Cox modelisation: variable omitted because of collinearity

[eric some]

I am trying to build a Cox model. When I run my initial model, I got this message regarding many variables: "MEA_MI_CANB omitted because of collinearity". At the end I got this one :"flat region resulting in a missing likelihood". Can somebody explains me what it means and how can I solve this issue of collinearity?.