Search research articles

ABOUT JoVE

Overview Leadership Blog JoVE Help Center

AUTHORS

Publishing Process Editorial Board Scope & Policies Peer Review FAQ Submit

LIBRARIANS

Testimonials Subscriptions Access Resources Library Advisory Board FAQ

RESEARCH

JoVE Journal Methods Collections JoVE Encyclopedia of Experiments Archive

EDUCATION

JoVE Core JoVE Business JoVE Science Education JoVE Lab Manual Faculty Resource Center Faculty Site

Terms & Conditions of Use

Related Concept Videos

pV-Diagrams

pV-Diagrams

The pV diagram, which is a graph of pressure versus volume of the gas under study, is helpful in describing certain aspects of the substance. When the substance behaves like an ideal gas, the ideal gas equation describes the relationship between its pressure and volume. On a pV diagram, it is common to plot an isotherm, which is a curve showing p as a function of V with the number of molecules and the temperature fixed. Then, for an ideal gas, the product of the pressure of the gas and its...

Protein Networks

Protein Networks

Protein Networks

Protein Networks

An organism can have thousands of different proteins, and these proteins must cooperate to ensure the health of an organism. Proteins bind to other proteins and form complexes to carry out their functions. Many proteins interact with multiple other proteins creating a complex network of protein interactions.
These interactions can be represented through maps depicting protein-protein interaction networks, represented as nodes and edges. Nodes are circles that are representative of a protein,...

Evolutionary Relationships through Genome Comparisons

Evolutionary Relationships through Genome Comparisons

Genome comparison is one of the excellent ways to interpret the evolutionary relationships between organisms. The basic principle of genome comparison is that if two species share a common feature, it is likely encoded by the DNA sequence conserved between both species. The advent of genome sequencing technologies in the late 20th century enabled scientists to understand the concept of conservation of domains between species and helped them to deduce evolutionary relationships across diverse...

Pedigree Analysis

Pedigree Analysis

GIS Software, Hardware, and Sources of GIS Data

GIS Software, Hardware, and Sources of GIS Data

A Geographic Information System (GIS) combines specialized software and hardware to effectively manage, analyze, and present spatial and related data. GIS software includes critical functionalities such as a user interface for easy navigation, database management tools for handling spatial and attribute data, and data retrieval features for efficient access. Analytical tools transform raw data into insights, while display functions produce maps and reports in various formats for effective...

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by

Same author

Structural features of endogenous polyphenols in modulating oxidative stability of tiger nut (Cyperus esculentus L.) oil: Insights from Rancimat and density functional theory.

Food chemistry·2026

Same author

Delayed Arousal Response to Sleep Apnea Encodes Mortality.

medRxiv : the preprint server for health sciences·2026

Same author

SERPINE1 drives ferroptosis in acute respiratory distress syndrome by disrupting mitochondrial NAD<sup>+</sup> homeostasis and suppressing Sirt3 activity.

Redox biology·2026

Same author

Protocol for detecting genome-wide introgressed genes and evaluating their functional legacy.

STAR protocols·2026

Same author

A layered standards framework for integrating single-cell and spatial omics data into brain cell atlases.

bioRxiv : the preprint server for biology·2026

Same author

Morphoelectric Diversity and Specialization of Neuronal Cell Types in the Primate Striatum.

bioRxiv : the preprint server for biology·2026

Same journal

Sensitivity Analyses of a Scoring System for a Contraception Decision Aid.

AMIA ... Annual Symposium proceedings. AMIA Symposium·2026

Same journal

Improving electronic health record processing of large language models via retrieval-augmented generation: A case study on dietary supplements.

AMIA ... Annual Symposium proceedings. AMIA Symposium·2026

Same journal

Developing a User-Centered Mobile Application Prototype: Bridging Lower-Limb Fracture Care from Skilled Nursing Facility and Back to the Community.

AMIA ... Annual Symposium proceedings. AMIA Symposium·2026

Same journal

KERAP: A Knowledge-Enhanced Reasoning Approach for Accurate Zero-shot Diagnosis Prediction Using Multi-agent LLMs.

AMIA ... Annual Symposium proceedings. AMIA Symposium·2026

Same journal

Automating Adjudication of Cardiovascular Events Using Large Language Models.

AMIA ... Annual Symposium proceedings. AMIA Symposium·2026

Same journal

Predictive Factors and State-Level Barriers to Postpartum Birth Control Usage in the United States: Insights from PRAMS Phase 8.

AMIA ... Annual Symposium proceedings. AMIA Symposium·2026

See all related articles

Search research articles

Related Experiment Video

Updated: Feb 24, 2026

Inherent Dynamics Visualizer, an Interactive Application for Evaluating and Visualizing Outputs from a Gene Regulatory Network Inference Pipeline

Inherent Dynamics Visualizer, an Interactive Application for Evaluating and Visualizing Outputs from a Gene Regulatory Network Inference Pipeline

Published on: December 7, 2021

Relational Database-Based Resource-Provenance Visualization Engine: with an application to BICAN data.

Xiaojin Li¹, Yan Huang¹, Lydia Ng²

¹The University of Texas Health Science Center at Houston, Houston, Texas 77030, USA.

AMIA ... Annual Symposium Proceedings. AMIA Symposium

|February 23, 2026

Summary

This summary is machine-generated.

Provenance tracking in biomedical research ensures data integrity. The Resource-Provenance Visualization Engine (RPVE) enhances this with interactive visualization and precise data linking for better data exploration and verification.

More Related Videos

Databases to Efficiently Manage Medium Sized, Low Velocity, Multidimensional Data in Tissue Engineering

Databases to Efficiently Manage Medium Sized, Low Velocity, Multidimensional Data in Tissue Engineering

Published on: November 22, 2019

A Web Tool for Generating High Quality Machine-readable Biological Pathways

A Web Tool for Generating High Quality Machine-readable Biological Pathways

Published on: February 8, 2017

Related Experiment Videos

Last Updated: Feb 24, 2026

Inherent Dynamics Visualizer, an Interactive Application for Evaluating and Visualizing Outputs from a Gene Regulatory Network Inference Pipeline

Inherent Dynamics Visualizer, an Interactive Application for Evaluating and Visualizing Outputs from a Gene Regulatory Network Inference Pipeline

Published on: December 7, 2021

Databases to Efficiently Manage Medium Sized, Low Velocity, Multidimensional Data in Tissue Engineering

Databases to Efficiently Manage Medium Sized, Low Velocity, Multidimensional Data in Tissue Engineering

Published on: November 22, 2019

A Web Tool for Generating High Quality Machine-readable Biological Pathways

A Web Tool for Generating High Quality Machine-readable Biological Pathways

Published on: February 8, 2017

Area of Science:

Biomedical informatics
Data science
Scientific reproducibility

Background:

Data integrity, security, and accountability are crucial in healthcare and biomedical research.
Increasing data complexity necessitates robust tracking for reproducibility, transparency, and regulatory compliance (e.g., GDPR).
Existing provenance tracking methods (log-based, ontology-based, cryptographic, blockchain) face challenges in scalability, security, and usability.

Purpose of the Study:

To introduce an advanced system, the Resource-Provenance Visualization Engine (RPVE), for integrated data lineage tracking and interactive visualization.
To address limitations in current provenance tracking systems.
To enhance data integrity, retrieval efficiency, and verification processes in biomedical research.

Main Methods:

Development of the Resource-Provenance Visualization Engine (RPVE).
Implementation of Randomized N-gram Hashing Identifier (NHash ID) for precise data link establishment.
Integration of an interactive Sankey visualization engine for data exploration within the BRAIN Initiative Cell Atlas Network (BICAN).

Main Results:

RPVE successfully integrates data lineage tracking with interactive visualization.
NHash ID enables precise data linkage within the BICAN.
The Sankey visualization facilitates seamless data exploration and understanding of data lineage.

Conclusions:

RPVE enhances provenance tracking by improving data retrieval efficiency and verification reliability.
The system contributes to maintaining data integrity and transparency in complex biomedical datasets.
RPVE offers a scalable and usable solution for advanced provenance tracking in research environments.