Solving the Crystal Architecture of Coccoliths Using 4D-STEM

Marine phytoplankton form functional biominerals with intricate morphologies and architectures. Coccolithophores occupy a special position among these organisms because of their production of intricate calcite scales, called coccoliths. Although coccolith morphologies differ across different species, crystals are organized around an organic matrix systematically to form an arrangement of astounding symmetry. We demonstrate the opportunities emerging from four-dimensional scanning transmission electron microscopy (4D-STEM), to spatially solve the crystallography of such biominerals. Through the development of a computational pipeline, which automatically solves the orientation at image pixels corresponding to crystals, we can map the orientation of the entangled and overlapping crystalline building blocks composing the coccolith. The present work exemplifies how parallel real space and diffraction space recordings can facilitate and improve the throughput of deciphering the complex network of biomineral superstructures.

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Publication Details

Journal
Microscopy and Microanalysis
Published
2025-09-03
DOI
https://doi.org/10.1093/mam/ozaf087
Primary Topic
Calcium Carbonate Crystallization and Inhibition
Type
article
Field-Weighted Citation Impact
0.00

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article

Solving the Crystal Architecture of Coccoliths Using 4D-STEM

Lothar Houben, Lia Addadi, Assaf Gal, Rebecca C Leghziel
Microscopy and Microanalysis
Calcium Carbonate Crystallization and Inhibition
article

Solving the Crystal Architecture of Coccoliths Using 4D-STEM

Lothar Houben, Lia Addadi, Assaf Gal, Rebecca C Leghziel
article en

Abstract

Marine phytoplankton form functional biominerals with intricate morphologies and architectures. Coccolithophores occupy a special position among these organisms because of their production of intricate calcite scales, called coccoliths. Although coccolith morphologies differ across different species, crystals are organized around an organic matrix systematically to form an arrangement of astounding symmetry. We demonstrate the opportunities emerging from four-dimensional scanning transmission electron microscopy (4D-STEM), to spatially solve the crystallography of such biominerals. Through the development of a computational pipeline, which automatically solves the orientation at image pixels corresponding to crystals, we can map the orientation of the entangled and overlapping crystalline building blocks composing the coccolith. The present work exemplifies how parallel real space and diffraction space recordings can facilitate and improve the throughput of deciphering the complex network of biomineral superstructures.

Microscopy and MicroanalysisVol. 31(5)
American Committee for the Weizmann Institute of Science (US), Weizmann Institute of Science (IL)
Weizmann Institute of Science
Openalex Percentile: Top 82%
Calcium Carbonate Crystallization and Inhibition
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