r/deeplearning - Feature data for LSTM - Can we use past labels as well as past features as inputs?

I've been playing around with LSTM to understand how they work. So, can we use the features as well as ALL labels from the past to predict the label today? For example -- Suppose I have the daily Open, High, Low, Close for an oil company and the oil Price. I collect the data for first 7 days. Shift all the oil prices down (shift all the labels down -- oil price for day 1 goes to day 2).