I've combined two answers into one.
Bando and Kotschwar's real analyticity in space and time. As Ian Agol wrote, Shigetoshi Bando, by way of summable derivative of
curvature estimates of Bernstein type, proved that for a solution $(M,g(t)),$
$t\in(0,T)$, to the Ricci flow on a closed manifold, at each $t$ the metric
$g(t)$ is real analytic (in space). These summable estimates and the
consequent real analyticity result can be localized; see arXiv.1111.0355 by
Brett Kotschwar. Also, in arXiv.1210.3083, Kotschwar proves that $g(t)$ is
real analytic in both space and time. This involves careful estimates for
$t^{k+2\ell}|\nabla^{k}\partial_{t}^{\ell}\operatorname{Rm}|^{2}$. As Thomas
Richard wrote, backwards uniqueness was obtained by Kotschwar in arXiv.0906.4920.
The King-Rosenau solution is the only nonround ancient solution $S^2$. The following somewhat unrelated facts come to mind regarding long time existence backwards. By this I mean an ancient solution to the Ricci flow on a closed surface. Either it is flat or $R>0$. In the latter case, if it is also Type I, Hamilton proved that the solution must be a round shrinking sphere or its $\mathbb{Z}_2$ quotient. If it is Type II, then Daskalopoulos, Hamilton and Sesum proved that it must be the King-Rosenau solution or its $\mathbb{Z}_2$ quotient. Note that the King-Rosenau solution is rotationally symmetric and invariant under a reflection. Since (loosely speaking) its backwards limits are two opposing cigar steady solitons, one may think of the King-Rosenau solution as a heteroclinic orbit joining two cigars (fixed points modulo conformal diffeomorphisms) to the round sphere (a fixed point modulo scaling).
The cigar is the only nonflat noncompact 2-dimensional ancient solution. This additional comment is on $2$-dimensional noncompact long time solutions
to the backward Ricci flow, i.e., ancient solutions to the forward Ricci flow.
We indicate a key idea in the proof of Daskalopoulos and Sesum (Intern. Math. Res. Notices 2006) of their result
that any complete noncompact nonflat ancient solution to the Ricci flow
$(M^{2},g(t))$ with bounded curvature and finite width must be a cigar soliton.
Since $R>0$, there exists $f$ such that $\Delta f=-R$ (e.g., see A. Huber,
Comment. Math. Helv. 1957). Because $n=2$ implies $\operatorname{Ric}=\frac
{R}{2}g$, we can write a Bochner formula as
$$
\Delta\left( R+|\nabla f|^{2}\right) =2|\operatorname{Ric}+\nabla^{2}
f|^{2}+4\frac{|\operatorname{div}(\operatorname{Ric}+\nabla^{2}f)|^{2}}{R}+H,
$$
where the trace Harnack $H\doteqdot\Delta R+2|\operatorname{Ric}|^{2}-\frac
{1}{2}\operatorname{Ric}^{-1}(\nabla R,\nabla R)\geq0$ is nonnegative since
the solution is ancient. Remarkably, the right side of the display is the sum
of three nonnegative terms, whereas the left side is a divergence. Now take a
suitable exhaustion $\Omega_{i}$ of $M$. Integrating the display yields that
$\int_{\partial\Omega_{i}}\langle\nabla(R+\left\vert \nabla f\right\vert
^{2}),\nu\rangle ds$ is nonnegative, where $\nu$ is the unit outward normal to
$\partial\Omega_{i}$. It can be shown that this boundary integral tends to
zero as $i\rightarrow\infty$. This implies $\operatorname{Ric}+\nabla^{2}f=0$
and, by the classification of $2$-dimensional steady Ricci solitons, we must
be on a cigar.
See S.-C. Chu (Comm. Anal. Geom. 2007) for the case where the width is not finite.
Added December 13, 2013. Consider $2$-dimensional complete noncompact nonflat
ancient solutions with bounded curvature.
(1) By Richard Hamilton, there are no such Type I solutions.
(2) By Sun-Chin Chu, there are no such solutions with infinite width. His work
is based on the works of Wan-Xiong Shi and of Lei Ni and Luen-Fai Tam.
It would be interesting to see if there are other proofs of (2). For example,
assume that $u$ on $M^{2}\times(-\infty,0)$ satisfies $\frac{\partial
u}{\partial t}=-\Delta u$, $u>0$, and $\lim_{t\rightarrow0}u(t)=\delta_{x_{0}
}$.
(i) Can one prove that $\frac{d}{dt}\int uRd\mu\leq0$? Note that $\int
\frac{\partial}{\partial t}(uRd\mu)=\int(-R\Delta u+u\Delta R)d\mu$ is likely
to be zero (can we prove spatial decay of the backward heat kernel?).
(ii) Does there exist $\alpha(t)$ with $\lim_{t\rightarrow-\infty}\alpha(t)=0$
such that $u(x,t)\leq\alpha(t)$? Presumably one needs to use the infinite
width assumption here. Note that $\int(-\frac{\partial}{\partial t}
)(ud\mu)=\int(\Delta u+uR)d\mu$, while $\int uRd\mu\geq0$ is a bad sign for
showing $\int ud\mu$ decays backward in time.
If the answers to (i) and (ii) are yes, then $R(x_{0},0)\leq\alpha(t)\int
Rd\mu(t)\rightarrow0$ as $t\rightarrow-\infty$, which would imply that the
solution is flat, a contradiction.