The Most Comprehensive Source of Stereology Information on the Web

Stereology Information for the Biological Sciences

This site introduces both basic and advanced concepts of Stereology. The emphasis is on the use of stereology in biological research, though anyone interested in learning concepts of stereology will find something of interest. The application of stereological methods to biological studies permits researchers to effectively and efficiently gather unbiased, accurate data. This site is dedicated to helping researchers understand the principles of design-based stereology and its advantages over less sophisticated approaches in quantitative histology.

What is Stereology?

Design-based stereology is a set of methods to ensure rigorous quantitative analysis of the size, shape, and number of objects. When properly used, stereology plays an important role in validating and rejecting experimental hypotheses in biological research. It produces results that are unbiased, efficient, and more reliable than other ad hoc quantitative analyses. Unbiased stereology provides an important contribution to the advancement in biological research by improving the consistency and dependability of quantitative analytical results produced in the laboratory and reported in scientific publications.

An Introduction to Stereology Probes

The most modern unbiased stereology probes are used to quantify aspects of biological tissue in a reproducible and efficient manner. These stereological probes are appropriate for many fields of basic and applied biological and medical research. These probes should always be used in conjunction with systematic random sampling.

OPTICAL FRACTIONATOR to estimate NUMBER of cells

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Estimate the size of cell populations with the optical fractionator in thick tissue sections. In this probe, sub-volumes are sampled and then are extrapolated to arrive at an estimate of the entire cell population. A virtual space called an optical disector is used in thick sections that can be oriented anyway you like. Disector counting rules are followed to avoid overestimating, and an oil objective lens is employed for imaging, since fine z-resolution is needed to find the leading edge of the cell and to have enough focal planes to determine if it is in the disector. Note: avoid counting pieces of cells when you really want to count whole cells.    OPTICAL FRACTIONATOR

 

NUCLEATOR to estimate VOLUME of cells

Estimate individual cell volumnucleator-2es with the nucleator. A point in the cell is identified, then one to four rays are marked and their mean length is used in the formula for the volume of a sphere, generating an estimate of the cell volume. The volume estimate is number-weighted; the sampling is done with a disector in thick sections so that it is not more likely to sample larger cells than smaller cells. It is important to use a method to select cells without bias by picking them in a manner that does not favor any position of the cell in space; you won’t overestimate by sampling too many larger cross-sections or underestimate by sampling too many smaller cross-sections.    NUCLEATOR

 

CAVALIERI POINT-COUNTING to estimate VOLUME of regions

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This probe is versatile in that it can be used on thin optical or physical sections that are oriented according to the preference of the researcher. A fraction of the tissue is marked with points over the region(s) of interest, and an extrapolation is carried out to arrive at the estimate. Unbiased estimates of regional volume are easy to obtain efficiently using Cavalieri point-counting.     CAVALIERI/POINT-COUNTING

 

SPACEBALLS to estimate LENGTH of fibers and vessels

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Estimate length of biological filaments such as axons or blood vessels without facing the herculean task of tracing them all. Instead the intersections of the filaments with a virtual sphere are marked and converted to a length estimate. Thick sections may be oriented as the researcher prefers. This probe is implemented along with the fractionator method; a volume-fraction is sampled and extrapolated using the reciprocal of the volume fraction to arrive at the estimate of length.    SPACEBALLS

 

ISOTROPIC FAKIR to estimate SURFACE of membranes

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To estimate surface area, a triplet of line segments that has the property of being isotropic in space is used to probe in thick sections. Intersections of the triplet with the surface are counted and a formula is used to arrive at an estimate of the surface area; the more intersections recorded the greater the surface. Like the other regional probes on this page, thick, preferentially oriented sections are used and the fractionator method works to make an extrapolation based on the fraction of volume that was sampled.     ISOTROPIC FAKIR

more probes including solutions for thin tissue sections

 

Recommended Readings

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Recent Noteworthy Stereology Publications

Published papers using unbiased stereology; last updated on 11.04.2025.

starindicates that the researchers did a good job reporting stereological parameters. To see what parameters should be reported, click here.

Brain on the Mend: iMSC-Based Therapies Promote Functional Recovery in Rats with Neonatal Hypoxic-Ischemic Brain Injury

Tie2-Dependent Mechanisms Influence Leptomeningeal Collateral Dynamics and Reperfusion Following Stroke

Bioengineered gut bacterium synthesizing levodopa alleviates motor deficits in models of Parkinson’s disease

Phenotypical variability in the 6-OHDA mouse model of Parkinson’s disease despite consistent and robust nigral lesioning

Midbrain degeneration triggers astrocyte reactivity and tau pathology in experimental Alzheimer’s Disease

Sex-related differences in phenotype and nigro-striatal degeneration of c-rel-/- mouse model of Parkinson’s disease

Molecular imaging of glial activation in the GFAP-IL6 chronic inflammation mouse model with TSPO radioligand 18F-PBR111

Investigation of the effect of photobiomodulation therapy with different wavelengths on nerve regeneration: an experimental study

Neurotoxicity, α-synuclein pathology, and mitochondrial dysfunction: A comparative study of different mouse models of Parkinson’s disease

Proteolytic activities of extracellular vesicles attenuate A-synuclein aggregation

Cerebellar astrocytic alterations in depression

Regrouping reverses social impairments and prefrontal parvalbumin-perineuronal nets alterations induced by post-weaning social isolation in male mice

Oxytocinergic signalling in the respiratory parafacial region increases the activity of chemosensitive neurons and respiratory output

Rotarod training reverses corticosterone-induced motor deficits via oligodendrocyte lineage cell modulation

POU6F1 promote lumbar motor circuit reorganization following spinal cord injury

Programmed seasonal brain shrinkage in the common shrew via water loss without cell death

Loss of nucleobindin-2 causes nigrastriatal degeneration in mice by impacting circadian rhythm-related genes and gut microbiota

starDistribution of Serotonergic Transporter Innervation in the Nucleus Accumbens and Ventral Pallidum Is Highly Conserved Among Primates

Interactive effects of early life adversity and adolescent basolateral amygdala activity on corticolimbic connectivity and behavior

Polymeric nanoparticle-mediated GBA1 gene therapy is neuroprotective in a preclinical model of Parkinson’s disease

Npas4 drives the effects of early social isolation on social behaviors and prefrontal parvalbumin neurons

starTraces of phylogeny and ecology in hippocampal neuron numbers

Exposure to electronic cigarette vapor exacerbates ischemic loss of tryptophan/tyrosine hydroxylase-positive neurons in the rat brain

Expression of human A53T alpha-synuclein without endogenous rat alpha-synuclein fails to elicit Parkinson’s disease-related phenotypes in a novel humanized rat model

Biocompatible PVDF Nanofibers with Embedded Magnetite Nanodiscs Enable Wireless Magnetoelectric Stimulation in Premotor Cortex

Brain-invading monocytes promote seizure-associated cognitive deficits and neurodegeneration

starHypoxia ameliorates neurodegeneration and movement disorder in a mouse model of Parkinson’s disease

Rotarod training reverses corticosterone-induced motor deficits via oligodendrocyte lineage cell modulation

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