I mistakenly filed Married Filing Separate and should have filed Married Filing Joint. How do I correct this? Will this cause me any problems with IRS/ NY?

Because I did this, my wife's income was never reported. Is it worth changing or should she just file her own separately? My income is over 120k and hers is around 140k.