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Time-Series Expression Analysis
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This tool provides a mfuzz plot, which clusters and visualize genes with similar expression patterns, and explores the dynamic changes of different genes over time.

Read before use
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Users need to prepare two files, gene expression matrix and metadata information.

**The gene expression matrix:** The first column is Geneid, other columns are data. The name of first column must be Geneid. Data from excel (format: xlsx).

**The metadata:** The first column is sample names, the second column is treatment conditions, and the third column is group names.
Colnames must be Samples, Names, and Groups. Data from excel (format: xlsx).

**Note:** The order of the sample names in both files must be consistent.

**Input example data:** `Gene expression matrix <https://github.com/Jasonxu0109/MangroveDB/releases/download/Example/Gene_expression_for_time_series_gene_expression_analysis.xlsx>`_,
`Metadata information <https://github.com/Jasonxu0109/MangroveDB/releases/download/Example/Sample_groups_for_time_series_gene_expression_analysis.xlsx>`_.

.. image:: ../../_static/images/ts.png
        :width: 100%
        :align: center