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1.
ChemSusChem ; 16(5): e202202019, 2023 Mar 08.
Article in English | MEDLINE | ID: mdl-36511949

ABSTRACT

The drastically increasing consumption of petroleum-derived plastics hasserious environmental impacts and raises public concerns. Poly(ethylene terephthalate) (PET) is amongst the most extensively produced synthetic polymers. Enzymatic hydrolysis of PET recently emerged as an enticing path for plastic degradation and recycling. In-lab directed evolution has revealed the great potential of PET hydrolases (PETases). However, the time-consuming and laborious PETase assays hinder the identification of effective variants in large mutant libraries. Herein, we devise and validate a dual fluorescence-based high-throughput screening (HTS) assay for a representative IsPETase. The two-round HTS of a pilot library consisting of 2850 IsPETase variants yields six mutant IsPETases with 1.3-4.9 folds improved activities. Compared to the currently used structure- or computational redesign-based PETase engineering, this HTS approach provides a new strategy for discovery of new beneficial mutation patterns of PETases.


Subject(s)
Hydrolases , Polyethylene Terephthalates , Hydrolases/metabolism , Polyethylene Terephthalates/metabolism , High-Throughput Screening Assays , Ethylenes , Plastics
2.
Chem Sci ; 13(22): 6655-6668, 2022 Jun 07.
Article in English | MEDLINE | ID: mdl-35756521

ABSTRACT

Transfer and active learning have the potential to accelerate the development of new chemical reactions, using prior data and new experiments to inform models that adapt to the target area of interest. This article shows how specifically tuned machine learning models, based on random forest classifiers, can expand the applicability of Pd-catalyzed cross-coupling reactions to types of nucleophiles unknown to the model. First, model transfer is shown to be effective when reaction mechanisms and substrates are closely related, even when models are trained on relatively small numbers of data points. Then, a model simplification scheme is tested and found to provide comparative predictivity on reactions of new nucleophiles that include unseen reagent combinations. Lastly, for a challenging target where model transfer only provides a modest benefit over random selection, an active transfer learning strategy is introduced to improve model predictions. Simple models, composed of a small number of decision trees with limited depths, are crucial for securing generalizability, interpretability, and performance of active transfer learning.

3.
Am J Transl Res ; 13(6): 5835-5850, 2021.
Article in English | MEDLINE | ID: mdl-34306329

ABSTRACT

The purpose of the current study is to clarify the epigenetic function of long non-coding RNA (lncRNA) H19 in lung cancer as well as the relevant regulatory mechanism. We first determined H19 upregulation in A549 cells. DNA damage model was established in A549 cells by exposure to X-ray and then ionizing radiation (IR). The degree of DNA damage in the IR cell model was assessed by Comet assay. Gain- and loss-of-function assays were employed to clarify the roles of H19 and miR-675 in DNA damage of A549 cells. The results demonstrated that H19 knockdown inhibited the response of lung cancer cells to IR-induced DNA damage but promoted the damage repair. H19 could interact with miR-675, whereby aggravating IR-induced DNA damage. Furthermore, p62 was identified to be a downstream gene positively regulated by miR-675 while APEX1 was a target gene negatively regulated by miR-625-5p. Meanwhile, silencing of H19 could inhibit APEX1 expression by upregulating miR-625-5p, thereby accelerating DNA damage repair in A549 cells. In conclusion, H19 could function as a modulator of DNA damage response in lung cancer cells.

4.
Biomaterials ; 230: 119602, 2020 02.
Article in English | MEDLINE | ID: mdl-31735448

ABSTRACT

Recent studies indicate that exogenous chemotherapy agents can cross the placenta barrier and cause fetal toxicity, while there exists barely alternative therapy for pregnant cancer patients. Here, we show a robust protective effect of layered double hydroxide (LDH) against etoposide (VP16) induced in vitro mouse embryonic stem cells (mESCs) toxicity and in vivo embryo developmental disorders. The nano-composite system (L-V) abrogated the original VP16 generated mitochondrial mediated mESCs toxicity totally, surprisingly maintained the pluripotency without leukemia inhibitory factor (LIF) and prevented the down-regulation of ectoderm marker expression during spontaneous embryoid bodies differentiation. Fetal growth retardation, the related placenta and skeletal structural abnormalities and long-term toxicity in the offspring were generated when pregnant mice exposed to VP16, while these detrimental effects were abolished when substituted with L-V. The different uterine drug accumulation of VP16 and L-V contributed to partly cause for the functional variation. And further transcriptome analysis confirmed developmental related BMP4-SMAD6 signaling pathway is of crucial importance. Our study revealed the devastating effects of VP16 on embryonic development and the toxicity-relieve method using nano-carrier system, which will provide important guidance for clinical application of LDH as alternative therapeutic system with minimal side effects for pregnant women diagnosed with cancer.


Subject(s)
Antineoplastic Agents , Hydroxides , Pharmaceutical Preparations , Signal Transduction , Animals , Antineoplastic Agents/toxicity , Cell Differentiation , Embryo, Mammalian/drug effects , Etoposide , Female , Humans , Mice , Pregnancy , Signal Transduction/drug effects
5.
Fitoterapia ; 130: 48-53, 2018 Oct.
Article in English | MEDLINE | ID: mdl-30114468

ABSTRACT

Four novel and potently bioactive Amaryllidaceae alkaloids, 4,8-dimethoxy-cripowellin C (1), 4,8-dimethoxy-cripowellin D (2), 9-methoxy-cripowellin B (3), and 4-methoxy-8-hydroxy-cripowellin B (4), together with one known alkaloid, cripowellin C (5) were isolated from the 95% EtOH extract of the bulbs of Crinum latifolium. Structural elucidation of all the compounds were performed by spectral methods such as 1D and 2D (1H-1H COSY, HMQC, and HMBC) NMR as well as spectroscopy high resolution mass spectrometry. All isolates were in vitro evaluated for their cytotoxic activity against seven lung cancer cell lines, in addition to antimicrobial activity for eight bacteria, scavenging potential using ABTS·+ and DPPH test, and anti-inflammatory activity for Cox-1 and Cox-2 which had not previously been tested for crinane-type alkaloids with the cleavage between C-1 and C-13. Consequently, alkaloids 1-5 exhibited potent cytotoxicity against all of seven tested tumor cell lines with (IC50 < 30 nM). Alkaloids 3 and 4 displayed the significant antimicrobial activity with IC50 values <0.50 mM and antioxidant activity in the ABTS·+ and DPPH test. Additionally, Alkaloids 1-5 exhibited comparable inhibition of Cox-1 (>64%) and Cox-2 (>90%) with positive control.


Subject(s)
Alkaloids/isolation & purification , Alkaloids/pharmacology , Crinum/chemistry , Anti-Infective Agents/isolation & purification , Anti-Infective Agents/pharmacology , Anti-Inflammatory Agents/isolation & purification , Anti-Inflammatory Agents/pharmacology , Antineoplastic Agents, Phytogenic/isolation & purification , Antineoplastic Agents, Phytogenic/pharmacology , Antioxidants/isolation & purification , Antioxidants/pharmacology , Cell Line, Tumor , China , Humans , Molecular Structure , Phytochemicals/isolation & purification , Phytochemicals/pharmacology , Plant Roots/chemistry
6.
Nanoscale ; 10(27): 13106-13121, 2018 Jul 13.
Article in English | MEDLINE | ID: mdl-29961791

ABSTRACT

Glioblastoma (GBM) is the most malignant and lethal glioma in human brain tumors and contains self-renewing, tumorigenic glioma stem cells (GSCs) that contribute to tumor initiation, therapeutic resistance and further recurrence. In this study, we combined in vitro cellular efficacy with in vivo antitumor performance to evaluate the outcome of an etoposide (VP16) loaded layered double hydroxide (LDH) nanocomposite (L-V) on human GSCs. The effects on GSC proliferation and apoptosis showed that loading with LDH could significantly sensitize GSCs to VP16 and enhance the GSC elimination. Further qPCR and western blot assays demonstrated that L-V could effectively attenuate GSC related pluripotency gene expression and reduce the cancer stemness. An in vivo GSC xenograft mice model showed that L-V can overcome drug resistance, eradicate GSCs, sharply decrease the stemness and reverse the epithelial-mesenchymal transition (EMT). RNA-seq analysis elucidated that L-V plays a vital role by down-regulating the PI3K/AKt/mTOR expression and activating the Wnt/GSK3ß/ß-catenin signaling pathway, hence leading to GSC stemness loss and greatly enhancing the GSC targeting effect. Taken together, this study demonstrated the outstanding performance of L-V reversing the drug resistance of GSCs, thus providing a novel strategy for clinical translation application of nanomedicine in malignant glioma chemotherapy.


Subject(s)
Drug Carriers/chemistry , Drug Resistance, Neoplasm , Etoposide/administration & dosage , Glioblastoma/drug therapy , Hydroxides/chemistry , Nanoparticles/chemistry , Animals , Brain Neoplasms/drug therapy , Cell Line, Tumor , Cell Proliferation , Humans , Mice , Neoplastic Stem Cells/drug effects , Phosphatidylinositol 3-Kinases , Xenograft Model Antitumor Assays
7.
Article in English | MEDLINE | ID: mdl-30002305

ABSTRACT

Background Rapid economic and social development in China has resulted in severe air pollution and consequent adverse impacts on society. The health effects of air pollution have been widely studied. Methods Using information from the China Health and Retirement Longitudinal Study (CHARLS) database, we established a hierarchical linear model combining pollution and socioeconomic and psychosocial variables to examine the effects of air pollution on public health in China. Local air pollution was characterized in multiple dimensions. Results The relationship of health to its determinants greatly differed between Eastern and Central/Western China. Higher education, higher income level, better life satisfaction, and long-term marriage were significantly associated with better health status among Chinese. In addition, regional healthcare resources were positively associated with the health of residents. As indicated by the hierarchical model with health as dependent variable, in Central/Western China, longest duration of good air quality in spring/summer was positively associated with health (estimated coefficient = 0.067, standard error = 0.026), while the mean Air Quality Index (AQI) in autumn/winter was inversely associated with health (estimated coefficient = -0.082, standard error = 0.031). Good air quality in the current study is defined as daily average AQI less than 35. Conclusions Duration (in days) of acceptable air quality was particularly important for improving public health. Future policies should target increased duration of good air quality while managing air pollution by controlling or decreasing severe air pollution.


Subject(s)
Air Pollution/adverse effects , Aged , Air Pollution/analysis , China , Female , Humans , Longitudinal Studies , Male , Middle Aged , Public Health , Seasons
8.
Proc Math Phys Eng Sci ; 473(2205): 20170457, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28989318

ABSTRACT

The official air-quality statistic reported that Beijing had a 9.9% decline in the annual concentration of PM2.5 in 2016. While this statistic offered some relief for the inhabitants of the capital, we present several analyses based on Beijing's PM2.5 data of the past 4 years at 36 monitoring sites along with meteorological data of the past 7 years. The analyses reveal the air pollution situation in 2016 was not as rosy as the 9.9% decline would convey, and improvement if any was rather uncertain. The paper also provides an assessment on the city's PM2.5 situation in the past 4 years.

9.
Oncol Rep ; 31(2): 812-8, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24297051

ABSTRACT

We previously showed that Slit2 was highly expressed in gastric cancer tissues that exhibit less advanced clinicopathological features, suggesting a tumor suppressor role for Slit2. In the present study, we investigated the effects of Slit2 knockdown on gastric cancer cells. Slit2-specific shRNAs were used to generate Slit2-knockdown SGC-7901 gastric cancer cells. Cell proliferation assay, Annexin V/PI double staining and cell cycle analysis were used to investigate the role of Slit2 knockdown in cell growth. Wound-healing and in vitro migration/invasion assays were performed. Subcutaneous tumor formation and peritoneal spreading in nude mice were employed to examine the in vivo effects of Slit2 knockdown. Cell signaling changes induced by Slit2 knockdown were analyzed by immunoblotting. Slit2 knockdown increased gastric cancer cell growth in monolayer and soft agar/Matrigel 3D culture. Slit2 knockdown inhibited apoptosis but did not alter cell cycle progression. Slit2-knockdown cells formed larger tumors and produced more peritoneal metastatic nodules in nude mice. Slit2 knockdown increased AKT phosphorylation, activated anti-apoptotic signaling, suppressed GSK3ß activity and induced ß-catenin activation. Blocking the effects of PI3K/AKT using pharmacological inhibitors abolished the ability of Slit2 knockdown to induce apoptosis resistance and cell migration/invasion. These results indicate that Slit2 knockdown promotes gastric cancer growth and metastasis through activation of the AKT/ß­catenin-mediated signaling pathway.


Subject(s)
Intercellular Signaling Peptides and Proteins/genetics , Nerve Tissue Proteins/genetics , Proto-Oncogene Proteins c-akt/metabolism , Stomach Neoplasms/genetics , beta Catenin/metabolism , Animals , Apoptosis/genetics , Cell Cycle/genetics , Cell Line, Tumor , Cell Movement/genetics , Cell Proliferation , Cell Transformation, Neoplastic/genetics , Enzyme Activation , Glycogen Synthase Kinase 3/antagonists & inhibitors , Glycogen Synthase Kinase 3/genetics , Glycogen Synthase Kinase 3 beta , Humans , Male , Mice , Mice, Inbred BALB C , Mice, Nude , Neoplasm Invasiveness/genetics , Neoplasm Transplantation , Phosphoinositide-3 Kinase Inhibitors , Phosphorylation/genetics , Proto-Oncogene Proteins c-akt/antagonists & inhibitors , Proto-Oncogene Proteins c-akt/genetics , RNA Interference , RNA, Small Interfering , Signal Transduction/genetics , Transplantation, Heterologous , beta Catenin/genetics
10.
Oncol Rep ; 30(4): 1883-9, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23933755

ABSTRACT

Gastric cancer is the fourth most common cancer worldwide. Several signaling pathways are involved in gastric cancer development and progression. Slit2 was recently found to be involved in cancer; however, its expression pattern in gastric cancer has not been discovered yet. In the present study, we investigated the expression of Slit2 in human gastric cancer and its correlation with the expression and subcellular localization of ß-catenin. Immunohistochemistry (IHC) staining revealed that Slit2 was highly expressed in human gastric cancer tissues, while it was low or weakly expressed in normal gastric tissues. The differences in clinicopathological features between different groups were determined using Pearson's χ2 test. Slit2 levels were significantly associated with differentiation, Lauren's classification, lymph node metastasis and TNM staging. Slit2 levels were positively correlated with ß-catenin level in gastric cancer tissues and cell lines. High levels of Slit2 were correlated with the membrane localization of ß-catenin, and low levels of Slit2 were correlated with nuclear translocation of ß-catenin in both gastric cancer tissues and cell lines assayed by IHC and immunofluorescence staining, respectively. Our data suggest that Slit2 was highly expressed in gastric cancer patients with less advanced clinicopathological features. Slit2 levels were correlated with ß-catenin level and subcellular localization.


Subject(s)
Intercellular Signaling Peptides and Proteins/metabolism , Nerve Tissue Proteins/metabolism , Stomach Neoplasms/metabolism , beta Catenin/metabolism , Active Transport, Cell Nucleus , Adult , Aged , Aged, 80 and over , Cell Adhesion , Cell Line, Tumor , Female , Gene Expression Regulation, Neoplastic , Humans , Lymphatic Metastasis/pathology , Male , Membrane Proteins/metabolism , Middle Aged , Neoplasm Staging , Stomach Neoplasms/pathology , Wnt Signaling Pathway
11.
Can J Physiol Pharmacol ; 90(12): 1576-84, 2012 Dec.
Article in English | MEDLINE | ID: mdl-23210436

ABSTRACT

We investigated the effects of arsenic trioxide (As(2)O(3)) as a possible approach for preventing airway remodeling in a murine model of bronchial asthma induced by ovalbumin (OVA) challenge. Forty Balb/c mice were randomly assigned to 1 of 4 groups (10 mice/group) as follows: controls (challenged with sterile saline inhalation only); OVA-challenged, no treatment; OVA-challenged, treated with dexamethasone; and OVA-challenged, treated with As(2)O(3). All mice were sensitized by intraperitoneal injection with 10% OVA at 2 weeks prior to saline or OVA inhalation challenge. Challenges were for 8 weeks. After OVA challenge, typical asthma-like morphology changes in the bronchi and lung tissues were observed by hematoxylin-eosin staining and pulmonary function indices were reduced compared with controls. Changes in pulmonary indices and lung tissues were similar in the dexamethasone and As(2)O(3) groups and were in between those of the untreated and control groups. Compared with the untreated group, transforming growth factor ß1, vascular endothelial growth factor, and matrix metalloproteinase-9 protein levels and mRNA expression were decreased in lung tissues of the dexamethasone and As(2)O(3) groups. Our results suggest that steroids and As(2)O(3) can inhibit airway remodeling in chronic asthma by mechanisms related to inhibiting the expression of the 3 aforementioned mediators.


Subject(s)
Airway Remodeling/drug effects , Arsenicals/pharmacology , Asthma/drug therapy , Bronchi/drug effects , Lung/drug effects , Oxides/pharmacology , Airway Remodeling/genetics , Animals , Arsenic Trioxide , Asthma/genetics , Asthma/metabolism , Asthma/pathology , Bronchi/metabolism , Bronchi/pathology , Dexamethasone/pharmacology , Female , Lung/metabolism , Lung/pathology , Matrix Metalloproteinase 9/genetics , Matrix Metalloproteinase 9/metabolism , Mice , Mice, Inbred BALB C , Ovalbumin/pharmacology , Random Allocation , Respiratory Function Tests/methods , Transforming Growth Factor beta1/genetics , Transforming Growth Factor beta1/metabolism , Vascular Endothelial Growth Factor A/genetics , Vascular Endothelial Growth Factor A/metabolism
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