RESUMO
Drug-target interactions provide insight into the drug-side effects and drug repositioning. However, wet-lab biochemical experiments are time-consuming and labor-intensive, and are insufficient to meet the pressing demand for drug research and development. With the rapid advancement of deep learning, computational methods are increasingly applied to screen drug-target interactions. Many methods consider this problem as a binary classification task (binding or not), but ignore the quantitative binding affinity. In this paper, we propose a new end-to-end deep learning method called DeepMHADTA, which uses the multi-head self-attention mechanism in a deep residual network to predict drug-target binding affinity. On two benchmark datasets, our method outperformed several current state-of-the-art methods in terms of multiple performance measures, including mean square error (MSE), consistency index (CI), rm2, and PR curve area (AUPR). The results demonstrated that our method achieved better performance in predicting the drug-target binding affinity.
RESUMO
Deoxynivalenol (DON) is one of the most common mycotoxins in animal feed worldwide and causes significant threats to the animal production. The intestine is an important mucosal immune organ in teleost, and it is also the first target for feed-borne toxicants in animal. However, studies concerning the effect of DON on fish intestine are scarce. This study explored the effects of DON on intestinal immune function in juvenile grass carp (Ctenopharyngodon idella). A total of 1440 juvenile grass carp (12.17⯱â¯0.01â¯g) were fed six diets containing graded levels of DON (27, 318, 636, 922, 1243 and 1515⯵g/kg diet) for 60 days. After the growth trial, fish were challenged with Aeromonas hydrophila. The results were analysed by the Duncan's multiple-range test (Pâ¯<â¯0.05), indicating that compared with the control group (27⯵g/kg diet), dietary DON levels up to 318⯵g/kg diet: (1) decreased lysozyme (LZ) and acid phosphatase (ACP) activities, as well as complement 3 (C3), C4 and immunoglobulin M (IgM) content in the proximal intestine (PI), middle intestine (MI) and distal intestine (DI) of juvenile grass carp (Pâ¯<â¯0.05); (2) down-regulated the mRNA levels of anti-microbial substance: liver expressed antimicrobial peptide (LEAP) -2A, LEAP-2B, hepcidin, ß-defensin-1 and mucin2 in the PI, MI and DI of juvenile grass carp (Pâ¯<â¯0.05); (3) up-regulated the mRNA levels of pro-inflammatory cytokines [interleukin 1ß (IL-1ß), tumour necrosis factor α (TNF-α), interferon γ2 (INF-γ2), IL-6 (only in PI), IL-8, IL-12p35, IL-12p40, IL-15 and IL-17D] in the PI, MI and DI of juvenile grass carp (Pâ¯<â¯0.05), which might be partly related to nuclear factor kappa B (NF-κB) signalling [IκB kinase ß (IKKß) and IKKγ/inhibitor of κBα (IκBα)/NF-κB (p65 and c-Rel)]; and (4) down-regulated the mRNA levels of anti-inflammatory cytokines [IL-10, IL-11, IL-4/13A (not IL-4/13B), transforming growth factor ß1 (TGF-ß1) (not TGF-ß2)] in the PI, MI and DI of juvenile grass carp (Pâ¯<â¯0.05), which might be partly related to target of rapamycin (TOR) signalling [TOR/ribosomal protein S6 kinases 1 (S6K1) and eIF4E-binding proteins (4E-BP)]. All data indicated that DON could impair the intestinal immune function, and its potential regulation mechanisms were partly associated with NF-κB and TOR signalling pathways. Finally, based on the enteritis morbidity, and the LZ and ACP activities as well as IgM content in the PI, the reasonable dose of DON for grass carp were estimated to be 251.66, 305.83, 252.34 and 309.94⯵g/kg diet, respectively.
Assuntos
Imunidade Adaptativa/efeitos dos fármacos , Carpas/imunologia , Doenças dos Peixes/imunologia , Imunidade Inata/efeitos dos fármacos , Transdução de Sinais/efeitos dos fármacos , Tricotecenos/toxicidade , Aeromonas hydrophila/fisiologia , Animais , Carpas/metabolismo , Proteínas de Peixes/fisiologia , Infecções por Bactérias Gram-Negativas/imunologia , Infecções por Bactérias Gram-Negativas/veterinária , NF-kappa B/fisiologia , Distribuição Aleatória , Transdução de Sinais/fisiologia , Serina-Treonina Quinases TOR/fisiologiaRESUMO
This study focused on the effects of dietary selenium deficiency on structural integrity of the head kidney, spleen and skin in young grass carp (Ctenopharyngodon idella). A total of 540 healthy grass carp (mean weight 226.48⯱â¯0.68â¯g) were randomly divided into six groups and fed six separate diets with graded dietary levels of selenium (0.025-1.049â¯mg/kg diet) for 80 days. Results showed that selenium deficiency (1) caused oxidative damage in part by reducing the activities of antioxidant enzymes (such as SOD, CAT, GPx, GST and GR) and glutathione (GSH) content, down-regulating the transcript abundances of antioxidant enzymes (except GSTp1) partly related to Kelch-like-ECH-associated protein 1a (Keap1a)/NF-E2-related factor 2 (Nrf2) signalling; (2) aggravated apoptosis in part by up-regulating the mRNA levels of caspase-2, -3, -7, -8 and -9, which were partially related to p38MAPK/FasL/caspase-8 signalling and JNK/(BAX, Bcl-2, Mcl-1b, IAP)/(Apaf1, caspase-9) signalling; (3) damaged the tight junctions in part by down-regulating the mRNA levels of ZO-1 (except spleen), ZO-2 (except spleen), claudin-c, -f, -7, -11 and claudin-15, and up-regulating the mRNA levels of claudin-12, which were partially related to myosin light chain kinase (MLCK) signalling. Interesting, selenium deficiency failed to affect the expression of GSTp1, Keap1a, occludin, claudin-b, claudin-3c, ZO-1 (spleen only) and ZO-2 (spleen only) in the head kidney, spleen and skin of grass carp. Finally, based on the activities of glutathione peroxidase (GPx) and reactive oxygen species (ROS) content in the head kidney, spleen and skin, the dietary selenium requirements for young grass carp were estimated to be 0.558-0.588â¯mg/kg diet.
Assuntos
Antioxidantes/metabolismo , Apoptose/efeitos dos fármacos , Carpas/metabolismo , Selênio/deficiência , Junções Íntimas/efeitos dos fármacos , Ração Animal/análise , Animais , Dieta/veterinária , Suplementos Nutricionais/análise , Rim Cefálico/efeitos dos fármacos , Distribuição Aleatória , Pele/efeitos dos fármacos , Baço/efeitos dos fármacosRESUMO
This study was for the first time to investigate the effects of α-lipoic acid (LA) on growth and immune function of head kidney, spleen and skin in young grass carp (Ctenopharyngodon idella). A total of 540 healthy grass carp (with initial body weight at 216.59⯱â¯0.33â¯g) were randomly divided into six groups and fed six separate diets with graded dietary levels of LA for 70 days. Un-supplemented group did not find LA and its concentrations in the other five diets were 203.25, 403.82, 591.42, 781.25 and 953.18â¯mgâ¯kg-1, respectively. After the growth trial, fish were challenged with A. hydrophila for 14 days. The results showed that, compared with the un-supplemented group, optimal LA improved lysozyme (LZ) and acid phosphatase (ACP) activities, enhanced complement 3 (C3), C4 and immunoglobulin (Ig) M contents and up-regulated hepcidin, liver expressed antimicrobial peptide (LEAP)-2A, LEAP-2B and ß-defensin-1 mRNA levels in the head kidney, spleen and skin of young grass carp; meanwhile, optimal LA up-regulated anti-inflammatory cytokines transforming growth factor (TGF)-ß1, TGF-ß2, interleukin (IL)-4/13A (not IL-4/13B), IL-10 and IL-11 mRNA levels partly related to target of rapamycin (TOR) signaling and down-regulated pro-inflammatory cytokines tumor necrosis factor (TNF)-α, interferon (IFN)-γ2, IL-1ß, IL-6, IL-8, IL-12p40 (not IL-12p35), IL-15 (not in the skin) and IL-17D mRNA levels partially associated with nuclear factor-kappa B (NF-κB) signaling in the head kidney, spleen and skin of young grass carp. Above results indicated that optimal LA enhanced the immune function of head kidney, spleen and skin in fish. Interestingly, excessive LA decreased the growth and impaired the immune function of head kidney, spleen and skin in fish. Finally, on the basis of the percent weight gain (PWG), the ability against skin hemorrhage and lesion, the IgM content in the head kidney and the LZ activity in the spleen, the optimal dietary LA levels were estimated to be 315.37, 382.33, 353.19 and 318.26â¯mgâ¯kg-1 diet, respectively.
Assuntos
Carpas/imunologia , Ácido Tióctico/farmacologia , Fosfatase Ácida/imunologia , Aeromonas hydrophila , Animais , Carpas/microbiologia , Complemento C3/imunologia , Complemento C4/imunologia , Citocinas/genética , Citocinas/imunologia , Doenças dos Peixes/imunologia , Infecções por Bactérias Gram-Negativas/imunologia , Infecções por Bactérias Gram-Negativas/veterinária , Rim Cefálico/imunologia , Imunoglobulina M/imunologia , Muramidase/imunologia , NF-kappa B/imunologia , Transdução de Sinais/efeitos dos fármacos , Pele/imunologia , Baço/imunologiaRESUMO
The present study explored the effect of cholesterol on the immunity and inflammation response in the immune organs (head kidney, spleen and skin) of young grass carp (Ctenopharyngodon idella) fed graded levels of dietary cholesterol (0.041-1.526%) for 60 days and then infected with Aeromonas hydrophila for 14 days. The results showed that low levels of cholesterol (1) depressed the innate immune components [lysozyme (LZ), acid phosphatase (ACP), complements and antimicrobial peptides] and adaptive immune component [immunoglobulin M (IgM)], (2) up-regulated the mRNA levels of pro-inflammatory cytokines [interleukin 1ß (IL-1ß), IL-6, IL-8, IL-12p35, IL-12p40, IL-15, IL-17D, tumor necrosis factor α (TNF-α) and interferon γ2 (IFN-γ2)], partly due to the activated nuclear factor kappa B (NF-κB) signalling, and (3) down-regulated the mRNA levels of anti-inflammatory cytokines [IL-4/13B, IL-10, IL-11, transforming growth factor (TGF)-ß1 and TGF-ß2], partly due to the suppression of target of rapamycin (TOR) signalling in the immune organs of young grass carp. Interestingly, dietary cholesterol had no influences on the IκB kinase α (IKKα) and IL-4/13A mRNA levels in the head kidney, spleen and skin, the IL-1ß and IL-12p40 mRNA levels in the spleen and skin, or the ß-defensin-1 mRNA level in the skin of young grass carp. Additionally, low levels of cholesterol increased the skin haemorrhage and lesion morbidity. In summary, low levels of cholesterol impaired immunity by depressing the innate and adaptive immune components, and low levels of cholesterol aggravated the inflammation response via up-regulating the expression of pro-inflammatory cytokines as well as down-regulating the expression of anti-inflammatory cytokines partly through the modulation of NF-κB and TOR signalling in the immune organs of fish. Similar to the low level of cholesterol, the excess level of dietary cholesterol impaired immunity and aggravated inflammation response in the immune organs of fish. Finally, based on the percent weight gain (PWG), the ability against skin haemorrhage and lesions as well as the LZ activity in the head kidney and the ACP activity in the spleen, the optimal dietary cholesterol levels for young grass carp were estimated as 0.721, 0.826, 0.802 and 0.772% diet, respectively.
Assuntos
Imunidade Adaptativa/efeitos dos fármacos , Carpas/imunologia , Colesterol na Dieta/metabolismo , Citocinas/metabolismo , Doenças dos Peixes/imunologia , Imunidade Inata/efeitos dos fármacos , Inflamação/imunologia , Aeromonas hydrophila/fisiologia , Ração Animal/análise , Animais , Colesterol na Dieta/administração & dosagem , Dieta/veterinária , Suplementos Nutricionais/análise , Relação Dose-Resposta a Droga , Infecções por Bactérias Gram-Negativas/imunologia , Distribuição Aleatória , Transdução de Sinais/efeitos dos fármacosRESUMO
Deoxynivalenol (DON) is one of the most common mycotoxin contaminants of animal feed worldwide and brings significant threats to the animal production. However, studies concerning the effect of DON on fish intestine are scarce. This study explored the effects of DON on intestinal physical barrier in juvenile grass carp (Ctenopharyngodon idella). A total of 1440 juvenile grass carp (12.17⯱â¯0.01â¯g) were fed six diets containing graded levels of DON (27, 318, 636, 922, 1243 and 1515⯵g/kg diet) for 60 days. This study for the first time documented that DON caused body malformation in fish, and histopathological lesions, oxidative damage, declining antioxidant capacity, cell apoptosis and destruction of tight junctions in the intestine of fish. The results indicated that compared with control group (27⯵g/kg diet), DON: (1) increased the reactive oxygen species (ROS), malondialdehyde (MDA) and protein carbonyl (PC) content, and up-regulated the mRNA levels of Kelch-like-ECH-associated protein 1 (Keap1: Keap1a but not Keap1b), whereas decreased glutathione (GSH) content and antioxidant enzymes activities, and down-regulated the mRNA levels of antioxidant enzymes (except GSTR in MI) and NF-E2-related factor 2 (Nrf2), as well as the protein levels of Nrf2 in fish intestine. (2) up-regulated cysteinyl aspartic acid-protease (caspase) -3, -7, -8, -9, apoptotic protease activating factor-1 (Apaf-1), Bcl2-associated X protein (Bax), Fas ligand (FasL) and c-Jun N-terminal protein kinase (JNK) mRNA levels, whereas down-regulated B-cell lymphoma-2 (bcl-2) and myeloid cell leukemia-1 (Mcl-1) mRNA levels in fish intestine. (3) down-regulated the mRNA levels of ZO-1, ZO-2b, occludin, claudin-c, -f, -7a, -7b, -11 (except claudin-b and claudin-3c), whereas up-regulated the mRNA levels of claudin-12, -15a (not -15b) and myosin light chain kinase (MLCK) in fish intestine. All above data indicated that DON caused the oxidative damage, apoptosis and the destruction of tight junctions via Nrf2, JNK and MLCK signaling in the intestine of fish, respectively. Finally, based on PWG, FE, PC and MDA, the safe dose of DON for grass carp were all estimated to be 318⯵g/kg diet.
Assuntos
Carpas , Intestinos/efeitos dos fármacos , Tricotecenos/toxicidade , Ração Animal , Animais , Apoptose/efeitos dos fármacos , Proteínas Reguladoras de Apoptose/genética , Carpas/crescimento & desenvolvimento , Carpas/metabolismo , Fragmentação do DNA , Proteínas de Peixes/genética , Proteínas de Peixes/metabolismo , Mucosa Intestinal/metabolismo , Intestinos/patologia , Malondialdeído/metabolismo , Quinase de Cadeia Leve de Miosina/genética , Fator 2 Relacionado a NF-E2/genética , Fator 2 Relacionado a NF-E2/metabolismo , Espécies Reativas de Oxigênio/metabolismo , Transdução de Sinais/efeitos dos fármacos , Junções Íntimas/genéticaRESUMO
This study aimed to investigate the effects of dietary selenium on resistance to skin haemorrhages and lesions and on immune function as well as the underlying mechanisms of those effects in the head kidney, spleen and skin of young grass carp (Ctenopharyngodon idella). A total of 540 healthy grass carp with initial body weight (226.48⯱â¯0.68â¯g) were randomly divided into six groups and fed six separate diets with graded dietary levels of selenium (0.025, 0.216, 0.387, 0.579, 0.795 and 1.049â¯mg/kg diet) for 80 days. After the feeding period, an immunization trial was performed by infection with Aeromonas hydrophila for 14 days. The results showed that, compared with the optimal selenium level, (1) selenium deficiency impaired the production of antibacterial compounds and immunoglobulins and down-regulated the transcript abundances of antimicrobial peptides and selenoproteins; (2) selenium deficiency aggravated inflammatory responses in part by up-regulating pro-inflammatory cytokines and down-regulating anti-inflammatory cytokines mRNA levels, which were partially related to [IKKα, ß, γ/IκBα/NF-κB] signalling and [TOR/(S6K1, 4E-BP1)] signalling, respectively. Interestingly, selenium deficiency had no effect on the expression of TGF-ß2, IL-4/13B, IL-10, IL-12p35, IL-15 (skin only) or 4E-BP2 in the head kidney, spleen and skin of young grass carp. Finally, based on the percent weight gain (PWG), the morbidity of skin haemorrhages and lesions, the ACP activity in the head kidney and the lysozyme activity in spleen, the optimal dietary selenium requirements for young grass carp were estimated to be 0.546-0.604â¯mg/kg diet. In summary, selenium deficiency decreased the growth performance and impaired the immune function in the head kidney, spleen and skin of young grass carp.
Assuntos
Carpas/imunologia , Doenças dos Peixes/imunologia , Regulação da Expressão Gênica/imunologia , Imunidade Inata/efeitos dos fármacos , Selênio/deficiência , Aeromonas hydrophila/fisiologia , Ração Animal/análise , Animais , Dieta/veterinária , Suplementos Nutricionais/análise , Relação Dose-Resposta a Droga , Infecções por Bactérias Gram-Negativas/imunologia , Distribuição AleatóriaRESUMO
This study was conducted to explore the possible effects of dietary ALA/LNA ratios on the gill immunity, tight junction and antioxidant capacity, and the related signaling factor mRNA levels of juvenile grass carp (Ctenopharyngodon idella). Fish were fed diets with different ALA/LNA ratios (0.01, 0.34, 0.68, 1.03, 1.41, 1.76 and 2.15) for 60 days. The present results showed that ALA/LNA ratio of 1.03 significantly enhanced lysozyme and acid phosphatase activities, complement 3 contents, promoted mRNA levels of antimicrobial peptides (Hepcidin and liver expression antimicrobial peptide-2), anti-inflammatory cytokines (interleukin 10 and transforming growth factor ß1) and inhibitor protein κBα, whereas suppressed pro-inflammatory cytokines (interleukin 1ß, interleukin 8, tumor necrosis factor a and interferon γ2), and signal molecules (IκB kinase ß, IκB kines γ and nuclear factor κB p65) mRNA levels in the gill, indicating that optimal dietary ALA/LNA ratio improve gill immunity of juvenile fish. Besides, ALA/LNA ratio of 1.03 increased mRNA levels of the barrier functional proteins (occludin, zonula occludens-1, claudin-b, -c and -3), and reduced the pore-formation proteins (claudin-15a) and myosin light-chain kinase mRNA abundance in the gill of juvenile grass carp, indicating optimum ALA/LNA ratio strengthen gill tight junction of juvenile fish. Additionally, ALA/LNA ratio of 1.03 increased glutathione contents, copper/zinc superoxide dismutase, glutathione peroxidase, glutathione S-transferase and glutathione reductase activities and mRNA abundance, and nuclear factor erythoid 2-related factor 2 mRNA levels in the gill of fish, suggesting that optimal ALA/LNA ratio ameliorate gill antioxidant status of juvenile fish. Interestingly, dietary ALA/LNA ratios had no effect on IκB kinase α and catalase activities in fish gills. Collectively, optimal dietary ALA/LNA ratio could improve gill immunity and strengthen physical barrier of juvenile fish. Based on the quadratic regression analysis of complement 3 content in the gill, optimal dietary ALA/LNA ratio for maximum growth of juvenile grass carp was estimated to be 1.12.
Assuntos
Carpas/imunologia , Imunidade Inata/efeitos dos fármacos , Ácido Linoleico/metabolismo , Ácido alfa-Linolênico/metabolismo , Ração Animal/análise , Animais , Antioxidantes/metabolismo , Carpas/genética , Dieta/veterinária , Relação Dose-Resposta a Droga , Proteínas de Peixes/genética , Proteínas de Peixes/metabolismo , Brânquias/imunologia , Brânquias/metabolismo , Peptídeos e Proteínas de Sinalização Intracelular/genética , Peptídeos e Proteínas de Sinalização Intracelular/metabolismo , Distribuição Aleatória , Junções Íntimas/efeitos dos fármacosRESUMO
This study investigated the effects of exogenous lipase supplementation on the growth performance, intestinal growth and function, immune response and physical barrier function, and related signaling molecules mRNA expression of young grass carp (Ctenopharyngodon idella). A total of 450 grass carp (255.02 ± 0.34 g) were fed five diets for 60 days. There were 5 dietary treatments that included a normal protein and lipid diet containing 30% crude protein (CP) with 5% ether extract (EE), and the low-protein and high-lipid diets (28% CP, 6% EE) supplemented with graded levels of exogenous lipase supplementation activity at 0, 1193, 2560 and 3730 U/kg diet. The results indicated that compared with a normal protein and lipid diet (30% CP, 5% EE), a low-protein and high-lipid diet (28% CP, 6% EE) (un-supplemented lipase) improved lysozyme activities and complement component 3 contents in the distal intestine (DI), interleukin 10 mRNA expression in the proximal intestine (PI), and glutathione S-transferases activity and glutathione content in the intestine of young grass carp. In addition, in low-protein and high-lipid diets, optimal exogenous lipase supplementation significantly increased acid phosphatase (ACP) activities and complement component 3 (C3) contents (P < 0.05), up-regulated the relative mRNA levels of antimicrobial peptides (liver expressed antimicrobial peptide 2 and hepcidin) and anti-inflammatory cytokines (interleukin 10 and transforming growth factor ß1) and signaling molecules inhibitor protein-κBα (IκBα) and target of rapamycin (TOR) (P < 0.05), down-regulated the mRNA levels of pro-inflammatory cytokines (tumor necrosis factor α, interleukin 8, interferon γ2, and interleukin 1ß), and signaling molecules (nuclear factor kappa B p65, IκB kinase ß, IκB kinase γ) (P < 0.05) in the intestine of young grass carp. Moreover, optimal exogenous lipase supplementation significantly decreased reactive oxygen species (ROS), malondialdehyde (MDA) and protein carbonyl (PC) contents (P < 0.05), improved the activities of anti-superoxide anion (ASA) and anti-hydroxyl radical (AHR), glutathione content, and the activities and mRNA levels of antioxidant enzymes (copper/zinc superoxide dismutase, manganese superoxide dismutase, catalase, glutathione peroxidase, glutathione S-transferases and glutathione reductase) (P < 0.05), up-regulated signaling molecule NF-E2-related factor 2 (Nrf2) (P < 0.05), down-regulated signaling molecules (Kelch-like-ECH-associated protein 1a, Kelch-like-ECH-associated protein 1b) (P < 0.05) in the intestine of young grass carp. Furthermore, optimal exogenous lipase supplementation significantly elevated the mRNA levels of tight junction proteins (Occludin, zonula occludens 1, Claudin b, Claudin c and Claudin 3) (P < 0.05), down-regulated the mRNA levels of tight junction proteins (Claudin 12 and Claudin 15a) (P < 0.05), down-regulated signaling molecules myosin light chain kinase (P < 0.05) in the intestine of young grass carp. In conclusion, dietary lipid could partially spare protein, and the low-protein and high-lipid diet could improve growth, intestinal growth and function, immune response and antioxidant capability of fish. Meanwhile, in high-fat and low-protein diets, optimal exogenous lipase supplementation improved growth, intestinal growth and function, intestinal immunity, physical barrier, and regulated the mRNA expression of related signal molecules of fish. The optimal level of exogenous lipase supplementation in young grass carp (255-771 g) was estimated to be 1193 U kg(-1) diet.
Assuntos
Carpas/fisiologia , Suplementos Nutricionais , Regulação da Expressão Gênica/efeitos dos fármacos , Imunidade nas Mucosas/efeitos dos fármacos , Lipase , Transdução de Sinais/efeitos dos fármacos , Ração Animal/análise , Animais , Carpas/genética , Dieta/veterinária , Dieta com Restrição de Proteínas/veterinária , Relação Dose-Resposta a Droga , Proteínas de Peixes/genética , Proteínas de Peixes/metabolismo , Intestinos/fisiologia , Lipase/metabolismo , RNA Mensageiro/genética , RNA Mensageiro/metabolismoRESUMO
This study was conducted to investigate the effects of dietary alpha-linolenic acid/linoleic acid (ALA/LNA) ratios on the immune response, tight junctions, antioxidant status and immune-related signaling molecules mRNA levels in the intestine of juvenile grass carp (Ctenopharyngodon idella). A total of 1260 juvenile grass carp with an average initial weight of 8.78 ± 0.03 g were fed diets with different ALA/LNA ratios (0.01, 0.34, 0.68, 1.03, 1.41, 1.76 and 2.15) for 60 days. Results indicated that ALA/LNA ratio of 1.03 significantly increased acid phosphatase, lysozyme activities and complement C3 contents, promoted interleukin 10, transforming growth factor ß1 and κB inhibitor α mRNA abundance, whereas suppressed pro-inflammatory cytokines (interleukin 1ß, interleukin 8, tumor necrosis factor α and interferon γ2) and signal molecules (IκB kinase ß, IκB kinase γ and nuclear factor κB p65) mRNA levels in the intestine (P < 0.05), suggesting that optimal dietary ALA/LNA ratio improved intestinal immune response of juvenile fish. Additionally, ALA/LNA ratio of 1.03 significantly promoted Claudin-3, Claudin-b, Claudin-c, Occludin and ZO-1 gene transcription, whereas reduced Claudin-15a and myosin light-chain kinase mRNA levels in the intestine, suggesting that appropriate dietary ALA/LNA ratio strengthened tight junctions in the intestine of juvenile fish. Meanwhile, ALA/LNA ratio of 1.03 noticeably elevated glutathione contents, copper/zinc superoxide dismutase, glutathione peroxidase, glutathione S-transferase and glutathione reductase activities and mRNA levels, as well as signaling molecule nuclear factor erythoid 2-related factor 2 gene transcriptional abundance in the intestine, suggesting that proper ratio of dietary ALA/LNA ameliorate the intestinal antioxidant status of juvenile fish. Based on the quadratic regression analysis of the complement C3 content in the distal intestine and malondialdehyde content in the whole intestine, optimal ALA/LNA ratio for maximum growth of juvenile grass carp (8.78-72.00 g) were estimated to be 1.13 and 1.12, respectively.
Assuntos
Carpas , Intestinos/efeitos dos fármacos , Ácido alfa-Linolênico/farmacologia , Fosfatase Ácida/metabolismo , Animais , Carpas/imunologia , Carpas/metabolismo , Complemento C3/metabolismo , Citocinas/genética , Dieta , Proteínas de Peixes/genética , Mucosa Intestinal/metabolismo , Intestinos/imunologia , Muramidase/metabolismo , Quinase de Cadeia Leve de Miosina/genética , Fator 2 Relacionado a NF-E2/genética , RNA Mensageiro/metabolismo , Proteínas de Junções Íntimas/genética , Fator de Transcrição RelA/genéticaRESUMO
BACKGROUND: Immune checkpoint inhibitors (ICIs) have brought clinical benefits to patients with various histological types of lung cancer. Previous studies have shown an association between mesenchymal-epithelial transition (MET) and the immunotherapy response in non-small cell lung cancer (NSCLC) but there is a lack of clinical data on the correlation of MET amplification with the ICI response in NSCLC. METHODS: Copy number alteration (CNA), somatic mutation, and clinical data from two immunotherapy cohorts (Rizvi et al. cohort and our local cohort) were collected and pooled to further investigate the key role of MET amplification in patients with NSCLC receiving ICIs. The correlations between MET amplification and tumor immunogenicity and antitumor immunity were further investigated in The Cancer Genome Atlas (TCGA)-NSCLC [lung adenocarcinoma (LUAD)/lung squamous cell carcinoma (LUSC)] data-set. RESULTS: In the immunotherapy cohorts, MET amplification was associated with longer progression-free survival (PFS) times in patients receiving ICI treatment (P=0.039; HR =0.37; 95% CI: 0.18-0.73). In the TCGA-NSCLC data-set, MET amplification was associated with high MET mRNA and protein levels, tumor mutation burden (TMB), neoantigen load (NAL), immune-activated cell patterns, immune-related gene expression levels, and the number of gene alterations in the DNA damage response and repair (DDR) pathway. Gene set enrichment analysis (GSEA) results indicated significant up-regulation of the immune response-related pathways in the MET-amplification group. CONCLUSIONS: Our results suggest that MET amplification may be a novel predictive marker for immunotherapy efficacy in NSCLC.
RESUMO
To assess the time-dependent stress evidence in dynamic allocation of physiological metabolism of Nilaparvata lugens nymphs in response to elevated CO2, we measured the time-dependent allocation of nutrient compositions and physiological metabolism in the bodies of N. lugens at 1h, 4h and 12h under elevated CO2. Elevated CO2 significantly increased the contents of nutrient compositions (protein, glucose and total amino acids) and catalase (CAT) enzyme activity in the body of N. lugens at 12h relative to 1h and 4h (P < 0.05). Significantly higher genes expression levels of acetylcholinesterase (AChE), heat shock protein (HSP70) and vitellogenin gene (vg) were observed in the body of N. lugens compared with those in ambient CO2 at 4h (P < 0.05). These results showed that there was an instantaneous reaction of N. lugens nymphs to elevated CO2, which indicated N. lugens may enhance stress defense response to future increasing CO2 levels.
Assuntos
Dióxido de Carbono , Hemípteros , Animais , Proteínas de Insetos , Alocação de Recursos , VitelogeninasRESUMO
BACKGROUND: This retrospective study evaluated the safety and efficacy of concurrent anti-tuberculosis (TB) and chemotherapy treatment in patients with advanced lung cancer and active TB. METHODS: We retrospectively analyzed patients who were first diagnosed with advanced lung cancer and received first-line chemotherapy in Guangzhou Chest Hospital from 2015 to 2017. Patients were categorized into two groups (2:1): lung cancer patients without active TB (Group A), and lung cancer patients with active TB (Group B). Primary endpoints included adverse events (AEs), objective response rate (ORR), time to treatment failure, and overall survival (OS). RESULTS: A total of 99 patients were eligible (Group A, n=66; Group B, n=33). Grade ≥3 treatment-related AEs, primarily hematologic toxicity, occurred in 39.4% and 51.5% of patients in Groups A and B, respectively. The hypohepatia in both groups was generally at grade 1 or 2, with similar incidences (26% and 27%, respectively). After two cycles of chemotherapy, the ORR was 42.4% and 33.3% in Group A and B, respectively (P=0.383). The median time to treatment failure (TTF) was 7.0 and 5.6 months for Groups A and B, respectively (P=0.175). The median OS was 17.0 and 14.0 months for Groups A and B, respectively (P=0.312). After 3 months of anti-TB treatment, all patients achieved sputum acid-fast bacilli (AFB) smear conversion and absorption on imaging, and the end of follow-up observed no recurrence. CONCLUSIONS: Concurrent anti-TB and chemotherapy treatment did not increase hematological toxicity or hypohepatia in lung cancer patients with pulmonary TB.
RESUMO
Targeted delivery of chemotherapeutics by functionalized nanoparticles exhibits a wonderful prospect for cancer treatment. In this paper, selenium nanoparticles (SeNPs) was linked with hyaluronic acid (HA) to prepare tumor-targeted delivery vehicle HA-SeNPs, and HA-SeNPs was loaded with paclitaxel (PTX) to fabricate functionalized selenium nanoparticles HA-Se@PTX. HA-Se@PTX showed greater uptake in A549 cells in comparison with that in HUVEC, verifying HA-mediated specific uptake of HA-Se@PTX. HA-Se@PTX was capable of entering A549 cells via clathrin-associated endocytosis and showed faster drug release in cancer cell microenvironment in comparison with normal physiological environment. HA-Se@PTX could obviously inhibit the proliferation, migration and invasion of A549 cells and trigger A549 cells apoptosis. Moreover, active targeting functionalized selenium nanoparticles HA-Se@PTX showed greater in vivo antitumor activity compared with free PTX or passive targeting delivery system Se@PTX. In addition, HA-Se@PTX exhibited negligible toxicity on the major organs of mice. In a word, HA-Se@PTX may develop into a valuable nanoscale antitumor drug agent for lung cancer treatment.
Assuntos
Portadores de Fármacos/química , Ácido Hialurônico/química , Neoplasias Pulmonares/patologia , Nanopartículas/química , Paclitaxel/química , Paclitaxel/farmacologia , Selênio/química , Células A549 , Animais , Antineoplásicos/química , Antineoplásicos/farmacologia , Apoptose/efeitos dos fármacos , Movimento Celular/efeitos dos fármacos , Proliferação de Células/efeitos dos fármacos , Liberação Controlada de Fármacos , Humanos , Camundongos , Invasividade Neoplásica , Ensaios Antitumorais Modelo de XenoenxertoRESUMO
Health benefits, flavour quality indicators and physical properties were analysed after feeding grass carp graded concentrations of soybean isoflavones (SIF) (0, 25, 50, 75, 100 and 125 mg/kg) for 60 days. The results demonstrated that optimal dietary SIF supplementation improved the protein and total PUFA content, especially healthcare n-3 PUFA (C18: 3n-3, EPA and DHA), and increased the flavour-related free amino acid [especially umami amino acid] and 5'-inosine monophosphate content, improving the health benefits and flavour quality indicators in the muscle of grass carp. In addition, optimal dietary SIF supplementation (25 or 50 mg SIF/kg diet) enhanced some physical properties [water-holding capacity and tenderness] and increased the collagen content; however, it reduced cathepsin activity and apoptosis. SIF supplementation enhanced the glutathione content and the activity of antioxidant enzymes (except CuZnSOD) by regulating their gene expression. The gene expression could be regulated by NF-E2-related factor 2 (Nrf2) signalling in the muscle of grass carp. We demonstrated that optimal dietary SIF supplementation elevated the health benefits, flavour quality indicators and physical properties of fish muscle.
Assuntos
Ração Animal/análise , Carpas/metabolismo , Glycine max/fisiologia , Criação de Animais Domésticos/métodos , Animais , Apoptose/efeitos dos fármacos , Carpas/crescimento & desenvolvimento , Dieta/veterinária , Suplementos Nutricionais , Proteínas de Peixes/metabolismo , Isoflavonas/metabolismo , Músculo Esquelético/química , Músculo Esquelético/crescimento & desenvolvimento , Distribuição Aleatória , Espécies Reativas de Oxigênio/metabolismo , Transdução de Sinais , Glycine max/metabolismoRESUMO
PURPOSE: Studies on genetic alterations of the heterogenous small cell lung cancer (SCLC) are rare. We carried out the present study to clarify the genomic alterations and TMB levels of Chinese SCLC patients by whole-exome sequencing. MATERIALS AND METHODS: Whole-exome sequencing by next-generation sequencing technique was implemented on twenty SCLC samples. Significant somatic mutations and copy number variations were screened, followed by comparison with the data extracted from COSMIC. Besides, altered signaling pathways were examined in order to figure out actionable targets. RESULTS: A total of 8,062 nonsynonymous mutations were defined. The number of mutations for each case ranged from 98 to 864. As for base substitutions, a total of 15,817 substitutions were detected with C > A conversion which was correlated to smoking occupying 25.57%. The TMB values ranged from 2.51/Mb to 22.1/Mb with a median value of 9.95/Mb. RB1 was the most frequently mutated gene altered in 18 (90%) cases, followed by TP53 altered in 17 (85%) cases. Other commonly changed genes were PTEN, and RBL1, with frequencies of 55% and 50%, respectively. SOX2 significantly amplified in 6 (30%) cases and MYCN amplified in 1 (5%) patient. Notch signaling pathway and PI3K/AKT/mTOR signaling pathway were universally and significantly changed. Major genomic alterations were in consistency with data from COSMIC, but frequencies of less common mutations were different. CONCLUSION: TP53 and RB1 inactivations were universally detected in SCLC. The Notch and PI3K/AKT/mTOR signaling pathways were both significantly altered, implying potential actionable targets.
Assuntos
Neoplasias Pulmonares/genética , Mutação/genética , Carcinoma de Pequenas Células do Pulmão/genética , Biomarcadores Tumorais/genética , Variações do Número de Cópias de DNA/genética , Feminino , Genômica/métodos , Humanos , Masculino , Pessoa de Meia-Idade , PTEN Fosfo-Hidrolase/genética , Fosfatidilinositol 3-Quinases/genética , Transdução de Sinais/genética , Serina-Treonina Quinases TOR/genética , Proteína Supressora de Tumor p53/genética , Sequenciamento do Exoma/métodosRESUMO
Grass carp (223.85-757.33 g) were fed diets supplemented with magnesium (73.54-1054.53 mg/kg) for 60 days to explore the impacts of magnesium deficiency on the growth and intestinal structural integrity of the fish. The results demonstrated that magnesium deficiency suppressed the growth and damaged the intestinal structural integrity of the fish. We first demonstrated that magnesium is partly involved in (1) attenuating antioxidant ability by suppressing Nrf2 signalling to decrease antioxidant enzyme mRNA levels and activities (except CuZnSOD mRNA levels and activities); (2) aggravating apoptosis by activating JNK (not p38MAPK) signalling to upregulate proapoptotic protein (Apaf-1, Bax and FasL) and caspase-2, -3, -7, -8 and -9 gene expression but downregulate antiapoptotic protein (Bcl-2, IAP and Mcl-1b) gene expression; (3) weakening the function of tight junctional complexes (TJs) by promoting myosin light chain kinase (MLCK) signalling to downregulate TJ gene expression [except claudin-7, ZO-2b and claudin-15 gene expression]. Additionally, based on percent weight gain (PWG), against reactive oxygen species (ROS), against caspase-9 and claudin-3c in grass carp, the optimal dietary magnesium levels were calculated to be 770.38, 839.86, 856.79 and 811.49 mg/kg, respectively.
Assuntos
Carpas/metabolismo , Deficiência de Magnésio/metabolismo , Magnésio/metabolismo , Animais , Antioxidantes/metabolismo , Mucosa Intestinal/metabolismo , Espécies Reativas de Oxigênio/metabolismo , Transdução de SinaisRESUMO
The underlying mechanisms for acquired resistance to epidermal growth factor receptor-tyrosine kinase inhibitors (EGFR-TKIs) in about 30%-40% of non-small cell lung cancer (NSCLC) patients remain elusive. Recent studies have suggested that activation of epithelial-mesenchymal transition (EMT) and type 1 insulin-like growth factor receptor (IGF1R) is associated with acquired EGFR-TKIs resistance in NSCLC. Our study aims to further explore the mechanism of EMT and IGF1R in acquired EGFR-TKIs resistance in NSCLC cell lines with mutant (PC-9) or wild-type EGFR (H460). Compared to parental cells, EGFR-TKIs-resistant PC-9/GR and H460/ER cells displayed an EMT phenotype and showed overexpression of IGF1R. SiIGF1R in PC-9/GR and H460/ER cells reversed EMT-related morphologies and reversed their resistance to EGFR-TKIs. Exogenous IGF-1 alone induced EMT in EGFR-TKIs-naïve PC-9 and H460 cells and increased their resistance against EGFR-TKIs. Inducing EMT by TGF-ß1 in PC-9 and H460 cells decreased their sensitivity to EGFR-TKIs, whereas reversing EMT by E-cadherin overexpression in PC-9/GR and H460/ER cells restored their sensitivity to EGFR-TKIs. These data suggest that IGF1R plays an important role in acquired drug resistance against EGFR-TKIs by inducing EMT. Targeting IGF1R and EMT may be a potential therapeutic strategy for advanced NSCLC with acquired EGFR-TKIs resistance.
Assuntos
Antineoplásicos/farmacologia , Carcinoma Pulmonar de Células não Pequenas/tratamento farmacológico , Resistencia a Medicamentos Antineoplásicos , Transição Epitelial-Mesenquimal , Receptores ErbB/antagonistas & inibidores , Neoplasias Pulmonares/tratamento farmacológico , Neoplasias Pulmonares/genética , Inibidores de Proteínas Quinases/farmacologia , Receptores de Somatomedina/metabolismo , Caderinas/genética , Caderinas/metabolismo , Carcinoma Pulmonar de Células não Pequenas/enzimologia , Carcinoma Pulmonar de Células não Pequenas/genética , Carcinoma Pulmonar de Células não Pequenas/patologia , Linhagem Celular Tumoral , Relação Dose-Resposta a Droga , Resistencia a Medicamentos Antineoplásicos/genética , Transição Epitelial-Mesenquimal/efeitos dos fármacos , Receptores ErbB/genética , Receptores ErbB/metabolismo , Regulação Neoplásica da Expressão Gênica , Humanos , Fator de Crescimento Insulin-Like I/farmacologia , Neoplasias Pulmonares/enzimologia , Neoplasias Pulmonares/patologia , Mutação , Fenótipo , Interferência de RNA , Receptor IGF Tipo 1 , Receptores de Somatomedina/agonistas , Receptores de Somatomedina/genética , Transdução de Sinais , Transfecção , Fator de Crescimento Transformador beta1/farmacologia , Regulação para CimaRESUMO
PURPOSE: Recent clinical trials showed that the sequential combination of epidermal growth factor receptor tyrosine kinase inhibitors (EGFR-TKIs) and chemotherapy could prolong the PFS and/or OS of advanced non-small cell lung cancer (NSCLC) patients with EGFR mutation. The aim of present study was to assess the optimal combination sequence and to explore its possible mechanism. METHODS: PC-9 cells and A549 cells, the lung adenocarcinoma cells with mutant and wide-type EGFR respectively, were treated with docetaxel/gefitinib alone or in different combination schedules. The EGFR and K-ras gene status was determined by qPCR-HRM technique. Cell proliferation was detected by MTT assay. The expression and phosphorylation of EGFR, ERK, Akt and IGF-1R were detected by western blot. Cell cycle distribution was observed by flow cytometry. RESULTS: Only sequential administration of docetaxel followed by gefitinib (D â G) induced significant synergistic effect in both cell lines (Combination Index<0.9). The reverse sequence (G â D) resulted in an antagonistic interaction in both cell lines (CI>1.1), whereas the concurrent administration (D+G) showed additive (0.9Assuntos
Carcinoma Pulmonar de Células não Pequenas/patologia
, Neoplasias Pulmonares/patologia
, Quinazolinas/administração & dosagem
, Quinazolinas/farmacologia
, Taxoides/administração & dosagem
, Taxoides/farmacologia
, Antineoplásicos/administração & dosagem
, Antineoplásicos/farmacologia
, Protocolos de Quimioterapia Combinada Antineoplásica
, Ciclo Celular/efeitos dos fármacos
, Linhagem Celular Tumoral
, Proliferação de Células/efeitos dos fármacos
, Docetaxel
, Esquema de Medicação
, Receptores ErbB/genética
, Receptores ErbB/metabolismo
, Gefitinibe
, Genes ras/genética
, Humanos
, Sistema de Sinalização das MAP Quinases/efeitos dos fármacos
, Fosforilação/efeitos dos fármacos
, Inibidores de Proteínas Quinases/farmacologia
RESUMO
Elevated CO(2) may reduce the tolerance of Nilaparvata lugen (N. lugens) to adverse environmental factors through the biological and physiological degeneration of N. lugens. In an artificial climate box, under 375 and 750 µL L(-1) CO(2) levels, the rice stems nutrient content, the nutrient content and enzyme activities of N. lugens nymph fed on rice seedlings exposed to ambient and elevated CO(2) were studied. The results showed that rice stems had significantly higher protein and total amino acid levels under ambient than elevated CO(2) levels. Nymphs had significantly higher protein levels in the ambient CO(2) treatment, while their glucose levels were significantly lower under ambient CO(2) conditions. Significantly higher trypsin activity was observed in nymphs grown in elevated CO(2). Significantly lower activities of the protective enzymes total superoxide dismutase and catalase were observed in the nymphs under ambient CO(2). Meanwhile, the activity of the detoxification enzyme glutathione S-transferase was significantly higher in the ambient CO(2) treatment. Measuring how energy and resources were allocated to enzymes in N. lugens nymphs under elevated CO(2) conditions can provide a more meaningful evaluation of their metabolic tolerances to adverse climatic conditions.