Besides increasing your Tax Withholding on your W-4, consider contributing more to your Retirement Plan to lower your Taxable Income (or both).
Click this link for a Tax Bracket Calculator or this link for a W-4 Withholding Calculator.
Here's an article on Reducing your Taxable Income you may find helpful!
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