cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24233065.v1
title: A Dataset of Fingerprints for 100 Identified T2DM Patients and 100 Controls

description: This dataset comprises fingerprint data collected from a total of 200 individuals, including 100 identified Type 2 Diabetes Mellitus (T2DM) patients and 100 control subjects. The dataset contains detailed fingerprint information, which can serve as a valuable resource for research and analysis in the context of T2DM and its potential associations with fingerprint characteristics. Researchers and analysts can use this dataset to explore patterns, conduct studies, and derive insights related to T2DM identification and its correlation with fingerprint features
DOI: 10.6084/m9.figshare.24631194.v2
title: Read 2024 Mass Specs Raw Data, kinetics raw data, and Sequence Alignments

description: Zip files contain raw mass spectrometry data for unlabelled <i>Ab</i>HisG<sub>S</sub> (normal and high OD<sub>600</sub> methods), [<sup>15</sup>N]<i>Ab</i>HisG<sub>S, </sub>[<sup>13</sup>C,<sup>15</sup>N]<i>Ab</i>HisG<sub>S, </sub>[<sup>2</sup>H,<sup>15</sup>N]<i>Ab</i>HisG<sub>S</sub>, [<sup>2</sup>H,<sup>13</sup>C,<sup>15</sup>N]<i>Ab</i>HisG<sub>S</sub>, R70A-<i>Ab</i>HisG<sub>S</sub>, and [<sup>13</sup>C,<sup>15</sup>N]R70A-<i>Ab</i>HisG<sub>S</sub>. Furthermore, the complete output of the HisG<sub>S</sub> sequence alignment is included.Excel file containing raw data traces for all kinetics experiments.
DOI: 10.6084/m9.figshare.28945754.v1
title: Supplementary Material for: Uncovering candidate genes associated with cardiovascular disease in patients with arteriovenous fistula and end-stage renal disease

description: Background: The molecular association between end-stage renal disease (ESRD), arteriovenous fistula (AVF) failure, and cardiovascular disease (CVD) remains unclear. This study aims to investigate their potential relationship.
Methods: Three datasets were downloaded from the public database. AVF-failed related differentially expressed genes (DEGs), CVD-related DEGs, and ESRD-related DEGs were identified by differential expression analysis and weighted gene co-expression network analysis (WGCNA). Then, AVF-failed-related-, CVD-related-, and ESRD-related DEGs were overlapped to obtain the hub genes. The diagnostic values of hub genes were evaluated. Finally, the immune infiltration analysis and drug prediction were performed.
Results: A total of four hub genes (ABCC8, ALPI, FGF11, and OBP2A) were identified, and those genes have excellent diagnostic accuracy. Among them, ABCC8, ALPI, and FGF11 showed good sensitivity and specificity. However, compared to the non-diabetic subgroup, the diagnostic ability of these genes was weaker in the diabetic subgroup for distinguishing AVF failure in ESRD patients. Type 17 T helper cells and gamma delta T cells may be associated with CVD caused by ESRD and AVF. A total of 15 drugs associated with hub genes were predicted.
Conclusion: ABCC8, ALPI, and FGF11 could serve as potential diagnostic biomarkers for AVF failure and CVD in HD-treated ESRD patients. Their robustness needs to be validated in larger cohorts and additional subgroups with comorbidities.
DOI: 10.6084/m9.figshare.3103012
title: Inter-comparison of low-cost sensors for measuring the mass concentration of occupational aerosols

description: Low-cost sensors are effective for measuring the mass concentration of ambient aerosols and second-hand smoke in homes, but their use at concentrations relevant to occupational settings has not been demonstrated. We measured the concentrations of four aerosols (salt, Arizona road dust, welding fume, and diesel exhaust) with three types of low-cost sensors (a DC1700 from Dylos and two commodity sensors from Sharp), an aerosol photometer, and reference instruments at concentrations up to 6500 µg/m<sup>3</sup>. Raw output was used to assess sensor precision and develop equations to compute mass concentrations. EPA and NIOSH protocols were used to assess the mass concentrations estimated with low-cost sensors compared to reference instruments. The detection efficiency of the DC1700 ranged from 0.04% at 0.1 µm to 108% at 5 µm, as expected, although misclassification of fine and coarse particles was observed. The raw output of the DC1700 had higher precision (lower coefficient of variation, CV = 7.4%) than that of the two sharp devices (CV = 25% and 17%), a finding attributed to differences in manufacturer calibration. Aerosol type strongly influenced sensor response, indicating the need for on-site calibration to convert sensor output to mass concentration. Once calibrated, however, the mass concentration estimated with low-cost sensors was highly correlated with that of reference instruments (<i>R</i><sup>2</sup>= 0.99). These results suggest that the DC1700 and Sharp sensors are useful in estimating aerosol mass concentration for aerosols at concentrations relevant to the workplace. © 2016 American Association for Aerosol Research
DOI: 10.17632/b4f5s562kp
title: Data for: Optimization of harvest and logistics for multiple lignocellulosic biomass feedstocks in the Northeastern United States
DOI: 10.17632/vdd8x5f9vr
title: Digital Twin of an Aquarium

description: The digital twin of an aquarium consists of a physical asset in which 3D printed components were used. This dataset contains all the .stl files used to print the objects. The digital twin also includes a digital model of the aquarium which is also present in the dataset. The aquarium.stl file contains only a 3D model while the aquarium solid master files are different file types where the aquarium has received material visuals. The two code repositories are Aquarium Dashboard and Aquarium Jetson. Bill of materials is a list of all bought items for the project.
DOI: 10.17632/w37f9wj7w4
title: Data for: An investigation on the properties of boron modified Cu-Al-Be polycrystalline shape memory alloys
DOI: 10.6084/m9.figshare.13012682.v1
title: A S/T motif controls reversible oligomerization of the Hsp40 chaperone DNAJB6b through subtle reorganization of a β-sheet backboneUntitled Item

description: 1. 15N_relaxation: This folder contains the relaxation and chemical shift data (as defined in the filenames) used in the fits to the 4 state model for WT and T142A in the corresponding folders. The R2_R1.txt file contains the values of R2 and R1 for the main state A. The fit4state.py file fits the data to the 4 state model (requires the numpy and lmift modules) (currently set up for WT fit) states.py contains the chemical shift, relaxation and exchange matrices for various models<br>2. csp_fits Contains the chemical shift titration data for WT (Figure S11). The concentration of total CTD added is noted in the filename and each file has the format atom1;atom2 chemShift_atom1(Hz) chemShift_atom2(Hz)<br>3. methyl_relaxation 1H and 13C methyl CPMG data. The data are separated in two datasets, termed 'B1' and 'Cterm' for residues in proximity to ST16, ST17 and those in the C-terminus respectively. 1H and 13C exchange induced chemical shifts are provided in the X_ExchShifts_*.txt files The CPMG 3kHz folder contains the 1H, 13C r2eff values at 3kHz cpmg field used to derive r relationships between R2a at 600 MHz and 800 MHz fitCPMG_CS_2state.py performs fits to a 2-state model (requires the numpy and lmift modules) and states.py contains the chemical shift, relaxation and exchange matrices<br>
DOI: 10.6084/m9.figshare.13019090.v1
title: Salmonella sq_DM for PeerJ.zip

description: The file contain the nucleotide sequences of 7 housekeeping genes for MLST of Salmonella isolated from meats sold in Thailand-Laos border area.
DOI: 10.6084/m9.figshare.1619777.v1
title: Single photos from day 0 to the age of one year of a zebra finch

description: Addition to the scheme of the first year in the life of a Zebra Finch female (<em>Taeniopygia guttata</em>) (http://dx.doi.org/10.6084/m9.figshare.1617518). Single photos are here provided in a powerpoint file. As reference size always a 1 cent € coin was positioned close to the individual.
DOI: 10.6084/m9.figshare.22139921.v1
title: RSI-CB256

description: RSI-CB256 has more than 24,000 images and 35 categories with 690 images per category. RSI-CB has a higher spatial resolution than other existing datasets, which can be seen clearly from the image memory size. <br>
DOI: 10.6084/m9.figshare.26087869.v1
title: HiGTS_2010s1

description: HiGTS is a high temporal resolution global gridded dataset of human thermal stress metrics. Derived using climate variables from ERA5-Land and ERA5, the HiGTS consists of hourly gridded maps of Universal Thermal Climate Index (UTCI), Universal Thermal Stress (UTS), and daily Thermal Stress Duration (TSD) at 0.1° × 0.1° spatial resolution over the global land surface.HiGTS_2010s1 contains the data from January 1, 2010 to March 31, 2010.
DOI: 10.6084/m9.figshare.27094018.v2
title: Supplementary Material for: A scoping review of fall-risk screening tools in the Emergency Department for future falls in older adults.

description: Background
Approximately one third of adults over the age of 65 experience falls annually, with half resulting in injury. Peak bodies have recommended the use of fall-risk screening tools in the emergency department (ED) to identify patients requiring in-depth assessment and potential fall-prevention intervention. This study aimed to examine the scope of published studies on fall-risk screening tools used in the ED, and evidence of associations between screening and future falls.
Summary
PubMed, Embase and CINAHL were searched for peer-reviewed journal articles published since 2012 that examined one or more screening tools to identify patient-level fall risk. Eligible studies described fall-risk tools applied in the ED. Data extracted included sample information, variables measured and statistical analysis.
Sixteen studies published since 2012 were included after full-text review. Fourteen unique screening tools were found. Eight tools were fall-risk screening tools, one tool was a functional screening tool, one tool was a frailty screening tool, two tools were rapid physical tests, one tool was a trauma triage tool, and one tool was a component of a health-related quality of life measure. Studies that evaluated prognostic performance (n = 11) generally reported sensitivity higher than specificity. Previous falls (n = 10) and high-risk medications (n = 6) were consistently associated with future falls. Augmentation with additional variables from the electronic medical record (EMR) improved screening tool prognostic performance in one study.
Key Messages
Current evidence on the association between the use of fall-risk screening tools in the ED for future falls consistently identifies previous falls and high-risk medications as associated with future falls. Comparison between tools is difficult due to different evaluation methods and different covariates measured. Augmentation of fall-risk screening using the EMR in the ED requires further investigation.
DOI: 10.6084/m9.figshare.27119376.v1
title: A finer-grained high altitude EEG dataset for hypoxia levels assessment

description: The study reports on a high-altitude EEG dataset comprising 64-channel EEG signals from 23 subjects, aiming at achieving a finer-grained assessment of hypoxia levels. Four hypoxia levels were induced by creating a gradient of oxygen partial pressure through changes in altitude and external hypoxia stimulation. The dataset was collected in a hypoxic chamber that simulates altitude changes, allowing for a refined classification of different hypoxia levels based on ranges of oxygen saturation. The total recorded EEG data amounts to approximately 10.25 hours. Validation results indicate that the four hypoxia levels can be effectively recognized using EEG signals. Compared to binary classification, our fine-grained dataset allows for more precise detection of hypoxia levels. This dataset is anticipated to have significant research and practical value in developing accurate methods for identifying hypoxia levels. As a valuable and standardized resource, it will enable extensive analysis and comparison for researchers in the field of high-altitude hypoxia.
DOI: 10.6084/m9.figshare.5086852.v1
title: Analyzed apps for learning languages

description: Analysis on commercial apps
DOI: 10.17632/bzyb79rc96
title: HMGB1-Mediated Pyroptosis Promotes Inflammation and Contributes to Skeletal Muscle Atrophy induced by Cigarette Smoke

description: We hypothesize that high levels of oxidative stress compounds resulting from CS exposure stimulate the exocytosis of HMGB1. HMGB1 binds to TLR4 and triggers the activation of the NLRP3 inflammasome. The NLRP3 inflammasome mediates pyroptosis by releasing inflammatory factors and cellular components, exacerbating inflammation and accelerating skeletal muscle atrophy.
DOI: 10.17632/g7jz5cvhxk
title: Results of numerical mechanical stress calculations for the first stage of impeller compressors

description: The file contains the results of numerical mechanical calculations for the first stage of a compressor impeller, compared to data from the materials database. The equivalent stress was the primary parameter analyzed.
DOI: 10.17632/mscd3thwyn
title: MX2 forms nucleoporin-comprising cytoplasmic biomolecular condensates that lure viral capsids

description: Source data (numerical, uncropped immunoblots, and imaging data) for main and supplementary figures. Source data (ZEN files) for the live cell imaging experiments are not provided due to size limitations but are available upon request from the lead contact.
DOI: 10.17632/p3hjzd9mjb
title: Analyzing the temperature performance gap in heavyweight construction in hot Mediterranean summers

description: 3 files excel sheet EDSL TAS simulation; Recorded Temperature Data for weather and in 3 Purpose built test cells
DOI: 10.6084/m9.figshare.25921213.v3
title: Enhancing CAMPA Plantation Success: Lessons from Maharashtra's Western and Central Regions

description: This data set is associated with study or manuscript titled '<b>Enhancing CAMPA Plantation Success: Lessons from Maharashtra's Western and Central Regions</b>'.
DOI: 10.6084/m9.figshare.5129017.v1
title: Supplementary Material for: Donepezil Adherence, Persistence and Time to First Discontinuation in a Three-Year Follow-Up of Older People

description: <b><i>Background:</i></b> Donepezil is indicated for the management of mild to moderate dementia, particularly in Alzheimer's disease. Several studies have described low adherence rates with donepezil. <b><i>Aim:</i></b> To examine and measure donepezil adherence, persistence and time to first discontinuation in older New Zealanders. <b><i>Methods:</i></b> An inception cohort of 1,999 new users of donepezil, aged 65 years or older, were identified from the Pharmaceutical Collections and National Minimum Dataset from 1 November 2010 to 31 December 2013. Kaplan-Meier curves and Cox regression analysis were used to estimate the cumulative probability and risk of time to first discontinuation of donepezil therapy. <b><i>Results:</i></b> The mean age of the cohort was 79.5 ± 6.4 years and included 42.7% females. Adherence was high (89.0%), while the proportion of donepezil dispensings (81.0-32.5%) declined between 6 and 36 months. Persistence between the 1st and 6th dispensing visit decreased by 19.0%, and 11.0% of the total cohort had a gap of 31 days or more. The adjusted risk of time to first discontinuation in the non-adherent group was 2.2 times (95% CI 1.9-2.6) that of the adherent group. <b><i>Conclusions:</i></b> The non-adherent new donepezil users, on average, discontinued faster than the adherent group. Time to first discontinuation in this study was higher compared to discontinuation rates observed in clinical trials.
DOI: 10.14749/27644532
title: South African Social Attitudes Survey (SASAS) 2007: Questionnaire 2 - All provinces

description: <p> The questions contained in SASAS questionnaires one and two for 2007 were asked of a half sample of approximately 3500 respondents each.</p><p> The data set contains 2907 records and 116 variables.</p><p> Topics included in the questionnaires are: democracy, intergroup relations, public services, moral issues, crime, voting, demographics and other classificatory variables.</p><p> Rotating modules are: child poverty, poverty, household expenditure, women, childcare and work (client module)climate change / global warming, soccer world cup, service delivery, Batho Pele principles, International Social Surveys Programme (ISSP) module: leisure time and sport and smoking and tobacco behaviour (client module).</p>
DOI: 10.6084/m9.figshare.22061258.v1
title: Simulation S6 Data Files

description: MATLAB data files from simulation S6 Labels are measurement distance from the simulated tank inlet
DOI: 10.6084/m9.figshare.25254673.v3
title: Dataset of "Unearthing the soil-borne microbiome of land plants"

description: We described the soil-borne microbiome of land plants
DOI: 10.6084/m9.figshare.29198486.v2
title: Leveraging LLMs for Curating High-Quality Bug Report Datasets

description: This repository contains (1) a manually labeled set of 2,000 bug reports and (2) five curated subsets from <b>QualDataBug</b> (SS1–SS5), selected using combinations of LLM classifications to reduce noise. The original BugHub dataset had ~40% noise, while the curated subsets have significantly lower noise levels: SS1 (9.58%), SS2 (16.25%), SS3 (19.29%), SS4 (21.59%), and SS5 (27.25%).
DOI: 10.6084/m9.figshare.5932357.v1
title: Circular movement of honey bee spermatozoa inside spermatheca

description: It is believed that in honey bees spermatozoa stored inside the spermatheca remain motionless, however, some studies have reported the contrary. To observe behaviour of spermatozoa inside spermathecae, we have instrumentally inseminated queens with spermatozoa stained with fluorescent stains. During the first 8 h after insemination movement of the spermatozoa was stationary, without fast forward movement. Later, we observed circular movement of the spermatozoa inside spermathecae. Numerous circles were visible at one time. The circles were located close to the spermathecal wall. Movement of the spermatozoa was also observed in spermathecae of naturally inseminated queens. The marble-like pattern of the spermathecae was changing. The changes were slow and well visible only when video recordings were played at high speed.
DOI: 10.17632/mm3y7dg32c
title: A case study of a Sports School Scholarship Programme: Student-Athlete Perceptions of the Talent Development Environment and Dual Career Development Environment

description: Abstract 
Purpose: Sports scholarship programmes are a common feature internationally for organisations to attract and retain sporting student-athletes. The current study presents student-athlete perspectives of the talent development environment (TDE) and dual career development environment (DCDE) of a sports school scholarship programme. Methods: A case study design was adopted to analyse student-athlete perspectives of a sports scholarship programme using the talent development environment questionnaire (TDEQ-5) and dual career competency questionnaire (DCCQ-A). Results: Overall, the TDE was perceived positively, with long-term development and alignment of expectations the highest subscales. Support network was the lowest perceived subscale. All dual career (DC) competencies were considered important by student-athletes however, results showed that student-athletes possession of DC competencies were significantly lower than importance in 88% of competencies. Emotional awareness was the subscale that required the most development. Conclusion: Student-athletes perceived the TDE positively yet felt the sports scholarship programme could develop their DC competencies further. Organisations offering sports scholarships should ensure stakeholders recognise the demands of a DC by monitoring the value of such programmes. Resources should be allocated to target the holistic development of its student-athletes preventing sports scholarships solely being an organisational marketing strategy.
DOI: 10.6084/m9.figshare.19960232.v2
title: Fluorescence imaging of CCA organoid-derived cells

description: A large database of microscopic images of more than 75,000 individual organoid-derived cancer and normal cells from 3 cholangiocarcinoma patients.
DOI: 10.6084/m9.figshare.27180288.v1
title: Kinematics, kinetics, and muscle activations during human locomotion over compliant terrains

description: This dataset reports the lower-limb kinematics and kinetics of twenty able-bodied participants walking at multiple stiffness levels (1000 kN/m, 80 kN/m, 40 kN/m, and 25 kN/m) and speeds (0.8 m/s, 1 m/s, and 1.2 m/s). Data were recorded by a Vicon motion capture system and, a unique robotic treadmill, the Variable Stiffness Treadmill 2 (VST 2). The data can be used to identify specific gait patterns, balance strategies, and muscle activation profiles that individuals adopt over compliant surfaces. This information is crucial for designing better controllers for prosthetic limbs, improved rehabilitation protocols, and adaptive assistive devices that can enhance mobility on compliant surfaces, and for optimizing controllers for robotic walkers.
The experiment’s data is saved in twenty (20) MATLAB structs, each one corresponding to the data collected from each of the 20 participants. Each struct is named “SUBXX”, where XX represents the single or double-digit participant ID as listed in Table 1 of the accompanying manuscript, e.g. “SUB01” represents the data for participant ID #1, “SUB10” for ID #10 etc. Each struct file contains the anthropometric and demographic information of each participant within the cell “SUBXX.subjectInfo”, as well as the raw experiment data of all trials parsed in gait cycles. The sampling rate for the structure by data type is as follows:
• Markers, Joint Angles, Forces, Moments, Powers, CoM - 100Hz
• Force mats (GRF, CoP) – 65 Hz
• EMG, IMU– 2000 Hz
• Heart rate data – 1 Hz (data was resampled to 100Hz for synchronization purposes)
DOI: 10.6084/m9.figshare.27324858.v1
title: Unilateral-Dominant Lameness Induces Changes in BreakoverDuration Symmetry in Equine Walk- Data Files

description: This Figshre contains the data underpinning the findings of the associated manuscript.In brief, 16 horses (5 sound, 3 forelimb lame, 7 hindlimb lame and 1 both fore- and hindlimb lame) were walked along a hard track with inertial measurement units (IMUs) attached to the lateral aspect of each hoof. The IMUs contained gyroscopes which measured angular velocities in the x-, y- and z-directions (relative to the reference system of the device) at a frequency of 200Hz.The resultants of angular velocity were calculated and used to detect the gait events: hoof-on, -off and onset of breakover. From these, temporal gait parameters were calculated.Results indicate that, whilst stride and stance duration appear to have been unaffected by lameness, there was an effect on breakover duration. For sound horses, the breakover duration of the left and right limbs of fore- and hindlimb pairs demonstrated a high degree of symmetry; whereas, in lame limb pairs, there was a breakdown in this symmetry, with the breakover duration of the lame limb being significantly longer than that of the contralateral limb. This finding held for all horses included in the study.The pattern should be investigated further to explore its usefulness as an indicator of lameness.
DOI: 10.6084/m9.figshare.28623722.v1
title: Data

description: Mobbing response data