedifferentiation who received any TT after progression on ICT at an academic cancer center. Clinical endpoints of interest included time on TT, overall survival (OS) from initiation of TT, and objective response rate (ORR) by RECIST version 1.1. Multivariable models adjusted for …


Triggering Receptor Expressed On Myeloid Cells 2 (Trem2) Regulates Phagocytosis In Glioblastoma, Mekenzie M Peshoff, Pravesh Gupta, Shivangi Oberai, Rakesh Trivedi, Hiroshi Katayama, Prashanth Chakrapani, Minghao Dang, Simona Migliozzi, Joy Gumin, Divya B Kadri, Jessica K Lin, Nancy K Milam, Mark E Maynard, Brian D Vaillant, Brittany Parker-Kerrigan, Frederick F Lang, Jason T Huse, Antonio Iavarone, Linghua Wang, Karen Clise-Dwyer, Krishna P Bhat May 2024

Triggering Receptor Expressed On Myeloid Cells 2 (Trem2) Regulates Phagocytosis In Glioblastoma, Mekenzie M Peshoff, Pravesh Gupta, Shivangi Oberai, Rakesh Trivedi, Hiroshi Katayama, Prashanth Chakrapani, Minghao Dang, Simona Migliozzi, Joy Gumin, Divya B Kadri, Jessica K Lin, Nancy K Milam, Mark E Maynard, Brian D Vaillant, Brittany Parker-Kerrigan, Frederick F Lang, Jason T Huse, Antonio Iavarone, Linghua Wang, Karen Clise-Dwyer, Krishna P Bhat

Faculty, Staff and Student Publications

Background: Glioblastomas (GBMs) are central nervous system tumors that resist standard-of-care interventions and even immune checkpoint blockade. Myeloid cells in the tumor microenvironment can contribute to GBM progression; therefore, emerging immunotherapeutic approaches include reprogramming these cells to achieve desirable antitumor activity. Triggering receptor expressed on myeloid cells 2 (TREM2) is a myeloid signaling regulator that has been implicated in a variety of cancers and neurological diseases with contrasting functions, but its role in GBM immunopathology and progression is still under investigation.

Methods: Our reverse translational investigations leveraged single-cell RNA sequencing and cytometry of human gliomas to characterize TREM2 expression across …


Autologous Bone Marrow Mononuclear Cells To Treat Severe Traumatic Brain Injury In Children, Charles S Cox, David M Notrica, Jenifer Juranek, Jeffrey H Miller, Fabio Triolo, Steven Kosmach, Sean I Savitz, P David Adelson, Claudia Pedroza, Scott D Olson, Michael C Scott, Akshita Kumar, Benjamin M Aertker, Henry W Caplan, Margaret L Jackson, Brijesh S Gill, Robert A Hetz, Michael S Lavoie, Linda Ewing-Cobbs May 2024

Autologous Bone Marrow Mononuclear Cells To Treat Severe Traumatic Brain Injury In Children, Charles S Cox, David M Notrica, Jenifer Juranek, Jeffrey H Miller, Fabio Triolo, Steven Kosmach, Sean I Savitz, P David Adelson, Claudia Pedroza, Scott D Olson, Michael C Scott, Akshita Kumar, Benjamin M Aertker, Henry W Caplan, Margaret L Jackson, Brijesh S Gill, Robert A Hetz, Michael S Lavoie, Linda Ewing-Cobbs

Faculty, Staff and Student Publications

Autologous bone marrow mononuclear cells (BMMNCs) infused after severe traumatic brain injury have shown promise for treating the injury. We evaluated their impact in children, particularly their hypothesized ability to preserve the blood–brain barrier and diminish neuroinflammation, leading to structural CNS preservation with improved outcomes.

We performed a randomized, double-blind, placebo-sham-controlled Bayesian dose-escalation clinical trial at two children's hospitals in Houston, TX and Phoenix, AZ, USA (NCT01851083). Patients 5–17 years of age with severe traumatic brain injury (Glasgow Coma Scale score ≤ 8) were randomized to BMMNC or placebo (3:2). Bone marrow harvest, cell isolation and infusion were …


Focal Adhesion Kinase-Yap Signaling Axis Drives Drug-Tolerant Persister Cells And Residual Disease In Lung Cancer, Franziska Haderk, Yu-Ting Chou, Lauren Cech, Celia Fernández-Méndez, Johnny Yu, Victor Olivas, Ismail M Meraz, Dora Barbosa Rabago, D Lucas Kerr, Carlos Gomez, David V Allegakoen, Juan Guan, Khyati N Shah, Kari A Herrington, Oghenekevwe M Gbenedio, Shigeki Nanjo, Mourad Majidi, Whitney Tamaki, Yashar K Pourmoghadam, Julia K Rotow, Caroline E Mccoach, Jonathan W Riess, J Silvio Gutkind, Tracy T Tang, Leonard Post, Bo Huang, Pilar Santisteban, Hani Goodarzi, Sourav Bandyopadhyay, Calvin J Kuo, Jeroen P Roose, Wei Wu, Collin M Blakely, Jack A Roth, Trever G Bivona May 2024

Focal Adhesion Kinase-Yap Signaling Axis Drives Drug-Tolerant Persister Cells And Residual Disease In Lung Cancer, Franziska Haderk, Yu-Ting Chou, Lauren Cech, Celia Fernández-Méndez, Johnny Yu, Victor Olivas, Ismail M Meraz, Dora Barbosa Rabago, D Lucas Kerr, Carlos Gomez, David V Allegakoen, Juan Guan, Khyati N Shah, Kari A Herrington, Oghenekevwe M Gbenedio, Shigeki Nanjo, Mourad Majidi, Whitney Tamaki, Yashar K Pourmoghadam, Julia K Rotow, Caroline E Mccoach, Jonathan W Riess, J Silvio Gutkind, Tracy T Tang, Leonard Post, Bo Huang, Pilar Santisteban, Hani Goodarzi, Sourav Bandyopadhyay, Calvin J Kuo, Jeroen P Roose, Wei Wu, Collin M Blakely, Jack A Roth, Trever G Bivona

Faculty, Staff and Student Publications

Targeted therapy is effective in many tumor types including lung cancer, the leading cause of cancer mortality. Paradigm defining examples are targeted therapies directed against non-small cell lung cancer (NSCLC) subtypes with oncogenic alterations in EGFR, ALK and KRAS. The success of targeted therapy is limited by drug-tolerant persister cells (DTPs) which withstand and adapt to treatment and comprise the residual disease state that is typical during treatment with clinical targeted therapies. Here, we integrate studies in patient-derived and immunocompetent lung cancer models and clinical specimens obtained from patients on targeted therapy to uncover a focal adhesion kinase (FAK)-YAP signaling …


Risk Of Meningomyelocele Mediated By The Common 22q112 Deletion, Keng Ioi Vong, Sangmoon Lee, Kit Sing Au, T Blaine Crowley, Valeria Capra, Jeremiah Martino, Meade Haller, Camila Araújo, Hélio R Machado, Renee George, Bryn Gerding, Kiely N James, Valentina Stanley, Nan Jiang, Kameron Alu, Naomi Meave, Anna S Nidhiry, Fiza Jiwani, Isaac Tang, Ashna Nisal, Ishani Jhamb, Arzoo Patel, Aakash Patel, Jennifer Mcevoy-Venneri, Chelsea Barrows, Celina Shen, Yoo-Jin Ha, Robyn Howarth, Madison Strain, Allison Elizabeth Ashley-Koch, Matloob Azam, Sara Mumtaz, Gyang Markus Bot, Richard H Finnell, Zoha Kibar, Ahmed I Marwan, Gia Melikishvili, Hal S Meltzer, Osvaldo M Mutchinick, David A Stevenson, Henry J Mroczkowski, Betsy Ostrander, Erica Schindewolf, Julie Moldenhauer, Elaine H Zackai, Beverly S Emanuel, Sixto Garcia-Minaur, Beata A Nowakowska, Roger E Stevenson, Maha S Zaki, Hope Northrup, Hanna K Mcnamara, Kimberly A Aldinger, Ian G Phelps, Mei Deng, Ian A Glass, Bernice Morrow, Donna M Mcdonald-Mcginn, Simone Sanna-Cherchi, Dolores J Lamb, Joseph G Gleeson May 2024

Risk Of Meningomyelocele Mediated By The Common 22q112 Deletion, Keng Ioi Vong, Sangmoon Lee, Kit Sing Au, T Blaine Crowley, Valeria Capra, Jeremiah Martino, Meade Haller, Camila Araújo, Hélio R Machado, Renee George, Bryn Gerding, Kiely N James, Valentina Stanley, Nan Jiang, Kameron Alu, Naomi Meave, Anna S Nidhiry, Fiza Jiwani, Isaac Tang, Ashna Nisal, Ishani Jhamb, Arzoo Patel, Aakash Patel, Jennifer Mcevoy-Venneri, Chelsea Barrows, Celina Shen, Yoo-Jin Ha, Robyn Howarth, Madison Strain, Allison Elizabeth Ashley-Koch, Matloob Azam, Sara Mumtaz, Gyang Markus Bot, Richard H Finnell, Zoha Kibar, Ahmed I Marwan, Gia Melikishvili, Hal S Meltzer, Osvaldo M Mutchinick, David A Stevenson, Henry J Mroczkowski, Betsy Ostrander, Erica Schindewolf, Julie Moldenhauer, Elaine H Zackai, Beverly S Emanuel, Sixto Garcia-Minaur, Beata A Nowakowska, Roger E Stevenson, Maha S Zaki, Hope Northrup, Hanna K Mcnamara, Kimberly A Aldinger, Ian G Phelps, Mei Deng, Ian A Glass, Bernice Morrow, Donna M Mcdonald-Mcginn, Simone Sanna-Cherchi, Dolores J Lamb, Joseph G Gleeson

Faculty, Staff and Student Publications

Meningomyelocele is one of the most severe forms of neural tube defects (NTDs) and the most frequent structural birth defect of the central nervous system. We assembled the Spina Bifida Sequencing Consortium to identify causes. Exome and genome sequencing of 715 parent-offspring trios identified six patients with chromosomal 22q11.2 deletions, suggesting a 23-fold increased risk compared with the general population. Furthermore, analysis of a separate 22q11.2 deletion cohort suggested a 12- to 15-fold increased NTD risk of meningomyelocele. The loss of


Rosarugosides A And D From Osa Rugosa Flower Buds: Their Potential Anti-Skin-Aging Effects Intnf-Α-Induced Human Dermal Fibroblasts, Kang Sub Kim, So-Ri Son, Yea Jung Choi, Yejin Kim, Si-Young Ahn, Dae Sik Jang, Sullim Lee May 2024

Rosarugosides A And D From Osa Rugosa Flower Buds: Their Potential Anti-Skin-Aging Effects Intnf-Α-Induced Human Dermal Fibroblasts, Kang Sub Kim, So-Ri Son, Yea Jung Choi, Yejin Kim, Si-Young Ahn, Dae Sik Jang, Sullim Lee

Faculty, Staff and Student Publications

This present study investigated the anti-skin-aging properties of Rosa rugosa. Initially, phenolic compounds were isolated from a hot water extract of Rosa rugosa's flower buds. Through repeated chromatography (column chromatography, MPLC, and prep HPLC), we identified nine phenolic compounds (1-9), including a previously undescribed depside, rosarugoside D (1). The chemical structure of 1 was elucidated via NMR, HR-MS, UV, and hydrolysis. Next, in order to identify bioactive compounds that are effective against TNF-α-induced NHDF cells, we measured intracellular ROS production in samples treated with each of the isolated compounds (1- …


Using Genome And Transcriptome Data From African-Ancestry Female Participants To Identify Putative Breast Cancer Susceptibility Genes, Jie Ping, Guochong Jia, Qiuyin Cai, Xingyi Guo, Ran Tao, Christine Ambrosone, Dezheng Huo, Stefan Ambs, Mollie E Barnard, Yu Chen, Montserrat Garcia-Closas, Jian Gu, Jennifer J Hu, Esther M John, Christopher I Li, Katherine Nathanson, Barbara Nemesure, Olufunmilayo I Olopade, Tuya Pal, Michael F Press, Maureen Sanderson, Dale P Sandler, Toshio Yoshimatsu, Prisca O Adejumo, Thomas Ahearn, Abenaa M Brewster, Anselm J M Hennis, Timothy Makumbi, Paul Ndom, Katie M O'Brien, Andrew F Olshan, Mojisola M Oluwasanu, Sonya Reid, Song Yao, Ebonee N Butler, Maosheng Huang, Atara Ntekim, Bingshan Li, Melissa A Troester, Julie R Palmer, Christopher A Haiman, Jirong Long, Wei Zheng May 2024

Using Genome And Transcriptome Data From African-Ancestry Female Participants To Identify Putative Breast Cancer Susceptibility Genes, Jie Ping, Guochong Jia, Qiuyin Cai, Xingyi Guo, Ran Tao, Christine Ambrosone, Dezheng Huo, Stefan Ambs, Mollie E Barnard, Yu Chen, Montserrat Garcia-Closas, Jian Gu, Jennifer J Hu, Esther M John, Christopher I Li, Katherine Nathanson, Barbara Nemesure, Olufunmilayo I Olopade, Tuya Pal, Michael F Press, Maureen Sanderson, Dale P Sandler, Toshio Yoshimatsu, Prisca O Adejumo, Thomas Ahearn, Abenaa M Brewster, Anselm J M Hennis, Timothy Makumbi, Paul Ndom, Katie M O'Brien, Andrew F Olshan, Mojisola M Oluwasanu, Sonya Reid, Song Yao, Ebonee N Butler, Maosheng Huang, Atara Ntekim, Bingshan Li, Melissa A Troester, Julie R Palmer, Christopher A Haiman, Jirong Long, Wei Zheng

Faculty, Staff and Student Publications

African-ancestry (AA) participants are underrepresented in genetics research. Here, we conducted a transcriptome-wide association study (TWAS) in AA female participants to identify putative breast cancer susceptibility genes. We built genetic models to predict levels of gene expression, exon junction, and 3' UTR alternative polyadenylation using genomic and transcriptomic data generated in normal breast tissues from 150 AA participants and then used these models to perform association analyses using genomic data from 18,034 cases and 22,104 controls. At Bonferroni-corrected P < 0.05, we identified six genes associated with breast cancer risk, including four genes not previously reported (CTD-3080P12.3, EN1, LINC01956 and NUP210L). Most of these genes showed a stronger association with risk of estrogen-receptor (ER) negative or triple-negative than ER-positive breast cancer. We also replicated the associations with 29 genes reported in previous TWAS at P < 0.05 (one-sided), providing further support for an association of these genes with breast cancer risk. Our study sheds new light on the genetic basis of breast cancer and highlights the value of conducting research in AA populations.


Kras G12c Inhibitor Combination Therapies: Current Evidence And Challenge, Hirotaka Miyashita, Shumei Kato, David S Hong May 2024

Kras G12c Inhibitor Combination Therapies: Current Evidence And Challenge, Hirotaka Miyashita, Shumei Kato, David S Hong

Faculty, Staff and Student Publications

Although KRAS G12C inhibitors have proven that KRAS is a "druggable" target of cancer, KRAS G12C inhibitor monotherapies have demonstrated limited clinical efficacy due to primary and acquired resistance mechanisms. Multiple combinations of KRAS G12C inhibitors with other targeted therapies, such as RTK, SHP2, and MEK inhibitors, have been investigated in clinical trials to overcome the resistance. They have demonstrated promising efficacy especially by combining KRAS G12C and EGFR inhibitors for KRAS G12C-mutated colorectal cancer. Many clinical trials of combinations of KRAS G12C inhibitors with other targeted therapies, such as SOS1, ERK, CDK4/6, and wild-type RAS, are ongoing. Furthermore, preclinical …


Mdm2 Inhibitors For Cancer Therapy: The Past, Present, And Future, Wei Wang, Najah Albadari, Yi Du, Josef F Fowler, Hannah T Sang, Wa Xian, Frank Mckeon, Wei Li, Jia Zhou, Ruiwen Zhang May 2024

Mdm2 Inhibitors For Cancer Therapy: The Past, Present, And Future, Wei Wang, Najah Albadari, Yi Du, Josef F Fowler, Hannah T Sang, Wa Xian, Frank Mckeon, Wei Li, Jia Zhou, Ruiwen Zhang

Faculty, Staff and Student Publications

Since its discovery over 35 years ago, MDM2 has emerged as an attractive target for the development of cancer therapy. MDM2's activities extend from carcinogenesis to immunity to the response to various cancer therapies. Since the report of the first MDM2 inhibitor more than 30 years ago, various approaches to inhibit MDM2 have been attempted, with hundreds of small-molecule inhibitors evaluated in preclinical studies and numerous molecules tested in clinical trials. Although many MDM2 inhibitors and degraders have been evaluated in clinical trials, there is currently no Food and Drug Administration (FDA)-approved MDM2 inhibitor on the market. Nevertheless, there are …


Tsyn-Seq: A T-Cell Synapse-Based Antigen Identification Platform, Yimei Jin, Takahiko Miyama, Alexandria Brown, Tomo Hayase, Xingzhi Song, Anand K Singh, Licai Huang, Ivonne I Flores, Lauren K Mcdaniel, Israel Glover, Taylor M Halsey, Rishika Prasad, Valerie Chapa, Saira Ahmed, Jianhua Zhang, Kunal Rai, Christine B Peterson, Gregory Lizee, Jennifer Karmouch, Eiko Hayase, Jeffrey J Molldrem, Chia-Chi Chang, Wen-Bin Tsai, Robert R Jenq May 2024

Tsyn-Seq: A T-Cell Synapse-Based Antigen Identification Platform, Yimei Jin, Takahiko Miyama, Alexandria Brown, Tomo Hayase, Xingzhi Song, Anand K Singh, Licai Huang, Ivonne I Flores, Lauren K Mcdaniel, Israel Glover, Taylor M Halsey, Rishika Prasad, Valerie Chapa, Saira Ahmed, Jianhua Zhang, Kunal Rai, Christine B Peterson, Gregory Lizee, Jennifer Karmouch, Eiko Hayase, Jeffrey J Molldrem, Chia-Chi Chang, Wen-Bin Tsai, Robert R Jenq

Faculty, Staff and Student Publications

Tools for genome-wide rapid identification of peptide-major histocompatibility complex targets of T-cell receptors (TCR) are not yet universally available. We present a new antigen screening method, the T-synapse (Tsyn) reporter system, which includes antigen-presenting cells (APC) with a Fas-inducible NF-κB reporter and T cells with a nuclear factor of activated T cells (NFAT) reporter. To functionally screen for target antigens from a cDNA library, productively interacting T cell-APC aggregates were detected by dual-reporter activity and enriched by flow sorting followed by antigen identification quantified by deep sequencing (Tsyn-seq). When applied to a previously characterized TCR specific for the E7 antigen …


Fam86a Methylation Of Eef2 Links Mrna Translation Elongation To Tumorigenesis, Joel William Francis, Simone Hausmann, Sabeen Ikram, Kunlun Yin, Robert Mealey-Farr, Natasha Mahealani Flores, Annie Truc Trinh, Tourkian Chasan, Julia Thompson, Pawel Karol Mazur, Or Gozani May 2024

Fam86a Methylation Of Eef2 Links Mrna Translation Elongation To Tumorigenesis, Joel William Francis, Simone Hausmann, Sabeen Ikram, Kunlun Yin, Robert Mealey-Farr, Natasha Mahealani Flores, Annie Truc Trinh, Tourkian Chasan, Julia Thompson, Pawel Karol Mazur, Or Gozani

Faculty, Staff and Student Publications

eEF2 post-translational modifications (PTMs) can profoundly affect mRNA translation dynamics. However, the physiologic function of eEF2K525 trimethylation (eEF2K525me3), a PTM catalyzed by the enzyme FAM86A, is unknown. Here, we find that FAM86A methylation of eEF2 regulates nascent elongation to promote protein synthesis and lung adenocarcinoma (LUAD) pathogenesis. The principal physiologic substrate of FAM86A is eEF2, with K525me3 modeled to facilitate productive eEF2-ribosome engagement during translocation. FAM86A depletion in LUAD cells causes 80S monosome accumulation and mRNA translation inhibition. FAM86A is overexpressed in LUAD and eEF2K525me3 levels increase through advancing LUAD disease stages. FAM86A knockdown attenuates LUAD cell proliferation and suppression …


Response Of Treatment-Naive Brain Metastases To Stereotactic Radiosurgery, Chibawanye I Ene, Christina Abi Faraj, Thomas H Beckham, Jeffrey S Weinberg, Clark R Andersen, Ali S Haider, Ganesh Rao, Sherise D Ferguson, Christopher A Alvarez-Brenkenridge, Betty Y S Kim, Amy B Heimberger, Ian E Mccutcheon, Sujit S Prabhu, Chenyang Michael Wang, Amol J Ghia, Susan L Mcgovern, Caroline Chung, Mary Frances Mcaleer, Martin C Tom, Subha Perni, Todd A Swanson, Debra N Yeboa, Tina M Briere, Jason T Huse, Gregory N Fuller, Frederick F Lang, Jing Li, Dima Suki, Raymond E Sawaya May 2024

Response Of Treatment-Naive Brain Metastases To Stereotactic Radiosurgery, Chibawanye I Ene, Christina Abi Faraj, Thomas H Beckham, Jeffrey S Weinberg, Clark R Andersen, Ali S Haider, Ganesh Rao, Sherise D Ferguson, Christopher A Alvarez-Brenkenridge, Betty Y S Kim, Amy B Heimberger, Ian E Mccutcheon, Sujit S Prabhu, Chenyang Michael Wang, Amol J Ghia, Susan L Mcgovern, Caroline Chung, Mary Frances Mcaleer, Martin C Tom, Subha Perni, Todd A Swanson, Debra N Yeboa, Tina M Briere, Jason T Huse, Gregory N Fuller, Frederick F Lang, Jing Li, Dima Suki, Raymond E Sawaya

Faculty, Staff and Student Publications

With improvements in survival for patients with metastatic cancer, long-term local control of brain metastases has become an increasingly important clinical priority. While consensus guidelines recommend surgery followed by stereotactic radiosurgery (SRS) for lesions >3 cm, smaller lesions (≤3 cm) treated with SRS alone elicit variable responses. To determine factors influencing this variable response to SRS, we analyzed outcomes of brain metastases ≤3 cm diameter in patients with no prior systemic therapy treated with frame-based single-fraction SRS. Following SRS, 259 out of 1733 (15%) treated lesions demonstrated MRI findings concerning for local treatment failure (LTF), of which 202 /1733 (12%) …


Development And Validation Of A Rule-Based Algorithm To Identify Periodontal Diagnosis Using Structured Electronic Health Record Data, Bunmi Tokede, Ryan Brandon, Chun-Teh Lee, Guo-Hao Lin, Joel White, Alfa Yansane, Xiaoqian Jiang, Elsbeth Kalenderian, Muhammad Walji May 2024

Development And Validation Of A Rule-Based Algorithm To Identify Periodontal Diagnosis Using Structured Electronic Health Record Data, Bunmi Tokede, Ryan Brandon, Chun-Teh Lee, Guo-Hao Lin, Joel White, Alfa Yansane, Xiaoqian Jiang, Elsbeth Kalenderian, Muhammad Walji

Faculty, Staff and Student Publications

AIM: To develop and validate an automated electronic health record (EHR)-based algorithm to suggest a periodontal diagnosis based on the 2017 World Workshop on the Classification of Periodontal Diseases and Conditions.

MATERIALS AND METHODS: Using material published from the 2017 World Workshop, a tool was iteratively developed to suggest a periodontal diagnosis based on clinical data within the EHR. Pertinent clinical data included clinical attachment level (CAL), gingival margin to cemento-enamel junction distance, probing depth, furcation involvement (if present) and mobility. Chart reviews were conducted to confirm the algorithm's ability to accurately extract clinical data from the EHR, and then …


The Constitutively Active Form Of A Key Cholesterol Synthesis Enzyme Is Lipid Droplet-Localized And Upregulated In Endometrial Cancer Tissues, Hudson W Coates, Tina B Nguyen, Ximing Du, Ellen M Olzomer, Rhonda Farrell, Frances L Byrne, Hongyuan Yang, Andrew J Brown May 2024

The Constitutively Active Form Of A Key Cholesterol Synthesis Enzyme Is Lipid Droplet-Localized And Upregulated In Endometrial Cancer Tissues, Hudson W Coates, Tina B Nguyen, Ximing Du, Ellen M Olzomer, Rhonda Farrell, Frances L Byrne, Hongyuan Yang, Andrew J Brown

Faculty, Staff and Student Publications

Cholesterol is essential for both normal cell viability and cancer cell proliferation. Aberrant activity of squalene monooxygenase (SM, also known as squalene epoxidase), the rate-limiting enzyme of the committed cholesterol synthesis pathway, is accordingly implicated in a growing list of cancers. We previously reported that hypoxia triggers the truncation of SM to a constitutively active form, thus preserving sterol synthesis during oxygen shortfalls. Here, we show SM truncation is upregulated and correlates with the magnitude of hypoxia in endometrial cancer tissues, supporting the in vivo relevance of our earlier work. To further investigate the pathophysiological consequences of SM truncation, we …


Profiling The Activity Of The Para-Caspase Malt1 In B-Cell Acute Lymphoblastic Leukemia For Potential Targeted Therapeutic Application, Firas M Safa, Terri Rasmussen, Lorena Fontan, Min Xia, Ari Melnick, Adrian Wiestner, Patricia Lobelle-Rich, Jan A Burger, Yara Mouawad, Hana Safah, Erik K Flemington, Nakhle S Saba May 2024

Profiling The Activity Of The Para-Caspase Malt1 In B-Cell Acute Lymphoblastic Leukemia For Potential Targeted Therapeutic Application, Firas M Safa, Terri Rasmussen, Lorena Fontan, Min Xia, Ari Melnick, Adrian Wiestner, Patricia Lobelle-Rich, Jan A Burger, Yara Mouawad, Hana Safah, Erik K Flemington, Nakhle S Saba

Faculty, Staff and Student Publications

B-cell acute lymphoblastic leukemia (B-ALL) remains a hard-to-treat disease with a poor prognosis in adults. Mucosa-associated lymphoid tissue lymphoma translocation protein 1 (MALT1) is a para-caspase required for B-cell receptor (BCR)-mediated NF-κB activation. Inhibition of MALT1 in preclinical models has proven efficacious in many B-cell malignancies including chronic lymphocytic leukemia, mantle cell lymphoma and diffuse large B-cell lymphoma. We sought to examine the role of MALT1 in B-ALL and determine the biological consequences of its inhibition. Targeting MALT1 with both Z-VRPR-fmk and MI-2 efficiently kills B-ALL cells independent of the cell-of-origin (pro, pre, mature) or the presence of the Philadelphia …


Dlk-Mapk Signaling Coupled With Dna Damage Promotes Intrinsic Neurotoxicity Associated With Non-Mutated Tau, Sanming Li, Ethan R Roy, Yanyu Wang, Trent Watkins, Wei Cao May 2024

Dlk-Mapk Signaling Coupled With Dna Damage Promotes Intrinsic Neurotoxicity Associated With Non-Mutated Tau, Sanming Li, Ethan R Roy, Yanyu Wang, Trent Watkins, Wei Cao

Faculty, Staff and Student Publications

Alzheimer's disease (AD) is the most prevalent form of neurodegeneration. Despite the well-established link between tau aggregation and clinical progression, the major pathways driven by this protein to intrinsically damage neurons are incompletely understood. To model AD-relevant neurodegeneration driven by tau, we overexpressed non-mutated human tau in primary mouse neurons and observed substantial axonal degeneration and cell death, a process accompanied by activated caspase 3. Mechanistically, we detected deformation of the nuclear envelope and increased DNA damage response in tau-expressing neurons. Gene profiling analysis further revealed significant alterations in the mitogen-activated protein kinase (MAPK) pathway; moreover, inhibitors of dual leucine …


The Intrinsic Substrate Specificity Of The Human Tyrosine Kinome, Tomer M Yaron-Barir, Brian A Joughin, Emily M Huntsman, Alexander Kerelsky, Daniel M Cizin, Benjamin M Cohen, Amit Regev, Junho Song, Neil Vasan, Ting-Yu Lin, Jose M Orozco, Christina Schoenherr, Cari Sagum, Mark T Bedford, R Max Wynn, Shih-Chia Tso, David T Chuang, Lei Li, Shawn S-C Li, Pau Creixell, Konstantin Krismer, Mina Takegami, Harin Lee, Bin Zhang, Jingyi Lu, Ian Cossentino, Sean D Landry, Mohamed Uduman, John Blenis, Olivier Elemento, Margaret C Frame, Peter V Hornbeck, Lewis C Cantley, Benjamin E Turk, Michael B Yaffe, Jared L Johnson May 2024

The Intrinsic Substrate Specificity Of The Human Tyrosine Kinome, Tomer M Yaron-Barir, Brian A Joughin, Emily M Huntsman, Alexander Kerelsky, Daniel M Cizin, Benjamin M Cohen, Amit Regev, Junho Song, Neil Vasan, Ting-Yu Lin, Jose M Orozco, Christina Schoenherr, Cari Sagum, Mark T Bedford, R Max Wynn, Shih-Chia Tso, David T Chuang, Lei Li, Shawn S-C Li, Pau Creixell, Konstantin Krismer, Mina Takegami, Harin Lee, Bin Zhang, Jingyi Lu, Ian Cossentino, Sean D Landry, Mohamed Uduman, John Blenis, Olivier Elemento, Margaret C Frame, Peter V Hornbeck, Lewis C Cantley, Benjamin E Turk, Michael B Yaffe, Jared L Johnson

Faculty, Staff and Student Publications

Phosphorylation of proteins on tyrosine (Tyr) residues evolved in metazoan organisms as a mechanism of coordinating tissue growth1. Multicellular eukaryotes typically have more than 50 distinct protein Tyr kinases that catalyse the phosphorylation of thousands of Tyr residues throughout the proteome1-3. How a given Tyr kinase can phosphorylate a specific subset of proteins at unique Tyr sites is only partially understood4-7. Here we used combinatorial peptide arrays to profile the substrate sequence specificity of all human Tyr kinases. Globally, the Tyr kinases demonstrate considerable diversity in optimal patterns of residues surrounding the site of phosphorylation, revealing the functional organization of …


Bacteria Synergized With Pd-1 Blockade Enhance Positive Feedback Loop Of Cancer Cells-M1 Macrophages-T Cells In Glioma, Qi Chen, Yuyi Zheng, Xiaojie Chen, Yuan Xing, Jiajie Zhang, Xinyi Yan, Qi Zhang, Di Wu, Zhong Chen May 2024

Bacteria Synergized With Pd-1 Blockade Enhance Positive Feedback Loop Of Cancer Cells-M1 Macrophages-T Cells In Glioma, Qi Chen, Yuyi Zheng, Xiaojie Chen, Yuan Xing, Jiajie Zhang, Xinyi Yan, Qi Zhang, Di Wu, Zhong Chen

Faculty, Staff and Student Publications

Cancer immunotherapy is an attractive strategy because it stimulates immune cells to target malignant cells by regulating the intrinsic activity of the immune system. However, due to lacking many immunologic markers, it remains difficult to treat glioma, a representative "cold" tumor. Herein, to wake the "hot" tumor immunity of glioma, Porphyromonas gingivalis (Pg) is customized with a coating to create an immunogenic tumor microenvironment and further prove the effect in combination with the immune checkpoint agent anti-PD-1, exhibiting elevated therapeutic efficacy. This is accomplished not by enhancing the delivery of PD-1 blockade to enhance the effect of immunotherapy, but by …


Enhanced Ctla-4 Blockade Anti-Tumor Immunity With Apg-157 Combination In A Murine Head And Neck Cancer, Daniel Sanghoon Shin, Saroj Basak, Mysore S Veena, Begoña Comin-Anduix, Arjun Bhattacharya, Tien S Dong, Albert Ko, Philip Han, Jonathan Jacobs, Neda A Moatamed, Luis Avila, Matteo Pellegrini, Marilene Wang, Eri S Srivatsan May 2024

Enhanced Ctla-4 Blockade Anti-Tumor Immunity With Apg-157 Combination In A Murine Head And Neck Cancer, Daniel Sanghoon Shin, Saroj Basak, Mysore S Veena, Begoña Comin-Anduix, Arjun Bhattacharya, Tien S Dong, Albert Ko, Philip Han, Jonathan Jacobs, Neda A Moatamed, Luis Avila, Matteo Pellegrini, Marilene Wang, Eri S Srivatsan

Faculty, Staff and Student Publications

BACKGROUND: A phase I clinical study for patients with locally advanced H&N cancer with a new class of botanical drug APG-157 provided hints of potential synergy with immunotherapy. We sought to evaluate the efficacy of the combination of APG-157 and immune checkpoint inhibitors.

METHODS: CCL23, UM-SCC1 (human), and SCCVII (HPV-), MEER (HPV+) (murine) H&N cancer cell lines were utilized for in vitro and in vivo studies. We measured tumor growth by treating the mice with APG-157, anti-PD-1, and anti-CTLA-4 antibody combinations (8 groups). The tumor microenvironments were assessed by multi-color flow cytometry, immunohistochemistry, and RNA-seq analysis. Fecal microbiome was analyzed …