cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25188536.v1
title: Peer-led Recovery Groups for People with Psychosis in South Africa (PRIZE): randomised feasibility trial results

description: <b>Aims</b>The aims of this feasibility trial were to assess the acceptability and feasibility of peer-led recovery groups for people with psychosis in a low-resource South African setting, to assess the feasibility of trial methods, and to determine key parameters in preparation for a definitive trial.<b>Methods</b>The design was an individually randomised parallel group feasibility trial comparing recovery groups in addition to treatment as usual (TAU) with TAU alone. Ninety-two isiXhosa-speaking people with psychosis, and 47 linked caregivers, were recruited from primary care clinics and randomly allocated to trial arms in a 1:1 allocation ratio. TAU comprised anti-psychotic medication delivered in primary care. The intervention arm comprised six recovery groups including both service users and caregivers. Two-hour recovery group sessions were delivered weekly in a 2-month auxiliary social worker-facilitated phase, then a 3-month supported peer-led phase. To explore potential effectiveness, quantitative outcome data (functioning, relapse, unmet needs, personal recovery, stigma, health service use, medication adherence and caregiver burden) were collected at baseline, 2 months and 5 months post randomisation. This dataset includes the quantitative data collected. There are seperate files for the Service user data (PRIZEstudyserviceuse) and caregiver data (PRIZE_CG).Trial registration: PACTR202202482587686.<br>
DOI: 10.6084/m9.figshare.22623130.v1
title: Additional file 1 of Inhibition of miR-4640-5p alleviates pulmonary hypertension in chronic obstructive pulmonary disease patients by regulating nitric oxide synthase 1

description: Additional file 1. Table S1. Information about the patient specimens of experimental group.
DOI: 10.6084/m9.figshare.7422200
title: Additional file 6: of Genome-wide characterization and phylogenetic analysis of GSK gene family in three species of cotton: evidence for a role of some GSKs in fiber development and responses to stress

description: Table S3. Orthologous GSK genes identified in G. hirsutum, G. arboreum and G. raimondii. Orthologous genes were highlighted on condition that they were coincident with the results analyzed by MCScanX software: orthologous gene pairs between G. hirsutum and G. arboreum were highlighted in red, G. hirsutum and G. raimondii in blue, as well as G. arboreum and G. raimondii in orange. (XLSX 18 kb)
DOI: 10.6084/m9.figshare.22623133
title: Additional file 2 of Inhibition of miR-4640-5p alleviates pulmonary hypertension in chronic obstructive pulmonary disease patients by regulating nitric oxide synthase 1

description: Additional file 2. Table S2. Information about the patient specimens of control group.
DOI: 10.6084/m9.figshare.7422203
title: Additional file 7: of Downregulation of RdDM during strawberry fruit ripening

description: Table S6. Enriched GO terms of 555 hypomethylated down-DEGs, 367 hypomethylated up-DEGs, 862 non-hypomethylated down-DEGs, and 532 non-hypomethylated up-DEGs. (XLSX 36 kb)
DOI: 10.6084/m9.figshare.22626212.v1
title: Additional file 9 of SRSF1 regulates primordial follicle formation and number determination during meiotic prophase I

description: Additional file 9. Individual data values.
DOI: 10.6084/m9.figshare.22623118
title: Additional file 3 of Maternal obesity and gestational diabetes reprogram the methylome of offspring beyond birth by inducing epigenetic signatures in metabolic and developmental pathways

description: Additional file 3: Table S2. List and details of the DMPs (FDR&lt;0.05) found in the longitudinal analyses (0&gt;6; 6&gt;12).
DOI: 10.6084/m9.figshare.22623121.v1
title: Additional file 4 of Maternal obesity and gestational diabetes reprogram the methylome of offspring beyond birth by inducing epigenetic signatures in metabolic and developmental pathways

description: Additional file 4: Table S3. List and details of the DMPs (FDR&lt;0.05) found in the cross-sectional analyses (Ob.C; ObDia.C; ObDia.Ob).
DOI: 10.6084/m9.figshare.7422080
title: Additional file 11: of Genome-wide characterization and phylogenetic analysis of GSK gene family in three species of cotton: evidence for a role of some GSKs in fiber development and responses to stress

description: Table S5.1 GO annotations of the co-expressed genes involved in the weighted gene co-expression sub-network of GhSKs. Table S5.2 KEGG annotations of the co-expressed genes involved in the weighted gene co-expression sub-network of GhSKs. Table S5.3 Linkers co-expressed with GhSK32 and GhSK34. (XLSX 201 kb)
DOI: 10.6084/m9.figshare.7422230.v1
title: Additional file 8: of Genome-wide characterization and phylogenetic analysis of GSK gene family in three species of cotton: evidence for a role of some GSKs in fiber development and responses to stress

description: Table S4. Cis-regulatory elements found in the promoter regions of cotton GSK genes. (XLSX 33 kb)
DOI: 10.6084/m9.figshare.7422098.v1
title: Additional file 1: of Genome-wide characterization and phylogenetic analysis of GSK gene family in three species of cotton: evidence for a role of some GSKs in fiber development and responses to stress

description: Table S1.1 Gene accession numbers and sample information of transcriptome data used in our research. Table S1.2 FPKM values of transcriptome data used in our research. (XLSX 16765 kb)
DOI: 10.6084/m9.figshare.14234565.v1
title: Additional file 3 of Genotype-by-environment interaction in Holstein heifer fertility traits using single-step genomic reaction norm models

description: Additional file 3: Table S2. The equivalents of prop and mTHI-EGs and top 1% overlapping heifers between these two kinds of EGs for each trait and scenario estimated by A matrix.
DOI: 10.6084/m9.figshare.14234583
title: Additional file 9 of Genotype-by-environment interaction in Holstein heifer fertility traits using single-step genomic reaction norm models

description: Additional file 9: Table S4. Detailed information for genomic regions, genes and QTLs detected using prop-EG.
DOI: 10.6084/m9.figshare.13186070
title: Additional file 2 of Responses of forest carbon and water coupling to thinning treatments from leaf to stand scales in a young montane pine forest

description: Additional file 2: Tree level, stand level, leaf level and manuscript CBM data.
DOI: 10.6084/m9.figshare.22623265.v1
title: Additional file 1 of Antifibrotic mechanism of avitinib in bleomycin-induced pulmonary fibrosis in mice

description: Additional file 1. AVB original data.
DOI: 10.6084/m9.figshare.22623241
title: Additional file 1 of Transcriptome profiling reveals characteristics of hairy root and the role of AhGLK1 in response to drought stress and post-drought recovery in peanut

description: Additional file 1: Supplemental Dataset 1. List of DEGs up-regulated in HR compared to PR. Supplemental Dataset 2. List of DEGs down-regulated in HR compared to PR. Supplemental Dataset 3. List of DEGs up- and down-regulated in CK1 compared to CK0. Supplemental Dataset 4. List of DEGs up- and down-regulated in G1 compared to G0. Supplemental Dataset 5. List of common up-regulated DEGs in CK0 VS CK1 and G0 VS G1. Supplemental Dataset 6. List of common down-regulated DEGs in CK0 VS CK1 and G0 VS G1. Supplemental Dataset 7. List of DEGs up- and down-regulated in CK2 compared to CK1. Supplemental Dataset 8. List of DEGs up- and down-regulated in G2 compared to G1. Supplemental Dataset 9. List of common up-regulated DEGs in CK1 VS CK2 and G1 VS G2. Supplemental Dataset 10. List of common down-regulated DEGs in CK1 VS CK2 and G1 VS G2. Supplemental Dataset 11. List of 74 DEGs both in drought stress and post-drought recovery process. Supplemental Dataset 12. List of 20 DEGs uniquely expressed in AhGLK1-OX hairy root but common expressed in drought and recovery. Supplemental Dataset 13. List of DEGs of 35S::eGFP hair roots in response to drought and post-drought recovery. Supplemental Dataset 14. List of DEGs of AhGLK1-OX hair roots in response to drought and post-drought recovery.
DOI: 10.6084/m9.figshare.22623241.v1
title: Additional file 1 of Transcriptome profiling reveals characteristics of hairy root and the role of AhGLK1 in response to drought stress and post-drought recovery in peanut

description: Additional file 1: Supplemental Dataset 1. List of DEGs up-regulated in HR compared to PR. Supplemental Dataset 2. List of DEGs down-regulated in HR compared to PR. Supplemental Dataset 3. List of DEGs up- and down-regulated in CK1 compared to CK0. Supplemental Dataset 4. List of DEGs up- and down-regulated in G1 compared to G0. Supplemental Dataset 5. List of common up-regulated DEGs in CK0 VS CK1 and G0 VS G1. Supplemental Dataset 6. List of common down-regulated DEGs in CK0 VS CK1 and G0 VS G1. Supplemental Dataset 7. List of DEGs up- and down-regulated in CK2 compared to CK1. Supplemental Dataset 8. List of DEGs up- and down-regulated in G2 compared to G1. Supplemental Dataset 9. List of common up-regulated DEGs in CK1 VS CK2 and G1 VS G2. Supplemental Dataset 10. List of common down-regulated DEGs in CK1 VS CK2 and G1 VS G2. Supplemental Dataset 11. List of 74 DEGs both in drought stress and post-drought recovery process. Supplemental Dataset 12. List of 20 DEGs uniquely expressed in AhGLK1-OX hairy root but common expressed in drought and recovery. Supplemental Dataset 13. List of DEGs of 35S::eGFP hair roots in response to drought and post-drought recovery. Supplemental Dataset 14. List of DEGs of AhGLK1-OX hair roots in response to drought and post-drought recovery.
DOI: 10.6084/m9.figshare.20004887.v1
title: G protein-coupled receptor 30 mediates cell proliferation of goat mammary epithelial cells via MEK/ERK&PI3K/AKT signaling pathway

description: The mammary gland of mammals possesses the specific function of synthesizing, secreting, and delivering milk. Notably, mammary epithelial cells are considered to be central to control the expansion and remodeling of mammary gland into a milk-secretory organ. And the biological function of mammary gland is mainly regulated by the endocrine system, especially for estrogen. G protein-coupled receptor 30 (GPR30), an estrogen membrane receptor, mediates estrogen-induced functions of physiology and pathophysiology. However, the relationship between estrogen/GPR30 signaling and proliferation of goat mammary epithelial cells (gMECs) is still unclear. Herein, estrogen promoted cell proliferation than control, as evidence by upregulation of cell numbers, BrdU-positive cell counts, and cell viability. Of note, these activities were all obviously reduced by treatment with GPR30 antagonist G15, yet GPR30 agonist G1 increased cell proliferation than control. Further, GPR30 silencing inhibited cell proliferation than negative control. This inhibition was accompanied by a G2/M phase arrest and downregulation of cell cycle regulators. Meanwhile, estrogen increased the phosphorylation of ERK1/2 and AKT. Further, the protein level of p-ERK1/2 and p-AKT was enhanced by GPR30 agonist G1 but inhibited by GPR30 antagonist G15 and GPR30 silencing. Importantly, MEK inhibitor and PI3K inhibitor decreased the expression of cell cycle regulators, and repressed estrogen-induced and G1-driven promotion of cell proliferation, suggesting that estrogen regulated cell proliferation of gMECs through mechanisms involving cell cycle, dependent of GPR30 and MEK/ERK and PI3K/AKT signaling pathway. This may provide a strong theoretical basis for researching estrogen sustained-release drugs promoting breast development and improving lactation performance. <b>Abbreviations:</b> gMECs, goat mammary epithelial cells; E2, 17β-estradiol; GPR30, G protein-coupled receptor 30; shRNA, small hairpin RNA; CDK, cyclin-dependent kinase; PI3K, phosphatidylinositol 3-kinase; AKT, proteinkinase B; MAPK, mitogen-activated protein kinase; MEK, mitogen-activated protein kinase kinase; ERK1/2, extracellular signal-regulated kinase 1/2.
DOI: 10.5281/zenodo.10254629
title: BASE DATOS VOLUNTARIOS ONGs

description: Base de datos de 761 voluntarios que prestan sus servicios en diferentes ONGs.
DOI: 10.5281/zenodo.10254630
title: BASE DATOS VOLUNTARIOS ONGs

description: Base de datos de 761 voluntarios que prestan sus servicios en diferentes ONGs.
DOI: 10.6084/m9.figshare.7422089
title: Additional file 1: of Downregulation of RdDM during strawberry fruit ripening

description: Table S1. Mapping statistics of bisulfite sequencing, RNA sequencing, and small-RNA sequencing. (XLSX 19 kb)
DOI: 10.6084/m9.figshare.7422089.v1
title: Additional file 1: of Downregulation of RdDM during strawberry fruit ripening

description: Table S1. Mapping statistics of bisulfite sequencing, RNA sequencing, and small-RNA sequencing. (XLSX 19 kb)
DOI: 10.6084/m9.figshare.7422119
title: Additional file 2: of Genome-wide characterization and phylogenetic analysis of GSK gene family in three species of cotton: evidence for a role of some GSKs in fiber development and responses to stress

description: Table S2. FPKM values of different tissues obtained from published transcriptome data. (XLSX 16 kb)
DOI: 10.6084/m9.figshare.5849532
title: Implementation of machine-learning classification in remote sensing: an applied review

description: Machine learning offers the potential for effective and efficient classification of remotely sensed imagery. The strengths of machine learning include the capacity to handle data of high dimensionality and to map classes with very complex characteristics. Nevertheless, implementing a machine-learning classification is not straightforward, and the literature provides conflicting advice regarding many key issues. This article therefore provides an overview of machine learning from an applied perspective. We focus on the relatively mature methods of support vector machines, single decision trees (DTs), Random Forests, boosted DTs, artificial neural networks, and <i>k</i>-nearest neighbours (<i>k</i>-NN). Issues considered include the choice of algorithm, training data requirements, user-defined parameter selection and optimization, feature space impacts and reduction, and computational costs. We illustrate these issues through applying machine-learning classification to two publically available remotely sensed data sets.
DOI: 10.6084/m9.figshare.7422119.v1
title: Additional file 2: of Genome-wide characterization and phylogenetic analysis of GSK gene family in three species of cotton: evidence for a role of some GSKs in fiber development and responses to stress

description: Table S2. FPKM values of different tissues obtained from published transcriptome data. (XLSX 16 kb)
DOI: 10.6084/m9.figshare.22626341.v1
title: Additional file 1 of Genetic diversity and signatures of selection in BoHuai goat revealed by whole-genome sequencing

description: Additional file 1: Figure S1. SNP intersection of BoHuai goat with Boer goat (male parent) and Huai goat (female parent).
DOI: 10.6084/m9.figshare.23150661.v1
title: Anilidophosphine ligand supported praseodymium and terbium phosphaethynolate complexes: Synthesis, characterization, and DFT calculations

description: The 2-phosphaethynolate has received particular attention and displayed various reaction patterns due to its ambident property. In this work, the reactivity of monoanionic bidentate anilidophosphine PN ligand (PN: <i>N</i>-(2-(diisopropylphosphanyl)-4-methylphenyl)-2,4,6-trimethyl anilide) supported (PN<sup>Me3</sup>)<sub>2</sub>Pr<sup>III</sup>Cl (<b>2A</b>) and (PN<sup>Me3</sup>)<sub>2</sub>Tb<sup>III</sup>Cl (<b>2B</b>) with NaOCP(dioxane)<sub>2.5</sub> by salt elimination reaction is described. The reactions yield corresponding praseodymium and terbium phosphaethynolate complexes: (PN<sup>Me3</sup>)<sub>2</sub>Pr<sup>III</sup>OCP (<b>3A</b>) and (PN<sup>Me3</sup>)<sub>2</sub>Tb<sup>III</sup>OCP (<b>3B</b>), respectively. These two complexes feature a preferential O-bound terminal adduct. Magnetic data analysis reveals that praseodymium and terbium chloride and phosphaethynolate complexes showed a strong temperature dependence. All the complexes have been characterized by various measurement means, including NMR, UV spectroscopies, FT-IR spectrum as well as X-ray single crystal crystallography. For comparison, bond analyses of all the complexes collected from experimental and computational approaches are conducted in detail.
DOI: 10.6084/m9.figshare.22623265
title: Additional file 1 of Antifibrotic mechanism of avitinib in bleomycin-induced pulmonary fibrosis in mice

description: Additional file 1. AVB original data.
DOI: 10.6084/m9.figshare.20529766.v2
title: Nonparametric Prediction Distribution from Resolution-Wise Regression with Heterogeneous Data

description: Modeling and inference for heterogeneous data have gained great interest recently due to rapid developments in personalized marketing. Most existing regression approaches are based on the conditional mean and may require additional cluster information to accommodate data heterogeneity. In this article, we propose a novel nonparametric resolution-wise regression procedure to provide an estimated distribution of the response instead of one single value. We achieve this by decomposing the information of the response and the predictors into resolutions and patterns, respectively, based on marginal binary expansions. The relationships between resolutions and patterns are modeled by penalized logistic regressions. Combining the resolution-wise prediction, we deliver a histogram of the conditional response to approximate the distribution. Moreover, we show a sure independence screening property and the consistency of the proposed method for growing dimensions. Simulations and a real estate valuation dataset further illustrate the effectiveness of the proposed method.
DOI: 10.6084/m9.figshare.23682402
title: Red list assessments of Chinese higher plants

description: Based on the two most recent assessments of Chinese higher plants in 2013 and 2020, of 34,450 and 39,330 species, respectively, we analysed the threatened status of Chinese higher plants. In 2020, around 4,088 (10.39%) of the assessed species in China are threatened, 2,875 (7.31%) Near Threatened, 27,593 (70.16%) not currently threatened and categorised as Least Concern and 4,752 (12.08%) categorised as Data Deficient. While in 2013, 3,767 (10.93%) of the assessed higher plants in China are threatened, 2,723 (7.90%) Near Threatened, 24,296 (70.53%) Least Concern and 3,612 (10.48%) Data Deficient. Estimates of the Red List Index in the two years show different patterns when using different weighting methods with the equal steps weighting method showing a slight decrease (0.91675–0.91495) and the extinction risk weighting method showing a slight increase (0.98792–0.98797). We inferred that China’s threatened plant species were likely / relatively effectively protected. However, attention should also be given to the non-threatened species in the future as an additional strategy for their conservation, to maintain their non-threatened status.
DOI: 10.6084/m9.figshare.23682402.v1
title: Red list assessments of Chinese higher plants

description: Based on the two most recent assessments of Chinese higher plants in 2013 and 2020, of 34,450 and 39,330 species, respectively, we analysed the threatened status of Chinese higher plants. In 2020, around 4,088 (10.39%) of the assessed species in China are threatened, 2,875 (7.31%) Near Threatened, 27,593 (70.16%) not currently threatened and categorised as Least Concern and 4,752 (12.08%) categorised as Data Deficient. While in 2013, 3,767 (10.93%) of the assessed higher plants in China are threatened, 2,723 (7.90%) Near Threatened, 24,296 (70.53%) Least Concern and 3,612 (10.48%) Data Deficient. Estimates of the Red List Index in the two years show different patterns when using different weighting methods with the equal steps weighting method showing a slight decrease (0.91675–0.91495) and the extinction risk weighting method showing a slight increase (0.98792–0.98797). We inferred that China’s threatened plant species were likely / relatively effectively protected. However, attention should also be given to the non-threatened species in the future as an additional strategy for their conservation, to maintain their non-threatened status.
DOI: 10.5281/zenodo.10260244
title: Dataset about engagement and tourism variables

description: This file contains engagement data for all posts published by info.Spain in 2017. All information collected to create this dataset is public domain. This dataset provides information on posts that pursue the positioning of the Spanish national brand, as well as indicators of tourist engagement with these posts, and indicators related to tourism variables.
DOI: 10.5281/zenodo.10260245
title: Dataset about engagement and tourism variables

description: This file contains engagement data for all posts published by info.Spain in 2017. All information collected to create this dataset is public domain. This dataset provides information on posts that pursue the positioning of the Spanish national brand, as well as indicators of tourist engagement with these posts, and indicators related to tourism variables.
DOI: 10.5281/zenodo.10001423
title: Engagement

description: We collected  engagement data from 712 posts published on Spain.info Fan Page during 2020, 93,385 positive reactions and 3,516 positive comments to such posts. We have done this because we are interested in studying only the positive engagement, then neutral and negative valenced reactions, and comments have been dismissed in our research. We have used reactions, comments and sharings to calculated indexes of positive engagement, positive commitment, and positive virality. 
Then, we classified every post according to features such as the Spanish destination promoted, the topic of the post, the presence of interaction between the brand and the audience, the language used, and the tourist season at the publication date. These variables are categoricals but we have transformed them using Optimal Scaling.
DOI: 10.6084/m9.figshare.7422536
title: MOESM1 of Spectrophotometry assays to determine G6PD activity from Trinity Biotech and Pointe Scientific G6PD show good correlation

description: Additional file 1. Database with all relevant information
DOI: 10.6084/m9.figshare.20529766
title: Nonparametric Prediction Distribution from Resolution-Wise Regression with Heterogeneous Data

description: Modeling and inference for heterogeneous data have gained great interest recently due to rapid developments in personalized marketing. Most existing regression approaches are based on the conditional mean and may require additional cluster information to accommodate data heterogeneity. In this article, we propose a novel nonparametric resolution-wise regression procedure to provide an estimated distribution of the response instead of one single value. We achieve this by decomposing the information of the response and the predictors into resolutions and patterns, respectively, based on marginal binary expansions. The relationships between resolutions and patterns are modeled by penalized logistic regressions. Combining the resolution-wise prediction, we deliver a histogram of the conditional response to approximate the distribution. Moreover, we show a sure independence screening property and the consistency of the proposed method for growing dimensions. Simulations and a real estate valuation dataset further illustrate the effectiveness of the proposed method.