cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25183706.v2
title: A sample of multimodal neuroimaging dataset from a single participant from MND-MFHC.

description: The sharing of multimodal magnetic resonance imaging (MRI) data is of utmost importance in the field, as it enables a deeper understanding of facial nerve-related pathologies. However, there is a significant lack of multi-modal neuroimaging databases specifically focused on these conditions, which hampers our comprehensive knowledge of the neural foundations of facial paralysis. To address this critical gap and propel advancements in this area, we have released the Multimodal Neuroimaging Dataset of Meige Syndrome, Facial Paralysis, and Healthy Controls (MND-MFHC). This dataset includes detailed clinical assessments of 53 individuals with facial paralysis (FP), 31 patients with Meige syndrome (MS), and 102 healthy controls (HC). To promote open access, the BIDS-formatted data and associated quality control reports can be accessed through the Science Data Bank (SciDB) as part of the Chinese Color Nest Community (\url{https://ccnp.scidb.cn/en}):the FP dataset (\url{https://doi.org/10.57760/sciencedb.09677}), the MEIGE dataset (\url{https://doi.org/10.57760/sciencedb.10796}), and the HC dataset (\url{https://doi.org/10.57760/sciencedb.10872}). By sharing this comprehensive dataset, our aim is to facilitate further research and exploration into the intricate neural mechanisms underlying facial nerve-related pathologies.
DOI: 10.17632/r55pbs5s8p
title: Data on European kitchen layouts belonging to vulnerable consumers (elderly people and young families with children or pregnant women) and risk-takers (young single men)

description: The data contains kitchen layouts belonging to vulnerable consumers (elderly people and young families with children or pregnant women) and risk-takers (young single men).
DOI: 10.6084/m9.figshare.22829108.v4
title: Supplemental data for the manuscript: Fusion Oncogenes associated Nodal Metastasis are Age Dependent in Young Adult Patients with Thyroid Cancers

description: Supplemental data for the manuscript: Fusion Oncogenes associated Nodal Metastasis are Age Dependent in Young Adult Patients with Thyroid Cancers
DOI: 10.17632/bfdtdmtwf7
title: Innovative Experimental Assessment of Human-Structure Interaction Effects on Footbridges with Accurate Multi-Axial Dynamic Sensitivity using Real-Time Hybrid Simulation

description: This study evaluated the dynamic performance of a reference footbridge under human-structure interaction (HSI) effects using Real-Time Hybrid Simulation (RTHS). The footbridge, designed with precise multi-axial dynamic sensitivity, was tested un-der pedestrian gait velocities of 1.20, 1.50, and 1.80 m/s. The RTHS framework in-volved an analytical continuous model of the footbridge as a numerical substructure and real human gait loads as the experimental substructure. Results revealed significant dynamic coupling between pedestrian-induced loads and the structure’s response. Lateral vibrations exhibited a fundamental frequency of around 1.0 Hz, while vertical vibrations peaked near 2.0 Hz. The dynamic synchronization, especially at higher gait velocities, amplified structural vibrations, with lateral loading increasing by up to 300% in the middle span. Vertical loads showed substantial amplification and attenuation, depending on the gait velocity and the footbridge location. Lateral accelerations displayed a dispersion of approximately 15%, while vertical accelerations showed higher variability, with dispersions reaching up to 20%. The RTHS technique demonstrated high fidelity and accuracy, with global errors below 2.95% and delays of less than 2.10 ms across all evaluated directions. These results emphasize the critical im-portance of accounting for HSI effects in the design of pedestrian footbridges, as hu-man-induced vibrations can significantly impact structural serviceability and user comfort. The study offers important insights into optimizing footbridge design to mitigate the risks of excessive vibrations, ensuring both safety and functionality under typical pedestrian loads.
DOI: 10.6084/m9.figshare.13232588.v1
title: naive

description: narrow peak
DOI: 10.17632/rpgmnjzxjz
title: Effectiveness of Group tele- rehabilitation on quality of life in patients with Parkinson's disease 

description: Null hypothesis: Group Tele- Rehabilitation will not significantly improve quality of life of patients with Parkinson’s disease in comparison to the Individual Tele-Rehabilitation.
Alternate hypothesis: Group Tele- Rehabilitation will significantly improve quality of life of patients with Parkinson’s disease in comparison to Individual Tele-Rehabilitation.
It is a Two Group Pretest- Posttest Non-Randomized clinical trial. Sampling is done by the method of convenience sampling. 
Total of 16 patients were included in the study.
Normal distribution of the collected data was analyzed using Shapiro Wilk test.
Between the group analysis was done using Independent t test and Mann Whitney U test.
For within group analysis, test used was paired t-test and Wilcoxon sign rank t test .
DOI: 10.17632/bm3wyhzxf6
title: Immunostimulant profile of Arthrospira (Spirulina) Platensis

description: Arthrospira (Spirulina) platensis is a blue-green microalga belonging to the cyanobacteria group. This microalga has a high and diverse content of chemical components, including proteins, fats, carbohydrates, vitamins, and minerals, as well as active components such as alkaloids, saponins, phenols, flavonoids, and tannins. Additionally, it also contains a blue natural pigment called phycocyanin. Some researchers state that spirulina exhibits antibacterial, antioxidant, antiplasmodial, anticancer, and immunostimulant activities. This microalga can be cultivated both indoors and outdoors. This dataset comprises and represents the different immunostimulant activities of biomass, extracts, and pigment from Arthrospira (Spirulina) Platensis Cultivated in Outdoor Inclined Plastic Column Photobioreactor.
DOI: 10.17632/sx5hhy5n66
title: Data for: Daily thermal preference variation of the sand recluse spider Sicarius thomisoides (Araneae: Sicariidae)
DOI: 10.17632/5xkpk8ykxn
title: Data for: Game Over or Play Again? Deploying games for promoting water recycling and hygienic practices at schools in Ethiopia
DOI: 10.17632/b8mtpnr96j
title: Data for: A clinical study on the difference among proteinuria components in preeclampsia and pregnancies complicated with chronic nephrosis

description: the components of proteinuria in PE and PCCN
DOI: 10.17632/vdv76ysm7h
title: Data for: The effects of running a 12-km race on neuromuscular performance measures in recreationally competitive runners

description: Biomechanics data for "The effects of running a 12-km race on neuromuscular performance measures in recreationally competitive runners".
DOI: 10.17632/9kzgncmhgg
title: OSL data of Can Gio sediments

description: Raw and processed data of the OSL measurements for determining OSL ages of sediment cores CG-1 and CG-2.
DOI: 10.6084/m9.figshare.17701130.v1
title: EEG Dataset for RSVP and P300 Speller Brain-Computer Interfaces

description: EEG dataset for subject 14
DOI: 10.17632/fgsx9hn8zh
title: Synthetic Clustering Dataset (K=20)

description: The synthetic data set has 600 points that form 20 clusters with 30 points each in 2 dimensions. The offset between a given point and its true center in each dimension is determined by Rand[0.02, 0.04] ∗ G where G is a random Gaussian number.
DOI: 10.17632/wwmvnkm46h
title: Collaborative Consistent Vehicle Routing Problem with Workload Balance (Instances))

description: Instances for the Collaborative Consistent Vehicle Routing Problem with Workload Balance
DOI: 10.17632/sv792pk7c3
title: Supplementary Data on Scientometrics of Marine Hose

description: This dataset on the scientometrics of marine hose is presented. It shows supplementary data that includes author details, publication data, funding information, affiliations, keywords, word clouds and retrieved data from Web of Science (WoS) and SCOPUS databases. This dataset was used for the paper by applying Scientometric science, which is based on bibliometric analysis. The results were used for establishing research patterns, visualisation data and identifying developmental issues on marine hoses. The data on marine hose were also included, as the data were subjected to a scientometric study which looked at various parameters like publication years, authorship, and publication's country base to understudy the research pattern. See the full paper in: Amaechi, C.V., Ja'e, I.A., Reda, A., Ju, X. (2022). Scientometric review and thematic areas for the research trends on marine hoses. Energies. 2022.
DOI: 10.21233/8hrd-5z09
title: R MA  74 pollen surface sample dataset

description: Raw data for the R MA  74 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.6084/m9.figshare.19561609.v1
title: Raw data of survivor bias in ozone-volatile organic compounds system.xlsx

description: Raw data of survivor bias in ozone-volatile organic compounds system.
DOI: 10.17632/mr429786n5
title: Building Form and Massing of Lightweight Steel Frame Micro-house Performance 

description: This data set provide an experiment of building form of LSF micro-house between I (1) shape and L (2) shape with WWR (wall window ratio) and different orientation. Building form and massing exploration using generative algorithms without programming or scripting requirements, since its graphical algorithms editor integrated with Rhino’s 3-D modeling tools. Meanwhile, by adding Ladybug and Honeybee plug-ins for Grasshopper® it can help the assessment of an environmentally architectural design.  Those data imported by Ladybug and analyzed through Grasshopper, later it can generate the weather diagram/metric for climate analysis such as sun-path, wind-rose, radiation rose, and shadow pattern. The next step, Ladybug will interpret the thermal comfort perception by adding the input of clothing insulation and metabolic rate data. This plug-ins uses PMV index to calculate the indoor thermal comfort and shown by color degradation of red which means hot and blue which means cold. In this experiment, the clo = 0.6 (casual summer) and the met = seating (typically activity at home)
DOI: 10.17632/z4nr7p7ry7
title: Sugrue et al. 2022 - NanoString - Cell Reports Medicine 

description: NanoString data from whole blood unstimulated or stimulated with polyIC, R848 and IFNa2 from women exposed to hepatitis C virus through contaminated anti-D immunoglobulin. Gene expression was quantified using the NanoString human immunology panel v2 (NanoString). Samples were processed 12 at a time. RNA was diluted to 100ng and a thermocycler pre-heated to 65oC. Reporter and capture probes were thawed to room temperature. A master mix containing 5μl of hybridisation buffer and 3l of the reporter probes was added to each well of a 12 well stip. 5μl of sample was added to the each well, followed by 2μl of the capture probes. The strips were capped and mixed by inverting and placed in a thermocycler at 65oC overnight for 16 hours. Following hybridisation, samples were transferred in the 12 well strips to the nCounter automatic prep station, where excess probes were removed through a two-step magnetic bead based purification. The purified complexes were eluted and immobilised on a cartridge for counting using the nCounter Digital Analyser (NanoString). Count data was exported as reporter code count (RCC) files. RCC files were imported into the NanoString nSolver software for normalisation using positive and negative probes. Differences in RNA input were corrected using housekeeping genes selected using the geNorm method (ALAS1, EEF1G, G6PD, HPRT1, POL2RA, PPIA, RPL19, SDHA, TBP). Lowly expressed genes with counts <4 in 75% of samples were filtered out. Principal component analysis of the positive and negative probes indicated batch effects between sample runs. Prior to downstream analysis, these batch effects were corrected using the removeBatchEffect function in the Limma package in R.
DOI: 10.6084/m9.figshare.7047695.v1
title: Supplementary Material for: MicroRNA High Throughput Loss-of-Function Screening Reveals an Oncogenic Role for miR-21-5p in Hodgkin Lymphoma

description: <b><i>Background/Aims:</i></b> Classical Hodgkin lymphoma (cHL) is among the most frequent lymphoma subtypes. The tumor cells originate from crippled germinal center (GC)-B cells that escaped from apoptosis. MicroRNAs (miRNAs) play important roles in B-cell maturation and aberrant expression of miRNAs contributes to the pathogenesis of cHL. Our aim was to identify oncogenic miRNAs relevant for growth of cHL using a high-throughput screening approach. <b><i>Methods:</i></b> A lentiviral pool of 63 miRNA inhibition constructs was used to identify miRNAs essential to cell growth in three cHL cell lines in duplicate. As a negative control we also infected cHL cell lines with a lentiviral barcoded empty vector pool consisting of 222 constructs. The abundance of individual constructs was followed over time by a next generation sequencing approach. The effect on growth was confirmed using individual GFP competition assays and on apoptosis using Annexin-V staining. Our previously published Argonaute 2 (Ago2) immunoprecipitation (IP) data were used to identify target genes relevant for cell growth / apoptosis. Luciferase assays and western blotting were performed to confirm targeting by miRNAs. <b><i>Results:</i></b> Four miRNA inhibition constructs, i.e. miR-449a-5p, miR-625-5p, let-7f-2-3p and miR-21-5p, showed a significant decrease in abundance in at least 4 of 6 infections. In contrast, none of the empty vector constructs showed a significant decrease in abundance in 3 or more of the 6 infections. The most abundantly expressed miRNA, i.e. miR-21-5p, showed significantly higher expression levels in cHL compared to GC-B cells. GFP competition assays confirmed the negative effect of miR-21-5p inhibition on HL cell growth. Annexin-V staining of cells infected with miR-21-5p inhibitor indicated a significant increase in apoptosis at day 7 and 9 after viral infection, consistent with the decrease in growth. Four miR-21-5p cell growth- and apoptosis-associated targets were AGO2-IP enriched in cHL cell lines and showed a significant decrease in expression in cHL cell lines in comparison to normal GC-B cells. For the two most abundantly expressed, i.e. BTG2 and PELI1, we confirmed targeting by miR-21-5p using luciferase assays and for PELI1 we also confirmed this at the protein level by western blotting. <b><i>Conclusion:</i></b> Using a miRNA loss-of-function high-throughput screen we identified four miRNAs with oncogenic effects in cHL and validated the results for the in cHL abundantly expressed miR-21-5p. MiR-21-5p is upregulated in cHL compared to GC-B cells and protects cHL cells from apoptosis possibly via targeting BTG2 and PELI1.
DOI: 10.17632/t7mwf7dng5
title: GRAPE-Dilepton (Version 1.1) A generator for dilepton production in ep collisions

description: Abstract GRAPE-Dilepton is a Monte Carlo event generator for dilepton production in ep collisions. The cross-section calculation is based on the exact matrix elements in the electroweak theory at tree level. The dilepton productions via γγ, γZ^0 , Z^0 Z^0collisions and via photon internal conversion are taken into account. In addition, the effects of the Z^0on/off-shell production are also included. The relevant Feynman amplitudes are generated by the automatic calculation system GRACE. The calcul... Title of program: GRAPE-Dilepton (v1.1) Catalogue Id: ADNR_v1_0 Nature of problem A precise estimation of the cross-section of the electroweak dilepton production in ep collisions is required in various physics analyses, where 8~48 Feynman diagrams can contribute. Versions of this program held in the CPC repository in Mendeley Data ADNR_v1_0; GRAPE-Dilepton (v1.1); 10.1016/S0010-4655(00)00246-0 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2019)
DOI: 10.6084/m9.figshare.25514837.v1
title: Creating and running an escape room for healthcare curricula: AMEE Guide No. 168

description: In this guide we provide instructions and recommendations about creating and running escape rooms for healthcare education. In recent years there has been a growing interest in adopting escape rooms as an educational tool to be included in healthcare curricula, and we attempt to explain why and how these tools are fit for the particularities of this type of education. We first describe the steps that a design team will have to follow to create an educational escape room from scratch, from core characteristics like target audience and learning goals to actual puzzle design and testing. We then continue by providing recommendations to operators and lecturers about how to run such escape room as part of an overall teaching session that also includes a lecture, briefing, debriefing and evaluation. We finalise this guide by listing a set of tools for validating and evaluating these types of escape rooms.
DOI: 10.6084/m9.figshare.28016330.v1
title: Table S2

description: This study utilized lipopolysaccharide (LPS,Sigma-Aldrich, RRID: SCR_008988, USA) to establish cell and animal inflammation models and investigated whether inflammation during pregnancy upregulates the expression of the glycolytic enzyme PFKFB3 and promotes glycolysis by activating the intracellular PI3K-Akt-mTOR pathway, thereby promoting myometrial contraction by pharmacological intervention of the PI3K-Akt-mTOR/PFKFB3 pathway.
DOI: 10.6084/m9.figshare.27918756.v1
title: Ovule abortion count, Dikaya et al.

description: Quantification of seed abortion rates in six different A. thaliana genotypes.
DOI: 10.6084/m9.figshare.5723110.v2
title: Timelapse 3 - raw confocal files 2

description: See accompanying word documents<br><br>
DOI: 10.17632/cr8j7h2d2y
title: The disease of corruption: Missing funds and health conditions in Brazilian municipalities 

description: Database used to article The disease of corruption: Missing funds and health conditions in Brazilian municipalities, the name of variable are in portuguese
DOI: 10.17632/mzptp5cmr7
title: A Dataset of Young People’s Perception on Dissemination of Government Propaganda and Socialist Culture Content in China.

description: The provided data comprises responses from 331 participants residing in 135 cities across China, offering extensive geographic coverage. The top contributors are Guangzhou, Shanghai, Beijing, Hangzhou, and Nanjing, representing major Chinese cities with substantial populations and youthful demographics. The participants encompass various occupations, including students, self-employed individuals, foreign workers, and state-owned enterprise employees. This dataset serves as a valuable resource for analyzing Chinese youth's preferences on short video media platforms, their perception on the dissemination of government messages and socialist cultures. It encompasses diverse question formats, including single-choice, multiple-choice, quizzes, and seven-dimensional scale questions. From a cultural perspective, this data is pertinent for scholars and students studying Chinese mainstream culture and subcultures. It elucidates the evolving dynamics between mainstream culture, rooted in Chinese socialism with unique characteristics, and the multifaceted youth subcultures that are no longer solely resistant but also adaptive in today's complex sociocultural landscape. At the media level, this dataset offers insights into the impact of new media on cultural communication, highlighting the challenges mainstream values face in adapting to the digital era. It is valuable for those researching Chinese new media, social media, and short-video platforms. Furthermore, on an international level, the data can aid scholars and experts studying international cultural communication and relations by exploring the interplay between different cultural fields and their implications for China's cultural security. Researchers can conduct quantitative analyses, such as correlation and regression analyses, to uncover trends in Chinese youth's cultural choices and their influencing factors. This research can illuminate the current state of mainstream culture and subculture in China, as well as its global implications in terms of cultural exchanges and competition. Ultimately, this data is invaluable in examining the cultural choices of Chinese youth, their impact on mainstream culture, and their relevance to contemporary issues like the digital economy, cross-cultural communication, and cultural erosion. It offers a forward-looking perspective on a research topic of significant value.
DOI: 10.17632/r8d69gst88
title: Lightning strike damage images of CFRP laminates Part2

description: This is the second part of the dataset. For the first part, please see "Lightning strike damage images of CFRP laminates Part1".
Due to the complex and uncertain physics of lightning strike on carbon fiber-reinforced polymer (CFRP) laminates, conventional numerical simulation methods for assessing the residual strength of lightning-damaged CFRP laminates are highly time-consuming and far from pretty. To overcome these challenges, this study proposes a new prediction method for residual strength of CFRP laminates based on machine learning. A diverse dataset is gained and augmented from photographs of lightning strike damage areas, C-scan images, mechanical performance data, layup details, and lightning current parameters.
DOI: 10.6084/m9.figshare.20553108.v2
title: Dataset of article: "<i>The Goldilocks Day for the prevention of excess adiposity among children and adolescents</i>"

description: This study is under consideration for publication in Frontiers in Public Health.The final manuscript is available here
DOI: 10.6084/m9.figshare.26215094.v1
title: AppleQSM-Row13

description: AppleQSM is a quantitative structural modeling (QSM) tool that extracts the architectural traits of apple trees.
DOI: 10.17632/rkbr8ff7mx
title: Differences in lactational performance associated with antimicrobial treatment and clinical cure failure of metritis in dairy cows

description: Supplemental Files for JDS_2025.26288 - Differences in lactational performance associated with antimicrobial treatment and clinical cure failure of metritis in dairy cows by Martelo Pereira et al.
DOI: 10.6084/m9.figshare.27190881.v1
title: Supplementary Table 1.docx

description: <b>Supplementary Table 1: </b>Composition of gestational and post-weaning diets. Gestational diet: AIN-93G diet with either RV: recommended vitamins; HV: high 10x vitamins; HFolRC: high 10x folic acid (20 mg/kg diet) with recommended choline (1 g free choline/kg diet); HFolNC: high 10x folic acid (20 mg/kg diet) with no choline. Post-weaning diet: High-fat RV diet containing 60 kcal% fat, from mostly lard with recommended vitamins.
DOI: 10.17632/2dpjyg8bfp
title: SlEIN2

description: Ms data
DOI: 10.17632/rwmc8kxg5s
title: Data for: Insights into the petrogenesis of an intraplate volcanic province: Sr-Nd-Pb-Hf isotope geochemistry of the Bathymetrists Seamounts, eastern equatorial Atlantic
DOI: 10.6084/m9.figshare.5733891.v1
title: CO-ARBitrator COI nucleotide records, fasta format

description: Fasta file containing COI nucleotides records retrieved from GenBank by CO-ARBitrator. <br>Deflines are delimited by double underscores, and consist of an accession number, followed by a binomial identification, followed by taxonomy. Values within the binomial and the taxonomy are delimited by semicolons.
DOI: 10.17632/7vhgd5cwmc
title: Hall data for BiCuSeO based thermoelectrics from literature

description: Hall data for BiCuSeO based thermoelectrics from literature. All the references can be find in the preprint (in Russian): doi.org/10.13140/RG.2.2.15661.10727.