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Chang compares HOTAIR—which is a large intervening noncoding RNA, or lincRNA—to a train. It's a long, stringy molecule that carries various enzymes to Hox genes to regulate their expression. Like train cars, HOTAIR sections are modular, specific to their cargo. If Chang can figure out which RNA structures carry which enzymes, he may be able to predict the functions of lincRNAs other than HOTAIR.
But the challenge, he says, is the structures. The classic way to determine RNA structures, called reverse transcriptase PCR, is "tedious, a lot of work, and only successful on short pieces of RNA," he says. So his lab developed a way to separate lincRNAs into manageable pieces.
"If you have a chocolate bar with grooves along it, and you throw it on the ground, the pattern it breaks in will likely follow the grooves," says Chang. He uses chemicals to break the RNA at its thinnest and most exposed sections, like the grooves in the chocolate. Then his team sequences the fragments and pieces them together again. His lab used the technique, called parallel analysis of RNA structure, or PARS, to puzzle out structures of the full 3,000 RNAs in yeast cells. Their results appeared in Nature on September 2, 2010.

“I realized these cells have functional differences based on where they are. It's like a built-in address code.
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Howard Chang
In the spirit of data sharing, they've created an iPhone application to allow others to access the structures. Their own lab, of course, will use the data to find connections between the structures and functions of lincRNAs.
While this research sounds far removed from skin, Chang still practices dermatology, seeing patients once a week. It reminds him why HOTAIR and positional identity in skin cells are so important: they relate back to human disease.
"One of the biggest clues to a skin disease is where it occurs," he says. If a rash is on your hands and feet, that means something completely different than a rash that is only on your belly button." Understanding how cells code for their location using lincRNAs could explain why certain skin diseases affect only one area and maybe how to stop those diseases.
Recently, Chang's team found that HOTAIR is important in breast cancer. When breast cancer cells make too much HOTAIR, their address code—which should point to the breast—becomes jumbled, allowing the cancer to spread. The levels of HOTAIR in a primary breast tumor predict whether it will metastasize, the researchers concluded in an April 15, 2010, Nature article. Not something Chang expected to find when he asked a decade ago how skin cells age, he says, but no doubt a worthwhile finding. 
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