Comparative Proteomics Elucidates the Potential Mechanism of Sperm Capacitation of Chinese Mitten Crabs (Eriocheir sinensis).

Sperm capacitation is broadly defined as a suite of biochemical and biophysical changes resulting from the acquisition of fertilization ability. To gain insights into the regulation mechanism of crustacean sperm capacitation, 4D label-free quantitative proteomics was first applied to analyze the changes of sperm in Eriocheir sinensis under three sequential physiological conditions: seminal vesicles (X2), hatched with the seminal receptacle content (X3), and incubated with egg water (X5). In total, 1536 proteins were identified, among which 880 proteins were quantified, with 82 and 224 proteins significantly altered after incubation with the seminal receptacle contents and egg water. Most differentially expressed proteins were attributed to biological processes by Gene Ontology annotation analysis. As the fundamental bioenergetic metabolism of sperm, the oxidative phosphorylation, glycolysis, and the pentose phosphate pathway presented significant changes under the treatment of seminal receptacle contents, indicating intensive regulation for sperm in the seminal receptacle. Additionally, the seminal receptacle contents also significantly increased the oxidation level of sperm, whereas the enhancement of abundance in superoxide dismutase, peroxiredoxin 1, and glutathione S-transferase after incubation with egg water significantly improved the resistance against oxidation. These results provided a new perspective for reproduction studies in crustaceans.

A pattern recognition receptor interleukin-1 receptor is involved in reproductive immunity in Macrobrachium nipponense ovary.

The family of TIR domain-containing receptors includes numerous proteins involved in innate immunity. In this study, a member of this family was characterized from the ovary of the oriental river prawn Macrobrachium nipponense and identified as interleukin-1 receptor (MnIL-1R). Meanwhile, to elucidate the conservation of IL-1R, its orthologous were identified in several crustacean species as well. In addition, the expression pattern of MnIL-1R in various adult tissues and post different pathogen-associated molecular patterns (PAMPs) challenge in ovary was analyzed with qRT-PCR technology. Finally, the roles of MnIL-1R in the ovary were analyzed by RNAi technology. The main results are as follows: (1) MnIL-1R comprises a 1785 bp ORF encoding 594 amino acids and is structurally composed of five domains: a signal peptide, two immunoglobulin (IG) domains, a transmembrane region, and a TIR-2 domain; (2) the TIR domain showed a high conservation among analyzed crustacean species; (3) MnIL-1R is widely detected in all tested tissues including ovary; (4) MnIL-1R showed a positive response to challenges with LPS, PGN, and polyI:C in the ovary; (5) its IG domain showed strong binding ability to LPS and PGN, confirming its role as a pattern recognition receptor; (6) the expression patterns of several members of the Toll signaling pathway (Myd88, TRAF-6, Dorsal, and Relish) was similar to that of MnIL-1R after challenges with LPS, PGN, and polyI:C in the ovary; (7) the silencing of MnIL-1R resulted in down-regulation of theses gene' (Myd88, TRAF-6, Dorsal, and Relish) expression level in the ovary. These results suggest that MnIL-1R can activate the Toll signaling pathway in the ovary by directly recognizing LPS and PGN through its IG domain, thereby contributing to the immune response in the ovary of M. nipponense.

iTRAQ-based proteomic analysis of Deinococcus radiodurans in response to 12C6+ heavy ion irradiation.

BACKGROUND: Deinococcus radiodurans (D. radiodurans) is best known for its extreme resistance to diverse environmental stress factors, including ionizing radiation (IR), ultraviolet (UV) irradiation, oxidative stress, and high temperatures. Robust DNA repair system and antioxidant system have been demonstrated to contribute to extreme resistance in D. radiodurans. However, practically all studies on the mechanism underlying D. radiodurans's extraordinary resistance relied on the treated strain during the post-treatment recovery lag phase to identify the key elements involved. The direct gene or protein changes of D. radiodurans after stress have not yet been characterized. RESULTS: In this study, we performed a proteomics profiling on D. radiodurans right after the heavy ion irradiation treatment, to discover the altered proteins that were quickly responsive to IR in D. radiodurans. Our study found that D. radiodurans shown exceptional resistance to 12C6+ heavy ion irradiation, in contrast to Escherichia coli (E.coli) strains. By using iTRAQ (Isobaric Tags for Relative and Absolute Quantitation)-based quantitative mass spectrometry analysis, the kinetics of proteome changes induced by various dosages of 12C6+ heavy ion irradiation were mapped. The results revealed that 452 proteins were differentially expressed under heavy ion irradiation, with the majority of proteins being upregulated, indicating the upregulation of functional categories of translation, TCA cycle (Tricarboxylic Acid cycle), and antioxidation regulation under heavy ion irradiation. CONCLUSIONS: This study shows how D. radiodurans reacts to exposure to 12C6+ heavy ion irradiation in terms of its overall protein expression profile. Most importantly, comparing the proteome profiling of D. radiodurans directly after heavy ion irradiation with research on the post-irradiation recovery phase would potentially provide a better understanding of mechanisms underlying the extreme radioresistance in D. radiodurans.

Chemically labeled ThUBD permits rapid and super-sensitive imaging of polyubiquitination signals.

Polyubiquitination signal deliver diverse cellular signal, which have been recognized as a sophisticated ubiquitin code. The perception and transduction of ubiquitination signal depend on the specificity and sensitivity of the ubiquitin-binding domain. Accurate and sensitive detection of polyubiquitination signal is crucial for revealing the dynamic cellular ubiquitin-regulated events. Western blotting (WB) and immunohistochemistry (IHC) are the most widely used biochemical strategies to detect ubiquitination signal on substrates under diverse physiological and pathological conditions. However, anti-ubiquitin antibodies fail to reflect polyubiquitination signal unbiasedly because of their strong preference for K63-linked ubiquitin chains. Herein, we demonstrated that our previously developed tandem hybrid ubiquitin-binding domain (ThUBD) chemically labeled with a reporter group such as horseradish peroxidase (ThUBD-HRP) could significantly improve the robustness and sensitivity of polyubiquitination signal detection. This advanced method was named TUF-WB Plus (TUF-WB+). The TUF-WB+ method significantly increases the sensitivity and accuracy of ubiquitin detection and requires a shorter experimental operation time. Furthermore, it enables the ThUBD-HRP probe to function as a powerful tool for spatial in situ polyubiquitination detection in cells by immunohistochemistry. Our newly developed ThUBD-HRP probe and TUF-WB+ method provide a robust and powerful tool for ubiquitination signal detection with hypersensitivity in an unbiased manner.

Genome-wide investigation of toll-like receptor genes (TLRs) in Procambarus clarkia and their expression pattern in response to black may disease.

As a crucial component of pattern-recognition receptors (PRRs) that recognizing pathogen-associated molecular patterns (PAMPs) and defending against invading pathogens, the Toll-like receptors (TLRs) have been paid extensive attention. While the identification and functional roles of TLRs in innate immunity have been reported in a plenty of organisms, the systematic knowledge of TLRs is still lacking in the red swamp crayfish (Procambarus clarkia). In current study, a total of 7 tlr genes were identified in P. clarkia based on the published transcriptome and genome data. The PcTLRs length varied from 939 to 1517aa and contain typical domains of TLR protein, including transmembrane region, varied LRR and TIR domains. 7 Pctlr genes were distributed in 5 chromosomes and 2 scaffolds. The expression pattern of different Pctlr genes in different tissues (hepatopancreas, gill and muscle) and in response to black may disease (BMD) showed significant difference. In addition, 5 proteins that might interact with PcTLR-2 were predicted, among them the expression pattern of dorsal and relish was consistent with Pctlr-2 in three tissues, while the other genes were not. The PcTLR-2-Dorsal/Relish pathway might play crucial roles in response to BMD infection. The results provided a theoretical foundation for further studies on the molecular mechanisms of TLRs in BMD infection in the red swamp crayfish and provided reference for the research of other crustacean species.

Microsatellite analysis of genetic diversity in wild and cultivated Portunus trituberculatus in Bohai Bay.

BACKGROUND: Previous studies have revealed a reduction in the genetic diversity of P. trituberculatus in Bohai Sea. However, because swimming crabs have been released into this area for some time, it is unclear whether the release of cultured populations from the national breeding farms of swimming crabs in Bohai Bay have affected the population genetics of wild populations of P. trituberculatus. METHODS AND RESULTS: In this study, the genetic diversity and population structure of 120 P. trituberculatus specimens in Bohai Bay were investigated using six microsatellite loci, including one wild population and one cultivated population. A total of 132 alleles were identified for all loci. The mean expected (He) and observed heterozygosity (Ho) were 0.8185 and 0.7759, respectively, thus indicating high levels of genetic diversity for these two populations. Molecular variance analysis (AMOVA) (FST = 0.0180), genetic distance (D = 0.1168) and similarity (S = 0.8898) indicated that these two populations could not be distinguished genetically. Structural analysis, phylogenetic tree construction, and principal component analysis, showed no significant distinction between the wild and cultivated populations. Finally, we investigated genetic exchange between the two populations by analyzing migration rate (M) and gene flow (Nm), thus demonstrating significant flow of genetic information. CONCLUSIONS: These findings contribute information for further breeding schemes for P. trituberculatus, evaluation of its genetic potential and programs for the protection of wild resources.

TMEM16A, a Homoharringtonine Receptor, as a Potential Endogenic Target for Lung Cancer Treatment.

Lung cancer has the highest rate of incidence and mortality among all cancers. Most chemotherapeutic drugs used to treat lung cancer cause serious side effects and are susceptible to drug resistance. Therefore, exploring novel therapeutic targets for lung cancer is important. In this study, we evaluated the potential of TMEM16A as a drug target for lung cancer. Homoharringtonine (HHT) was identified as a novel natural product inhibitor of TMEM16A. Patch-clamp experiments showed that HHT inhibited TMEM16A activity in a concentration-dependent manner. HHT significantly inhibited the proliferation and migration of lung cancer cells with high TMEM16A expression but did not affect the growth of normal lung cells in the absence of TMEM16A expression. In vivo experiments showed that HHT inhibited the growth of lung tumors in mice and did not reduce their body weight. Finally, the molecular mechanism through which HHT inhibits lung cancer was explored by western blotting. The findings showed that HHT has the potential to regulate TMEM16A activity both in vitro and in vivo and could be a new lead compound for the development of anti-lung-cancer drugs.

H4S1ph, an alternative epigenetic marker for sperm maturity.

Histone phosphorylation, an epigenetic post-translational modification, plays essential roles in male gamete chromatin compaction during spermatogenesis and sperm maturity. Previously, we studied the epigenetic marker of phosphorylated serine 1 of histone H2A and H4 (HS1ph) during spermatogenesis in mice and crabs, which was shown to be closely related to the sperm maturity. To further investigate the correlation between phosphorylated serine 1 of histone H4 (H4S1ph) and sperm maturation, a comparison study was conducted in this work between the healthy and the precocious crabs. It was discovered that the distribution of H4S1ph was similar for the two groups of crabs during spermatogenesis before maturity, but totally different in the sperm nuclei. H4S1ph vanished in the nuclei of healthy crab spermatozoa mostly, while retained in the precocious crabs just like what it was in elongated spermatid of both kinds of crabs. The results showed that a high level of H4S1ph conservation was closely associated with immaturity and might indicate inefficient fertility of male precocious crabs. Thus, H4S1ph was suggested to be an epigenetic marker of sperm maturity.

Suppression of oxidative stress and improvement of liver functions in mice by ursolic acid via LKB1-AMP-activated protein kinase signaling.

BACKGROUND AND AIM: Hepatic cirrhosis is the final stage of liver dysfunction, characterized by diffuse fibrosis, which is the main response to the liver injury. This study is to investigate the effects of ursolic acid (UA) on liver functions and fibrosis in bile duct ligation (BDL) mice and to determine the underlying mechanisms. METHODS: Cultured hepatocytes were treated with lipopolysaccharide (LPS) in the presence or absence of UA. The reactive oxygen species (ROS) level, protein levels of IκBα, iNOS and Cox-2, and NF-κB activation were detected, respectively. C57/BL6 and AMP-activated protein kinase (AMPK)α2(-/-) mice were subjected to BDL for 14 days. UA was administered by gavage. The markers of liver function and oxidative stress, and liver histopathology were analyzed after treatment. RESULTS: Treatment of hepatocytes with UA dose-dependently activates AMPK, which is abolished by silence of liver kinase B1 (LKB1). LPS significantly increased ROS productions, apoptosis, NF-κB activation, and expressions of iNOS and Cox-2 in cultured hepatocytes. All these effects were blocked by co-incubation with UA. Importantly, silence of LKB1, AMPK, or iNOS/Cox-2 by small interference RNA transfection reversed UA-induced effects in cultured cells. In an animal study, 14-day BDL induced liver fibrosis and liver injury, accompanied with increased oxidative stress and protein expressions of iNOS and Cox-2 in liver. Treatment of UA significantly attenuated the BDL-induced detrimental effects in wild-type mice but not in AMPKα2(-/-) mice. CONCLUSION: UA via LKB1-AMPK signaling offers protective effects on BDL-induced liver injury in mice, which may be related to inhibition of oxidative stress.

[Histone phosphorylation and spermatogenesis].

Histone phosphorylation is one of the most important post-translational modifications (PTMs) which play a key role in the chromatin remodeling process during spermatogenesis. Histone phosphorylation is related to distinct important biological processes, such as mitotic/meiotic chromosome condensation, chromatin function regulation, transcriptional activation or inactivation, double-strand DNA break repair, and other metabolic reactions. This review discusses the correlation between histone phosphorylation and spermatogenesis in different organisms from literatures published in the last decade. The critical functions of histone phosphorylation during spermatogenesis (sporogenesis) are summarized, such as binding sites involved in protein interaction, regulation of meiotic replication and/or recombination, correct chromatin remodeling, and chromatin compaction in the sperm nucleus (spore) after post-meiotic process. These findings will help build a solid foundation for further study, and also deepen our understanding of the roles for histones and their modifications in male germ cell development and differentiation.

Genome-wide identification and expressional profile of the Dmrt gene family in the swimming crab (Portunus trituberculatus).

The swimming crab, Portunus trituberculatus is one of crucial aquaculture crabs with significant differences in growth and economic performance between male and female swimming crabs. Consequently, the culture of female populations presents higher economic value. The doublesex and mab-3 related transcription factor (Dmrt) gene family are known to play crucial role in gonad differentiation and development. However, there is limited information about this gene family in Portunus trituberculatus. In this study, we identified seven members of the Dmrt gene family in P. trituberculatus based on the published transcriptome and genome data and designated as Ptdmrt-1, Ptdoublesex (Ptdsx), Ptidmrt-1, Ptdmrt-11E, Ptidmrt-2, Ptdmrt-99B, and Ptdmrt-3 based on the homology analysis results, respectively. These Ptdmrt genes distributed across 6 chromosomes and were predicted to encode 283 aa, 288 aa, 529 aa, 436 aa, 523 aa, 224 aa, and 435 aa protein precursors, respectively. The expression patterns of these dmrt genes were characterized by qRT-PCR and gonad transcriptome data. The results showed that five members (Ptdmrt-99B, Ptdsx, Ptdmrt-1, Ptdmrt-3, and Ptdmrt-11E) were differentially expressed between the testis and ovary. In addition, their expression patterns from zoea 2 to juvenile 1 were characterized by published transcriptome data and the results showed that they were lowly expressed and did not exhibit notable difference except for Ptdsx during early development. Overall, majority of Ptdmrt genes were involved in gonad differentiation in the swimming crab. Current findings provide a solid foundation for further exploration of the roles of these genes in gonad development and differentiation in P. trituberculatus.

Natural Compound Allicin Containing Thiosulfinate Moieties as Transmembrane Protein 16A (TMEM16A) Ion Channel Inhibitor for Food Adjuvant Therapy of Lung Cancer.

Cancer is one of the most serious malignant diseases, and chemotherapy is cancer's main clinical treatment method. However, chemotherapy inevitably produces drug resistance, and side effects accompany them. Adjuvant therapy is an effective way to enhance chemotherapeutic drug sensitivity and reduce side effects. This study found allicin, garlic's active ingredient, is an inhibitor of transmembrane protein 16A (TMEM16A), a novel drug target of lung adenocarcinoma. Allicin concentration-dependently inhibited TMEM16A currents with an IC50 of 24.35 ± 4.14 µM. Allicin thiosulfinate moieties bound with R535A/E624A/E633A residues of TMEM16A blocked the ion transport function and downregulated TMEM16A protein expression affecting the mitogen-activated protein kinase signal transduction. Then, allicin reduced the viability and migration of LA795 cells, and induced cell apoptosis. Moreover, multitarget combination administration results indicated that the therapeutic effect of 3.56 mg/kg allicin and 3 mg/kg cisplatin combined administration was superior to the superposition of the two drugs alone, demonstrating that the anticancer effects of allicin and cisplatin were synergistic. In addition, low-concentration combined administration also avoided the side effects of cisplatin in mice. Based on the good tumor suppressor effect and high biosafety of allicin and cisplatin combination in vivo, allicin can be used for food adjuvant therapy of cisplatin chemotherapy.

TMEM16A ion channel: A novel target for cancer treatment.

Cancer draws attention owing to the high morbidity and mortality. It is urgent to develop safe and effective cancer therapeutics. The calcium-activated chloride channel TMEM16A is widely distributed in various tissues and regulates physiological functions. TMEM16A is abnormally expressed in several cancers and associate with tumorigenesis, metastasis, and prognosis. Knockdown or inhibition of TMEM16A in cancer cells significantly inhibits cancer development. Therefore, TMEM16A is considered as a biomarker and therapeutic target for some cancers. This work reviews the cancers associated with TMEM16A. Then, the molecular mechanism of TMEM16A overexpression in cancer was analyzed, and the possible signal transduction mechanism of TMEM16A regulating cancer development was summarized. Finally, TMEM16A inhibitors with anticancer effect and their anticancer mechanism were concluded. We hope to provide new ideas for pharmacological studies on TMEM16A in cancer.

Rab2 and Rab6 are Implicated in Acrosome Formation during Spermatogenesis in Eriocheir sinensis: Based on Sperm Proteome.

BACKGROUND: Rab proteins are GTP-dependent small proteins that function as regulators of intracellular vesicle transport, fusion, and localization. However, few studies have investigated their function in Decapoda reproduction. The Eriocheir sinensis sperm has no tail and the nuclei are uncondensed. With the acrosome forming the majority of the sperm mass, it provides an ideal model for studying acrosome formation. METHODS: We firstly analyzed the sperm proteome using LC-MS/MS. To study the functions of Rab2 and Rab6, related to the Golgi apparatus, in the acrosome formation during spermatogenesis, the genes of Rab2 and Rab6 were cloned based on the testis transcriptome of E.sinensis and poly-clonal antibodies were prepared. The presence of 2 Rab proteins was confirmed in the testis and sperm by western blot. We further observed the characteristics of target 2 Rab proteins using immunofluorescence (IF). RESULTS: A total of 1247 proteins including 7 Rab proteins, Rab1, Rab2, Rab5, Rab6, Rab11, Rab14, and Rab18 were identified in the sperm proteome. The IF results showed that Rab2 co-localizes with GM130, a cis-Golgi matrix protein, in the spermatagonia and spermatocytes. In the early spermatids, Rab2 and Rab6 participate in the formation of pre-acrosomal vesicles. In maturing spermatids, both Rab2 and Rab6 settle on the acrosomal membrane but present different characteristics wrapping the pre-acrosome. In the mature sperm, Rab2 localizes in the perinuclear theca surrounding the nuclei cup, while Rab6 remains on the acrosomal membrane. CONCLUSIONS: Our research found 7 Rab proteins based on the analysis of the sperm proteome in E.sinensis, and confirmed the involvement of Rab2 and Rab6 in acrosome formation. These findings provide a foundation for studying the functions of Rab proteins during spermatogenesis in Decapoda animals.

Sperm acrosomal released proteome reveals MDH and VDAC3 from mitochondria are involved in acrosome formation during spermatogenesis in Eriocheir sinensis.

Acrosome is inextricably related to membranous organelles. The origin of acrosome is still controversial, one reason is that limited articles were reported about the proteomic analysis of the acrosome. Mitochondrial proteins were found exist in the acrosome, nevertheless, only limited attention has been paid to the function of mitochondrial proteins in the acrosome formation. Eriocheir sinensis sperm has a large acrosome, which makes it an ideal model to study acrosome formation. Here, we firstly compared the rate of acrosome reaction induced by the calcium ionophore A23187 and ionomycin. The rate of acrosome reaction induced by ionomycin is higher (95.8%) than A23187 (58.7%). Morphological changes were observed using light, confocal and transmission electron microscopy. Further more, proteins released during the acrosome reaction as induced by ionomycin were collected for LC-MS/MS analysis. A total of 945 proteins, including malate dehydrogenase (MDH) and voltage-dependent anion channel 3 (VDAC3), were identified in the acrosomal released proteome. The number of proteins from mitochondria (17.57%) was higher compared with endoplasmic reituculum (1.59%) and lysosomes (1.8%). To investigate the functions of target mitochondrial proteins during spermatogenesis, poly-antibodies of MDH in E. sinensis were prepared. The characteristics, further analyzed using immunofluorescence, of two mitochondrial proteins during acrosome formation showed that MDH and VDAC3 were independently involved in the formation of acrosomal membrane. These findings illustrate the acrosomal released proteome and provide important data resource for understanding the relationship between mitochondria and the acrosome in Decapoda crustacean.

Assessment of genetic diversity and population structure of Neocaridina denticulata sinensis in the Baiyangdian drainage area, China, using microsatellite markers and mitochondrial cox1 gene sequences.

Neocaridina denticulata sinensis is a crustacean of major economic significance in the Baiyangdian drainage area. In this study, the first assessment of N. denticulata sinensis genetic diversity and population structure was performed based on sequence analysis of nine polymorphic microsatellite loci and the mitochondrial cytochrome oxidase subunit I (cox1) gene. Samples (n = 192) were collected from four different regions in the Baiyangdian drainage area i.e., Baiyangdian Lake, Jumahe River, Xidayang Reservoir, and Fuhe River. Microsatellite loci analysis identified high levels of genetic diversity represented by observed heterozygosity (Ho) of 0.6865 âˆ¼ 0.9583, expected heterozygosity (He) of 0.7151 âˆ¼ 0.8723, and polymorphism information content (PIC) of 0.6676 âˆ¼ 0.8585. Based on the analysis of cox1 sequences, haplotype diversity (Hd) ranged from 0.568 to 0.853 while nucleotide diversity (π) ranged from 0.0029 to 0.2236. Furthermore, there was no evidence of expansion events in the N. denticulata sinensis populations. Pairwise FST revealed pronounced genetic differentiation, and clustering analyses showed defined genetic structures within the N. denticulata sinensis population. Three groups were identified from four sampled stocks, with Xidayang Reservoir, and Fuhe River populations clustered in the same group. This work identified novel molecular markers and provided an important reference to guide management strategies to assist conservation of N. denticulata sinensis resources.

Microsatellite markers reveal genetic diversity and population structure of Portunus trituberculatus in the Bohai Sea, China.

The swimming crab, Portunus trituberculatus, is one of the main aquaculture species in Chinese coastal regions due to its palatability and high economic value. To obtain a better understanding of the genetic diversity of P. trituberculatus in the Bohai Sea, the present study used 40 SSR loci to investigate the genetic diversity and population structure of 420 P. trituberculatus individuals collected from seven populations in the Bohai Sea. Genetic parameters revealed a low level of genetic diversity in the cultured population (SI = 1.374, He = 0.687, and PIC = 0.643) in comparison with wild populations (SI ≥ 1.399, He ≥ 0.692, and PIC ≥ 0.651). The genetic differentiation index (Fst) and gene flow (Nm) ranged from 0.001 to 0.060 (mean: 0.022) and 3.917 to 249.750 (mean: 31.289) respectively, showing a low differentiation among the seven populations of P. trituberculatus. Population structure analysis, phylogenetic tree, and principal component analysis (PCA) demonstrated that the seven groups of P. trituberculatus were divided into four subpopulations (K = 4), but the correlation between genetic structure and geographical distribution was not obvious. These results are expected to provide useful information for the fishery management of wild swimming crabs.

Grading amino acid properties increased accuracies of single point mutation on protein stability prediction.

BACKGROUND: Protein stabilities can be affected sometimes by point mutations introduced to the protein. Current sequence-information-based protein stability prediction encoding schemes of machine learning approaches include sparse encoding and amino acid property encoding. Property encoding schemes employ physical-chemical information of the mutated protein environments, however, they produce complexity in the mean time when many properties joined in the scheme. The complexity introduces noises that affect machine learning algorithm accuracies. In order to overcome the problem we described a new encoding scheme that graded twenty amino acids into groups according to their specific property values. RESULTS: We employed three predefined values, 0.1, 0.5, and 0.9 to represent 'weak', 'middle', and 'strong' groups for each amino acid property, and introduced two thresholds for each property to split twenty amino acids into one of the three groups according to their property values. Each amino acid can take only one out of three predefined values rather than twenty different values for each property. The complexity and noises in the encoding schemes were reduced in this way. More than 7% average accuracy improvement was found in the graded amino acid property encoding schemes by 20-fold cross validation. The overall accuracy of our method is more than 72% when performed on the independent test sets starting from sequence information with three-state prediction definitions. CONCLUSIONS: Grading numeric values of amino acid property can reduce the noises and complexity of input information. It is in accordance with biochemical concepts for amino acid properties and makes the input data simplified in the mean time. The idea of graded property encoding schemes may be applied to protein related predictions with machine learning approaches.

Caffeic Acid, an Active Ingredient in Coffee, Combines with DOX for Multitarget Combination Therapy of Lung Cancer.

Adjuvant diet therapy is an important means of comprehensive treatment of cancer. It is recognized by patients for its high safety, painlessness, and ease to operate. However, the development of adjuvant dietary therapy is limited by unclear targets and unclear anticancer mechanisms. In this work, caffeic acid was found as an inhibitor of TMEM16A with an IC50 of 29.47 ± 3.19 µM by fluorescence quenching and whole-cell patch-clamp experiments. Caffeic acid regulated the proliferation, migration, and apoptosis of lung cancer cells targeting TMEM16A, which was detected by CCK-8, colony formation, wound healing, and Annexin V assays. In addition, molecular docking combined with site-directed mutagenesis confirmed that the binding sites of caffeic acid to TMEM16A were D439, E448, and R753. Western blot results indicated that caffeic acid regulated the growth of lung cancer through the MAPK pathway. In vitro experiments showed that the inhibitory effect of caffeic acid combined with hydroxydaunorubicin (DOX) on lung cancer cell growth was better than a double concentration of any single dose. In vivo pharmacokinetic experiments and tumor xenograft experiments indicated that the combination of 5.4 mg/kg caffeic acid and 4.1 mg/kg DOX achieved 85.6% tumor suppression rate and offset the side effects. Therefore, caffeic acid is a safe and efficient antitumor active ingredient of food that can enhance the antitumor effect of DOX.

Occurrence and distribution of antibiotic resistant bacteria and genes in the Fuhe urban river and its driving mechanism.

Antibiotic resistance genes (ARGs) in urban rivers can affect human health via the food chain and human pathogenic bacteria diffusion. Sediment can be a sink for ARGs, causing second sources of ARG contamination through diffusion. Therefore, we evaluated the effects of total petroleum hydrocarbons (TPHs) and phytoplankton on the distribution of the ARGs in the sediment and water of Fuhe river in Baoding city, China. The ARGs and human pathogenic bacteria in urban river were analyzed, and the phytoplankton and bacterial abundance, TPH, and physicochemical parameters ranked using the partial least squares path modelling (PLS-PM) and aggregated boosted tree (ABT) analysis. The main ARGs in Fuhe river sediment were sulfonamide and tetracycline resistance genes, with sul2 exhibiting the highest level. The main human pathogenic bacteria in the pathogens pool were Clostridium, Bacillus and Burkholderiaceae, with Clostridium demonstrating a positive correlation with SulAfolP01. The PLS-PM analysis confirmed that, among the multiple drivers, water physicochemical factors, TPH, phytoplankton, and heavy metals positively and directly affected the ARG profiles in sediment while sediment heavy metals and bacterial communities did the similar effect. These factors (nutrient factors, heavy metals, and TPH) in water and sediment posed the opposite total effect on ARGs in the sediment, suggesting medium factors should have a conclusive effect on the distribution of ARGs in the sediment. The ABT analysis showed that dissolved oxygen (DO), total nitrogen (TN) and Chlorophyta were the most important factors affecting the ARGs distribution in the water, while TN affected the distribution of the genes in the sediment.