---
title: Background Analyses and Approaches
slug: background-analyses-and-approaches
createdAt: 2026-04-27T07:36:33.568Z
---

The Mavatar Discovery platform implements tissue and disease specific networks based on large-scale, publicaly available biological data. Such a collection relies on extensive analyses and validation efforts, ensuring that the networks are biologically valuable and perform well under stability tests. Read more about our methods and validation efforts under the following sections:  &#x20;

::::LinkArray{contentSource="DOCS" sourceParentDocId="FVMEHEyw30j_FUvdMqcri" childrenDocs="[{&#x22;docId&#x22;:&#x22;aQWp0R_sg1OpIWVVLTcbU&#x22;,&#x22;docTitle&#x22;:&#x22;Data Collection and Pre-Processing&#x22;},{&#x22;docId&#x22;:&#x22;-4qGal9KYaTnpNNIsLMfc&#x22;,&#x22;docTitle&#x22;:&#x22;DINA Network Construction&#x22;},{&#x22;docId&#x22;:&#x22;hDJdzxJhReo_hlRFZgYxH&#x22;,&#x22;docTitle&#x22;:&#x22;Mavatar Discovery Tools – Scientific Background&#x22;},{&#x22;docId&#x22;:&#x22;PZa5VFapcPEWGsuxc76Hu&#x22;,&#x22;docTitle&#x22;:&#x22;Module Construction&#x22;},{&#x22;docId&#x22;:&#x22;Fod-Qhq6y0fULxq-LmsLI&#x22;,&#x22;docTitle&#x22;:&#x22;DINA Network Evaluations&#x22;},{&#x22;docId&#x22;:&#x22;MA6QMD9m7kOtQYdTwAkjW&#x22;,&#x22;docTitle&#x22;:&#x22;Network Version Information&#x22;}]" itemsPerRow="1"}
:::LinkArrayItem{headerType="NONE" docId="aQWp0R_sg1OpIWVVLTcbU"}
[Data Collection and Pre-Processing](docId\:aQWp0R_sg1OpIWVVLTcbU)
:::

:::LinkArrayItem{headerType="NONE" docId="-4qGal9KYaTnpNNIsLMfc"}
[DINA Network Construction](docId:-4qGal9KYaTnpNNIsLMfc)
:::

:::LinkArrayItem{headerType="NONE" docId="hDJdzxJhReo_hlRFZgYxH"}
[Mavatar Discovery Tools – Scientific Background](docId\:hDJdzxJhReo_hlRFZgYxH)
:::

:::LinkArrayItem{headerType="NONE" docId="PZa5VFapcPEWGsuxc76Hu"}
[Module Construction](docId\:PZa5VFapcPEWGsuxc76Hu)
:::

:::LinkArrayItem{headerType="NONE" docId="Fod-Qhq6y0fULxq-LmsLI"}
[DINA Network Evaluations](docId\:Fod-Qhq6y0fULxq-LmsLI)
:::

:::LinkArrayItem{headerType="NONE" docId="MA6QMD9m7kOtQYdTwAkjW"}
[Network Version Information](docId\:MA6QMD9m7kOtQYdTwAkjW)
:::
::::

