- [Resource Hub](/)
- [Resource](/?resource-type=webinar#library)
- Use of Open-Source Software for Quantitative Analysis of Multiplex Images

# Use of Open-Source Software for Quantitative Analysis of Multiplex Images

How open-source software turns multiplex immunostaining into a quantitative, spatial readout of the cells in a tissue.

In this webinar, Dr. Sara McArdle of the Image Analysis and Microscopy Core at the La Jolla Institute for Immunology discusses her use of open-source software for the quantitative spatial analysis of tissue images. Her subject is how open, freely available tools can be applied to multiplex image data to produce quantitative, spatial readouts of a tissue section.

Much of the discussion centers on multiplex immunostaining as a key method for studying tissue. Labeling many markers on a single section captures the spatial context of the tissue microenvironment &mdash; how cells are positioned within the tissue &mdash; which Dr. McArdle reviews as the starting point for quantitative analysis.

From there she turns to the statistical quantification of cells: converting multiplexed staining into per-cell measurements that can be counted and compared across an image. The session is a practical look at how open-source software makes that quantitative, spatial analysis of multiplex images achievable.

[Back to all resources](/#library)
## Related resources
[Article](https://www.selectscience.net/article/advanced-spatial-biology-sheds-new-light-on-therapeutic-research) Orion SelectScience
### Advanced spatial biology sheds new light on therapeutic research
[Read Article](https://www.selectscience.net/article/advanced-spatial-biology-sheds-new-light-on-therapeutic-research) [Article](https://www.selectscience.net/editorial-articles/bringing-spatial-biology-to-the-clinic-a-new-lens-on-cancer-biology/?&artID=58147) Orion SelectScience
### Bringing spatial biology to the clinic: “A new lens on cancer biology”
[Read Article](https://www.selectscience.net/editorial-articles/bringing-spatial-biology-to-the-clinic-a-new-lens-on-cancer-biology/?&artID=58147) [Article](https://www.selectscience.net/article/how-to-unlock-the-complexity-of-tumor-microenvironments) Orion SelectScience
### How to unlock the complexity of tumor microenvironments
[Read Article](https://www.selectscience.net/article/how-to-unlock-the-complexity-of-tumor-microenvironments) [Brochure](https://go.pardot.com/l/455452/2020-07-15/8p7453/455452/1606951069teslfZQe/BR21_101_Orion_Brochure_201202.pdf) Orion
### Orion Spatial Proteomics Platform
[View Brochure](https://go.pardot.com/l/455452/2020-07-15/8p7453/455452/1606951069teslfZQe/BR21_101_Orion_Brochure_201202.pdf) [Spec Sheet](https://pardot.rarecyte.com/l/455452/2026-02-24/965v3w/455452/1771949067AeuR6syb/Orion_HT_spec_sheet.pdf) Orion
### Orion HT
[View Spec Sheet](https://pardot.rarecyte.com/l/455452/2026-02-24/965v3w/455452/1771949067AeuR6syb/Orion_HT_spec_sheet.pdf) [Spec Sheet](https://pardot.rarecyte.com/l/455452/2025-10-31/961nyb/455452/1761933957WEJWJyeN/2025.07.14___SS___Orion__LE_.pdf) Orion
### Orion LE
[View Spec Sheet](https://pardot.rarecyte.com/l/455452/2025-10-31/961nyb/455452/1761933957WEJWJyeN/2025.07.14___SS___Orion__LE_.pdf) [Spec Sheet](https://go.pardot.com/l/455452/2020-07-15/8p742r/455452/1607104572nfrlJouR/DF_24_101_201203_Orion_Datafile.pdf) Orion
### Orion
[View Spec Sheet](https://go.pardot.com/l/455452/2020-07-15/8p742r/455452/1607104572nfrlJouR/DF_24_101_201203_Orion_Datafile.pdf) [Research Spotlight](/resources/spatial-profiling-immune-correlates-mss-crc/) Orion 2026
### Spatial Profiling Uncovers Immune Correlates of Durable Response in Phase 1/2 MSS Colorectal Cancer Trial
[Read Spotlight](/resources/spatial-profiling-immune-correlates-mss-crc/) [Publication](/resources/copanlisib-nivolumab-microsatellite-stable-colorectal/) Orion Nature Communications 2026
### Copanlisib in combination with nivolumab for microsatellite stable colorectal cancer: a phase 1/2 trial
[Read More](/resources/copanlisib-nivolumab-microsatellite-stable-colorectal/) [Publication](https://doi.org/10.1158/2159-8290.CD-26-0171) Orion Cancer Discovery 2026
### Spatial Integration of Protein and Chromosomal States Reveals Early Copy-Number Changes and Genotype-Associated Immune Neighborhoods in Serous Ovarian Cancer Evolution
[View Publication](https://doi.org/10.1158/2159-8290.CD-26-0171) [Publication](https://www.nature.com/articles/s41467-026-74933-w) Orion Nature Communications 2026
### Multiple human transgenes prolong survival of triple-carbohydrate knockout porcine kidney xenografts in nonhuman primates
[View Publication](https://www.nature.com/articles/s41467-026-74933-w) [Video](https://www.youtube.com/watch?v=KOiToZIGN0g) Orion 2026
### Dr. Tanjina Kader on mapping spatial proteomics and chromosomal changes on the same tissue section
[Watch Video](https://www.youtube.com/watch?v=KOiToZIGN0g)
