cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/f8bd3djyrd.1
title: Towards personalised early prediction of Intra-Operative Hypotension following anesthesia using Deep Learning and phenotypic heterogeneity

description: This dataset includes all code and required data to reproduce the paper : 

https://www.medrxiv.org/content/10.1101/2023.01.20.23284432v1
DOI: 10.17632/f8bd3djyrd.2
title: Towards personalised early prediction of Intra-Operative Hypotension following anesthesia using Deep Learning and phenotypic heterogeneity

description: Intra-Operative Hypotension (IOH) is a haemodynamic abnormality that is commonly observed in operating theatres following general anesthesia and associates with life-threatening post-operative complications. Using Long Short Term Memory (LSTM) models applied to Electronic Health Records (EHR) and time-series intra-operative data in 604 patients that underwent colorectal surgery we predicted the instant risk of IOH events within the next five minutes. K-means clustering was used to group patients based on pre-clinical data. As part of a sensitivity analysis, the model was also trained on patients clustered according to Mean artelial Blood Pressure (MBP) time-series trends at the start of the operation using K-means with Dynamic Time Warping. The baseline LSTM model trained on all patients yielded a test set Area Under the Curve (AUC) value of 0.83. In contrast, training the model on smaller sized clusters (grouped by EHR) improved the AUC value (0.85). Similarly, the AUC was increased by 4.8% (0.87) when training the model on clusters grouped by MBP. The encouraging results of the baseline model demonstrate the applicability of the approach in a clinical setting. Furthermore, the increased predictive performance of the model after being trained using a clustering approach first, paves the way for a more personalised patient stratification approach to IOH prediction using clinical data.
DOI: 10.17632/gg396xfj5t.1
title: LINF_350044000

description: T-complex protein 1 - eta subunit | TCP1η
Leishmania infantum (strain JPCM5)
DOI: 10.17632/25phptnksf.1
title: LINF_350043900

description: mitoribosomal protein uS17m
Leishmania infantum (strain JPCM5)
DOI: 10.17632/hvb2gxv2zx.2
title: If these walls could talk: investigating bottlenose dolphin occupancy and range in fiord ecosystems using passive acoustic monitoring and visual surveys

description: Data include daily acoustic detections in 6 fiords within the Fiordland (Te Moana o Atawhenua) Marine Area collected between February 2022 and November 2023.
DOI: 10.15468/dl.anzth7
title: Occurrence Download

description: A dataset containing 13628 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (South Africa, Lesotho, Eswatini)",
 "TaxonKey is one of (Anas platyrhynchos Linnaeus, 1758)",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 13628 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004371-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/4tdhppd6z3.1
title: 25-hydroxyvitamin D3 mediates the associations between urinary heavy metals and non-melanoma skin cancer: Insights from a population-based study

description: Supplementary Material
Article type: Original article
Title: 25-hydroxyvitamin D3 mediates the associations between urinary heavy metals and non-melanoma skin cancer: Insights from a population-based study

Kexun Zhang, MD1, Ke Zhang, MS2, Hua Wang, MD1, Feng Hong, PhD3*, Wei Zhang, MD, PhD2*

1 Department of Infectious Disease Control, Kunshan Center for Disease Control and Prevention, Kunshan, Jiangsu, China.
2 Department of Dermatology, Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou, China.
3 School of Public Health, the Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guizhou, China.

*Corresponding author:

Feng Hong, PhD 
Wei Zhang, MD, PhD
No. 28 Guiyi Street, 
Guiyang, Guizhou, 550001, China 
Email: fhong@gmc.edu.cn, weizahn@gmc.edu.cn

Supplementary figures: 2 (Figure S1, Figure S2)

Supplementary tables: 3 (Table S1, Table S2, Table S3)
DOI: 10.17632/b4n6m5kx26.1
title: Mapping the Research Landscape of Carbohydrates and Depression- A Scientometric Approach

description: ABSTRACT 
Objective: To conduct a comprehensive quantitative and qualitative analysis of the literature on carbohydrates and depression using scientometric methods, in order to identify the general characteristics, focus, frontiers, and paradigm shifts, as well as to interpret the critical literature in this knowledge domain and illustrate the emerging trends. Methods: Using the Web of Science Core Collection database as the data source, a total of 15,663 relevant articles published from 2007 to 2024 were retrieved and obtained after initial data cleaning. CiteSpace software was employed to perform visual analysis on these articles, including the temporal and source distribution of publications, as well as keywords and citation analysis (frequency, centrality, and burst detection). Results: The number of publications has grown rapidly with the number of publications surging in 2008, 2013, 2018, 2020, and 2021. The United States and China are the main contributors to this field, with China exhibiting extremely high burst strength but lower centrality. Research topics have gradually shifted from drug therapy of depression to gut-brain axis and nutritional interventions. Citation and keyword analysis revealed research hotspots such as metabolic syndrome, inflammation, GSK3, and gut-brain axis, with gut microbiota being the research frontier. Cluster analysis unveiled the evolution of research foci, from initial lithium therapy to GSK3 inhibitors and ketamine, and currently to diet and probiotics. Conclusions: Research shows a trend of multidisciplinary integration. Gut microbiota, nutritional psychiatry, personalized drug therapy, and metabolic diseases will continue to be the focus of future research. 
KEYWORDS: Carbohydrates, Depression, Cluster Network Co-occurrence Analysis, Paradigm Shifts
DOI: 10.17632/b5dh67y48r.1
title: LDHU3_13.1090

description: AMP deaminase; Leishmania donovani (HU3 strain)
DOI: 10.17632/dnp7v93nfp.1
title: Chaperone-Directed Ribosome Repair after Oxidative Damage.Yang et al.

description: This contains raw data demonstrating that Rps26 can be oxidized, and then released from ribosomes by Tsr2, for them to be repaired by new Rps26. The same data is shown for Sqt1-mediated release of Rpl10.
DOI: 10.17632/7s4x6kv26z.1
title: LDHU3_19.0160

description: Metallo-peptidase - Clan MG - Family M24 | ARX1; Leishmania donovani (HU3 strain)
DOI: 10.17632/cy45hmfr9z.1
title: LDHU3_19.0150

description: Mitogen-activated protein kinase kinase kinase | CBPK1; Leishmania donovani (HU3 strain)
DOI: 10.17632/y2p4br4k5b.1
title: LDHU3_19.0140

description: Protein kinase | AKB1; Leishmania donovani (HU3 strain)
DOI: 10.17632/zw5wfcz27h.1
title: LDHU3_13.1070

description: Katanin-like protein | Serine peptidase Clan SJ family S16; Leishmania donovani (HU3 strain)
DOI: 10.17632/v7mc3srdjt.1
title: LDHU3_19.0120

description: QA-SNARE protein; Leishmania donovani (HU3 strain)
DOI: 10.17632/jndxxkxfgz.1
title: LDHU3_13.1000

description: Protein of unknown function - conserved; Leishmania donovani (HU3 strain)
DOI: 10.17632/gckmz497s9.1
title: LDHU3_13.1030

description: Glycosyl transferase-like protein; Leishmania donovani (HU3 strain)
DOI: 10.17632/kzdvxvrfmz.1
title: Solar driven cogeneration of freshwater and electricity based on Al2O3 nanoparticles decorated graphene aerogel

description: The experimental data of "Solar driven cogeneration of freshwater and electricity based on Al2O3 nanoparticles decorated graphene aerogel"
DOI: 10.17632/hzkdzprs5g.1
title: LDHU3_19.0180

description: Mitogen-activated protein kinase 9 (MPK9); Leishmania donovani (HU3 strain)
DOI: 10.17632/2wh9bvzrhx
title: LDHU3_19.0170

description: Hypothetical protein - conserved; Leishmania donovani (HU3 strain)
DOI: 10.17632/2wh9bvzrhx.1
title: LDHU3_19.0170

description: Hypothetical protein - conserved; Leishmania donovani (HU3 strain)
DOI: 10.17632/55zymxczp2.1
title: Data and code for the paper ESG Disclosure Quality and Cost of Debt

description: This is the data and code for the paper ESG Disclosure Quality and Cost of Debt, which is published in Emerging Market Review.
DOI: 10.17632/hdr6dd5xv2.3
title: High-speed trains derived from Annex E / EN 1991-2

description: This new version of dataset "doi: 10.17632/hdr6dd5xv2.1" is intended to fix an error detected in the definition of the "conventional trains" contained in such previous dataset. The error arising from a bug in a computer code, was detected in Feb 2023. Therefore, while in the present version the conventional trains have been updated, the "articulated" and "regular" ones remain unchanged.

The dataset contains 3759 realizations of axle load sequences corresponding to potential high-speed trains (conventional, articulated, regular) which comply with the prescriptions in Annex E / Eurocode EN 1991-2, Actions on structures - Part 2: Traffic loads on bridges. Therefore, the dataset describes potential sources of dynamic excitation for bridges, falling within the range of application of EN 1991-2 for high-speed lines.

Annex E in EN 1991-2 establishes the conditions that a sequence of train loads ought to fulfil to respect the limits of validity of load model HSLM-A. Consequently, this dataset represents a (dense) ensemble of trains defined under the range of validity currently associated to HLSM-A. Such conditions are described in the attached “Characteristics of the high-speed trains derived from Annex E (EN1991-2).pdf”. 

Four types of traction are considered: (1) distributed traction (this one not used for regular trains); (2) power cars with wheelbases equal to HSLM-A; (3) power cars with wheelbases equal to RENFE S103 (a Siemens unit); (4) power cars with wheelbases equal to RENFE S112 (Talgo Avril).

One condition stipulated in Annex E / EN 1991-2 is not respected in this dataset: the requirement that wheelbase ratios D/dBA and (dBS-dBA)/dBA should not be close to integers. This deliberate omission is assumed following publications where it is demonstrated that the vibratory effects produced by these integer wheelbase ratios are not significantly larger than the effects from other ratios far from being integer. Indeed, a number of current high-speed vehicles feature integer or near-integer wheelbase ratios, as reported in [3] below (references follow): [1] P. Museros et al. Dynamic behaviour of bridges under critical articulated trains: Signature and bogie factor applied to the review of some regulations included in EN 1991-2. PI Mech Eng F-J Rai, 2021; 235(5):655-675; [2] P. Museros et al. Dynamic effect of trains with articulated coaches and Jacobs bogies with integer wheelbase ratios. XI Int Conf on Struc Dyn EURODYN 2020; 2646-2657; [3] P. Museros et al. Dynamic behaviour of bridges under critical conventional and regular trains: review of some regulations included in EN 1991-2. PI Mech Eng F-J Rai, 2022 (submitted).

When the HSLM-A model was devised, its creators envisaged that certain types of potential vehicles ought to be considered in designing railway bridges for future high-speed lines. Such types were summarised in Annex E from EN 1991-2. This dataset comprehensively covers the trains loads that can be defined from such regulations.
DOI: 10.17632/2z88ydwzzc.1
title: Raw dataset for Integrated phosphoproteome, ubiquitinome, and acetylome analyses uncovering the post-translational modifications crosstalk during MSP1-induced signaling in rice

description: Supplementary files related to the data article "Proteome analysis dataset of Post-Translational Modifications in MSP1-overexpressed rice"
G.H. Lee,C.W. Min, J.W. Jang, G. Ravi, S.T. Kim. Data in Brief (2022).
This article reporting Post-Translational Modifications induced by MSP1 in rice. This data complements the original research article published in Journal of Proteomics: G.H. Lee, C.W. Min, J.W. Jang, Y. Wang, J.-S. Jeon, R. Gupta, Kim, S.T. Kim, Analysis of Post-Translational Modification Dynamics Unveiled Novel Insights into Rice Responses to MSP1, J. Proteomics (2023)

Supplementary Table captions
Table S1. List of the identified proteins from phosphoproteome. Intensities values represent the averaged intensities from three technical replicates.
Table S2. List of the identified proteins from ubiquitinome. Intensities values represent the averaged intensities from three technical replicates.
Table S3. List of the identified proteins from acetylome. Intensities values represent the averaged intensities from three technical replicates.
Table S4. Primer list
Table S5. List of the common proteins from phosphoproteome, ubiquitinome, and acetylome
DOI: 10.17632/tbpg5ztvnw.1
title: LDHU3_31.1660

description: Protein of unknown function - conserved; Leishmania donovani (HU3 strain)
DOI: 10.17632/3wh23tvvny.1
title: LINF_350044300

description: calmodulin-like protein
Leishmania infantum (strain JPCM5)
DOI: 10.17632/my8r4pghgf.1
title: LINF_350045000

description: U5 snRNA-associated splicing factor | PRP8
Leishmania infantum (strain JPCM5)
DOI: 10.17632/79wgr94ymd.1
title: LINF_350044900

description: mitoribosomal protein mS22
Leishmania infantum (strain JPCM5)
DOI: 10.17632/zrty4xzhz3.1
title: LDHU3_27.3580

description: DnaJ domain-containing protein | JDP2 | J2; Leishmania donovani (HU3 strain)
DOI: 10.17632/zztxyg8ppy.1
title: LINF_350044200

description: SOF1
Leishmania infantum (strain JPCM5)
DOI: 10.17632/jstgdv3vcb.1
title: Online Food Ordering Activity

description: This dataset investigates online food ordering (OFO) behavior, focusing on young adults (ages 16–30) to explore the relationship between OFO usage, order frequency, and obesity. The study hypothesizes that frequent OFO usage may correlate with higher BMI levels due to food choices and ordering convenience and that factors like impulsive decision-making, tech-savviness, promotional offers, and convenience are key drivers of OFO frequency. Additionally, it proposes that frequent and infrequent users exhibit distinct behaviors, with frequent users more aware of nutritional quality and infrequent users citing cost concerns as a barrier. The dataset contains 343 records with columns covering demographics, health, economic factors, and behavioral motivations for OFO, as well as preferred platforms. Key findings show a weak positive association between OFO frequency and obesity (p-value = 2.43e-7, coefficient = 0.28), and classification models such as Random Forest achieve 81% accuracy in predicting frequent users, identifying convenience, variety, and promotional discounts as top motivators. The dataset provides a basis for modeling OFO behavior and assessing health implications, with potential applications in consumer segmentation and public health, revealing cultural and economic factors shaping OFO practices.

The data was collected by via a survey, which had questions split into two sections: demographics and OFO-related factors. Comprising 25 questions, the survey included text-based items, multiple-choice questions, checkboxes, and Likert scale items. Administered anonymously via Google Forms, it prioritized respondent privacy and ease of completion. After gathering initial feedback from peers, adjustments were made to refine the final version.
DOI: 10.17632/b5pbybr6db.1
title: Transcriptome and metabolome association analysis of passion fruit

description: The transcriptome and metabolome association analysis in purple and yellow fruited Passiflora edulis revealed consistent expression trends of key PeZIPs with metabolites, which may play roles in stress resistance of passion fruit.
DOI: 10.17632/gx6y6t5wmg.1
title: Early fate decision for mitochondrially-encoded proteins by a molecular triage

description: Original data on the manuscript "Early fate decision for mitochondrially-encoded proteins by a molecular triage"
DOI: 10.17632/h5ryx3k8zr.1
title: Cooperative breeding alters physiological and behavioural responses to habitat fragmentation

description: Here, we investigated physiological and behavioural responses of a cooperatively breeding bird in a severely fragmentated and disturbed tropical biodiversity hotspot and combined these data with remotely sensed (LiDAR) environmental data. We found that individuals had increased glucocorticoid levels when breeding in territories with low indigenous canopy cover or located within small fragments. However, when breeding with the help of subordinates, breeders in low quality territories had similar glucocosrticoid levels as those in higher quality territories. Our study shows that sociality may impact how well animals cope with environmental change and contributes to our understanding of the role of glucocorticoid physiology and behaviour in response to anthropogenic change.
DOI: 10.15468/dl.vkcwaw
title: Occurrence Download

description: A dataset containing 5371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "TaxonKey is Sula sula (Linnaeus, 1766)"
 ]
}

 The dataset includes 5371 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004372-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/66654gj3d9.1
title: Exploring the wetting behaviors and structural responses of clay-water systems based on a coarse-grained approach

description: Supplementary data for the article entitled "Exploring the wetting behaviors and structural responses of clay-water systems based on a coarse-grained approach".
DOI: 10.17632/smjc94j5sw.1
title: The solubility of La hydroxide and stability of La3+ and La hydroxyl complexes at acidic to mildly acidic pH from 25 to 250 °C

description: Batch-type hydrothermal solubility experiments were conducted using synthetic La hydroxide powders equilibrated in perchloric acid-based aqueous solutions at temperatures between 150 and 250 °C and starting pH of 2 to 5. The La hydroxide solubility is retrograde with temperature and displays a strong pH dependence with a decrease in La concentrations from acidic to mildly acidic pH spanning between 3 to 5 orders of magnitude (e.g. log La molality of -2.5 to -7.2 at 250 °C). Thermodynamic optimizations using GEMSFITS allow to retrieve the standard partial molal Gibbs energies for the La3+ aqua ion and the formation constants for the La hydroxyl species (i.e., LaOH2+, La(OH)2+, La(OH)30) between 25 and 250 °C.
DOI: 10.17632/xf6jvksmmz.1
title: Dissolution Characteristics at the Quartz-Water Interface in Different Environments: Insights from Molecular Dynamics Simulations

description: The data mainly includes crystal models used in molecular dynamics simulation research under different experimental conditions, in xsd format files that can be opened in BIOVIA Materials Studio (MS) software (Accelrys Inc.). In addition, there are quartz stress-strain experimental results and the data file for the relative concentration of silicon atoms in the system under different environmental pressures at pH=7.5 and 364 K.
DOI: 10.15468/dl.v3yjum
title: Occurrence Download

description: A dataset containing 645 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (South Africa, Lesotho, Eswatini)",
 "TaxonKey is one of (Rhinoptilus cinctus (Heuglin, 1863))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 645 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004373-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8vn43k99b7.1
title: Design Aspects for COVID-19 Dashboards

description: Eye movement data recorded during the evaluation of COVID-19 dashboards. Experiment I evaluated four existing dashboards. Experiment II was performed to evaluate two self developed dashboards of Catalunya.
DOI: 10.17632/dr7y44vrzy.1
title: Database of polychlorinated dibenzo-p-dioxins, dibenzofurans and dioxin-like and non-dioxin like polychlorinated biphenyls in bivalves from Shellfish Production Areas in the Basque coast (southeastern Bay of Biscay)

description: This dataset presents the levels of 17 polychlorinated dibenzo-p-dioxins and dibenzofurans (PCDD/Fs), and 12 dioxin-like polychlorinated biphenyls (DL-PCBs) (PCB-81, PCB-77, PCB-126, PCB-169, PCB-123, PCB-118, PCB-114, PCB-105, PCB-167, PCB-156, PCB-157 and PCB-189) in bivalves collected annually from 2008 to 2023 in the Shellfish Production Areas of the Basque coast (southeastern Bay of Biscay). Additionally, data on 6 non-dioxin like polychlorinated biphenyls (NDL-PCBs) (PCB-28, PCB-52, PCB-101, PCB-153, PCB-138 and PCB-180) are provided for the 2012-2023 time period. Depending on the availability of bivalves at each Shellfish Production Area, different species, such as mussels (Mytilus galloprovincialis) and oysters (Magallana gigas and Ostrea edulis), were used for the evaluation. Bivalve samples were analyzed following standardized methodologies according to the specific requirements established at the corresponding EU Regulations. This work was supported by the Fisheries and Aquaculture Directorate, Department of Economic Development, Sustainability and Environment of the Basque Government through CULTIVOS Project.
DOI: 10.17632/3jbfpgnc25.1
title: Single-cell dissection of the human blood-brain barrier and glioma blood-tumor barrier

description: In our study entitled 'Single-cell Dissection of the Human Blood-Brain Barrier and glioma Blood-Tumor Barrier' (manuscript submitted in April 2024), we analyzed protein level of collagen expression in two murine glioma models (RCAS tumor and CT2A tumor) following PXS-5153A treatment (Figure S9A and S9C).
DOI: 10.17632/j4v965whs4.3
title: Burnout Syndrome and Coping Strategies in Athletes with Disabilities: A Systematic Review

description: This systematic review aims to synthesize the literature on burnout and coping in athletes with disabilities and identify the psychological and physical variables associated with burnout and coping in this population.
DOI: 10.17632/d8spyjpbbd.1
title: Anthropogenic Effects of Play Behavior.

description: We investigated how human-derived food and conflict affect the intensity of play behavior in green monkeys across six sites in Barbados. We found that high levels of human-derived food correlated with significant decreases in play intensity. Comparisons at Grenade Hall from 2021 (before tourism returned) and 2022 (after tourism returned) showed that increased human conflict also decreases play intensity. 
Set 1: This was all data used for the average play intensity comparison across 6 groups. Groups are ordered from high to low levels of derived food.
Set 2: This was the average intensity data for both years of Grenade Hall Forest group. "Grenade Second" indicates 2022 after tourism returned to normal levels.
Set 3: General information on human interactions at sites