Diagnostic accuracy of circulating microRNAs and lipidomic biomarkers for early breast cancer detection: A systematic review and meta-analysis

• Heba Mohammed Arafat ,

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: hebaarafat4@hotmail.com, hebaarafat@usm.my (HMA); damitri@usm.my (TAdA-A)

  Affiliation Department of Chemical Pathology, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia

  https://orcid.org/0000-0003-2710-5673

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• Akbar Ali,

  Roles Formal analysis, Investigation, Writing – original draft

  Affiliation Department of Chemical Pathology, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia

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• Tengku Ahmad Damitri Al Astani Tengku Din ,

  Roles Supervision, Writing – original draft

  * E-mail: hebaarafat4@hotmail.com, hebaarafat@usm.my (HMA); damitri@usm.my (TAdA-A)

  Affiliations Department of Chemical Pathology, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia, Breast Cancer Awareness and Research Unit, Hospital Pakar Universiti Sains Malaysia, Health Campus, Kubang Kerian, Kelantan, Malaysia

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• Ohood Mohammed Shamallakh,

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

  Affiliation Department of Medical Laboratory Sciences, Faculty of Health Sciences, Islamic University of Gaza, Gaza City, Palestine

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• Rashid Jusoh,

  Roles Writing – review & editing

  Affiliation Department of Chemical Pathology, School of Medical Sciences, Health Campus, Universiti Sains Malaysia, Kubang Kerian, Kelantan, Malaysia

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• Maya Mazuwin Yahya,

  Roles Writing – review & editing

  Affiliations Breast Cancer Awareness and Research Unit, Hospital Pakar Universiti Sains Malaysia, Health Campus, Kubang Kerian, Kelantan, Malaysia, Department of Surgery, School of Medical Sciences, Universiti Sains Malaysia, Health Campus, Kubang Kerian, Kelantan, Malaysia

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• Wan Zainira Wan Zain,

  Roles Writing – review & editing

  Affiliations Breast Cancer Awareness and Research Unit, Hospital Pakar Universiti Sains Malaysia, Health Campus, Kubang Kerian, Kelantan, Malaysia, Department of Surgery, School of Medical Sciences, Universiti Sains Malaysia, Health Campus, Kubang Kerian, Kelantan, Malaysia

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• Wan Faiziah Wan Abdul Rahman

  Roles Writing – review & editing

  Affiliations Breast Cancer Awareness and Research Unit, Hospital Pakar Universiti Sains Malaysia, Health Campus, Kubang Kerian, Kelantan, Malaysia, Department of Pathology, School of Medical Sciences, Universiti Sains Malaysia, Health Campus, Kubang Kerian, Kelantan, Malaysia

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