4D Spatial Transcriptomics Viewer

Planarian Regeneration — Dynamic Morphogenetic Gradients & Regenerative Domains in Schmidtea mediterranea
bioRxiv 2026.02.18.706529 • Cui et al., Nature Communications (2023) • 10x Visium + scRNA-seq
Spatial Spots
59,506
10x Visium, 6 timepoints
Single Cells
55,014
scRNA-seq, 8 timepoints
Median UMIs/Spot
21,388
High-depth spatial profiling

Planarian Regeneration — A Model of Whole-Body Repair

Planarians (Schmidtea mediterranea) are freshwater flatworms with extraordinary regenerative ability — they can regrow any missing body part, including the entire head and central nervous system, from a tiny fragment. This power stems from neoblasts, pluripotent adult stem cells comprising ~25–30% of somatic cells.

This viewer explores the 4D spatiotemporal transcriptomic atlas of planarian regeneration, combining spatial transcriptomics (10x Visium) with single-cell RNA-seq across the complete regeneration timeline (0h → 7 days post-amputation).

Key advance: First comprehensive 3D spatial + temporal atlas of planarian regeneration — revealing dynamic morphogenetic gradients, regenerative domains, and the critical role of plk1 in blastema initiation.

Study Design

Spatial transcriptomics: 89 whole-worm coronal cryosections at 6 timepoints (0, 6, 12, 24 hpa; 3, 7 dpa) profiled with 10x Visium.

scRNA-seq: Same batch samples at 8 timepoints (adding 2 and 5 dpa).

3D reconstruction: Serial sections integrated via Cell2location + STAGATE + Imaris to build volumetric cell-type maps.

Analysis pipeline: Hotspot spatial modules → spatially variable genes → functional screening → RNAi validation.

Key Discoveries

  • Novel omnipotent neoblast subcluster with unique marker genes
  • Spatial modules capturing wound-specific and pole-specific expression
  • plk1 identified as critical early-response gene for blastema formation
  • Dynamic reshaping of morphogenetic gradients during regeneration
  • 3D cell-type distribution maps at each timepoint
  • Online resource: STAPR visualization platform

Planarian Body Plan

Brain Pharynx Anterior Posterior notum, sFRP-1 (Wnt inhibitors) wnt1, wnt11-1 (Wnt ligands) ● Neoblasts distributed throughout body (~25-30% of cells)

Spatial Gene Expression Body Map

Select a gene or pathway to visualize its spatial expression pattern across the planarian body. Expression intensity is shown as a color gradient on the body silhouette.

Spatial Expression Heatmap

Anterior-posterior expression levels for selected morphogens (normalized, log-scale):

Dorsal-Ventral Axis Genes

BMP/Wnt crosstalk patterns orthogonal body axes:

Position Control Genes (PCGs)

These genes form concentration gradients along body axes, serving as spatial coordinates for regenerating tissue:

wnt1 wnt11-1 wnt11-2 wnt11-5 notum sFRP-1 sFRP-2 bmp4 nog1 admp hedgehog patched smedwi-1 smedwi-2 foxD teashirt plk1 egr-1

Morphogenetic Gradient Explorer

Morphogen gradients provide positional information during regeneration. Explore how the three major signaling pathways pattern the planarian body along two orthogonal axes.

Anterior-Posterior Axis: Wnt Gradient

Low Wnt High Wnt Anterior (head) Posterior (tail) High notum Low notum notum (Wnt inhibitor) creates opposing gradient → net Wnt activity encodes A-P position β-catenin nuclear localization: low anterior → high posterior

Dorsal-Ventral Axis: BMP Gradient

Dorsal (bmp4 high) Ventral (nog1 high) Cross section

BMP4 activity is highest dorsally; the BMP inhibitor noggin-1 (nog1) is expressed ventrally, creating the D-V axis.

Medial-Lateral: Hedgehog & Slit

Midline slit/hedgehog: midline → lateral gradient

Slit and Hedgehog signaling pattern the medial-lateral axis, with highest expression at the ventral midline.

Gradient Interaction Simulator

Adjust morphogen concentrations to see how the combinatorial code specifies regional identity:

20%
50%
50%
Predicted Region
Anterior-Dorsal
Cell Types
Neurons, Glia
Regeneration Speed
Fast

Regeneration Timeline

Click a timepoint to explore the spatial transcriptomic snapshot at each stage of planarian regeneration.

0 hpa
6 hpa
12 hpa
24 hpa
3 dpa
7 dpa

Neoblast Proliferation Dynamics

Gene Module Activation

plk1: Critical Blastema Initiator

Discovery: Spatial module analysis identified plk1 (Polo-like kinase 1) as an essential early-response gene. RNAi knockdown of plk1 completely blocks blastema formation and prevents regeneration — establishing it as a master switch for the regenerative program.

Cell Type Atlas

The planarian body contains ~40 distinct cell types, all derived from neoblast stem cells. Spatial transcriptomics reveals their precise distribution and dynamics during regeneration.

Cell Type Composition

Cell Type Database

Cell TypeProportionKey MarkersLocationRegen Role

Neoblast Subtypes

Spatial Distribution Score

Signaling Pathway Network

Planarian regeneration requires coordinated activation of multiple signaling pathways. These interact to establish polarity, drive proliferation, and specify cell fate.

Core Regeneration Pathways

🔵
Wnt/β-catenin
A-P polarity master regulator. wnt1→posterior, notum→anterior
🟠
BMP/Smad
D-V axis patterning. bmp4=dorsal, nog1=ventral
🟢
Hedgehog
M-L axis, midline organizer. Interacts with Wnt
🟣
FGF/FGFR
Pharynx & gut regeneration. Regional cell fate
🔴
EGFR
Wound response, proliferation control. Early activation
🟡
Hippo/Warts
Organ size control. Restricts growth after regeneration
💠
Notch
Progenitor maintenance, cell fate decisions in lineage
ERK/MAPK
Immediate wound signal, proliferation trigger. First ~6h

Pathway Crosstalk Network

Wnt/ β-catenin BMP Smad Hedgehog EGFR ERK/ MAPK Hippo/ Warts Notch Neoblast Stem Cell mutual inhibition size control Activation Inhibition

Pathway Activity Over Regeneration

Bibliography

  1. Cui, G. et al. "Spatiotemporal transcriptomic atlas reveals the dynamic characteristics and key regulators of planarian regeneration." Nature Communications 14, 3205 (2023). DOI
  2. "4D Single-Cell Spatial Transcriptomics Reveals Dynamic Morphogenetic Gradients and Regenerative Domains in Planarians." bioRxiv 2026.02.18.706529 (2026). DOI
  3. Kleshchevnikov, V. et al. "Cell2location maps fine-grained cell types in spatial transcriptomics." Nature Biotechnology 40, 661 (2022).
  4. DenBoer, M. L. et al. "Planarians employ diverse and dynamic stem cell microenvironments." bioRxiv (2023).
  5. Gurley, K. A., Rink, J. C. & Alvarado, A. S. "β-catenin defines head versus tail identity during planarian regeneration and homeostasis." Science 319, 323 (2008).
  6. Molina, M. D. et al. "Noggin and noggin-like genes control dorsoventral axis regeneration in planarians." Current Biology 21, 300 (2011).
  7. Rink, J. C. et al. "Planarian Hh signaling regulates regeneration polarity and links Hh pathway evolution to cilia." Science 326, 1406 (2009).
  8. Wagner, D. E. et al. "Clonogenic neoblasts are pluripotent adult stem cells that underlie planarian regeneration." Science 332, 811 (2011).
  9. Fincher, C. T. et al. "Cell type transcriptome atlas for the planarian Schmidtea mediterranea." Science 360, eaaq1736 (2018).
  10. Petersen, C. P. & Reddien, P. W. "Wnt signaling and the polarity of the primary body axis." Cell 139, 1056 (2009).
  11. Hill, E. M. & Petersen, C. P. "Wnt/Notum spatial feedback inhibition controls neoblast differentiation to regulate reversible growth of the planarian brain." Development 142, 4217 (2015).
  12. Stückemann, T. et al. "Antagonistic self-organizing patterning systems control maintenance and regeneration of the anteroposterior axis in planarians." Developmental Cell 40, 248 (2017).