Preventing Re Sync of Deleted Records from Marketo

Hi Team,
We have three different data sources. One of them is Marketo. When Marketo deletes a record, we only see the isDeleted flag in the Data Lake, but the deletion is not reflected in the Profile Store.

If the same profile later arrives from Source 2 or Source 3, it still qualifies for the segment and gets pushed back to Marketo through the Marketo Engage Destination Connector.

Is there a way to prevent such deleted records from syncing back to Marketo again?

Thanks in advance!