It's definitely possible, although it looked like you had some white smoke after the first few cranks so you are at least getting some fuel right away.
If you haven't already checked the glows, use a multi-meter to check for continuity/resistance for each plug. Just connect the positive lead to the powered side of the plug and the negative lead to the cylinder head. If it reads infinite or overload (depending on your meter) then you need new plugs. If they are good, there will be a small amount of resistance, somewhere around or below 1.5-3Ω, above that and its probably time for a new set. Would also be a good time to quickly check that you are getting power to the plugs when the glows are switched on.
If you are running a manual glow setup (wilson switch), you will want 10.5v plugs.
My 1HZ refused to start when it was below 35*, and a set of dead 6v plugs were the cause.
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