Research on Fire-Detection Algorithm for Airplane Cargo Compartment Based on Typical Characteristic Parameters.

To clarify the reasons for inaccurate fire detection in aircraft cargo holds, this article depicts research from the perspective of a single type of sensor detection. In terms of fire smoke, we select dual-wavelength photoelectric smoke sensors for fire-data collection and a genetic algorithm to optimize the classification and detection of random forest fires. From the perspective of fire CO concentration, we use PSO-LSTM to train a CO concentration compensation model to reduce sensor measurement errors. Research is then conducted from the perspective of various types of sensor detection, using the improved BP-AdaBoost algorithm to train a fire-detection model and achieve the high-precision identification of complex environments and fire situations.

Convenient intelligent diagnosis for rotating machinery: An improved deep forest method based on feature reconstruction.

Due to the advantages of feature autoextraction and deep architecture, deep learning-based intelligent fault diagnosis has attracted increasing attention. However, a variety of complex hyper-parameter settings greatly limit its practical applications. Moreover, it is more critical and difficult to diagnose multiple mixed faults of rotating machinery under small training samples. To bridge these gaps, this paper proposes a convenient intelligent diagnostic method based on the improved deep forest, where a feature reconstruction algorithm is used to address the high computational cost and feature submergence caused by the long time series characteristics of vibration data. Comparison experiments with typical deep neural network-based methods are implemented, and the results validate the effectiveness and superiority of the proposed method, as well as the robustness of the hyper-parameters.

Apomictic Malus plants exhibit abnormal pollen development.

Apomixis is the asexual reproduction through seeds that leads to the production of genetically uniform progeny. It has become an important tool in plant breeding because it facilitates the retention of genotypes with desirable traits and allows seeds to be obtained directly from mother plants. Apomixis is rare in most economically important crops, but it occurs in some Malus species. Here, the apomictic characteristics of Malus were examined using four apomictic and two sexually reproducing Malus plants. Results from transcriptome analysis showed that plant hormone signal transduction was the main factor affecting apomictic reproductive development. Four of the apomictic Malus plants examined were triploid, and pollen was either absent or present in very low densities in the stamen. Variation in the presence of pollen was associated with variation in the apomictic percentage; specifically, pollen was absent in the stamens of tea crabapple plants with the highest apomictic percentage. Furthermore, pollen mother cells failed to progress normally into meiosis and pollen mitosis, a trait mostly observed in apomictic Malus plants. The expression levels of meiosis-related genes were upregulated in apomictic plants. Our findings indicate that our simple method of detecting pollen abortion could be used to identify apple plants that are capable of apomictic reproduction.

Screening of lactic acid bacteria strains with urate-lowering effect from fermented dairy products.

Hyperuricemia is a well-known cause of gout and also a risk factor for various comorbidities. Current agents like xanthine oxidase inhibitors prevent hyperuricemia, but usually induce severe side effects. Alternative strategies, such as novel dietary supplementations, are necessary for the management of hyperuricemia. Lactic acid bacteria (LAB) have been used in human diet for a long time with a good safety record. In this study, 345 LAB strains isolated from traditional fermented dairy products were tested for assimilating abilities of guanosine. Two LAB strains, Lacticaseibacillus rhamnosus 1155 (LR1155) and Limosilactobacillus fermentum 2644 (LF2644), showing great capacities of guanosine transformation and degradation were selected. Compared to LR1155, LF2644 showed a better effect with 100.00% transforming rate and 55.10% degrading rate. In an in vivo test, a hyperuricemic rat model was established and the results showed that administration of LR1155 (p < 0.01) or LF2644 (p < 0.01) prevented the rise of serum uric acid with more than 20% decrease when compared with the hyperuricemia rats. In addition, an increased fecal uric acid level was observed in LF2644 or LR1155 treated rats (LR1155-M p < 0.05, others p < 0.01). This study proved that LR1155 and LF2644 can be promising candidates of dietary supplements for prevention or improvement of hyperuricemia. PRACTICAL APPLICATION: The LAB strains tested in this study could be considered as good potential probiotic candidates for dietary supplements because of their urate-lowering effects, which provide a novel antihyperuricemic strategy with advantages of safety and sustainability.

B-box containing protein 1 from Malus domestica (MdBBX1) is involved in the abiotic stress response.

B-box proteins (BBXs), which act as transcription factors, mainly regulate photomorphogenesis. However, the molecular functions underlying the activity of plant BBXs in response to abiotic stress remain largely unclear. In this investigation, we found that a BBX from Malus domestica (MdBBX1) was involved in the response to various abiotic stresses. The expression of MdBBX1 was significantly upregulated in response to abiotic stresses and abscisic acid (ABA). Recombinant MdBBX1 increased stress tolerance in Escherichia coli cells. In addition, overexpression of MdBBX1 in Arabidopsis decreased sensitivity to exogenous ABA, resulting in a germination rate and root length that were greater and longer, respectively, than those of wild-type (WT) plants. Moreover, the expression of ABI5 was decreased in MdBBX1-overexpressing lines under ABA treatment. After salt and drought treatments, compared with the WT plants, the MdBBX1 transgenic plants displayed enhanced tolerance and had a higher survival rate. Furthermore, under salt stress, increased proline (PRO) contents, decreased levels of malondialdehyde (MDA), increased activity of antioxidant enzymes (superoxide dismutase (SOD), peroxidase (POD), catalase (CAT) and ascorbate peroxidase (APX)) and decreased accumulation of reactive oxygen species (ROS) were observed in the MdBBX1-overexpressing plants. Overall, our results provide evidence that MdBBX1 might play a critical role in the regulation of abiotic stress tolerance by reducing the generation of ROS.

Whole genome re-sequencing and transcriptome reveal an alteration in hormone signal transduction in a more-branching mutant of apple.

Branch number is an important trait in grafted apple breeding and cultivation. To provide new information on molecular mechanisms of apple branching, whole reduced-representation genomes and transcriptome of a wild-type (WT) apple (Malus spectabilis) and its more-branching (MB) mutant at the branching stage were examined in this study. Comparison of WT and MB genomes against the Malus domestica reference genome identified 14,908,939 single nucleotide polymorphisms (SNPs) and 173,315 insertions and deletions (InDels) in WT and 1,483,221 SNPs and 1,725,977 InDels in MB. Analysis of the genetic variation between MB and WT revealed 1,048,575 SNPs and 37,327 InDels. Among them, 24,303 SNPs and 891 InDels mapped to coding regions of 5,072 and 596 genes, respectively. GO and KEGG functional annotation of 3,846 and 944 genes, respectively, identified 32 variant genes related to plant hormone signal transduction that were involved in auxin, cytokinin, gibberellin, abscisic acid, ethylene, and brassinosteroid pathways. The transcriptome pathways of plant hormone signal transduction and zeatin biosynthesis were also significantly enriched during MB branching. Furthermore, transcriptome data suggested the regulatory roles of auxin signaling, increase of cytokinin and genes of cytokinin synthesis and signaling, and the suppressed abscisic acid signaling. Our findings suggest that branching development in apple is regulated by plant hormone signal transduction.

A loop-mediated isothermal amplification-enabled analytical assay for the detection of SARS-CoV-2: A review.

The number of words: 4645, the number of figures: 4, the number of tables: 1The outbreak of COVID-19 in December 2019 caused a global pandemic of acute respiratory disease, and with the increasing virulence of mutant strains and the number of confirmed cases, this has resulted in a tremendous threat to global public health. Therefore, an accurate diagnosis of COVID-19 is urgently needed for rapid control of SARS-CoV-2 transmission. As a new molecular biology technology, loop-mediated isothermal amplification (LAMP) has the advantages of convenient operation, speed, low cost and high sensitivity and specificity. In the past two years, rampant COVID-19 and the continuous variation in the virus strains have demanded higher requirements for the rapid detection of pathogens. Compared with conventional RT-PCR and real-time RT-PCR methods, genotyping RT-LAMP method and LAMP plus peptide nucleic acid (PNA) probe detection methods have been developed to correctly identified SARS-CoV-2 variants, which is also why LAMP technology has attracted much attention. LAMP detection technology combined with lateral flow assay, microfluidic technology and other sensing technologies can effectively enhance signals by nucleic acid amplification and help to give the resulting output in a faster, more convenient and user-friendly way. At present, LAMP plays an important role in the detection of SARS-CoV-2.

Identification and functional characterization of a new flavonoid synthase gene MdFLS1 from apple.

MAIN CONCLUSION: The flavonoid synthase gene MdFLS1 from apple, which possibly plays an important role in anthocyanin synthesis, accumulates in the purple-red branches of Malus 'Pink spire'. Flavonoid metabolism serves an important function in plant growth and development. In this study, we selected 20 varieties of apple lines, 10 green and ten red branches, from the plant nursery of Qingdao Agriculture Academy. Metabolite analysis revealed that large amounts of anthocyanins accumulated in the purple-red branches of M. 'Pink spire'. Real-time polymerase chain reaction showed that the expression of the flavonol synthase gene MdFLS1 was over 1500-fold higher in M. 'Pink spire' than in the other varieties. A single base A was inserted at the first three bases of the active binding site of MdFLS1 to prove that the purple-red colour of apple leaves and stems in M. 'Pink spire' may be caused by the inactivation of MdFLS1 protein. The results of in vitro enzymatic reaction revealed that the MdFLS1 protein lost its activity. MdFLS1 was expressed in Arabidopsis thaliana to explore further its functions. High-expression wild-type strains (OE1 and OE2) and high-expression strains of A-base insertion (A-OE1 and A-OE2) were obtained. Compared with the wild-type strains, the overexpression lines showed lighter tissue colour and less accumulation of anthocyanins. However, A-OE1 and A-OE2 showed no difference in colouration. In conclusion, we speculated that the MdFLS1 gene in M. 'Pink spire' cannot bind flavonoids, triggering the synthesis of anthocyanins in another branch of the flavonoid metabolic pathway and resulting in the purple-red colouration of apple leaves and stems. These results suggest that MdLS1 is a potential genetic target for breeding high-flavonoid apples in future cultivar development.

Role of Cytokinin, Strigolactone, and Auxin Export on Outgrowth of Axillary Buds in Apple.

Shoot branching is regulated by phytohormones, including cytokinin (CK), strigolactone (SL), and auxin in axillary buds. The correlative importance of these phytohormones in the outgrowth of apple axillary buds remains unclear. In this study, the outgrowth dynamics of axillary buds of a more-branching mutant (MB) and its wild-type (WT) of Malus spectabilis were assessed using exogenous chemical treatments, transcriptome analysis, paraffin section, and reverse transcription-quantitative PCR analysis (RT-qPCR). High contents of CK and abscisic acid coincided in MB axillary buds. Exogenous CK promoted axillary bud outgrowth in the WT but not in MB, whereas exogenous gibberellic had no significant effect on bud outgrowth in the WT. Functional analysis of transcriptome data and RT-qPCR analysis of gene transcripts revealed that MB branching were associated with CK signaling, auxin transport, and SL signaling. Transcription of the SL-related genes MsMAX1, MsD14, and MsMAX2 in the axillary buds of MB was generally upregulated during bud outgrowth, whereas MsBRC1/2 were generally downregulated both in WT and MB. Exogenous SL inhibited outgrowth of axillary buds in the WT and the apple varieties T337, M26, and Nagafu 2, whereas axillary buds of the MB were insensitive to SL treatment. Treatment with N-1-naphthylphalamic acid (NPA; an auxin transport inhibitor) inhibited bud outgrowth in plants of the WT and MB. The transcript abundance of MsPIN1 was generally decreased in response to NPA and SL treatments, and increased in CK and decapitation treatments, whereas no consistent pattern was observed for MsD14 and MsMAX2. Collectively, the present results suggest that in apple auxin transport from the axillary bud to the stem may be essential for the outgrowth of axillary buds, and at least, is involved in the process of bud outgrowth.

Genomewide analysis of homeobox gene family in apple (Malus domestica Borkh.) and their response to abiotic stress.

Homeobox proteins (HOXs) comprise a large family in eukaryotes and share a highly conserved DNA-binding motif, the homeodomain (HD). HOXs play an important role in the regulation of plant growth, development and stress response. However, systematic analysis and expression profiling of these genes have not been reported in Malus domestica. In this study, a total of 207 HOXs of M. domestica (MdHOXs) were identified and classified into 11 distinct subfamilies, and an unclassified group according to their functional domains. The MdHOXs were localized in all 17 chromosomes with various densities and a majority of them tended to formgene clusters. Analysis of the Ka/Ks ratios suggested that the duplicated genes of MdHOXs mainly underwent purifying selection with restrictive functional divergence after the duplication events. The expression of MdHOXs has organ specific characteristics and were divided into seven different groups. Stress-related cis-acting elements were prevalent in the upstream sequence of MdHOXs by systematic analysis. To explore the response to abiotic stress, eight MdHOXs were randomly selected to investigate their expression using quantitative real-time polymerase chain reaction. Transcription levels of MdHOXs were upregulated in the leaves and roots under cold, osmotic, high salinity or exogenous ABA treatments, which suggested that they may take part in the plant response to abiotic stress. These results provided basic information of HOXs in apple and will further contribute to the functional research of MdHOXs, especially the response to abiotic stress.

Complete Genome Sequence of Lactobacillus reuteri WHH1689, Isolated from Traditional Chinese Highland Barley Wine.

Here, we report the complete genome sequence of Lactobacillus reuteri WHH1689, which was isolated from traditional Chinese highland barley wine in the Tibetan Plateau of China. The genome consists of a circular chromosome (2.04 Mb).

Potential probiotic characterization of Lactobacillus reuteri from traditional Chinese highland barley wine and application for room-temperature-storage drinkable yogurt.

The aim of this study was to select probiotic strains that could be used in drinkable yogurt to yield viable cells following storage at room temperature (RT). The uniquely high altitude conditions in Tibet and the alcoholic environment of certain products, such as the highland barley wine homemade in Tibet, may induce unusual characteristics of microbial strains. A total of 27 lactic acid bacteria were isolated from homemade highland barley wines. One strain, Lactobacillus reuteri WHH1689, demonstrated no ability for lactose utilization, exhibited a high survival rate during storage at RT in drinkable yogurts, and produced very weak post-acidification. This strain showed great resistance to conditions simulating the gastrointestinal tract, including strong adherence to HT-29 cells and inhibitory activity against Escherichia coli, Shigella flexneri, Salmonella paratyphi ß, and Staphylococcus aureus. A dextran sulfate sodium (DSS)-induced mouse model was used to evaluate the in vivo influence of Lb. reuteri WHH1689 on the intestinal flora and showed that strain WHH1689 increased viable counts of bifidobacteria in feces of mice. The probiotic strain selected in this study-with its high survival at RT and lack of serious post-acidification problems-may provide significant improvements for dairy industry products by extending the storage time of dairy products with living cells.

[Research of Hippophae rhamnoides fruits on serum lipids and liver protection effects in high-fat-diet rats].

OBJECTIVE: To study the effects o Hippophae rhamnoides fruits on serum lipids and liver protection in high-fat-diet rats. METHODS: Wistar rats were divided into 5 groups,including control group, high lipid model group and Hippophae rhamnoides low-, medium- and high- dose groups,every group wastaken high-fat diet except control group. The rats in control group and high lipid group were lavaged with physiological saline. The doses of Hippophae rhamnoides in low, middle and high groups were determined based on the 1x, 5x, and 10x standard human doses (50 g/60 kg BW), respectively. The rat were orally given test sample respectively for 28 days, once a day. Observed the changes of serum lipids and hepatic tissues pathology. RESULTS: Compared with the control group, the serum levels of total cholesterol (TC), triglyceride (TG) and low density lipoprotein cholesterol (LDL-C) were increased significantly (P < 0.05) in high-fat-diet rats. Compared with the high lipid group, Hippophae rhamnoides of different doses could significantly reduce the content of TG (P < 0.01). Hippophae rhamnoides reduced the tendency of TC and LDL-C in serum and reduced the fatty degeneration of liver cells. CONCLUSION: The Hippophae rhamnoides fruits can reduce the level of serum lipids and prevent the occurrence of fatty liver, can be used for the prevention of hyperlipidemia.

Biotransformation of 20(S)-protopanaxatriol by Mucor racemosus and the anti-cancer activities of some products.

OBJECTIVE: To produce new derivatives of 20(S)-protopanaxatriol by fungal biotransformation. RESULT: Biotransformation of 20(S)-protopanaxatriol (1) by Mucor racemosus AS 3.205 afforded six products. Their structures were elucidated on the basis of extensive spectroscopic analyses. M. racemosus could selectively catalyze dehydrogenation at C-12 and further hydroxylation at C-7, C-11, and C-15, as well as rearrangement of double bond at C-26. Two of these new compounds exhibited potent inhibitory activity against SH-SY5Y and HepG2 cell lines. CONCLUSION: Biotransformation by M. racemosus AS 3.205 was an effective approach to produce new derivatives of 20(S)-protopanaxatriol.

Microbial transformation of 20(S)-protopanaxatriol by Mucor spinosus.

Microbial transformation of 20(S)-protopanaxatriol (1) by Mucor spinosus afforded two new and eight known metabolites. The structures of the metabolites were identified as 12-oxo-20(S)-protopanaxatriol (2), 23,24-en-25-methoxyl-20(S)-protopanaxatriol (3), 29-hydroxyl-20(S)-protopanaxatriol (4), 20(S),24(S)-epoxy-dammaran-3ß,6α,12ß,25-triol (5), 12-oxo-27-hydroxyl-20(S)-protopanaxatriol (6), 12-oxo-26-hydroxyl-20(S)-protopanaxatriol (7), 12-oxo-23ß-hydroxyl-20(S)-protopanaxatriol (8), 12-oxo-11ß-hydroxyl-20(S)-protopanaxatriol (9), 12-oxo-15α-hydroxyl-20(S)-protopanaxatriol (10), and 12-oxo-25,26-en-15α-hydroxyl-20(S)-protopanaxatriol (11). Among them, 3 and 11 are new compounds. The metabolites 3, 10 and 11 showed the more potent inhibitory effects against seven cell lines than the substrate.

Biotransformation of 20(S)-protopanaxadiol by Aspergillus niger AS 3.1858.

The biotransformation of 20(S)-protopanaxadiol (1) by Aspergillus niger AS 3.1858 was conducted. Seven metabolites 26-hydroxyl-20(S)-protopanaxadiol (2); 23, 24-en-25-hydroxyl-20(S)-protopanaxadiol (3); 25, 26-en-20(S)-protopanaxadiol (4); (E)-20, 22-en-25-hydroxyl-20(S)-protopanaxadiol (5); 25, 26-en-24(R)-hydroxyl-20(S)-protopanaxadiol (6); 25, 26-en-24(S)-hydroxyl-20(S)-protopanaxadiol (7); and 23, 24-en-25-ethoxyl-20(S)-protopanaxadiol (8) were afforded. Among them, 6, 7, and 8 are new compounds. The chemical structures of these metabolites were elucidated based on extensive spectral data including 2D NMR and HRMS. In addition, the cytotoxicity of substrate and all transformed products was evaluated by MTT assay using a panel of seven human tumor cell lines (Du-145, Hela, K562, K562/ADR, SH-SY5Y, HepG2, and MCF-7 cells) and one normal cell line Vero.

[Research of grape seed powder on serum lipids and hepatic protection effects in high-fat diet rats].

OBJECTIVE: To research of grape seed powder on serum lipids and hepatic protection effects in high-fat diet rats. METHODS: The rats were divided into five groups, every group wastaken high-fat diet except control group, the physiological saline was administered to the control group and the high-fat diet groups. The doses of grape seed power in low, middle and high groups were determined based on the 1x , 5x , and 10x standard human doses (20 mg/60 kg BW), respectively. The rats were orally given test sample respectively for 28 days, once a day. Observed the changes of erum lipids and live pathology. RESULTS: Compared to the control group, the serum levels of total cholesterol (TC), triglyceride (TG) and low density lipoprotein cholesterol (LDL-C) were increased significantly (P < 0.05) and HDL-C markedly decreased (P < 0.05) in high-fat diet group. The histological data with light microscopy demonstrated that the fatty degeneration in liver was significantly attenuated in grape seed powder rats as compared to high-fat diet group. CONCLUSION: The grape seed powder can reduce the level of serum lipids and prevent the occurrence of fatty liver.

[Effect of oviductus rana on alleviating physical fatigue in rats].

OBJECTIVE: To study the effects of oviductus rana on the alleviation of physical fatigue in rats and their mechanisms. METHODS: 64 Kunming male rats were divided into 4 groups by random: the control group and 3 oviductus rana groups, 16 mice in each group. Oviductus rana homogenates at 1, 5 and 10 times of dosage used for the adults (6 g/60 kg BW) were given by gavage for the low, medium and high dose oviductus rana groups for 21 days. The rats in the control group were given normal saline by gavage. A loaded swimming test was carried on 8 rats of each group at one hour after the last gavage. The other 8 rats in each group were swimming for 30 minutes and blood, liver and muscle samples were taken after resting for 30 minutes. Blood sugar, blood urea nitrogen and blood lactic acid, hepatic glycogen and muscle glycogen were examined. RESULTS: The swimming time insisted in the loaded swimming test in oviductus rana groups was higher than that in the control group (P < 0.05, P < 0.01); the content of blood urea nitrogen and lactic acid in the oviductus rana groups was dropped and lower than the control group (P < 0.05, P < 0.01); the content of blood sugar, hepatic glycogen and muscle glycogen was raised and higher than the control group (P < 0.05, P < 0.01). CONCLUSION: There is an effect of Oviducts Rana on alleviating physical fatigue in mice.