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Scientists map hair follicle formation across time and space, revealing organ development

August 21, 2026
in Medicine
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Scientists map hair follicle formation across time and space, revealing organ development

Scientists map hair follicle formation across time and space, revealing organ development

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Johns Hopkins scientists have created a molecular “time machine” that reconstructs how hundreds of hair follicles develop, offering an unprecedented view of organ formation at the scale of individual cells. The technique turns frozen three-dimensional tissue samples from mice into a kind of biological stop-motion animation, allowing researchers to follow the transformation of a tiny patch of skin into a mature hair-producing organ. The work, funded in part by the National Institutes of Health and published online in Cell on July 1, could help explain not only why hair growth fails, but also how other organs form and why development sometimes goes wrong.

Hair follicles are among the smallest and most numerous organs in the human body, yet their formation follows many of the same fundamental principles that govern the development of larger and more complex organs. Cells must first gather in the correct location, establish a precise orientation, communicate with neighboring cells and then specialize into distinct populations with different jobs. Those populations must continue to grow and reorganize until they produce a functional structure. Because mouse skin contains hundreds of follicles progressing through different developmental stages at the same time, it provides a natural collection of biological “frames” that can be arranged to reconstruct development over time.

“Our four-dimensional map of the hair follicle from mice serves as a model system for understanding broad-stroke fundamentals of how organs develop,” says Reza Kalhor, an associate professor of biomedical engineering at the Johns Hopkins University School of Medicine, who led the study. The researchers describe their approach as four-dimensional because it combines three-dimensional molecular information with a fourth dimension inferred from the developmental age of each follicle. Rather than watching one follicle continuously, they compare many follicles captured at different stages and use their molecular profiles to place them in chronological order.

The core of the project is a new molecular imaging method called 3D DNase-Enhanced Expression Profiling, or 3DEEP. The technique is designed to overcome a major obstacle in spatial gene-expression analysis: the presence of genomic DNA in tissue. DNA can interfere with chemical reactions used to detect messenger RNA, the short-lived molecules that carry instructions from genes to the cellular machinery responsible for making proteins. Messenger RNA reveals which genes are active in each cell, while its location shows where those cellular programs are operating within the developing organ. By removing genomic DNA from relatively large pieces of skin, the researchers were able to preserve and analyze fragile RNA molecules across entire hair follicles rather than examining only thin slices.

After preparing the tissue, the team labeled millions of RNA molecules according to their positions. The resulting data produced a detailed three-dimensional map of gene activity throughout the skin samples. The researchers then used molecular signatures to classify the different cell types present in each follicle, including cells that form the structural components of the organ and cells that guide its growth and specialization. This combination of spatial position, gene activity and cell identity allowed them to estimate the molecular age of individual follicles. The follicles could then be ordered from their earliest developmental stages to their most mature forms, creating a reconstructed sequence of organ formation.

The maps revealed a tightly coordinated progression. At first, precursor cells formed a localized thickening in the skin. These cells then organized themselves along an axis oriented perpendicular to the skin surface, establishing the basic geometry of the future follicle. In the next phase, the precursor population began differentiating into multiple cell types, each assigned a distinct role in building the organ. Finally, the newly specialized cells expanded, moved and reshaped the developing structure until it became a deep, mature follicle capable of producing a hair shaft. The animation interface created by biomedical engineer Jean Fan allows researchers to explore these changes interactively and examine how cellular patterns shift through the reconstructed timeline.

The scientists also used 3DEEP to compare normal mice with hairless mice carrying a mutation in Foxn1, a gene known to be essential for hair growth. The comparison showed that the mutant follicles did not simply stop growing at the beginning of development. Instead, they entered a delayed and disorganized developmental trajectory. Cells in the follicles of hairless mice were capable of proliferating, or dividing, at a higher rate than cells in normal follicles. However, the mutant cells were less able to mature and adopt specialized identities at the appropriate time. In a developing organ, rapid cell division without correctly timed differentiation can be destructive rather than beneficial.

The researchers say that the Foxn1 mutation disrupted the communication and timing required to coordinate follicle formation. As a result, the developing structures became unstable and collapsed before they could produce hair. “The Foxn1 mutation led to a breakdown in cellular communication and timing, causing the hair follicle organs to structurally collapse before hair had the chance to form,” says Soichiro Asami, the study’s first author and a doctoral candidate in Kalhor’s laboratory. Luis Garza, a professor of dermatology at Johns Hopkins and a co-author, says the maps provide a window into organogenesis by showing how a follicle grows from a small skin thickening into a deep, mature structure.

The researchers believe the method could eventually be applied to a broad range of biological problems. A three-dimensional molecular record of organ development may help scientists determine how inherited mutations alter cellular communication, identify the earliest stages at which developmental disorders emerge and clarify how tumors change their surrounding tissue over time. In hair biology, the same approach could help distinguish whether a condition is caused by defective cell proliferation, failed differentiation, disrupted signaling or a breakdown in the physical architecture of the follicle. Garza says that applying the technology to human samples could ultimately allow researchers to extract far more information from an individual patient and support more personalized treatment strategies.

For now, the study remains a mouse-based demonstration, and the reconstructed time dimension is inferred rather than recorded by continuously observing living follicles. Even so, the ability to capture large tissue regions while retaining molecular and spatial detail marks a significant advance in developmental biology. Kalhor, Asami, Fan, Garza and their colleagues say that 3DEEP offers a way to study organ formation as a coordinated process involving thousands of cells rather than as a series of isolated snapshots. By revealing how location, gene activity, cell identity and developmental timing interact, the technology may provide a new framework for understanding how organs are built—and how seemingly small errors can cause them to fail.

Subject of Research: Three-dimensional and four-dimensional molecular mapping of hair follicle development, including the effects of the Foxn1 mutation in hairless mice.

Web References: Cell research article; CellCarto-3DEEP interactive interface; Reza Kalhor profile; Luis Garza profile.

References: Cell; Johns Hopkins Medicine; National Institutes of Health; Simons Foundation; David and Lucile Packard Foundation.

Keywords: hair follicle development, organogenesis, 3DEEP, spatial gene expression, molecular imaging, four-dimensional biology, Foxn1, hair loss, biomedical engineering, developmental biology, single-cell analysis, tissue mapping

Tags: 3D tissue sample analysisbiological stop-motion animationcellular differentiation in skin developmentdevelopmental biology of skin and hairhair follicle developmenthair growth failure mechanismsimplications for regenerative medicinemolecular techniques for tissue reconstructionorgan formation in mammalsorganogenesis at the cellular levelstem cell communication in organ developmenttissue morphogenesis in mice
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