cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18490986
title: Location and mapping of the human rostromedial tegmental nucleus and associated midbrain inhibitory nuclei regulating dopamine neurons.

description: This upload contains multiple data types to identify rostromedial tegmental nucleus (RMTg) and other related inhibitory nuclei in human postmortem brainstem. This work is related to the manuscript titled ‘Location and mapping of the human rostromedial tegmental nucleus and associated midbrain inhibitory nuclei regulating dopamine neurons’. Demographic information about the control cases processed and analysed is uploaded as ‘Demographic Table’. Identification of novel inhibitory neuronal clusters was performed based on distinct cell feature quantification, and these raw data are uploaded in ‘Inhibitory Neuron Data’. Further chemoarchitectonic maps were created in immunohistochemically (IHC) stained thin human post-mortem brainstem sections. Anatomically annotated images per individual case can be found in ‘Chemoarchitecture maps’. These anatomical maps were further validated in serial CV-stained sections and these annotated images are found in ‘Cytoarchitectonic maps’. For cell feature and neuronal population of IHC stained sections, micrographs of relevant regions of interest are found in ‘GABA and CV-counterstained image analysis’. Similar neuronal feature analysis was performed on CV-stained serial sections and these images are found in ‘CV analysis images’.  Finally, a list of these newly created datasets, used software and chemicals are found in ‘Key Resource Table’.
DOI: 10.21227/0axb-0m30
title: "Continuous Graph-Updating Training"

description: "There are two datasets used in \"ConGUT\" for pre-training, graph-updating training and testing."
DOI: 10.5281/zenodo.18491065
title: test2
DOI: 10.5281/zenodo.18491066
title: test2
DOI: 10.18150/uuejp5
title: Najczęściej wykorzystywane wskaźniki finansowe w Grupie Wyszehradzkiej

description: Zbiór danych obejmuje ponad 200 000 firm z Grupy Wyszehradzkiej (V4) w latach 2006–2021. Wybrane wskaźniki finansowe to najczęściej występujące wskaźniki w modelach prognozowania upadłości w V4. Każdy plik obejmuje osobny rok dla każdego kraju z V4.
DOI: 10.7910/dvn/wudfeb
title: Stock Market Reaction to IPL Match Outcomes: Event Study Dataset (2018–2025)

description: This dataset contains stock market event-study data examining the financial impact of Indian Premier League (IPL) match outcomes on listed sponsor companies. 
The dataset is constructed using an event-study methodology, where match outcomes serve as events and stock market reactions are measured over a −5 to +5 trading-day window. Event day 0 corresponds to the first trading day following a match, accounting for weekends and market holidays.
The dataset includes stock returns, market returns (BSE Sensex), abnormal returns, and cumulative abnormal returns (CAR). The temporal coverage begins in 2018, reflecting the availability and consistency of stock price data for listed sponsor companies.
description: This dataset was constructed using a standard event-study framework. Only listed sponsor companies are included; matches involving non-listed teams are excluded from the financial dataset. Matches with no result (NR) are retained and explicitly marked. Event day 0 corresponds to the first available trading day following a match, accounting for weekends and market holidays. The financial dataset is restricted to post-2018 seasons to ensure consistent stock market data availability across firms. Stock and market returns are computed using log differences of closing prices.
DOI: 10.5281/zenodo.18491022
title: KSCBladdeR Exp Datasets
DOI: 10.5281/zenodo.18491021
title: KSCBladdeR Exp Datasets
DOI: 10.5281/zenodo.18486863
title: CS Datasets
DOI: 10.5281/zenodo.18486864
title: CS Datasets
DOI: 10.25345/c5v40kc6h
title: MassIVE MSV000100726 - Total and Pull-down Proteome of MRSA Exposed to Arachidonic Acid
title: Total proteins were extracted from the JE2 MRSA strains with/without exposure to arachidonic acid. Click-Chemistry was carried out to pull down m-APA probed carbonyl-modified proteins. Both the total and pull-down proteins were analyzed using the DDA method to build the spectral library and the DIA method for label-free quantitation.
DOI: 10.1594/pangaea.987374
title: Beryllium isotope, major element and foraminifera d18O for sediment core J1004

description: Reactive phase Be isotopes, 10Be and 9Be, and major elament measurements were performed on 37 samples from site J1004 hole A. d18O of Neogloboquadrina pachyderma and U. peregrina are measured from the same core for 138 and 143 samples, respectively. The age-depth model for J1004 was published in Riechelson et al., (2023). We follow the method of Sproson et al., (2021) for extracting and measuring reactive Be isotopes in sediments. 10Be/9Be was measured using a National Electrostatic Corporation (NEC) accelerator mass spectrometer (AMS), of 5 MV terminal voltage, at the University of Tokyo (UTokyo), Micro Analysis Laboratory, Tandem accelerator (Matsuzaki et al., 2007). Absolute values were obtained using the KNB5-2 standard (10Be/9Be = 8.558 × 10−12; (Nishiizumi et al., 2007). Decay correction is performed on 10Be concentration using a 10Be half-life of 1.387 Ma. The 10Be/9Be ratios were corrected for 10Be paleo-production using the paleomagnetic reference records of the geomagnetic dipole moment (Korte et al., 2011) following von Blanckenburg et al. (2015). Major elements concentrations were measured by a Rigaku 3270 model X-ray fluorescence (XRF) analysis using glass beads and following the method of Shiroya et al., (2013). Planktonic and benthic foraminifera (Neogloboquadrina pachyderma and U. peregrina, respectively) from the &gt;125 μm size fraction were sonicated in MilliQ water to remove debris prior to analyzing d18O on a Micromass Optima mass spectrometer with a Multiprep device at Rutgers University.
DOI: 10.6084/m9.figshare.31101529
title: <b>First telomere-to-telomere gapless genome assembly of the blackleg fungus</b><b> </b><b><i>Plenodomus lingam</i></b>

description: <b>First telomere-to-telomere gapless genome assembly of the blackleg fungus</b><b> </b><b><i>Plenodomus lingam</i></b>
DOI: 10.6084/m9.figshare.31101529.v1
title: <b>First telomere-to-telomere gapless genome assembly of the blackleg fungus</b><b> </b><b><i>Plenodomus lingam</i></b>

description: <b>First telomere-to-telomere gapless genome assembly of the blackleg fungus</b><b> </b><b><i>Plenodomus lingam</i></b>
DOI: 10.5281/zenodo.18491150
title: analisis kebutuhan sarana dan prasarana wilayah kota Parepare
DOI: 10.5281/zenodo.18491151
title: analisis kebutuhan sarana dan prasarana wilayah kota Parepare
DOI: 10.5281/zenodo.18463539
title: Global topsoil particulate organic carbon and mineral-associated organic carbon

description: We present a dataset of global topsoil particulate organic carbon and mineral-associated organic carbon with 5,234 observations. This dataset includes other variables such as geographic coordinates, soil properties, environmental covariates, and metadata. This dataset supports the manuscript "Hemispheric asymmetry of global soil carbon stability under climate change".
DOI: 10.21979/n9/pxzscb
title: Effectiveness of data auditing as a tool to reinforce good Research Data Management (RDM) practice

description: This dataset contains the primary data for the project "Effectiveness of data auditing as a tool to reinforce good Research Data Management (RDM) practice". It includes surveys of PIs and researchers and use of a central data repository (SDS) by each laboratory.
DOI: 10.6084/m9.figshare.31261198
title: Supplementary Material for: Liver Stiffness Measured by Vibration-controlled Transient Elastography Predicts Hepatic Decompensation in Patients with Hepatocellular Carcinoma Receiving Systemic Treatments

description: Background/Aims: Hepatic decompensation (HD) following systemic treatment, including atezolizumab+bevacizumab (Atezo/Bev) and tyrosine kinase inhibitors (TKIs), is a critical prognostic event in advanced hepatocellular carcinoma (HCC). This study aims evaluate the predictive utility of liver stiffness measurement (LSM) by vibration-controlled transient elastography (VCTE) for HD incidence post-treatment.
Methods: This multicenter study included 396 HCC patients treated who received systemic therapy (Atezo/Bev or TKIs) and underwent VCTE prior to treatment at seven university affiliated hospitals. Clinical outcomes including HD independent of tumor progression, variceal bleeding (VB), overall survival (OS), and progression-free survival (PFS) were assessed. A 25 kPa LSM threshold, based on Baveno VII criteria stratified patients into high and low LSM groups.
Results: Of the 396 patients, 176 received Atezo/Bev, while 45 and 175 received lenvatinib and sorafenib, respectively. Treatment distribution was similar between high and low LSM groups (P=0.546). High LSM was associated with increased HD risk (HR=3.00, P &lt; 0.001), VB risk (HR=2.34, P = 0.048), and a trend toward worse OS (HR=1.27, P=0.065). In the low LSM group, Atezo/Bev outperformed TKIs in OS and PFS (P&lt;0.05) without increasing HD risk. In contrast, in the high LSM group, Atezo/Bev and TKIs showed no OS or PFS differences, but Atezo/Bev significantly increased HD and VB risk (P&lt;0.05). A risk score based on four variables (Child-Pugh Score 5, LSM ≥25 kPa, multiple tumors, and high-grade portal vein tumor thrombosis) showed good predictive accuracy for HD at 12 months (AUC=0.832), and effectively identified patients at high risk for HD, VB, and poor survival (P&lt;0.005).
Conclusions: LSM by VCTE predicts HD following systemic treatment in advanced HCC. In patients with high LSM, Ate/Bev increases HD risk, warranting careful treatment selection.
DOI: 10.6084/m9.figshare.31261198.v1
title: Supplementary Material for: Liver Stiffness Measured by Vibration-controlled Transient Elastography Predicts Hepatic Decompensation in Patients with Hepatocellular Carcinoma Receiving Systemic Treatments

description: Background/Aims: Hepatic decompensation (HD) following systemic treatment, including atezolizumab+bevacizumab (Atezo/Bev) and tyrosine kinase inhibitors (TKIs), is a critical prognostic event in advanced hepatocellular carcinoma (HCC). This study aims evaluate the predictive utility of liver stiffness measurement (LSM) by vibration-controlled transient elastography (VCTE) for HD incidence post-treatment.
Methods: This multicenter study included 396 HCC patients treated who received systemic therapy (Atezo/Bev or TKIs) and underwent VCTE prior to treatment at seven university affiliated hospitals. Clinical outcomes including HD independent of tumor progression, variceal bleeding (VB), overall survival (OS), and progression-free survival (PFS) were assessed. A 25 kPa LSM threshold, based on Baveno VII criteria stratified patients into high and low LSM groups.
Results: Of the 396 patients, 176 received Atezo/Bev, while 45 and 175 received lenvatinib and sorafenib, respectively. Treatment distribution was similar between high and low LSM groups (P=0.546). High LSM was associated with increased HD risk (HR=3.00, P &lt; 0.001), VB risk (HR=2.34, P = 0.048), and a trend toward worse OS (HR=1.27, P=0.065). In the low LSM group, Atezo/Bev outperformed TKIs in OS and PFS (P&lt;0.05) without increasing HD risk. In contrast, in the high LSM group, Atezo/Bev and TKIs showed no OS or PFS differences, but Atezo/Bev significantly increased HD and VB risk (P&lt;0.05). A risk score based on four variables (Child-Pugh Score 5, LSM ≥25 kPa, multiple tumors, and high-grade portal vein tumor thrombosis) showed good predictive accuracy for HD at 12 months (AUC=0.832), and effectively identified patients at high risk for HD, VB, and poor survival (P&lt;0.005).
Conclusions: LSM by VCTE predicts HD following systemic treatment in advanced HCC. In patients with high LSM, Ate/Bev increases HD risk, warranting careful treatment selection.
DOI: 10.6084/m9.figshare.31261201
title: Supplementary Material for: Exercise Training And Progression Of Chronic Kidney Disease: The GFR-Exercise (GFR-Ex) Randomized Controlled Feasibility Study

description: Background: The GFR-Ex study assessed the feasibility of a 12-month exercise training program to attenuate the rate of decline in isotope-measured (mGFR) and estimated (eGFR) Glomerular Filtration Rate. 

Methods: In a multicentre feasibility study, people with stage 3-4 chronic kidney disease (CKD) with declining function were randomized to 12 months exercise training (home-based aerobic and resistance program) or control (usual care). Feasibility was assessed by recruitment and retention rates, intervention adherence, and harms. Differences in mGFR between groups at 12 months and between mGFR and eGFR were calculated. Qualitative interviews were used to explore participant experiences. 

Results: 2,260 patients were screened; 74 participants were randomized (mean age (SD): 56(14) years; eGFR: 34(13)ml/min/1.73m2; 62% male; 61% white); and 34 completed the study (11 exercise; 23 control). The screening eligibility rate was 11%; consent rate was 48%; 12-month retention rate was 43%; and the median [IQR] exercise sessions completed was 69 [63, 72]%. No exercise-related harms were recorded. The mean mGFR at 12 months was 36.1 (exercise) vs. 33.8 (control); eGFR minus mGFR was -1.6 (95% Cl:-2.6, -0.6) ml/min/1.73m2. Qualitative interviews identified the importance of peer and professional support for patient engagement and a high level of patient commitment being required for the research procedures. 

Conclusion: In people with progressive CKD, a 12-month exercise training program was safe and feasible. Exercise tended to attenuate GFR decline, and eGFR agreed well with mGFR. Progression to a definitive trial is warranted, provided modifications are made, including providing patient support and selection of eGFR as the primary outcome.
DOI: 10.6084/m9.figshare.31261201.v1
title: Supplementary Material for: Exercise Training And Progression Of Chronic Kidney Disease: The GFR-Exercise (GFR-Ex) Randomized Controlled Feasibility Study

description: Background: The GFR-Ex study assessed the feasibility of a 12-month exercise training program to attenuate the rate of decline in isotope-measured (mGFR) and estimated (eGFR) Glomerular Filtration Rate. 

Methods: In a multicentre feasibility study, people with stage 3-4 chronic kidney disease (CKD) with declining function were randomized to 12 months exercise training (home-based aerobic and resistance program) or control (usual care). Feasibility was assessed by recruitment and retention rates, intervention adherence, and harms. Differences in mGFR between groups at 12 months and between mGFR and eGFR were calculated. Qualitative interviews were used to explore participant experiences. 

Results: 2,260 patients were screened; 74 participants were randomized (mean age (SD): 56(14) years; eGFR: 34(13)ml/min/1.73m2; 62% male; 61% white); and 34 completed the study (11 exercise; 23 control). The screening eligibility rate was 11%; consent rate was 48%; 12-month retention rate was 43%; and the median [IQR] exercise sessions completed was 69 [63, 72]%. No exercise-related harms were recorded. The mean mGFR at 12 months was 36.1 (exercise) vs. 33.8 (control); eGFR minus mGFR was -1.6 (95% Cl:-2.6, -0.6) ml/min/1.73m2. Qualitative interviews identified the importance of peer and professional support for patient engagement and a high level of patient commitment being required for the research procedures. 

Conclusion: In people with progressive CKD, a 12-month exercise training program was safe and feasible. Exercise tended to attenuate GFR decline, and eGFR agreed well with mGFR. Progression to a definitive trial is warranted, provided modifications are made, including providing patient support and selection of eGFR as the primary outcome.
DOI: 10.5281/zenodo.18491100
title: Submission Existence and Delivery Record (16 July 2025)

description: This record documents the existence, timing, and successful deliveryof an online submission made on 16 July 2025.The file includes surface-level evidence only, such as file presence,automated confirmation text, and a cryptographic hash for integrityverification. No analysis, interpretation, conclusions, or claimsare included.
DOI: 10.5281/zenodo.18491101
title: Submission Existence and Delivery Record (16 July 2025)

description: This record documents the existence, timing, and successful deliveryof an online submission made on 16 July 2025.The file includes surface-level evidence only, such as file presence,automated confirmation text, and a cryptographic hash for integrityverification. No analysis, interpretation, conclusions, or claimsare included.
DOI: 10.5281/zenodo.18491201
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: 10.5281/zenodo.18491202
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.30983305
title: Data from: Synaptic functionality and neuromorphic information processing in membrane ion channel junctions.

description: Data from an Advanced Materials article 10.1002/adma.202519525<br>
DOI: 10.6084/m9.figshare.30983305.v1
title: Data from: Synaptic functionality and neuromorphic information processing in membrane ion channel junctions.

description: Data from an Advanced Materials article 10.1002/adma.202519525<br>
DOI: 10.21979/n9/pdycud
title: Phylogenetic Tree-based Pipeline for Uncovering Mutational Patterns during Influenza Virus Evolution

description: Various computational and statistical approaches have been proposed to uncover the mutational patterns of rapidly evolving influenza viral genes. A problem that draws much attention is to identify pairs of sites that potentially co-mutate to contribute to the overall fitness of the virus. Unlike previous methods that extract the mutations from sequence alignments, here we endeavor a novel method that relies on identifying mutations in the phylogenetic trees that are reconstructed using resampled sequence data. Since the method takes into account the evolutionary structure presents in the sequence data, spurious mutations obtained by comparing sequences from different clades could be removed.
DOI: 10.34740/kaggle/dsv/14738651
title: World Weather Repository ( Daily Updating )
DOI: 10.5281/zenodo.18403341
title: Monthly soil-atmosphere CO₂, CH₄, and N₂O fluxes across tidal elevations in mangrove forests with contrasting land-use histories (September–November 2024)

description: This dataset contains monthly measurements of soil–atmosphere greenhouse gas (GHG) fluxes, including carbon dioxide (CO₂), methane (CH₄), and nitrous oxide (N₂O), across tidal elevation gradients in mangrove forests from September to November 2024. Fluxes were measured in situ using static chamber methods at three intertidal elevations.

Sampling was conducted in mangrove forests on Qi’ao Island, China. The dataset covers three mangrove forest types representing contrasting land-use histories under comparable stand age (~25 years) and hydrological conditions: (1) natural reference mangrove forests (forest_reference), (2) restored mangroves converted from abandoned aquaculture ponds (forest_pond), and (3) restored mangroves located in intertidal areas receiving chronic aquaculture wastewater discharge (forest_discharge). Each forest type includes multiple replicate plots, with repeated measurements conducted within each month.

All fluxes are reported as area-based rates (mg m⁻² h⁻¹). This dataset is intended to document site-scale variability in mangrove soil GHG fluxes and to examine the influence of aquaculture-related disturbances on soil carbon emissions at the island scale.
DOI: 10.5281/zenodo.18403342
title: Monthly soil-atmosphere CO₂, CH₄, and N₂O fluxes across tidal elevations in mangrove forests with contrasting land-use histories (September–November 2024)

description: This dataset contains monthly measurements of soil–atmosphere greenhouse gas (GHG) fluxes, including carbon dioxide (CO₂), methane (CH₄), and nitrous oxide (N₂O), across tidal elevation gradients in mangrove forests from September to November 2024. Fluxes were measured in situ using static chamber methods at three intertidal elevations.

Sampling was conducted in mangrove forests on Qi’ao Island, China. The dataset covers three mangrove forest types representing contrasting land-use histories under comparable stand age (~25 years) and hydrological conditions: (1) natural reference mangrove forests (forest_reference), (2) restored mangroves converted from abandoned aquaculture ponds (forest_pond), and (3) restored mangroves located in intertidal areas receiving chronic aquaculture wastewater discharge (forest_discharge). Each forest type includes multiple replicate plots, with repeated measurements conducted within each month.

All fluxes are reported as area-based rates (mg m⁻² h⁻¹). This dataset is intended to document site-scale variability in mangrove soil GHG fluxes and to examine the influence of aquaculture-related disturbances on soil carbon emissions at the island scale.
DOI: 10.6084/m9.figshare.31261192
title: "Healthcare stroke dataset" dataset from Nigeria (Ogun, Abuja, Lagos, Port Harcourt, Kano, Benue and Kaduna). Dataset compiled and uploaded for research purposes. Collected over a period of 1 year across federal medical centers across the country

description: “Healthcare stroke dataset" dataset from Nigeria (Ogun, Abuja, Lagos, Port Harcourt, Kano, Benue and Kaduna). Dataset compiled and uploaded for research purposes. Collected over a period of 1 year across federal medical centers across the country. The dataset includes the following features: id: Unique identifier, gender: "Male", "Female", or "Other", age: Age of the patient, hypertension: 0 if the patient doesn't have hypertension, 1 if the patient has hypertension, heart_disease: 0 if the patient doesn't have any heart diseases, 1 if the patient has a heart disease, ever_married: "No" or "Yes", work_type: "Children", "Govt_job", "Never_worked", "Private", or "Self-employed", Residence_type: "Rural" or "Urban", avg_glucose_level: Average glucose level in the blood, bmi: Body mass index, smoking_status: "Formerly smoked", "Never smoked", "Smokes", or "Unknown", stroke: 1 if the patient had a stroke, 0 if not