Applying this big-picture approach to mouse brains, William E.  Allen, a Harvard junior fellow, and two other researchers, Timothy R. Blosser and Zuri A. Sullivan from the Zhuang and Dulac labs, identified how neuronal — or nerve — cells and non-neuronal cells changed during aging. In particular, the study revealed that aging and inflammation affected how genes were expressed by cells in both similar and distinct ways and in a spatially dependent manner.

“The idea that part of the brain aging process is related to inflammation has been hypothesized already,” said Dulac. “The experimental strategies we used — MERFISH, in combination with single-cell RNA sequencing — enabled us to look at the aging process very specifically and with high granularity.”

“We found that non-neuronal cells, such as glial and immune cells, appear to undergo more pronounced changes in gene expression and cell states than neurons. And these changes don’t happen uniformly in the brain,” said Zhuang, noting that subcortical white matter showed more pronounced alterations than the gray matter, notably in the non-neuronal oligodendrocytes, astrocytes, and microglia. “Since these various cells ensure efficient electrical impulses across the brain by producing a myelin sheath around axons, as well as provide metabolic support for neurons, modulate synaptic functions, and provide immune surveillances,” Zhuang said, “these changes could have a direct impact on the function of neural circuits.”

“If oligodendrocytes are not healthy and start to shed myelin” this can start a chain reaction affecting neurons as well as non-neuronal cells that will “basically disturb many functions in the entire brain,” said Dulac.

That was striking, said Dulac, because “ultimately, aging is associated with impairment in cognition, which is directly linked to neuronal function. But if many of the changes occur in non-neuronal cells, then we may have identified a multistep process in which inflammation primarily affects non-neuronal cells, which in turn leads to impairments in neuronal function.”

Breaking down this process offers the prospect of influencing, if not stopping, it. “If there were ways through lifestyle, for example through diet, exercise, or other processes, to actually reduce the inflammatory process associated with aging, then brain aging and associated impairments could also be reduced,” said Dulac.

For now, these findings provide a roadmap for ongoing research, studies made possible by techniques such as MERFISH. Being able to “comprehensively sample all different kinds of cells and a very large number of genes in intact tissue provides a rich resource of information that can allow us to generate new hypotheses for future studies,” said Dulac.

The collaboration between the two researchers began more than a decade ago. “A number of years ago Xiaowei contacted me because her lab had just developed a super-high-resolution microscopy technology, STORM, and she was very interested in looking at brain function using this,” recalled Dulac. “This led us to initiate a wonderful collaboration where we could, for the first time, observe brain synapses at super-high resolution.” Their first joint paper, published 12 years ago, led to a string of ongoing projects incorporating new techniques and the researchers’ complementary skills.

Zhuang also talks about her collaboration with Dulac with great enthusiasm. “In our collaborations, one plus one is much bigger than two,” said Zhuang. “While many of our collaborations are initiated by conversations between Catherine and me, in this study of mouse brain aging, the collaboration was initiated by Will Allen, a top-notch Junior Fellow who is interested in research in both of our labs.”