ABSTRACT
Cell-cell communication (CCC) is critical for determining cell fates and functions in multicellular organisms. With the advent of single-cell RNA-sequencing (scRNA-seq) and spatial transcriptomics (ST), an increasing number of CCC inference methods have been developed. Nevertheless, a thorough comparison of their performances is yet to be conducted. To fill this gap, we developed a systematic benchmark framework called ESICCC to evaluate 18 ligand-receptor (LR) inference methods and five ligand/receptor-target inference methods using a total of 116 data sets, including 15 ST data sets, 15 sets of cell line perturbation data, two sets of cell type-specific expression/proteomics data, and 84 sets of sampled or unsampled scRNA-seq data. We evaluated and compared the agreement, accuracy, robustness, and usability of these methods. Regarding accuracy evaluation, RNAMagnet, CellChat, and scSeqComm emerge as the three best-performing methods for intercellular ligand-receptor inference based on scRNA-seq data, whereas stMLnet and HoloNet are the best methods for predicting ligand/receptor-target regulation using ST data. To facilitate the practical applications, we provide a decision-tree-style guideline for users to easily choose best tools for their specific research concerns in CCC inference, and develop an ensemble pipeline CCCbank that enables versatile combinations of methods and databases. Moreover, our comparative results also uncover several critical influential factors for CCC inference, such as prior interaction information, ligand-receptor scoring algorithm, intracellular signaling complexity, and spatial relationship, which may be considered in the future studies to advance the development of new methodologies.
Subject(s)
Single-Cell Analysis , Software , Ligands , Single-Cell Analysis/methods , Algorithms , Cell Communication/genetics , Sequence Analysis, RNA/methodsABSTRACT
As an important disease biomarker, the development of sensitive detection strategies for miRNA, especially intracellular miRNA imaging strategies, is helpful for early diagnosis of diseases, pathological research, and drug development. Hybridization chain reaction (HCR) is widely used for miRNA imaging analysis because of its high specificity and lack of biological enzymes. However, the classic HCR reaction exhibits linear amplification with low efficiency, limiting its use for the rapid analysis of trace miRNA in living cells. To address this problem, we proposed a toehold-mediated exponential HCR (TEHCR) to achieve highly sensitive and efficient imaging of miRNA in living cells using ß-FeOOH nanoparticles as transfection vectors. The detection limit of TEHCR was as low as 92.7 fM, which was 8.8 × 103 times lower compared to traditional HCR, and it can effectively distinguish single-base mismatch with high specificity. The TEHCR can also effectively distinguish the different expression levels of miRNA in cancer cells and normal cells. Furthermore, TEHCR can be used to construct OR logic gates for dual miRNA analysis without the need for additional probes, demonstrating high flexibility. This method is expected to play an important role in clinical miRNA-related disease diagnosis and drug development as well as to promote the development of logic gates.
Subject(s)
MicroRNAs , Nucleic Acid Hybridization , MicroRNAs/analysis , MicroRNAs/metabolism , Humans , Limit of Detection , Nucleic Acid Amplification Techniques/methods , Ferric Compounds/chemistryABSTRACT
The identification of a specific tumor cell is crucial for the early diagnosis and treatment of cancer. However, it remains a challenge due to the limited sensitivity and accuracy, long response time, and low contrast of the recent approaches. In this study, we develop a dual miRNA-triggered DNA walker (DMTDW) assisted by APE1 for the specific recognition of tumor cells. miR-10b and miR-155 were selected as the research models. Without miR-10b and miR-155 presence, the DNA walker remains inactive as its walking strand of W is locked by L1 and L2. After miR-10b and miR-155 are input, the DNA walker is triggered as miR-10b and miR-155 bind to L1 and L2 of W-L1-L2, respectively, unlocking W. The DNA walker is driven by endogenous APE1 that is highly catalytic and is highly expressed in the cytoplasm of tumor cells but barely expressed in normal cells, ensuring high contrast and reaction efficiency for specific recognition of tumor cells. Dual miRNA input is required to trigger the DNA walker, making this strategy with a high accuracy. The DMTDW strategy exhibited high sensitivity for miRNA analysis with a detection limit of 44.05 pM. Living cell-imaging experiments confirmed that the DMTDW could effectively respond to the fluctuation of miRNA and specifically identified MDA-MB-231 cells from different cell lines. The proposed DMTDW is sensitive, rapid, and accurate for specific tumor cell recognition. We believe that the DMTDW strategy can become a powerful diagnostic tool for the specific recognition of tumor cells.
Subject(s)
DNA-(Apurinic or Apyrimidinic Site) Lyase , MicroRNAs , MicroRNAs/analysis , MicroRNAs/metabolism , MicroRNAs/genetics , Humans , DNA-(Apurinic or Apyrimidinic Site) Lyase/metabolism , DNA/chemistry , Cell Line, TumorABSTRACT
Recently, extensive works have focused on increasing the dissymmetry factors (glum) of various circularly polarized luminescence (CPL) materials, which is one of the most important factors for future applications of CPL. Herein, we designed a chiral co-assembled liquid crystal polymer (LCP) PTZ@R/S-PB2, which was prepared by chiral binary co-polymer (R/S-PB2) doped with achiral phenothiazine derivation dye (PTZ). For comparison, ternary co-polymerized LCP (R/S-PT) was synthesized by co-polymerizing with mesogenic monomer, chiral monomer and emissive monomer. Both PTZ@R/S-PB2 and R/S-PT showed aggregation-induced emission (AIE) properties. Interestingly, the CPL signals of both PTZ@R/S-PB2 and R/S-PT were reversed and amplified after thermal annealing treatment. The |glum| values of the co-assembled PTZ@R/S-PB2 were up to 0.13 at a 32â nm thickness, which was 5.4 times that of R/S-PT (|glum|=0.024). This is due to PTZ@R/S-PB2 could form more orderly chiral co-assembly structures. Noticeably, increasing the LCP film thickness could further improve the glum value, and the maximum glum of PTZ@R/S-PB2 could be enhanced to +0.91/-0.82 at a 220â nm thickness.
ABSTRACT
Amine ligands have been widely applied as morphology-directing reagents in nanostructure synthesis. In this work, we explored the application of the amine ligands in the active surface growth mechanism in place of the strong thiolated ligands. Despite being weaker compared to the thiols, amine ligands such as aniline were also shown to be capable of facilitating the template-less electrodeposition of Au nanowires (NWs) on the substrate via the active surface growth mechanism. Given the close binding difference between the amine-grafted substrate and the ligands, substrate functionalization becomes critically important for effective construction of the active surface and the growth of the nanowires. Additionally, the growth with the amine ligands took place at more positive reduction potentials and is less prone to splitting and bundle formation. A systematic generality study revealed that besides the aromatic amines, long-chain aliphatic amines were also capable of facilitating nanowire growth. Given the weak binding affinity of the amine ligands, the Au NWs are readily accessible for further processing to generate sophisticated one-dimensional structures. As a demonstration, tandem electrodeposition was performed to directly obtain coaxial core-shell Au@Pt NWs with adjustable length, diameter, and shell thickness.
ABSTRACT
Previous N-glycosylation approaches have predominately involved acidic conditions, facing challenges of low stereoselectivity and limited scope. Herein, we introduce a radical activation strategy that enables versatile and stereoselective N-glycosylation using readily accessible glycosyl sulfinate donors under basic conditions and exhibits exceptional tolerance towards various N-aglycones containing alkyl, aryl, heteroaryl and nucleobase functionalities. Preliminary mechanistic studies indicate a pivotal role of iodide, which orchestrates the formation of a glycosyl radical from the glycosyl sulfinate and subsequent generation of the key intermediate, a configurationally well-defined glycosyl iodide, which is subsequently attacked by an N-aglycone in a stereospecific SN2 manner to give the desired N-glycosides. An alternative route involving the coupling of a glycosyl radical and a nitrogen-centered radical is also proposed, affording the exclusive 1,2-trans product. This novel approach promises to broaden the synthetic landscape of N-glycosides, offering a powerful tool for the construction of complex glycosidic structures under mild conditions.
ABSTRACT
BACKGROUND: The prognosis of advanced gastric cancer (GC) invading the gastric serosa remains poor, mainly owing to high incidence of peritoneal recurrence. Patients with peritoneal metastases are often treated with neoadjuvant intraperitoneal and systemic chemotherapies (NIPS). Good responders to NIPS often undergo conversion gastrectomy. This study aims to explore biomarkers predicting the occurrence of peritoneal metastasis (PM) and evaluating the efficacy of NIPS in GC patients. METHODS: We collected six peritoneal lavage (PL) samples from two patients with PM, two without PM, and two with diminished PM after NIPS via intraperitoneal access ports. We equally isolated microRNAs from exosomes derived from PL samples for deep sequencing. Two microRNAs (hsa-let-7g-3p and hsa-miR-10395-3p) were identified, and their expression levels were examined in PL samples of 99 GC patients using qRT-PCR. Moreover, we performed in vivo and in vitro functional assays to investigate effects of these microRNAs on metastasis and chemoresistance of GC cells. RESULTS: Exosomal microRNA expression profiling of six PL samples indicated that the microRNA signature in exosomes of PLs from patients with diminished PM was similar to that from patients without PM. Expression levels of hsa-let-7g-3p and hsa-miR-10395-3p were associated with PM. In vivo and in vitro functional assays confirmed that hsa-let-7g-3p and hsa-miR-10395-3p are involved in GC metastasis and chemoresistance. CONCLUSION: PL-derived exosomes in GC contain large amounts of microRNAs related to PM. Moreover, hsa-let-7g-3p and hsa-miR-10395-3p could be used as biomarkers predicting PM and NIPS efficacy and are involved in GC metastasis and chemoresistance.
Subject(s)
Exosomes , MicroRNAs , Peritoneal Neoplasms , Stomach Neoplasms , Humans , Peritoneal Neoplasms/drug therapy , Peritoneal Neoplasms/genetics , Peritoneal Neoplasms/secondary , Stomach Neoplasms/drug therapy , Stomach Neoplasms/genetics , Stomach Neoplasms/pathology , Peritoneal Lavage , Neoadjuvant Therapy , MicroRNAs/genetics , MicroRNAs/metabolism , Biomarkers , Exosomes/genetics , Exosomes/metabolism , Gene Expression Regulation, NeoplasticABSTRACT
Lung cancer is a prevalent cancer type worldwide that often remains asymptomatic in its early stages and is frequently diagnosed at an advanced stage with a poor prognosis due to the lack of effective diagnostic techniques and molecular biomarkers. However, emerging evidence suggests that extracellular vesicles (EVs) may promote lung cancer cell proliferation and metastasis, and modulate the anti-tumor immune response in lung cancer carcinogenesis, making them potential biomarkers for early cancer detection. To investigate the potential of urinary EVs for non-invasive detection and screening of patients at early stages, we studied metabolomic signatures of lung cancer. Specifically, we conducted metabolomic analysis of 102 EV samples and identified metabolome profiles of urinary EVs, including organic acids and derivatives, lipids and lipid-like molecules, organheterocyclic compounds, and benzenoids. Using machine learning with a random forest model, we screened for potential markers of lung cancer and identified a marker panel consisting of Kanzonol Z, Xanthosine, Nervonyl carnitine, and 3,4-Dihydroxybenzaldehyde, which exhibited a diagnostic potency of 96% for the testing cohort (AUC value). Importantly, this marker panel also demonstrated effective prediction for the validation set, with an AUC value of 84%, indicating the reliability of the marker screening process. Our findings suggest that the metabolomic analysis of urinary EVs provides a promising source of non-invasive markers for lung cancer diagnostics. We believe that the EV metabolic signatures could be used to develop clinical applications for the early detection and screening of lung cancer, potentially improving patient outcomes.
Subject(s)
Extracellular Vesicles , Lung Neoplasms , Humans , Reproducibility of Results , Early Detection of Cancer , Biomarkers, Tumor/metabolism , Lung Neoplasms/diagnosis , Lung Neoplasms/metabolism , Extracellular Vesicles/metabolismABSTRACT
Many studies have indicated that non-coding RNA (ncRNA) dysfunction is closely related to numerous diseases. Recently, accumulated ncRNA-disease associations have made related databases insufficient to meet the demands of biomedical research. The constant updating of ncRNA-disease resources has become essential. Here, we have updated the mammal ncRNA-disease repository (MNDR, http://www.rna-society.org/mndr/) to version 3.0, containing more than one million entries, four-fold increment in data compared to the previous version. Experimental and predicted circRNA-disease associations have been integrated, increasing the number of categories of ncRNAs to five, and the number of mammalian species to 11. Moreover, ncRNA-disease related drug annotations and associations, as well as ncRNA subcellular localizations and interactions, were added. In addition, three ncRNA-disease (miRNA/lncRNA/circRNA) prediction tools were provided, and the website was also optimized, making it more practical and user-friendly. In summary, MNDR v3.0 will be a valuable resource for the investigation of disease mechanisms and clinical treatment strategies.
Subject(s)
Databases, Nucleic Acid , MicroRNAs/genetics , Neoplasms/genetics , RNA, Circular/genetics , RNA, Untranslated/genetics , Animals , Humans , Internet , Mammals , MicroRNAs/classification , MicroRNAs/metabolism , Molecular Sequence Annotation , Neoplasms/classification , Neoplasms/metabolism , Neoplasms/pathology , RNA, Circular/classification , RNA, Circular/metabolism , RNA, Untranslated/classification , RNA, Untranslated/metabolism , SoftwareABSTRACT
RNA endowed with both protein-coding and noncoding functions is referred to as 'dual-function RNA', 'binary functional RNA (bifunctional RNA)' or 'cncRNA (coding and noncoding RNA)'. Recently, an increasing number of cncRNAs have been identified, including both translated ncRNAs (ncRNAs with coding functions) and untranslated mRNAs (mRNAs with noncoding functions). However, an appropriate database for storing and organizing cncRNAs is still lacking. Here, we developed cncRNAdb, a manually curated database of experimentally supported cncRNAs, which aims to provide a resource for efficient manipulation, browsing and analysis of cncRNAs. The current version of cncRNAdb documents about 2600 manually curated entries of cncRNA functions with experimental evidence, involving more than 2,000 RNAs (including over 1300 translated ncRNAs and over 600 untranslated mRNAs) across over 20 species. In summary, we believe that cncRNAdb will help elucidate the functions and mechanisms of cncRNAs and develop new prediction methods. The database is available at http://www.rna-society.org/cncrnadb/.
Subject(s)
Databases, Nucleic Acid/organization & administration , MicroRNAs/genetics , RNA, Circular/genetics , RNA, Long Noncoding/genetics , RNA, Messenger/genetics , RNA, Ribosomal/genetics , RNA, Small Interfering/genetics , RNA, Transfer/genetics , 3' Untranslated Regions , 5' Untranslated Regions , Animals , Drosophila melanogaster/genetics , Humans , Mice , MicroRNAs/classification , Pan troglodytes/genetics , RNA, Circular/classification , RNA, Long Noncoding/classification , RNA, Messenger/classification , RNA, Ribosomal/classification , RNA, Small Interfering/classification , RNA, Transfer/classification , Software , Zebrafish/geneticsABSTRACT
AIM: To investigate the regulatory role of miR-155 and Kinesin Superfamily Proteins-5C (KIF-5C) in the progression of pulpitis based on bioinformatic analysis. METHODOLOGY: Normal pulp tissues and pulpitis pulp tissues were collected and subjected to high-throughput sequencing and the differentially expressed miRNAs were determined. An in vitro and in vivo pulpitis model was established. HE, IHC staining and histological evaluation were used to verify the inflammatory state of human and mouse pulp tissues. The mRNA expression of IL-1ß and TGF-ß1 were determined by RT-qPCR and protein expression of IL-1α, IL-4, IL-8, IL-13, IFN-γ, IL-6, IL-10 and MCP-1 were determined by protein chip. The target genes of miR-155 were predicted by miRanda database and verified by Dual-luciferase reporter assay, RT-qPCR and western blotting. MiR-155 lentivirus were used to upregulate or downregulate miR-155 and the siRNA of KIF-5C was used to downregulate KIF-5C. The expression of miR-155 or KIF-5C was determined by RT-qPCR. All statistics were analysed using GraphPad prism 8.2. RESULTS: The high-throughput sequencing results showed that 6 miRNAs (miR-155, miR-21, miR-142, miR-223, miR-486, miR-675) were significantly upregulated in diseased human pulp tissues, and miR-155 was significantly elevated among the six miRNAs. RT-qPCR results demonstrated that miR-155 expression was upregulated in human pulpitic tissue, mice pulpitic tissue and LPS-HDPCs. IL-1ß was increased while TGF-ß1 was decreased in lenti-miR-155 transfected LPS-HDPCs. Analysis of protein chip results indicated that lenti-miR-155 transfected LPS-HDPCs produced higher levels of IL-8, IL-6, MCP-1. The opposite results were obtained when miR-155 was inhibited. Through miRanda database screen and Dual-luciferase reporter assay, the target gene (KIF-5C) of miR-155 was identified. In lenti-miR-155 transfected LPS-HDPCs, the expression of KIF-5C was downregulated. However, when shRNA-miR-155 was transfected to LPS-HDPCs, the opposite result was obtained. Silent RNA was used to knock down KIF-5C, the results showed that when both KIF-5C and miR-155 were knocked down simultaneously, the downregulated expression of inflammatory factors observed in LPS-HDPCs following miR-155 knockdown was rescued. CONCLUSION: MiR-155 plays an important role in promoting pulpitis through targeting KIF-5C and may serve as a potential therapeutic target.
Subject(s)
MicroRNAs , Pulpitis , Humans , Mice , Animals , Pulpitis/genetics , Pulpitis/metabolism , Transforming Growth Factor beta1/metabolism , Kinesins/genetics , Kinesins/metabolism , Lipopolysaccharides/pharmacology , Interleukin-6/metabolism , Interleukin-8/metabolism , MicroRNAs/genetics , MicroRNAs/metabolism , Dental Pulp/metabolism , Luciferases/metabolismABSTRACT
BACKGROUND: Severe acute pancreatitis (SAP) is the most common gastrointestinal disease and is associated with unpredictable seizures and high mortality rates. Despite improvements in the treatment of acute pancreatitis, the timely and accurate diagnosis of SAP remains highly challenging. Previous research has shown that extracellular vesicles (EVs) in the plasma have significant potential for the diagnosis of SAP since the pancreas can release EVs that carry pathological information into the peripheral blood in the very early stages of the disease. However, we know very little about the metabolites of EVs that might play a role in the diagnosis of SAP. METHODS: Here, we performed quantitative metabolomic analyses to investigate the metabolite profiles of EVs isolated from SAP plasma. We also determined the metabolic differences of EVs when compared between healthy controls, patients with SAP, and those with mild acute pancreatitis (MAP). RESULTS: A total of 313 metabolites were detected, mainly including organic acids, amino acids, fatty acids, and bile acids. The results showed that the metabolic composition of EVs derived from SAP and MAP was significantly different from those derived from healthy controls and identified specific differences between EVs derived from patients with SAP and MAP. On this basis, we identified four biomarkers from plasma EVs for SAP detection, including eicosatrienoic acid (C20:3), thiamine triphosphate, 2-Acetylfuran, and cis-Citral. The area under the curve (AUC) was greater than 0.95 for both discovery (n = 30) and validation (n = 70) sets. CONCLUSIONS: Our data indicate that metabolic profiling analysis of plasma EVs and the screening of potential biomarkers are of significant potential for improving the early diagnosis and severity differentiation of acute pancreatitis.
Subject(s)
Extracellular Vesicles , Pancreatitis , Acute Disease , Biomarkers , Humans , Metabolomics , Pancreatitis/diagnosis , Pancreatitis/pathologyABSTRACT
BACKGROUND AND AIMS: Non-alcoholic fatty liver disease (NAFLD) is a usual chronic liver disease and lacks non-invasive biomarkers for the clinical diagnosis and prognosis. Extracellular vesicles (EVs), a group of heterogeneous small membrane-bound vesicles, carry proteins and nucleic acids as promising biomarkers for clinical applications, but it has not been well explored on their lipid compositions related to NAFLD studies. Here, we investigate the lipid molecular function of urinary EVs and their potential as biomarkers for non-alcoholic steatohepatitis (NASH) detection. METHODS: This work includes 43 patients with non-alcoholic fatty liver (NAFL) and 40 patients with NASH. The EVs of urine were isolated and purified using the EXODUS method. The EV lipidomics was performed by LC-MS/MS. We then systematically compare the EV lipidomic profiles of NAFL and NASH patients and reveal the lipid signatures of NASH with the assistance of machine learning. RESULTS: By lipidomic profiling of urinary EVs, we identify 422 lipids mainly including sterol lipids, fatty acyl lipids, glycerides, glycerophospholipids, and sphingolipids. Via the machine learning and random forest modeling, we obtain a biomarker panel composed of 4 lipid molecules including FFA (18:0), LPC (22:6/0:0), FFA (18:1), and PI (16:0/18:1), that can distinguish NASH with an AUC of 92.3%. These lipid molecules are closely associated with the occurrence and development of NASH. CONCLUSION: The lack of non-invasive means for diagnosing NASH causes increasing morbidity. We investigate the NAFLD biomarkers from the insights of urinary EVs, and systematically compare the EV lipidomic profiles of NAFL and NASH, which holds the promise to expand the current knowledge of disease pathogenesis and evaluate their role as non-invasive biomarkers for NASH diagnosis and progression.
Subject(s)
Extracellular Vesicles , Non-alcoholic Fatty Liver Disease , Biomarkers/metabolism , Chromatography, Liquid , Extracellular Vesicles/metabolism , Humans , Lipidomics , Lipids , Non-alcoholic Fatty Liver Disease/diagnosis , Tandem Mass SpectrometryABSTRACT
This study aimed to evaluate the efficacy of an intensive lifestyle modification program tailored to rural Chinese women with prior gestational diabetes mellitus compared with usual care. In a cluster randomized controlled trial, 16 towns (clusters) in two distinct rural areas in China were randomly selected (8 towns per district); and 320 women with prior gestational diabetes mellitus were recruited from these towns. With stratification for the two study districts, eight towns (160 women) were randomly assigned to the intervention group of a tailored intensive lifestyle modification program and 8 towns (160 women) to the control group. Process measures were collected on attendance, engagement, fidelity, and satisfaction. Primary efficacy outcomes included glycemic and weight-related outcomes, while secondary efficacy outcomes were behavioral outcomes and type 2 diabetes risk score, which were collected at baseline, 3-month, and 6-month follow-up. Generalized estimation equations were used to analyze the data. High attendance (72% of sessions), engagement (67% of interactive activities and group discussions), fidelity (98%), and satisfaction (92%) with the tailored intensive lifestyle modification program were achieved. There were significant reductions in fasting blood glucose, oral glucose tolerance test 2 h, waist circumference, and type 2 diabetes risk score of participants in the intervention group compared to the control group (p < .05). There was no significant intervention effect on body mass index or behavioral outcomes (p > .05). In this study, we demonstrate the successful efficacy of an Intensive Lifestyle Modification Program in reducing type 2 diabetes risk among younger women with prior gestational diabetes mellitus. This tailored program delivered by local healthcare providers is a promising approach for diabetes prevention in rural China, reducing health disparities in rural communities about diabetes prevention. Registered in the Chinese Clinical Trial Registry (ChiCTR2000037956) on 3rd Jan 2018.
Subject(s)
Diabetes Mellitus, Type 2 , Diabetes, Gestational , Blood Glucose , Diabetes Mellitus, Type 2/prevention & control , Diabetes, Gestational/prevention & control , Female , Humans , Life Style , Pregnancy , Rural PopulationABSTRACT
AIMS: To describe the specific domains of diabetes distress and factors associated with these domains. BACKGROUND: Diabetes distress is a common problem but not well recognised in adolescents by healthcare providers or adolescents themselves. There is insufficient evidence on how specific domains of diabetes distress exist in adolescents, making it challenging to select precise components to alleviate diabetes stress. DESIGN: A quantitative, descriptive and cross-sectional study. METHODS: Data were collected on socio-demographic and clinical characteristics, diabetes distress, perceived stress, self-efficacy and diabetes self-management using established questionnaires. Multivariate linear regression was conducted to examine the associations between specific factors and four domains in diabetes distress. STROBE checklist was used as the guideline for this study. RESULTS: A total of 100 adolescents with type 1 diabetes aged 12 to 18 years participated in this study. Adolescents experienced the highest levels of distress in the regimen-related distress [2.41 (SD =0.82)] and physician-related distress [2.40 (SD =0.80)] domains. Older age, female gender, more diabetes problem-solving and higher levels of perceived stress were associated with higher regimen-related distress (ßâ=â0.21 ~â0.45, pâ<â0.05). Older age, female gender, a lower degree of endorsement of relevant diabetes-related goals and higher levels of perceived stress were associated with higher physician-related distress (ßâ=â-0.29 ~ 0.34, pâ<â0.05). CONCLUSIONS: Diabetes distress was reported more on regimen-related and physician-related domains among adolescents with type 1 diabetes in China, associating with older age, female, increased perceived stress and poor diabetes-related problem-solving. RELEVANCE TO CLINICAL PRACTICE: Nurses need to screen the specific domains of diabetes distress among adolescents with type 1 diabetes, especially for the older adolescents and girls. This study highlighted the importance of incorporating diabetes-related problem-solving support and stress management strategies into diabetes management for adolescents with type 1 diabetes, which could help relieve diabetes distress.
Subject(s)
Diabetes Mellitus, Type 1 , Adolescent , Aged , China , Cross-Sectional Studies , Diabetes Mellitus, Type 1/complications , Female , Humans , Self Efficacy , Stress, Psychological/epidemiology , Surveys and QuestionnairesABSTRACT
BACKGROUND: Visual art training is a student-led approach using Western art pieces as the main teaching resources. It has been developed and applied in nursing and medical education in the United States. This study aimed to adapt visual art training to Chinese cultural context, then to compare the efficacy of the culturally-tailored visual art training versus traditional education on observational and diagnostic skills at 3-month follow-up among Chinese nursing students in master program. METHODS: This study included Phase 1 (cultural adaptation) and Phase 2 (3-month efficacy evaluation). It was conducted from June to September, 2019. In Phase 1, cultural barriers were identified and cultural adaptation strategy were made based on two focus group interviews. Phase 2 was a randomized controlled trial in a local museum. A total of 106 first-year nursing students in master program were randomized to the intervention group or the control group. Both groups received traditional education. In addition, intervention group received a visual art training (including a field-guided museum visit with observation and debriefing of Chinese oil paintings and clinical images, four teaching hours). Data were collected for both groups at baseline and 3-month follow-up on the observational and diagnostic skills measured by clinical image tests. Learning satisfaction with the visual art training was investigated among 53 intervention students and teaching satisfaction was done in 10 staff members by self-administered questionnaires. RESULTS: In phase 1, we adapted a culturally-tailored visual art training for nursing students in China. Observational skills of the intervention group increased significantly compared with the control group 3 months after the training (p < .001). A trend towards the improvement of diagnostic skills was indicated with increment of 2.92 points of the intervention group vs. 0.39 of the control group (p > .05). In general, all participants and staff were satisfied with the visual art training, especially the selected Chinese oil paintings and the student-led teaching process, but 34% (n = 18) were not satisfied with the long distance from the museum. CONCLUSIONS: A culturally-tailored visual art training with great acceptability and feasibility was implemented in China. It had a sustained positive effect on improving the observational skills of Chinese nursing students. This study can be used for a reference to introduce visual art training to nursing students or nurses from other cultures. TRIAL REGISTRATION: Retrospectively registered in Chinese Clinical Trial Registry ( ChiCTR2000037956 ) on 4th September, 2020.
ABSTRACT
Diabetes self-management is suboptimal in adolescents with type 1 diabetes (T1D), including those in China. The aim of the study was to investigate the impact of parent-child relationship quality on diabetes self-management. Data were collected by a self-report survey among 122 Chinese adolescents from April to July 2017. The data were analyzed using a one-way analysis of variance, descriptive analyses, correlation analyses, and mediation analyses. The mean age was 13.8 (range, 10-18) years, and the mean diabetes duration was 4.1 (±3.1) years. About half of the adolescents with T1D experienced high levels of perceived stress. Parent-child relationship quality mediated the associations between perceived stress and collaboration with parents, diabetes care activities, and diabetes communication on aspects of diabetes self-management (ps < 0.05). To reduce the negative impacts of perceived stress on diabetes self-management in this population, parent-child relationship quality should be considered an important element of family-based interventions and clinical practice.
Subject(s)
Diabetes Mellitus, Type 1 , Self-Management , Adolescent , Humans , Parent-Child Relations , Parents , Stress, PsychologicalABSTRACT
BACKGROUND: Managing type 1 diabetes can be challenging, especially for youth, so there is a need for effective interventions to help youth live with diabetes. OBJECTIVE: To determine the efficacy of a coping skills training (CST) program for Chinese youth with type 1 diabetes and to explore whether the efficacy of the program was different for school-aged children than for adolescents with type 1 diabetes. METHODS: A total of 100 youth with type 1 diabetes aged 8 to 20 years were randomly placed in either an intervention group (CST + standard care [SC]) or a control group (SC). Data were collected at baseline, 6-month, and 12-month follow-ups on primary outcomes of perceived stress, coping, and self-efficacy and secondary outcomes of diabetes self-management, quality of life, and glycated hemoglobin A1c (HbA1c). A generalized estimating equation analysis for repeated measures was used to determine the program effects and differential effects by age group. RESULTS: The CST program had no significant effect on primary or secondary outcomes over 12 months. However, there was a significant increase in positive coping (P < .001), self-efficacy (P = .017), diabetes problem-solving and goals of diabetes self-management (P = .007, P = .001), and quality of life (P = .016) of school-aged children in the intervention group compared with the control group. There were no significant differences in primary or secondary outcomes between the intervention group and the control group (P > .05). CONCLUSIONS: The CST program was effective for school-aged children, improving psychosocial and diabetes self-management outcomes. Further research is needed to develop programs that improve outcomes in adolescents with type 1 diabetes.
Subject(s)
Adaptation, Psychological/physiology , Behavior Therapy , Diabetes Mellitus, Type 1/therapy , Adolescent , Adult , Age Factors , Behavior Therapy/methods , Child , China , Diabetes Mellitus, Type 1/psychology , Female , Humans , Male , Patient Education as Topic/methods , Psychology, Adolescent , Psychology, Child , Self Care/methods , Self Care/psychology , Self Efficacy , Treatment Outcome , Young AdultABSTRACT
AIMS: The aims of the present study were: a) to investigate the current state of postpartum glucose screening in rural China; and b) to explore the factors influencing postpartum blood glucose screening among women with prior GDM based on Andersen's behavioural model of health service use. DESIGN: A multisite, cross-sectional study design, conducted from November 2017 to January 2018. METHODS: A total of 465 women with prior GDM were included from two county-level hospitals in rural China. The potential influencing factors for postpartum blood glucose screening based on Andersen's behavioural model, including predisposing, enabling, and need factors, were collected by self-reported questionnaires. Chi-square tests and logistic regression were used to explore the influence of these factors on whether screening of blood glucose level after delivery occurred. RESULTS: The mean age of the women was 31.92 years old (SD 5.16) and the mean time after delivery was 16.73 months (SD 15.07). The postpartum glucose screening proportion was 32.7%. Women who did not have a full-time job (p= .011) (predisposing factor), had not received any treatment for GDM (p= .002), and were not informed about screening plans for diabetes by health professionals (p < .001) (enabling factor) were less likely to engage in postpartum glucose screening. The need factor, high actual risk of developing type 2 diabetes mellitus (T2DM), was not associated with postpartum blood glucose screening (p> .05). CONCLUSIONS: In rural China, most women with prior GDM were not screened for T2DM after delivery. The women with prior GDM who did not have a full-time job or had not received any prior treatment for GDM should be the target population for health education on postpartum glucose screening. IMPACT: There is a need for data on postpartum blood glucose testing rates among rural women. Future interventions aimed at increasing postpartum blood glucose screening are needed.
ABSTRACT
PURPOSE: To adapt an evidence-based coping skills training program to the cultural context and healthcare system for youth with T1D in China, and to evaluate the feasibility, acceptability, and preliminary efficacy of the modified program. DESIGN AND METHODS: A multiphase process was used based on a heuristic framework for program modification. This included information gathering, preliminary adaptation, and feasibility evaluation. RESULTS: In Stage 1, the coping skills training protocol was translated and evaluated for relevance by the stakeholders (youth diagnosed with T1D, parents, and healthcare providers). Recommendations for revisions and culturally relevant scenarios were identified. In Stage 2, the program was adapted for youth with a wider age range. Scenarios and logistics of the program were changed, and a session on blood glucose management was added to enhance cultural relevance. In Stage 3, the feasibility of the modified program was evaluated with 15 youth participants diagnosed with T1D (mean age: 13.88 years). Problem-solving coping and the self-efficacy of the youth improved over time (p < .05). High attendance, engagement, and satisfaction were achieved. PRACTICE IMPLICATIONS: The CST-China program has the potential to provide Chinese youth with T1D an interactive and engaging program to improve health outcomes. The adaptation process of a CST program can provide a reference for pediatric nurses to develop programs which are culturally relevant, acceptable to stakeholders, and aligned with the healthcare system in China. CONCLUSIONS: A coping skills training program was systematically adapted and aligned to the healthcare system in China, with evidence of feasibility and acceptability in Chinese youth with T1D.