Nirenberg is the surname of the following people:
- Louis Nirenberg (born 1925), mathematician
- Marshall Warren Nirenberg (1927 – 2010), biochemist and geneticist
- John Nirenberg (born 1947), professor and citizen
- Nadav Nirenberg (born 1985), trombonist, notably for ska-punk band Streetlight Manifesto
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