Table4_Unveiling the molecular landscape of PCOS: identifying hub genes and causal relationships through bioinformatics and Mendelian randomization.xlsx by Yifang He (18126257)

“…</p>Conclusions<p>Our bioinformatics combined with MR analysis revealed that CD93, CYBB, DOCK8, IRF1, MBOAT1, MYO1F, NLRP1, NOD2, PIK3R1 increase the risk of PCOS, while PTER decreases the risk of PCOS. This discovery has implications for clinical decision-making in terms of disease diagnosis, prognosis, treatment strategies, and opens up novel avenues for drug development.…”

Image 4_Dysfunctional β-cell autophagy induces β-cell stress and enhances islet immunogenicity.tif by Matthew C. Austin (20633168)

“…Gene ontology analysis revealed a significant upregulation of pathways involved in inflammatory processes, response to ER stress, and the ER-associated degradation pathway. …”

Table 1_CD9 regulates proliferation, invasion, migration and radioresistance of esophageal squamous cell carcinoma by activating AKT/GSK3β signaling pathway.docx by Liubing Hou (10888140)

“…TCGA cohort analysis (n=82) revealed no significant OS/DSS/PFI differences by CD9 expression (P>0.05). …”

The matching process of EIOU. by Wenshun Sheng (21485393)

“…OSA is highly sensitive to information of different scales, and its one-time aggregation property substantially decreases the computational overhead of the model. …”

Table1_Genetic variants of LRRC8C, OAS2, and CCL25 in the T cell exhaustion-related genes are associated with non-small cell lung cancer survival.docx by Guojun Lu (7169969)

“…Background<p>T cell exhaustion is a state in which T cells become dysfunctional and is associated with a decreased efficacy of immune checkpoint inhibitors. …”

Image2_Unveiling the molecular landscape of PCOS: identifying hub genes and causal relationships through bioinformatics and Mendelian randomization.tif by Yifang He (18126257)

“…</p>Conclusions<p>Our bioinformatics combined with MR analysis revealed that CD93, CYBB, DOCK8, IRF1, MBOAT1, MYO1F, NLRP1, NOD2, PIK3R1 increase the risk of PCOS, while PTER decreases the risk of PCOS. This discovery has implications for clinical decision-making in terms of disease diagnosis, prognosis, treatment strategies, and opens up novel avenues for drug development.…”

Data Sheet 1_Effect of thyme-ivy syrup on antiviral immune response in patients with mild COVID-19: a prospective, open-label, randomized pilot study.docx by Stephanie Dauth (13274397)

“…Significant between-group differences were observed for changes in some parameters at day 4 (e.g., IL-10) and day 14. …”

Table 1_Prior Trichinella spiralis infection protects against Schistosoma mansoni induced hepatic fibrosis.docx by Asmaa M. El-kady (16502930)

“…Furthermore, pre- infection with T. spiralis markedly reduced S. mansoni- induced hepatic fibrosis, as evidenced by decreased collagen deposition, low expression of α-SMA, and significantly reduced levels of IL-17, IL-1B, IL-6, TGF-B, IL-23, and TNF-α compared to mice infected with S. mansoni only.…”

Table 1_Regulation effect of seed priming on sowing rate of direct seeding of rice under salt stress.pdf by Yicheng Zhang (790286)

“…Our results demonstrated that under T1–T3, the germination rate, α-amylase activity, and soluble sugar and protein contents were significantly increased after priming treatments. The contents of reactive oxygen species (i.e., O₂⁻ and H₂O₂) and malondialdehyde (MDA) were decreased, while the activities of enzymatic antioxidants (i.e., superoxide dismutase, peroxidase, and catalase) and the K⁺/Na⁺ ratio of rice were significantly increased after the above seed priming treatments. …”

Image 2_Kidney sparing surgery versus radical nephroureterectomy in upper tract urothelial carcinoma: a meta-analysis and systematic review.tif by Leqing Zhou (20981021)

“…In the comparison between the endoscopic management (EM) and RNU groups, EM was associated with worse overall survival outcomes (HR,1.40; 95%CI,1.08-1.82; P=0.01) based on multivariable Cox regression analysis, and the upper tract recurrence rate (OR,39.06; 95%CI, 14.55-104.85; P<0.00001) was significantly higher in the EM group. On the other hand, in patients treated with KSS, postoperative renal function as measured by eGFR increased by 0.4ml/min/1.73 m², while it decreased by 11.4ml/min/1.73 m² in the RNU group (WMD, 11.81 ml/min/1.73 m²; 95%CI,9.06-14.56; P<0.0001).…”

Image 2_Dysfunctional β-cell autophagy induces β-cell stress and enhances islet immunogenicity.tiff by Matthew C. Austin (20633168)

“…Gene ontology analysis revealed a significant upregulation of pathways involved in inflammatory processes, response to ER stress, and the ER-associated degradation pathway. …”

Data Sheet 1_Association of MIF rs1007888 and ARAP1 rs1552224 genetic variants with the risk of gestational diabetes mellitus in a chinese population; case study and meta-analysis.... by Yuxuan Zhang (1425721)

“…ARAP1 rs1552224 was significantly linked to reduced GDM incidence (Allele Model A vs. …”

Data Sheet 4_Unilateral biportal endoscopic transforaminal lumbar interbody fusion versus minimally invasive transforaminal lumbar interbody fusion for single-level lumbar spondylo... by Yu Zhang (12946)

“…Compared with MIS-TLIF, ULIF demonstrated significantly reduced intraoperative blood loss [WMD = −35.71, 95% CI (−51.80, −19.63), p < 0.01], fewer intraoperative fluoroscopy times [WMD = −1.29, 95% CI (−2.56, −0.02), p < 0.05], lower postoperative drainage volume [WMD = −20.64, 95% CI (−37.13, −4.15), p = 0.01], shorter postoperative ambulation time [WMD = −0.30, 95% CI (−0.42, −0.17), p < 0.01], and decreased hospital stay duration [WMD = −1.50, 95% CI (−2.09, −0.90), p < 0.01]. …”

Data Sheet 1_Hypocomplementemia dynamics during tocilizumab therapy in systemic juvenile idiopathic arthritis: a retrospective longitudinal study.xlsx by Jiayun Ling (15249289)

“…Notably, C3 remained significantly correlated at week 48 (r = 0.513, P = 0.025). …”

Table 1_Optimal fertilizer rate and sowing density can improve oat quality, yield and N and P comprehensive efficiency in the Loess Plateau of China.docx by Ruochen Zhang (3434996)

“…The results of correlation analysis revealed significant positive correlations (P< 0.05) of forage yield and CP with nutrients efficiency of oat, but negative correlations with fiber content.…”

Data Sheet 3_Unilateral biportal endoscopic transforaminal lumbar interbody fusion versus minimally invasive transforaminal lumbar interbody fusion for single-level lumbar spondylo... by Yu Zhang (12946)

“…Compared with MIS-TLIF, ULIF demonstrated significantly reduced intraoperative blood loss [WMD = −35.71, 95% CI (−51.80, −19.63), p < 0.01], fewer intraoperative fluoroscopy times [WMD = −1.29, 95% CI (−2.56, −0.02), p < 0.05], lower postoperative drainage volume [WMD = −20.64, 95% CI (−37.13, −4.15), p = 0.01], shorter postoperative ambulation time [WMD = −0.30, 95% CI (−0.42, −0.17), p < 0.01], and decreased hospital stay duration [WMD = −1.50, 95% CI (−2.09, −0.90), p < 0.01]. …”

Gender-specific nonlinear associations between depressive symptoms and all-cause mortality in older adults a prospective cohort study.csv by Shaoyu Zhou (21613739)

“…</p><h2>Data Collection and Processing</h2><ul><li><b>Population</b>: 8,098 U.S. adults aged ≥65 years</li><li><b>Data Collection Period</b>: 2005-2018 (baseline), mortality follow-up until 2019</li><li><b>Median Follow-up</b>: 73 months</li></ul><h3>Key Variables</h3><ol><li><b>Dependent Variable</b>:</li><li><ul><li>All-cause mortality status</li><li>Survival time</li></ul></li><li><b>Primary Independent Variable</b>:</li><li><ul><li>PHQ-9 Depressive Symptom Scores</li></ul></li><li><b>Covariates</b>:</li><li><ul><li>Demographic Factors:</li><li><ul><li>Age</li><li>Sex</li><li>Race</li><li>Education Level</li><li>Marital Status</li></ul></li><li>Health-Related Factors:</li><li><ul><li>Body Mass Index (BMI)</li><li>Smoking Status</li><li>Antidepressant Use</li><li>Major Depressive Disorder (MDD) Status</li></ul></li></ul></li></ol><h2>Analytical Approach</h2><ul><li>Weighted Cox regression models</li><li>Piecewise regression analysis</li><li>Additive Cox model with smoothed curve fitting</li></ul><h2>Key Findings</h2><ul><li><b>Males</b>: J-shaped mortality risk curve</li><li><ul><li>Threshold at PHQ-9 = 6</li><li>Sharp mortality risk increase for scores ≤6</li><li>No significant risk increase for scores >6</li></ul></li><li><b>Females</b>: Linear dose-response relationship</li><li><ul><li>Consistent mortality risk increase across PHQ-9 scores</li></ul></li></ul><h2>Usage Notes</h2><ul><li>Designed for research on geriatric mental health and mortality</li><li>Weights provided for national representativeness</li><li>Consult original publication for full methodological details</li></ul><h2>Limitations</h2><ul><li>Observational study design</li><li>Self-reported depressive symptoms</li><li>Potential unmeasured confounding factors</li></ul><h2>Licensing and Attribution</h2><p dir="ltr">Please cite the original study when using this dataset in research or publications.…”

Effort variation with <i>η</i>. by Ankur Kamboj (19846178)

“…While driving effort increases, exploratory effort decreases initially, and both plateau past the fitted <i>η</i> value. …”

Presentation to DHA25 : Karen Thompson : Fail to Understand Your Data, and Your Analysis Will Fail by Karen Thompson (8546895)

“…</b></p><p dir="ltr"><br><br>Abstract:</p><p dir="ltr"><b>Fail to understand your data, and your analyses will fail</b><br><u>Karen Thompson</u></p><p dir="ltr">Melbourne Data Analytic Platform (MDAP), University of Melbourne, Australia</p><p dir="ltr">The digitisation drive of recent decades has blessed humanities researchers with a significant body of digital data. Data-driven methodologies are increasingly being applied to such digital humanities data, taking advantage of both the bounty and the fast-paced movement towards data literacy. …”

Data Sheet 1_Dynamics of soil nutrients and biological activities along an infection chronosequence of pine wilt disease in subtropical Masson pine forests.docx by Xueyu Song (3600464)

“…The soil physicochemical properties, biological activities all decreased as soil depth increased. Redundancy analysis and Mantel tests underscored the critical role of Total potassium, pH, Total phosphorous, and bulk density in shaping microbial activities. …”