Bayesian multilevel model of micro RNA levels in ovarian-cancer and healthy subjects

Paweł Wiczling; Emilia Daghir-Wojtkowiak; Roman Kaliszan; Michał Jan Markuszewski; Janusz Limon; Magdalena Koczkowska; Maciej Stukan; Alina Kuźniacka; Magdalena Ratajska

doi:10.1371/journal.pone.0221764

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Open Access

Peer-reviewed

Research Article

Bayesian multilevel model of micro RNA levels in ovarian-cancer and healthy subjects

Paweł Wiczling ,

Contributed equally to this work with: Paweł Wiczling, Emilia Daghir-Wojtkowiak

Roles Conceptualization, Formal analysis, Investigation, Methodology, Supervision, Writing – original draft

* E-mail: wiczling@gumed.edu.pl

Affiliation Department of Biopharmaceutics and Pharmacodynamics, Medical University of Gdańsk, Gen. J. Hallera, Gdańsk, Poland

http://orcid.org/0000-0002-2878-3161

⨯
Emilia Daghir-Wojtkowiak ,

Contributed equally to this work with: Paweł Wiczling, Emilia Daghir-Wojtkowiak

Roles Conceptualization, Formal analysis, Investigation, Visualization, Writing – original draft

Affiliation Department of Biopharmaceutics and Pharmacodynamics, Medical University of Gdańsk, Gen. J. Hallera, Gdańsk, Poland
⨯
Roman Kaliszan,

Roles Supervision

Affiliation Department of Biopharmaceutics and Pharmacodynamics, Medical University of Gdańsk, Gen. J. Hallera, Gdańsk, Poland
⨯
Michał Jan Markuszewski,

Roles Supervision

Affiliation Department of Biopharmaceutics and Pharmacodynamics, Medical University of Gdańsk, Gen. J. Hallera, Gdańsk, Poland

http://orcid.org/0000-0003-1166-4817

⨯
Janusz Limon,

Roles Supervision

Affiliation Department of Biology and Genetics, Medical University of Gdańsk, Dębinki, Gdańsk, Poland
⨯
Magdalena Koczkowska,

Roles Data curation, Investigation

Affiliation Department of Biology and Genetics, Medical University of Gdańsk, Dębinki, Gdańsk, Poland
⨯
Maciej Stukan,

Roles Investigation

Affiliation Department of Gynecological Oncology, Gdynia Oncology Centre, Powstania Styczniowego, Gdynia, Poland
⨯
Alina Kuźniacka,

Roles Investigation

Affiliation Department of Biology and Genetics, Medical University of Gdańsk, Dębinki, Gdańsk, Poland

http://orcid.org/0000-0002-9396-3273

⨯
Magdalena Ratajska

Roles Investigation, Project administration

Affiliation Department of Biology and Genetics, Medical University of Gdańsk, Dębinki, Gdańsk, Poland
⨯

Bayesian multilevel model of micro RNA levels in ovarian-cancer and healthy subjects

Paweł Wiczling,
Emilia Daghir-Wojtkowiak,
Roman Kaliszan,
Michał Jan Markuszewski,
Janusz Limon,
Magdalena Koczkowska,
Maciej Stukan,
Alina Kuźniacka,
Magdalena Ratajska

Published: August 29, 2019
https://doi.org/10.1371/journal.pone.0221764

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MicroRNAs
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Ovarian cancer
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Cancer detection and diagnosis
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Machine learning algorithms
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