Stop taking Thalidomide Celgene and see a doctor straight away if you notice the following serious side effects – you may need urgent medical treatment: • Severe skin reactions including rashes, which is a common side effect and blistering of the skin and mucosa (Stevens Johnson Syndrome and toxic epidermal necrolysis, which are rare side effects).