#Creating clear and informative image-based figures for scientific publications

 our new paper is now published online. you can check it through the PLoS biology site.

https://plos.altmetric.com/details/100810540

authors: https://twitter.com/helenajamborhttps://twitter.com/_AAlphahttps://twitter.com/IFerlinghttps://twitter.com/SusannAuerhttps://twitter.com/GazdaMalgorzatahttps://twitter.com/varmaalok22https://twitter.com/kaiwalya17https://twitter.com/tracyisneathttps://twitter.com/HungLo_twhttps://twitter.com/mischa_mayhttps://twitter.com/HoeppnerLabhttps://twitter.com/rnaErinhttps://twitter.com/I_Vinodhhttps://twitter.com/SSarabipourhttps://twitter.com/vivekbhrhttps://twitter.com/SJB_SynBiohttps://twitter.com/balicea1https://twitter.com/T_Weissgerber

Helena Jambor

Roles Conceptualization, Investigation, Methodology, Resources, Visualization, Writing – original draft, Writing – review & editing

‡ These authors share the first authorship on this work.

AFFILIATION Mildred Scheel Early Career Center, Medical Faculty, Technische Universität Dresden, Dresden, Germany

Alberto Antonietti

Roles Data curation, Formal analysis, Investigation, Methodology, Visualization, Writing – review & editing

‡ These authors share the first authorship on this work.

AFFILIATIONS Department of Electronics, Information and Bioengineering, Politecnico di Milano, Italy, Department of Brain and Behavioral Sciences, University of Pavia, Pavia, Italy

Bradly Alicea

ROLES Investigation, Methodology, Writing – review & editing

AFFILIATION Orthogonal Research and Education Laboratory, Champaign, IL, United States of America

Tracy L. Audisio

ROLES Investigation, Methodology, Writing – review & editing

AFFILIATION Evolutionary Genomics Unit, Okinawa Institute of Science and Technology, Okinawa, Japan

Susann Auer

ROLES Investigation, Methodology, Resources, Writing – review & editing

AFFILIATION Department of Plant Physiology, Faculty of Biology, Technische Universität Dresden, Dresden, Germany

Vivek Bhardwaj

ROLES Investigation, Methodology, Writing – review & editing

AFFILIATIONS Max Plank Institute of Immunology and Epigenetics, Freiburg, Germany, Hubrecht Institute, Utrecht, the Netherlands

Steven J. Burgess

ROLES Investigation, Methodology, Writing – review & editing

AFFILIATION Carl R Woese Institute for Genomic Biology, the University of Illinois at Urbana-Champaign, Urbana, IL, United States of America

Iuliia Ferling

ROLES Investigation, Methodology, Resources, Visualization, Writing – review & editing

AFFILIATION Junior Research Group Evolution of Microbial Interactions, Leibniz Institute for Natural Product Research and Infection Biology—Hans Knöll Institute (HKI), Jena, Germany

Małgorzata Anna Gazda

ROLES Investigation, Methodology, Writing – review & editing

AFFILIATIONS CIBIO/InBIO, Centro de Investigação em Biodiversidade e Recursos Genéticos, Campus Agrário de Vairão, Universidade do Porto, Vairão, Portugal, Departamento de Biologia, Faculdade de Ciências, Universidade do Porto, Porto, Portugal

Luke H. Hoeppner

ROLES Investigation, Methodology, Writing – review & editing

AFFILIATIONS The Hormel Institute, University of Minnesota, Austin, MN, United States of America, The Masonic Cancer Center, University of Minnesota, Minneapolis, MN, United States of America

Vinodh Ilangovan

ROLES Investigation, Methodology, Writing – review & editing

AFFILIATION Aarhus University, Aarhus, Denmark

Hung Lo

ROLES Investigation, Methodology, Writing – review & editing

AFFILIATIONS Neuroscience Research Center, Charité—Universitätsmedizin Berlin, Corporate member of Freie Universität Berlin, Humboldt—Universität zu Berlin, Berlin Institute of Health, Berlin, Germany, Einstein Center for Neurosciences Berlin, Berlin, Germany

Mischa Olson

ROLES Investigation, Methodology, Writing – review & editing

AFFILIATION Section of Plant Biology, School of Integrative Plant Science, Cornell University, Ithaca, NY, United States of America

Salem Yousef Mohamed

ROLES Investigation, Methodology, Writing – review & editing

AFFILIATION Gastroenterology and Hepatology Unit, Internal Medicine Department, Faculty of Medicine, University of Zagazig, Zagazig, Egypt

Sarvenaz Sarabipour

ROLES Investigation, Methodology, Writing – review & editing

AFFILIATION Institute for Computational Medicine and the Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, United States of America

Aalok Varma

ROLES Investigation, Methodology, Writing – review & editing

AFFILIATION National Centre for Biological Sciences (NCBS), Tata Institute of Fundamental Research (TIFR), Bangalore, Karnataka, India

Kaivalya Walavalkar

ROLES Investigation, Methodology, Writing – review & editing

AFFILIATION National Centre for Biological Sciences (NCBS), Tata Institute of Fundamental Research (TIFR), Bangalore, Karnataka, India

Erin M. Wissink

ROLES Investigation, Methodology, Writing – review & editing

AFFILIATION Department of Molecular Biology and Genetics, Cornell University, Ithaca, NY, United States of America

Tracey L. Weissgerber

Roles Conceptualization, Data curation, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

 tracey.weissgerber@charite.de

AFFILIATION Berlin Institute of Health at Charité–Universitätsmedizin Berlin, QUEST Center, Berlin, Germany

Abstract

Scientists routinely use images to display data. Readers often examine figures first; therefore, figures must be accessible to a broad audience. Many resources discuss fraudulent image manipulation and technical specifications for image acquisition; however, data on the legibility and interpretability of images are scarce. We systematically examined these factors in non-blot images published in the top 15 journals in 3 fields; plant sciences, cell biology, and physiology (n = 580 papers). Common problems included missing scale bars, misplaced or poorly marked insets, images or labels that were not accessible to colorblind readers, and insufficient explanations of colors, labels, annotations, or the species and tissue or object depicted in the image. Papers that met all good practice criteria examined for all image-based figures were uncommon (physiology 16%, cell biology 12%, plant sciences 2%). We present detailed descriptions and visual examples to help scientists avoid common pitfalls when publishing images. Our recommendations address image magnification, scale information, insets, annotation, and color and may encourage discussion about quality standards for bioimage publishing

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