Resolution, sensitivity and precision with autoradiography and small animal positron emission tomography: implications for functional brain imaging in animal research
Introduction
Since the earliest positron emission tomography (PET) scanners made their debut in the 1960s, there have been numerous technological improvements that allow brain imaging with increasing spatial resolution. PET scanners optimized specifically for use with small animals have been designed and reconstruction algorithms advanced such that we can now expect to examine tissues with a spatial resolution less than 2 mm full-width at half maximum (FWHM). Newer detector materials and design configurations are providing increasing sensitivity. Much of the focus to date has been on the development of new tracers and improvements in instrumentation; indeed, current small animal PET imaging technologies have opened up a number of new investigative possibilities. Small animal PET is however, not suitable for all functional brain imaging studies. In the present discussion, we contrast the strengths and intrinsic limitations of PET with those of autoradiographic techniques in order to try to identify applications better suited to each method.
Section snippets
Measuring the rate of a biologic process
It is important to emphasize that the goal of functional brain imaging is not the generation of images per se, but rather to gain greater understanding of the physiology and biochemistry of the brain. Methods are well established for the measurement of regional cerebral blood flow (rCBF) [1], regional cerebral glucose metabolism (rCMRglc) [2] and regional rates of cerebral protein synthesis (rCPS) [3] with radiolabeled tracers and quantitative autoradiography. Measurement of rCBF [4] and rCMRglc
Functional brain imaging with quantitative autoradiography
Autoradiography allows measurement of tissue activity with a spatial resolution that is approximately an order of magnitude higher than is possible with PET, on the order of less than a few hundred microns versus a few millimeters with PET. It is also possible to conduct the studies in freely moving, conscious, behaving animals. The major disadvantage is that an animal can only be studied once. Longitudinal studies and kinetic studies require the use of multiple animals, adding interanimal
Functional brain imaging with small animal PET
The primary advantage of PET studies lies in the ability to perform repeat studies in the same animal. Thus, studies can be designed to use an animal as its own control, reducing both the total number of animals required and the effects of interanimal variability. Longitudinal studies are possible. Additionally, with sufficiently sensitive PET scanners, rapid dynamic scanning is feasible and tracer kinetic modeling can be carried out with data from a single animal. The most obvious disadvantage
Animal head immobilization
In vivo brain imaging with PET requires that an animal's head be immobilized during scanning. Until recently, the method of choice has been the use of anesthetic agents. In rats, most general anesthetics have been shown to produce widespread decreases in local cerebral glucose utilization [28]. rCBF either increases or is unchanged under isoflurane anesthesia [29], is slightly reduced under nitrous oxide anesthesia [30] and is substantially reduced under pentobarbital and chloralose anesthesia
Studies suitable for small animal PET
The above considerations suggest that functional brain imaging studies suitable for small animal PET are those in which the animals can be trained to accept head fixation, those in which the process studied is relatively unaffected by anesthesia or those studies with tracers that are effectively trapped, such as [18F]FDG. The latter case may allow an awake uptake followed by scanning under anesthesia but precludes kinetic studies. Additionally, in order to examine changes in a functional
Use of autoradiographic data in designing small animal PET studies
The effect of object size on quantification with PET has been extensively studied. Various test objects filled with a positron-emitting compound are placed in the scanner and percent recovery of the known activity is measured. For a hot cylinder in a cold background, for example, obtaining a recovery coefficient greater than 80% requires a cylinder greater than 1.5 FWHM in diameter [41]. From these measurements, activity “spilled out” to the surrounding areas can be determined. Since there is
Conclusions
Advances in PET technology have opened up the possibility for performing repeated studies in the same animal and improvements in scanner sensitivity have made single animal kinetic studies achievable. Quantitative autoradiographic data may be useful for making preliminary assessments of whether PET studies are likely to have sufficient power for detecting specific regional changes, but the most formidable challenge remains to devise animal restraint methods that do not mask the effects one is
References (42)
- et al.
Small animal PET
Eur Neuropsychopharmacol
(2002) - et al.
Assessment of microPET performance in analyzing the rat brain under different types of anesthesia: comparison between quantitative data obtained with microPET and ex vivo autoradiography
NeuroImage
(2003) - et al.
Age-related impairment of coupling mechanism between neuronal activation and functional cerebral blood flow response was restored by cholinesterase inhibition: PET study with microdialysis in the awake monkey brain
Brain Res
(2000) - et al.
Carbon-11 labelling of 8{{3-[4-(2-[11C]methoxyphenyl)piperazin-1-yl]-2-hydroxypropyl}oxy}thiochroman, a presynaptic 5-HT1A receptor agonist, and its in vivo evaluation in anaesthetised rat and in awake cat
Nucl Med Biol
(2003) - et al.
RatCAP: a small, head-mounted PET tomograph for imaging the brain of an awake rat
Nucl Instrum Methods in Phys Res A
(2004) - et al.
Effects of image resolution on autoradiographic measurements of posterior cingulate activity in PDAPP mice: implications for functional brain imaging studies of transgenic mouse models of Alzheimer's disease
NeuroImage
(2002) - et al.
Measurement of local cerebral blood flow with iodo[14C]antipyrine
Am J Physiol
(1978) - et al.
The [14C]deoxyglucose method for the measurement of local cerebral glucose utilization: theory, procedure, and normal values in the conscious and anesthetized albino rat
J Neurochem
(1977) - et al.
Measurement of local cerebral protein synthesis in vivo: influence of recycling of amino acids derived from protein degradation
Proc Natl Acad Sci U S A
(1988) - et al.
Brain blood flow measured with intravenous H215O: II. Implementation and validation
J Nucl Med
(1983)
The [18F]fluorodeoxyglucose method for the measurement of local cerebral glucose utilization in man
Circ Res
Measurement of regional rates of cerebral protein synthesis with l-[1-11C]leucine and PET with correction for recycling of tissue amino acids: I. Kinetic modeling approach
J Cereb Blood Flow Metab
Measurement of regional rates of cerebral protein synthesis with l-[1-11C]leucine and PET with correction for recycling of tissue amino acids: II. Validation in rhesus monkeys
J Cereb Blood Flow Metab
Techniques for the measurement of cerebral blood flow
Relationships among local functional activity, energy metabolism, and blood flow in the central nervous system
Fed Proc
Registration and three-dimensional reconstruction of autoradiographic images by the disparity analysis method
IEEE Trans Med Imaging
Localization of activity-associated changes in metabolism of the central nervous system with the deoxyglucose method: prospects for cellular resolution
The local circulation of the living brain: values in the unanesthetized and anesthetized cat
Trans Am Neurol Ass
The theory and applications of the exchange of inert gas at the lungs and tissues
Pharmacol Rev
Measurement of regional cerebral blood flow with antipyrine-14C in awake cats
J Appl Physiol
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