UK researchers found that if the trees grew at an angle, they produced a special kind of wood that resulted in the higher sugar content.
Willow, a short rotation coppice crop, is widely grown as a source for the biofuel and biomass industries.
The findings appear in the Biotechnology for Biofuels journal.
"It would drastically reduce [the environmental impact of biofuels] because you would not need such a severe pre-treatment in the conversion process, which is currently one of the highest energy consumption steps in the process of converting woody biomass to biofuels," explained co-author Michael Ray, a researcher at Imperial College London.
Energy intensive pre-treatment processes are used to soften the wood before it goes through an enzymatic stage to break down the woody matter in order to produce biofuel.
"Our feeling is that these varieties that we know yield more sugar will need a much less severe pre-treatment process," Dr Ray told BBC News.
"Ultimately, we will work towards producing varieties that actually will not need any pre-treatment at all and will be able to dissolve them in enzymes without undergoing any pre-treatment processes."
He added that the findings could also improve the environmental performance of biofuels by increasing sugar yields, making the whole process more productive and cost effective.
"What we are really working towards here is sustainability, reducing the energy inputs and improving the energy and carbon balances, and reducing the competition for land that you could use for food production," he said.
Wind in the willows
Dr Ray and his colleague Dr Nicholas Brereton said the latest work built on previous work involving a wider study on willow varieties at the national collection at Rothamsted Research, which is the longest running agricultural research station in the world.
"We found in that study that certain varieties released more sugar than others, and in that same study we discovered that it had nothing to do with the total amount of sugars that were there, so we knew that it had to be something else that was causing the differences that we were seeing," Dr Ray recalled.
"The phenomenon we are investigating is a natural phenomenon that is observed in most trees. You get a special type of wood (known as reaction wood) laid down in response to environmental stimuli, such as tipping or wind, which induces these special woods to be formed."
"We found that the trees we tipped, compared with control trees that were not tipped, the different genotypes responded differently. Some of them did not release any additional sugar, even if you tipped them. Yet in others, there were very big differences."
Reaction wood has a different cellular characteristic to normal wood and is formed when branches or stems have been disturbed and the tree attempts to return to its original position. It is also known as tension wood in deciduous trees and compression wood in conifers.
Working alongside colleagues from the University of Highlands and Islands, Scotland, the pair found the same results in the environment as well, allowing them to conclude that it was the effect of tipping that was triggering the response in the trees.
Dr Ray said that more research was needed in order to understand the underlying mechanism and identify what advantages the production of "reaction wood" offered to naturally growing tree.
"We just know that it is a natural response that we hopefully will be able to utilise that in order to generate new varieties that will be easier to break down and use the sugars to produce biofuels," he observed.

The island, which has only been an international nation in the sport since January 2015, will host the division three tournament from 4-7 April 2017.
Jersey finished third this year, having come fifth on their debut in 2015
"This is fantastic for Jersey and fantastic for our squash community," Jersey director of squash, Nick Taylor, told BBC Radio Jersey.
Portugal, Sweden and Israel will be among the nations competing in Jersey.
"We had a delegate over who looked at the facilities and was very impressed with the club," Taylor added.
"It's great that we've been accepted, we just need to deliver a world-class event now.
"Last year there were players within the top 100 in the world."
Scientists have identified willow trees that yield five times as much sugar as ordinary varieties, "drastically reducing" the impact of biofuels.
[NEXT_CONCEPT]
Jersey is to host part of squash's European Team Championships for the first time.