cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6073/pasta/aed02d53f1837facd71eb19106892d8a
title: North Temperate Lakes LTER: Fish Length Frequency 1981 - current

description: This data set is a derived data set based on fish catch and length data. Data are collected annually to enable us to track the fish assemblages of eleven primary lakes (Allequash, Big Muskellunge, Crystal, Sparkling, Trout, bog lakes 27-02 [Crystal Bog] and 12-15 [Trout Bog], Mendota, Monona, Wingra and Fish). Sampling on Lakes Monona, Wingra, and Fish started in 1995; sampling on other lakes started in 1981. Sampling is done at six littoral zone sites per lake with seine, minnow or crayfish traps, and fyke nets; a boat-mounted electrofishing system samples three littoral transects. Vertically hung gill nets are used to obtain two pelagic samples per lake from the deepest point. A trammel net samples across the thermocline at two sites per lake. In the bog lakes only fyke nets and minnow traps are deployed. Parameters measured include species-level identification and lengths for all fish caught, and scale samples and weight from a subset. Derived data sets include species richness, catch per unit effort, and size distribution by species, lake, and year. Dominant species vary from lake to lake. Perch, rockbass, and bluegill are common, with walleye, large and small mouth basses, northern pike and muskellunge as major piscivores. Cisco have been present in the pelagic waters of four lakes, and the exotic species, rainbow smelt, is present in two. The bog lakes contain mudminnows. Protocol used to generate data: The number of fish caught in each five mm length interval (0
DOI: 10.21223/hlrivb/vg1bw5
title: 01_data_monitoreo_Patacancha_Cusco.tab

description: :unav
DOI: 10.6084/m9.figshare.21788624.v1
title: Supplementary Information

description: Supplemental files available at FigShare. “Supplementary Information” contains addresses to reference genome information, addresses to web sites, and the data supporting the findings on the ice plant genome function.
DOI: 10.6084/m9.figshare.21788624.v2
title: Supplementary Datasets

description: “Supplementary Information” contains addresses to reference genome information, addresses to web sites, and the data supporting the findings on the ice plant genome function. “Supplementary Dataset S1” contains the results of blastn search using reference transcriptome sequences and registered genomic sequences in NCBI. “Supplementary Dataset S2” contains blastp results using public protein sequences. “Supplementary Dataset S3” contains the domain including the ice plant genome.
DOI: 10.6084/m9.figshare.16778822
title: Assessment of Dietary Supplements Use among American University of Beirut Students: Prevalence, Knowledge, and Reasons for Supplementation

description: The purpose of this study was to evaluate the prevalence and type of supplements used among university students, level of knowledge in this respect, reasons to supplement their diet, and the sources for information about dietary supplements. A sample of 100 students at the American University of Beirut were surveyed through a questionnaire composed of 22 questions and divided into four sections: socio-demographic, anthropometric, dietary supplement (DS) knowledge, DS intake and reasons. Descriptive statistics were conducted to determine the frequency of respondents for each variable and appropriate statistical tests were used for associations according to variable type and data. A total of 100 participants were included in the study of which 49 (49.0%) were males and 51 (51.0%) were females. Sixty-eight participants were dietary supplement users, of which 27 (39.7%) were males and 41 (60.3%) were females. Supplementation reasons differed: 53 consumed supplements to improve energy and vitality, 22 to enhance cognitive performance, 22 to promote hair, skin and health, and 13 to prevent or treat cold. A significant association was observed between dietary supplements use and female gender (OR = 5.66, 95% CI: 1.60-20.10). No significance was found between consuming dietary supplements and smoking status, BMI, living conditions, medical condition, age, exercise, major, dietary knowledge, and side effects. More than half of the participants are dietary supplements users with females being more likely to use them. The main reason for both genders to resort to dietary supplement use is to improve their energy and vitality.
DOI: 10.6084/m9.figshare.16778822.v2
title: Assessment of Dietary Supplements Use among American University of Beirut Students: Prevalence, Knowledge, and Reasons for Supplementation

description: The purpose of this study was to evaluate the prevalence and type of supplements used among university students, level of knowledge in this respect, reasons to supplement their diet, and the sources for information about dietary supplements. A sample of 100 students at the American University of Beirut were surveyed through a questionnaire composed of 22 questions and divided into four sections: socio-demographic, anthropometric, dietary supplement (DS) knowledge, DS intake and reasons. Descriptive statistics were conducted to determine the frequency of respondents for each variable and appropriate statistical tests were used for associations according to variable type and data. A total of 100 participants were included in the study of which 49 (49.0%) were males and 51 (51.0%) were females. Sixty-eight participants were dietary supplement users, of which 27 (39.7%) were males and 41 (60.3%) were females. Supplementation reasons differed: 53 consumed supplements to improve energy and vitality, 22 to enhance cognitive performance, 22 to promote hair, skin and health, and 13 to prevent or treat cold. A significant association was observed between dietary supplements use and female gender (OR = 5.66, 95% CI: 1.60-20.10). No significance was found between consuming dietary supplements and smoking status, BMI, living conditions, medical condition, age, exercise, major, dietary knowledge, and side effects. More than half of the participants are dietary supplements users with females being more likely to use them. The main reason for both genders to resort to dietary supplement use is to improve their energy and vitality.
DOI: 10.6084/m9.figshare.16778822.v1
title: Assessment of Dietary Supplements Use among American University of Beirut Students: Prevalence, Knowledge, and Reasons for Supplementation

description: The purpose of this study was to evaluate the prevalence and type of supplements used among university students, level of knowledge in this respect, reasons to supplement their diet, and the sources for information about dietary supplements. A sample of 100 students at the American University of Beirut were surveyed through a questionnaire composed of 22 questions and divided into four sections: socio-demographic, anthropometric, dietary supplement (DS) knowledge, DS intake and reasons. Descriptive statistics were conducted to determine the frequency of respondents for each variable and appropriate statistical tests were used for associations according to variable type and data. A total of 100 participants were included in the study of which 49 (49.0%) were males and 51 (51.0%) were females. Sixty-eight participants were dietary supplement users, of which 27 (39.7%) were males and 41 (60.3%) were females. Supplementation reasons differed: 53 consumed supplements to improve energy and vitality, 22 to enhance cognitive performance, 22 to promote hair, skin and health, and 13 to prevent or treat cold. A significant association was observed between dietary supplements use and female gender (OR = 5.66, 95% CI: 1.60-20.10). No significance was found between consuming dietary supplements and smoking status, BMI, living conditions, medical condition, age, exercise, major, dietary knowledge, and side effects. More than half of the participants are dietary supplements users with females being more likely to use them. The main reason for both genders to resort to dietary supplement use is to improve their energy and vitality.
DOI: 10.6084/m9.figshare.21788609
title: Colony forming assay _Fig 1C

description: Colony formation assay to test the radiosensitization capacities of IAZA and FAZA
DOI: 10.6084/m9.figshare.21788609.v1
title: Colony forming assay _Fig 1C

description: Colony formation assay to test the radiosensitization capacities of IAZA and FAZA
DOI: 10.5281/zenodo.7490480
title: Virus infection of phytoplankton increases average molar mass and reduces hygroscopicity of aerosolized organic matter

description: Raw data pertaining to the manuscript titled "Virus infection of phytoplankton increases average molar mass and reduces hygroscopicity of aerosolized organic matter."
DOI: 10.5281/zenodo.7490479
title: Virus infection of phytoplankton increases average molar mass and reduces hygroscopicity of aerosolized organic matter

description: Raw data pertaining to the manuscript titled "Virus infection of phytoplankton increases average molar mass and reduces hygroscopicity of aerosolized organic matter."
DOI: 10.6073/pasta/646ae2ac5de15042bb18bdc868370b05
title: Lake Wingra: Fish Lengths and Weights 1995 - current

description: Data are collected annually to enable us to track the fish assemblages of Lake Wingra. Sampling is done at six littoral zone sites per lake with a beach seine, minnow or crayfish traps, and fyke nets, while a boat-mounted electrofishing system samples four littoral transects. Vertically hung gill nets are used to obtain two pelagic samples per lake from the deepest point. A trammel net samples across the thermocline at two nearshore sites per lake. Fish are identified to species. Lengths are measured for all fish caught, while weight and scale are collected from a subset. Derived data includes catch per unit effort and size distribution by species, lake, and year. Sampling Frequency: annually. Number of sites: 1. Note that 2020 data does not exist due to insufficient sampling.
DOI: 10.6084/m9.figshare.17701907
title: Daily Births number

description: The dateset is a daily birth count for a tertiary hospital from Nepal. The data contains information about number of births by day and relented maternal and child health characteristicts.
DOI: 10.6084/m9.figshare.21788624.v3
title: Supplementary Information

description: “Supplementary Information” contains addresses to reference genome information, addresses to web sites, and the data supporting the findings on the ice plant genome function.
DOI: 10.6073/pasta/7756b0b862ca9864b8e4bd406e79a2ff
title: Lake Wingra: Fish Abundance 1995 - current

description: Data are collected annually to enable us to track the fish assemblages of Lake Wingra. Sampling is done at six littoral zone sites per lake with a beach seine, minnow or crayfish traps, and fyke nets, while a boat-mounted electrofishing system samples four littoral transects. Vertically hung gill nets are used to obtain two pelagic samples per lake from the deepest point. A trammel net samples across the thermocline at two nearshore sites per lake. Fish are identified to species. Lengths are measured for all fish caught, while weight and scale are collected from a subset. Derived data include catch per unit effort and size distribution by species, lake, and year. Protocol used to generate data: Number caught for each species is summed over repetitions of a gear within a lake and over depth. Sampling Frequency: annually. Number of sites: 1. Note that 2020 data does not exist due to insufficient sampling.
DOI: 10.34740/kaggle/dsv/4783708
title: BBC News
DOI: 10.3886/e183714
title: A Lightweight Approach to Localization for Blind and Visually Impaired Travelers

description: We present a localization algorithm based on computer vision and inertial sensing; the algorithm is lightweight in that it requires only a 2D floor plan of the environment, annotated with the locations of visual landmarks and points of interest, instead of a detailed 3D model (used in many computer vision localization algorithms), and requires no new physical infrastructure (such as Bluetooth beacons). The algorithm can serve as the foundation for a wayfinding app that runs on a smartphone; crucially, the approach is fully accessible because it doesn’t require the user to aim the camera at specific visual targets, which would be problematic for BVI users who may not be able to see these targets. In this work, we improve upon the existing algorithm so as to incorporate recognition of multiple classes of visual landmarks to facilitate effective localization, and demonstrate empirically how localization performance improves as the number of these classes increases
DOI: 10.3886/e183714v1
title: A Lightweight Approach to Localization for Blind and Visually Impaired Travelers

description: We present a localization algorithm based on computer vision and inertial sensing; the algorithm is lightweight in that it requires only a 2D floor plan of the environment, annotated with the locations of visual landmarks and points of interest, instead of a detailed 3D model (used in many computer vision localization algorithms), and requires no new physical infrastructure (such as Bluetooth beacons). The algorithm can serve as the foundation for a wayfinding app that runs on a smartphone; crucially, the approach is fully accessible because it doesn’t require the user to aim the camera at specific visual targets, which would be problematic for BVI users who may not be able to see these targets. In this work, we improve upon the existing algorithm so as to incorporate recognition of multiple classes of visual landmarks to facilitate effective localization, and demonstrate empirically how localization performance improves as the number of these classes increases
DOI: 10.34740/kaggle/dsv/4783779
title: OntoUML/UFO Catalog
DOI: 10.6084/m9.figshare.21788738
title: Responses of soil microbial community to multiple global changes and land-use legacy in a temperate forest

description: <strong>Responses of soil microbial community to multiple global changes and land-use legacy in a temperate forest</strong>
DOI: 10.34740/kaggle/ds/2725171
title: Youtube Trending Video - Taiwan & Hong Kong
DOI: 10.5519/qd.zerbm04r
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (30 records)
DOI: 10.6084/m9.figshare.21788750
title: Dimensionality-confined superconductivity within SrNbO3-SrTiO3 heterostructures

description: data
DOI: 10.34740/kaggle/dsv/4783975
title: 💥📰 Daily Breaking News Twitter Dataset
DOI: 10.6084/m9.figshare.21780224
title: expression matrix of PAAD

description: <strong>Background: </strong>Pancreatic adenocarcinoma (PAAD) is a highly lethal disease with a poor prognosis. Increasing evidence indicates that immunophenotyping can reveal the combined immune status of the tumor, which is closely related to treatment response and patient prognosis. Therefore, in this study, a comprehensive analysis of the potential prognostic values of immune-related genes in PAAD was performed. <strong>Methods: </strong>The data of PAAD patients were obtained from TCGA and GEO databases. Immune cell infiltration (ICI) analysis was conducted using the CIBERSORT algorithm. ICI classification was then performed with the ConsensusClusterPlus package based on the CIBERSORT results. Immune-related differentially expressed genes (DEGs), which were screened from the ICI subtypes, were applied to identify the prognosis-related feature genes in PAAD. Further univariate Cox regression analysis, least absolute shrinkage and selection operator (LASSO) regression and multivariate Cox regression analysis were performed to determine the hub genes. ROC curves, survival analysis and a nomogram were used to assess the risk score model constructed with hub genes. The biological functions of the hub genes were annotated via GSEA. Furthermore, the correlation between the expression of hub genes and the infiltration of macrophages and CD8+ T cells was assessed via immunohistochemistry (IHC) in 19 PAAD samples. <strong>Results: </strong>Analyses of the TCGA and GEO databases revealed that both KRT7 and ITGB6 were strongly linked to a worse prognosis in PAAD. Then, KRT7 and ITGB6 were used to stratify the PAAD patients into low- and high-risk subgroups. The high-risk group had a poorer prognosis and less immune cell infiltration than the low-risk group. GSEA showed that ITGB6 and KRT7 were mainly enriched in the P53 signaling, cadherin binding and NF-κB binding pathways. Furthermore, KRT7 and ITGB6 expression was correlated with the infiltration of macrophages and CD8+ T cells in the TME, which was verified by IHC analysis. <strong>Conclusion:</strong> Both KRT7 and ITGB6 are promising biomarkers of PAAD prognosis.
DOI: 10.6084/m9.figshare.21780224.v1
title: expression matrix of PAAD

description: <strong>Background: </strong>Pancreatic adenocarcinoma (PAAD) is a highly lethal disease with a poor prognosis. Increasing evidence indicates that immunophenotyping can reveal the combined immune status of the tumor, which is closely related to treatment response and patient prognosis. Therefore, in this study, a comprehensive analysis of the potential prognostic values of immune-related genes in PAAD was performed. <strong>Methods: </strong>The data of PAAD patients were obtained from TCGA and GEO databases. Immune cell infiltration (ICI) analysis was conducted using the CIBERSORT algorithm. ICI classification was then performed with the ConsensusClusterPlus package based on the CIBERSORT results. Immune-related differentially expressed genes (DEGs), which were screened from the ICI subtypes, were applied to identify the prognosis-related feature genes in PAAD. Further univariate Cox regression analysis, least absolute shrinkage and selection operator (LASSO) regression and multivariate Cox regression analysis were performed to determine the hub genes. ROC curves, survival analysis and a nomogram were used to assess the risk score model constructed with hub genes. The biological functions of the hub genes were annotated via GSEA. Furthermore, the correlation between the expression of hub genes and the infiltration of macrophages and CD8+ T cells was assessed via immunohistochemistry (IHC) in 19 PAAD samples. <strong>Results: </strong>Analyses of the TCGA and GEO databases revealed that both KRT7 and ITGB6 were strongly linked to a worse prognosis in PAAD. Then, KRT7 and ITGB6 were used to stratify the PAAD patients into low- and high-risk subgroups. The high-risk group had a poorer prognosis and less immune cell infiltration than the low-risk group. GSEA showed that ITGB6 and KRT7 were mainly enriched in the P53 signaling, cadherin binding and NF-κB binding pathways. Furthermore, KRT7 and ITGB6 expression was correlated with the infiltration of macrophages and CD8+ T cells in the TME, which was verified by IHC analysis. <strong>Conclusion:</strong> Both KRT7 and ITGB6 are promising biomarkers of PAAD prognosis.
DOI: 10.6084/m9.figshare.21780317
title: CIBERSORT analysis

description: <strong>Background: </strong>Pancreatic adenocarcinoma (PAAD) is a highly lethal disease with a poor prognosis. Increasing evidence indicates that immunophenotyping can reveal the combined immune status of the tumor, which is closely related to treatment response and patient prognosis. Therefore, in this study, a comprehensive analysis of the potential prognostic values of immune-related genes in PAAD was performed. <strong>Methods: </strong>The data of PAAD patients were obtained from TCGA and GEO databases. Immune cell infiltration (ICI) analysis was conducted using the CIBERSORT algorithm. ICI classification was then performed with the ConsensusClusterPlus package based on the CIBERSORT results. Immune-related differentially expressed genes (DEGs), which were screened from the ICI subtypes, were applied to identify the prognosis-related feature genes in PAAD. Further univariate Cox regression analysis, least absolute shrinkage and selection operator (LASSO) regression and multivariate Cox regression analysis were performed to determine the hub genes. ROC curves, survival analysis and a nomogram were used to assess the risk score model constructed with hub genes. The biological functions of the hub genes were annotated via GSEA. Furthermore, the correlation between the expression of hub genes and the infiltration of macrophages and CD8+ T cells was assessed via immunohistochemistry (IHC) in 19 PAAD samples. <strong>Results: </strong>Analyses of the TCGA and GEO databases revealed that both KRT7 and ITGB6 were strongly linked to a worse prognosis in PAAD. Then, KRT7 and ITGB6 were used to stratify the PAAD patients into low- and high-risk subgroups. The high-risk group had a poorer prognosis and less immune cell infiltration than the low-risk group. GSEA showed that ITGB6 and KRT7 were mainly enriched in the P53 signaling, cadherin binding and NF-κB binding pathways. Furthermore, KRT7 and ITGB6 expression was correlated with the infiltration of macrophages and CD8+ T cells in the TME, which was verified by IHC analysis. <strong>Conclusion:</strong> Both KRT7 and ITGB6 are promising biomarkers of PAAD prognosis.
DOI: 10.6084/m9.figshare.21780317.v1
title: CIBERSORT analysis

description: <strong>Background: </strong>Pancreatic adenocarcinoma (PAAD) is a highly lethal disease with a poor prognosis. Increasing evidence indicates that immunophenotyping can reveal the combined immune status of the tumor, which is closely related to treatment response and patient prognosis. Therefore, in this study, a comprehensive analysis of the potential prognostic values of immune-related genes in PAAD was performed. <strong>Methods: </strong>The data of PAAD patients were obtained from TCGA and GEO databases. Immune cell infiltration (ICI) analysis was conducted using the CIBERSORT algorithm. ICI classification was then performed with the ConsensusClusterPlus package based on the CIBERSORT results. Immune-related differentially expressed genes (DEGs), which were screened from the ICI subtypes, were applied to identify the prognosis-related feature genes in PAAD. Further univariate Cox regression analysis, least absolute shrinkage and selection operator (LASSO) regression and multivariate Cox regression analysis were performed to determine the hub genes. ROC curves, survival analysis and a nomogram were used to assess the risk score model constructed with hub genes. The biological functions of the hub genes were annotated via GSEA. Furthermore, the correlation between the expression of hub genes and the infiltration of macrophages and CD8+ T cells was assessed via immunohistochemistry (IHC) in 19 PAAD samples. <strong>Results: </strong>Analyses of the TCGA and GEO databases revealed that both KRT7 and ITGB6 were strongly linked to a worse prognosis in PAAD. Then, KRT7 and ITGB6 were used to stratify the PAAD patients into low- and high-risk subgroups. The high-risk group had a poorer prognosis and less immune cell infiltration than the low-risk group. GSEA showed that ITGB6 and KRT7 were mainly enriched in the P53 signaling, cadherin binding and NF-κB binding pathways. Furthermore, KRT7 and ITGB6 expression was correlated with the infiltration of macrophages and CD8+ T cells in the TME, which was verified by IHC analysis. <strong>Conclusion:</strong> Both KRT7 and ITGB6 are promising biomarkers of PAAD prognosis.