Natalia Coloccini has sent a number of messages in Spanish, apparently aimed at her husband, indicating life in England turned sour for her and her family, reports the Daily Mail.
She is believed to be in Argentina now.
One of the tweets has been translated as saying: "The heart always has a limit when the heart says enough there is no going back', while another one says: 'We ignored each other until we became strangers with shared memories."
Her most recent tweet says: "These are my wings, just have to fly, let go of things that no longer belong to you.
"My heart is hanging from your hands."
Another says: "I love him even though I know I have to forget him I'm frightened to think about life without him, so many years good or bad I cannot change them."
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