cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21563769.v1
title: Supplementary Material for: The Common Neural Mechanism of Somatic Symptoms of Depression and Anxiety Disorders: A Resting-State Functional Magnetic Resonance Imaging Study

description: <b><i>Introduction:</i></b> Somatic symptoms often occur as a manifestation of depression and anxiety. The subgenual anterior cingulate cortex (sgACC) has been shown to be closely related to both depression and anxiety and plays an important role in somatic symptoms. However, little is known regarding whether the abnormal function of the sgACC contributes to the common somatic symptoms of depression and anxiety. <b><i>Methods:</i></b> Resting-state functional connectivity (RSFC) analysis based on the seed of the sgACC was investigated in 23 major depressive disorder (MDD) patients with somatic symptoms, 20 generalized anxiety disorder (GAD) patients with somatic symptoms, and 22 demographically matched healthy controls (HCs). The severity of depression, anxiety, and somatic symptoms was assessed using the Hamilton Depression Rating Scale (HAMD), Hamilton Anxiety Rating Scale (HAMA), and the 15-item somatic symptom severity scale from the Patient Health Questionnaire (PHQ-15), respectively. An analysis of covariance analysis (ANCOVA) was conducted to determine RSFC alterations among GAD, MDD, and HC groups with age, gender, and head motion as covariates. Correlation analyses were conducted between the RSFC of the sgACC and PHQ-15. <b><i>Results:</i></b> The significantly different RSFC of right sgACC among the three groups was found in right STG, left cerebellum, and right postcentral. Post hoc analysis indicated that both MDD and GAD patients showed a decreased RSFC between the right sgACC and right STG than HCs, and both were negatively correlated with the PHQ-15 scores. <b><i>Conclusion:</i></b> The abnormally decreased RSFC of the sgACC and STG may be the underlying common mechanisms of depression and anxiety combined with somatic symptoms.
DOI: 10.6084/m9.figshare.24496324.v1
title: <b>Building aggregation dataset</b>

description: All datasets are from Baidu Maps.
DOI: 10.6084/m9.figshare.26771098.v1
title: Dataset for a research titled "From university to the world of work: education and labour market experiences of women in STEM subjects in Ethiopia"

description: The study used an explanatory sequential mixed method design. This method is appropriate for examining the employment status of STEM graduates in terms of gender as well as the time it takes for graduates to secure their first job after graduating. The method is also employed to look at how staff in higher education supports female graduates in their search for employment after graduation. By design, this study collects data in a sequential fashion, starting with quantitative data and moving on to qualitative data that provide context for the quantitative data.Both primary and secondary sources of data were employed in the study (See Figure A). While information from secondary sources was gathered using Eric, Scopus, and Google search engines, information from primary sources was gathered through questionnaires and interviews. PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analysis) was used to conduct the analysis. Using the keywords employment status, duration of job search, and gender-responsive support of higher education, the first 221 articles were collected. Only 15 articles were chosen when PRISMA used the inclusion and exclusion criteria to filter out publications gathered between 2012 and 2024. The information gathered from secondary sources was utilized to triangulate the findings of the primary data sources. The following figure shows the data sources.<br>Figure A: Data sources for the study (see the Description Word Doc. in the dataset)<br>Based on the explanatory sequential mixed method design, quantitative data analysis was first carried out. In order to determine whether there were statistical differences in the employment status and the time it took for male and female STEM engineering graduates to find jobs, the chi square test was employed. An analysis of the degree to which higher education institutions assist female graduates in their job search was also done using an independent samples t-test. The viewpoints of academics from these related universities and prospective employers of STEM graduates were captured through the use of qualitative data.<br>
DOI: 10.17632/d49hk7rmzw
title: Data for: Learning asymmetry and the importance of precision to belief updating.

description: The auditory evoked potential amplitudes used in analysis of main effects and interactions.
DOI: 10.6084/m9.figshare.6832709.v1
title: Measuring dry extract in dairy products: optimizing the methodology

description: ABSTRACT: Dairy products are a common staple in the human diet. Moisture content is an important factor in the composition of foods, and it is a parameter used to measure product quality due to its direct influence on food storage. In this study, the moisture contents of three different products (mozzarella cheese, a creamy cheese spread, and yogurt drinks) were measured using oven drying, infrared drying, and microwave drying in order to compare the results of these three methods. Three brands of each product were used, all of which were purchased at the local supermarket in the city of Goiatuba, Goiás, Brazil. The different methods used to measure the dry extract of most of the brands analyzed did not differ significantly between each other based on a significance level of 5% on Tukey’s test. There was a significant difference between the methodologies used in the case of only one brand of each analyzed product. Microwave drying method wasreported to be a safe and reliable technique for analyzing dry extract from dairy products; it produces precise results, thus guaranteeing the quality of the analysis, and it reduces procedure time, thus optimizing the routine analytical processes performed in quality control laboratories within food processing plants.
DOI: 10.17632/mrg4443z7m
title: Junhong Guan et.al Cancer Cell 2020 Source Data

description: original data for "MLH1 Deficiency-Triggered DNA Hyper-Excision by Exonuclease 1 Activates the cGAS-STING Pathway"
DOI: 10.6084/m9.figshare.13146443.v5
title: Leaf Features-Oak decline-dataSet. Forest pathology

description: The data is related to some Persian oak leaf features influenced by Charcoal oak disease.
DOI: 10.6084/m9.figshare.19867654.v1
title: Supplementary Material for: Regulation of TLR10 Expression and Its Role in Chemotaxis of Human Neutrophils

description: Toll-like receptors are innate immune receptors that play a critical role in pathogen-associated molecular pattern recognition. TLR10 was recently identified and very limited data are available on its expression, mechanisms that regulate its expression, and its role in primary immune cells. To study the expression pattern of TLR10 in primary immune cells, we examined TLR10 protein expression in naive and <i>Escherichia coli</i> lipopolysaccharide (LPS)-activated human neutrophils. Human neutrophils challenged with LPS showed a decrease in total and surface TLR10 expression at 90 min. TLR10 in LPS-activated neutrophils colocalized with flotallin-1, a lipid raft marker, and EEA-1, an early endosomal marker, to suggest its endocytosis. There was increased colocalization of TLR10 with TLR4 at LPS 60 min followed by decrease at later LPS treatment times. Treatment with TLR4 neutralizing antibody decreased cytoplasmic localization of TLR10 in LPS-treated neutrophils. Reactive oxygen species (ROS) depletion and neutralization of p65 subunit of NF-κB in LPS-treated neutrophils decreased TLR10 expression. Live cell imaging of LPS-activated neutrophils showed TLR10 translocation in the leading edge and TLR10 knockdown in neutrophils reduced their fMLP-induced chemotaxis and the number of neutrophils with pseudopodia but without affecting the expression of key proteins of actin nucleation process, ARP-3 and Diap1. Taken together, our findings show that neutrophil activation alters TLR10 expression through ROS production and NF-κB regulation, and TLR10 knockdown reduced neutrophil chemotaxis.
DOI: 10.6084/m9.figshare.24978645.v2
title: 20-year Data of Energy Station at Kitakyushu Campus

description: Distributed energy resources (DERs) present presents promising role in decentralized and decarbonized energy transition. Due to the lack of long-term dataset at high resolution, there is very little work on description analysis of distributed energy system over period of during and after distributed power generators’ lifespan. This work collects a twenty-year period (from 2002 to 2021) of hourly energy generation and consumption profiles from a campus distributed energy system in Japan. Supply-side data comprises of gas consumption of combined heating and power (CHP) units (fuel cell, gas engine), absorption chiller and gas boiler, CHPs energy generation and grid electricity import. Real-life electricity, hot water, space heating and cooling energy consumption profile of individual buildings were collected. The long-term dataset can be applied in various cases, which can help researchers and policymakers acquire comprehensive understandings of energy efficiency of distributed energy system.
DOI: 10.6084/m9.figshare.c.3627035_d3.v1
title: Additional file 3: of Development of the Brazilian Portuguese version of the Achilles Tendon Total Rupture Score (ATRS BrP): a cross-cultural adaptation with reliability and construct validity evaluation

description: Raw data. (XLSX 16 kb)
DOI: 10.17632/8pzrcjxmpp
title: Typology of female image

description: The literary analysis of images is a very essential tool in literature and related sciences. Recently many authors studied the typology of female images since they have been appeared in several real-world problems. 
In this paper, we have proposed to identify the types of female images in the works of Kazuo Ishiguro which is based on the literary theory. Moreover, the studies of other literature representatives are also discovered. Totally, six types of female images are determined due to social status in the chosen works.
DOI: 10.17632/ywgs7t97tn
title: Is savings decoupling from investment in small island developing states? Evidence from a time-varying Kalman-filtering approach

description: The dataset contains data for savings and investment ratios for all the Pacific Island countries. The data for Savings and Investment ratios are separetely construted for the purpose of this study from the UN dataset. Additionally all data sources are cited in the excel file.
DOI: 10.6084/m9.figshare.16864357.v3
title: NER Datasets DOIs and Entities (Doping and AuNP)

description: JSONs containing DOIs, paragraph numbers, and annotated entities included in the doping and gold nanoparticle NER datasets.
DOI: 10.6084/m9.figshare.17008758.v1
title: Teaching Participative Justice in Professional Writing

description: Technical and professional communication (TPC) curricula tend to prioritize hyperpragmatist learning outcomes, objectives, and activities. Drawing on a grounded theory analysis of curricular self-assessment data, including interviews with community partners, we argue that TPC in the U.S. is at constant risk of co-option by market logics. Through a speculative curricular framework that works toward building more just, liveable worlds, this essay reimagines TPC curricula as an opportunity to redress inequities caused by exploitative market logics.
DOI: 10.17632/2w649fccnt
title: High-throughput mapping of long-range neuronal projection using in situ sequencing, Chen et al., dataset 4
DOI: 10.17632/gd5t95rv5t
title: TRIB Crack Dataset

description: TRIB crack dataset was generated by the authors this study and was used a professional digital camera. During the capturing process, 7 streets from the capital of Romania, respectively Bucharest were inspected at different time of the day (morning, noon and evening). 
To overcome all the needs required in the process of deep learning methods the captured images contain different types of road cracks such as longitudinal, transversal, block, alligator and a various type of artefacts suck as oil stains, road markings on the asphalt, leaf and so on. The images were taken from 100 centimeters above the road surface and the dataset consists of 137 RGB images. To make the images suitable to be used in a deep learning methods, the images were divided into small images with a size of 256x256 pixels, being also applied different method of image augmentation
DOI: 10.17632/gf7wnhypbb
title: Content & Datasets for Lights, Policy, Action: Navigating the Dutch Policy Instrument Mix Interactions with Community Energy Initiatives

description: This dataset provides all the content and input data used along side interview data to derive the results in the research paper Lights, Policy, Action: Navigating the Dutch Policy Instrument Mix Interactions with Community Energy Initiatives
DOI: 10.6084/m9.figshare.23599749.v1
title: Untitled Item

description: Raw data for "Most bothersome symptom in migraine and probable migraine: a population-based study" in PLOS One.
DOI: 10.6084/m9.figshare.28079117.v1
title: Genetic analysis of yield and yield traits in adapted finger millet germplasm Data.xlsx

description: A Line*Tester combining ability study involving 5 farmer preferred lines and two adapted high yielding testers, which sought to dissect the genetic architecture of finger millet. The study was carried over two seasons; in the first season hybridization was carried and in the second season confirmed F1 hybrid plants were evaluated for combing ability and heterosis at Lupane State University in Zimbabwe.
DOI: 10.6084/m9.figshare.28696811.v1
title: Evaluating nature-based material choices for structural and envelope components of buildings

description: The study compares different nature-based mid-rise building scenarios for the urban context of Berlin (Germany) conducting a transparent LCA. The supplementary data for <i>Evaluating nature-based material choices for structural and envelope components of building</i><i>s </i>includes a short explanation of the assessed LCA modules, detailed material layers and emission-factors for all evaluated components and results for different building-scenarios.
DOI: 10.17632/h547645876
title: Towards ocular biomarkers for sarcopenia: a result from a Korean nationwide cross-sectional study

description: The objective of this study was to screen sarcopenic patients who need more detailed skeletal muscle evaluation using a comprehensive eye examination. We developed and validated machine learning models to identify sarcopenia risk using ocular measurements and demographic factors.

This study used the comprehensive health examination dataset based on the Korean National Health and Nutrition Examination Survey (KNHANES IV and V; available online at http://knhanes.cdc.go.kr) conducted in 2008-2011. The KNHANES surveyed both comprehensive ophthalmologic examinations and dual-energy x-ray bone densitometry (DEXA) only in these periods. The study protocol was approved by the institutional review board of the Korean Center for Disease Control and Prevention and the retrospective data collection was approved by the Institutional Review Board of the Korean National Institute for Bioethics Policy. All participants in the study signed forms consenting to the use of their health information. The KNHANES was a nationwide, population-based, cross-sectional survey conducted by the Division of Chronic Disease Surveillance of the Korea Centers for Disease Control and Prevention.16 This project selected all participants randomly from 200 (2008–2009) and 192 (2010–2011) enumeration districts using stratified sampling in which the following factors were considered: population, sex, age, regional area, and type of residential area. The KNHANES itself comprises health records based on a health interview, a health examination, and a nutrition survey. Each participant completed a questionnaire that consisted of information such as age, household income, alcohol use, smoking status, hypertension, and diabetes.
DOI: 10.6084/m9.figshare.15050277.v1
title: Database for "Evidence of stereotyped contact call use in narwhal (Monodon monoceros) mother-calf communication"

description: This database consists of three files, Freya_FS.txt, Thora_FS.txt, and Eistla_FS.txt. Each file lasts for the duration of each whale's deployment, and is on a one-second time-line. The files have the following format:<br>8/24/16 13:09:07 0.0 contactCall NaN NaN8/24/16 13:09:08 0.0 NaN NaN NaN8/24/16 13:09:09 0.0 NaN NaN NaN<br>The first column includes the date (mm/dd/yy) and time (hh:mm:ss); the second column gives the whale's depth (in meters); the third, fourth, and fifth columns indicate the presence of calls in the record at that time (see below).<br>In Freya's record, there was never more than one call in a second, so her record has only one call column. <br>Below is a list of definitions for the call columns:<br>- <b>contactCall</b>: contact call by tagged whale- <b>tonalCall</b>: tonal call by tagged whale- <b>pulsedCall</b>: pulsed call by tagged whale- <b>mixedCall</b>: mixed call by tagged whale- <b>otherWhale</b>: unspecified call made by whale other than the one carrying the tag- <b>unknownWhale</b>: unspecified call made either by tagged whale or other whale<br>In addition, Eistla's record has additional categories for calls ascribed to her calf:<br>- <b>calfContactCall</b>- <b>calfTonalCall</b>- <b>calfPulsedCall</b>- <b>calfMixedCall</b><br>So for example, if at time X the third, fourth, and fifth columns include "contactCall otherWhale otherWhale" then three calls were started at time X, a contact call by the whale carrying the tag, and two unspecified calls by nearby whales. <br>
DOI: 10.6084/m9.figshare.21137047.v1
title: Genome annotation of Nelumbo lutea

description: The genome assembly and gene annotation in Nelumbo lutea
DOI: 10.6084/m9.figshare.21069313.v1
title: Supplementary Material for: Development of a Bronchoscopy-Radiologic Skills and Task Assessment Tool (BRadSTAT): A Tool for Evaluating the Radiological Skills of Bronchoscopists with Different Experience

description: <b><i>Background:</i></b> Competency using radiologic images for bronchoscopic navigation is presumed during subspecialty training, but no assessments objectively measure combined knowledge of radiologic interpretation and ability to maneuver a bronchoscope into peripheral airways. <b><i>Objectives:</i></b> The objectives of this study were (i) to determine whether the Bronchoscopy-Radiology Skills and Tasks Assessment Tool (BRadSTAT) discriminates between bronchoscopists of various levels of experience and (ii) to improve construct validity using study findings. <b><i>Methods:</i></b> BRadSTAT contains 10 questions that assess chest X-ray and CT scan interpretation using multiple images per question and 2 technical skill assessments. After administration to 33 bronchoscopists (5 Beginners, 9 Intermediates, 10 Experienced, and 9 Experts), discriminative power was strengthened using differential weighting on CT-related questions, producing the BRadSTAT-CT score. Cut points for both scores were determined via cross-validation. <b><i>Results:</i></b> Mean BRadSTAT scores for Beginner, Intermediate, Experienced, and Expert were 74 (±13 SD), 78 (±14), 86 (±9), and 88 (±8), respectively. Statistically significant differences were noted between Expert and Beginner, Expert and Intermediate, and Experienced and Beginner (all <i>p</i> ≤ 0.05). Mean BRadSTAT-CT scores for Beginner, Intermediate, Experienced, and Expert were 63 (±14), 74 (±15), 82 (±13), and 90 (±9), respectively, all statistically significant (<i>p</i> ≤ 0.03). Cut points for BRadSTAT-CT had lower sensitivity but greater specificity and accuracy than for BRadSTAT. <b><i>Conclusion:</i></b> BRadSTAT represents the first validated assessment tool measuring knowledge and skills for bronchoscopic access to peripheral airways, which discriminates between bronchoscopists of various experience levels. Refining BRadSTAT produced the BRadSTAT-CT, which had higher discriminative power. Future studies should focus on their usefulness in competency-based bronchoscopy programs.
DOI: 10.6084/m9.figshare.23537826.v1
title: Sites Topt.xlsx

description: Dataset of the manuscript " <strong>Dryness limits vegetation pace to cope with temperature change in warm regions</strong>"
DOI: 10.6084/m9.figshare.25884331.v1
title: Occurrence Data

description: Fossil, historical, and contemporary occurrence data for ecological modeling. Data from Kovacs et al. 2020 and Chambault et al. 2022 are not provided, but can be accessed at the following links.Kovacs et al. 2020: https://data.npolar.no/dataset/395011fc-e32c-4a0c-8350-a50bffbecb1fChambault et al. 2022: https://datadryad.org/stash/dataset/doi:10.5061/dryad.tqjq2bw2c
DOI: 10.17632/w5f9kg7743
title: Municipal waste management cost and fee schemes 

description: Municipal waste management cost
DOI: 10.6084/m9.figshare.5123677.v1
title: Supplementary Material for: Expression Profiling of Breast Tumors Based on Human Epidermal Growth Factor Receptor 2 Status Defines Migration-Related Genes

description: <b><i>Objective:</i></b> Breast cancer is a heterogeneous neoplasm. Distinct subtypes of breast cancer have been defined, suggesting the existence of molecular differences contributing to their clinical outcomes. However, the molecular differences between human epidermal growth factor receptor 2 (HER2)-positive and HER2-negative breast cancer tumors remain unclear. The aim of this study was to identify a gene expression profile for breast tumors based on their HER2 status. <b><i>Methods:</i></b> The HER2 status was determined by immunohistochemistry (IHC) and fluorescence in situ hybridization (FISH) in 54 breast tumor samples. Using Affymetrix microarray data from these breast tumors, we established the expression profiling of breast cancer based on HER2 IHC and FISH results. To validate microarray experiment data, real-time quantitative reverse transcription-PCR was performed. <b><i>Results:</i></b> We found significant differences between the HER2-positive and HER2-negative breast tumor samples, which included overexpression of HER2, other genes located on 17q12 and genes functionally related to migration. <b><i>Conclusion:</i></b> Our study shows the potential of integrated genomic profiling to shed light on the molecular knowledge of HER2-positive breast tumors.
DOI: 10.6084/m9.figshare.7098542.v2
title: Treg and Tmem scRNA-seq across tissues - SS2

description: Smart-seq2 data from Treg and Tmem from different mouse and human tissues.<br>sr_list_noqc_SS2.rdata - a list of Seurat objects for the mouse colon, mouse skin, mouse melanoma, and human datasets, with columns on the metadata labelling them as passing QC and TCR presence filtering or not<br>sr_list_SS2.RData - a list of Seurat objects after QC for the mouse colon, mouse skin, mouse melanoma, and human datasets<br>onefilepercell_17805_#10_and_others_IXAOM.loom - a .loom file with the results from running velocyto, which can then be loaded and analysed