A 52-year-old woman presents with 6 months of symmetric polyarthritis affecting the small joints of her hands and feet, morning stiffness lasting more than 1 hour and elevated inflammatory markers. Rheumatoid factor and anti-CCP are positive. What is the most appropriate management?