Hence, identifying any possible indicators of the condition at the earliest opportunity is crucial. Cancer Research UK cautions that finger clubbing can be a symptom of lung cancer. Recommended reading:What is finger clubbing? Finger clubbing usually affects the top of the fingers on both hands. But it can happen quicker in certain conditions, such as a lung abscess.