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Science1 publisher3 min readPublished

MIT pairs Raman spectra with single-cell sequencing on the same cells to barcode senescence

The MIT group measured skin and lung cells from 2-month-old and 26-month-old mice both ways at once, using the destructive sequencing read to label the optical one. Human tissue, the authors say, is next.

The Scientist · Science desk

Illustration accompanying MIT pairs Raman spectra with single-cell sequencing on the same cells to barcode senescence

What happened

  • MIT researchers report a way to identify senescent cells from light alone, pairing Raman microscopy with single-cell gene expression from the same cells to build identifying barcodes.
  • The measurements were made on skin and lung tissue from 2-month-old and 26-month-old mice, giving a young and an old comparison in two different tissues.
  • The senescence markers already in use, the cell-cycle proteins p16 and p21, can only be read by a process that destroys the cells being measured.
  • The paper appears in Nature Aging and the work sits inside the NIH's Cellular Senescence Network, which is chasing therapies against the tissue-damaging effects of these cells.

Compiled by The ScientistSomething wrong?How this is made

Why it matters

  • capability A readout that leaves cells alive makes time-course work possible: the same cells can be scored before and after an intervention instead of a fresh batch being sacrificed at each time point.
  • constraint The barcodes inherit their ground truth from mouse sequencing labels, so their accuracy in human skin or lung stays unknown until the same paired experiment is run on human tissue.
  • decision Anyone designing a senescence-targeting therapy now has to decide what a positive optical signal licenses, given that the same cell state supports embryonic development and tissue regeneration.

Both measurements came off the same cells. Raman microscopy shines near-infrared or visible light on a cell and reports its chemical composition without harming it [2]. RNA sequencing consumes the cell it reads [3]. Run the two techniques on separate populations and you have two descriptions with no link between them at the level of an individual cell. Run them on the same cells and each sequencing profile becomes a label for one optical signature, so the spectrum can stand in for the profile afterwards. The MIT group calls the paired signatures barcodes [4].

The samples were skin and lung tissue from 2-month-old and 26-month-old mice [6]. The older animals were thirteen times the age of the younger ones [8]. Two tissues test whether a signature travels beyond the one it was found in, and an increase in lipid synthesis, among the most dramatic changes the team saw, appeared in both lung and skin cells [7]. The sequencing was spatial, so a cell's position in the tissue sits alongside its expression levels and its spectrum [5].

"Our idea was to look at many different features to characterize senescence. That's why we wanted to combine both single-cell gene expression and Raman microscopy, so that we can characterize senescence from two complementary views," said Jian Shu, an assistant professor at Massachusetts General Hospital and Harvard Medical School and one of the paper's senior authors [13].

The state the barcode detects is not always harmful. Senescent cells play critical roles in embryonic development and tissue regeneration [14]. "Senescence is not just a pathological condition," said Peter So, director of MIT's Laser Biomedical Research Center and also a senior author [12].

The clinical version arrived as a hypothetical. "You can imagine that one day we may develop an endoscope that can look inside your body and identify cellular senescence," said Jeon Woong Kang, an MIT research scientist and a senior author [11]. The measurements in the paper were made in mouse cells, and the group is now working on adapting the method for human tissue [10].

Senescence itself is usually triggered by DNA damage and locks the cell cycle irreversibly, leaving cells that do not die but change shape, metabolism and gene expression [15]. The immune system normally clears them, and clears them less well with age; accumulation has been linked to sagging skin, muscle weakness, osteoarthritis and type 2 diabetes [16].

Whether a spectrum can substitute for a destructive assay depends on how often the barcode is wrong about cells it was not trained on. The account published by phys.org does not report that figure, or the number of mice and cells measured [19].

What to watch

  • A human-tissue version, and whether it reproduces lipid synthesis as a marker or turns up different ones.
  • A measurement taken through tissue in a live animal, the step between the dish and Kang's endoscope.
  • Whether other Cellular Senescence Network groups adopt Raman spectra as a shared, nondestructive readout.
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