cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31323121
title: Sociodemographic, clinical, and behavioral determinants of treatment adherence in acne vulgaris: a multicenter study

description: This multicenter study aimed to evaluate treatment adherence and satisfaction among patients with acne vulgaris. A total of 2,349 patients from 18 dermatology centers across Türkiye completed structured questionnaires. The participants were predominantly female (79.4%) with a mean age of 21.6 years. Overall, 48% reported consistent adherence to therapy, with significantly lower adherence among males (<i>p</i> &lt; 0.001). The most frequent reasons for nonadherence were forgetfulness (28.7%), dislike of the treatment (26.4%), and reluctance to maintain long-term therapy (21.5%). Treatment adherence was positively associated with higher educational levels (<i>p</i> = 0.006) and greater acne severity (<i>p</i> &lt; 0.001). Logistic regression revealed that systemic oral therapy (OR = 4.37, 95% CI: 3.147–6.086; <i>p</i> &lt; 0.001) and oral isotretinoin (OR = 4.81, 95% CI: 3.379–6.869; <i>p</i> &lt; 0.001) significantly increased adherence compared to topical therapy. Oral treatment was also independently associated with greater satisfaction (OR = 2.33, 95% CI: 1.767–3.095; <i>p</i> &lt; 0.001). Moreover, mild acne severity (OR = 1.67, 95% CI: 1.216–2.297; <i>p</i> = 0.002) and older age (per year; OR = 1.05, 95% CI: 1.020–1.088; <i>p</i> = 0.001) predicted higher satisfaction. Systemic therapies—particularly oral isotretinoin—were associated with improved adherence and satisfaction.
DOI: 10.5281/zenodo.18617738
title: UNLOCKING INNOVATION FROM WITHIN: THE POWER OF TACIT KNOWLEDGE AND CHANGE ADAPTABILITY IN INDONESIAN INTERNAL ORGANISATIONAL INNOVATION PROCESSES
DOI: 10.5281/zenodo.18617739
title: UNLOCKING INNOVATION FROM WITHIN: THE POWER OF TACIT KNOWLEDGE AND CHANGE ADAPTABILITY IN INDONESIAN INTERNAL ORGANISATIONAL INNOVATION PROCESSES
DOI: 10.5281/zenodo.18617763
title: Laborbestätigte Influenzafälle in Deutschland

description: Im Datensatz "Laborbestätigte Influenzafälle in Deutschland" des Robert Koch-Instituts werden die Daten basierend auf Meldungen zu Infektionen mit dem Influenzavirus nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Darin enthalten sind Informationen auf Bundeslandebene zu Infektionen nach Falldefinition des Robert Koch-Instituts, differenziert nach Altersgruppen. Diese Daten dienen als Grundlage für epidemiologische Bewertungen und gesundheitspolitische Maßnahmen.
DOI: 10.6084/m9.figshare.31264783
title: A systems biology framework uncovers multi-level genetic regulation of dizziness/vertigo through eQTL–GWAS integration and single-cell analysis

description: Dizziness/vertigo is a multifactorial neurological disorder with complex ge-netic and cellular bases, yet its molecular mechanisms remain unclear. Understanding how gene regulation contributes to dizziness/vertigo may reveal novel neurobiological and therapeutic insights. We established a multi-omics integrative framework combining genome-wide association study (GWAS) data with expression quantitative trait loci (eQTL) from brain single-cell types, CD4<sup>+</sup> T cells, oneK1K immune cells, and plasma. Two-sample Mendelian randomization (MR) and colocalization analyses were applied to identify causal genes. Single-cell RNA sequencing (scRNA-seq) of the auditory nerve was used to as-sess cell type–specific expression, intercellular communication, and pseudotime dynam-ics. Gene–gene interaction and drug–target networks were further constructed to identify potential therapeutic candidates. Six key genes—Activin A Receptor Type 2 A (<i>ACVR2A</i>), Phospholipid Transfer Protein (<i>PLTP</i>), Androgen Dependent TFPI Regulating Protein (<i>ADTRP</i>), Methylenetetrahydrofolate Dehydrogenase (NADP+ Dependent) 1 Like (<i>MTHFD1L</i>), Collagen Type VII Alpha 1 Chain (<i>COL7A1</i>), and Pantothenate Kinase 4 (<i>PANK4</i>)—showed strong causal and colocalization evidence for dizziness/vertigo. Single-cell analysis revealed distinct cell type–specific expression, with fibroblasts and adipocytes playing central roles in signaling and gene regulation. Pseudo-time trajectories indicated coordinated upregulation of <i>ACVR2A</i>, <i>MTHFD1L</i>, <i>PANK4</i>, and <i>PLTP</i> during later developmental stages. Interaction network analysis positioned these genes as major hubs, and DrugBank screening identified Sotatercept as a promising candidate targeting <i>ACVR2A</i>. This integrative analysis links gene expres-sion regulation to dizziness/vertigo across neuroimmune and metabolic systems. The findings uncover coordinated molecular pathways underlying disease susceptibility and highlight novel therapeutic targets, providing a foundation for precision treatment strate-gies.
DOI: 10.6084/m9.figshare.31264783.v2
title: A systems biology framework uncovers multi-level genetic regulation of dizziness/vertigo through eQTL–GWAS integration and single-cell analysis

description: Dizziness/vertigo is a multifactorial neurological disorder with complex ge-netic and cellular bases, yet its molecular mechanisms remain unclear. Understanding how gene regulation contributes to dizziness/vertigo may reveal novel neurobiological and therapeutic insights. We established a multi-omics integrative framework combining genome-wide association study (GWAS) data with expression quantitative trait loci (eQTL) from brain single-cell types, CD4<sup>+</sup> T cells, oneK1K immune cells, and plasma. Two-sample Mendelian randomization (MR) and colocalization analyses were applied to identify causal genes. Single-cell RNA sequencing (scRNA-seq) of the auditory nerve was used to as-sess cell type–specific expression, intercellular communication, and pseudotime dynam-ics. Gene–gene interaction and drug–target networks were further constructed to identify potential therapeutic candidates. Six key genes—Activin A Receptor Type 2 A (<i>ACVR2A</i>), Phospholipid Transfer Protein (<i>PLTP</i>), Androgen Dependent TFPI Regulating Protein (<i>ADTRP</i>), Methylenetetrahydrofolate Dehydrogenase (NADP+ Dependent) 1 Like (<i>MTHFD1L</i>), Collagen Type VII Alpha 1 Chain (<i>COL7A1</i>), and Pantothenate Kinase 4 (<i>PANK4</i>)—showed strong causal and colocalization evidence for dizziness/vertigo. Single-cell analysis revealed distinct cell type–specific expression, with fibroblasts and adipocytes playing central roles in signaling and gene regulation. Pseudo-time trajectories indicated coordinated upregulation of <i>ACVR2A</i>, <i>MTHFD1L</i>, <i>PANK4</i>, and <i>PLTP</i> during later developmental stages. Interaction network analysis positioned these genes as major hubs, and DrugBank screening identified Sotatercept as a promising candidate targeting <i>ACVR2A</i>. This integrative analysis links gene expres-sion regulation to dizziness/vertigo across neuroimmune and metabolic systems. The findings uncover coordinated molecular pathways underlying disease susceptibility and highlight novel therapeutic targets, providing a foundation for precision treatment strate-gies.
DOI: 10.6084/m9.figshare.31264783.v1
title: A Systems Biology Framework Uncovers Multi-Level Genetic Regulation of Dizziness/vertigo Through eQTL–GWAS Integration and Single-Cell Analysis

description: Dizziness/vertigo is a multifactorial neurological disorder with complex ge-netic and cellular bases, yet its molecular mechanisms remain unclear. Understanding how gene regulation contributes to dizziness/vertigo may reveal novel neurobiological and therapeutic insights. We established a multi-omics integrative framework combining genome-wide association study (GWAS) data with expression quantitative trait loci (eQTL) from brain single-cell types, CD4<sup>+</sup> T cells, oneK1K immune cells, and plasma. Two-sample Mendelian randomization (MR) and colocalization analyses were applied to identify causal genes. Single-cell RNA sequencing (scRNA-seq) of the auditory nerve was used to as-sess cell type–specific expression, intercellular communication, and pseudotime dynam-ics. Gene–gene interaction and drug–target networks were further constructed to identify potential therapeutic candidates. Six key genes—Activin A Receptor Type 2A (<i>ACVR2A</i>), Phospholipid Transfer Protein (<i>PLTP</i>), Androgen Dependent TFPI Regulating Protein (<i>ADTRP</i>), Methylenetetrahydrofolate Dehydrogenase (NADP + Dependent) 1 Like (<i>MTHFD1L</i>), Collagen Type VII Alpha 1 Chain (<i>COL7A1</i>), and Pantothenate Kinase 4 (<i>PANK4</i>)—showed strong causal and colocalization evidence for dizziness/vertigo. Single-cell analysis revealed distinct cell type–specific expression, with fibroblasts and adipocytes playing central roles in signaling and gene regulation. Pseudo-time trajectories indicated coordinated upregulation of <i>ACVR2A</i>, <i>MTHFD1L</i>, <i>PANK4</i>, and <i>PLTP</i> during later developmental stages. Interaction network analysis positioned these genes as major hubs, and DrugBank screening identified Sotatercept as a promising candidate targeting <i>ACVR2A</i>. This integrative analysis links gene expres-sion regulation to dizziness/vertigo across neuroimmune and metabolic systems. The findings uncover coordinated molecular pathways underlying disease susceptibility and highlight novel therapeutic targets, providing a foundation for precision treatment strate-gies.
DOI: 10.5281/zenodo.18617762
title: Respiratorische Synzytialvirusfälle in Deutschland

description: Im Datensatz "Respiratorische Synzytialvirusfälle in Deutschland" des Robert Koch-Instituts werden die Daten basierend auf Meldungen zu Infektionen mit dem Respiratorischen Synzytial-Virus (RSV) nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Darin enthalten sind Informationen auf Bundeslandebene zu Infektionen nach Falldefinition des Robert Koch-Instituts, differenziert nach Altersgruppen. Diese Daten dienen als Grundlage für epidemiologische Bewertungen und gesundheitspolitische Maßnahmen.
DOI: 10.15151/esrf-es-2308343046
title: Fluid-induced fault reactivation: micromechanics and seismic risk management

description: Earthquake activity resulting from fluid injection into underground rock formations threatens our sustainable utilisation of the subsurface. Injected fluids change the tectonic stress distribution, potentially reactivating pre-existing weak slip surfaces, or faults. Understanding fault behaviour under these changing stress conditions is key to seismic risk management. The proposed experiment involves deforming a rock to generate a ‘natural’ shear fault and then inducing fault slip by fluid injection. Operando tomographic imaging will, for the first time, allow observation of fluid-induced grain-scale micromechanical rupture processes, quantification of the volumetric strain in the fault normal direction, and concurrent observation and quantification of the competition between fault rupture and fluid pressure fronts during injection-induced reactivation. This proposal is supported through the EXCITE network (https://excite-network.eu), EXCITE2 TNA Call 2 reference E2-C2-73.
DOI: 10.15151/esrf-es-2317712876
title: Continuation of Additive Manufacturing (AM) BAG

description: This proposal concerns the continuation of the AM BAG. As a reminder, we propose establishing a community-driven mode of access, to study metal additive manufacturing (AM) with X-rays. The BAG will utilize AM rigs, multi-MHz X-ray imaging (XR), and sequential in-situ tomography (XCT) to provide insights into AM laser processing. Three AM rigs are available in the BAG: (i) operando XR of Laser Powder Bed Fusion (LPBF), (ii) in-situ XCT of LPBF, and (iii) operando XR of direct energy deposition (DED). Implementing in-situ and operando AM devices will transform this BAG into an efficient tool, boosting AM technology development and serving as a home-community at ESRF for emergent developments that we aim to grow. Unravelling the mechanisms of multi-scale and multitemporal events in AM processes across material systems will provide data for validating models, AM technologies, additional sensing systems, inspiring material developments, studying materials' printability, recyclability, etc.
DOI: 10.34740/kaggle/dsv/14815146
title: World Weather Repository ( Daily Updating )
DOI: 10.5281/zenodo.18613984
title: Precise Estimation of Source Parameters Using Distributed Acoustic Sensing Data in Central Shikoku, Japan

description: Important Note: 

This data set can be used only for the evaluation of the conclusions described in the following paper. Please refrain conducting a new research using this data set. If you wish to use the dataset for purposes other than the evaluation, you should contact the corresponding author.

 

Title:

Precise Estimation of Source Parameters Using Distributed Acoustic Sensing Data in Central Shikoku, Japan

 

Authors:

Takumi Takahashi1,2,*, Aitaro Kato2, Ji Zhang2, Kentaro Emoto3 , Masanao Shinohara2

1Department of Earth and Planetary Science, The University of Tokyo.

2Earthquake Research Institute, The University of Tokyo.

3Institute of Seismology and Volcanology, Kyushu University.

*Corresponding author: Takumi Takahashi

 

Description of the Data for the evaluation:

time.tar.gz: Arrival times of seismic waves identified from DAS-recorded waveforms. The final number represents the event ID.

hdf5.tar.gz: DAS waveforms at the time of the earthquake. The data file spans 30 seconds from the time shown in the filename.

station.tar.gz: Location data of DAS stations. Column 2: station number, column 3: latitude, column 4: longitude, column 5: elevation.

event.dat: Event list based on the JMA catalog and template matching. Time in the data is Japan standard time (JST).
DOI: 10.5281/zenodo.18613983
title: Precise Estimation of Source Parameters Using Distributed Acoustic Sensing Data in Central Shikoku, Japan

description: Important Note: 

This data set can be used only for the evaluation of the conclusions described in the following paper. Please refrain conducting a new research using this data set. If you wish to use the dataset for purposes other than the evaluation, you should contact the corresponding author.

 

Title:

Precise Estimation of Source Parameters Using Distributed Acoustic Sensing Data in Central Shikoku, Japan

 

Authors:

Takumi Takahashi1,2,*, Aitaro Kato2, Ji Zhang2, Kentaro Emoto3 , Masanao Shinohara2

1Department of Earth and Planetary Science, The University of Tokyo.

2Earthquake Research Institute, The University of Tokyo.

3Institute of Seismology and Volcanology, Kyushu University.

*Corresponding author: Takumi Takahashi

 

Description of the Data for the evaluation:

time.tar.gz: Arrival times of seismic waves identified from DAS-recorded waveforms. The final number represents the event ID.

hdf5.tar.gz: DAS waveforms at the time of the earthquake. The data file spans 30 seconds from the time shown in the filename.

station.tar.gz: Location data of DAS stations. Column 2: station number, column 3: latitude, column 4: longitude, column 5: elevation.

event.dat: Event list based on the JMA catalog and template matching. Time in the data is Japan standard time (JST).
DOI: 10.6084/m9.figshare.31323091
title: Replication Data For:Informal Economy; Institutional Quality; Economic Growth; Dynamic Panel Threshold Model

description: Replacation Data For:Informal Economy; Institutional Quality; Economic Growth; Dynamic Panel Threshold Model<br>
DOI: 10.6084/m9.figshare.31323091.v1
title: Replication Data For:Informal Economy; Institutional Quality; Economic Growth; Dynamic Panel Threshold Model

description: Replacation Data For:Informal Economy; Institutional Quality; Economic Growth; Dynamic Panel Threshold Model<br>
DOI: 10.3886/e245137
title: حبوب الإجهاض في دبي +971569875040، سايتوتك/ميزوبروستول في أبوظبي وعجمان

description: حبوب الإجهاض في دبي +971569875040، سايتوتك/ميزوبروستول في أبوظبي وعجمان حبوب الإجهاض في دبي +971569875040، سايتوتك/ميزوبروستول في أبوظبي وعجمان حبوب الإجهاض في دبي +971569875040، سايتوتك/ميزوبروستول في أبوظبي وعجمان حبوب الإجهاض في دبي +971569875040، سايتوتك/ميزوبروستول في أبوظبي وعجمان حبوب الإجهاض في دبي +971569875040، سايتوتك/ميزوبروستول في أبوظبي وعجمان
DOI: 10.5281/zenodo.18595001
title: CROCUS_WP4_UP_Dataset of residents survey

description: Dataset of questionnaire surveys conducetd amongst Slovenian and Hungarian residents in the Zala-Pomurske Living Lab area
DOI: 10.5281/zenodo.18595002
title: CROCUS_WP4_UP_Dataset of residents survey

description: Dataset of questionnaire surveys conducetd amongst Slovenian and Hungarian residents in the Zala-Pomurske Living Lab area
DOI: 10.6084/m9.figshare.31322527
title: Has the establishment of national parks improved nature-based tourism experiences? Evidence from social media data：Supporting datasets and analysis code

description: This dataset contains the data and code supporting the research paper, "Has the establishment of national parks improved nature-based tourism experiences? Evidence from social media data." It includes the collected social media text data, processed analytical datasets, and scripts for empirical analysis, provided to ensure the full reproducibility of the study's findings.
DOI: 10.6084/m9.figshare.31322527.v1
title: Has the establishment of national parks improved nature-based tourism experiences? Evidence from social media data：Supporting datasets and analysis code

description: This dataset contains the data and code supporting the research paper, "Has the establishment of national parks improved nature-based tourism experiences? Evidence from social media data." It includes the collected social media text data, processed analytical datasets, and scripts for empirical analysis, provided to ensure the full reproducibility of the study's findings.
DOI: 10.3886/e245138
title: ABORTION PILLS IN DUBAI+971569875040 CYTOTEC/MISOPROSTOL IN ABU DHABI AJMAN

description: ABORTION PILLS IN DUBAI+971569875040 CYTOTEC/MISOPROSTOL IN ABU DHABI AJMANABORTION PILLS IN DUBAI+971569875040 CYTOTEC/MISOPROSTOL IN ABU DHABI AJMANABORTION PILLS IN DUBAI+971569875040 CYTOTEC/MISOPROSTOL IN ABU DHABI AJMANABORTION PILLS IN DUBAI+971569875040 CYTOTEC/MISOPROSTOL IN ABU DHABI AJMANABORTION PILLS IN DUBAI+971569875040 CYTOTEC/MISOPROSTOL IN ABU DHABI AJMAN
DOI: 10.25502/fxtp-st72/d
title: Pest and disease data for cassava evaluation in Gabon
DOI: 10.71955/duedata-2026-ml4ydgev
title: MARIE Metadata Block Configuration for Dataverse

description: &lt;p&gt;This dataset contains a TSV-File for the configuration of a metadata block for data repositories based on &lt;a href="https://dataverse.org"&gt;Dataverse&lt;/a&gt;. The metadata block helps to describe datasets from the domain of mobile material characterization and localization by electromagnetic sensing as performed in the CRC/TRR 196 MARIE. To add a metadata block to a Dataverse installation use the instructions in the &lt;a href="https://guides.dataverse.org/en/latest/admin/metadatacustomization.html#loading-tsv-files-into-dataverse"&gt;Dataverse Admin Guide&lt;/a&gt;&lt;/p&gt;
&lt;b&gt;Methods&lt;/b&gt;
&lt;p&gt;Together with researchers from the CRC/TRR 196 MARIE, a metadata schema was developed based on EngMeta and the Metadata4Ing Ontology for describing interdisciplinary research data on mobile material characterization and localization by electromagnetic sensing with metadata. Metadata fields and controlled vocabulary terms of the MARIE metadata schema were transferred into the TSV file format required by Dataverse for including customized metadata blocks. This TSV file was used in the internal MARIE Dataverse as metadata block to support FAIR data storage and foster data exchange.&lt;/p&gt;
description: Dataverse: https://dataverse.org/
DOI: 10.15468/vabdpz
title: Annotated inventory of invasive social wasps (Hymenoptera: Vespidae) in the South Pacific, excluding Australia and Papua New Guinea

description: This dataset presents a checklist of the alien social wasps (Hymenoptera: Vespidae: Polistinae, Vespinae) of the South Pacific Oceanic islands, excluding Australia and Papua New Guinea. Data is derived from first introduction records. Not all species listed in this dataset have been confirmed to be established.
DOI: 10.71955/duedata-2026-ml51uhhb
title: CRC 1430 Metadata Block Configuration for Dataverse

description: &lt;p&gt;This dataset contains TSV files for the configuration of metadata blocks for data repositories based on &lt;a href="https://dataverse.org"&gt;Dataverse&lt;/a&gt;. The metadata block helps to describe datasets from the domain of life science and chemistry as performed in the CRC 1430. To add a metadata block to a Dataverse installation use the instructions in the &lt;a href="https://guides.dataverse.org/en/latest/admin/metadatacustomization.html#loading-tsv-files-into-dataverse"&gt;Dataverse Admin Guide&lt;/a&gt;. In addition to the TSV files, a YAML representation of the metadata blocks is provided which provide a structured way to edit the underlying data. The YAML files may be converted to TSV format using the &lt;a href="https://github.com/HenningTimm/yml2block"&gt;yml2block&lt;/a&gt; software.&lt;/p&gt;
&lt;b&gt;Methods&lt;/b&gt;
&lt;p&gt;Together with researchers from the CRC 1430, a metadata schema was developed based on and extending the Dataverse-provided Life Sciences schema. Additional metadata blocks were created de novo for basic chemical metadata and mapping to other internally used databases such as the electronic lab notebook. Metadata fields and controlled vocabulary terms of the CRC 1430 metadata schema were first defined in YAML format and then converted into the TSV files format required by Dataverse for including customized metadata blocks using the &lt;a href="https://github.com/HenningTimm/yml2block"&gt;yml2block&lt;/a&gt; software. These TSV files were used in the internal CRC 1430 Dataverse as metadata blocks to support FAIR data storage and foster data exchange.&lt;/p&gt;
description: yml2block: https://github.com/HenningTimm/yml2block
description: Dataverse: https://dataverse.org/
DOI: 10.3886/e245140
title: ABORTION PILLS IN DUBAI+971569875040 CYTOTEC/MISOPROSTOL IN ABU DHABI AJMAN

description: ABORTION PILLS IN DUBAI+971569875040 CYTOTEC/MISOPROSTOL IN ABU DHABI AJMANABORTION PILLS IN DUBAI+971569875040 CYTOTEC/MISOPROSTOL IN ABU DHABI AJMANABORTION PILLS IN DUBAI+971569875040 CYTOTEC/MISOPROSTOL IN ABU DHABI AJMANABORTION PILLS IN DUBAI+971569875040 CYTOTEC/MISOPROSTOL IN ABU DHABI AJMANABORTION PILLS IN DUBAI+971569875040 CYTOTEC/MISOPROSTOL IN ABU DHABI AJMANABORTION PILLS IN DUBAI+971569875040 CYTOTEC/MISOPROSTOL IN ABU DHABI AJMAN
DOI: 10.71955/duedata-2026-ml513uvj
title: LOCOTACT Experiment Metadata Block Configuration for Dataverse

description: &lt;p&gt;This dataset contains a TSV-File for the configuration of a metadata block for data repositories based on &lt;a href="https://dataverse.org"&gt;Dataverse&lt;/a&gt;. The metadata block helps to describe datasets from the domain of thyroid hormon research as performed in the CRC/TRR 296 LOCOTACT. To add a metadata block to a Dataverse installation use the instructions in the &lt;a href="https://guides.dataverse.org/en/latest/admin/metadatacustomization.html#loading-tsv-files-into-dataverse"&gt;Dataverse Admin Guide&lt;/a&gt;.&lt;/p&gt;
&lt;b&gt;Methods&lt;/b&gt;
&lt;p&gt;Together with researchers from the CRC/TRR 296 LOCOTACT, a metadata schema was developed for describing interdisciplinary research data on thyroid hormones with metadata. Metadata fields and controlled vocabulary terms of the LOCOTACT metadata schema were transferred into the TSV file format required by Dataverse for including customized metadata blocks. This TSV file was used in the internal LOCOTACT Dataverse as metadata block to support FAIR data storage and foster data exchange.&lt;/p&gt;
description: Dataverse: https://dataverse.org/
DOI: 10.5281/zenodo.18617769
title: Validity And Reliability Study of The Artificial Intelligence Awareness Scale For Ages 13-18
DOI: 10.5281/zenodo.18617768
title: Validity And Reliability Study of The Artificial Intelligence Awareness Scale For Ages 13-18