Detecting tea tree pests in complex backgrounds using a hybrid architecture guided by transformers and multi-scale attention mechanism.

BACKGROUND: Tea pests pose a significant threat to tea leaf yield and quality, necessitating fast and accurate detection methods to improve pest control efficiency and reduce economic losses for tea farmers. However, in real tea gardens, some tea pests are small in size and easily camouflaged by complex backgrounds, making it challenging for farmers to promptly and accurately identify them. RESULTS: To address this issue, we propose a real-time detection method based on TP-YOLOX for monitoring tea pests in complex backgrounds. Our approach incorporates the CSBLayer module, which combines convolution and multi-head self-attention mechanisms, to capture global contextual information from images and expand the network's perception field. Additionally, we integrate an efficient multi-scale attention module to enhance the model's ability to perceive fine details in small targets. To expedite model convergence and improve the precision of target localization, we employ the SIOU loss function as the bounding box regression function. Experimental results demonstrate that TP-YOLOX achieves a significant performance improvement with a relatively small additional computational cost (0.98 floating-point operations), resulting in a 4.50% increase in mean average precision (mAP) compared to the original YOLOX-s. When compared with existing object detection algorithms, TP-YOLOX outperforms them in terms of mAP performance. Moreover, the proposed method achieves a frame rate of 82.66 frames per second, meeting real-time requirements. CONCLUSION: TP-YOLOX emerges as a proficient solution, capable of accurately and swiftly identifying tea pests amidst the complex backgrounds of tea gardens. This contribution not only offers valuable insights for tea pest monitoring but also serves as a reference for achieving precise pest control. © 2023 Society of Chemical Industry.

Synthesis and activity evaluation of tilorone analogs as potential anticancer agents.

Tilorone is an interferon inducer with anticancer activity. Twenty-two novel tilorone analogs were synthesized by improvements of fluorenone skeleton, side chains and amino groups to screen new anticancer agents. In vitro evaluation showed that ten new compounds had better anticancer activities than tilorone. Among them, 2c (IC50 < 7 µM against cancer cell lines and IC50 > 35 µM against non-cancer cell lines) and 5d (IC50 < 10 µM against cancer cell lines and IC50 > 53 µM against non-cancer cell lines) exhibited the best anticancer activities and selectivities. Pharmacophore modeling of highly active compounds was carried out by Molecular Operating Environment (MOE) to generate a visualized model for compound design in future study.

Chemical composition and antioxidant activity of the essential oil of endemic Viola tianshanica.

The composition and in vitro antioxidant activities of the essential oil and methanol extract of the aerial parts of Viola tianshanica were evaluated in this research. GC-MS analysis of the essential oil resulted in the identification of 15 constituents, representing 89.67% of the oil. The major compounds detected in the essential oil were dibutyl phthalate (15.19%), hexadecanoate methyl (8.65%), n-hexadecanoic acid (3.07%) and 2,3-pentanedione (2.62%). Essential oil and methanol extract were tested for their antioxidant activities using 1,1-diphenyl-2-picryl-hydrazyl free radical scavenging and ß-carotene linoleic acid assay. In addition, the total phenol of essential oil, polar subfraction and non-polar subfraction were determined.

Novel indole C-glycosides from Isatis indigotica and their potential cytotoxic activity.

Two novel indole C-glycosides, which were the first reported alkaloids C-glycosides from Isatis indigotica, together with five known alkaloids were isolated. The novel alkaloids were elucidated to be indole-3-acetonitrile-4-methoxy-2-C-ß-D-glucopyranoside (1) and N-methoxy-indole-3-acetonitrile-2-C-ß-D-glucopyranoside (2) on the basis of spectroscopic analysis. 1 exhibited significant cytotoxic activities against human myeloid leukemia HL-60 and human liver cancer HepG2 cells with the IC(50) of 1.3 ± 0.1 and 2.1 ± 0.3 µM, respectively. 2 showed potential cytotoxic activities against HL-60 and human myeloid leukemia Mata cells with the IC(50) of 5.1 ± 0.4 and 12.1 ± 0.8 µM, respectively.

Aesculetin-induced apoptosis through a ROS-mediated mitochondrial dysfunction pathway in human cervical cancer cells.

Aesculetin (1) is an important coumarin found in various plant materials. It has been shown to have antiproliferative effects on several types of human cancer cells, but its effect on cervical cancer cells in vitro is unknown. In this study, we investigated that the cytotoxic effect of 1 on a non-cancer cell line (293) was smaller than on a tumor cell line (HeLa). This is the first report showing the possible mechanism of antiproliferative effect of 1 for the prevention of cervical cancer in cell culture models. It was found that 1 inhibited cell viability by inducing apoptosis, as evidenced by the formation of apoptotic bodies, generation of reactive oxygen species (ROS), and the accumulation of cells in the sub-G1 phase. Treatment with compound 1 decreased the cell growth in a dose-dependent manner with an IC(50) value of 37.8 microM. Aesculetin-induced apoptosis was correlated with mitochondrial dysfunction (DeltaPsi(m)), leading to the release of cytochrome c from the mitochondria to the cytosol, as well as the proteolytic activation of caspases in HeLa cells. These results indicate that 1 induces apoptosis in HeLa cells through a ROS-mediated mitochondrial dysfunction pathway.

Synthesis and potential anticonvulsant activity of new N-3-substituted 5,5-cyclopropanespirohydantoins.

Thirteen new 5-cyclopropanespirohydantoins with various N-3 substituents were synthesized and their pharmacological activity was determined with the objective to better understand their structure-activity relationship (SAR) for anticonvulsant activity. The anticonvulsant effects of these compounds were evaluated by maximal electroshock seizure (MES) test and subcutaneous pentylenetetrazole (scPTZ) test models in mice. All compounds substituted with cyclopropyl group at fifth position of hydantoin ring showed better protection against MES test. Compounds 5b, 5d, 5e, 5g and 5j were found to be the most potent compounds of this series and compared with the reference drug phenytoin sodium in MES test. Compound 5j also showed equipotent activity with the standard drug sodium valproate at the doses of 20 and 40 mg kg(-1) in scPTZ test.

Antitumor activity of chloroform fraction of Scutellaria barbata and its active constituents.

Scutellaria barbata (SB) is widely used as an antitumor agent in China, but the antitumor components of SB are still unclear. The antitumor activity of various fractions of an ethanol extract of SB was studied in six human malignant cell lines. Bio-based assays showed that non-polar and low-polar solvent fractions of SB had dose-dependent cytotoxicities on six cancer cell lines. The IC(50) values of these fractions on the cancer cell lines tested ranged from 16 to 70 microg/mL after 48 h of treatment. Among them, the chloroform fraction (CE-SB) had the strongest cytotoxicity on cancer cell lines with a lower cytotoxic effect on a normal liver cell line. Bel-7402 cell apoptosis induced by CE-SB was examined using Hoechst 33258 staining, agarose gel electrophoresis and flow cytometry. CE-SB dose-dependently decreased the S phase content. Treatment with CE-SB caused cytochrome c release and activation of caspase-9. The antitumor activity of CE-SB in vivo was also evaluated. At 60 mg/kg/day, CE-SB significantly inhibited the solid tumor proliferation and increased the life span of ascites tumor bearing mice (p < 0.01). CE-SB was subjected to bioassay-guided isolation of the active compounds by chromatography on silica gel and Sephadex LH-20. Phytol, wogonin, luteolin and hispidulin were obtained as cytotoxic constituents.

Cytotoxic withanolides from the flowers of Datura metel.

Chemical investigation of a methanol extract of the flowers of Datura metel has led to the isolation of 10 new withanolides, withametelins I-P (1-8), 1,10-seco-withametelin B (9), and 12beta-hydroxy-1,10-seco-withametelin B (10), together with seven known withanolides. The structures of 1-10 were elucidated by means of spectroscopic methods, and the absolute stereochemistry of 1 was confirmed by single-crystal X-ray analysis. Compounds 1, 3, 4, and 6 exhibited cytotoxic activities against A549 (lung), BGC-823 (gastric), and K562 (leukemia) cancer cell lines, with IC50 values ranging from 0.05 to 3.5 microM.

Apoptosis of Hela cells induced by extract from Cremanthodium humile.

Cremanthodium humile (C. humile) is a traditional herbal medicine for treatment of inflammation. Based on initial screening results, the purpose of this study was to evaluate the cytotoxic effect on four human cancer cell lines and one non-cancer cell line (293), then to determine the possible mechanisms of cell death elicited by the extract of C. humile on Hela cells. We have found the ether extract of C. humile (CH-EE) strongly decreased the survival rate of the four human tumor cell lines: Hela, A549, HepG2 and SW480. The cytotoxic effect of CH-EE on 293 was smaller than on tumor cell lines. Flow cytometry assays and nuclear staining showed that CH-EE induced apoptosis in Hela cells. This process was accompanied by the collapse of mitochondrial membrane potential, the release of cytochrome c and the activation of caspase-3/7 and -9. Furthermore, CH-EE generated reactive oxygen species (ROS) in Hela cells. These results indicate that CH-EE induces apoptosis in Hela cells through a ROS-mediated mitochondrial dysfunction pathway.