Multiplex profiling of 16 immune checkpoints identifies novel serum biomarker panels for breast cancer detection and TNBC stratification: A case-control study

• Mouna Stayoussef,

  Roles Conceptualization, Data curation, Formal analysis, Writing – original draft

  Affiliation University of Tunis El Manar (UTM), Faculty of Sciences of Tunis (FST), Laboratory of Mycology, Pathologies and Biomarkers (LR16ES05), Tunis, Tunisia

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• Azza Habel,

  Roles Data curation, Methodology, Writing – original draft

  Affiliation University of Tunis El Manar (UTM), Faculty of Sciences of Tunis (FST), Laboratory of Mycology, Pathologies and Biomarkers (LR16ES05), Tunis, Tunisia

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• Weili Xu,

  Roles Formal analysis, Methodology

  Affiliation Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A* STAR), Immunos Building, Singapore, Singapore

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• Mariem Bessaad,

  Roles Data curation, Methodology

  Affiliation University of Tunis El Manar (UTM), Faculty of Sciences of Tunis (FST), Laboratory of Mycology, Pathologies and Biomarkers (LR16ES05), Tunis, Tunisia

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• Hanen Bouaziz,

  Roles Data curation

  Affiliation Salah Azaiez Oncology Institute, Bab Saadoun, Tunis, Tunisia

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• Mouna Ayadi,

  Roles Formal analysis

  Affiliation Salah Azaiez Oncology Institute, Bab Saadoun, Tunis, Tunisia

  https://orcid.org/0000-0002-8649-9054

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• Wassim Y. Almawi ,

  Roles Conceptualization, Supervision, Writing – original draft

  * E-mail: wassim.almawi@fst.utm.tn

  Affiliations University of Tunis El Manar (UTM), Faculty of Sciences of Tunis (FST), Laboratory of Mycology, Pathologies and Biomarkers (LR16ES05), Tunis, Tunisia, Department of Biological Sciences, Brock University, St. Catharines, Ontario, Canada

  https://orcid.org/0000-0003-1633-9757

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• Anis Larbi,

  Roles Investigation

  Affiliations Singapore Immunology Network (SIgN), Agency for Science Technology and Research (A* STAR), Immunos Building, Singapore, Singapore, Beckman Coulter Life Sciences, Villepinte, France

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• Besma Yacoubi-Loueslati

  Roles Investigation, Project administration

  Affiliation University of Tunis El Manar (UTM), Faculty of Sciences of Tunis (FST), Laboratory of Mycology, Pathologies and Biomarkers (LR16ES05), Tunis, Tunisia

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