Skip to main content
Powered by ShareScore

Find research datasets worth reusing

Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.

15,733

datasets available to search

ShareScore release 0.9.0

Reset

Dataset results

15,733 results for “article”

Learn how ShareScore rates datasets ↗
zenodo12/100

Dataset related to the article "AI-SCoRE (artificial intelligence-SARS CoV2 risk evaluation): a fast, objective and fully automated platform to predict the outcome in COVID-19 patients"

<p>This record contains partial raw data related to the article &ldquo;AI-SCoRE (artificial intelligence-SARS CoV2 risk evaluation): a fast, objective and fully automated platform to predict the outcome in COVID-19 patients&rdquo;</p> <p><strong>Purpose:&nbsp;</strong>To develop and validate an effective and user-friendly AI platform based on a few unbiased clinical variables integrated with advanced CT automatic analysis for COVID-19 patients&#39; risk stratification.</p> <p><strong>Material and methods:&nbsp;</strong>In total, 1575 consecutive COVID-19 adults admitted to 16 hospitals during wave 1 (February 16-April 29, 2020), submitted to chest CT within 72 h from admission, were retrospectively enrolled. In total, 107 variables were initially collected; 64 extracted from CT. The outcome was survival. A rigorous AI model selection framework was adopted for models selection and automatic CT data extraction. Model performances were compared in terms of AUC. A web-mobile interface was developed using Microsoft PowerApps environment. The platform was externally validated on 213 COVID-19 adults prospectively enrolled during wave 2 (October 14-December 31, 2020).</p> <p><strong>Results:&nbsp;</strong>The final cohort included 1125 patients (292 non-survivors, 26%) and 24 variables. Logistic showed the best performance on the complete set of variables (AUC = 0.839 &plusmn; 0.009) as in models including a limited set of 13 and 5 variables (AUC = 0.840 &plusmn; 0.0093 and AUC = 0.834 &plusmn; 0.007). For non-inferior performance, the 5 variables model (age, sex, saturation, well-aerated lung parenchyma and cardiothoracic vascular calcium) was selected as the final model and the extraction of CT-derived parameters was fully automatized. The fully automatic model showed AUC = 0.842 (95% CI: 0.816-0.867) on wave 1 and was used to build a 0-100 scale risk score (AI-SCoRE). The predictive performance was confirmed on wave 2 (AUC 0.808; 95% CI: 0.7402-0.8766).</p> <p><strong>Conclusions:&nbsp;</strong>AI-SCoRE is an effective and reliable platform for automatic risk stratification of COVID-19 patients based on a few unbiased clinical data and CT automatic analysis.</p>

restrictedJan 2023View details →
zenodo12/100

Dataset related to the article " Nicotinic Acid Adenine Dinucleotide Phosphate Induces Intracellular Ca2+ Signalling and Stimulates Proliferation in Human Cardiac Mesenchymal Stromal Cells"

<p>This record contains raw data related to the article &ldquo;Nicotinic Acid Adenine Dinucleotide Phosphate Induces Intracellular Ca<sup>2+</sup>&nbsp;Signalling and Stimulates Proliferation in Human Cardiac Mesenchymal Stromal Cells&quot;</p> <p>Abstract</p> <p>Nicotinic acid adenine dinucleotide phosphate (NAADP) is a newly discovered second messenger that gates two pore channels 1 (TPC1) and 2 (TPC2) to elicit endo-lysosomal (EL) Ca<sup>2+</sup>&nbsp;release. NAADP-induced lysosomal Ca<sup>2+</sup>&nbsp;release may be amplified by the endoplasmic reticulum (ER) through the Ca<sup>2+</sup>-induced Ca<sup>2+</sup>&nbsp;release (CICR) mechanism. NAADP-induced intracellular Ca<sup>2+</sup>&nbsp;signals were shown to modulate a growing number of functions in the cardiovascular system, but their occurrence and role in cardiac mesenchymal stromal cells (C-MSCs) is still unknown. Herein, we found that exogenous delivery of NAADP-AM induced a robust Ca<sup>2+</sup>&nbsp;signal that was abolished by disrupting the lysosomal Ca<sup>2+</sup>&nbsp;store with Gly-Phe &beta;-naphthylamide, nigericin, and bafilomycin A1, and blocking TPC1 and TPC2, that are both expressed at protein level in C-MSCs. Furthermore, NAADP-induced EL Ca<sup>2+</sup>&nbsp;release resulted in the Ca<sup>2+</sup>-dependent recruitment of ER-embedded InsP<sub>3</sub>Rs and SOCE activation. Transmission electron microscopy revealed clearly visible membrane contact sites between lysosome and ER membranes, which are predicted to provide the sub-cellular framework for lysosomal Ca<sup>2+</sup>&nbsp;to recruit ER-embedded InsP<sub>3</sub>Rs through CICR. NAADP-induced EL Ca<sup>2+</sup>&nbsp;mobilization via EL TPC was found to trigger the intracellular Ca<sup>2+</sup>&nbsp;signals whereby Fetal Bovine Serum (FBS) induces C-MSC proliferation. Furthermore, NAADP-evoked Ca<sup>2+</sup>&nbsp;release was required to mediate FBS-induced extracellular signal-regulated kinase (ERK), but not Akt, phosphorylation in C-MSCs. These finding support the notion that NAADP-induced TPC activation could be targeted to boost proliferation in C-MSCs and pave the way for future studies assessing whether aberrant NAADP signaling in C-MSCs could be involved in cardiac disorders.</p>

restrictedJan 2023View details →
zenodo12/100

Dataset related to the article "Ca2+ dysregulation in cardiac stromal cells sustains fibro-adipose remodeling in Arrhythmogenic Cardiomyopathy and can be modulated by flecainide"

<p>This record contains raw data related to the article &quot;Ca2+&nbsp;dysregulation in cardiac stromal cells sustains fibro-adipose remodeling in Arrhythmogenic Cardiomyopathy and can be modulated by flecainide&quot;&nbsp;</p> <p>Abstract</p> <p><strong>Background:&nbsp;</strong>Cardiac mesenchymal stromal cells (C-MSC) were recently shown to differentiate into adipocytes and myofibroblasts to promote the aberrant remodeling of cardiac tissue that characterizes arrhythmogenic cardiomyopathy (ACM). A calcium (Ca<sup>2+</sup>) signaling dysfunction, mainly demonstrated in mouse models, is recognized as a mechanism impacting arrhythmic risk in ACM cardiomyocytes. Whether similar mechanisms influence ACM C-MSC fate is still unknown. Thus, we aim to ascertain whether intracellular Ca<sup>2+</sup>&nbsp;oscillations and the Ca<sup>2+</sup>&nbsp;toolkit are altered in human C-MSC obtained from ACM patients, and to assess their link with C-MSC-specific ACM phenotypes.</p> <p><strong>Methods and results:&nbsp;</strong>ACM C-MSC show enhanced spontaneous Ca<sup>2+</sup>&nbsp;oscillations and concomitant increased Ca<sup>2+</sup>/Calmodulin dependent kinase II (CaMKII) activation compared to control cells. This is manly linked to a constitutive activation of Store-Operated Ca<sup>2+</sup>&nbsp;Entry (SOCE), which leads to enhanced Ca<sup>2+</sup>&nbsp;release from the endoplasmic reticulum through inositol-1,4,5-trisphosphate receptors. By targeting the Ca<sup>2+</sup>&nbsp;handling machinery or CaMKII activity, we demonstrated a causative link between Ca<sup>2+</sup>&nbsp;oscillations and fibro-adipogenic differentiation of ACM C-MSC. Genetic silencing of the desmosomal gene PKP2 mimics the remodelling of the Ca<sup>2+</sup>&nbsp;signalling machinery occurring in ACM C-MSC. The anti-arrhythmic drug flecainide inhibits intracellular Ca<sup>2+</sup>&nbsp;oscillations and fibro-adipogenic differentiation by selectively targeting SOCE.</p> <p><strong>Conclusions:&nbsp;</strong>Altogether, our results extend the knowledge of Ca<sup>2+</sup>&nbsp;dysregulation in ACM to the stromal compartment, as an etiologic mechanism of C-MSC-related ACM phenotypes. A new mode of action of flecainide on a novel mechanistic target is unveiled against the fibro-adipose accumulation in ACM.</p>

restrictedJan 2023View details →
zenodo12/100

Dataset related to the article "Enduring Reactive Oxygen Species Emission Causes Aberrant Protein S-Glutathionylation Transitioning Human Aortic Valve Cells from a Sclerotic to a Stenotic Phenotype"

<p>This record contains raw data related to the article&nbsp;&quot;Enduring Reactive Oxygen Species Emission Causes Aberrant Protein S-Glutathionylation Transitioning Human Aortic Valve Cells from a Sclerotic to a Stenotic Phenotype&quot;</p> <p><strong><em>Aims:</em></strong>&nbsp;During calcific aortic valve stenosis (CAVS) progression, oxidative stress and endothelial dysfunction mark the initial pathogenic steps with a parallel dysregulation of the antioxidant systems. Here, we tested whether oxidation-induced protein S-glutathionylation (P-SSG) accounts for a phenotypic switch in human aortic valvular tissue, eventually leading to calcium deposition. Next, we tested whether countering this reactive oxygen species (ROS) surge would prevent these perturbations.&nbsp;<strong><em>Results:</em></strong>&nbsp;We employed state-of-the-art technologies, such as electron paramagnetic resonance (EPR), liquid chromatography-tandem mass spectrometry, imaging flow-cytometry, and live-cell imaging on human excised aortic valves and primary valve endothelial cells (VECs). We observed that a net rise in EPR-detected ROS emission marked the transition from fibrotic to calcific in human CAVS specimens, coupled to a progressive increment in P-SSG deposition. In human VECs (hVECs), treatment with 2-acetylamino-3-[4-(2-acetylamino-2-carboxyethylsulfanylthiocarbonylamino)phenylthiocarbamoylsulfanyl]propionic acid triggered highly oxidizing conditions prompting P-SSG accumulation, damaging mitochondria, and inducing endothelial nitric oxide synthase uncoupling. All the events conjured up in morphing these cells from their native endothelial phenotype into a damaged calcification-inducing one. As proof of principle, the use of the antioxidant N-acetyl-L-cysteine prevented these alterations.&nbsp;<strong><em>Innovation:</em></strong>&nbsp;Borne as a compensatory system to face excessive oxidative burden, with time, P-SSG contributes to the morphing of hVECs from their innate phenotype into a damaged one, paving the way to calcium deposition.&nbsp;<strong><em>Conclusion:</em></strong>&nbsp;Our data suggest that, in the human aortic valve, unremitted ROS emission along with a P-SSG build-up occurs and accounts, at least in part, for the morphological/functional changes leading to CAVS.</p>

restrictedJan 2023View details →
zenodo12/100

This record contains raw data related to the article "Sex-Specific Cell Types and Molecular Pathways Indicate Fibro-Calcific Aortic Valve Stenosis"

<p>This record contains raw data related to the article&nbsp;&quot;Sex-Specific Cell Types and Molecular Pathways Indicate Fibro-Calcific Aortic Valve Stenosis&quot;</p> <p><strong>Background:</strong>&nbsp;Aortic stenosis (AS) is the most common valve disorder characterized by fibro-calcific remodeling of leaflets. Recent evidence indicated that there is a sex-related difference in AS development and progression. Fibrotic remodeling is peculiar in women&rsquo;s aortic valves, while men&rsquo;s leaflets are more calcified. Our study aimed to assess aortic valve fibrosis (AVF) in a severe AS cohort using non-invasive diagnostic tools and determine whether sex-specific pathological pathways and cell types are associated with severe AS.</p> <p><strong>Materials and Methods:</strong>&nbsp;We have included 28 men and 28 women matched for age with severe AS who underwent echocardiography and cardiac contrast-enhanced computed tomography (CT) before intervention. The calcium and fibrosis volumes were assessed and quantified using the ImageJ thresholding method, indexed calcium and fibrosis volume were calculated by dividing the volume by the aortic annular area. For a deeper understanding of molecular mechanisms characterizing AS disorder, differentially expressed genes and functional inferences between women and men&rsquo;s aortic valves were carried out on a publicly available microarray-based gene expression dataset (GSE102249). Cell types enrichment analysis in stenotic aortic valve tissues was used to reconstruct the sex-specific cellular composition of stenotic aortic valves.</p> <p><strong>Results:</strong>&nbsp;In agreement with the literature, our CT quantifications showed that women had significantly lower aortic valve calcium content compared to men, while fibrotic tissue composition was significantly higher in women than men. The expression profiles of human stenotic aortic valves confirm sex-dependent processes. Pro-fibrotic processes were prevalent in women, while pro-inflammatory ones, linked to the immune response system, were enhanced in men. Cell-type enrichment analysis showed that mesenchymal cells were over-represented in AS valves of women, whereas signatures for monocytes, macrophages, T and B cells were enriched men ones.</p> <p><strong>Conclusions:</strong>&nbsp;Our data provide the basis that the fibro-calcific process of the aortic valve is sex-specific, both at gene expression and cell type level. The quantification of aortic valve fibrosis by CT could make it possible to perform population-based studies and non-invasive assessment of novel therapies to reduce or halt sex-related calcific aortic valve stenosis (CAVS) progression, acting in an optimal window of opportunity early in the course of the disease.</p>

restrictedJan 2023View details →
zenodo12/100

Partial dataset related to the article "Prognostic Impact of Extra–Mitral Valve Cardiac Involvement in Patients With Primary Mitral Regurgitation"

<p>This record contains partial&nbsp;raw data related to the article &quot;Prognostic Impact of Extra&ndash;Mitral Valve Cardiac Involvement in Patients With Primary Mitral Regurgitation&quot;</p> <p>OBJECTIVES The aim of this study was to evaluate the prognostic impact of the presence of extra&ndash;mitral valve cardiac</p> <p>involvement (including known risk factors but also severe left atrial [LA] dilatation and right ventricular [RV] dysfunction)</p> <p>in a large multicenter study of patients with primary mitral regurgitation (MR).</p> <p>BACKGROUND In patients with severe primary MR, the indication for surgery is currently based on the presence of</p> <p>symptoms, left ventricular dilatation and dysfunction, atrial fibrillation, and pulmonary hypertension.</p> <p>METHODS Patients with severe primary MR undergoing surgery were included and categorized according to the extent</p> <p>(highest) of cardiac involvement: group 0, no cardiac involvement; group 1, left ventricular involvement; group 2, LA</p> <p>involvement; group 3, pulmonary vasculature or tricuspid valve involvement; or group 4, RV involvement. The outcome</p> <p>was all-cause mortality.</p> <p>RESULTS A total of 1,106 patients were included (mean age 63 12 years, 68% male). In total, 377 patients (34%)</p> <p>were classified in group 0, 239 (22%) in group 1, 213 (19%) in group 2, 180 (16%) in group 3, and 97 (9%) in group 4.</p> <p>Kaplan-Meier curve analysis revealed significantly worse survival (log-rank chi-square &frac14; 43.4; P &lt; 0.001) with higher</p> <p>group. On multivariable analysis, age, male sex, chronic obstructive pulmonary disease, kidney function, and group of</p> <p>cardiac involvement were independently associated with all-cause mortality. For each increase in group, a 17% higher risk</p> <p>for all-cause mortality was observed (95% CI: 1.051-1.313; P &frac14; 0.005) during a median follow-up time of 88 months.</p> <p>CONCLUSIONS In patients with severe primary MR, a novel classification system based on extra&ndash;mitral valve cardiac</p> <p>involvement may help refine risk stratification and timing of surgery, particularly including severe LA dilatation and RV</p> <p>dysfunction in the assessment.</p>

restrictedJan 2023View details →
zenodo12/100

Dataset related to the article "Spectrum of Rare and Common Genetic Variants in Arrhythmogenic Cardiomyopathy Patients"

<p>This record contains raw data related to the article&nbsp;&ldquo;Spectrum of Rare and Common Genetic Variants in Arrhythmogenic Cardiomyopathy Patients&rdquo;.</p> <p>Abstract</p> <p>Arrhythmogenic cardiomyopathy (ACM) is a rare inherited disorder, whose genetic cause is elusive in about 50-70% of cases. ACM presents a variable disease course which could be influenced by genetics. We performed next-generation sequencing on a panel of 174 genes associated with inherited cardiovascular diseases on 82 ACM probands (i) to describe and classify the pathogenicity of rare variants according to the American College of Medical Genetics and Genomics both for ACM-associated genes and for genes linked to other cardiovascular genetic conditions; (ii) to assess, for the first time, the impact of common variants on the ACM clinical disease severity by genotype-phenotype correlation and survival analysis. We identified 15 (likely) pathogenic variants and 66 variants of uncertain significance in ACM-genes and 4 high-impact variants in genes never associated with ACM (<em>ABCC9</em>,&nbsp;<em>APOB</em>,&nbsp;<em>DPP6</em>,&nbsp;<em>MIB1</em>), which deserve future consideration. In addition, we found 69 significant genotype-phenotype associations between common variants and clinical parameters. Arrhythmia-associated polymorphisms resulted in an increased risk of arrhythmic events during patients&#39; follow-up. The description of the genetic framework of our population and the observed genotype-phenotype correlation constitutes the starting point to address the current lack of knowledge in the genetics of ACM.</p>

restrictedJan 2023View details →
zenodo12/100

Dataset related to article "Endoscopic suturing for GI applications: initial results from a prospective multicenter European registry "

<p>This record contains raw data related to article &ldquo;Endoscopic suturing for GI applications: initial results from a prospective multicenter European registry&quot;</p> <p>Abstract</p> <p><strong>Background and aims: </strong> OverStitch devices (OverStitch and OverStitch Sx; Apollo Endosurgery, Inc, Austin, Tex, USA) are used for a wide range of applications. A European registry was created to prospectively collect technical and clinical data regarding both systems to provide procedural outcomes and to find correlation between procedural characteristics and outcomes. This study shows the initial results of the first 3 years of the registry.</p> <p><strong>Methods: </strong> Patients who underwent endoscopic suturing from January 2018 to January 2021 at 9 centers were enrolled. Data regarding the disease treated,suturing pattern and outcomes were registered. Technical feasibility (success reaching the target area), technical success (success placing sutures), and clinical success (complete resolution of the clinical issue) were recorded and analyzed.</p> <p><strong>Results: </strong> During the study period, 137 patients (57.7% men) were enrolled with 100% technical feasibility rate. Endoscopic suturing was successfully performed in 136 cases (16.7% with OverStitch Sx), obtaining a technical success rate of 99.3%. No adverse events were recorded. Overall clinical success was 89%. Mucosal defects were sutured in 32 patients (100% clinical success). Leaks/fistulas were treated in 23 patients (64.7% clinical success). The clinical success of stent fixations (n = 38) was 85%. Perforations (n = 22) were repaired with a clinical success of 94.7%. No significant correlation between location, suture pattern or number, and the success was found, except in case of fistulas where fistulas &lt;1 cm treated by a continuous suture were more likely to achieve clinical success in the follow-up (P &lt; .001).</p> <p><strong>Conclusions: </strong> OverStitch-based suturing is technically feasible regardless of site and method of suturing, with no cases of failure. The overall technical success rate of 99.3% and the clinical outcome success rate of 89% demonstrate that OverStitch technology provides reliable suturing with clinical advantages, especially with fistulas &lt;1 cm.</p>

restrictedFeb 2023View details →
zenodo12/100

Dataset related to article "Long Pentraxin 3 as a New Biomarker for Diagnosis of Hip and Knee Periprosthetic Joint Infections".

<p>This record contains raw data related to article &quot;Long Pentraxin 3 as a New Biomarker for Diagnosis of Hip and Knee Periprosthetic Joint Infections&quot;.</p> <p>Abstract: Background: Preoperative diagnosis of periprosthetic joint infections (PJIs) poses an unmet clinical challenge. The long pentraxin PTX3 is a component of the innate immune system involved in infection immunity. This study evaluated the potential of synovial and plasmatic PTX3 in the diagnosis of hip and knee PJIs. Methods: Consecutive total hip and knee arthroplasty (THA/TKA) revisions were prospectively included and classified as septic or aseptic according to the European Bone and Joint Infection Society (EBJIS) and Musculoskeletal Infection Society (MSIS) criteria. The concentration of PTX3 in plasma and synovial fluid samples was measured with ELISA. The AUC, threshold value, sensitivity, specificity, and positive and negative likelihood ratios were calculated using the ROC (receiver operating characteristic) curve method. Results: The study population included 128 patients (94 THAs; 34 TKAs). The AUC of the synovial PTX3 based on EBJIS criteria was 0.85 (p &lt; 0.0001), with a sensitivity of 81.13% and a specificity of 93.33%. The AUC based on MSIS criteria was 0.95 (p &lt; 0.001), with a sensitivity of 91.43% and a specificity of 89.25%. Plasmatic PTX3 failed to discriminate infected from non-infected patients. Conclusions: Synovial PTX3 demonstrated an excellent diagnostic potential in hip and knee PJIs, with a very high specificity irrespective of the diagnostic criteria for PJI.&nbsp;&nbsp;</p>

restrictedFeb 2023View details →
zenodo12/100

Dataset related to article "GPR120 prevents colorectal adenocarcinoma progression by sustaining the mucosal barrier integrity "

<p>This record contains raw data related to article &ldquo;GPR120 prevents colorectal adenocarcinoma progression by sustaining the mucosal barrier integrity&quot;</p> <p>GPR120 (encoded by FFAR4 gene) is a receptor for long chain fatty acids, activated by &omega;-3 Polyunsaturated Fatty Acids (PUFAs), and expressed in many cell types. Its role in the context of colorectal cancer (CRC) is still puzzling with many controversial evidences. Here, we explored the involvement of epithelial GPR120 in the CRC development. Both in vitro and in vivo experiments were conducted to mimic the conditional deletion of the receptor from gut epithelium. Intestinal permeability and integrity of mucus layer were assessed by using Evans blue dye and immunofluorescence for MUC-2 protein, respectively. Microbiota composition, presence of lipid mediators and short chain fatty acids were analyzed in the stools of conditional GPR120 and wild type (WT) mice. Incidence and grade of tumors were evaluated in all groups of mice before and after colitis-associated cancer. Finally, GPR120 expression was analyzed in 9 human normal tissues, 9 adenomas, and 17 primary adenocarcinomas. Our work for the first time highlights the role of the receptor in the progression of colorectal cancer. We observed that the loss of epithelial GPR120 in the gut results into increased intestinal permeability, microbiota translocation and dysbiosis, which turns into hyperproliferation of epithelial cells, likely through the activation of &beta; -catenin signaling. Therefore, the loss of GPR120 represents an early event of CRC, but avoid its progression as invasive cancer. these results demonstrate that the epithelial GPR120 receptor is essential to maintain the mucosal barrier integrity and to prevent CRC developing. Therefore, our data pave the way to GPR120 as an useful marker for the phenotypic characterization of CRC lesions and as new potential target for CRC prevention</p>

restrictedFeb 2023View details →
zenodo12/100

Dataset related to article "EASIX predicts non-relapse mortality after haploidentical transplantation with post-transplant cyclophosphamide

<p>This record contains raw data related to article &ldquo;EASIX predicts non-relapse mortality after haploidentical transplantation with post-transplant cyclophosphamide&quot;</p> <p>Endothelial Activation and Stress Index (EASIX) is a prognostic score reflecting endothelial damage. It can identify cohorts of patients at higher risk of non-relapse mortality (NRM) after allogeneic stem cell transplantation (SCT) from a matched-related or -unrelated donor. No data are available in the setting of haploidentical-SCT with post-transplant cyclophosphamide (PT-Cy). We retrospectively analyzed the role of EASIX score in a cohort of 266 patients receiving Haplo-SCT with PT-Cy at our center. By a decision-tree model, 1-year NRM was 16% vs. 29% and overall survival was 59% vs. 32%, respectively, for patients with a pre-transplant EASIX (EASIX-PRE) &lt;0.8 vs. &ge;0.8 (p &lt; 0.001). By multivariable analysis, EASIX-PRE was an independent predictor of NRM (hazard ratio [HR] 2.43, p &lt; 0.001) and overall survival (HR: 1.64, p = 0.011). EASIX-PRE did not predict patients at higher risk of developing acute graft-versus-host disease (GVHD) but was an independent predictor of 1-year NRM (3.2 cutoff, HR 6.61, p = 0.002; &lt;3.2 vs. &ge;3.2: 10% vs. 56%, p &lt; 0.001) in patients developing acute GVHD. EASIX score can also represent an important tool to predict mortality in the setting of Haplo-SCT with PT-Cy. It may help to make therapeutic decisions both before the transplant and at the onset of acute GVHD.</p>

restrictedFeb 2023View details →
zenodo12/100

Dataset related to the article "Diagnostic performance of deep learning algorithm for analysis of computed tomography myocardial perfusion"

<p>This record contains raw data related to the article &ldquo;Diagnostic performance of deep learning algorithm for analysis of computed tomography myocardial perfusion&quot;</p> <p><strong>Purpose:&nbsp;</strong>To evaluate the diagnostic accuracy of a deep learning (DL) algorithm predicting hemodynamically significant coronary artery disease (CAD) by using a rest dataset of myocardial computed tomography perfusion (CTP) as compared to invasive evaluation.</p> <p><strong>Methods:&nbsp;</strong>One hundred and twelve consecutive symptomatic patients scheduled for clinically indicated invasive coronary angiography (ICA) underwent CCTA plus static stress CTP and ICA with invasive fractional flow reserve (FFR) for stenoses ranging between 30 and 80%. Subsequently, a DL algorithm for the prediction of significant CAD by using the rest dataset (CTP-DL<sub>rest</sub>) and stress dataset (CTP-DL<sub>stress</sub>) was developed. The diagnostic accuracy for identification of significant CAD using CCTA, CCTA + CTP stress, CCTA + CTP-DL<sub>rest</sub>, and CCTA + CTP-DL<sub>stress</sub>&nbsp;was measured and compared. The time of analysis for CTP stress, CTP-DL<sub>rest</sub>, and CTP-DL<sub>Stress</sub>&nbsp;was recorded.</p> <p><strong>Results:&nbsp;</strong>Patient-specific sensitivity, specificity, NPV, PPV, accuracy, and area under the curve (AUC) of CCTA alone and CCTA + CTP<sub>Stress</sub>&nbsp;were 100%, 33%, 100%, 54%, 63%, 67% and 86%, 89%, 89%, 86%, 88%, 87%, respectively. Patient-specific sensitivity, specificity, NPV, PPV, accuracy, and AUC of CCTA + DL<sub>rest</sub>&nbsp;and CCTA + DL<sub>stress</sub>&nbsp;were 100%, 72%, 100%, 74%, 84%, 96% and 93%, 83%, 94%, 81%, 88%, 98%, respectively. All CCTA + CTP stress, CCTA + CTP-DL<sub>Rest</sub>, and CCTA + CTP-DL<sub>Stress</sub>&nbsp;significantly improved detection of hemodynamically significant CAD compared to CCTA alone (p &lt; 0.01). Time of CTP-DL was significantly lower as compared to human analysis (39.2 &plusmn; 3.2 vs. 379.6 &plusmn; 68.0 s, p &lt; 0.001).</p> <p><strong>Conclusion:&nbsp;</strong>Evaluation of myocardial ischemia using a DL approach on rest CTP datasets is feasible and accurate. This approach may be a useful gatekeeper prior to CTP stress<sub>.</sub>.</p>

restrictedFeb 2023View details →
zenodo12/100

Dataset related to article "Selected memory T cells infused post haploidentical hematopoietic stem cell transplantation persist and hyper-expand"

<p>This record contains raw data related to article &ldquo;Selected memory T cells infused post haploidentical hematopoietic stem cell transplantation persist and hyper-expand&quot;</p> <p>Abstract</p> <p>Haploidentical hematopoietic stem cell transplantation (haplo-HSCT) with post-transplant cyclophosphamide is a curative treatment for many hematological malignancies, yet a majority of patients still suffers from recurrent infections. Post-transplant infusion of memory T cells could potentially enhance immunological protection without increasing the risk of eliciting acute graft-versus-host disease, which is mainly induced by na&iuml;ve T cells. Here, we performed longitudinal analysis of the lymphocyte compartment in 19 haplo-HSCT patients previously enrolled in a phase II prospective clinical trial (ClinicalTrials.gov Identifier: <a href="http://clinicaltrials.gov/show/NCT04687982">NCT04687982</a>), in which they received post-transplant CD45RA-depleted donor lymphocyte infusions (DLI). T cell receptor sequencing analysis showed that, surprisingly, CD45RA-depleted DLI do not increase T cell clonal diversity, but lead to prominent expansion of a selected number of infused memory T cell clones, suggestive of recruitment of these cells in the immune response. Pathogen-specific memory T cells, including cytomegalovirus (CMV)-specific cells, engrafted and were able to persist for at least one month. Deep immunophenotyping revealed strong polyfunctional effector CMV-specific T cell responses in the majority of patients, with their expansion correlating with the frequency of CMV-specific cells in the donor. These findings provide a rationale behind the suggested improved protection against viral infections for patients receiving CD45RA-depleted DLI.</p> <p>&nbsp;</p>

restrictedFeb 2023View details →
zenodo12/100

Dataset related to article "Biochemical Efficacy of Sodium-Glucose Cotransporter 2 Inhibitors by Cardiovascular Risk Profile and Volume Status in a Real-World Diabetic Population "

<p>This record contains raw data related to article &ldquo;Biochemical Efficacy of Sodium-Glucose Cotransporter 2 Inhibitors by Cardiovascular Risk Profile and Volume Status in a Real-World Diabetic Population&quot;</p> <p>Abstract</p> <p>Despite large-scale randomized clinical trials (RCTs) highlighting a consistent prognostic benefit of sodium-glucose cotransporter 2 inhibitors (SGLT2is) both in diabetic patients at high cardiovascular risk and in those with heart failure, there is relative paucity of data on their biochemical effects in a real-world setting. We performed a retrospective analysis on consecutive diabetic patients who were prescribed a SGLT2i in a tertiary referral center and completed at least 1 year of treatment. Changes in glycated hemoglobin, weight, and hematocrit were compared across 2 cardiovascular risk categories, defined through the inclusion criteria of 3 large RCTs. Of the 459 patients screened, 312 completed 1 year of treatment (68.0%), 92 interrupted the treatment prematurely (20.0%), and 55 were lost to follow-up (12.0%). The most common cause of drug discontinuation was genital or urinary tract infections (9.4%). At 1 year, reduction in glycated hemoglobin concentration (-0.7 &plusmn; 1.5%, P &lt; 0.001) and body weight (2.4 &plusmn; 4.6 kg, P &lt; 0.001) was comparable between patients at high versus low cardiovascular risk, while hematocrit increase (2.3 &plusmn; 3.3%, P &lt; 0.001) was more marked in patients with high cardiovascular risk and low baseline hematocrit. In a real-world population of diabetic patients, SGLT2is were well-tolerated at 1 year and led to improved glycemic control and weight loss. Hematocrit increase was more consistent in patients with high cardiovascular risk and signs of fluid overload, indicating euvolemic restoration as a potential cardioprotective mechanism mediated by these compounds.</p>

restrictedFeb 2023View details →
zenodo12/100

Dataset related to article "Predictors of fulvestrant long-term benefit in hormone receptor-positive/HER2 negative advanced breast cancer"

<p>This record contains raw data related to article &ldquo;Predictors of fulvestrant long-term benefit in hormone receptor-positive/HER2 negative advanced breast cancer&quot;</p> <p>Abstract</p> <p>We retrospectively investigated in women treated with fulvestrant for HR+/HER2 negative advanced breast cancer clinical, pathological and molecular features associated with long-term benefit from treatment defined as being progression-free at 18 months. Specifically, we analyzed on formalin-fixed paraffin-embedded tumor samples ESR1 and PI3KCA mutations and miRNAs profiles. 59 patients were evaluable (median age of 67 years, range 32-92). 18-month PFS rate was 27%; the lack of visceral metastases significantly predicted the likelihood of being progression-free at 18 months, while PI3KCA mutations, found in 36% of patients, were not associated with 18-month PFS. As of miRNAs, miR-549a, miR-644a, miR-16-5p were negatively while let-7c-5p was positively associated with 18-month PFS. In addition, miR-520d-3p and miR-548g-3p values were significantly lower while miR-603, miR-181a-5p and miR-199a-miR-199b-3p values were significantly higher in patients achieving 18-month PFS. In silico analysis of targets modulated by these two latter groups of miRNAs show that in patients achieving 18-month PFS the Hippo and Wnt signaling pathways were predicted to be upregulated while endocrine resistance was potentially repressed by miR-603, miR-181a-5p and miR-199a-miR-199b-3p. Our results provide additional clues on the molecular mechanisms involved in fulvestrant activity and resistance. Underlying pathways should be further elucidated and confirmed in larger cohorts</p>

restrictedFeb 2023View details →
zenodo12/100

Dataset related to article "Lipid-loaded tumor-associated macrophages sustain tumor growth and invasiveness in prostate cancer"

<p>This record contains raw data related to article &ldquo;Lipid-loaded tumor-associated macrophages sustain tumor growth and invasiveness in prostate cancer&quot;</p> <p>Abstract</p> <p>Tumor-associated macrophages (TAMs) are correlated with the progression of prostatic adenocarcinoma (PCa). The mechanistic basis of this correlation and therapeutic strategies to target TAMs in PCa remain poorly defined. Here, single-cell RNA sequencing was used to profile the transcriptional landscape of TAMs in human PCa, leading to identification of a subset of macrophages characterized by dysregulation in transcriptional pathways associated with lipid metabolism. This subset of TAMs correlates positively with PCa progression and shorter disease-free survival and is characterized by an accumulation of lipids that is dependent on Marco. Mechanistically, cancer cell-derived IL-1&beta; enhances Marco expression on macrophages, and reciprocally, cancer cell migration is promoted by CCL6 released by lipid-loaded TAMs. Moreover, administration of a high-fat diet to tumor-bearing mice raises the abundance of lipid-loaded TAMs. Finally, targeting lipid accumulation by Marco blockade hinders tumor growth and invasiveness and improves the efficacy of chemotherapy in models of PCa, pointing to combinatorial strategies that may influence patient outcomes.</p>

restrictedFeb 2023View details →
zenodo12/100

Datset relate to article "3-METHYLGLUTACONIC ACIDURIA TYPE I: A RARE CAUSE OF LATE-ONSET LEUKOENCEPHALOPATHY"

<p><strong>gene panel data of AUH case</strong></p>

restrictedFeb 2023View details →
zenodo12/100

dataset relate to article "Adults with spinal muscular atrophy a large-scale natural history study shows gender effect on disease"

<p>Dataset contains clinical anonymized data of patients involved in study mentioned at title</p>

restrictedFeb 2023View details →
zenodo12/100

DATASET RELATED TO ARTICLE " Surface Cranial Ultrasound: The Natural Heir to X-Ray for the Screening of Skull Deformities in Infants"

<p>Dataset contains Clinical data related to subjects involved in the study at title&nbsp;</p>

restrictedFeb 2023View details →
zenodo12/100

raw data related to article "BEYOND CANVAS: BEHAVIORAL ONSET OF RFC1‑EXPANSION DISEASE IN AN ITALIAN FAMILY—CAUSAL OR CASUAL?"

<p><strong>GENETICS RAW DATA OF A CANVAS FAMILY: RP-PCR, FRAGMENT ANALYSIS</strong></p>

restrictedFeb 2023View details →

ScienceDex guides

Understand access before you commit

These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

Compare curated datasets

Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

ScienceDex for faculty

Your academic CV and NIH biosketch

Make your CV in your school's format and your NIH biosketch from it, then download both as Word files.