Cannot make text bold in email

In documentation, it is specified that in notification template we can format text in bold and italic, and add or remove line breaks.. But I did not find any documentation that say how exactly can I make text bold. I only find that you can use **bold** to make text bold, but it does not work when I used it to send emails. Please let me know if you know of any workarounds or fix for this issue.
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