cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/q9p-whx-713
title: Solanum vernei Bitter & Wittm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qqe-1jb-sf3
title: Solanum vernei Bitter & Wittm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dxq-pnq-5by
title: Gymnostomum calcareum Nees & Hornsch.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/z4z-432-7wr
title: Solanum vernei Bitter & Wittm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/0al-abz-jws
title: Solanum vernei Bitter & Wittm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4a7-s85-hvn
title: Solanum vernei Bitter & Wittm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/h97-nd2-2a9
title: Solanum violaceimarmoratum Bitter

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/5as-e4w-xmj
title: Solanum vernei Bitter & Wittm.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/snm-fn3-nxy
title: Solanum stoloniferum Schltdl. & C. D. Bouché

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fn7-avn-1l7
title: Solanum × vallis-mexici Juz. ex Bukasov

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dj9-k20-qng
title: Solanum stoloniferum Schltdl. & C. D. Bouché

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/fyk-8qc-3na
title: Solanum stoloniferum Schltdl. & C. D. Bouché

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/d6q-0f8-9e0
title: Solanum verrucosum Schltdl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rnj-pfw-xy4
title: Solanum verrucosum Schltdl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/zpp-nf7-jmj
title: Solanum × vallis-mexici Juz. ex Bukasov

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/mk7-g64-znt
title: Solanum venturii Hawkes & Hjert.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xax-m9z-sq2
title: Solanum verrucosum Schltdl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7yv-816-86d
title: Hypnum graminicolor Brid.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/jjb-379-w2f
title: Brachytheciastrum trachypodium (Brid.) Ignatov & Huttunen

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/3j9-nyr-g7l
title: Senecio nevadensis Boiss. & Reut.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/es9-fee-0r9
title: Solanum verrucosum Schltdl.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6zb-c9t-sek
title: Senecio minimus Poir.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v49-dtl-5cy
title: Senecio mimetes Hutch. & R. A. Dyer

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/j2k-vrb-7mc
title: Senecio macedonicus subsp. macedonicus

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/dxd-gyf-wm4
title: Senecio polyanthemoides Sch. Bip.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/p53-rtb-brd
title: Solanum stoloniferum Schltdl. & C. D. Bouché

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.wd9agn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 {
 "not" : {
 "PhylumKey" : [
 "is Chordata"
 ]
 }
 },
 "ClassKey is one of (Thaliacea, Ascidiacea, Appendicularia, Leptocardii)"
 ]
 },
 "KingdomKey is Animalia",
 "DatasetKey is one of (UTEP Insects (Arctos))",
 "OccurrenceStatus is Present",
 "LastInterpreted is greater than or equal to 2025-06-23"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106844-250525065834625/datasets/export for details.
DOI: 10.3535/2pk-5ty-6nd
title: Solanum stoloniferum Schltdl. & C. D. Bouché

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/4nx-r35-h4r
title: Senecio pillansii Levyns

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/6v2-xdd-1x3
title: Gutenbergia rangei Muschl. ex Range

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ayc-e2x-4bx
title: Senecio olympicus Boiss.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/rms-xsx-c1a
title: Solanum stoloniferum Schltdl. & C. D. Bouché

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/209-l51-byg
title: Solanum stoloniferum Schltdl. & C. D. Bouché

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/9de-544-qgv
title: Jacobaea renardii (C. Winkl.) B. Nord.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/slh-0vl-pfl
title: Solanum stoloniferum Schltdl. & C. D. Bouché

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/twd-r08-np1
title: Panicum L.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/j6q-9kb-ve3
title: Senecio quinqueradiatus Boiss. ex DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/vk9-p3a-q44
title: Solanum stoloniferum Schltdl. & C. D. Bouché

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.q8q6w5
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crataegus laevigata (Poir.) DC.",
 "Country is Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 70 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106848-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/mmr-7yv-ysf
title: Solanum stoloniferum Schltdl. & C. D. Bouché

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/v37-fnk-mh3
title: Solanum stoloniferum Schltdl. & C. D. Bouché

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xjw-3sm-xsq
title: Solanum stoloniferum Schltdl. & C. D. Bouché

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/t2m-x7k-8jk
title: Solanum stoloniferum Schltdl. & C. D. Bouché

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ytx-z3d-xpe
title: Chondrilla chondrilloides (Ard.) H. Karst.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/54j-w82-ak6
title: Senecio repandus Thunb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/ahx-4jk-jk8
title: Senecio glossanthus (Sond.) Belcher

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/xa9-079-s69
title: Senecio grandiflorus P. J. Bergius

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/q47-mbx-ez3
title: Senecio glabratus Hook. & Arn.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/7rm-nhe-eta
title: Senecio incrassatus Lowe

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/qpz-stn-azr
title: Senecio lagascanus DC.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/f4f-bjt-pkg
title: Senecio incisus (Thunb.) Thunb.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/lt7-bby-9lh
title: Solanum longiconicum Bitter

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.15468/dl.kgpemz
title: Occurrence Download

description: A dataset containing 552606 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echium L."
 ]
}

 The dataset includes 552606 records from 2872 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0106803-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.baxm6w
title: Occurrence Download

description: A dataset containing 13356 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Florida Manatee Mortality 1974-2020"
 ]
}

 The dataset includes 13356 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014325-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14736606
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.15665599
title: Nocturnal and diurnal visitors complement pollination services to dragon fruit (Selenicereus undatus) in the Yucatan Peninsula of Mexico

description: This Data_DrafonFruit dataset contains information on the abundance and diversity of floral visitors, as well as the results of pollination experiments conducted in Selenicereus undatus (dragon fruit) crops.

The floral visitor data include observational records of insect species visiting dragon fruit flowers, along with their visitation frequency and time of day. The pollination experiments evaluate the effectiveness of different pollination treatments (e.g., hand pollination, open pollination, and exclusion) on fruit set and quality.

This Supplementary Data file contains the results of the generalized linear models (GLMs) and generalized linear mixed models (GLMMs) used to analyze the abundance patterns of floral visitors observed in Selenicereus undatus crops. The models evaluate temporal and diel variation in the activity of key pollinator groups (e.g., Apis mellifera and Carpophilus beetles), as well as the influence of sampling day as a random effect. Each model summary includes the fixed and random effects, dispersion parameters, information criteria (AIC and BIC), and pairwise comparisons among time periods based on estimated marginal means (EMMs).
DOI: 10.5281/zenodo.15665600
title: Nocturnal and diurnal floral visitors complement pollination services to pitahaya (Selenicereus undatus) in the Yucatan Peninsula of Mexico

description: This dataset contains information on the abundance and diversity of floral visitors, as well as the results of pollination experiments conducted in Selenicereus undatus (dragon fruit) crops.

The floral visitor data include observational records of insect species visiting dragon fruit flowers, along with their visitation frequency and time of day. The pollination experiments evaluate the effectiveness of different pollination treatments (e.g., hand pollination, open pollination, and exclusion) on fruit set and quality.
DOI: 10.15468/dl.s5mzz8
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helleborus thibetanus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 217 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013060-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16572694
title: An Examination of the Roles of Business Analytics & Intelligence, Big Data, Predictive Analytics, Data Quality, and Data Analysis in Enhancing Decision-Making Effectiveness within the Retail Industry

description: This dataset has been created for the purpose of studying the impact of various components of data technology on the effectiveness of decision-making processes within the retail industry. The analysis consists of a structural model containing five independent components: Business Analytics and Intelligence, Big Data, Predictive Analytics, Data Quality, and Data Analysis, each of which is assessed against the dependent variable: Decision Making Effectiveness in the Retail Industry.

Data collection is performed using a structured questionnaire which was administered to 455 students or people who have good knowledge about the research model that is used in this study. from Greater Jakarta during the period of May 2 to July 15, 2025. This study applies the technique of Structural Equation Modelling (SEM) to study the relationships between variables, making it possible to evaluate the contribution of each data technology factor on decision making effectiveness.

The dataset is comprised of both the observed measurements as well as the latent constructs derived from the validated indicators, thus providing a sound statistical basis for testing the hypotheses and validating the model. Furthermore, the implementation of SEM provides in-depth analysis concerning the direct and indirect relationships of data technologies concerning the decisions in the retail sector.

Important steps in the methodology are Model Specification, Path Analysis, Evaluation of Goodness of Fit, and Hypothesis Testing. The work provides an example of how advanced analytics are being applied in the retail sector, showcasing the pervasive role of data and analytics in facilitating evidence-based decision-making in an increasingly competitive landscape.
DOI: 10.5281/zenodo.18489957
title: An Examination of the Roles of Business Analytics & Intelligence, Big Data, Predictive Analytics, Data Quality, and Data Analysis in Enhancing Decision-Making Effectiveness within the Retail Industry

description: This dataset has been created for the purpose of studying the impact of various components of data technology on the effectiveness of decision-making processes within the retail industry. The analysis consists of a structural model containing five independent components: Business Analytics and Intelligence, Big Data, Predictive Analytics, Data Quality, and Data Analysis, each of which is assessed against the dependent variable: Decision Making Effectiveness in the Retail Industry.

Data collection is performed using a structured questionnaire which was administered to 455 students or people who have good knowledge about the research model that is used in this study. from Greater Jakarta during the period of May 2 to July 15, 2025. This study applies the technique of Structural Equation Modelling (SEM) to study the relationships between variables, making it possible to evaluate the contribution of each data technology factor on decision making effectiveness.

The dataset is comprised of both the observed measurements as well as the latent constructs derived from the validated indicators, thus providing a sound statistical basis for testing the hypotheses and validating the model. Furthermore, the implementation of SEM provides in-depth analysis concerning the direct and indirect relationships of data technologies concerning the decisions in the retail sector.

Important steps in the methodology are Model Specification, Path Analysis, Evaluation of Goodness of Fit, and Hypothesis Testing. The work provides an example of how advanced analytics are being applied in the retail sector, showcasing the pervasive role of data and analytics in facilitating evidence-based decision-making in an increasingly competitive landscape.
DOI: 10.15468/dl.cdwe7g
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hepatica maxima",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 36 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013064-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2n47ye
title: Occurrence Download

description: A dataset containing 242959 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "HasCoordinate is true",
 "Year is greater than or equal to 1975",
 "Year is less than or equal to 1979",
 "Geometry POLYGON((-25.0 39.0, 45.0 39.0, 45.0 44.0, -25.0 44.0, -25.0 39.0))"
 ]
}

 The dataset includes 242959 records from 247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013035-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18487761
title: Calcium Activation Mechanism of a Noncanonical Aromatic L-Amino Acid Decarboxylase from Psilocybin Mushroom

description: Raw LC-MS Mass Spectrometry data in folder 20220716_activity_assay_raw_data.zip used to generate enzyme reaction rates in Fig. 5d. Metadata corresponding to these files is described in excel file 20220715_activity_assay. Raw LC-MS Mass Spectrometry data in folder 20220721_PcncAAAD_kinetics_raw_data.zip used to generate Michalis Menten curves shown in Fig. S13 and calculate kinetic parameters shown in Table 1. Metadata corresponding to these files is described in excel file 20220721_PcncAAAD_kinetics_summary.
DOI: 10.5281/zenodo.18487762
title: Calcium Activation Mechanism of a Noncanonical Aromatic L-Amino Acid Decarboxylase from Psilocybin Mushroom

description: Raw LC-MS Mass Spectrometry data in folder 20220716_activity_assay_raw_data.zip used to generate enzyme reaction rates in Fig. 5d. Metadata corresponding to these files is described in excel file 20220715_activity_assay. Raw LC-MS Mass Spectrometry data in folder 20220721_PcncAAAD_kinetics_raw_data.zip used to generate Michalis Menten curves shown in Fig. S13 and calculate kinetic parameters shown in Table 1. Metadata corresponding to these files is described in excel file 20220721_PcncAAAD_kinetics_summary.
DOI: 10.15468/dl.9dkcbn
title: Occurrence Download

description: A dataset containing 12153 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus virginiana"
 ]
}

 The dataset includes 12153 records from 232 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013066-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.axhkcx
title: Occurrence Download

description: A dataset containing 7017 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hepatica nobilis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 7017 records from 202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013068-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jdwue
title: Occurrence Download

description: A dataset listing the 14528 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset's 14528 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013059-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31259458
title: <b>免疫细胞特征与射血分数保留型心衰心室表型的因果关系研究 (</b><b>补充表</b><b> 1-6)</b>

description: <b>目的</b><b>：评估免疫细胞特征在射血分数保留型心力衰竭（</b><b>HFpEF</b><b>）相关心室表型中的因果作用。</b><b>方法</b><b>：基于</b><b>731</b><b>项免疫表型，采用双样本孟德尔随机化分析其对左心室舒张末期容积指数（</b><b>LVEDVI</b><b>）和左心室质量</b><b>/</b><b>容积比（</b><b>LVM/EDV</b><b>）的因果效应。</b><b>LVEDVI</b><b>按中位数分组，使用对数几率模型估计比值比，并进行多种敏感性分析。</b><b>结果</b><b>：多项免疫表型与</b><b>LVEDVI</b><b>存在因果关联。</b><b>CX3CR1</b><b>在单核细胞中的高表达、</b><b>CD27</b><b>在记忆性</b><b>B</b><b>细胞中的表达及</b><b>CD28</b><b>在双阴性</b><b>T</b><b>细胞中的表达与较高</b><b>LVEDVI</b><b>相关；</b><b>CD127</b><b>在</b><b>CD8</b><b>高表达型调节性</b><b>T</b><b>细胞中的高表达及非经典单核细胞数量增加与较低</b><b>LVEDVI</b><b>相关。反向</b><b>MR</b><b>未见显著效应。除</b><b>CD24⁺CD27⁺ B</b><b>细胞中</b><b>CD27</b><b>存在水平多效性外，其余结果无明显偏倚。多变量</b><b>MR</b><b>确认</b><b>CD127</b><b>与</b><b>CX3CR1</b><b>为</b><b>LVEDVI</b><b>的独立因果特征。未发现免疫表型与</b><b>LVM/EDV</b><b>的显著因果关系。</b><b>结论</b><b>：免疫细胞特征在</b><b>HFpEF</b><b>相关心室充盈表型中具有因果作用，提示其作为潜在标志物和干预靶点的可能性。</b>
DOI: 10.6084/m9.figshare.31259458.v2
title: <b>免疫细胞特征与射血分数保留型心衰心室表型的因果关系研究 (</b><b>补充表</b><b> 1-6)</b>

description: <b>目的</b><b>：评估免疫细胞特征在射血分数保留型心力衰竭（</b><b>HFpEF</b><b>）相关心室表型中的因果作用。</b><b>方法</b><b>：基于</b><b>731</b><b>项免疫表型，采用双样本孟德尔随机化分析其对左心室舒张末期容积指数（</b><b>LVEDVI</b><b>）和左心室质量</b><b>/</b><b>容积比（</b><b>LVM/EDV</b><b>）的因果效应。</b><b>LVEDVI</b><b>按中位数分组，使用对数几率模型估计比值比，并进行多种敏感性分析。</b><b>结果</b><b>：多项免疫表型与</b><b>LVEDVI</b><b>存在因果关联。</b><b>CX3CR1</b><b>在单核细胞中的高表达、</b><b>CD27</b><b>在记忆性</b><b>B</b><b>细胞中的表达及</b><b>CD28</b><b>在双阴性</b><b>T</b><b>细胞中的表达与较高</b><b>LVEDVI</b><b>相关；</b><b>CD127</b><b>在</b><b>CD8</b><b>高表达型调节性</b><b>T</b><b>细胞中的高表达及非经典单核细胞数量增加与较低</b><b>LVEDVI</b><b>相关。反向</b><b>MR</b><b>未见显著效应。除</b><b>CD24⁺CD27⁺ B</b><b>细胞中</b><b>CD27</b><b>存在水平多效性外，其余结果无明显偏倚。多变量</b><b>MR</b><b>确认</b><b>CD127</b><b>与</b><b>CX3CR1</b><b>为</b><b>LVEDVI</b><b>的独立因果特征。未发现免疫表型与</b><b>LVM/EDV</b><b>的显著因果关系。</b><b>结论</b><b>：免疫细胞特征在</b><b>HFpEF</b><b>相关心室充盈表型中具有因果作用，提示其作为潜在标志物和干预靶点的可能性。</b>