Working Group 1
Quality Assessment and Reproducibility for Instruments & Images in Light Microscopy
The Consortium for Quality Assessment and Reproducibility for Instruments and Images in Light Microscopy (QUAREP-LiMi), formed by the global community of practitioners, researchers, developers, service providers, funders, publishers, policy makers and industry related to the use of light microscopy, is committed to democratizing access to quantitative and reproducible light microscopy and the data generated by it.
Our mission is to provide a comprehensive set of community-agreed guidelines, protocols, automation procedures and other resources aimed at improving quality control, quality assurance, and instrument/method calibration. The stakeholders advocate for the use of the highest level of reproducibility for data generated by light microscopy methods in scientific research and biotechnology applications. In support of achieving its mission, QUAREP-LiMi:
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sanctions Working Groups to form teams that focus on specific technical or outreach topics;
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maintains, disseminates, and teaches best practices, protocols, and software tools; and
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collaborates with providers of reference materials or instrumentation or other tools that enable the easy implementation of best practices at the community level.
We came together in our first online Web meeting on the 28th of April, 2020, with about 50 attendees. By now (24st of April 2024), the network has grown to 620 people from 41 countries worldwide. We have members from academia (research labs, core facilities), national microscopy communities, companies involved in the microscopy business, organizations or institutions related to standardization on a national or international level, and scientific publishers and observers from funding agencies (see the graph below and on the member page for an overview).
Ten working groups (WGs) were established in the 2nd General Meeting on the 9th of July 2020 to bring our common aims quickly forward. Our web page gives an overview of QUAREP-LiMi’s work. In the 3rd General Meeting, WG 11 “Microscopy Publication Standards” and later WGs 12 “Image Visualization and Analysis” and 13 “Phototoxicity” were established. WG 14 “Environment” and 15 “FLIM” are in the process of being established, and WG 8 is restructured to work on “Education, Training and Outreach”.
QUAREP-LiMi operates a NextCloud and an OMERO server, serving as a centralized repository and exchange point for our collective work. These platforms facilitate collaboration and data sharing among our members.
QUAREP-LiMi is absolutely open to new members, and we are looking forward to your contribution. If you are interested in joining our initiative, please fill out our membership form. Use our form for changing your working group (WG) or joining a new WG. For any further questions, please contact us.
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Working Group 2

18th meeting, 11th of April 2022
Meeting date
11/04/2022 @ 5:00 PM (CET/CEST)
Meeting summary
At the beginning of our 18th meeting, we talked about a few organisational matters and shared general QUAREP-LiMi news: the next general assembly will take place May 25th 2022, 4-6PM CEST.
This was followed by reports from the the last two WG2 & WG7 camera glossary meetings. The main topic for both meetings was what defines a colour camera. It was reported that that joined discussion group also needs input from WG2 about what we require the model to deliver. The ensuing discussion pointed out: commonly used glossary and definitions, to be used in methods sections, for spec sheets, TIER level needed with minimal specs required and additional specs available upon request.
The APE Quantiflash test samples will be shipped to their first testes soon. The transfer of our data collection to Airtable is under way. More infos to both topics will come in the next meeting.
Last but not least, we discussed the next steps towards finalising the first part of our protocols and moving them to protocol.io following the example and experience of WG1. Until the next meeting, each subgroup will look at their respective protocol draft, go over the text and identify open questions. We agreed to finalise the structure with a general introduction and branching or similar feature for the AD and PD protocols. The aim is to have a teaser ready for ELMI, publish the protocol in autumn.
To be able to do so, we need to have more people test the protocols, measurement and analysis.
Working Group 3
Working Group 4

37th meeting, 21st of May 2024
Meeting date
21/05/2024 @ 5:00 PM (CET/CEST)
Meeting summary
WG4 acknowledges the acceptance of the QUAREP by-laws. Judith Lacoste serves as the WG4 Steering Committee (SC) representative, Ileana Micu as the Editorial Review Board (ERB) representative, and Christian Kukat as the Ombuds Board (OB) representative. Also, Maria Azevedo is now co-chair with Aurélien Dauphin. An overarching publication involving WG03, WG04, WG05, and a microscope manufacturer was discussed, and suggestions for WG04 representatives to participate were put forward. An update on the naming convention was provided, and the group discussed what should be included for WG04 datasets. Importantly, WG04 will not meet in June; however, an email containing updates on the naming convention and instructions to test OMERO will be sent. The next WG04 meeting is scheduled for July 16th.

36th meeting, 24th of April 2024
Meeting date
24/04/2024 @ 5:00 PM (CET/CEST)
Meeting summary
A microscope manufacturer is using the QUAREP protocols to provide time-0 measurments before shipping units to its customers. The manufacturer‘s team presented on what seems to be a code implementation issue for the calculation of the reference surface used to calculate the co-registration performance with the tool MetroloJ QC. With the supporting references, they show that the way code is currently written, the 3D reference surface is rendered as a peanut shape instead of an ovoid elongated sphere. As a result of this, the XY and Z co-registration accuracy is not correctly assessed. The authors of MetroloJ_QC will be contacted to present them these findings and ask for feedbacks.

35th meeting, 19th of March 2024
Meeting date
19/03/2024 @ 5:00 PM (CET/CEST)
Meeting summary
WG04 pursues the analyses of 1um beads datasets for color co-registration, comparing different software. There was a discussion regarding measurements of signal to background ratio on aging bead preparations. The group discussed about how detectors settings and metadata can have an impact on the co-registration analysis results. Please note the next WG04 monthly meeting date. It was moved because of QUAREP annual meeting. Lastly, many thanks to the members who agreed to become co-chairs and representatives of WG-04: Maria Azevedo, Aurélien Dauphin, Christian Kukat, Judith Lacoste and Ileana Micu.

34th meeting, 20th of February 2024
Meeting date
20/02/2024 @ 5:00 PM (CET/CEST)
Meeting summary
Today the proposed QUAREP by-laws were presented. WG04 is grateful to those who worked with David Grunwald for the preparation of this impressive document. The by-laws will be submitted for approval during the QUAREP annual meeting next April. In the mean time, WG04 is asking its members to come forward for the following positions in our workgroup: WG04 co-chairs, a WG04 steering committee representative, a WG04 editorial review board representative and a WG04 ombuds board representative. In addition, QUAREP will need to elect 13 persons on the steering committee and 3 persons on the ombuds board. Our organisation just reached 600 members, for sure there will be new people joining on the above committees to make QUAREP better. Please let us know of your interest in the above positions. A big thanks in advance!
Working Group 5

40th meeting, 13th of June 2024
Meeting date
13/06/2024 @ 3:30 PM (CET/CEST)
Meeting summary
We discussed the ELMI workshop, including how it went and what we could improve. We also covered the process of OMERO uploads and linking them to Airtable for tracking results, as well as the filenaming nomenclature.
Working Group 6
Working Group 7

17th meeting, 19th of September 2022
Meeting date
19/09/2022 @ 5:00 PM (CET/CEST)
Meeting summary
The work of QUAREP-WG7 is done within WG7-Subgroups that have clear goals listed on the WG7 homepage (https://quarep.org/working-groups/wg-7-metadata/).
The general meeting serves as a space for reporting back on the progress that has been achieved within the Subgroups, connecting the dots, strategic planning, and general discussions.
This organization allows WG7 to carry out several parallel tasks that span from image metadata model specifications, the development of metadata collection tools, the improvement of the metadata storage formats, and the development of educational and training material to onboard biomedical researchers.
DECISIONS:
- The general organization of WG7 is sound, and it will be maintained.
- To leave more time for Subgroup work and reduce time waste, it was decided that we will reduce the frequency of WG7 general meeting while making Subgroup meetings regular and consistent.
- Specifically, the general meeting will be held on the third Monday once every 2 months —> NEXT GENERAL MEETING will be on 11/21/2022 (17:00 CEST / 11:00 EST)
- The same slot will be utilized as needed by the subgroups. For example, the next WG7-Subgroup 2 meeting will take place on the 17th of October (17:00 CEST / 11:00 EST).
- At the same time, it is essential to improve communication and progress management to make sure people have a clear idea of what is happening, and how they can contribute.
- To facilitate the division of labor and communication, we will create granular task lists in Excel and link the list from the WG7 homepage (https://nextcloud.quarep.org/index.php/s/DgJBQnjg3jSMgx8). The list will be bae on the tasks emerging from Sub-Group meetings, will provide precise instructions, and include clear due dates (e.g. Subgroup 1: TASK = provide feedback on Micro-Meta App Confocal canvases; DUE=10/17/2022)

16th meeting, 18th of July 2022
Meeting date
18/07/2022 @ 5:00 PM (CET/CEST)
Meeting summary
Despite considerable progress (publications, collaborations with other working groups, feedback from manufacturers, further development of metadata collection tools, educational material, outreach, etc.), participation has been waning.
To address this issue, we discussed the following topics:
1) What can we do to improve motivation and participation?
2) What should be our goals for the upcoming year?
The discussion was very animated and participated. Several constructive suggestions were made. In summary:
1) Having subgroups allows to achieve tasks, but it can be very confusing. It is important to improve the organization of the work and communication to members on what needs to be done and what is done:
– agreed upon, small, and achievable tasks
– clear schedule (always advertised on the QUAREP calendar)
– report back consistency on goals and progress
2) It is important to shift focus from Microscopy Metadata to Experimental/Sample Metadata capture. Would it make sense for WG7 to be involved in developing standards around these topics?
3) It is important to develop guidelines but for work to be successful and productive, WG7 has to be involved with developers to produce tools that implement the guidelines and bring them to life for imaging scientists.
Next steps:
– The August meeting is canceled. See you back in September
– In September, all Subgroups will have a meeting to organize next year’s schedule (regular or not?) goals and activities.
– Co-Chairs will meet to decide whether a survey to collect feedback on future goals is needed for all WG7 members (even those that do not participate in sub-groups).
Working Group 8
Working Group 9
Working Group 10

22nd meeting, 11th of October 2022
Meeting date
11/10/2022 @ 4:00 PM (CET/CEST)
Meeting summary
The WG10 is back after summer break. A new organization will be proposed and a distribution of the tasks to be accomplished will be made.
A V2 document will be presented too.
We hope to see many of you on this occasion!
Working Group 11

21st meeting, March 23rd 2023
Meeting date
24/03/2023 @ 12:00 AM (CET/CEST)
Meeting summary
1-We will review the Bare Minimal Requirements Checklist for “Methods” journals. You can all review it here: https://nextcloud.quarep.org/index.php/s/544SCiDkKHns9rj
2-We are also switching gears and will continue with the WG11 mission, which as you all know will include more comprehensive requirements. Below, please find the link to the document we will be working with today.