3-nitropyridine-2-formaldehyde can be used as a pharmaceutical synthesis intermediate. The intermediate 3-nitro-2-vinylpyridine can be prepared by reacting 2-chloro-3-nitropyridine with tributyl vinyltin, and further prepared under the action of 4-methylmorino-n-oxide (refer to relevant literature)