Data Management

The National Institutes of Health (NIH) has issued its Final NIH Policy for Data Management and Sharing Plans (DMSP) to promote the management and sharing of scientific data generated from NIH-funded or conducted research. This policy will require the submission of Data Management and Sharing Plans at the time of grant application, effective January 25, 2023.   For more information and general resources for developing a Data Management Plan in accordance with NIH guidelines, visit the HMS Data Management Plans Page

To assist with your data management plan, we have compiled information and recommendations on the common data types for CMI technologies.  

About CMI Data Files

Users are responsible for storage of all raw and processed data collected at the CMI.

  • Users should have a plan to copy or transfer all raw and process data to their own local or cloud storage system.
  • While the CMI allows temporary local storage of CMI User data on the instrument computer, we make no guarantees on the security or long-term availability of any data at the CMI.
  • For most (but not all) CMI technologies, the raw data files and recommended readable exports are relatively small and can be readily transferred electronically. 
  • See specific instruments for exceptions and for details about the software, data file types and recommended data exports. 

Data Sharing:

  • Currently, a Generalist Repository is the recommended data repository for most CMI data types, as stable specialist data repositories have not been established.

Data Files - CD - Jasco J-815, Jasco J-1500

Technology Circular Dichroism (CD)
Instruments Jasco J-815, J-1500
Recommended Repository Generalist Repository
Protein Circular Dichroism Data Bank
       
Software Type Data Collection & Analysis
Current Version Spectra Manager, Version 2.15.20.1  
Data Files (Type, ~size) experiment file (spectrum)
experiment file (interval)
.jws
.jwb
25 KB/expt
Readable Exports exported CD spectrum .txt
.cvs
5 KB/expt
25 KB/expt

Data Files - DSF - QuantStudio 6/7

Technology Differential Scanning Fluorimetry (DSF)
Instrument Life Technologies Quant Studio 6/7
Recommended Repository Generalist Repository    
       
Software Type Data Collection
Current Version QS Real-Time PCR Software, version 1.7.1
Data Files (Type, ~size) experiment file .eds 2-10 MB/plate
       
Software Type Data Analysis
Current Version Applied Biosystems Protein Thermal Shift, version 1.2
Data Files (Type, ~size) experiment file .eds 2-10 MB/plate
Readable Exports raw data .csv 2 MB/plate
  analyzed data .csv 12 KB/project
  analyzed data .txt 29 KB/project

Data Files - DSF - Prometheus

Technology Nano Differential Scanning Fluorimetry (nanoDSF)
Instrument NanoTemper Prometheus NT.Plex
Recommended Repository Generalist Repository
       
Software Type Data Collection (Thermal Denaturation)
Current Version PR.ThermControl, Version 2.3.1
Data Files (Type, ~size) experiment file .prc 10-30 MB/project
  raw data .xslx 2 MB/project
       
Software Type Data Analysis
Current Version PR.Stability Analysis, Version 1.1
Data Files (Type, ~size) analysis file .pra 2-6 MB/project
Readable Exports processed data .xslx ~500 KB/sample
  results table .xslx ~30 KB/project
       
Software Type Data Collection (Chemical Denaturation)
Current Version PR.ChemControl, Version 1.4.3
Data Files (Type, ~size) experiment file .prcc 10 MB/project
Readable Exports raw data .xslx 6 KB/sample
       
Software Type Data Collection (Time Control)
Current Version PR.TimeControl, Version 1.0.2
Data Files (Type, ~size) experiment file .prtime 2 MB/project
Readable Exports raw data .xslx 60 KB/project

Data Files - SEC-MALS - Dawn Heleos II

Technology Size Exclusion Chromatography with Multi-Angle Light Scattering (SEC-MALS)
Instrument Agilent 1260 Infinity LC System with variable UV detector
Wyatt Dawn Heleos II MALS detector
Wyatt Optilab T-rEX Refractive Index Detector 
Recommended Repository Generalist Repository
       
Software Type Data Collection & Analysis
Current Version Astra, Version 7.
Data Files (Type, ~size) experiment file .afe7 3-5 MB/measurement
Readable Exports basic collection .csv 4 MB/measurement
  report .pdf 300-350 KB/measurement
  easi graph .csv 5 MB/experiment
  easi table .csv 3-5 KB/experiment

Data Files - DLS - DynaPro Plate Reader III

Technology Dynamic Light Scattering (DLS)
Instrument Wyatt Dynapro Plate Reader III
Recommended Repository Generalist Repository
       
Software Type Data Collection & Analysis
Current Version Dynamics, Version 7.10.1.21
Data Files (Type, ~size) experiment file .dexp ~500KB/measurement
Readable Exports Autocorrelation functions (all) .csv 20-100 KB/experiment
  Autocorrelation functions (indiv) .csv 10 KB/measurement
  Autocorrelation errors (indiv) .csv 10 KB/measurement
  individual acquisitions .csv 30-50 KB/measurement
  Well image .jpeg 350 KB/measurement
  Regularization fit (all) .csv 10 KB/measurement
  Regularization fit (indiv) .csv 10 KB/measurement
  peaks tables .csv 10 KB/experiment
  results tables .csv 5 KB/experiment

Data Files - Mass Photometry - Refeyn TwoMP

Due to the large filesize of Mass Photometry data, the CMI instrument computer will be regularly purged of older data.  Users should take extra care after each experiment to store their raw and processed data files in their own storage system.

Technology

Mass Photometry
Instrument Refeyn TwoMP
Recommended Repository Generalist Repository
       
Software Type Data Collection
Current Version AccquireMP,  version 2024 R1.1
Data Files (Type, ~size) processed data file (regular) .mpr ~30 MB/measurement
  processed data file (large) .mpr ~125 MB/measurement
       
Software Type Data Analysis
Current Version DiscoverMP, version 2024 R1
Data Files (Type, ~size) processed results (regular) .mpr ~30 MB/measurement
  processed results (large) .mpr ~125 MB/measurement
  mass calibration .mc ~1 KB/measurement
  workspace file .dmp ~500 bytes/experiment
Readable Exports histogram .png ~200 KB/measurement
  events file .csv ~0.5-2 MB/measurement

CMI Version History:
V2023-R2 September 2023
V2023-R1 March 2023
V2022-R1 Initial Version

Data Files - SPR - Biacore T200

Technology Surface Plasmanon Resonance (SPR)
Instrument Biacore T200
Recommended Repository Generalist Repository
       
Software Type Data Collection
Current Version Biacore T200 Control Software, Version 2.0.1
Data Files (Type, ~size) immobilization experiment file .blr 300 KB/experiment
  experiment file .blr 5-20 MB/experiment
  method file .method 40 KB/experiment
       
Software Type Data Analysis
Current Version Biacore T200 Evaluation Software
Data Files (Type, ~size) result file .bme 5-30 MB/experiment
Readable Exports affinity data export .txt 3 KB/experiment
  kinetics data export .txt 1-2 MB/experiment
  results image .png 10-20 KB/experiment

Data Files - BLI - Octet RH16 (RED384)

Technology Biolayer Interferometry
Instrument Octet RH16 (Octet Red 384)
Recommended Repository Generalist Repository
       
Software Type Data Collection
Current Version Octet BLI Discovery, Version 13.0
Data Files (Type, ~size) experiment folder (contents below) 5 MB/experiment
  data file .frd 80 KB/measurement
  method file .fmf 35-45 KB/experiment
  plate definitions .jpg 30-90 KB/plate
  assay image .jpg 30-90 KB/experiment
  preprocessed data .xslx 200 KB/experiment
       
Software Type Data Analysis
Current Version Octet Analysis Studio, Version 13.0
Data Files (Type, ~size) HT Settings    
Readable Exports results table .xslx 5-10 KB
  Export Report .xslx  

Data Files - BLI - BLItz

Technology Biolayer Interferometry
Instrument Blitz
Recommended Repository Generalist Repository
       
Software Type Data Collection & Analysis
Current Version Blitz Pro 1, Version 1.2.1.5
Data Files (Type, ~size) experiment file .dataset  
Readable Exports data file .csv 20-150 KB/measurement
  image file .jpeg 40-100 KB/image

Data Files - MST - Monolith NT.115pico

Technology Microscale Thermophoresis (MST)
Instrument Nanotemper Monolith NT.115pico
Recommended Repository Generalist Repository
       
Software Type Data Collection
Current Version MO.Control, Version 1.6.1
Data Files (Type, ~size) experiment file .moc 1-5 MB/experiment
  raw data .xslx 10-25 MB/file
       
Software Type Data Analysis
Current Version MO.Affinity Analysis, Version 2.3
Data Files (Type, ~size) analysis file .nta 1 MB/experiment
Readable Exports processed data .xslx 10-25 KB/file
  pdf report .pdf 1 MB/report

Data Files - ITC - ITC200

Technology Isothermal Titration Calorimetry (ITC)
Instrument Microcal ITC200
Recommended Repository Generalist Repository
       
Software Type Data Collection
Current Version MicroCal iTC200, Version 1.30.0
Data Files (Type, ~size) experiment file (readable text file) .itc 250 KB/measurement
       
Software Type Data Analysis
Current Version Origin 7 (MicroCal Analysis Module), Version 7.0552
Data Files (Type, ~size) analysis file .opj 350 KB/file
Readable Exports graph image .jpg 200 KB