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  1. Article ; Online: NeuTox: A weighted ensemble model for screening potential neuronal cytotoxicity of chemicals based on various types of molecular representations.

    He, Xuejun / Yang, Zeguo / Wang, Ling / Sun, Yuzhen / Cao, Huiming / Liang, Yong

    Journal of hazardous materials

    2024  Volume 465, Page(s) 133443

    Abstract: Chemical-induced neurotoxicity has been widely brought into focus in the risk assessment of chemical safety. However, the traditional in vivo animal models to evaluate neurotoxicity are time-consuming and expensive, which cannot completely represent the ... ...

    Abstract Chemical-induced neurotoxicity has been widely brought into focus in the risk assessment of chemical safety. However, the traditional in vivo animal models to evaluate neurotoxicity are time-consuming and expensive, which cannot completely represent the pathophysiology of neurotoxicity in humans. Cytotoxicity to human neuroblastoma cell line (SH-SY5Y) is commonly used as an alternative to animal testing for the assessment of neurotoxicity, yet it is still not appropriate for high throughput screening of potential neuronal cytotoxicity of chemicals. In this study, we constructed an ensemble prediction model, termed NeuTox, by combining multiple machine learning algorithms with molecular representations based on the weighted score of Particle Swarm Optimization. For the test set, NeuTox shows excellent performance with an accuracy of 0.9064, which are superior to the top-performing individual models. The subsequent experimental verifications reveal that 5,5'-isopropylidenedi-2-biphenylol and 4,4'-cyclo-hexylidenebisphenol exhibited stronger SH-SY5Y-based cytotoxicity compared to bisphenol A, suggesting that NeuTox has good generalization ability in the first-tier assessment of neuronal cytotoxicity of BPA analogs. For ease of use, NeuTox is presented as an online web server that can be freely accessed via http://www.iehneutox-predictor.cn/NeuToxPredict/Predict.
    MeSH term(s) Animals ; Humans ; Cell Line, Tumor ; Neuroblastoma/metabolism ; Neurons/metabolism
    Language English
    Publishing date 2024-01-05
    Publishing country Netherlands
    Document type Journal Article
    ZDB-ID 1491302-1
    ISSN 1873-3336 ; 0304-3894
    ISSN (online) 1873-3336
    ISSN 0304-3894
    DOI 10.1016/j.jhazmat.2024.133443
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  2. Article ; Online: Screening of the Antagonistic Activity of Potential Bisphenol A Alternatives toward the Androgen Receptor Using Machine Learning and Molecular Dynamics Simulation.

    Yang, Zeguo / Wang, Ling / Yang, Ying / Pang, Xudi / Sun, Yuzhen / Liang, Yong / Cao, Huiming

    Environmental science & technology

    2024  Volume 58, Issue 6, Page(s) 2817–2829

    Abstract: Over the past few decades, extensive research has indicated that exposure to bisphenol A (BPA) increases the health risks in humans. Toxicological studies have demonstrated that BPA can bind to the androgen receptor (AR), resulting in endocrine- ... ...

    Abstract Over the past few decades, extensive research has indicated that exposure to bisphenol A (BPA) increases the health risks in humans. Toxicological studies have demonstrated that BPA can bind to the androgen receptor (AR), resulting in endocrine-disrupting effects. In recent investigations, many alternatives to BPA have been detected in various environmental media as major pollutants. However, related experimental evaluations of BPA alternatives have not been systematically implemented for the assessment of chemical safety and the effects of structural characteristics on the antagonistic activity of the AR. To promote the green development of BPA alternatives, high-throughput toxicological screening is fundamental for prioritizing chemical tests. Therefore, we proposed a hybrid deep learning architecture that combines molecular descriptors and molecular graphs to predict AR antagonistic activity. Compared to previous models, this hybrid architecture can extract substantial chemical information from various molecular representations to improve the model's generalization ability for BPA alternatives. Our predictions suggest that lignin-derivable bisguaiacols, as alternatives to BPA, are likely to be nonantagonist for AR compared to bisphenol analogues. Additionally, molecular dynamics (MD) simulations identified the dihydrotestosterone-bound pocket, rather than the surface, as the major binding site of bisphenol analogues. The conformational changes of key helix H12 from an agonistic to an antagonistic conformation can be evaluated qualitatively by accelerated MD simulations to explain the underlying mechanism. Overall, our computational study is helpful for toxicological screening of BPA alternatives and the design of environmentally friendly BPA alternatives.
    MeSH term(s) Humans ; Molecular Dynamics Simulation ; Receptors, Androgen/metabolism ; Benzhydryl Compounds ; Machine Learning ; Phenols
    Chemical Substances bisphenol A (MLT3645I99) ; Receptors, Androgen ; Benzhydryl Compounds ; Phenols
    Language English
    Publishing date 2024-01-30
    Publishing country United States
    Document type Journal Article
    ISSN 1520-5851
    ISSN (online) 1520-5851
    DOI 10.1021/acs.est.3c09779
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  3. Article ; Online: Podocyte-derived soluble RARRES1 drives kidney disease progression through direct podocyte and proximal tubular injury.

    Feng, Ye / Sun, Zeguo / Fu, Jia / Zhong, Fang / Zhang, Weijia / Wei, Chengguo / Chen, Anqun / Liu, Bi-Cheng / He, John C / Lee, Kyung

    Kidney international

    2024  

    Abstract: Retinoic acid receptor responder protein-1 (RARRES1) is a podocyte-enriched transmembrane protein whose increased expression correlates with human glomerular disease progression. RARRES1 promotes podocytopenia and glomerulosclerosis via p53-mediated ... ...

    Abstract Retinoic acid receptor responder protein-1 (RARRES1) is a podocyte-enriched transmembrane protein whose increased expression correlates with human glomerular disease progression. RARRES1 promotes podocytopenia and glomerulosclerosis via p53-mediated podocyte apoptosis. Importantly, the cytopathic actions of RARRES1 are entirely dependent on its proteolytic cleavage into a soluble protein (sRARRES1) and subsequent podocyte uptake by endocytosis, as a cleavage mutant RARRES1 exerted no effects in vitro or in vivo. As RARRES1 expression is upregulated in human glomerular diseases, here we investigated the functional consequence of podocyte-specific overexpression of RARRES1 in mice in the experimental focal segmental glomerulosclerosis and diabetic kidney disease. We also examined the effects of long-term RARRES1 overexpression on slowly developing aging-induced kidney injury. As anticipated, the induction of podocyte overexpression of RARRES1 (Pod-RARRES1
    Language English
    Publishing date 2024-04-30
    Publishing country United States
    Document type Journal Article
    ZDB-ID 120573-0
    ISSN 1523-1755 ; 0085-2538
    ISSN (online) 1523-1755
    ISSN 0085-2538
    DOI 10.1016/j.kint.2024.04.011
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  4. Article ; Online: Synthesis of trifluoroalkyl or difluoroalkyl phenanthridine derivatives via cascade reaction using an intramolecular cyano group as a radical acceptor under photoredox catalysis.

    Liu, Xu / Wu, Zhongjie / Zhang, Zeguo / Liu, Ping / Sun, Peipei

    Organic & biomolecular chemistry

    2018  Volume 16, Issue 3, Page(s) 414–423

    Abstract: In the presence of Ru(phen) ...

    Abstract In the presence of Ru(phen)
    Language English
    Publishing date 2018-01-09
    Publishing country England
    Document type Journal Article
    ZDB-ID 2097583-1
    ISSN 1477-0539 ; 1477-0520
    ISSN (online) 1477-0539
    ISSN 1477-0520
    DOI 10.1039/c7ob02804k
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  5. Article ; Online: Investigation of the Binding Fraction of PFAS in Human Plasma and Underlying Mechanisms Based on Machine Learning and Molecular Dynamics Simulation.

    Cao, Huiming / Peng, Jianhua / Zhou, Zhen / Yang, Zeguo / Wang, Ling / Sun, Yuzhen / Wang, Yawei / Liang, Yong

    Environmental science & technology

    2022  Volume 57, Issue 46, Page(s) 17762–17773

    Abstract: More than 7000 per- and polyfluorinated alkyl substances (PFAS) have been documented in the U.S. Environmental Protection Agency's CompTox Chemicals database. These PFAS can be used in a broad range of industrial and consumer applications but may pose ... ...

    Abstract More than 7000 per- and polyfluorinated alkyl substances (PFAS) have been documented in the U.S. Environmental Protection Agency's CompTox Chemicals database. These PFAS can be used in a broad range of industrial and consumer applications but may pose potential environmental issues and health risks. However, little is known about emerging PFAS bioaccumulation to assess their chemical safety. This study focuses specifically on the large and high-quality data set of fluorochemicals from the related environmental and pharmaceutical chemicals databases, and machine learning (ML) models were developed for the classification prediction of the unbound fraction of compounds in plasma. A comprehensive evaluation of the ML models shows that the best blending model yields an accuracy of 0.901 for the test set. The predictions suggest that most PFAS (∼92%) have a high binding fraction in plasma. Introduction of alkaline amino groups is likely to reduce the binding affinities of PFAS with plasma proteins. Molecular dynamics simulations indicate a clear distinction between the high and low binding fractions of PFAS. These computational workflows can be used to predict the bioaccumulation of emerging PFAS and are also helpful for the molecular design of PFAS to prevent the release of high-bioaccumulation compounds into the environment.
    MeSH term(s) Humans ; Fluorocarbons/blood ; Fluorocarbons/metabolism ; Machine Learning ; Molecular Dynamics Simulation ; Bioaccumulation
    Chemical Substances Fluorocarbons
    Language English
    Publishing date 2022-10-25
    Publishing country United States
    Document type Journal Article
    ISSN 1520-5851
    ISSN (online) 1520-5851
    DOI 10.1021/acs.est.2c04400
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  6. Article ; Online: Human TLR8 induces inflammatory bone marrow erythromyeloblastic islands and anemia in SLE-prone mice.

    Maria, Naomi I / Papoin, Julien / Raparia, Chirag / Sun, Zeguo / Josselsohn, Rachel / Lu, Ailing / Katerji, Hani / Syeda, Mahrukh M / Polsky, David / Paulson, Robert / Kalfa, Theodosia / Barnes, Betsy J / Zhang, Weijia / Blanc, Lionel / Davidson, Anne

    Life science alliance

    2023  Volume 6, Issue 10

    Abstract: Anemia commonly occurs in systemic lupus erythematosus, a disease characterized by innate immune activation by nucleic acids. Overactivation of cytoplasmic sensors by self-DNA or RNA can cause erythroid cell death, while sparing other hematopoietic cell ... ...

    Abstract Anemia commonly occurs in systemic lupus erythematosus, a disease characterized by innate immune activation by nucleic acids. Overactivation of cytoplasmic sensors by self-DNA or RNA can cause erythroid cell death, while sparing other hematopoietic cell lineages. Whereas chronic inflammation is involved in this mechanism, less is known about the impact of systemic lupus erythematosus on the BM erythropoietic niche. We discovered that expression of the endosomal ssRNA sensor human TLR8 induces fatal anemia in Sle1.Yaa lupus mice. We observed that anemia was associated with a decrease in erythromyeloblastic islands and a block in differentiation at the CFU-E to proerythroblast transition in the BM. Single-cell RNAseq analyses of isolated BM erythromyeloblastic islands from human TLR8-expressing mice revealed that genes associated with essential central macrophage functions including adhesion and provision of nutrients were down-regulated. Although compensatory stress erythropoiesis occurred in the spleen, red blood cell half-life decreased because of hemophagocytosis. These data implicate the endosomal RNA sensor TLR8 as an additional innate receptor whose overactivation causes acquired failure of erythropoiesis via myeloid cell dysregulation.
    MeSH term(s) Animals ; Humans ; Mice ; Anemia/etiology ; Bone Marrow/metabolism ; Lupus Erythematosus, Systemic ; RNA ; Toll-Like Receptor 8
    Chemical Substances RNA (63231-63-0) ; TLR8 protein, human ; Toll-Like Receptor 8
    Language English
    Publishing date 2023-07-26
    Publishing country United States
    Document type Journal Article ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't ; Research Support, U.S. Gov't, Non-P.H.S.
    ISSN 2575-1077
    ISSN (online) 2575-1077
    DOI 10.26508/lsa.202302241
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  7. Article ; Online: TYRO3 agonist as therapy for glomerular disease

    Fang Zhong / Hong Cai / Jia Fu / Zeguo Sun / Zhengzhe Li / David Bauman / Lois Wang / Bhaskar Das / Kyung Lee / John Cijiang He

    JCI Insight, Vol 8, Iss

    2023  Volume 1

    Abstract: Podocyte injury and loss are key drivers of primary and secondary glomerular diseases, such as focal segmental glomerulosclerosis (FSGS) and diabetic kidney disease (DKD). We previously demonstrated the renoprotective role of protein S (PS) and its ... ...

    Abstract Podocyte injury and loss are key drivers of primary and secondary glomerular diseases, such as focal segmental glomerulosclerosis (FSGS) and diabetic kidney disease (DKD). We previously demonstrated the renoprotective role of protein S (PS) and its cognate tyrosine-protein kinase receptor, TYRO3, in models of FSGS and DKD and that their signaling exerts antiapoptotic and antiinflammatory effects to confer protection against podocyte loss. Among the 3 TAM receptors (TYRO3, AXL, and MER), only TYRO3 expression is largely restricted to podocytes, and glomerular TYRO3 mRNA expression negatively correlates with human glomerular disease progression. Therefore, we posited that the agonistic PS/TYRO3 signaling could serve as a potential therapeutic approach to attenuate glomerular disease progression. As PS function is not limited to TYRO3-mediated signal transduction but includes its anticoagulant activity, we focused on the development of TYRO3 agonists as an optimal therapeutic approach to glomerular disease. Among the small-molecule TYRO3 agonistic compounds screened, compound 10 (C-10) showed a selective activation of TYRO3 without any effects on AXL or MER. We also confirmed that C-10 directly binds to TYRO3, but not the other receptors. In vivo, C-10 attenuated proteinuria, glomerular injury, and podocyte loss in mouse models of Adriamycin-induced nephropathy and a db/db model of type 2 diabetes. Moreover, these renoprotective effects of C-10 were lost in Tyro3-knockout mice, indicating that C-10 is a selective agonist of TYRO3 activity that mitigates podocyte injury and glomerular disease. Therefore, C-10, a TYRO3 agonist, could be potentially developed as a new therapy for glomerular disease.
    Keywords Nephrology ; Medicine ; R
    Subject code 610
    Language English
    Publishing date 2023-01-01T00:00:00Z
    Publisher American Society for Clinical investigation
    Document type Article ; Online
    Database BASE - Bielefeld Academic Search Engine (life sciences selection)

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  8. Article ; Online: High-dimensional Mass Cytometry identified circulating Natural Killer T-cell subsets associated with protection from Cytomegalovirus infection in kidney transplant recipients.

    Donadeu, Laura / Jouve, Thomas / Bin, Sofia / Hartzell, Susan / Crespo, Elena / Torija, Alba / Jarque, Marta / Kevella, Delphine / Zúñiga, José / Zhang, Weijia / Sun, Zeguo / Verlato, Alberto / Martínez-Gallo, Mónica / Font-Miñarro, Cristina / Meneghini, Maria / Toapanta, Nestor / Torres, Irina B / Sellarés, Joana / Perelló, Manel /
    Kaminski, Hannah / Couzi, Lionel / Loupy, Alexandre / La Manna, Gaetano / Moreso, Francesc / Cravedi, Paolo / Bestard, Oriol

    Kidney international

    2024  

    Abstract: Cytomegalovirus (CMV) infection is associated with poor kidney transplant outcomes. While innate and adaptive immune cells have been implicated in its prevention, an in-depth characterization of the in vivo kinetics of multiple cell subsets and their ... ...

    Abstract Cytomegalovirus (CMV) infection is associated with poor kidney transplant outcomes. While innate and adaptive immune cells have been implicated in its prevention, an in-depth characterization of the in vivo kinetics of multiple cell subsets and their role in protecting against CMV infection has not been achieved. Here, we performed high-dimensional immune phenotyping by mass cytometry, and functional assays, on 112 serially collected samples from CMV seropositive kidney transplant recipients. Advanced unsupervised deep learning analysis was used to assess immune cell populations that significantly correlated with prevention against CMV infection and anti-viral immune function. Prior to infection, kidney transplant recipients who developed CMV infection showed significantly lower CMV-specific cell-mediated immune (CMI) frequencies than those that did not. A broad diversity of circulating cell subsets within innate and adaptive immune compartments were associated with CMV infection or protective CMV-specific CMI. While percentages of CMV (tetramer-stained)-specific T cells associated with high CMI responses and clinical protection, circulating CD3
    Language English
    Publishing date 2024-04-27
    Publishing country United States
    Document type Journal Article
    ZDB-ID 120573-0
    ISSN 1523-1755 ; 0085-2538
    ISSN (online) 1523-1755
    ISSN 0085-2538
    DOI 10.1016/j.kint.2024.03.027
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  9. Article ; Online: TYRO3 agonist as therapy for glomerular disease.

    Zhong, Fang / Cai, Hong / Fu, Jia / Sun, Zeguo / Li, Zhengzhe / Bauman, David / Wang, Lois / Das, Bhaskar / Lee, Kyung / He, John Cijiang

    JCI insight

    2023  Volume 8, Issue 1

    Abstract: Podocyte injury and loss are key drivers of primary and secondary glomerular diseases, such as focal segmental glomerulosclerosis (FSGS) and diabetic kidney disease (DKD). We previously demonstrated the renoprotective role of protein S (PS) and its ... ...

    Abstract Podocyte injury and loss are key drivers of primary and secondary glomerular diseases, such as focal segmental glomerulosclerosis (FSGS) and diabetic kidney disease (DKD). We previously demonstrated the renoprotective role of protein S (PS) and its cognate tyrosine-protein kinase receptor, TYRO3, in models of FSGS and DKD and that their signaling exerts antiapoptotic and antiinflammatory effects to confer protection against podocyte loss. Among the 3 TAM receptors (TYRO3, AXL, and MER), only TYRO3 expression is largely restricted to podocytes, and glomerular TYRO3 mRNA expression negatively correlates with human glomerular disease progression. Therefore, we posited that the agonistic PS/TYRO3 signaling could serve as a potential therapeutic approach to attenuate glomerular disease progression. As PS function is not limited to TYRO3-mediated signal transduction but includes its anticoagulant activity, we focused on the development of TYRO3 agonists as an optimal therapeutic approach to glomerular disease. Among the small-molecule TYRO3 agonistic compounds screened, compound 10 (C-10) showed a selective activation of TYRO3 without any effects on AXL or MER. We also confirmed that C-10 directly binds to TYRO3, but not the other receptors. In vivo, C-10 attenuated proteinuria, glomerular injury, and podocyte loss in mouse models of Adriamycin-induced nephropathy and a db/db model of type 2 diabetes. Moreover, these renoprotective effects of C-10 were lost in Tyro3-knockout mice, indicating that C-10 is a selective agonist of TYRO3 activity that mitigates podocyte injury and glomerular disease. Therefore, C-10, a TYRO3 agonist, could be potentially developed as a new therapy for glomerular disease.
    MeSH term(s) Mice ; Animals ; Humans ; Glomerulosclerosis, Focal Segmental/drug therapy ; Glomerulosclerosis, Focal Segmental/metabolism ; Diabetes Mellitus, Type 2/metabolism ; Kidney Glomerulus/metabolism ; Podocytes/metabolism ; Mice, Knockout ; Carrier Proteins/metabolism ; Disease Progression ; Receptor Protein-Tyrosine Kinases/metabolism
    Chemical Substances Carrier Proteins ; TYRO3 protein, human (EC 2.7.10.1) ; Receptor Protein-Tyrosine Kinases (EC 2.7.10.1)
    Language English
    Publishing date 2023-01-10
    Publishing country United States
    Document type Journal Article ; Research Support, N.I.H., Extramural ; Research Support, U.S. Gov't, Non-P.H.S.
    ISSN 2379-3708
    ISSN (online) 2379-3708
    DOI 10.1172/jci.insight.165207
    Database MEDical Literature Analysis and Retrieval System OnLINE

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  10. Article: HIV viral protein R induces loss of DCT1-type renal tubules.

    Latt, Khun Zaw / Yoshida, Teruhiko / Shrivastav, Shashi / Abedini, Amin / Reece, Jeff M / Sun, Zeguo / Lee, Hewang / Okamoto, Koji / Dagur, Pradeep / Heymann, Jurgen / Zhao, Yongmei / Chung, Joon-Yong / Hewitt, Stephen / Jose, Pedro A / Lee, Kyung / He, John Cijiang / Winkler, Cheryl A / Knepper, Mark A / Kino, Tomoshige /
    Rosenberg, Avi Z / Susztak, Katalin / Kopp, Jeffrey B

    bioRxiv : the preprint server for biology

    2023  

    Abstract: Hyponatremia and salt wasting is a common occurance in patients with HIV/AIDS, however, the understanding of its contributing factors is limited. HIV viral protein R (Vpr) contributes to HIV-associated nephropathy. To investigate the effects of Vpr on ... ...

    Abstract Hyponatremia and salt wasting is a common occurance in patients with HIV/AIDS, however, the understanding of its contributing factors is limited. HIV viral protein R (Vpr) contributes to HIV-associated nephropathy. To investigate the effects of Vpr on the expression level of the
    Language English
    Publishing date 2023-11-13
    Publishing country United States
    Document type Preprint
    DOI 10.1101/2023.02.02.526686
    Database MEDical Literature Analysis and Retrieval System OnLINE

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