Data Scientist Applications

Lumetics LINK™ is a powerful database for aggregation, analysis, and reporting of sample datasets. With an extensive library of data parsers, LINK extracts data directly from a wide range of instrument data files and custom data sources. Talk to us about your application today!

Typical LINK Process Flow
LINK Process Flow
  • LINK fully automates in minutes, what may take hours or days to do manually

  • Lumetics develops and maintains an extensive data parsing library that will be updated as necessary to accommodate your data files. LINK can also import and utilize your metadata.

  • LINK provides a compressive data processing, visualization, analysis, and reporting capabilities involving user- customized templates

  • LINK provides a long term storage solution that maintains full accessibility for dynamic data interrogation/analysis (and template development)

  • Other database systems can programmatically trigger LINK import and analysis functions, and retrieve processed data using the LINK API!

Many Applications ⁠— Single Solution 

LINK has an extensive library of data parsers that allows data extraction directly from a wide range of instrument data files and custom data sources. This data is copied directly to an on-premise database that provides a powerful interface for aggregation, analysis, and reporting. Thousands of sample datasets from hundreds of instruments are easily combined into comprehensive and fully customizable analysis reports. LINK supports many application areas including the following:

Particle Classification & Analysis

LINK may be utilized to assist directly in many Particle Analysis application areas listed below. Click here to view all Particle Analysis details, supported instruments, and visualization examples.

  • Stability Studies

  • Formulation optimization studies

  • Particle classification (e.g. protein vs. silicone oil)

  • Morphological parameter filter development

  • SFactor filter development and application

  • QA / QC

Particle Analysis & Characterization
Spectroscopy

LINK may be utilized to assist directly in many Spectroscopy application areas listed below. Click here to view all Spectroscopy information, supported instruments details, and visualization examples.

  • Protein conformational studies

  • Quantitative analysis of pharmaceuticals

  • Formulation studies

  • Protein folding and unfolding studies

  • DNA/RNA interactions

  • Enzyme kinetics

  • Purity testing of optically active substances

  • Natural products chemistry

Spectroscopy
Separation Systems

LINK may be utilized to assist directly in many Separation System application areas listed below. Click here to view all Separation System information, supported instruments details, and visualization examples.

  • Protein & antibody characterization

  • Post transitional modification characterization

  • Drug compound solubility

  • Protein charge heterogeneity

  • Sample preparation

  • Formulation development

  • Stability studies

Separation Systems
Thermal Cycling

LINK may be utilized to assist directly in many Thermal Cycling application areas listed below. Click here to view all Thermal Cycling information, supported instruments details, and visualization examples.

  • Characterizing protein unfolding

  • Thermal and chemical denaturation studies, Biological systems studies

  • Formulation, protein, viral vector profiling

  • Discovery & development of biotherapeutics & vaccines

  • qPCR, RT-qPCR

  • Molecular interactions

  • Genotyping and GMO detection

Thermal Cycling
Flow Cytometry

LINK may be utilized to assist directly in many Flow Cytometry application areas listed below. Click here to view all Flow Cytometry information, supported instruments details, and visualization examples.

  • Immunology & Virology

  • Molecular Biology

  • Cancer Biology

  • Infectious Disease Monitoring

Flow Cytometry
Dissolution

LINK may be utilized to assist directly in many Dissolution application areas listed below. Click here to view all Dissolution information, supported instruments details, and visualization examples.

  • Drug development

  • Particle breakdown

  • Stability Studies

Dissolution
Lyophilization

LINK may be utilized to assist directly in many Lyophilization application areas listed below. Click here to view all Lyophilization information, supported instruments details, and visualization examples.

  • Pharmaceutical diagnostics

  • Drug Development

  • Particle breakdown

  • Stability studies

Lyophilization: Temperature & Pressure Profiles
Viscometers

LINK may be utilized to assist directly in many Viscometer application areas listed below. Click here to view all Viscometer information, supported instruments details, and visualization examples.

  • Viscosity-injectability

  • Stability of protein therapeutics

  • Enzyme reaction kinetics

  • Molecular weight & size

  • Solubility studies

Viscosity
Excel Worksheets

LINK may be utilized to assist directly in many Excel Worksheet application areas listed below. Click here to view all Excel Worksheet information, supported instruments details, and visualization examples.

  • Any data for instruments currently not supported by LINK

  • Additional/specific measurements

  • Measurements with no raw data

  • Metadata import

Excel: CQA vs. Process variable

* If your instrument or application is not listed, please contact Lumetics. We are constantly adding new instruments and applications to our growing portfolio.

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