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1.
Cell ; 175(6): 1607-1619.e15, 2018 11 29.
Article in English | MEDLINE | ID: mdl-30500539

ABSTRACT

In the healthy adult liver, most hepatocytes proliferate minimally. However, upon physical or chemical injury to the liver, hepatocytes proliferate extensively in vivo under the direction of multiple extracellular cues, including Wnt and pro-inflammatory signals. Currently, liver organoids can be generated readily in vitro from bile-duct epithelial cells, but not hepatocytes. Here, we show that TNFα, an injury-induced inflammatory cytokine, promotes the expansion of hepatocytes in 3D culture and enables serial passaging and long-term culture for more than 6 months. Single-cell RNA sequencing reveals broad expression of hepatocyte markers. Strikingly, in vitro-expanded hepatocytes engrafted, and significantly repopulated, the injured livers of Fah-/- mice. We anticipate that tissue repair signals can be harnessed to promote the expansion of otherwise hard-to-culture cell-types, with broad implications.


Subject(s)
Antigens, Differentiation/biosynthesis , Cell Culture Techniques , Cell Proliferation/drug effects , Hepatocytes/metabolism , Spheroids, Cellular/metabolism , Tumor Necrosis Factor-alpha/pharmacology , Animals , Cell Line, Transformed , Hep G2 Cells , Hepatocytes/transplantation , Human Umbilical Vein Endothelial Cells , Humans , Liver/injuries , Liver/metabolism , Mice, Knockout , Spheroids, Cellular/transplantation , Time Factors
2.
Cell ; 174(3): 521-535.e13, 2018 07 26.
Article in English | MEDLINE | ID: mdl-30033363

ABSTRACT

Many human spinal cord injuries are anatomically incomplete but exhibit complete paralysis. It is unknown why spared axons fail to mediate functional recovery in these cases. To investigate this, we undertook a small-molecule screen in mice with staggered bilateral hemisections in which the lumbar spinal cord is deprived of all direct brain-derived innervation, but dormant relay circuits remain. We discovered that a KCC2 agonist restored stepping ability, which could be mimicked by selective expression of KCC2, or hyperpolarizing DREADDs, in the inhibitory interneurons between and around the staggered spinal lesions. Mechanistically, these treatments transformed this injury-induced dysfunctional spinal circuit to a functional state, facilitating the relay of brain-derived commands toward the lumbar spinal cord. Thus, our results identify spinal inhibitory interneurons as a roadblock limiting the integration of descending inputs into relay circuits after injury and suggest KCC2 agonists as promising treatments for promoting functional recovery after spinal cord injury.


Subject(s)
Spinal Cord Injuries/drug therapy , Symporters/agonists , Symporters/metabolism , Animals , Axons , Gene Expression Regulation/genetics , Interneurons/physiology , Male , Mice , Mice, Inbred C57BL , Nerve Regeneration/physiology , Neuronal Plasticity/genetics , Neurons/metabolism , Recovery of Function/genetics , Recovery of Function/physiology , Spinal Cord , Symporters/therapeutic use , K Cl- Cotransporters
3.
Cell ; 175(7): 1972-1988.e16, 2018 12 13.
Article in English | MEDLINE | ID: mdl-30550791

ABSTRACT

In vitro cancer cultures, including three-dimensional organoids, typically contain exclusively neoplastic epithelium but require artificial reconstitution to recapitulate the tumor microenvironment (TME). The co-culture of primary tumor epithelia with endogenous, syngeneic tumor-infiltrating lymphocytes (TILs) as a cohesive unit has been particularly elusive. Here, an air-liquid interface (ALI) method propagated patient-derived organoids (PDOs) from >100 human biopsies or mouse tumors in syngeneic immunocompetent hosts as tumor epithelia with native embedded immune cells (T, B, NK, macrophages). Robust droplet-based, single-cell simultaneous determination of gene expression and immune repertoire indicated that PDO TILs accurately preserved the original tumor T cell receptor (TCR) spectrum. Crucially, human and murine PDOs successfully modeled immune checkpoint blockade (ICB) with anti-PD-1- and/or anti-PD-L1 expanding and activating tumor antigen-specific TILs and eliciting tumor cytotoxicity. Organoid-based propagation of primary tumor epithelium en bloc with endogenous immune stroma should enable immuno-oncology investigations within the TME and facilitate personalized immunotherapy testing.


Subject(s)
Models, Immunological , Neoplasms, Experimental/immunology , Organoids/immunology , Receptors, Antigen, T-Cell/immunology , Tumor Microenvironment/immunology , Animals , B7-H1 Antigen/immunology , Coculture Techniques , Female , Humans , Immunotherapy , Male , Mice , Mice, Inbred BALB C , Neoplasm Proteins/immunology , Neoplasms, Experimental/pathology , Neoplasms, Experimental/therapy , Organoids/pathology
4.
Nature ; 624(7991): 403-414, 2023 Dec.
Article in English | MEDLINE | ID: mdl-38092914

ABSTRACT

The brain controls nearly all bodily functions via spinal projecting neurons (SPNs) that carry command signals from the brain to the spinal cord. However, a comprehensive molecular characterization of brain-wide SPNs is still lacking. Here we transcriptionally profiled a total of 65,002 SPNs, identified 76 region-specific SPN types, and mapped these types into a companion atlas of the whole mouse brain1. This taxonomy reveals a three-component organization of SPNs: (1) molecularly homogeneous excitatory SPNs from the cortex, red nucleus and cerebellum with somatotopic spinal terminations suitable for point-to-point communication; (2) heterogeneous populations in the reticular formation with broad spinal termination patterns, suitable for relaying commands related to the activities of the entire spinal cord; and (3) modulatory neurons expressing slow-acting neurotransmitters and/or neuropeptides in the hypothalamus, midbrain and reticular formation for 'gain setting' of brain-spinal signals. In addition, this atlas revealed a LIM homeobox transcription factor code that parcellates the reticulospinal neurons into five molecularly distinct and spatially segregated populations. Finally, we found transcriptional signatures of a subset of SPNs with large soma size and correlated these with fast-firing electrophysiological properties. Together, this study establishes a comprehensive taxonomy of brain-wide SPNs and provides insight into the functional organization of SPNs in mediating brain control of bodily functions.


Subject(s)
Brain , Gene Expression Profiling , Neural Pathways , Neurons , Spinal Cord , Animals , Mice , Hypothalamus , Neurons/metabolism , Neuropeptides , Spinal Cord/cytology , Spinal Cord/metabolism , Brain/cytology , Brain/metabolism , Neurotransmitter Agents , Mesencephalon/cytology , Reticular Formation/cytology , Electrophysiology , Cerebellum/cytology , Cerebral Cortex/cytology
6.
Nat Methods ; 21(2): 259-266, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38049696

ABSTRACT

Small extracellular vesicles (sEVs) are emerging as pivotal players in a wide range of physiological and pathological processes. However, a pressing challenge has been the lack of high-throughput techniques capable of unraveling the intricate heterogeneity of sEVs and decoding the underlying cellular behaviors governing sEV secretion. Here we leverage droplet-based single-cell RNA sequencing (scRNA-seq) and introduce an algorithm, SEVtras, to identify sEV-containing droplets and estimate the sEV secretion activity (ESAI) of individual cells. Through extensive validations on both simulated and real datasets, we demonstrate SEVtras' efficacy in capturing sEV-containing droplets and characterizing the secretion activity of specific cell types. By applying SEVtras to four tumor scRNA-seq datasets, we further illustrate that the ESAI can serve as a potent indicator of tumor progression, particularly in the early stages. With the increasing importance and availability of scRNA-seq datasets, SEVtras holds promise in offering valuable extracellular insights into the cell heterogeneity.


Subject(s)
Extracellular Vesicles , Neoplasms , Humans , Transcriptome , Algorithms
7.
Nature ; 587(7835): 613-618, 2020 11.
Article in English | MEDLINE | ID: mdl-33029008

ABSTRACT

Spinal cord injury in mammals is thought to trigger scar formation with little regeneration of axons1-4. Here we show that a crush injury to the spinal cord in neonatal mice leads to scar-free healing that permits the growth of long projecting axons through the lesion. Depletion of microglia in neonatal mice disrupts this healing process and stalls the regrowth of axons, suggesting that microglia are critical for orchestrating the injury response. Using single-cell RNA sequencing and functional analyses, we find that neonatal microglia are transiently activated and have at least two key roles in scar-free healing. First, they transiently secrete fibronectin and its binding proteins to form bridges of extracellular matrix that ligate the severed ends of the spinal cord. Second, neonatal-but not adult-microglia express several extracellular and intracellular peptidase inhibitors, as well as other molecules that are involved in resolving inflammation. We transplanted either neonatal microglia or adult microglia treated with peptidase inhibitors into spinal cord lesions of adult mice, and found that both types of microglia significantly improved healing and axon regrowth. Together, our results reveal the cellular and molecular basis of the nearly complete recovery of neonatal mice after spinal cord injury, and suggest strategies that could be used to facilitate scar-free healing in the adult mammalian nervous system.


Subject(s)
Microglia/physiology , Spinal Cord Injuries/therapy , Spinal Cord Regeneration , Spinal Cord/cytology , Spinal Cord/physiology , Animals , Animals, Newborn , Axons/drug effects , Axons/physiology , Cicatrix , Fibronectins/metabolism , Homeostasis , Mice , Microglia/drug effects , Protease Inhibitors/pharmacology , RNA-Seq , Single-Cell Analysis , Spinal Cord/pathology , Spinal Cord Injuries/pathology , Spinal Cord Regeneration/drug effects , Wound Healing/drug effects
8.
Nature ; 588(7839): 670-675, 2020 12.
Article in English | MEDLINE | ID: mdl-33238290

ABSTRACT

The distal lung contains terminal bronchioles and alveoli that facilitate gas exchange. Three-dimensional in vitro human distal lung culture systems would strongly facilitate the investigation of pathologies such as interstitial lung disease, cancer and coronavirus disease 2019 (COVID-19) pneumonia caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). Here we describe the development of a long-term feeder-free, chemically defined culture system for distal lung progenitors as organoids derived from single adult human alveolar epithelial type II (AT2) or KRT5+ basal cells. AT2 organoids were able to differentiate into AT1 cells, and basal cell organoids developed lumens lined with differentiated club and ciliated cells. Single-cell analysis of KRT5+ cells in basal organoids revealed a distinct population of ITGA6+ITGB4+ mitotic cells, whose offspring further segregated into a TNFRSF12Ahi subfraction that comprised about ten per cent of KRT5+ basal cells. This subpopulation formed clusters within terminal bronchioles and exhibited enriched clonogenic organoid growth activity. We created distal lung organoids with apical-out polarity to present ACE2 on the exposed external surface, facilitating infection of AT2 and basal cultures with SARS-CoV-2 and identifying club cells as a target population. This long-term, feeder-free culture of human distal lung organoids, coupled with single-cell analysis, identifies functional heterogeneity among basal cells and establishes a facile in vitro organoid model of human distal lung infections, including COVID-19-associated pneumonia.


Subject(s)
COVID-19/virology , Lung/cytology , Models, Biological , Organoids/cytology , Organoids/virology , SARS-CoV-2/physiology , Tissue Culture Techniques , Alveolar Epithelial Cells/cytology , Alveolar Epithelial Cells/metabolism , Alveolar Epithelial Cells/virology , COVID-19/metabolism , COVID-19/pathology , Cell Differentiation , Cell Division , Clone Cells/cytology , Clone Cells/metabolism , Clone Cells/virology , Humans , In Vitro Techniques , Influenza A Virus, H1N1 Subtype/growth & development , Influenza A Virus, H1N1 Subtype/physiology , Integrin alpha6/analysis , Integrin beta4/analysis , Keratin-5/analysis , Organoids/metabolism , Pneumonia, Viral/metabolism , Pneumonia, Viral/pathology , Pneumonia, Viral/virology , SARS-CoV-2/growth & development , Single-Cell Analysis , TWEAK Receptor/analysis
9.
Proc Natl Acad Sci U S A ; 120(28): e2302142120, 2023 07 11.
Article in English | MEDLINE | ID: mdl-37399399

ABSTRACT

Harnessing the programmable nature of DNA origami for controlling structural features in crystalline materials affords opportunities to bring crystal engineering to a remarkable level. However, the challenge of crystallizing a single type of DNA origami unit into varied structural outcomes remains, given the requirement for specific DNA designs for each targeted structure. Here, we show that crystals with distinct equilibrium phases and shapes can be realized using a single DNA origami morphology with an allosteric factor to modulate the binding coordination. As a result, origami crystals undergo phase transitions from a simple cubic lattice to a simple hexagonal (SH) lattice and eventually to a face-centered cubic (FCC) lattice. After selectively removing internal nanoparticles from DNA origami building blocks, the body-centered tetragonal and chalcopyrite lattice are derived from the SH and FCC lattices, respectively, revealing another phase transition involving crystal system conversions. The rich phase space was realized through the de novo synthesis of crystals under varying solution environments, followed by the individual characterizations of the resulting products. Such phase transitions can lead to associated transitions in the shape of the resulting products. Hexagonal prism crystals, crystals characterized by triangular facets, and twinned crystals are observed to form from SH and FCC systems, which have not previously been experimentally realized by DNA origami crystallization. These findings open a promising pathway toward accessing a rich phase space with a single type of building block and wielding other instructions as tools to develop crystalline materials with tunable properties.


Subject(s)
Metal Nanoparticles , Nanostructures , Metal Nanoparticles/chemistry , Magnesium , DNA/chemistry , Crystallization , Phase Transition , Nanotechnology , Nucleic Acid Conformation , Nanostructures/chemistry
10.
Brief Bioinform ; 25(1)2023 11 22.
Article in English | MEDLINE | ID: mdl-38018910

ABSTRACT

The biological function of proteins is determined not only by their static structures but also by the dynamic properties of their conformational ensembles. Numerous high-accuracy static structure prediction tools have been recently developed based on deep learning; however, there remains a lack of efficient and accurate methods for exploring protein dynamic conformations. Traditionally, studies concerning protein dynamics have relied on molecular dynamics (MD) simulations, which incur significant computational costs for all-atom precision and struggle to adequately sample conformational spaces with high energy barriers. To overcome these limitations, various enhanced sampling techniques have been developed to accelerate sampling in MD. Traditional enhanced sampling approaches like replica exchange molecular dynamics (REMD) and frontier expansion sampling (FEXS) often follow the MD simulation approach and still cost a lot of computational resources and time. Variational autoencoders (VAEs), as a classic deep generative model, are not restricted by potential energy landscapes and can explore conformational spaces more efficiently than traditional methods. However, VAEs often face challenges in generating reasonable conformations for complex proteins, especially intrinsically disordered proteins (IDPs), which limits their application as an enhanced sampling method. In this study, we presented a novel deep learning model (named Phanto-IDP) that utilizes a graph-based encoder to extract protein features and a transformer-based decoder combined with variational sampling to generate highly accurate protein backbones. Ten IDPs and four structured proteins were used to evaluate the sampling ability of Phanto-IDP. The results demonstrate that Phanto-IDP has high fidelity and diversity in the generated conformation ensembles, making it a suitable tool for enhancing the efficiency of MD simulation, generating broader protein conformational space and a continuous protein transition path.


Subject(s)
Intrinsically Disordered Proteins , Intrinsically Disordered Proteins/chemistry , Protein Conformation , Molecular Dynamics Simulation , Protein Domains
11.
Anal Chem ; 96(21): 8754-8762, 2024 May 28.
Article in English | MEDLINE | ID: mdl-38740024

ABSTRACT

Simultaneous profiling of redox-regulated markers at different cellular sublocations is of great significance for unraveling the upstream and downstream molecular mechanisms of oxidative stress in living cells. Herein, by synchronizing dual target-triggered DNA machineries in one nanoentity, we engineered a DNA walker-driven mass nanotag (MNT) assembly system (w-MNT-AS) that can be sequentially activated by oxidative stress-associated mucin 1 (MUC1) and apurinic/apyrimidinic endonuclease 1 (APE1) from plasma membrane to cytoplasm and induce recycled assembly of MNTs for multiplex detection of the two markers by matrix-assisted laser desorption ionization mass spectrometry (MALDI MS). In the working cascade, the sensing process governs the separate activation of w-MNT-AS by MUC1 and APE1 in diverse locations, while the assembly process contributes to the parallel amplification of the ion signal of the characteristic mass tags. In this manner, the differences between MCF-7, HeLa, HepG2, and L02 cells in membrane MUC1 expression and cytoplasmic APE1 activation were fully characterized. Furthermore, the oxidative stress level and dynamics caused by exogenous H2O2, doxorubicin, and simvastatin were comprehensively demonstrated by tracking the fate of the two markers across different cellular locations. The proposed w-MNT-AS coupled MS method provides an effective route to probe multiple functional molecules that lie at different locations while participating in the same cellular event, facilitating the mechanistic studies on cellular response to oxidative stress and other disease-related cellular processes.


Subject(s)
DNA-(Apurinic or Apyrimidinic Site) Lyase , DNA , Mucin-1 , Oxidative Stress , Humans , Mucin-1/metabolism , DNA/metabolism , DNA/chemistry , DNA-(Apurinic or Apyrimidinic Site) Lyase/metabolism , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Hydrogen Peroxide/metabolism
12.
Anal Chem ; 96(21): 8837-8843, 2024 May 28.
Article in English | MEDLINE | ID: mdl-38757510

ABSTRACT

Breast cancer poses the significance of early diagnosis and treatment. Here, we developed an innovative photoelectrochemical (PEC) immunosensor characterized by high-level dual photocurrent signals and exceptional sensitivity. The PEC sensor, denoted as MIL&Ag2S, was constructed by incorporating Ag2S into a metal-organic framework of MIL-101(Cr). This composite not only enhanced electron-hole separation and conductivity but also yielded robust and stable dual photocurrent signals. Through the implementation of signal switching, we achieved the combined detection of cancer antigen 15-3 (CA15-3) and carcinoembryonic antigen (CEA) with outstanding stability, reproducibility, and specificity. The results revealed a linear range for CEA detection spanning 0.01-32 ng/mL, with a remarkably low detection limit of 0.0023 ng/mL. Similarly, for CA15-3 detection, the linear range extended from 0.1 to 320 U/mL, with a low detection limit of 0.014 U/mL. The proposed strategy introduces new avenues for the development of highly efficient, cost-effective, and user-friendly PEC sensors. Furthermore, it holds promising prospects for early clinical diagnosis, contributing to potential breakthroughs in medical detection and ultimately improving patient outcomes.


Subject(s)
Biomarkers, Tumor , Breast Neoplasms , Carcinoembryonic Antigen , Electrochemical Techniques , Metal-Organic Frameworks , Mucin-1 , Silver Compounds , Metal-Organic Frameworks/chemistry , Humans , Breast Neoplasms/diagnosis , Carcinoembryonic Antigen/blood , Carcinoembryonic Antigen/analysis , Mucin-1/analysis , Mucin-1/blood , Biomarkers, Tumor/blood , Biomarkers, Tumor/analysis , Silver Compounds/chemistry , Immunoassay/methods , Biosensing Techniques , Female , Limit of Detection , Photochemical Processes , Antibodies, Immobilized/immunology , Antibodies, Immobilized/chemistry
13.
Small ; 20(6): e2306291, 2024 Feb.
Article in English | MEDLINE | ID: mdl-37775937

ABSTRACT

The traditional tris(bipyridine)ruthenium(II) complex suffers from the notorious aggregation-caused quenching effect, which greatly compromises its electrochemiluminescence (ECL) efficiency, thus hindering further applications in biosensing and clinical diagnosis. Here, the ultrathin tetraphenylethylene-active tris(bipyridine)ruthenium(II) derivative nanosheets (abbreviated as Ru-TPE NSs) are synthesized through a protein-assisted self-assembly strategy for ultrasensitive ECL detection of human telomerase RNA (hTR) for the first time. The synthesized Ru-TPE NSs exhibit the aggregation-induced enhanced ECL behavior and excellent water-dispersion. Surprisingly, up to a 106.5-fold increase in the ECL efficiency of Ru-TPE NSs is demonstrated compared with the dispersed molecules in an organic solution. The restriction of intramolecular motions is confirmed to be responsible for the significant ECL enhancement. Therefore, this proposed ECL biosensor shows high sensitivity and excellent selectivity for hTR based on Ru-TPE NSs as efficient ECL beacons and the catalytic hairpin assembly as signal amplification, whose detection limit is as low as 8.0 fm, which is far superior to the previously reported works. Here, a promising analytical method is provided for early clinical diagnosis and a new type of efficient ECL emitters with great application prospects is represented.


Subject(s)
Biosensing Techniques , Ruthenium , Telomerase , Humans , Electrochemical Techniques/methods , Luminescent Measurements/methods , RNA , Biosensing Techniques/methods
14.
Hepatology ; 77(3): 816-833, 2023 03 01.
Article in English | MEDLINE | ID: mdl-35753047

ABSTRACT

BACKGROUND AND AIMS: Chronic liver diseases are associated with the development of liver fibrosis. Without treatment, liver fibrosis commonly leads to cirrhosis and HCC. FGF12 is an intracrine factor belonging to the FGF superfamily, but its role in liver homeostasis is largely unknown. This study aimed to investigate the role of FGF12 in the regulation of liver fibrosis. APPROACH AND RESULTS: FGF12 was up-regulated in bile duct ligation (BDL)-induced and CCL 4 -induced liver fibrosis mouse models. Expression of FGF12 was specifically up-regulated in nonparenchymal liver cells, especially in hepatic macrophages. By constructing myeloid-specific FGF12 knockout mice, we found that deletion of FGF12 in macrophages protected against BDL-induced and CCL 4 -induced liver fibrosis. Further results revealed that FGF12 deletion dramatically decreased the population of lymphocyte antigen 6 complex locus C high macrophages in mouse fibrotic liver tissue and reduced the expression of proinflammatory cytokines and chemokines. Meanwhile, loss-of-function and gain-of-function approaches revealed that FGF12 promoted the proinflammatory activation of macrophages, thus inducing HSC activation mainly through the monocyte chemoattractant protein-1/chemokine (C-C motif) receptor 2 axis. Further experiments indicated that the regulation of macrophage activation by FGF12 was mainly mediated through the Janus kinase-signal transducer of activators of transcription pathway. Finally, the results revealed that FGF12 expression correlates with the severity of fibrosis across the spectrum of fibrogenesis in human liver samples. CONCLUSIONS: FGF12 promotes liver fibrosis progression. Therapeutic approaches to inhibit macrophage FGF12 may be used to combat liver fibrosis in the future.


Subject(s)
Carcinoma, Hepatocellular , Liver Neoplasms , Mice , Humans , Animals , Carcinoma, Hepatocellular/pathology , Liver Neoplasms/pathology , Liver Cirrhosis/pathology , Liver/pathology , Macrophages/metabolism , Mice, Knockout , Mice, Inbred C57BL , Hepatic Stellate Cells/metabolism , Fibroblast Growth Factors/metabolism
15.
Drug Metab Dispos ; 2024 Feb 13.
Article in English | MEDLINE | ID: mdl-38351044

ABSTRACT

ATP-binding cassette transporter subfamily G member 2 (ABCG2) is a membrane-bound transporter responsible for the efflux of various xenobiotics and endobiotics, including protoporphyrin IX (PPIX), an intermediate in the heme biosynthesis pathway. Certain genetic mutations and chemicals impair the conversion of PPIX to heme and/or increase PPIX production, leading to PPIX accumulation and toxicity. In mice, deficiency of ABCG2 protects against PPIX-mediated phototoxicity and hepatotoxicity by modulating PPIX distribution. In addition, in vitro studies revealed that ABCG2 inhibition increases the efficacy of PPIX-based photodynamic therapy by retaining PPIX inside target cells. In this review, we discuss the roles of ABCG2 in modulating the tissue distribution of PPIX, PPIX-mediated toxicity, and PPIX-based photodynamic therapy. Significance Statement This review summarized the roles of ABCG2 in modulating PPIX distribution and highlighted the therapeutic potential of ABCG2 inhibitors for the management of PPIX-mediated toxicity.

16.
FASEB J ; 37(9): e23135, 2023 09.
Article in English | MEDLINE | ID: mdl-37594910

ABSTRACT

Diabetes is a chronic disease characterized by perturbed glucose and lipid metabolism, resulting in high blood glucose levels. Many complications induced by endothelial dysfunction can cause disability and even death of diabetic patients. Here, we found that the protein level of casein kinase 2α (CK2α) was increased in the endothelium of mice with type I diabetes (T1D) induced by streptozotocin (STZ) injection. Although a potential correlation between the protein level of CK2α and endothelial dysfunction in diabetes was established, the contribution of CK2α to the progression of endothelial dysfunction in diabetes remained largely unknown. By using CX4945 (a selective CK2α antagonist) and Si-csnk2a1 (small interfering RNA targeting CK2α), we found that inhibition of CK2α accelerated skin wound healing in T1D mice by promoting proliferation of endothelial cells. Administration of CX4945 or Si-csnk2a1 rescued the impaired Hedgehog signaling pathway in high glucose-treated human umbilical vein endothelial cells (HUVECs). Exploration of the underlying molecular mechanism revealed that the protective effect of CK2α inhibition on angiogenesis, which contributes to skin wound healing in diabetic mice, was blocked by administration of GANT61 (an inhibitor targeting the Hedgehog signaling pathway). Our findings establish CK2α as a regulator of endothelial dysfunction in diabetes and demonstrate that inhibition of CK2α accelerates skin wound healing in T1D mice by promoting endothelial cell proliferation via the Hedgehog signaling pathway.


Subject(s)
Diabetes Mellitus, Experimental , Diabetes Mellitus, Type 1 , Humans , Animals , Mice , Hedgehog Proteins , Casein Kinase II , Cell Proliferation , Glucose/pharmacology , Human Umbilical Vein Endothelial Cells , Wound Healing
17.
Org Biomol Chem ; 22(12): 2443-2450, 2024 Mar 20.
Article in English | MEDLINE | ID: mdl-38416045

ABSTRACT

Medium-sized lactones are important structural units, but their synthesis remains a great challenge. Herein, we report I2/CF3CO2Ag-mediated iodolactonization of allenoic acids to synthesize various 6- to 9-membered ring vinylic iodolactones in 16-89% yield. This protocol not only develops a new cyclization strategy of allenoic acids, but also provides highly functionalized medium-sized lactones containing alkene and halogen groups.

18.
Environ Sci Technol ; 58(23): 10128-10139, 2024 Jun 11.
Article in English | MEDLINE | ID: mdl-38743597

ABSTRACT

Pervaporation (PV) is an effective membrane separation process for organic dehydration, recovery, and upgrading. However, it is crucial to improve membrane materials beyond the current permeability-selectivity trade-off. In this research, we introduce machine learning (ML) models to identify high-potential polymers, greatly improving the efficiency and reducing cost compared to conventional trial-and-error approach. We utilized the largest PV data set to date and incorporated polymer fingerprints and features, including membrane structure, operating conditions, and solute properties. Dimensionality reduction, missing data treatment, seed randomness, and data leakage management were employed to ensure model robustness. The optimized LightGBM models achieved RMSE of 0.447 and 0.360 for separation factor and total flux, respectively (logarithmic scale). Screening approximately 1 million hypothetical polymers with ML models resulted in identifying polymers with a predicted permeation separation index >30 and synthetic accessibility score <3.7 for acetic acid extraction. This study demonstrates the promise of ML to accelerate tailored membrane designs.


Subject(s)
Machine Learning , Polymers , Polymers/chemistry , Membranes, Artificial , Permeability
19.
Nature ; 561(7724): 547-550, 2018 09.
Article in English | MEDLINE | ID: mdl-30209395

ABSTRACT

Current models of somatosensory perception emphasize transmission from primary sensory neurons to the spinal cord and on to the brain1-4. Mental influence on perception is largely assumed to occur locally within the brain. Here we investigate whether sensory inflow through the spinal cord undergoes direct top-down control by the cortex. Although the corticospinal tract (CST) is traditionally viewed as a primary motor pathway5, a subset of corticospinal neurons (CSNs) originating in the primary and secondary somatosensory cortex directly innervate the spinal dorsal horn via CST axons. Either reduction in somatosensory CSN activity or transection of the CST in mice selectively impairs behavioural responses to light touch without altering responses to noxious stimuli. Moreover, such CSN manipulation greatly attenuates tactile allodynia in a model of peripheral neuropathic pain. Tactile stimulation activates somatosensory CSNs, and their corticospinal projections facilitate light-touch-evoked activity of cholecystokinin interneurons in the deep dorsal horn. This touch-driven feed-forward spinal-cortical-spinal sensitization loop is important for the recruitment of spinal nociceptive neurons under tactile allodynia. These results reveal direct cortical modulation of normal and pathological tactile sensory processing in the spinal cord and open up opportunities for new treatments for neuropathic pain.


Subject(s)
Neural Pathways/physiopathology , Neuralgia/physiopathology , Pyramidal Tracts/physiopathology , Touch/physiology , Animals , Axons , Cholecystokinin/metabolism , Female , Hindlimb/physiopathology , Hyperalgesia/pathology , Hyperalgesia/physiopathology , Interneurons/metabolism , Male , Mice , Neuralgia/pathology , Nociception/physiology , Pyramidal Tracts/pathology , Somatosensory Cortex/pathology , Somatosensory Cortex/physiopathology , Spinal Cord Dorsal Horn/pathology , Spinal Cord Dorsal Horn/physiopathology
20.
Chem Biodivers ; 21(6): e202400086, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38619074

ABSTRACT

The endoperoxide group of artemisinins is universally accepted an essential group for their anti-cancer effects. In this study, a series of D-ring-contracted artemisinin derivatives were constructed by combining ring-contracted artemisinin core with fragments of functional heterocyclic molecules or classical CDK4/6 inhibitors to identify more efficacious breast cancer treatment agents. Twenty-six novel hybridized molecules were synthesized and characterized by HRMS, IR, 1H-NMR and 13C NMR. In antiproliferative activities and kinase inhibitory effects assays, we found that the antiproliferative effects of B01 were close to those of the positive control Palbociclib, with GI50 values of 4.87±0.23 µM and 9.97±1.44 µM towards T47D cells and MDA-MB-436 cells respectively. In addition, the results showed that B01 was the most potent compound against CDK6/cyclin D3 kinase, with an IC50 value of 0.135±0.041 µM, and its activity was approximately 1/3 of the positive control Palbociclib.


Subject(s)
Antineoplastic Agents , Artemisinins , Breast Neoplasms , Cell Proliferation , Cyclin-Dependent Kinase 4 , Cyclin-Dependent Kinase 6 , Drug Screening Assays, Antitumor , Protein Kinase Inhibitors , Humans , Cyclin-Dependent Kinase 6/antagonists & inhibitors , Cyclin-Dependent Kinase 6/metabolism , Artemisinins/pharmacology , Artemisinins/chemistry , Artemisinins/chemical synthesis , Cyclin-Dependent Kinase 4/antagonists & inhibitors , Cyclin-Dependent Kinase 4/metabolism , Antineoplastic Agents/pharmacology , Antineoplastic Agents/chemical synthesis , Antineoplastic Agents/chemistry , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/chemical synthesis , Protein Kinase Inhibitors/chemistry , Cell Proliferation/drug effects , Breast Neoplasms/drug therapy , Breast Neoplasms/pathology , Breast Neoplasms/metabolism , Structure-Activity Relationship , Cell Line, Tumor , Molecular Structure , Female , Dose-Response Relationship, Drug , Molecular Docking Simulation
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