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Spatial transcriptomics of developing human knee

Postdoctoral Researcher

I study how novelties arise over the course of evolution and development — using the vertebrate skeleton as a window into 400 million years of change.

InstitutionHarvard University
Capellini Lab
FieldEvolutionary
Developmental Biology
LocationCambridge, MA

Research Focus

Evolutionary novelties

Species across deep time

  • Homo sapiensHuman, extant
  • Xenopus tropicalisFrog, 350 mya
  • Danio rerioZebrafish, 420 mya
  • Petromyzon marinusLamprey, 500 mya

Anatomical focus in Homo sapiens

  • PelvisRe-architected for bipedalism — the load-bearing hinge between spine and legs.
  • HipBall-and-socket joint where the femoral head meets the acetabulum — remodelled for upright gait and weight bearing.
  • HyoidThroat skeleton derived from ancestral gill arches. Central to speech and swallowing.
  • KneeThe largest synovial joint — cartilage, menisci, and ligaments under constant load.

Methods applied across all organisms

  • DNA / GeneticsComparative single-cell RNA sequencing integrated with spatial transcriptomics to study the underlying gene expression patterns.
  • CRISPRTargeted gene editing to test developmental hypotheses.
  • CT scanningNon-destructive 3D imaging of skeletal morphology in embryos and comparative museum specimens.
  • HistologyTissue-level architecture of bone, cartilage, and ligament using staining methods like trichrome and H&E.
  • ATAC-seqOpen-chromatin profiling at single-cell level to study which regulatory regions are active during skeletal morphogenesis.
  • Single-cellGenerate cell-type atlases across development and species to understand deep homology.

Research

Selected projects · 3 of 4All chapters →

Evolution has produced remarkable structures — from the fused tail rod that lets frogs jump to the broad pelvis that lets humans walk upright. These are evolutionary novelties: structures that appear in one group of animals but have no clear counterpart in their ancestors.

01Pelvis

Evolution of human bipedalism

A multifaceted study — histology, comparative genomics, and spatial transcriptomics across 100+ embryonic tissue samples from humans and ~24 primate species — uncovering the developmental basis of the uniquely human pelvis.

Senevirathne et al. 2025Read →
02Hip · Knee

Evo-devo of bipedal joints

Two clinically critical synovial joints — hip and knee — examined through scRNA-seq, scATAC-seq, and high-resolution spatial transcriptomics to map joint-specific cellular and regulatory atlases.

Manuscripts in prepRead →
03Frog · Urostyle

Developmental origins of the anuran urostyle

The urostyle — a fused bony rod at the end of the frog vertebral column — is an evolutionary novelty that arose nearly 200 million years ago. Its developmental origins had long been poorly understood.

PNAS · Open BiologyRead →