Original title: Ten simple rules for non-visual, reproducible and accessible bioinformatics
Jacqueline G. Kientsch, Stephan C. F. Neuhauss, Izaskun Mallona · August 2026
Bioinformatics researchers study biological data using computers. Today, their workflows rely heavily on visuals like plots and dashboards to make key analytical decisions. This visual focus creates a huge barrier for blind and low-vision scientists who rely on screen readers, braille displays, or audio tools. Important choices get hidden inside pictures instead of being written down. To solve this, the authors propose ten simple rules to make bioinformatics accessible without sight. They argue that accessibility and reproducibility share the exact same goal: clearly explaining why scientists make each decision. Instead of relying only on images, scientists should create structured decision records. Using single-cell RNA-seq as an example, they show how these records work. A good record stores the underlying data, the goal of the analysis, the quantitative evidence, and the uncertainty. This shift makes biological research easier to audit and open to everyone.
You are baking a cake and the recipe says 'bake until golden brown.' If you cannot see the cake, you have no way to know when to stop. Here, bioinformatics plots act as that visual cue for researchers making decisions. In this paper, the researchers propose replacing the visual cue with a written record of the exact baking time and the observed color, so the decision is documented and accessible to everyone.
Blind and low-vision researchers are currently excluded from core analytical decisions in bioinformatics because evidence is visual. These ten rules show that making analyses non-visual also forces scientists to document why they made each decision, which makes the entire work more reproducible and auditable. The result is a more inclusive science that is also more rigorous.
The abstract doesn't say. It presents ten rules without discussing their limitations, and uses single-cell RNA-seq as a running example without addressing other bioinformatics areas.
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Ten simple rules for non-visual, reproducible and accessible bioinformatics — Jacqueline G. Kientsch, Stephan C. F. Neuhauss, Izaskun Mallona
Abstract licence: CC0
Explanation generated by Synthesis from the abstract — it is not the original paper. This is a preprint, so it hasn't necessarily been peer reviewed.