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With increasing stress in daily life and work, subhealth conditions induced by "Shi-Re Shanghuo" syndrome was gradually universal. "Huanglian Jiedu Wan" (HLJDW) was the first new syndrome Chinese medicine approved for the treatment of "Shi-Re Shanghuo" with promising clinical efficacy. Preliminary small-sample clinical studies have identified some notable biomarkers (succinate, 4-hydroxynonenal, etc.). However, the correlation and underlying mechanism between these biomarkers of HLJDW intervention on "Shi-Re Shanghuo" syndrome remained ambiguous. Therefore, this study was designed as a randomized, double-blind, multicenter, placebo-controlled Phase II clinical trial, employing integrated analysis techniques such as non-targeted and targeted metabolomics, salivary microbiota, proteomics, parallel peaction monitoring, molecular docking and surface plasmon resonance (SPR). The results of the correlation analysis indicated that HLJDW could mediate the balance between inflammation and immunity through succinate produced via host and microbial source to intervene "Shi-Re Shanghuo" syndrome. Further through the HIF1α/MMP9 pathway, succinate regulated downstream arachidonic acid metabolism, particularly the lipid peroxidation product 4-hydroxynonenal. Finally, an animal model of recurrent oral ulcers induced by "Shi-Re Shang Huo" was established and HLJDW was used for intervention, key essential indicators (succinate, glutamine, 4-hydroxynonenal, arachidonic acid metabolism) essential in the potential pathway HIF1α/MMP9 discovered in clinical practice were validated. The results were found to be consistent with our clinical findings. Taken together, succinate was observed as an important signal that triggered immune responses, which might serve as a key regulatory metabolic switch or marker of "Shi-Re Shanghuo" syndrome treated with HLJDW.
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Medicamentos de Ervas Chinesas , Metaloproteinase 9 da Matriz , Animais , Ácido Araquidônico , Biomarcadores , Simulação de Acoplamento Molecular , Succinatos/uso terapêutico , Ácido Succínico , HumanosRESUMO
A randomized, double-blind, placebo-controlled, multi-center phase â ¡ clinical trial design was used in this study to recruit subjects who were in line with the syndrome of excess heat and fire toxin, and were diagnosed as recurrent oral ulcers, gingivitis, and acute pharyngitis. A total of 240 cases were included and randomly divided into a placebo group and a Huanglian Jiedu Pills group. The clinical efficacy of Huanglian Jiedu Pills in treating the syndrome of excess heat and fire toxin was evaluated by using the traditional Chinese medicine(TCM) syndrome scale. Enzyme-linked immunosorbent assay(ELISA) was used to determine and evaluate the levels of adenosine triphosphate(ATP), 4-hydroxynonenal(4-HNE), and adrenocorticotropic hormone(ACTH) in plasma of the two groups before and after administration and to predict their application value as clinical biomarkers. The results showed that the disappearance rate of main symptoms in the Huanglian Jiedu Pills group was 69.17%, and that in the placebo group was 50.83%. The comparison between the Huanglian Jiedu Pills group and the placebo group showed that 4-HNE before and after administration was statistically significant(P<0.05). The content of 4-HNE in the Huanglian Jiedu Pills group decreased significantly after administration(P<0.05), but that in the placebo group had no statistical significance and showed an upward trend. After administration, the content of ATP in both Huanglian Jiedu Pills group and placebo group decreased significantly(P<0.05), indicating that the energy metabolism disorder was significantly improved after administration of Huanglian Jiedu Pills and the body's self-healing ability also alleviated the increase in ATP level caused by the syndrome of excess heat and fire toxin to a certain extent. ACTH in both Huanglian Jiedu Pills group and placebo group decreased significantly after administration(P<0.05). It is concluded that Huanglian Jiedu Pills has a significant clinical effect, and can significantly improve the abnormal levels of ATP and 4-HNE in plasma caused by the syndrome of excess heat and fire toxin, which are speculated to be the effective clinical biomarkers for Huanglian Jiedu Pills to treat the syndrome of excess heat and fire toxin.
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Hormônio Adrenocorticotrópico , Temperatura Alta , Humanos , Medicina Tradicional Chinesa , Trifosfato de AdenosinaRESUMO
It is well known that lectin-like oxidized low-density lipoprotein (ox-LDL) and its receptor LOX-1, angiotensin II (AngII) and its type 1 receptor (AT1-R) play an important role in the development of cardiac hypertrophy. However, the molecular mechanism is not clear. In this study, we found that ox-LDL-induced cardiac hypertrophy was suppressed by inhibition of LOX-1 or AT1-R but not by AngII inhibition. These results suggest that the receptors LOX-1 and AT1-R, rather than AngII, play a key role in the role of ox-LDL. The same results were obtained in mice lacking endogenous AngII and their isolated cardiomyocytes. Ox-LDL but not AngII could induce the binding of LOX-1 and AT1-R; inhibition of LOX-1 or AT1-R but not AngII could abolish the binding of these two receptors. Overexpression of wild type LOX-1 with AT1-R enhanced ox-LDL-induced binding of two receptors and phosphorylation of ERKs, however, transfection of LOX-1 dominant negative mutant (lys266ala / lys267ala) or an AT1-R mutant (glu257ala) not only reduced the binding of two receptors but also inhibited the ERKs phosphorylation. Phosphorylation of ERKs induced by ox-LDL in LOX-1 and AT1-R-overexpression cells was abrogated by an inhibitor of Gq protein rather than Jak2, Rac1 or RhoA. Genetically, an AT1-R mutant lacking Gq protein coupling ability inhibited ox-LDL induced ERKs phosphorylation. Furthermore, through bimolecular fluorescence complementation analysis, we confirmed that ox-LDL rather than AngII stimulation induced the direct binding of LOX-1 and AT1-R. We conclude that direct binding of LOX-1 and AT1-R and the activation of downstream Gq protein are important mechanisms of ox-LDL-induced cardiomyocyte hypertrophy.
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Angiotensina II , Receptores Depuradores Classe E , Angiotensina II/metabolismo , Angiotensina II/farmacologia , Animais , Células Cultivadas , Lipoproteínas LDL/metabolismo , Camundongos , Miócitos Cardíacos/metabolismo , Receptores de LDL/metabolismo , Receptores de LDL Oxidado/metabolismo , Receptores Depuradores Classe E/genética , Receptores Depuradores Classe E/metabolismoRESUMO
BACKGROUND: Neonatal hypothermia is common around the world; however, profound hypothermia is a very rare-but life-threatening-event. CLINICAL FINDINGS: This was a very rare case involving a 15-day old preterm infant diagnosed with profound hypothermia (rectal temperature, 27°C) concomitant with severe coagulation dysfunction and leukopenia on admission. PRIMARY DIAGNOSIS: Profound hypothermia together with severe coagulopathy, leukopenia, late-onset sepsis, and pneumonia. INTERVENTIONS: The patient was rewarmed slowly, with a rectal temperature rising at a rate of 0.5°C/h < R < 1°C/h. Vital signs were closely monitored. Coagulation factors were supplemented by intravenous infusion of fresh frozen plasma. Supportive treatment with intravenous infusion of immunoglobulin was provided, and antibiotics were used empirically. Nil per os and intravenous rehydration were also implemented. OUTCOMES: The condition of the preterm infant gradually improved and was successfully discharged. PRACTICE RECOMMENDATIONS: Profound hypothermia is very rare in preterm infants. However, once it occurs, it may be concomitant with severe coagulopathy and leukopenia. Successful management involves slow rewarming, prompt supplementation of coagulation factors, empirical antibiotics, and supportive treatment.
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Hipotermia , Leucopenia , Antibacterianos/uso terapêutico , Humanos , Hipotermia/complicações , Hipotermia/terapia , Lactente , Recém-Nascido , Recém-Nascido Prematuro , Leucopenia/complicações , Leucopenia/terapia , ReaquecimentoRESUMO
The aim of this study is to explore the association between umbilical cord blood (UCB) vitamin A levels and late preterm infants morbidities. We conducted a prospective cohort study of 208 late-preterm infants(from 34 0/7 to 36 6/7 weeks gestational age) between January 1, 2014 and June 30, 2015. UCB specimens were collected shortly after birth, and vitamin A levels were determined by enzyme-linked immunosorbent assay. Prevalence of low UCB vitamin A level < 0.7 µmol/L was 37.5% in late preterm infants. In comparison to vaginal delivery, cesarean section was associated with UCB vitamin A level < 0.7 µmol/L (P < 0.001). Nevertheless, UCB vitamin A levels did not correlate with gestational age, birth weight, and gender. UCB vitamin A level < 0.7 µmol/L was not an independent risk factor for hospitalization, oxygen supplementation, hyperbilirubinemia, sepsis, and respiratory distress syndrome.Conclusions: Low umbilical cord blood vitamin A levels are common among late-preterm infants. Cesarean section delivery is associated with low umbilical cord blood vitamin A level. Low umbilical cord blood vitamin A levels at birth do not increase morbidity of late-preterm infants, including hyperbilirubinemia, sepsis, and respiratory distress syndrome. What is Known: ⢠Late preterm infants have a higher morbidity and mortality rates when compared to term infants. ⢠Low plasma vitamin A levels increase the risk of preterm infants' morbidity. What is New: ⢠Late preterm infants commonly have low level of umbilical cord blood vitamin A. ⢠Low umbilical cord blood vitamin A level at birth appears to be not associated with the morbidity of late-preterm infants. ⢠Cesarean section is associated with low umbilical cord blood vitamin A level < 0.7 µmol/L compared with vaginal delivery.
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Sangue Fetal , Vitamina A , Cesárea , Feminino , Idade Gestacional , Humanos , Lactente , Recém-Nascido , Recém-Nascido Prematuro , Morbidade , Gravidez , Estudos ProspectivosRESUMO
Serum preß1-high-density lipoprotein (preß1-HDL) was defined by two-dimensional non-denaturing linear gel electrophoresis and apolipoprotein A-I immunoblotting. However, there are still debatable questions for its quantification and coronary artery disease (CAD) relevance. We have established a novel and simple method for human serum preß1-HDL quantification. We found that human lower preß1-HDL is an independent predictor for severer coronary artery stenosis. In this chapter, we will discuss all these.
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Doenças Cardiovasculares , Lipoproteínas de Alta Densidade Pré-beta , Apolipoproteína A-I/sangue , Doenças Cardiovasculares/sangue , Doença da Artéria Coronariana/sangue , Eletroforese em Gel Bidimensional , Lipoproteínas de Alta Densidade Pré-beta/sangue , HumanosRESUMO
BACKGROUND: High IS level has been demonstrated to be associated with vascular calcification and lymphocyte functional disorders, which are both risk factors of CVD. Low HDL-c level is a risk factor of CVD in CKD patients. This study was designed to explore the potential relationship between IS and HDL-c levels in early stages of CKD population. METHODS: Patients of CKD stage 1-3 were enrolled in this cross-sectional study. Correlations between HDL-c and IS levels were investigated among various clinicopathological variables through independent samples t test and multivariate logistic regression. RESULTS: A total of 205 CKD patients (96 men) aged 43.27 ± 13.80 years old were included in this research. There were 96 patients (46 men) in CKD stage1 and 109 (50 men) in CKD stage 2 or stage 3. IS levels were significantly higher in CKD 2 + 3 group (1.50 ± 1.74 µg/ml vs. 0.94 ± 0.66 µg/ml, p = 0.007), while HDL-c levels were lower (1.19 ± 0.39 mmol/L vs. 1.33 ± 0.45 mmol/L, p = 0.017) compared to CKD 1 group. Among all the patients, a negative correlation was observed between IS and HDL-c levels (r = -0.244, p = 0.001). IS level was an independent risk factor for low HDL-c (<1.04 mmol/L) incidence even after controlling for potential confounders including concomitant disease, age, sex, blood pressure, BMI and laboratory biochemical test including eGFR (OR = 1.63, 95% CI: 1.11-2.39, p = 0.013). IS and HDL-c were both risk factors for predicting CKD stage 3. CONCLUSIONS: In early CKD stages, low HDL-c level is associated with increased IS levels, which may be an important contributor in the development of dyslipidemia in CKD patients.
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HDL-Colesterol/sangue , Indicã/sangue , Insuficiência Renal Crônica/sangue , Insuficiência Renal Crônica/fisiopatologia , Adulto , Estudos Transversais , Progressão da Doença , Dislipidemias/etiologia , Feminino , Taxa de Filtração Glomerular , Humanos , Modelos Logísticos , Masculino , Pessoa de Meia-Idade , Análise Multivariada , Valor Preditivo dos Testes , Medição de Risco/métodos , Fatores de RiscoRESUMO
BACKGROUND: The burden of symptoms and risk of exacerbations are the main drivers of the overall assessment of the Chronic Obstructive Pulmonary Disease (COPD) and the adequate treatment approaches per current Global Initiative for Chronic Obstructive Lung Disease (GOLD). Physical activity has emerged as both functional outcome and non-pharmacological intervention in COPD patients, despite the lack of standardized measures or guidelines in clinical practice. This study aimed to explore in more depth the 24-h respiratory symptoms, the physical activity level (PAL) and the relationship between these two determinants in stable COPD patients. METHODS: This was a multinational, multicenter, observational, cross-sectional study conducted in ten European countries and Israel. Dedicated questionnaires for each part of the day (morning, daytime, night) were used to assess respiratory symptoms. PAL was evaluated with self- and interview-reported tools [EVS (exercise as vital sign) and YPAS (Yale Physical Activity Survey)], and physician's judgement. Patients were stratified in ABCD groups by 2013 and 2017 GOLD editions using the questionnaires currently recommended: modified Medical Research Council dyspnea scale and COPD Assessment Test. RESULTS: The study enrolled 2190 patients (mean age: 66.9 years; male: 70.0%; mean % predicted FEV1: 52.6; GOLD groups II-III: 84.5%; any COPD treatment: 98.9%). Most patients (> 90%) reported symptoms in any part of the 24-h day, irrespective of COPD severity. PAL evaluations showed discordant results between patients and physicians: 32.9% of patients considered themselves completely inactive, while physicians judged 11.9% patients as inactive. By YPAS, the overall study population spent an average of 21.0 h/week performing physical activity, and 68.4% of patients were identified as sedentary. In any GOLD ABCD group, the percentage of inactive patients was high. Our study found negative, weak correlations between respiratory symptoms and self-reported PAL (p < 0.001). CONCLUSIONS: Despite regular treatment, the majority of stable COPD patients with moderate to severe disease experienced daily variable symptoms. Physical activity level was low in this COPD cohort, and yet overestimated by physicians. With evidence indicating the negative consequences of inactivity, its adequate screening, a more active promotion and regular assessment of physical activity are urgently needed in COPD patients for better outcomes. TRIAL REGISTRATION: NCT03031769 , retrospectively registered, 23 Jan 2017.
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Exercício Físico/fisiologia , Internacionalidade , Doença Pulmonar Obstrutiva Crônica/diagnóstico , Doença Pulmonar Obstrutiva Crônica/epidemiologia , Comportamento Sedentário , Autorrelato/normas , Adulto , Idoso , Estudos Transversais , Europa (Continente)/epidemiologia , Feminino , Humanos , Israel/epidemiologia , Masculino , Pessoa de Meia-Idade , Doença Pulmonar Obstrutiva Crônica/fisiopatologiaRESUMO
Levels of polyunsaturated phosphatidylcholine (PC) influence plasma membrane structure and function. Phosphatidylcholine (PC) is synthesized de novo in the Kennedy pathway and then undergoes extensive deacylation/reacylation remodeling via Lands' cycle (non-Kennedy pathway). The reacylation is catalyzed by lysophosphatidylcholine acyltransferase (LPCAT), which adds a polyunsaturated fatty acid at the sn-2 position. Four LPCAT isoforms have been described to date, among which we found LPCAT3 to be the major isoform in adipose tissue, but its exact role in adipogenesis is unclear. In this study, we aimed to investigate whether LPCAT3 activity affects 3T3L1 cell adipogenic differentiation potential and its underline mechanism. Lentivirus-mediated LPCAT3 shRNA expression stably knocked down LPCAT3 in 3T3L1 preadipocytes and LPCAT3 deficiency dramatically reduced the levels of cellular polyunsaturated PCs. Importantly, we found that this deficiency activated the ß-catenin dependent Wnt signaling pathway, which suppressed the expression of adipogenesis-related genes, thereby inhibiting 3T3L1 preadipocyte differentiation and lipid accumulation. Moreover, three different Wnt/ß-catenin pathway inhibitors reversed the effect of LPCAP3 deficiency, suggesting that Wnt/ß-catenin pathway activation is one of the causes for the observed phenotypes. To the best of our knowledge, we show here for the first time that PC remodeling is an important regulator of adipocyte differentiation.
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1-Acilglicerofosfocolina O-Aciltransferase/deficiência , Adipócitos/fisiologia , Adipogenia/fisiologia , Via de Sinalização Wnt/fisiologia , 1-Acilglicerofosfocolina O-Aciltransferase/genética , Células 3T3-L1 , Acilação/fisiologia , Animais , Membrana Celular/metabolismo , Ácidos Graxos Insaturados/metabolismo , Técnicas de Silenciamento de Genes , Lipogênese/fisiologia , Camundongos , Fosfatidilcolinas/metabolismo , RNA Interferente Pequeno/metabolismoRESUMO
OBJECTIVE: Phospholipid transfer protein (PLTP) is highly expressed in adipose tissues. Thus, the effect of adipose tissue PLTP on plasma lipoprotein metabolism was examined. APPROACH AND RESULTS: We crossed PLTP-Flox-ΔNeo and adipocyte protein 2 (aP2)-Cre recombinase (Cre) transgenic mice to create PLTP-Flox-ΔNeo/aP2-Cre mice that have a 90 and a 60% reduction in PLTP mRNA in adipose tissue and macrophages, respectively. PLTP ablation resulted in a significant reduction in plasma PLTP activity (22%), high-density lipoprotein-cholesterol (21%), high-density lipoprotein-phospholipid (20%), and apolipoprotein A-I (33%) levels, but had no effect on nonhigh-density lipoprotein levels in comparison with those of PLTP-Flox-ΔNeo controls. To eliminate possible effects of PLTP ablation by macrophages, we lethally irradiated PLTP-Flox-ΔNeo/aP2-Cre mice and PLTP-Flox-ΔNeo mice, and then transplanted wild-type mouse bone marrow into them to create wild-typeâPLTP-Flox-ΔNeo/aP2-Cre and wild-typeâPLTP-Flox-ΔNeo mice. Thus, we constructed a mouse model (wild-typeâPLTP-Flox-ΔNeo/aP2-Cre) with PLTP deficiency in adipocytes but not in macrophages. These knockout mice also showed significant decreases in plasma PLTP activity (19%) and cholesterol (18%), phospholipid (17%), and apolipoprotein A-I (26%) levels. To further investigate the mechanisms behind the reduction in plasma apolipoprotein A-I and high-density lipoprotein lipids, we measured apolipoprotein A-I-mediated cholesterol efflux in adipose tissue explants and found that endogenous and exogenous PLTP significantly increased cholesterol efflux from the explants. CONCLUSIONS: Adipocyte PLTP plays a small but significant role in plasma PLTP activity and promotes cholesterol efflux from adipose tissues.
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Adipócitos/metabolismo , Tecido Adiposo/metabolismo , Lipoproteínas HDL/sangue , Proteínas de Transferência de Fosfolipídeos/metabolismo , Tecido Adiposo/citologia , Animais , Apolipoproteína A-I/sangue , Transplante de Medula Óssea , Células Cultivadas , Colesterol/sangue , Proteínas de Ligação a Ácido Graxo/genética , Genótipo , Integrases/genética , Macrófagos/metabolismo , Camundongos Knockout , Fenótipo , Proteínas de Transferência de Fosfolipídeos/deficiência , Proteínas de Transferência de Fosfolipídeos/genética , Fosfolipídeos/sangue , Fatores de Tempo , Técnicas de Cultura de TecidosRESUMO
BACKGROUND: In eukaryotic genomes, about 10% of genes are arranged in a head-to-head (H2H) orientation, and the distance between the transcription start sites of each gene pair is closer than 1 kb. Two genes in an H2H pair are prone to co-express and co-function. There have been many studies on bidirectional promoters. However, the mechanism by which H2H genes are regulated at the transcriptional level still needs further clarification, especially with regard to the co-regulation of H2H pairs. In this study, we first used the Hi-C data of chromatin linkages to identify spatially interacting H2H pairs, and then integrated ChIP-seq data to compare H2H gene pairs with and without evidence of spatial interactions in terms of their binding transcription factors (TFs). Using ChIP-seq and DNase-seq data, histones and DNase associated with H2H pairs were identified. Furthermore, we looked into the connections between H2H genes in a human co-expression network. RESULTS: We found that i) Similar to the behaviour of two genes within an H2H pair (intra-H2H pair), a gene pair involving two distinct H2H pairs (inter-H2H pair) which interact with each other spatially, share common transcription factors (TFs); ii) TFs of intra- and inter-H2H pairs are distributed differently. Factors such as HEY1, GABP, Sin3Ak-20, POL2, E2F6, and c-MYC are essential for the bidirectional transcription of intra-H2H pairs; while factors like CTCF, BDP1, GATA2, RAD21, and POL3 play important roles in coherently regulating inter-H2H pairs; iii) H2H gene blocks are enriched with hypersensitive DNase and modified histones, which participate in active transcriptions; and iv) H2H genes tend to be highly connected compared with non-H2H genes in the human co-expression network. CONCLUSIONS: Our findings shed new light on the mechanism of the transcriptional regulation of H2H genes through their linear and spatial interactions. For intra-H2H gene pairs, transcription factors regulate their transcriptions through bidirectional promoters, whereas for inter-H2H gene pairs, transcription factors are likely to regulate their activities depending on the spatial interaction of H2H gene pairs. In this way, two distinctive groups of transcription factors mediate intra- and inter-H2H gene transcriptions respectively, resulting in a highly compact gene regulatory network.
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Epistasia Genética , Regulação da Expressão Gênica , Ordem dos Genes , Transcrição Gênica , Sítios de Ligação , Cromatina/metabolismo , Análise por Conglomerados , Redes Reguladoras de Genes , Histonas/metabolismo , Humanos , Regiões Promotoras Genéticas , Ligação Proteica , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo , Sítio de Iniciação de TranscriçãoRESUMO
BACKGROUND/AIMS: The endothelial nitric oxide synthase (eNOS) gene has been enlisted by previous research as a candidate gene of preeclampsia predisposition. This study investigates the specific roles of 3 polymorphisms of the eNOS gene in a population of Chinese origin from mainland China. METHODS: We studied the association of 3 commonly studied polymorphisms of the eNOS gene, namely 4b/a, T-786C and Glu298Asp, in a case-controlled sample of 220 patients diagnosed with preeclampsia and 200 healthy controls. The association between eNOS polymorphisms and preeclampsia was evaluated by performing genotyping for the eNOS variants and calculating odds ratios (OR) and 95% confidence intervals. The plasma nitrite concentration in participants was determined to examine how 3 eNOS polymorphisms affect plasma nitric oxide (NO) concentrations in pregnant women. RESULTS: The frequencies of both the variant 298Asp allele and eNOS 4a allele were significantly lower in preeclamptic women than in the control group and had a significantly lower OR. The variant 298Asp allele and eNOS 4a are strongly associated with higher plasma NO concentrations in pregnant women. CONCLUSIONS: Polymorphisms in the eNOS gene may be protective against preeclampsia in a Chinese population, and this protective effect may be associated with NO formation in plasma in pregnant women.
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Povo Asiático/genética , Óxido Nítrico Sintase Tipo III/genética , Pré-Eclâmpsia/genética , Adulto , Estudos de Casos e Controles , China , Feminino , Frequência do Gene , Genótipo , Humanos , Óxido Nítrico/sangue , Polimorfismo de Nucleotídeo Único , Pré-Eclâmpsia/sangue , Gravidez , Adulto JovemRESUMO
BACKGROUND: Modifiers significantly impact disease phenotypes by modulating the effects of disease-causing variants, resulting in varying disease manifestations among individuals. However, identifying genetic interactions between modifier and disease-causing variants is challenging. RESULTS: We developed MDVarP, an ensemble model comprising 1000 random forest predictors, to identify modifier ~ disease-causing variant combinations. MDVarP achieves high accuracy and precision, as verified using an independent dataset with published evidence of genetic interactions. We identified 25 novel modifier ~ disease-causing variant combinations and obtained supporting evidence for these associations. MDVarP outputs a class label ("Associated-pair" or "Nonrelevant-pair") and two prediction scores indicating the probability of a true association. CONCLUSIONS: MDVarP prioritizes variant pairs associated with phenotypic modulations, enabling more effective mapping of functional contributions from disease-causing and modifier variants. This framework interprets genetic interactions underlying phenotypic variations in human diseases, with potential applications in personalized medicine and disease prevention.
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For the diagnosis and outcome prediction of gastric cancer (GC), machine learning methods based on whole slide pathological images (WSIs) have shown promising performance and reduced the cost of manual analysis. Nevertheless, accurate prediction of GC outcome may rely on multiple modalities with complementary information, particularly gene expression data. Thus, there is a need to develop multimodal learning methods to enhance prediction performance. In this paper, we collect a dataset from Ruijin Hospital and propose a multimodal learning method for GC diagnosis and outcome prediction, called GaCaMML, which is featured by a cross-modal attention mechanism and Per-Slide training scheme. Additionally, we perform feature attribution analysis via integrated gradient (IG) to identify important input features. The proposed method improves prediction accuracy over the single-modal learning method on three tasks, i.e., survival prediction (by 4.9% on C-index), pathological stage classification (by 11.6% on accuracy), and lymph node classification (by 12.0% on accuracy). Especially, the Per-Slide strategy addresses the issue of a high WSI-to-patient ratio and leads to much better results compared with the Per-Person training scheme. For the interpretable analysis, we find that although WSIs dominate the prediction for most samples, there is still a substantial portion of samples whose prediction highly relies on gene expression information. This study demonstrates the great potential of multimodal learning in GC-related prediction tasks and investigates the contribution of WSIs and gene expression, respectively, which not only shows how the model makes a decision but also provides insights into the association between macroscopic pathological phenotypes and microscopic molecular features.
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Aprendizado de Máquina , Neoplasias Gástricas , Neoplasias Gástricas/genética , Neoplasias Gástricas/patologia , Humanos , Interpretação de Imagem Assistida por Computador/métodos , Prognóstico , Perfilação da Expressão Gênica/métodosRESUMO
Neonatal varicella is indeed a rare condition, and most infants born to mothers with varicella have a good prognosis. However, in exceptional cases, neonatal varicella can be life-threatening, particularly for preterm infants. Therefore, it is vital to make an early diagnosis or predict the risk of neonatal varicella to ensure prompt treatment and improve prognosis. This report made an effort to early predict neonatal vericalla by using metagenomic next-generation sequencing (mNGS) in a preterm infant who was at risk for vericalla infection. A preterm infant born from a mother with varicella with symptom onset at 8 days before delivery, putting the infant at risk for varicella infection. Importantly, the patient develop pneumonia and pneumothorax, and neonatal vericella was suspected. Fortunately, the use of mNGS for testing the varicella gene in the serum promptly ruled out varicella zoster virus (VZV) infection in the patient, as indicated by a negative mNGS result. Subsequent follow-up, which included a 14-day stay in the hospital followed by an additional 7 days at home, confirmed this finding. Throughout this period, the patient did not exhibit any rash or other symptoms associated with varicella. Therefore, the novel approach of using mNGS allows neonatologists to predict and promptly address potential neonatal infections. This early detection is crucial, as delayed diagnosis or treatment could pose life-threatening risks, as exemplified by the case of neonatal varicella. In such cases, neonatologists can take proactive measures instead of standing by for at-risk neonates. Furthermore, given the severity of neonatal varicella as a life-threatening condition, the early exclusion of subsequent varicella infection by mNGS can offer reassurance to both family members and healthcare professionals.
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BACKGROUND: SLC7A9 is responsible for the exchange of dibasic amino acids and cystine (influx) for neutral amino acids (efflux). Cystine/cysteine transport is related to ferroptosis. METHODS: Sanger sequencing detected TP53 status of cancer cells. Transcriptomic sequencing and untargeted metabolome profiling were used to identify differentially expressed genes and metabolites, respectively, upon SLC7A9 overexpression. CCK8, cell clonality, and EdU assays were used to observe cell proliferation. Cystine probes, glutathione (GSH) probes, and lipid ROS probes were used to examine cystine, GSH, and lipid ROS levels. 13C metabolic flow assays were used to monitor cellular cystine and GSH metabolism. Patient-derived organoids (PDO), immunocompetent MFC mice allograft models and patient-derived xenograft (PDX) models were used to evaluate SLC7A9 impact on chemotherapeutic response and to observe therapeutic effect of SLC7A9 knockdown. FINDINGS: Elevated SLC7A9 expression levels in gastric cancer cells were attributed to p53 loss. SLC7A9 knockdown suppressed the proliferation and increased the chemotherapy sensitivity of the cells. Chemotherapy was more effective in PDX and immunocompetent mice models upon SLC7A9 knockdown. Differentially expressed genes and metabolites between the SLC7A9 overexpression and control groups were associated with ferroptosis and GSH metabolism. SLC7A9 knockdown reduced cystine transport into cells, hampered intracellular cystine and GSH metabolic flow, decreased GSH synthesis, and increased lipid ROS levels in gastric cancer cells. Erastin was more effective at inducing ferroptosis in PDO and PDX models upon SLC7A9 knockdown. INTERPRETATION: SLC7A9 promotes gastric cancer progression by acting as a suppressor of ferroptosis, independent of SLC7A11, which is negatively regulated by p53. FUNDING: This work was supported by National Natural Science Foundation of China, Innovation Promotion Program of NHC and Shanghai Key Labs SIBPT, and Shanghai Academy of Science & Technology.
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BACKGROUND: Tandem mass spectrometry (MS/MS) technology has been applied to identify proteins, as an ultimate approach to confirm the original genome annotation. To be able to identify gene fusion proteins, a special database containing peptides that cross over gene fusion breakpoints is needed. METHODS: It is impractical to construct a database that includes all possible fusion peptides originated from potential breakpoints. Focusing on 6259 reported and predicted gene fusion pairs from ChimerDB 2.0 and Cancer Gene Census, we for the first time created a database CanProFu that comprehensively annotates fusion peptides formed by exon-exon linkage between these pairing genes. RESULTS: Applying this database to mass spectrometry datasets of 40 human non-small cell lung cancer (NSCLC) samples and 39 normal lung samples with stringent searching criteria, we were able to identify 19 unique fusion peptides characterizing gene fusion events. Among them 11 gene fusion events were only found in NSCLC samples. And also, 4 alternative splicing events were characterized in cancerous or normal lung samples. CONCLUSIONS: The database and workflow in this work can be flexibly applied to other MS/MS based human cancer experiments to detect gene fusions as potential disease biomarkers or drug targets.
Assuntos
Carcinoma Pulmonar de Células não Pequenas/genética , Neoplasias Pulmonares/genética , Proteínas de Fusão Oncogênica/análise , Peptídeos/metabolismo , Espectrometria de Massas em Tandem/métodos , Processamento Alternativo , Carcinoma Pulmonar de Células não Pequenas/patologia , Bases de Dados Genéticas , Fusão Gênica , Humanos , Pulmão/metabolismo , Neoplasias Pulmonares/patologia , Fusão Oncogênica , Peptídeos/genética , Proteínas Recombinantes de Fusão/análiseRESUMO
To help researchers in the field of biology, medicine, chemistry, and materials science to use lipidomic data conveniently, there is an urgent need to develop a platform that provides a systematic knowledgebase of human lipid metabolism and lipidome-centric omics analysis tools. DBLiPro is a user-friendly webserver allowing for access to human metabolism-related lipids and proteins knowledge database and an interactive bioinformatics integrative analysis workflow for lipidomics, transcriptomics, and proteomics data. In DBLiPro, there are 3109 lipid-associated proteins (LAPs) and 2098 lipid metabolites in the knowledge base section, which were obtained from Uniprot, Kyoto Encyclopedia of Genes and Genomes (KEGG) and were further annotated by information from other public resources in the knowledge base section, such as RaftProt and PubChem. DBLiPro offers a step-by-step interactive analysis workflow for lipidomics, transcriptomics, proteomics, and their integrating multi-omics analysis focusing on the human lipid metabolism. In summary, DBLiPro is capable of helping users discover key molecules (lipids and proteins) in human lipid metabolism and investigate lipid-protein functions underlying mechanisms based on their own omics data. The DBLiPro is freely available at http://lipid.cloudna.cn/home.
RESUMO
Zearalenone (ZEA) is a mycotoxin commonly found in cereals and feedstuffs, which can induce oxidative stress and inflammation to cause liver damage in humans and animals. Betulinic acid (BA) is extracted from pentacyclic triterpenoids of many natural plants and has anti-inflammatory, and anti-oxidation biological activities in many studies. However, the protective effect of BA on liver injury induced by ZEA has not been reported. Therefore, this study aims to explore the protective effect of BA on ZEA-induced liver injury and its possible mechanism. In the mice experiment, ZEA exposure increased the liver index and caused histopathological impairment, oxidative damage, hepatic inflammatory responses, and increased hepatocyte apoptosis. However, when combined with BA, it could inhibit the production of ROS, up-regulate the proteins expression of Nrf2 and HO-1 and down-regulate the expression of Keap1, and alleviate oxidative damage and inflammation in the liver of mice. In addition, BA could alleviate ZEA-induced apoptosis and liver injury in mice by inhibiting the endoplasmic reticulum stress (ERS) and MAPK signaling pathways. In conclusion, this study revealed the protective effect of BA on the hepatotoxicity of ZEA for the first time, providing a new perspective for the development of ZEA antidote and the application of BA.
Assuntos
Doença Hepática Crônica Induzida por Substâncias e Drogas , Zearalenona , Humanos , Camundongos , Animais , Zearalenona/toxicidade , Zearalenona/metabolismo , Fator 2 Relacionado a NF-E2/metabolismo , Ácido Betulínico , Proteína 1 Associada a ECH Semelhante a Kelch/metabolismo , Transdução de Sinais , Estresse Oxidativo , Inflamação , Estresse do Retículo Endoplasmático , ApoptoseRESUMO
Zearalenone (ZEA) is a mycotoxin with estrogen-like biological activity, which widely present in feed and raw materials, with strong reproductive system toxicity and a major threat to animal reproduction. Betulinic acid (BA) is a natural plant compound with antioxidant, anti-inflammatory and other pharmacological activities. However, the mechanism of ZEA-induced uterine injury and the protective effect of BA have not been reported. Our results show that ZEA could cause uterine histopathological damage and cellular ultrastructural damage, affecting the secretion of sex hormones, such as estradiol (E2) and progesterone (P4), and increase the mRNA and protein expression of estrogen receptor α (ERα). ZEA could inhibit the activities of catalase (CAT) and superoxide dismutase (SOD), increase the production of malondialdehyde (MDA) and reactive oxygen species (ROS), and cause uterine oxidative stress. Furthermore, ZEA affected the homeostasis of uterine cell proliferation and death by regulating the expression of proliferating cell nuclear antigen (PCNA) and activating the mitochondrial apoptotic pathway. ZEA-induced uterine injury might be related to the activation of p38/ERK MAPK signaling pathway. However, the regulatory effect of ZEA on the uterus was reversed after BA treatment. In conclusion, the uterus is an important target organ attacked by ZEA, and BA showed a good therapeutic effect.