This ODE system can't be solved symbolically with the given information.    
First let's define the differential equations:

    dg1 = y1'[t] == -k1 y1[t] - k2 y1[t]
    dg2 = y2'[t] == k2 y1[t] - k3 y2[t]
    dg3 = y3'[t] == k1 y1[t] + k3 y2[t] - k4 y3[t]
    dg4 = y4'[t] == k4 y3[t] - k5 y2[t] y4[t] + k6 y5[t]
    dg5 = y5'[t] == k5 y2[t] y4[t] - k6 y5[t]
Now the first three differential equations can be solved, because these are independent of the last two.

    pSol = DSolve[{dg1, dg2, dg3}, {y1[t], y2[t], y3[t]}, t]
>     {{y1[t] -> E^((-k1 - k2) t) C[1], 
      y2[t] -> (E^(-k3 t) (-1 + E^((-k1 - k2) t + k3 t)) k2 C[1])/(-k1 - k2 + k3) + E^(-k3 t) C[2], 
      y3[t] -> (E^(-k3 t - k4 t) (E^(k3 t) k1^2 k3 - 
         E^((-k1 - k2) t + k3 t + k4 t) k1^2 k3 + 
         2 E^(k3 t) k1 k2 k3 - E^(k4 t) k1 k2 k3 - 
         E^((-k1 - k2) t + k3 t + k4 t) k1 k2 k3 + E^(k3 t) k2^2 k3 - 
         E^(k4 t) k2^2 k3 - E^(k3 t) k1 k3^2 + 
         E^((-k1 - k2) t + k3 t + k4 t) k1 k3^2 - E^(k3 t) k2 k3^2 + 
         E^((-k1 - k2) t + k3 t + k4 t) k2 k3^2 - E^(k3 t) k1^2 k4 + 
         E^((-k1 - k2) t + k3 t + k4 t) k1^2 k4 - E^(k3 t) k1 k2 k4 + 
         E^((-k1 - k2) t + k3 t + k4 t) k1 k2 k4 + E^(k3 t) k1 k3 k4 -
          E^((-k1 - k2) t + k3 t + k4 t) k1 k3 k4 + 
         E^(k4 t) k2 k3 k4 - 
         E^((-k1 - k2) t + k3 t + k4 t) k2 k3 k4) C[1])/((k1 + k2 - k3) (k1 + k2 - k4) (k3 - k4)) - 
         (E^(-k3 t - k4 t) (-E^(k3 t) + E^(k4 t)) k3 C[2])/(k3 - k4) + 
         E^(-k4 t) C[3]
    }}

From the last differential equation we get

    Solve[dg5, y5[t]]
>     {{y5[t] -> (k5 y2[t] y4[t] - y5'[t])/k6}}

This (or even easier to see `k6 y5[t]`) can be inserted into the fourth differential equation

    dg4 /. (First@%)
>     y4'[t] == k4 y3[t] - y5'[t]

(Note that there is no `y5[t]` left.)    
Inserting also `pSol` and applying `Simplify` provides the remaining equation

    % /. (First@pSol) // Simplify
>     (E^(-(k3 + k4) t) k4 (E^((-k1 - k2 + k3 + k4) t) (k1 + k2) (k1 - k3) (k3 - k4) C[1] - 
      E^(k4 t) k3 (-k1 - k2 + k4) ((k1 - k3) C[2] + k2 (C[1] + C[2])) - 
      E^(k3 t) (k1 + k2 - k3) (k4 (k4 C[3] - k3 (C[2] + C[3])) + 
      k2 (-k4 C[3] + k3 (C[1] + C[2] + C[3])) + 
      k1 (-k4 (C[1] + C[3]) + k3 (C[1] + C[2] + C[3])))))/((k1 + k2 - k3) (k1 + k2 - k4) (k3 - k4)) + 
      y4'[t] + y5'[t] == 0

If one tries to solve this equation using

    DSolve[%, {y4[t], y5[t]}, {t}]
the following message is received

> DSolve::underdet: There are more dependent variables than equations, so the system is underdetermined. >>

The ODE system can be solved, e.g. if `y5'[t]` is a constant.