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1.
Eur Radiol ; 2024 Jul 19.
Artigo em Inglês | MEDLINE | ID: mdl-39028376

RESUMO

OBJECTIVES: This study aimed to evaluate the potential of deep learning (DL)-assisted automated three-dimensional quantitative tumor burden at MRI to predict postoperative early recurrence (ER) of hepatocellular carcinoma (HCC). MATERIALS AND METHODS: This was a single-center retrospective study enrolling patients who underwent resection for BCLC A and B HCC and preoperative contrast-enhanced MRI. Quantitative total tumor volume (cm3) and total tumor burden (TTB, %) were obtained using a DL automated segmentation tool. Radiologists' visual assessment was used to ensure the quality control of automated segmentation. The prognostic value of clinicopathological variables and tumor burden-related parameters for ER was determined by Cox regression analyses. RESULTS: A total of 592 patients were included, with 525 and 67 patients assigned to BCLC A and B, respectively (2-year ER rate: 30.0% vs. 45.3%; hazard ratio (HR) = 1.8; p = 0.007). TTB was the most important predictor of ER (HR = 2.2; p < 0.001). Using 6.84% as the threshold of TTB, two ER risk strata were obtained in overall (p < 0.001), BCLC A (p < 0.001), and BCLC B (p = 0.027) patients, respectively. The BCLC B low-TTB patients had a similar risk for ER to BCLC A patients and thus were reassigned to a BCLC An stage; whilst the BCLC B high-TTB patients remained in a BCLC Bn stage. The 2-year ER rate was 30.5% for BCLC An patients vs. 58.1% for BCLC Bn patients (HR = 2.8; p < 0.001). CONCLUSIONS: TTB determined by DL-based automated segmentation at MRI was a predictive biomarker for postoperative ER and facilitated refined subcategorization of patients within BCLC stages A and B. CLINICAL RELEVANCE STATEMENT: Total tumor burden derived by deep learning-based automated segmentation at MRI may serve as an imaging biomarker for predicting early recurrence, thereby improving subclassification of Barcelona Clinic Liver Cancer A and B hepatocellular carcinoma patients after hepatectomy. KEY POINTS: Total tumor burden (TTB) is important for Barcelona Clinic Liver Cancer (BCLC) staging, but is heterogenous. TTB derived by deep learning-based automated segmentation was predictive of postoperative early recurrence. Incorporating TTB into the BCLC algorithm resulted in successful subcategorization of BCLC A and B patients.

2.
Int J Mol Sci ; 25(14)2024 Jul 11.
Artigo em Inglês | MEDLINE | ID: mdl-39062879

RESUMO

DNA methylation is a key epigenetic mechanism orchestrating gene expression networks in many biological processes. Nonetheless, studying the role of specific gene methylation events in fish faces challenges. In this study, we validate the regulation of DNA methylation on empty spiracles homeobox 2 (emx2) expression with decitabine treatment in Chinese tongue sole testis cells. We used the emx2 gene as the target gene and developed a new DNA methylation editing system by fusing dnmt3a with catalytic dead Cas9 (dCas9) and demonstrated its ability for sequence-specific DNA methylation editing. Results revealed that utilizing dCas9-dnmt3a to target emx2 promoter region led to increased DNA methylation levels and decreased emx2 expression in Chinese tongue sole testis cells. More importantly, the DNA methylation editing significantly suppressed the expression of MYC proto-oncogene, bHLH transcription factor (myc), one target gene of emx2. Furthermore, we assessed the off-target effects of dCas9-dnmt3a and confirmed no significant impact on the predicted off-target gene expression. Taken together, we developed the first DNA methylation editing system in marine species and demonstrated its effective editing ability in Chinese tongue sole cells. This provides a new strategy for both epigenetic research and molecular breeding of marine species.


Assuntos
Metilação de DNA , Edição de Genes , Proteínas de Homeodomínio , Testículo , Animais , Masculino , Proteínas de Homeodomínio/genética , Proteínas de Homeodomínio/metabolismo , Testículo/metabolismo , Edição de Genes/métodos , Sistemas CRISPR-Cas , Fatores de Transcrição/genética , Fatores de Transcrição/metabolismo , Linguados/genética , Regiões Promotoras Genéticas/genética , Proteínas de Peixes/genética , Proteínas de Peixes/metabolismo , DNA Metiltransferase 3A
3.
Med Sci Monit ; 27: e931729, 2021 Jun 06.
Artigo em Inglês | MEDLINE | ID: mdl-34092780

RESUMO

BACKGROUND Nursing education is an important part of the "9+3" vocational education program led by Sichuan Province. In the internship stage, nursing students of Tibetan ethnicity may have problems of intercultural adaptation in the process of getting along with patients, which may affect the effective nursing outcome. The purpose of this study was to clarify the current situation of transcultural adaptation of Tibetan trainee nurses and to provide more theoretical support and guidance. MATERIAL AND METHODS We collected 237 valid survey questionnaires, based on Ward's acculturation process model, from a total of 363 Tibetan trainee nurses in the "9+3" free vocational education program in Chengdu, Luzhou, and Nanchong of Sichuan Province. The SPSSAU project (2020), an online application software retrieved from https://www.spssau.com, was used for data coding and archiving. RESULTS The results of questionnaire and data analysis showed that the overall level of transcultural adaptation of Tibetan trainee nurses was that the number of people with poor adaptation was slightly higher than those with good adaptation, and most Tibetan trainee nurses were in the middle level. Meanwhile, sociocultural adaptation was better than psychological adaptation. There were no statistically significant differences among the 4 grouping variables: gender, student home region, the city where the internship hospital was located, and whether they were from a single-child family or not. CONCLUSIONS The results revealed that there was still transcultural maladjustment among Tibetan nurses in the internship stage, and the psychological maladjustment was more obvious than the sociocultural maladjustment. We provide countermeasures and suggestions to solve the problems of transcultural adaptation reflected in the research.


Assuntos
Aculturação , Adaptação Psicológica , Educação em Enfermagem/métodos , Ajustamento Social , Enfermagem Transcultural/métodos , Adulto , Cultura , Educação/métodos , Educação/estatística & dados numéricos , Avaliação Educacional , Feminino , Humanos , Masculino , Relações Enfermeiro-Paciente , Estudantes de Enfermagem/psicologia , Tibet/etnologia
4.
Fish Physiol Biochem ; 47(2): 339-350, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33405062

RESUMO

Paralichthys olivaceus is the kind of cold-water benthic marine fish. In the early stages of development, the symmetrical juveniles transform into an asymmetrical body shape through metamorphosis for adapting benthic life. After that, one side of the fish body is attached to the ground, and the eyes turn to the opposite side which is called ocular side. The body color also appears asymmetry. The skin on the ocular side is dark brown, and the skin on the blind side is white without pigmentation. Pseudo-albinism and hypermelanosis have been considered distinct body color disorders in flatfish. Pseudo-albinism and hypermelanosis in Paralichthys olivaceus are due to abnormal or uneven pigment distribution, due to the interaction of hereditary and environmental factors, rather than a single-nucleotide mutation of a specific gene. Here, we report three single-nucleotide polymorphisms (SNPs) responsible for both pseudo-albinism and hypermelanosis, which are located on two body color-related genes involved in melanogenesis-related pathways. c.2440C>A (P. V605I) and c.2271-96T>C are located on the Inositol 1,4,5-trisphosphate receptor type 2-like (ITPR2) (Gene ID: 109624047), they are located in exon 16 and the non-coding region, respectively, and c.2406C>A (P.H798N) is located in exon 13 of the adenylate cyclase type 6-like (AC6) gene(Gene ID: 109630770). ITPR2 and AC6 expression, which both participate in the thyroid hormone synthesis pathway associated with pseudo-albinism and hypermelanosis in P. olivaceus, were also investigated using qRT-PCR. In hypermelanotic fish, there were relatively higher levels of expression in ITPR2 and AC6 mRNA of hyper-pigmented skin of blind side than that of non-pigmented skin on the blind side and pigmented skin on the ocular side, while in pseudo-albino fish, expression level of ITPR2 and AC6 mRNA in pigmented skin of ocular side was significantly higher than that in non-pigmented skin both ocular and blind side. The results indicated that the expression of the two genes in abnormal parts of body color is positively correlated with pigmentation, suggesting that the influence of abnormal expression of two genes on the pigmentation in abnormal parts of body color deserves further study.


Assuntos
Proteínas de Peixes/metabolismo , Linguado/genética , Linguado/fisiologia , Receptores de Inositol 1,4,5-Trifosfato/metabolismo , Polimorfismo de Nucleotídeo Único , Pigmentação da Pele/genética , Adenilil Ciclases/genética , Adenilil Ciclases/metabolismo , Animais , Proteínas de Peixes/genética , Genótipo , Receptores de Inositol 1,4,5-Trifosfato/genética
5.
Microb Pathog ; 120: 64-70, 2018 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-29635052

RESUMO

Bacterial infection in the mammary gland parenchyma induces local and subsequently systemic inflammation that results in a complex disease. Mastitis in bovine is the result of various factors which function together. This review is aimed to analyze the factors involved in the pathogenesis of common bacterial species for bovine mastitis. The bacterial growth patterns, signaling pathway and the pathogen-associated molecular patterns (PAMPs) which activate immune responses is discussed. Clear differences in bacterial infection pattern are shown between bacterial species and illustrated TLRs, NLRs and RLGs molecular mechanism for the initiation of intramammary infection. The underlying reasons for the differences and the resulting host response are analyzed. Understandings of the mechanisms that activate and regulate these responses are central to the development of efficient anticipatory and treatment management. The knowledge of bovine mammary gland to common mastitis causing pathogens with possible immune mechanism could be a new conceptual understanding for the prospect of mastitis control program.


Assuntos
Infecções Bacterianas/imunologia , Interações Hospedeiro-Patógeno/imunologia , Glândulas Mamárias Animais/imunologia , Mastite Bovina/imunologia , Receptores de Reconhecimento de Padrão/imunologia , Viroses/imunologia , Animais , Apoptose/imunologia , Infecções Bacterianas/veterinária , Proteínas da Membrana Bacteriana Externa/imunologia , Proteínas de Bactérias/imunologia , Bovinos , Citocinas/imunologia , Infecções por Escherichia coli/imunologia , Infecções por Escherichia coli/microbiologia , Infecções por Escherichia coli/veterinária , Feminino , Imunidade Inata/imunologia , Inflamação/imunologia , Mastite Bovina/microbiologia , Mastite Bovina/virologia , Proteínas NLR/imunologia , Necrose/imunologia , Infecções Estafilocócicas/imunologia , Infecções Estafilocócicas/microbiologia , Infecções Estafilocócicas/veterinária , Viroses/veterinária
6.
J Cell Sci ; 126(Pt 15): 3401-8, 2013 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-23729736

RESUMO

MicroRNAs (miRNAs) are endogenous small non-coding RNAs that play crucial roles in numerous biological processes. However, the role of miRNAs in skin color determination in fish has not been completely determined. Here, we identified that 13 miRNAs are differentially expressed between red and white skin. The analysis of miRNA spatial and temporal expression patterns suggests that miR-429 is a potential regulator of skin pigmentation. miR-429 silencing results in an obvious change in skin pigmentation. Bioinformatics analysis and a luciferase reporter assay show that miR-429 directly regulates expression of Foxd3 by targeting its 3'-untranslated (3'-UTR) region. miR-429 silencing leads to a substantial increase in the expression of Foxd3 in vivo, thereby repressing the transcription of MITF and its downstream genes, such as TYR, TYRP1 or TYRP2. These findings would provide a novel insight into the determination of skin color in fish.


Assuntos
Carpas/metabolismo , MicroRNAs/metabolismo , Fenômenos Fisiológicos da Pele/genética , Pigmentação da Pele/genética , Animais , Carpas/genética , MicroRNAs/biossíntese , MicroRNAs/genética
7.
Gut Microbes ; 16(1): 2379439, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-39052777

RESUMO

Efflux pumps play a crucial role in the development of antibiotic resistance. The aim of this study was to investigate the relationship between efflux pump gene expression and resistance gene mutations in Helicobacter pylori. Twenty-six clinical strains with varying resistance characteristics were selected for further experiment. Seven susceptible strains were induced to become resistant, and the expression of efflux pump genes and point mutations were recorded. Four susceptible strains were selected to undergo candidate mutation construction, and changes in efflux pump gene expression were detected. Efflux pump knockout strains were constructed, and their effects on preventing and reversing antibiotic resistance gene mutations were assessed. Results showed that the expression of efflux pump genes hefA and hefD was significantly higher in the multidrug-resistant group compared to other groups. During the process of antibiotic-induced resistance, efflux pump gene expression did not exhibit a steady increase or decrease. Strains with the A2143G or A2142G point mutations in 23S rRNA exhibited lower hefA gene expression. Strains with mutations at 87K/91N, 87N/91 G, 87K/91D, or 87N/91Y in gyrA and the 194insertA mutation in rdxA showed higher hefA gene expression compared to the wild-type strain. During the process of antibiotic-induced resistance, the strain with the knockout of the efflux pump gene hefA developed mutations in the 23S rRNA, gyrA, or rdxA genes later compared to the wild-type strain. Knockout of the efflux pump gene could reverse the phenotypic resistance to clarithromycin or metronidazole in some strains but had no effect on reverse resistance gene mutation. This study suggested that different resistance gene point mutations may have varying effects on efflux pump gene expression. Knockout of the efflux pump gene can delay or prevent antibiotic resistance gene mutations to some extent and can reverse phenotypic resistance to clarithromycin and metronidazole in certain strains.


Assuntos
Antibacterianos , Proteínas de Bactérias , Infecções por Helicobacter , Helicobacter pylori , Proteínas de Membrana Transportadoras , Helicobacter pylori/genética , Helicobacter pylori/efeitos dos fármacos , Helicobacter pylori/metabolismo , Antibacterianos/farmacologia , Proteínas de Membrana Transportadoras/genética , Proteínas de Membrana Transportadoras/metabolismo , Infecções por Helicobacter/microbiologia , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismo , Humanos , Farmacorresistência Bacteriana/genética , Mutação Puntual , Mutação , Testes de Sensibilidade Microbiana , Regulação Bacteriana da Expressão Gênica , Farmacorresistência Bacteriana Múltipla/genética , RNA Ribossômico 23S/genética , DNA Girase/genética , DNA Girase/metabolismo
8.
Abdom Radiol (NY) ; 49(3): 774-782, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37999742

RESUMO

PURPOSE: Increasing studies have focused on neoadjuvant chemotherapy (NCT) in rectal cancer. However, few studies explored the differences in radiographic variation between patients treated with NCT and neoadjuvant chemoradiotherapy (NCRT). METHODS: Stage II/III rectal cancer patients from March 2016 to December 2019 meeting the criteria treated with NCRT or NCT were included. MRI features, including tumor location, longitudinal length, DWI signal, MRI tumor regression grade (mrTRG), and radiomic texture features, before and after neoadjuvant treatments were reviewed. RESULTS: 116 patients with NCRT and 61 with NCT were analyzed. Among these patients, 46 patients in the NCRT group and 18 in the NCT group were responders with pathological TRG0-1. Within these responders, the mean tumor longitudinal length regression rate (TLRR) of the NCT group was 60.08 ± 11.17%, which was significantly higher than the 50.73 ± 15.28% of the NCRT group (p = 0.010). The proportion of high signal in the DWI image after NCT was higher than that of the NCRT group (88.89% vs 50.00%, p = 0.004). NCT responders had significantly higher median change rates than those of NCRT responders in 11 radiomic features, especially those shape features. CONCLUSION: MRI images change differently between responders treated with NCRT and those with NCT in rectal cancer. The tumor volumetry and some radiomic features change more obviously in NCT responders, and the tumor signal changes more obviously in NCRT responders. During the evaluation of the response of the tumor to the neoadjuvant treatments, images of patients should be treated differently.


Assuntos
Quimiorradioterapia , Neoplasias Retais , Humanos , Resultado do Tratamento , Estadiamento de Neoplasias , Neoplasias Retais/diagnóstico por imagem , Neoplasias Retais/terapia , Neoplasias Retais/patologia , Imageamento por Ressonância Magnética
9.
Trials ; 24(1): 397, 2023 Jun 13.
Artigo em Inglês | MEDLINE | ID: mdl-37312165

RESUMO

BACKGROUND: For patients with low- and intermediate-risk stage II/III rectal cancer, current studies have reached a consensus that preoperative radiotherapy may be dispensed with, and neoadjuvant chemotherapy (NCT) alone might achieve an accepted local control. Our previous phase II study has evidenced that the morphological response of NCT could be better judged at a relatively early stage. Low- and intermediate-risk stage II/III rectal cancer patients could achieve a high rate of tumor shrinkage and downgrade after only 4 cycles of NCT and obvious tumor morphological changes could be observed after 2 cycles of NCT. However, there is still a lack of more detailed stratification and evidence for pathological criteria. The aim of the present study (comparison of the pathological response to 2 or 4 cycles of neoadjuvant CAPOX in II/III rectal cancer patients with low/intermediate risks, COPEC trial) is to determine the pathological tumor regression grade (pTRG) rate of 2 or 4 cycles of NCT in low- and intermediate-risk stage II/III rectal cancer and verify the feasibility of early identification of chemotherapy-insensitive population. METHODS/DESIGN: This is a multicenter, prospective, non-inferior, randomized controlled trial (RCT) initiated by West China Hospital of Sichuan University and designed to be conducted in fourteen hospitals around China. Eligible patients will be centrally randomized into 2 or 4 cycles of CAPOX in a 1:1 ratio using the central automated randomization system offered by the O-trial online system ( https://plus.o-trial.com/ ) and accept total mesorectal excision after 2 or 4 cycles of CAPOX (oxaliplatin 130 mg/m2, once daily on day 1, every 21 days and capecitabine 1000 mg/m2, twice daily on days 1 to 14, every 21 days). The primary endpoint is the proportion of patients with pathological no-tumor regression (pTRG 3), which is determined postoperatively by each sub-center and verified by the primary center. DISCUSSION: COPEC trial is designed to verify that the preoperative CAPOX chemotherapy for low- and intermediate-risk stage II/III rectal cancer could achieve a good response judgment after 2 cycles and obtain the tumor pathological response rate after 2 cycles of CAPOX. We hope the COPEC trial could help in establishing a consensus standard of low- and intermediate-risk rectal cancer and the early identification of stage II/III rectal patients with low- and intermediate-risk who are poorly responding to NCT. TRIAL REGISTRATION: Clinicaltrial.gov NCT04922853. Registered on June 4, 2021.


Assuntos
Terapia Neoadjuvante , Neoplasias Retais , Humanos , Terapia Neoadjuvante/efeitos adversos , Neoplasias Retais/tratamento farmacológico , Capecitabina/efeitos adversos , China , Consenso , Ensaios Clínicos Controlados Aleatórios como Assunto , Estudos Multicêntricos como Assunto
10.
Dev Biol ; 351(1): 200-7, 2011 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-21195706

RESUMO

The left/right asymmetry of adult flatfishes (Pleuronectiformes) is remarkable given the external body symmetry of the larval fish. The best-known change is the migration of their eyes: one eye migrates from one side to the other. Two extinct primitive pleuronectiformes with incomplete orbital migration have again attracted public attention to the mechanism of eye migration, a subject of speculation and research for over a century. Cranial asymmetry is currently believed to be responsible for eye migration. Contrary to that hypothesis, we show here that the initial migration of the eye is caused by cell proliferation in the suborbital tissue of the blind side and that the twist of frontal bone is dependent on eye migration. The inhibition of cell proliferation in the suborbital area of the blind side by microinjected colchicine was able to prevent eye migration and, thereafter, cranial asymmetry in juvenile Solea senegalensis (right sideness, Soleidae), Cynoglossus semilaevis (left sideness, Cynoglossidae), and Paralichthys olivaceus (left sideness, Paralichthyidae) with a bottom-dwelling lifestyle. Our results correct the current misunderstanding that eye migration is driven by the cranial asymmetry and simplify the explanation for broken left/right eye-symmetry. Our findings should help to focus the search on eye migration-related genes associated with cell proliferation. Finally, a novel model is proposed in this research which provides a reasonable explanation for differences in the migrating eye between, and sometimes within, different species of flatfish and which should aid in our overall understanding of eye migration in the ontogenesis and evolution of Pleuronectiformes.


Assuntos
Proliferação de Células , Olho/crescimento & desenvolvimento , Assimetria Facial/embriologia , Linguados/crescimento & desenvolvimento , Metamorfose Biológica/fisiologia , Órbita/citologia , Animais , Olho/citologia , Linguados/anatomia & histologia , Larva/crescimento & desenvolvimento
11.
Front Oncol ; 12: 791496, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35924149

RESUMO

Background: The Lung Immune Prognostic Index (LIPI) combines the lactate dehydrogenase (LDH) level and the derived neutrophil-to-lymphocyte ratio (dNLR). A lot of studies have shown that LDH and dNLR are associated with the prognosis of advanced non-small cell lung cancer (NSCLC) in patients treated with programmed cell death protein 1 (PD-1) or programmed death-ligand 1 (PD-L1) inhibitors. However, previous results were inconsistent, and the conclusions remain unclear. This meta-analysis aimed to investigate the predictive value of pretreatment LDH and dNLR for NSCLC progression in patients treated with PD-1/PD-L1 inhibitors. Methods: PubMed, Embase, and the Cochrane Library were searched by two researchers independently for related literature before March 2020. Hazard ratios (HRs) with 95% confidence intervals (CIs) for progression-free survival (PFS) and overall survival (OS) were extracted to assess the predictive value of LDH and dNLR. STATA 15. 0 was used to perform the meta-analysis. Results: A total of 3,429 patients from 26 studies were included in this meta-analysis. The results revealed that high pretreatment LDH was related to poor OS (HR = 1.19, 95%CI = 1.11-1.24, p < 0.001), but not closely related to poor PFS (HR = 1.02, 95%CI = 1.00-1.04, p = 0.023 < 0.05). The pooled results for dNLR suggested that high pretreatment dNLR was related to poor OS (HR = 1.55, 95%CI = 1.33-1.80, p < 0.001) and PFS (HR = 1.33, 95%CI = 1.16-1.54, p < 0.001). Conclusion: Both pretreatment LDH and dNLR have the potential to serve as peripheral blood biomarkers for patients with advanced NSCLC treated with PD-1/PD-L1 inhibitors. However, more studies on LDH are needed to evaluate its predictive value for PFS in patients with NSCLC.

12.
Front Oncol ; 12: 873709, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35795057

RESUMO

Background: Interstitial lung disease (ILD) is the most serious complication of chemotherapy in lung cancer patients with pre-existing ILD. The effect of anti-angiogenic drugs in lung cancer patients with ILD remains unclear. We examined the effect of anti-angiogenic drugs on reducing the risk of ILD progression in non-small cell lung cancer (NSCLC) patients receiving chemotherapy. Methods: We analyzed the risk of ILD progression in 52 patients with advanced NSCLC with ILD who received first-line chemotherapy with (anti-angiogenic group, n = 22) and without (non-anti-angiogenic group, n = 30) anti-angiogenic drugs between August 2014 and January 2021. Results: The incidences of chemotherapy-related ILD progression were significantly lower in the anti-angiogenic than in the non-anti-angiogenic groups (0% vs. 20.0%, p = 0.033). However, there were no differences in other events as the competing risk factors of ILD progression between the two groups. The overall-cumulative incidence of ILD progression during the first-line and subsequent chemotherapy was 30.8% (16 of the 52). The median progression-free survival had no significant difference between the anti-angiogenic and the non-anti-angiogenic groups (10.3 vs. 8.1 months, p = 0.386). Conclusions: The addition of anti-angiogenic drugs to chemotherapy regimens may reduce the risk of chemotherapy-related ILD progression in patients with NSCLC-ILD.

13.
Neural Netw ; 150: 87-101, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-35306463

RESUMO

Unsupervised feature selection is one of the efficient approaches to reduce the dimension of unlabeled high-dimensional data. We present a novel adaptive autoencoder with redundancy control (AARC) as an unsupervised feature selector. By adding two Group Lasso penalties to the objective function, AARC integrates unsupervised feature selection and determination of a compact network structure into a single framework. Besides, a penalty based on a measure of dependency between features (such as Pearson correlation, mutual information) is added to the objective function for controlling the level of redundancy in the selected features. To realize the desired effects of different regularizers in different phases of the training, we introduce adaptive parameters which change with iterations. In addition, a smoothing function is utilized to approximate the three penalties since they are not differentiable at the origin. An ablation study is carried out to validate the capabilities of redundancy control and structure optimization of AARC. Subsequently, comparisons with nine state-of-the-art methods illustrate the efficiency of AARC for unsupervised feature selection.

14.
Asia Pac J Oncol Nurs ; 9(11): 100118, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-36158703

RESUMO

Objective: Meaning in life (MIL) and family cohesion are important concerns for the palliative care population; however, evidence of the relationship between MIL and family cohesion is scarce. Therefore, this study aimed to examine the relationship between MIL and family cohesion and explore the factors that influence MIL among the palliative care population. Methods: In this cross-sectional study, 205 patients with advanced cancer were recruited from two palliative care units in China. Data were collected using the meaning in life scale (MiLS), the family cohesion subscale of the Family Adaptability and Cohesion Scale, second edition, Chinese version, and the Karnofsky Performance Status Scale (KPS). Multivariate linear regression models were used to examine the relationship between family cohesion and perceived MIL and identify the potential factors of participants' MiLS score. Results: The mean MiLS score was 100.90 (SD â€‹= â€‹9.17). The results showed that family cohesion (r â€‹= â€‹0.313, P â€‹< â€‹0.001) and KPS scores (r â€‹= â€‹0.311, P â€‹< â€‹0.001) were positively correlated with MiLS scores. Multivariate linear regression revealed that MIL was significantly influenced by family cohesion, KPS score, sex, religiosity, whether participants lived alone, and their medical insurance payment method (Adjust R 2 â€‹= â€‹28.4%, F â€‹= â€‹6.281, P â€‹= â€‹0.013). Conclusions: Our findings indicate a positive relationship between family cohesion and MIL, suggesting that clinicians should consider increasing patients' family cohesion as an approach to enhance perceived MIL.

15.
Abdom Radiol (NY) ; 47(11): 3660-3670, 2022 11.
Artigo em Inglês | MEDLINE | ID: mdl-35997800

RESUMO

PURPOSE: This study aimed to evaluate the image quality and diagnostic value of compressed sensing-sensitivity encoding (CS-SENSE) accelerated 3-dimensional (3D) T2-weighted turbo spin-echo (T2W TSE) sequence in patients with rectal cancer compared with conventional 3D and 2-dimensional (2D) sequences. METHODS: A total of 54 patients who underwent the above three sequences were enrolled. Two radiologists independently reviewed the image quality using an ordinal 5-point Likert scale. The quantitative measurement was performed to calculate the signal-to-noise ratio (SNR) and contrast-to-noise ratio (CNR). The diagnostic value was assessed using TN staging, extramural vascular invasion and mesorectal fascia status. Friedman and McNemar's tests were applied for comparative analysis. RESULTS: Forty-two patients were successfully included. Compared with 3D and 2D sequences, the CS-SENSE 3D sequence speeded up by 39% and 23%, respectively. The edge sharpness of CS-SENSE 3D images was similar to that of 3D and 2D images. The noise of CS-SENSE 3D images was comparable to that of 3D images but higher than that of 2D images. The SNRtumor and SNRrectal wall of CS-SENSE 3D images were considerably lower than those of 3D and 2D images. The CNR of CS-SENSE 3D images was similar to that of 3D images but lower than that of 2D images. However, no considerable differences were noted in diagnostic value among the three sequences. CONCLUSIONS: CS-SENSE 3D T2 sequence provided comparable diagnostic performance, with substantially reduced imaging time and no significant sacrifices in image quality. This technique may serve as a reliable tool for evaluating rectal cancer.


Assuntos
Imageamento por Ressonância Magnética , Neoplasias Retais , Humanos , Imageamento Tridimensional/métodos , Imageamento por Ressonância Magnética/métodos , Estudos Prospectivos , Neoplasias Retais/diagnóstico por imagem , Razão Sinal-Ruído
16.
Hum Vaccin Immunother ; 18(6): 2143154, 2022 Nov 30.
Artigo em Inglês | MEDLINE | ID: mdl-36412232

RESUMO

Previous clinical studies had not shown expected results in advanced pancreatic cancer (APC) with single-agent checkpoint inhibitors. Until the present day, little is known about their performance in real-world settings. So, in this study, we investigate the ICIs' efficacy and safety in Chinese APC patients. Patients with APC who received ICIs between November 2018 to June 2021 were enrolled in this retrospective study. The efficacy end points included overall survival (OS), progression-free survival (PFS), objective response rate (ORR), disease control rate (DCR) and adverse events (AEs). This study included 104 patients and the median OS (mOS) and median PFS (mPFS) were 9.1 and 5.4 months, respectively. In the subgroup analyses, the mOS was longer for patients receiving combined radiotherapy than for those that didn't (13.8 vs 7.0 months, p < .001), whereas the mPFS was also longer, and the ORR and DCR were higher. Specifically, the mOS was longer for patients who had received a combination of chemotherapy than for those combined with targeted therapy (11.6 vs 5.6 months, p = .002), with the mPFS being also longer. ICIs as a first-line treatment could resulted to better survival. The mOS was longer for patients with a high TMB compared to those with low (19.3 vs 7.2 months, p = .004), whereas AEs were considered to be tolerable. The combination therapy of ICIs was proved to be safe and effective for treating APC, especially the combination of chemotherapy and radiotherapy, which would benefit from additional prospective studies.


Assuntos
Inibidores de Checkpoint Imunológico , Neoplasias Pancreáticas , Humanos , Inibidores de Checkpoint Imunológico/efeitos adversos , Estudos Prospectivos , População do Leste Asiático , Estudos Retrospectivos , Neoplasias Pancreáticas/tratamento farmacológico , Neoplasias Pancreáticas
17.
Comp Funct Genomics ; 2011: 256038, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-21584274

RESUMO

Flatfish is famous for the asymmetric transformation during metamorphosis. The molecular mechanism behind the asymmetric development has been speculated over a century and is still not well understood. To date, none of the metamorphosis-related genes has been identified in flatfish. As the first step to screen metamorphosis-related gene, we constructed a whole-body cDNA library and a whole-body miRNA library in this study and identified 1051 unique ESTs, 23 unique miRNAs, and 4 snoRNAs in premetamorphosing and prometamorphosing Paralichthys olivaceus. 1005 of the ESTs were novel, suggesting that there was a special gene expression profile at metamorphic stage. Four miRNAs (pol-miR-20c, pol-miR-23c, pol-miR-130d, and pol-miR-181e) were novel to P. olivaceus; they were characterized as highly preserved homologies of published miRNAs but with at least one nucleotide differed. Representative 24 mRNAs and 23 miRNAs were quantified during metamorphosis of P. olivaceus by using quantitative RT PCR or stem-loop qRT PCR. Our results showed that 20 of mRNAs might be associated with early metamorphic events, 10 of mRNAs might be related with later metamorphic events, and 16 of miRNAs might be involved in the regulation of metamorphosis. The data provided in this study would be helpful for further identifying metamorphosis-related gene in P. olivaceus.

18.
Gene ; 780: 145522, 2021 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-33631243

RESUMO

Eye migration during flatfish metamorphosis is driven by asymmetrical cell proliferation. To figure out Prolactin (PRL) function in this process, the full-length cDNA of prl was cloned from Japanese flounder (Paralichthys olivaceus) in our study. The deduced PRL protein shares highly conserved sequence with other teleosts, but has several amino acids loss compared with higher vertebrates, including amphibians, reptiles, avian and mammals. Spatio-temporal expression of prl gene displayed its extensive expression in the early development stages, while the limited expression of prl was observed in the pituitary, brain, and intestine of adult fish. In situ hybridization showed the asymmetrical distribution patterns of prl gene around the eyes during metamorphosis, which was coincident with the cell proliferation signals. Colchicine inhibited cell proliferation and reduced the prl gene expression, which indicates that PRL was involved in cell proliferation in the suborbital area of the migrating eye. The treatment of methimazole and 9-cis-retinoic acid respectively led to a reduction in the number of proliferating cells and the downregulation of prl expression, suggesting PRL was regulated by thyroid hormone signaling pathway and retinoic acid related signaling pathways. The results gave us a basic understanding of PRL function during flatfish metamorphosis.


Assuntos
Olho/enzimologia , Proteínas de Peixes , Linguado , Regulação da Expressão Gênica no Desenvolvimento , Metamorfose Biológica , Prolactina , Animais , Proteínas de Peixes/biossíntese , Proteínas de Peixes/genética , Linguado/embriologia , Linguado/genética , Prolactina/biossíntese , Prolactina/genética
19.
Front Cell Infect Microbiol ; 11: 819506, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-35186783

RESUMO

BACKGROUND: Antimicrobial susceptibility testing (AST) plays a vital role in anti-Helicobacter pylori treatment, but the traditional AST method has difficulty detecting heteroresistance, which may cause an increased prevalence of resistant strains and eradication failure. AIMS: To investigate the characteristics of heteroresistance in H. pylori in gastric biopsies and investigate its clinical relevance. METHOD: A total of 704 gastric biopsies were selected for 23S rRNA and gyrA gene sequencing, 470 H. pylori isolates from these biopsies were selected for AST, and the clinical characteristics of the patients were reviewed. RESULT: For the 699 biopsies that were positive for 23S rRNA gene, 98 (14.0%) showed a heteroresistance genotype, and a wild type (WT) combined with A2143G (86.7%) genotype was found in most samples. For the 694 biopsies that were positive for gyrA gene, 99 (14.3%) showed a heteroresistance genotype, and a WT combined with 87K (26.3%) or WT combined with 91N (23.2%) genotype was predominant. According to the E-test results, the resistance rates of heteroresistance genotype samples for clarithromycin and levofloxacin were 36.2% and 68.1%, respectively. When dividing the heteroresistance samples into different groups according to the sequencing profile peaks of the mutation position, the resistance rates were higher along with mutation peaks at the mutation position. In addition, patients infected with mutated or heteroresistant strains showed lower peptic ulcer detection rates than those infected with the WT strain (p < 0.05). CONCLUSION: Heteroresistance genotypes for clarithromycin and levofloxacin were not rare in H. pylori. Most cases with a heteroresistance genotype showed a susceptible phenotype for clarithromycin and a resistance phenotype for levofloxacin. Patients infected with heteroresistance genotype strains showed a lower peptic ulcer detection rate than those infected with the WT strain.


Assuntos
Infecções por Helicobacter , Helicobacter pylori , Antibacterianos/farmacologia , Antibacterianos/uso terapêutico , Biópsia , Farmacorresistência Bacteriana/genética , Infecções por Helicobacter/diagnóstico , Humanos , Testes de Sensibilidade Microbiana , RNA Ribossômico 23S/genética
20.
Genes Brain Behav ; 20(5): e12716, 2021 06.
Artigo em Inglês | MEDLINE | ID: mdl-33200539

RESUMO

The immunomodulatory function of nitric oxide synthase (NOS2) has been extensively studied. However, some behavioral abnormalities caused by its mutations have been found in a few rodent studies, of which the molecular mechanism remains elusive. In this research, we generated nos2b gene knockout zebrafish (nos2bsou2/sou2 ) using CRISPR/Cas9 approach and investigated their behavioral and molecular changes by doing a series of behavioral detections, morphological measurements, and molecular analyses. We found that, compared with nos2b+/+ zebrafish, nos2bsou2/sou2 zebrafish exhibited enhanced motor activity; additionally, nos2bsou2/sou2 zebrafish were characterized by smaller brain size, abnormal structure of optic tectum, reduced mRNA level of presynaptic synaptophysin and postsynaptic homer1, and altered response to sodium nitroprusside/methylphenidate hydrochloride treatment. These findings will likely contribute to future studies of behavioral regulation.


Assuntos
Atividade Motora , Óxido Nítrico Sintase/genética , Proteínas de Peixe-Zebra/genética , Animais , Encéfalo/metabolismo , Deleção de Genes , Proteínas de Arcabouço Homer/genética , Proteínas de Arcabouço Homer/metabolismo , Mutação , Óxido Nítrico Sintase/metabolismo , Sinaptofisina/genética , Sinaptofisina/metabolismo , Peixe-Zebra , Proteínas de Peixe-Zebra/metabolismo
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