Literature DB >> 36180674

MEL-Index: Estimation of Tissue Melatonin Levels Using Gene Expression Data.

Pedro Augusto C M Fernandes1, Regina P Markus2, Gabriela Sarti Kinker3.   

Abstract

Melatonin synthesis by extrapineal sources adjusts physiological and pathophysiological processes in several types of cells and tissues. As measuring locally produced melatonin in fresh tissues might be a challenge due to limited material availability, we created a simple predictive model, the MEL-Index, which infers the content of tissue melatonin using gene expression data. The MEL-Index can be a powerful tool to study the role of melatonin in different contexts. Applying the MEL-Index method to RNA-seq datasets, we have shed light into the clinical relevance of melatonin as a modulator tumor progression and lung infection due to COVID-19. The MEL-Index combines the z-normalized expressions of ASMT (Acetylserotonin O-Methyltransferase), last enzyme of the biosynthetic pathway, and CYP1B1 (cytochrome P450 family enzyme), which encodes the enzyme that metabolizes melatonin in extrahepatic tissues. In this chapter, we describe the steps for calculating the MEL-Index.
© 2022. The Author(s), under exclusive license to Springer Science+Business Media, LLC, part of Springer Nature.

Entities:  

Keywords:  Extrapineal melatonin; MEL-Index; Tissue physiology

Mesh:

Substances:

Year:  2022        PMID: 36180674     DOI: 10.1007/978-1-0716-2593-4_5

Source DB:  PubMed          Journal:  Methods Mol Biol        ISSN: 1064-3745


  9 in total

1.  Metabolism of melatonin by human cytochromes p450.

Authors:  Xiaochao Ma; Jeffrey R Idle; Kristopher W Krausz; Frank J Gonzalez
Journal:  Drug Metab Dispos       Date:  2004-12-22       Impact factor: 3.922

2.  Melatonergic system-based two-gene index is prognostic in human gliomas.

Authors:  Gabriela S Kinker; Sueli M Oba-Shinjo; Claudia E Carvalho-Sousa; Sandra M Muxel; Suely K N Marie; Regina P Markus; Pedro A Fernandes
Journal:  J Pineal Res       Date:  2015-11-20       Impact factor: 13.007

3.  Pan-cancer genomic analyses reveal prognostic and immunogenic features of the tumor melatonergic microenvironment across 14 solid cancer types.

Authors:  Jia-Wei Lv; Zi-Qi Zheng; Zi-Xian Wang; Guan-Qun Zhou; Lei Chen; Yan-Ping Mao; Ai-Hua Lin; Russel J Reiter; Jun Ma; Yu-Pei Chen; Ying Sun
Journal:  J Pineal Res       Date:  2019-02-14       Impact factor: 13.007

4.  A two-gene expression ratio predicts clinical outcome in breast cancer patients treated with tamoxifen.

Authors:  Xiao-Jun Ma; Zuncai Wang; Paula D Ryan; Steven J Isakoff; Anne Barmettler; Andrew Fuller; Beth Muir; Gayatry Mohapatra; Ranelle Salunga; J Todd Tuggle; Yen Tran; Diem Tran; Ana Tassin; Paul Amon; Wilson Wang; Wei Wang; Edward Enright; Kimberly Stecker; Eden Estepa-Sabal; Barbara Smith; Jerry Younger; Ulysses Balis; James Michaelson; Atul Bhan; Karleen Habin; Thomas M Baer; Joan Brugge; Daniel A Haber; Mark G Erlander; Dennis C Sgroi
Journal:  Cancer Cell       Date:  2004-06       Impact factor: 31.743

5.  Immune-pineal axis protects rat lungs exposed to polluted air.

Authors:  Claudia Emanuele Carvalho-Sousa; Eliana P Pereira; Gabriela S Kinker; Mariana Veras; Zulma S Ferreira; Fernanda P Barbosa-Nunes; Joilson O Martins; Paulo H N Saldiva; Russel J Reiter; Pedro A Fernandes; Sanseray da Silveira Cruz-Machado; Regina P Markus
Journal:  J Pineal Res       Date:  2020-02-28       Impact factor: 13.007

Review 6.  Immune-pineal axis - acute inflammatory responses coordinate melatonin synthesis by pinealocytes and phagocytes.

Authors:  Regina P Markus; Pedro A Fernandes; Gabriela S Kinker; Sanseray da Silveira Cruz-Machado; Marina Marçola
Journal:  Br J Pharmacol       Date:  2017-12-15       Impact factor: 8.739

7.  Daily Onset of Light and Darkness Differentially Controls Hematopoietic Stem Cell Differentiation and Maintenance.

Authors:  Karin Golan; Anju Kumari; Orit Kollet; Eman Khatib-Massalha; Mohana Devi Subramaniam; Zulma S Ferreira; Francesca Avemaria; Sylwia Rzeszotek; Andrés García-García; Stephanie Xie; Eugenia Flores-Figueroa; Shiri Gur-Cohen; Tomer Itkin; Aya Ludin-Tal; Hassan Massalha; Biana Bernshtein; Andrzej K Ciechanowicz; Alexander Brandis; Tevie Mehlman; Suditi Bhattacharya; Mayla Bertagna; Hui Cheng; Ekaterina Petrovich-Kopitman; Tomasz Janus; Nathali Kaushansky; Tao Cheng; Irit Sagi; Mariusz Z Ratajczak; Simón Méndez-Ferrer; John E Dick; Regina P Markus; Tsvee Lapidot
Journal:  Cell Stem Cell       Date:  2018-08-30       Impact factor: 24.633

8.  MT1 and MT2 melatonin receptors play opposite roles in brain cancer progression.

Authors:  G S Kinker; L H Ostrowski; P A C Ribeiro; R Chanoch; S M Muxel; I Tirosh; G Spadoni; S Rivara; V R Martins; T G Santos; R P Markus; P A C M Fernandes
Journal:  J Mol Med (Berl)       Date:  2021-01-03       Impact factor: 4.599

9.  Rhythmic expression of the melatonergic biosynthetic pathway and its differential modulation in vitro by LPS and IL10 in bone marrow and spleen.

Authors:  Marlina O Córdoba-Moreno; Ewerton da Silva de Souza; Caroline L Quiles; Débora Dos Santos-Silva; Gabriela S Kinker; Sandra M Muxel; Regina P Markus; Pedro A Fernandes
Journal:  Sci Rep       Date:  2020-03-16       Impact factor: 4.379

  9 in total

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