The United forward has faced a turbulent week due to allegations surrounding his personal life.
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Rooney took part in a warm-up session of ball work before undertaking shuttle runs.
Throughout, the forward appeared unperturbed by the off-field turmoil, laughing with his team-mates during the practice session.
Aside from Rooney, Rio Ferdinand took part in the session, as did the Portuguese youngster Bebe.