4D tracking

Flagellar kinematics

Description

Eukaryotic flagella drive propulsion, steering, and feeding flows across diverse systems, linking molecular regulation to cell-level behavior. Quantifying this link is a 4D measurement problem because the biologically relevant signal is the full 3D waveform evolving in time, often at beat frequencies that can approach ~100 Hz. Capturing these dynamics requires an unusual combination of high spatiotemporal resolution, large sampling volume, and computational efficiency. DHM® meets these constraints by recording the optical wavefront in a single hologram and enabling numerical refocusing and volumetric reconstruction without mechanical z-scanning, providing a scalable foundation for 4D flagellum tracking.

Unique advantages of Lyncée Tec DHM®

  • High temporal resolution: 194 volumes/s (standard DHM® camera), and up to 100,000 fps in high-speed DHM® configuration
  • Single-shot volumetric information: 3D volume encoded in one hologram, recovered by numerical refocusing (no mechanical z-scanning)
  • High precision: sub-micron 3D localization with ~50 nm axial precision.
  • Label-free: quantitative phase imaging enables measurements without dyes, closer to natural conditions for motility studies

Material and methods

  • Biological Model: Reclinomonas americana
  • DHM® T1000 with 4D-tracking software module

Results

DHM® has enabled the first direct quantification of the 3D motion of the flagellum of a phagotrophic flagellate, capturing highly non-planar waveforms in a label-free workflow. Characterizing the diversity of flagellar wave patterns provides the quantitative basis for a mechanistic understanding of how flagellates shape pelagic food webs, where locomotion and feeding currents drive trade-offs among prey encounter, nutrient uptake, energetic cost, and predation risk.

Publications

Precise 3D Tracking of Highly Non-planar Eukaryotic Flagellar Beating Patterns using Digital Holographic Microscopy

Patryk Nienaltowski, Jonasz Słomka, Federica Miano, Thomas Kiørboe, Clara Martínez-Pérez, Tristan Colomb, Yves Emery, and Roman Stocker

4D tracking of the R. americana flagellum, shown as an animation of the 3D trajectory (blue trace) and its projection onto the XY plane. Sampling at 200 volumes/s.

Reproductive Biology

Description

Sperm motility is a critical biomarker in reproductive biology and fertility research. Accurate analysis requires resolving rapid 3D flagellar beating together with complex swimming trajectories in confined environments, a challenge that conventional 2D microscopy cannot fully capture. DHM® enables label-free 4D sperm tracking through single-shot volumetric imaging, eliminating mechanical z-scanning while providing high spatiotemporal resolution across extended depths. The approach supports quantitative analysis of 3D flagellar waveforms, z-motion, and trajectory chirality in a unified workflow.

Unique advantages of Lyncée Tec DHM®

  • High temporal resolution: 194 volumes/s (standard DHM® camera), and up to 100,000 fps in high-speed DHM® configuration
  • Single-shot volumetric information: 3D volume encoded in one hologram, recovered by numerical refocusing (no mechanical z-scanning)
  • High precision: sub-micron lateral resolution and nanometer-range axial (z) resolution.
  • Label-free: quantitative phase imaging enables measurements without dyes, closer to natural conditions for motility studies
  • Comprehensive 4D motility analysis: links the 3D beat pattern to the resulting 3D swimming path, beyond 2D projections.
  • Large sampling depth for higher throughput: holographic reconstruction supports larger observation volumes

Material and methods

  • Biological Model: mice, bovine, and human sperms
  • DHM® T1000 with 4D-tracking software module

Results

DHM® enables quantitative 4D sperm motility analysis by capturing fast 3D flagellar beating together with complex swimming trajectories over time. High-speed holographic imaging reveals highly non-planar waveforms, traveling z-plane excursions, and coordinated rolling dynamics linked to trajectory chirality, uncovering biomechanical features inaccessible to conventional microscopy. The approach provides new insight into how sperm generate propulsion, regulate torsional forces, and maintain chiral memory during swimming.

Publications

Four-dimensional analysis by high-speed holographic imaging reveals a chiral memory of sperm flagella, PLOS ONE, Published: June 28, 2018

Michael Muschol, Caroline Wenders and Gunther Wennemuth

The sperm flagellum in 4D as shown in an animation of the 3D projection (blue trace) and its projections onto the XY, XZ, and YZ planes. Sampling 100 Fps. The traveling waves of z-plane excursions are easily seen. (Source PLOS ONE)

Lyncée Tec team provided us with a full system consisting of a DHM, incubation chamber and fluorescence module to easily acquire images of sperm cells without perturbing them. The 4D tracking capability of the Lyncée Tec microscope allows us to study the 3D trajectories in time of sperm cells at an unprecedented speed of 194 images per second without scanning. In combination with other software tools we were able to use Lyncée Tec tracking software to extract the full 4D trajectories of the sperm cells in the field of view. This novel feature helps us observe the sperm cells specific behavior and correlate it with clinical conditions.
This unique system allowed us to enter a completely novel field of research in male reproduction.

Professor Gunther Wennemuth, Institute of Anatomy, Essen University Hospital, Germany
Animated trajectory of a free swimming bull sperm during a 2.5 sec sequence. A green ball locates the head of the sperm and the color code of the trajectory displays the z value. A green helix that follows the path and a projection on a polar coordinate system in the top left corner of the video point out the clockwise chirality of the path. (Source PLOS ONE)

Microbial Motility

Description

Microbial motility drives processes ranging from grazing and chemotaxis to parasitic infection and environmental transport. Accurate characterization requires tracking microorganisms in fully three-dimensional environments, where conventional 2D microscopy often captures only projected trajectories or cells confined to the focal plane. DHM® enables label-free 4D microbial tracking through single-shot volumetric imaging, eliminating mechanical z-scanning while supporting scalable analysis across extended depths. The approach enables quantitative characterization of complex swimming behaviors, 3D trajectories, and population-scale motility dynamics with high spatiotemporal resolution.

Unique advantages of Lyncée Tec DHM®

  • High temporal resolution: 194 volumes/s (standard DHM® camera), and up to 100,000 fps in high-speed DHM® configuration
  • Single-shot volumetric information: 3D volume encoded in one hologram, recovered by numerical refocusing (no mechanical z-scanning)
  • High precision: sub-micron lateral resolution and nanometer-range axial (z) resolution.
  • Label-free: quantitative phase imaging enables measurements without dyes, closer to natural conditions for motility studies
  • Large sampling volume for higher throughput: 5 mm × 5 mm × 0.2 mm (L×W×H), with the axial range readily extended numerically via refocusing.

Material and methods

  • Biological Model: Vibrio coralliilyticus
  • DHM® T1000 with 4D-tracking software module

Results

DHM® enables quantitative 4D microbial tracking by resolving complex swimming behaviors and rapid reorientation events in fully three-dimensional environments. High-speed holographic imaging supports robust tracking through sharp turns and fast directional changes while simultaneously providing label-free quantitative phase measurements of cell size and morphology. Reconstruction of the full 3D volume preserves the spatial context of motion, revealing nearby obstacles, non-motile cells, and confinement features alongside microbial trajectories. This enables direct investigation of how local microenvironments shape swimming behavior and motility dynamics.

Vibrio coralliilyticus bacteria tracks. The colors represent the time during that section of the tracks. Two tracks (highlighted in red) capture an active reorientation behavior in the bacteria, demonstrating the capabilities of this approach to track bacteria also during sharp turns. Courtesy of Prof. Roman Stocker, Hydrodynamik und Grundwasser im Dept. Civil, Geomatic und Environmental Engineering, ETH Zürich.

“We have tried multiple other systems to track bacteria, and were very positively surprised by the ease of use and the near-immediate results we could obtain with the Lyncée solution”

Prof. Roman Stocker, Hydrodynamik und Grundwasser im Dept. Civil, Geomatic und Environmental Engineering, ETH Zürich.