Here’s a quick fix which might be able to help you out when your thumbnails suddenly not working or disappear from your WordPress blog. This issue is usually caused by some WordPress updates across the board.
Login to your WordPress Admin. Go to Media under Settings. Make sure that your default value for Store uploads in this folder under Uploading Files is set as wp-content/uploads.