Question: If we consider the the relativistic Lorentz force law:

$$\frac{d}{dt} (m\gamma \vec{u})=e(\vec{E}+\vec{u} \times \vec{B})$$

How can we deduce:

$$\frac{d}{dt} (m\gamma c^2)=e \vec{E} \cdot \vec{u}$$

Clearly dotting with $\vec{u}$ will give us the RHS.
Which leaves us:

$$\vec{u} \cdot \frac{d}{dt} (m\gamma \vec{u})=e \vec{u} \cdot \vec{E}$$

Could anyone help explain how to proceed and if this is the correct method?

EDIT: If it helps: with reference to these notes i'm working through:
<http://www.maths.ox.ac.uk/system/files/coursematerial/2012/2393/8/WoodhouseLectures.pdf>
Page 86, eq (178), the paragraph underneath states 'The ﬁrst equation (which follows from the second)', this is what i'm trying to prove (a warning, the notes are riddled with errors..).

Answer: 
Let's set $c=1$ for simplicity.

Using your observations, it suffices to show that (just combine the second and third equations you write down)
$$
 \dot \gamma = \vec u \cdot \frac{d}{dt}(\gamma \vec u).
$$
To prove this, the following facts are useful:
$$
 \dot \gamma = \gamma^3\vec u \cdot\dot{\vec u}, \qquad \gamma^2\vec u^2 +1 = \gamma^2. 
$$
Now just compute
\begin{align}
\vec u \cdot \frac{d}{dt}(\gamma \vec u)
 &=\vec u \cdot (\dot \gamma \vec u + \gamma \dot{\vec u}) \\
&=\vec u \cdot (\gamma^3(\vec u \cdot \dot{\vec u})\vec u + \gamma \dot{\vec u}) \\
&= \gamma \vec u \cdot \dot{\vec u}(\gamma^2 \vec u^2 + 1) \\
&= \gamma^3\vec u \cdot\dot {\vec u} \\
&= \dot \gamma
\end{align}
The LHS of the equation you're trying to get to is none other than the time rate of change of the [(relativistic) kinetic energy](http://en.wikipedia.org/wiki/Kinetic_energy#Relativistic_kinetic_energy_of_rigid_bodies) once you add back in the derivative of the constant term - *mc*^2. 

The relativistic analog of the Newtonian relation Force-dot-velocity = rate of change of K.E. holds as well. From here you just substitute the force law and the desired formula results as expected.