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2D vs. 3D Evaluation of osteocyte lacunae - methodological approaches, recommended parameters, and challenges: a narrative review by the European Calcified Tissue Society (ECTS)

2D vs. 3D Evaluation of osteocyte lacunae - methodological approaches, recommended parameters, and challenges: a narrative review by the European Calcified Tissue Society (ECTS)
2D vs. 3D Evaluation of osteocyte lacunae - methodological approaches, recommended parameters, and challenges: a narrative review by the European Calcified Tissue Society (ECTS)
Purpose of review: Quantification of the morphology of osteocyte lacunae has become a powerful tool to investigate bone metabolism, pathologies and aging. This review will provide a brief overview of 2D and 3D imaging methods for the determination of lacunar shape, orientation, density, and volume. Deviations between 2D-based and 3D-based lacunar volume estimations are often not sufficiently addressed and may give rise to contradictory findings. Thus, the systematic error arising from 2D-based estimations of lacunar volume will be discussed, and an alternative calculation proposed. Further, standardized morphological parameters and best practices for sampling and segmentation are suggested.

Recent findings: We quantified the errors in reported estimation methods of lacunar volume based on 2D cross-sections, which increase with variations in lacunar orientation and histological cutting plane. The estimations of lacunar volume based on common practice in 2D imaging methods resulted in an underestimation of lacunar volume of up to 85% compared to actual lacunar volume in an artificial dataset. For a representative estimation of lacunar size and morphology based on 2D images, at least 400 lacunae should be assessed per sample.
3D Imaging; CLSM; Lacuna; Lacunar volume; Microct; Nanoct; Osteocyte; Synchrotron
396-415
Goggin, Patricia
ae6ef405-3ad5-4485-a3d5-46a736b90544
Vom Scheidt, Annika
33c09b81-2dda-4403-8cd5-773c394cd2e1
Krug, Johannes
2813b75d-923d-41c8-8a57-d02338ca4f1c
Bakker, Astrid Diana
becc1487-b59a-43dd-9bc8-4c1b0a7bd86c
Busse, Bjorn
99460e1f-6224-42c3-abd2-0f7faf3ef5eb
Goggin, Patricia
ae6ef405-3ad5-4485-a3d5-46a736b90544
Vom Scheidt, Annika
33c09b81-2dda-4403-8cd5-773c394cd2e1
Krug, Johannes
2813b75d-923d-41c8-8a57-d02338ca4f1c
Bakker, Astrid Diana
becc1487-b59a-43dd-9bc8-4c1b0a7bd86c
Busse, Bjorn
99460e1f-6224-42c3-abd2-0f7faf3ef5eb

Goggin, Patricia, Vom Scheidt, Annika, Krug, Johannes, Bakker, Astrid Diana and Busse, Bjorn (2024) 2D vs. 3D Evaluation of osteocyte lacunae - methodological approaches, recommended parameters, and challenges: a narrative review by the European Calcified Tissue Society (ECTS). Current Osteoporosis Reports, 22 (4), 396-415. (doi:10.1007/s11914-024-00877-z).

Record type: Article

Abstract

Purpose of review: Quantification of the morphology of osteocyte lacunae has become a powerful tool to investigate bone metabolism, pathologies and aging. This review will provide a brief overview of 2D and 3D imaging methods for the determination of lacunar shape, orientation, density, and volume. Deviations between 2D-based and 3D-based lacunar volume estimations are often not sufficiently addressed and may give rise to contradictory findings. Thus, the systematic error arising from 2D-based estimations of lacunar volume will be discussed, and an alternative calculation proposed. Further, standardized morphological parameters and best practices for sampling and segmentation are suggested.

Recent findings: We quantified the errors in reported estimation methods of lacunar volume based on 2D cross-sections, which increase with variations in lacunar orientation and histological cutting plane. The estimations of lacunar volume based on common practice in 2D imaging methods resulted in an underestimation of lacunar volume of up to 85% compared to actual lacunar volume in an artificial dataset. For a representative estimation of lacunar size and morphology based on 2D images, at least 400 lacunae should be assessed per sample.

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More information

Published date: August 2024
Keywords: 3D Imaging; CLSM; Lacuna; Lacunar volume; Microct; Nanoct; Osteocyte; Synchrotron

Identifiers

Local EPrints ID: 509611
URI: http://eprints.soton.ac.uk/id/eprint/509611
PURE UUID: f89107ae-67db-4d6c-8cba-ff92dedc8868

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Date deposited: 26 Feb 2026 17:46
Last modified: 26 Feb 2026 17:46

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Contributors

Author: Patricia Goggin
Author: Annika Vom Scheidt
Author: Johannes Krug
Author: Astrid Diana Bakker
Author: Bjorn Busse

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