A 56-year-old overweight woman complains of pain in the knee joints, which intensifies when walking, especially on the stairs, during prolonged standing. It hurts 5 years. Objectively established: knee joints are deformed, swollen, while moving - painful. The radiograph of the joints showed: the joint space is narrowed, subchondral sclerosis, marginal osteophytes. Which diagnosis is most likely?