— What about experimental verification?
— When molecular biologists welcomed our theory in 2015, we knew we had to perform an experiment. But how exactly? For starters, we would try to break those motors or make the cell stop reproducing them, and see what happens. If our assumptions were correct, then some patterns on the maps would either disappear or change. Secondly, as I've mentioned before, there are these signals that stop the motors. It's not chaotic traffic like a rally in the desert. It's highly regulated traffic, with traffic lights, stop signals, and all the rest of it. We also had to disable the entire class of molecules that gave the stop signals, and see how the maps would change.
We did two experiments, followed by a series of articles in 2017 (we contributed to some of those papers, but not all of them). Our experiments confirmed that when the motors are removed, the exact things happen that we had predicted. If I’m not mistaken, five different articles came out in 2017 from five different groups that had eagerly joined the project all at the same time. All articles confirmed our theory.
But that wasn't the end of it. There exist numerous alternative theories out there that can be manipulated in such a way that they will appear to be informed by the same experiments. The leading alternative theory stated: "There are no such motors. They simply don't exist. That's not the way things work. Because we've never seen any evidence of those motors". Their main argument is this: "We've never seen a molecule binding to DNA and forming, or growing a loop that grows like this".
In 2015 and 2016, I consulted with some researchers who focus not on cells, but on individual molecules – it’s called single-molecule biophysics. They take a single molecule and examine how one single molecule interacts with another. It's an entirely fantastical field of study, in my view.
I used to work with researchers in this field, but at that time I failed to bring any of them over to my side. They all said, "Yeah, it's fascinating, but it's too complicated". This went on until a colleague of mine, a biophysicist at Delft University of Technology, Cees Dekker, who shares a last name with my colleague in Massachusetts, independently performed the following experiment. He took one of the molecules that we had predicted to be a motor, took a piece of DNA, pasted the material to the glass and inspected it under a microscope. And – lo and behold! – the molecule bound itself to the DNA! Cees provided a molecule with the source of energy, and it slowly began to grow a loop.
He sent me an email saying, "Leonid, we obtained an incredibly interesting result. Let's talk". We had a phone conversation. As it happened, I was on my way to a conference in Europe, but I made a stop in Delft first. We stared into the microscope together. Despite being a theoretician, I wanted to know how the assembly was set up. It was a really exciting moment. When I flew to Berlin from there, it felt like I was flying on my own wings. The whole flight I kept marveling at how spectacularly things had worked out. It was like a novel: a prediction, followed by experiments, a tsunami of skepticism and denial, then suddenly another physicist says, "We can do this", and he goes and does it! From that point on (early 2018) until just before the pandemic hit (end of 2019), a series of articles came out reporting similar experiments, demonstrating that other molecules of the same class behave likewise. There was this one crucial molecule that aroused the most skepticism. And it seems to be DNA's prime engine through all phases of the cell's life-cycle, except during cell division. Thе molecule is called cohesin. It stood there like a last-ditch outpost of resistance, and people were saying, "Well, those are the molecules that compress the chromosome... Because that's where compression is needed. It's obvious. Yeah, that's probably how it works. In fact, we've known all along that's how it works. But not with cohesin. It's impossible with cohesin because there's no compression involved, it's a much more subtle DNA traffic process".
I was at this conference in Austria in September 2019. All of a sudden, they announced a "surprise" presentation after the coffee break. Everyone began to wonder, "Could this be about cohesin being a motor too?" People were whispering to each other. Everyone returned to the auditorium. I was there, too, sitting in a side chair. The presentation was by the lab of a colleague of ours from Vienna. It wasn't him doing the presentation, but a postdoc of his. They had performed the same experiment that Cees Dekker had done earlier, except they used cohesin, demonstrating that cohesin is also a motor, and one of the same class. A collective gasp echoed through the audience. No applause, but this distinct audible reaction.
— A murmur?
— Yes, a murmur of sorts, the way it sounds in a small room seating about 150. That truly was the moment when everything was illuminated. The question of whether DNA motors exist was now resolved. Those motors exist in all life forms. They exist in bacteria, in archaea, and in all eukaryotes. They certainly exist in humans.
— What physical mysteries of biological molecules do you consider important to unravel in the foreseeable future?
— That's two questions at once. One is what those mysteries are, the other is what it takes to solve them. It's hard work to predict mysteries. What it takes to solve them is a good research question. There exist numerous gigantic international research groups focused on data collection. I do not question the benefits of data mining as data can be useful in many ways. But that's just not my style. A colleague once said to me (I loved the expression, and it kind of stuck in my memory), "My lab is an intellectual boutique". We love what we do. Every product, every article. Every article is one of its kind – we write it with lots of insight and with extreme care. Every sentence, literally every word we write together, as a team. We could say we run a boutique in that everything about it is creative, and every person is creative. We keep these huge balls of wool yarn in the lab that we play with to visualize DNA coiled up like a tennis ball. We paint pictures. My students ride bikes around the premises. They have fastened some bicycle tires to the wall. We have some old computer parts attached to the walls elsewhere in the lab. They took a glass pickle jar, stuffed it full of old memory chips, and labeled it "Memory Preserved". And so on. This creative vibe, this teamwork atmosphere I think is essential. It has to be there if you hope to unravel any "secrets".
Networking and artificial intelligence can help find solutions for lots of issues. However, in most cases neither of them leads to cutting-edge insights. Here, intuition leads the way, but intuition cannot be gained from either of those great things. And yet the data they generate is crucial. Data mining and machine learning are valuable. But a breakthrough usually follows the moment of intuition. The playful atmosphere we cultivate in the lab, and our playing with those molecules... I think it's the fertile ground of intuition.