You can replace your transaction with same nonce, but different amount, think nonce as the id of your transaction.
In other words, you replace the transaction which have the id (nonce) with new detail transaction. If you want to cancel, just using 0 ETH amount to cancel it (nothing to send) but with using appropriate gas.
But i think you already got the answer from bitcointalk community now.