Possibly, but it's not likely. Cold viruses spread easily from person to person. Most of the time, once you catch a specific virus, your body produces antibodies to ward off another invasion from the same virus. There are hundreds of different viruses that cause the common cold. What may seem like the same cold circulating through a household, workplace, or school is more likely a different viral strain.