Objective: To analyze the association between intraoperative blood transfusion and adverse perinatal outcomes(a composite of maternal death, hepatic encephalopathy, etc) in patients with acute fatty liver of pregnancy (AFLP), identify independent risk factors for these outcomes, and develop and validate a risk prediction model for early identification of high-risk patients. Methods: Clinical data of 56 AFLP patients admitted to our hospital from January 2008 to January 2025 were retrospectively analyzed. The chi-square test was used to compare the incidence of adverse perinatal outcomes between the transfusion group and the non-transfusion group. Univariate and multivariate Firth-penalized logistic regression analyses were performed to identify independent predictors of adverse outcomes. Based on the identified independent risk factors, a combined prediction model was developed. Internal validation was performed using the Bootstrap method (1 000 resamplings) to assess the model′s generalizability. Model performance was evaluated using receiver operating characteristic(ROC) curves and calibration curves. Finally, a nomogram for predicting adverse perinatal outcomes in AFLP was constructed. Results: Overall, 57.1%(32/56) of the patients received blood product transfusion during the termination of pregnancy. Multivariate Firth-penalized logistic regression analysis showed that, given the limited sample size, intraoperative blood transfusion had no independent statistical effect on adverse outcomes (OR=0.812, 95%CI:0.133-3.698, P=0.797). Mediation analysis also revealed no significant indirect effect. The independent risk factors were decreased preoperative fibrinogen (OR=14.062, 95%CI:2.389-126.656, P=0.003), pregnancy with infection (OR= 4.536, 95%CI:1.143-22.107, P=0.031), and cesarean section (OR=8.691, 95%CI:1.321-90.081, P=0.023). The combined prediction model achieved an AUC of 0.881 (95% CI:0.793-0.969, P<0.001), indicating good discrimination. At the optimal cut-off value, the sensitivity was 65.6%, specificity 95.8%, positive predictive value 95.5%, and negative predictive value 67.6%. Internal validation by the Bootstrap method showed that the predictive model had good discrimination and no obvious overfitting. The calibration curve demonstrated that the model′s predicted risk was consistent with the actual observed risk. Based on this, an AFLP perinatal adverse outcome nomogram model was constructed. Conclusion: Under the limited sample size of this study, no independent statistical effect of intraoperative blood product infusion on adverse perinatal outcomes in AFLP patients was detected. A multivariate Firth-penalized logistic regression model incorporating decreased preoperative fibrinogen, pregnancy with infection, and cesarean delivery demonstrated good discrimination and calibration. The derived nomogram may serve as an exploratory tool for early risk stratification and proactive intervention.

Objective: To establish a database of CD36 antigen-negative donors through large-scale screening of apheresis platelet donors in Shenzhen for CD36 deficiency subtypes and blood group distribution, and to assess clinical demand and blood supply capacity through a retrospective analysis of the apheresis platelet donation volumes from 2019 to 2023. Methods: Flow cytometry with fluorescent CD36 monoclonal antibodies was employed to screen platelet/monocyte CD36 deficiency (Type I and Ⅱ), and statistical analyses were conducted using SPSS software (version 27.0). Results: Among 11 603 apheresis platelet donors, 248 (2.14%) exhibited CD36 deficiency, comprising 51 type Ⅰ (0.43%, 51/11, 603) and 197 type Ⅱ (1.70%, 197/11, 603) cases, with significant difference (P<0.001). CD36 deficient platelets were mainly distributed in blood group B (2.28%, 902.3/39 602.1) and AB (2.14, 269/12 544.5), significantly exceeding those in blood group A (1.43%, 667/46 508.4) and O (1.64%, 1 000/60 965.6) (P<0.001). The proportion of donors with 10-100 U from CD36 deficient donors was the highest (51%, 1 446.4/2 838.3). Conclusion: Sustained screening for CD36-deficient donors is recommended to meet the clinical transfusion needs for immunized patients and those requiring antigen-negative products. Regional resource-sharing mechanisms should be optimized to maximize utilization of CD36-deficient platelet inventories.

Objective:To investigate the transcriptomic signature of refractory nasal polyps (NP) after endoscopic sinus surgery.Methods:Tissue samples were collected from 36 patients with NP who underwent endoscopic sinus surgery at the Seventh Affiliated Hospital of Sun Yat-sen University and the First Affiliated Hospital of Sun Yat-sen University from January 2020 to December 2021. Raw sequencing data of normal nasal mucosa samples were downloaded from publicly available GEO database (Accession Number: GSE136825). Differential expression genes (DEGs) and Gene Ontology (GO) enrichment analysis were conducted to analyze the differences between refractory NP and normal controls, as well as among refractory, controlled, and partially controlled NP. Hierarchical clustering method was employed to analyze the inflammatory endotypes of NP. Weighted Gene Co-expression Network Analysis (WGCNA) and STRING database were used in combination with Cytoscape software to identify the characteristic transcriptional expression profiles of refractory NP. R software (version 4.3.1) was used for statistical analysis.Results:Refractory NP patients had significantly higher asthma comorbidity rates than controlled/partially controlled groups ( P<0.05). The numbers and percentages of peripheral blood and tissue eosinophilic granulocytes were significantly higher in the refractory subgroup than in the other two subgroups ( P<0.05). Compared to normal mucosa, controlled and partially controlled NP groups, 27 genes were consistently upregulated in refractory NP. Hierarchical cluster analysis showed that the refractory NP exhibited a mixed endotype dominated by type 2 inflammation with co-existing type 1 features. Differential genes were enriched in extracellular matrix organization, leukocyte activation, cytokine receptor activation, cystatin-mediated protease inhibition, granule exocytosis, and olfactory nerve development regulation. Further WGCNA analysis and protein-protein interaction network identified 33 hub genes represented by ITGAM, NCF1, NCF2, CD1C, PTAFR, CLEC10A, SIRPA, TREM2, ALOX5AP, PTGDR2 (officially PTGDR), F13A1, DUOX2, NOS2, CTSG, and SALL1.Conclusion:This study reveals the distinctive transcriptional signature of refractory NP through transcriptomic methods, providing novel research avenues and therapeutic targets for the treatment of refractory NP after surgery.

Objective:To summarize the clinical characteristics of elderly patients with stage Ⅰ diffuse large B-cell lymphoma (DLBCL) and analyze the factors associated with prognosis.Methods:A case series study was conducted by retrospectively collecting clinical data from patients aged over 60 years with newly diagnosed stage Ⅰ DLBCL across 20 medical centers in Jiangsu Province, China, between June 2010 and April 2023. The involved site, classification and treatment plan were summarized. The primary endpoints were progression-free survival (PFS) and overall survival (OS). Statistical analyses were performed using the Kaplan-Meier method, and Cox regression model.Results:The study included 255 patients with a median age of 69 years, of whom 130 (51.0%) were male, 66 (25.9%) were aged ≥75 years and 26 (10.1%) had a high Charlson Comorbidity Index (CCI) score of ≥2. Extranodal involvement was observed in 163 (63.9%) patients, with the stomach (37.4%, 61/163), intestine (19.0%, 31/163), testes (11.0%, 18/163), and breast (7.4%, 12/163) being the most frequently affected sites. The non-germinal center B-cell (non-GCB) subtype was prevalent in 63.7% of patients (142/223), with no significant difference between the nodal and extranodal groups ( P=0.681). Furthermore, 73.9% (184/249) and 11.7% (29/249) of patients received the R-CHOP (rituximab, cyclophosphamide, doxorubicin, vincristine, prednisone) and R-miniCHOP regimen, respectively. The overall 3-year PFS rate was 81.5%, and the 3-year OS rate was 85.6%. Patients aged ≥75 years ( HR=2.910, 95% CI 1.565-5.408, P=0.001) and/or with a CCI score ≥2 ( HR=2.324, 95% CI 1.141-4.732, P=0.020) had a significantly poorer PFS. Incorporating age ≥75 years and CCI score ≥2 into the stage-modified international prognostic index (sm-IPI) can better stratify the prognosis of elderly patients with stage Ⅰ DLBCL. The 3-year PFS rate was 48.7% in the high-risk group versus 85.7% in the low-risk group ( P<0.001). Conclusions:Our findings show that the elderly patients with stage Ⅰ DLBCL were predominantly characterized by extranodal involvement (particularly in the stomach and intestinal tract) and non-GCB subtype. Age ≥75 years and CCI ≥2 were identified as independent prognostic factors. The newly established sm-IPI-75-CCI incorporating these factors demonstrated superior prognostic discrimination compared to conventional risk assessment systems.

Objective:To summarize the clinical characteristics of elderly patients with stage Ⅰ diffuse large B-cell lymphoma (DLBCL) and analyze the factors associated with prognosis.Methods:A case series study was conducted by retrospectively collecting clinical data from patients aged over 60 years with newly diagnosed stage Ⅰ DLBCL across 20 medical centers in Jiangsu Province, China, between June 2010 and April 2023. The involved site, classification and treatment plan were summarized. The primary endpoints were progression-free survival (PFS) and overall survival (OS). Statistical analyses were performed using the Kaplan-Meier method, and Cox regression model.Results:The study included 255 patients with a median age of 69 years, of whom 130 (51.0%) were male, 66 (25.9%) were aged ≥75 years and 26 (10.1%) had a high Charlson Comorbidity Index (CCI) score of ≥2. Extranodal involvement was observed in 163 (63.9%) patients, with the stomach (37.4%, 61/163), intestine (19.0%, 31/163), testes (11.0%, 18/163), and breast (7.4%, 12/163) being the most frequently affected sites. The non-germinal center B-cell (non-GCB) subtype was prevalent in 63.7% of patients (142/223), with no significant difference between the nodal and extranodal groups ( P=0.681). Furthermore, 73.9% (184/249) and 11.7% (29/249) of patients received the R-CHOP (rituximab, cyclophosphamide, doxorubicin, vincristine, prednisone) and R-miniCHOP regimen, respectively. The overall 3-year PFS rate was 81.5%, and the 3-year OS rate was 85.6%. Patients aged ≥75 years ( HR=2.910, 95% CI 1.565-5.408, P=0.001) and/or with a CCI score ≥2 ( HR=2.324, 95% CI 1.141-4.732, P=0.020) had a significantly poorer PFS. Incorporating age ≥75 years and CCI score ≥2 into the stage-modified international prognostic index (sm-IPI) can better stratify the prognosis of elderly patients with stage Ⅰ DLBCL. The 3-year PFS rate was 48.7% in the high-risk group versus 85.7% in the low-risk group ( P<0.001). Conclusions:Our findings show that the elderly patients with stage Ⅰ DLBCL were predominantly characterized by extranodal involvement (particularly in the stomach and intestinal tract) and non-GCB subtype. Age ≥75 years and CCI ≥2 were identified as independent prognostic factors. The newly established sm-IPI-75-CCI incorporating these factors demonstrated superior prognostic discrimination compared to conventional risk assessment systems.

Objective:To investigate the transcriptomic signature of refractory nasal polyps (NP) after endoscopic sinus surgery.Methods:Tissue samples were collected from 36 patients with NP who underwent endoscopic sinus surgery at the Seventh Affiliated Hospital of Sun Yat-sen University and the First Affiliated Hospital of Sun Yat-sen University from January 2020 to December 2021. Raw sequencing data of normal nasal mucosa samples were downloaded from publicly available GEO database (Accession Number: GSE136825). Differential expression genes (DEGs) and Gene Ontology (GO) enrichment analysis were conducted to analyze the differences between refractory NP and normal controls, as well as among refractory, controlled, and partially controlled NP. Hierarchical clustering method was employed to analyze the inflammatory endotypes of NP. Weighted Gene Co-expression Network Analysis (WGCNA) and STRING database were used in combination with Cytoscape software to identify the characteristic transcriptional expression profiles of refractory NP. R software (version 4.3.1) was used for statistical analysis.Results:Refractory NP patients had significantly higher asthma comorbidity rates than controlled/partially controlled groups ( P<0.05). The numbers and percentages of peripheral blood and tissue eosinophilic granulocytes were significantly higher in the refractory subgroup than in the other two subgroups ( P<0.05). Compared to normal mucosa, controlled and partially controlled NP groups, 27 genes were consistently upregulated in refractory NP. Hierarchical cluster analysis showed that the refractory NP exhibited a mixed endotype dominated by type 2 inflammation with co-existing type 1 features. Differential genes were enriched in extracellular matrix organization, leukocyte activation, cytokine receptor activation, cystatin-mediated protease inhibition, granule exocytosis, and olfactory nerve development regulation. Further WGCNA analysis and protein-protein interaction network identified 33 hub genes represented by ITGAM, NCF1, NCF2, CD1C, PTAFR, CLEC10A, SIRPA, TREM2, ALOX5AP, PTGDR2 (officially PTGDR), F13A1, DUOX2, NOS2, CTSG, and SALL1.Conclusion:This study reveals the distinctive transcriptional signature of refractory NP through transcriptomic methods, providing novel research avenues and therapeutic targets for the treatment of refractory NP after surgery.

Objective:To investigate the effects of different analgesic methods of hydromorphone on analgesic efficacy and sleep quality in patients with refractory cancer pain.Methods:Sixty patients with refractory cancer pain who received three-step analgesic treatment in Quzhou People's Hospital from August 2018 to December 2019 and acquired poor analgesic effects were included in this study. They were randomly assigned to undergo either an intravenous patient-controlled analgesia with hydromorphone (HV group, n = 30) or an intrathecal patient-controlled analgesia with hydromorphone (HI group, n = 30) for 10 consecutive days. The analgesic efficacy in each group was evaluated using the numerical rating scale (NRS) before and 2, 4, 24, 48 hours, and 10 days after administration. The frequency of breakthrough pain (BTP) at each time point was recorded. The sedation effect of medication was evaluated using the Ramsay score. The sleep quality of patients was evaluated using the Pittsburgh sleep quality index (PSQI). The activities of CD 3+, CD 4+, and CD 4+/CD 8+ lymphocyte subsets were measured by flow cytometry at different time points. The adverse reactions within 10 days after treatment were observed and recorded. Results:Before and at each time point after treatment, there were no significant differences in NRS score, the frequency of BTP, Ramsay score, and PSQI score between the two groups (NRS score: t = 0.45, 0.91, 0.52, 1.19, 0.97, 1.92, all P > 0.05; frequency of BTP: t = 0.34, 1.88, 0.86, 1.71, 1.22, 0.76, all P > 0.05; Ramsay score: t = 0.56, 0.46, 0.63, 0.22, 0.99, 0.14, all P > 0.05; PSQI: t = 0.86, 1.25, 1.46, 1.05, 0.57, 1.93, all P > 0.05). At each time point after treatment, the activities of CD 3+, CD 4+, and CD 4+/CD 8+ cells increased in each group, and the activities of CD 3+, CD 4+, and CD 4+/CD 8+ cells in the HI group were significantly higher than those in the HV group (CD 3+: t = 3.72, 3.12, 2.85, 3.13, 2.44, all P < 0.05; CD 4+: t = 3.62, 2.45, 3.31, 3.19, 2.70; all P > 0.05; CD 4+/CD 8+: t = 3.10, 2.74, 2.83, 3.24, 3.41, all P < 0.05). The total incidence of adverse reactions was slightly, but not significantly, lower in the HI group than the HV group [14.00% (7/30) vs. 26.00% (13/30), χ2 = 2.70, P = 0.100]. Conclusion:Compared with intravenous administration of hydromorphone, intrathecal administration of hydromorphone can better effectively relieve pain, decrease the frequency of BTP, improve sleep quality, has a good sedative effect, improve immune function, and has fewer adverse reactions.

Antimicrobial peptides (AMPs) are small molecule peptides that are widely found in living organisms with broad-spectrum antibacterial activity and immunomodulatory effect. Due to slower emergence of resistance, excellent clinical potential and wide range of application, AMP is a strong alternative to conventional antibiotics. AMP recognition is a significant direction in the field of AMP research. The high cost, low efficiency and long period shortcomings of the wet experiment methods prevent it from meeting the need for the large-scale AMP recognition. Therefore, computer-aided identification methods are important supplements to AMP recognition approaches, and one of the key issues is how to improve the accuracy. Protein sequences could be approximated as a language composed of amino acids. Consequently, rich features may be extracted using natural language processing (NLP) techniques. In this paper, we combine the pre-trained model BERT and the fine-tuned structure Text-CNN in the field of NLP to model protein languages, develop an open-source available antimicrobial peptide recognition tool and conduct a comparison with other five published tools. The experimental results show that the optimization of the two-phase training approach brings an overall improvement in accuracy, sensitivity, specificity, and Matthew correlation coefficient, offering a novel approach for further research on AMP recognition.
Anti-Bacterial Agents/chemistry* ; Amino Acid Sequence ; Antimicrobial Cationic Peptides/chemistry* ; Antimicrobial Peptides ; Natural Language Processing

Objective:Based on the theory of demand analysis theory, to build teaching resources of human physiology course and explore its application effect.Methods:The three-year nursing junior college students of Batch 2018 were selected as the research objects. According to the principle of randomization, the students were divided into the observation group (97 cases) and control group (99 cases). Students in the observation group used integrated teaching resources from the perspective of demand analysis, while students in the control group used traditional curriculum resources. After the end of the course, the differences between the two groups of students' theoretical and practical assessment results and teaching experience were compared SPSS 20.0 was used for t test. Results:The results of theoretical [(73.67±8.76) vs. (70.48±8.36)] and practical skills [(84.41±4.83) vs. (83.63±4.27)] in the observation group were significantly different from those in the control group ( P<0.05). The overall scores of 9 teaching effect sub-items, such as learning awareness of inquiry, independent learning ability and critical thinking ability, were significantly higher than those of the control group ( P<0.01). Conclusion:The construction of human physiology teaching resources based on demand analysis theory can improve the effectiveness and pertinence of resource construction, and the effective use of resources in teaching can significantly improve the teaching effect, stimulate students' subjective initiative, cultivate their comprehensive ability and improve classroom efficiency.

Objective: To study the association between eating at night and skipping breakfast with college students anxiety symptoms, and to provide reference basis for preventing and alleviating college students anxiety symptoms. Methods: A cross sectional survey was conducted among 9 960 freshman from three universities in Kunming and Dali, Yunnan Province. The dietary frequency questionnaire was used to evaluate the dietary behavior of college students. The Depression Anxiety Stress Scale-21 (DASS-21) was used to evaluate the anxiety symptoms of college students. The association of late night snack and breakfast skipping with the association of anxiety symptoms in college students used generalized linear model and Logistic regression model. Results: The proportion of college students who reported eating at night and breakfast skipping in the last month was 72.5%(7 217/9 960) and 61.6%(6 131/9 960) respectively. The detection rate of anxiety symptoms in college students was 28.9%(2 875/9 960). There was a statistical significance between eating at night with anxiety symptoms( OR =1.40-2.54), and breakfast skipping with anxiety symptoms( OR =1.23-1.60)( P <0.05). The interaction between eating late at night and breakfast skipping was positively correlated with college students anxiety symptoms (multiplicative interaction, β=0.06, 95%CI=0.02- 0.10 , P<0.01; additive interaction, OR=2.00, 95%CI=1.59-2.51, P <0.01). Conclusion The study suggests that the college students who eat at night and frequently skipped breakfast are more likely to have anxiety symptoms. It suggested to promote the formation of healthy eating habits of college students, so as to reduce the occurrence of anxiety sympotoms.