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Positron emission tomography
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| Positron emission tomography | |
|---|---|
Cardiac PET scanner | |
| Specialty | Nuclear medicine |
Positron emission tomography (PET)[1] is a functional imaging technique that uses radioactive substances known as radiotracers to visualize and measure changes in metabolic processes, and in other physiological activities including blood flow, regional chemical composition, and absorption.
Different tracers are used for various imaging purposes, depending on the target process within the body, such as:
- Fluorodeoxyglucose ([18F]FDG or FDG) is commonly used to detect cancer.
- [18F]Sodium fluoride (Na18F) is widely used for detecting bone formation.
- Oxygen-15 (15O)-water is used to quantify myocardial blood flow.[2]
- Carbon-11 (11C)-methionine is used to image brain tumors.[3]
PET is a common imaging technique, a medical scintillography technique used in nuclear medicine. A radiopharmaceutical—a radioisotope attached to a drug—is injected into the body as a tracer. When the radiopharmaceutical undergoes beta plus decay, a positron is emitted, and when the positron interacts with an ordinary electron, the two particles annihilate and two gamma rays are emitted in opposite directions.[4] These gamma rays are detected by two gamma cameras to form a three-dimensional image.
PET scanners can incorporate a computed tomography scanner (CT) and are known as PET–CT scanners. PET scan images can be reconstructed using a CT scan performed using one scanner during the same session.
One of the disadvantages of a PET scanner is its high initial cost and ongoing operating costs.[5]
Uses
[edit]PET is both a medical and research tool used in pre-clinical and clinical settings. It is used heavily in the imaging of tumors and the search for metastases within the field of clinical oncology, and for the clinical diagnosis of certain diffuse brain diseases such as those causing various types of dementias. PET is valued as a research tool to learn and enhance knowledge of the normal human brain, heart function, and support drug development. PET is also used in pre-clinical studies using animals. It allows repeated investigations into the same subjects over time, where subjects can act as their own control and substantially reduces the numbers of animals required for a given study. This approach allows research studies to reduce the sample size needed while increasing the statistical quality of its results.[citation needed]
Physiological processes lead to anatomical changes in the body. Since PET is capable of detecting biochemical processes as well as expression of some proteins, PET can provide molecular-level information much before any anatomic changes are visible. PET scanning does this by using radiolabelled molecular probes that have different rates of uptake depending on the type and function of tissue involved. Regional tracer uptake in various anatomic structures can be visualized and relatively quantified in terms of injected positron emitter within a PET scan.[citation needed]
It is possible to acquire PET images using a conventional dual-head gamma camera fitted with a coincidence detector. The quality of gamma-camera PET imaging is lower, and the scans take longer to acquire.
Alternative methods of medical imaging include single-photon emission computed tomography (SPECT), computed tomography (CT), magnetic resonance imaging (MRI) and functional magnetic resonance imaging (fMRI), and ultrasound. SPECT is an imaging technique similar to PET that uses radioligands to detect molecules in the body.
Oncology
[edit]
F-FDG (fluorodeoxyglucose). The normal brain and kidneys are labeled, and radioactive urine from breakdown of the FDG is seen in the bladder. In addition, a large metastatic tumor mass from colon cancer is seen in the liver.
PET scanning with the radiotracer [18F]fluorodeoxyglucose (FDG) is widely used in clinical oncology. FDG is a glucose analog that is taken up by glucose-using cells and phosphorylated by hexokinase (whose mitochondrial form is significantly elevated in rapidly growing malignant tumors).[6] Metabolic trapping of the radioactive glucose molecule allows the PET scan to be utilized. The concentrations of imaged FDG tracer indicate tissue metabolic activity as it corresponds to the regional glucose uptake. FDG is used to explore the possibility of cancer spreading to other body sites (cancer metastasis). These FDG PET scans for detecting cancer metastasis are the most common in standard medical care (representing 90% of current scans). The same tracer may also be used for the diagnosis of types of dementia. Less often, other radioactive tracers, usually but not always labelled with fluorine-18 (18F), are used to image the tissue concentration of different kinds of molecules of interest inside the body.[citation needed]
Because the hydroxy group that is replaced by fluorine-18 to generate FDG is required for the next step in glucose metabolism in all cells, no further reactions occur in FDG. Furthermore, most tissues (with the notable exception of liver and kidneys) cannot remove the phosphate added by hexokinase. This means that FDG will remain trapped in any cell that takes it up until it decays, since phosphorylated sugars, due to their ionic charge, cannot exit from the cell. This results in intense radiolabeling of tissues with high glucose uptake, such as the normal brain, liver, kidneys, and most cancers, which have a higher glucose uptake than most normal tissue due to the Warburg effect. As a result, FDG-PET can be used for diagnosis, staging, and monitoring treatment of cancers, particularly in Hodgkin lymphoma,[7] non-Hodgkin lymphoma,[8] and lung cancer.[9][10][11]
A 2020 review of research on the use of PET for Hodgkin lymphoma found evidence that negative findings in interim PET scans are linked to higher overall survival and progression-free survival; however, the certainty of the available evidence was moderate for survival, and very low for progression-free survival.[12]
A few other isotopes and radiotracers are slowly being introduced into oncology for specific purposes. For example, 11C-labelled metomidate (11C-metomidate) has been used to detect tumors of adrenocortical origin.[13][14] Also, fluorodopa (FDOPA) PET/CT (also called F-18-DOPA PET/CT) has proven to be a more sensitive alternative to finding and also localizing pheochromocytoma than the iobenguane (MIBG) scan.[15][16][17]
Neuroimaging
[edit]Neurology
[edit]
PET imaging with oxygen-15 indirectly measures blood flow to the brain. In this method, increased radioactivity signal indicates increased blood flow which is assumed to correlate with increased brain activity. Because of its two-minute half-life, oxygen-15 must be piped directly from a medical cyclotron for such uses, which is difficult.[18]
PET imaging with FDG takes advantage of the fact that the brain is normally a rapid user of glucose. Standard FDG PET of the brain measures regional glucose use and can be used in neuropathological diagnosis.
Brain pathologies such as Alzheimer's disease greatly decrease brain metabolism of both glucose and oxygen in tandem. Therefore FDG PET of the brain may also be used to successfully differentiate Alzheimer's disease from other dementing processes, and also to make early diagnoses of Alzheimer's disease. The advantage of FDG PET for these uses is its much wider availability. In addition, some other fluorine-18 based radioactive tracers can be used to detect amyloid-beta plaques, a potential biomarker for Alzheimer's in the brain. These include florbetapir, flutemetamol, Pittsburgh compound B (PiB) and florbetaben.[19]
PET imaging with FDG can also be used for localization of "seizure focus". A seizure focus will appear as hypometabolic during an interictal scan.[20] Several radiotracers (i.e. radioligands) have been developed for PET that are ligands for specific neuroreceptor subtypes such as [11C]raclopride, [18F]fallypride and [18F]desmethoxyfallypride for dopamine D2/D3 receptors; [11C]McN5652 and [11C]DASB for serotonin transporters; [18F]mefway for serotonin 5HT1A receptors; and [18F]nifene for nicotinic acetylcholine receptors or enzyme substrates (e.g. 6-FDOPA for the AADC enzyme). These agents permit the visualization of neuroreceptor pools in the context of a plurality of neuropsychiatric and neurologic illnesses.
PET may also be used for the diagnosis of hippocampal sclerosis, which causes epilepsy. FDG, and the less common tracers flumazenil and MPPF have been explored for this purpose.[21][22] If the sclerosis is unilateral (right hippocampus or left hippocampus), FDG uptake can be compared with the healthy side. Even if the diagnosis is difficult with MRI, it may be diagnosed with PET.[23][24]
The development of a number of novel probes for non-invasive, in-vivo PET imaging of neuroaggregate in human brain has brought amyloid imaging close to clinical use. The earliest amyloid imaging probes included [18F]FDDNP,[25] developed at the University of California, Los Angeles, and Pittsburgh compound B (PiB),[26] developed at the University of Pittsburgh. These probes permit the visualization of amyloid plaques in the brains of Alzheimer's patients and could assist clinicians in making a positive clinical diagnosis of Alzheimer's disease pre-mortem and aid in the development of novel anti-amyloid therapies.
[11C]polymethylpentene (PMP) is a novel radiopharmaceutical used in PET imaging to determine the activity of the acetylcholinergic neurotransmitter system by acting as a substrate for acetylcholinesterase. Post-mortem examination of Alzheimer's patients has shown decreased levels of acetylcholinesterase. [11C]PMP is used to map the acetylcholinesterase activity in the brain, which could allow for premortem diagnoses of Alzheimer's disease and assistance in monitoring treatments.[27] Avid Radiopharmaceuticals has developed and commercialized a compound called florbetapir that uses the longer-lasting radionuclide fluorine-18 to detect amyloid plaques using PET scans.[28]
Recent advances in neuroimaging have focused on the development of tau-specific PET tracers such as [^18F] flortaucipir, [^18F]MK-6240, and [^18F]RO-948, which allow for in-vivo visualization of neurofibrillary tangles. Tau imaging complements amyloid PET by providing a more direct measure of disease severity and progression in Alzheimer's disease and related tauopathies. These tracers have been increasingly used in longitudinal studies and clinical trials to monitor therapeutic response and to improve the accuracy of early differential diagnosis between Alzheimer's disease and other dementias. Artificial intelligence-based image analysis methods are also being explored to automatically quantify tracer uptake and detect early disease patterns that may be missed by human observers.[citation needed]
Psychiatry and neuropsychopharmacology
[edit]Numerous compounds that bind selectively to neuroreceptors of interest in biological psychiatry have been radiolabeled with C-11 or F-18. Radioligands that bind to dopamine receptors (D1,[29] D2,[30][31] reuptake transporter), serotonin receptors (5HT1A, 5HT2A, reuptake transporter), opioid receptors (mu and kappa), cholinergic receptors (nicotinic and muscarinic) and other sites have been used successfully in studies with human subjects. Studies have been performed examining the state of these receptors in patients compared to healthy controls in schizophrenia, substance abuse, mood disorders and other psychiatric conditions.[citation needed]
Stereotactic surgery and radiosurgery
[edit]PET can also be used in image guided surgery for the treatment of intracranial tumors, arteriovenous malformations and other surgically treatable conditions.[32]
Cardiology
[edit]Cardiology, atherosclerosis and vascular disease study: FDG PET can help in identifying hibernating myocardium. However, the cost-effectiveness of PET for this role versus SPECT is unclear. FDG PET imaging of atherosclerosis to detect patients at risk of stroke is also feasible. Also, it can help test the efficacy of novel anti-atherosclerosis therapies.[33]
Infectious diseases
[edit]Imaging infections with molecular imaging technologies can improve diagnosis and treatment follow-up. Clinically, PET has been widely used to image bacterial infections using FDG to identify the infection-associated inflammatory response. Three different PET contrast agents have been developed to image bacterial infections in vivo are [18F]maltose,[34] [18F]maltohexaose, and [18F]2-fluorodeoxysorbitol (FDS).[35] FDS has the added benefit of being able to target only Enterobacteriaceae.
Bio-distribution studies
[edit]In pre-clinical trials, a new drug can be radiolabeled and injected into animals. Such scans are referred to as biodistribution studies. The information regarding drug uptake, retention and elimination over time can be obtained quickly and cost-effectively compare to the older technique of killing and dissecting the animals. Commonly, drug occupancy at a purported site of action can be inferred indirectly by competition studies between unlabeled drug and radiolabeled compounds to bind with specificity to the site. A single radioligand can be used this way to test many potential drug candidates for the same target. A related technique involves scanning with radioligands that compete with an endogenous (naturally occurring) substance at a given receptor to demonstrate that a drug causes the release of the natural substance.[36]
Small animal imaging
[edit]A miniature animal PET has been constructed that is small enough for a fully conscious rat to be scanned.[37] This RatCAP (rat conscious animal PET) allows animals to be scanned without the confounding effects of anesthesia. PET scanners designed specifically for imaging rodents, often referred to as microPET, as well as scanners for small primates, are marketed for academic and pharmaceutical research. The scanners are based on microminiature scintillators and amplified avalanche photodiodes (APDs) through a system that uses single-chip silicon photomultipliers.[1]
In 2018 the UC Davis School of Veterinary Medicine became the first veterinary center to employ a small clinical PET scanner as a scanner for clinical (rather than research) animal diagnosis. Because of cost as well as the marginal utility of detecting cancer metastases in companion animals (the primary use of this modality), veterinary PET scanning is expected to be rarely available in the immediate future.[citation needed]
Musculo-skeletal imaging
[edit]PET imaging has been used for imaging muscles and bones. FDG is the most commonly used tracer for imaging muscles, and NaF-F18 is the most widely used tracer for imaging bones.
Muscles
[edit]PET is a feasible technique for studying skeletal muscles during exercise.[38] Also, PET can provide muscle activation data about deep-lying muscles (such as the vastus intermedialis and the gluteus minimus) compared to techniques like electromyography, which can be used only on superficial muscles directly under the skin. However, a disadvantage is that PET provides no timing information about muscle activation because it has to be measured after the exercise is completed. This is due to the time it takes for FDG to accumulate in the activated muscles.[39]
Bones
[edit]Together with [18F]sodium floride, PET for bone imaging has been in use for 60 years for measuring regional bone metabolism and blood flow using static and dynamic scans. Researchers have recently started using [18F]sodium fluoride to study bone metastasis as well.[40]
Safety
[edit]PET scanning is non-invasive, but it does involve exposure to ionizing radiation.[5] For a typical dose (245 MBq) of FDG, one of the most common radiotracers used for PET neuroimaging and cancer patient management,[41] the effective radiation dose is 4.7 mSv.[42]
For combined PET–CT scanning, the radiation exposure contributed by the CT scan may be substantial - ranging from around 3–26 mSv (for a 70 kg person, and depending on the coverage and intended use of the scan).[43][44][45]
The amount of radiation in a typical FDG PET-CT scan is similar to the effective dose of spending one year in the American city of Denver, Colorado (12.4 mSv/year).[46] For comparison, radiation dosage for other medical procedures range from 0.02 mSv for a chest X-ray and 6.5–8 mSv for a CT scan of the chest.[47][48] Average civil aircrews are exposed to 3 mSv/year,[49] and the whole body occupational dose limit for nuclear energy workers in the US is 50 mSv/year.[50]
Operation
[edit]Radionuclides and radiotracers
[edit]
| Isotope | 11C | 13N | 15O | 18F | 68Ga | 64Cu | 52Mn | 55Co | 89Zr | 82Rb |
| Half-life | 20 min | 10 min | 2 min | 110 min | 67.81 min | 12.7 h | 5.6 d | 17.5 h | 78.4 h[51] | 1.3 min |
Radionuclides are incorporated either into compounds normally used by the body such as glucose (or glucose analogues), water, or ammonia, or into molecules that bind to receptors or other sites of drug action. Such labelled compounds are known as radiotracers. PET technology can be used to trace the biologic pathway of any compound in living humans (and many other species as well), provided it can be radiolabeled with a PET isotope. Radiotracers for new target molecules and processes are continuing to be synthesized. As of this writing there are already dozens in clinical use and hundreds applied in research. In 2020 by far the most commonly used radiotracer in clinical PET scanning is the carbohydrate derivative FDG. This radiotracer is used in essentially all scans for oncology and most scans in neurology, thus makes up the large majority of radiotracer (>95%) used in PET and PET–CT scanning.
Due to the short half-lives of most positron-emitting radioisotopes, the radiotracers have traditionally been produced using a cyclotron in close proximity to the PET imaging facility. The half-life of fluorine-18 is long enough that radiotracers labeled with fluorine-18 can be manufactured commercially at offsite locations and shipped to imaging centers. Recently rubidium-82 generators have become commercially available.[52] These contain strontium-82, which decays by electron capture to produce positron-emitting rubidium-82.
The use of positron-emitting isotopes of metals in PET scans has been reviewed, including elements not listed above, such as lanthanides.[53]
Immuno-PET
[edit]The isotope 89Zr has been applied to the tracking and quantification of molecular antibodies with PET cameras (a method called "immuno-PET").[54][55][56]
The biological half-life of antibodies is typically on the order of days, see daclizumab and erenumab by way of example. To visualize and quantify the distribution of such antibodies in the body, the PET isotope 89Zr is well suited because its physical half-life matches the typical biological half-life of antibodies, see table above.
Emission
[edit]
To conduct the scan, a short-lived radioactive tracer isotope is injected into the living subject (usually into blood circulation). Each tracer atom has been chemically incorporated into a biologically active molecule. There is a waiting period while the active molecule becomes concentrated in tissues of interest. Then the subject is placed in the imaging scanner. The molecule most commonly used for this purpose is FDG, a sugar, for which the waiting period is typically an hour. During the scan, a record of tissue concentration is made as the tracer decays.
As the radioisotope undergoes positron emission decay (also known as positive beta decay), it emits a positron, an antiparticle of the electron with opposite charge. The emitted positron travels in tissue for a short distance (typically less than 1 mm, but dependent on the isotope[57]), during which time it loses kinetic energy, until it decelerates to a point where it can interact with an electron.[58] The encounter annihilates both electron and positron, producing a pair of annihilation (gamma) photons moving in approximately opposite directions. These are detected when they reach a scintillator in the scanning device, creating a burst of light which is detected by photomultiplier tubes or silicon avalanche photodiodes (Si APD). The technique depends on simultaneous or coincident detection of the pair of photons moving in approximately opposite directions (they would be exactly opposite in their center of mass frame, but the scanner has no way to know this, and so has a built-in slight direction-error tolerance). Photons that do not arrive in temporal "pairs" (i.e. within a timing-window of a few nanoseconds) are ignored.
Localization of the positron annihilation event
[edit]The most significant fraction of electron–positron annihilations results in two 511 keV gamma photons being emitted at almost 180 degrees to each other. Hence, it is possible to localize their source along a straight line of coincidence (also called the line of response, or LOR). In practice, the LOR has a non-zero width as the emitted photons are not exactly 180 degrees apart. If the resolving time of the detectors is less than 500 picoseconds rather than about 10 nanoseconds, it is possible to localize the event to a segment of a chord, whose length is determined by the detector timing resolution. As the timing resolution improves, the signal-to-noise ratio (SNR) of the image will improve, requiring fewer events to achieve the same image quality. This technology is not yet common, but it is available on some new systems.[59]
Image reconstruction
[edit]The raw data collected by a PET scanner are a list of 'coincidence events' representing near-simultaneous detection (typically, within a window of 6 to 12 nanoseconds of each other) of annihilation photons by a pair of detectors. Each coincidence event represents a line in space connecting the two detectors along which the positron emission occurred (i.e., the line of response (LOR)).
Analytical techniques, much like the reconstruction of computed tomography (CT) and single-photon emission computed tomography (SPECT) data, are commonly used, although the data set collected in PET is much poorer than CT, so reconstruction techniques are more difficult. Coincidence events can be grouped into projection images, called sinograms. The sinograms are sorted by the angle of each view and tilt (for 3D images). The sinogram images are analogous to the projections captured by CT scanners, and can be reconstructed in a similar way. The statistics of data thereby obtained are much worse than those obtained through transmission tomography. A normal PET data set has millions of counts for the whole acquisition, while the CT can reach a few billion counts. This contributes to PET images appearing "noisier" than CT. Two major sources of noise in PET are scatter (a detected pair of photons, at least one of which was deflected from its original path by interaction with matter in the field of view, leading to the pair being assigned to an incorrect LOR) and random events (photons originating from two different annihilation events but incorrectly recorded as a coincidence pair because their arrival at their respective detectors occurred within a coincidence timing window).
In practice, considerable pre-processing of the data is required – correction for random coincidences, estimation and subtraction of scattered photons, detector dead-time correction (after the detection of a photon, the detector must "cool down" again) and detector-sensitivity correction (for both inherent detector sensitivity and changes in sensitivity due to angle of incidence).
Filtered back projection (FBP) has been frequently used to reconstruct images from the projections. This algorithm has the advantage of being simple while having a low requirement for computing resources. Disadvantages are that shot noise in the raw data is prominent in the reconstructed images, and areas of high tracer uptake tend to form streaks across the image. Also, FBP treats the data deterministically – it does not account for the inherent randomness associated with PET data, thus requiring all the pre-reconstruction corrections described above.
Statistical, likelihood-based approaches: Statistical, likelihood-based [60][61] iterative expectation-maximization algorithms such as the Shepp–Vardi algorithm[62] are now the preferred method of reconstruction. These algorithms compute an estimate of the likely distribution of annihilation events that led to the measured data, based on statistical principles. The advantage is a better noise profile and resistance to the streak artifacts common with FBP, but the disadvantage is greater computer resource requirements. A further advantage of statistical image reconstruction techniques is that the physical effects that would need to be pre-corrected for when using an analytical reconstruction algorithm, such as scattered photons, random coincidences, attenuation and detector dead-time, can be incorporated into the likelihood model being used in the reconstruction, allowing for additional noise reduction. Iterative reconstruction has also been shown to result in improvements in the resolution of the reconstructed images, since more sophisticated models of the scanner physics can be incorporated into the likelihood model than those used by analytical reconstruction methods, allowing for improved quantification of the radioactivity distribution.[63]
Research has shown that Bayesian methods that involve a Poisson likelihood function and an appropriate prior probability (e.g., a smoothing prior leading to total variation regularization or a Laplacian distribution leading to -based regularization in a wavelet or other domain), such as via Ulf Grenander's Sieve estimator[64][65] or via Bayes penalty methods[66][67] or via I.J. Good's roughness method[68][69] may yield superior performance to expectation-maximization-based methods which involve a Poisson likelihood function but do not involve such a prior.[70][71][72]
Attenuation correction: Quantitative PET Imaging requires attenuation correction.[73] In these systems attenuation correction is based on a transmission scan using 68Ge rotating rod source.[74]
Transmission scans directly measure attenuation values at 511 keV.[75] Attenuation occurs when photons emitted by the radiotracer inside the body are absorbed by intervening tissue between the detector and the emission of the photon. As different LORs must traverse different thicknesses of tissue, the photons are attenuated differentially. The result is that structures deep in the body are reconstructed as having falsely low tracer uptake. Contemporary scanners can estimate attenuation using integrated x-ray CT equipment, in place of earlier equipment that offered a crude form of CT using a gamma ray (positron emitting) source and the PET detectors.
While attenuation-corrected images are generally more faithful representations, the correction process is itself susceptible to significant artifacts. As a result, both corrected and uncorrected images are always reconstructed and read together.
2D/3D reconstruction: Early PET scanners had only a single ring of detectors, hence the acquisition of data and subsequent reconstruction was restricted to a single transverse plane. More modern scanners now include multiple rings, essentially forming a cylinder of detectors.
There are two approaches to reconstructing data from such a scanner:
- Treat each ring as a separate entity, so that only coincidences within a ring are detected, the image from each ring can then be reconstructed individually (2D reconstruction), or
- Allow coincidences to be detected between rings as well as within rings, then reconstruct the entire volume together (3D).
3D techniques have better sensitivity (because more coincidences are detected and used) hence less noise, but are more sensitive to the effects of scatter and random coincidences, as well as requiring greater computer resources. The advent of sub-nanosecond timing resolution detectors affords better random coincidence rejection, thus favoring 3D image reconstruction.
Time-of-flight (TOF) PET: For modern systems with a higher time resolution (roughly 3 nanoseconds) a technique called "time-of-flight" is used to improve the overall performance. Time-of-flight PET makes use of very fast gamma-ray detectors and data processing system which can more precisely decide the difference in time between the detection of the two photons. It is impossible to localize the point of origin of the annihilation event exactly (currently within 10 cm). Therefore, image reconstruction is still needed. TOF technique gives a remarkable improvement in image quality, especially signal-to-noise ratio.
Combination of PET with CT or MRI
[edit]PET scans are increasingly read alongside CT or MRI scans, with the combination (co-registration) giving both anatomic and metabolic information (i.e., what the structure is, and what it is doing biochemically). Because PET imaging is most useful in combination with anatomical imaging, such as CT, modern PET scanners are now available with integrated high-end multi-detector-row CT scanners (PET–CT). Because the two scans can be performed in immediate sequence during the same session, with the patient not changing position between the two types of scans, the two sets of images are more precisely registered, so that areas of abnormality on the PET imaging can be more perfectly correlated with anatomy on the CT images. This is very useful in showing detailed views of moving organs or structures with higher anatomical variation, which is more common outside the brain.
At the Jülich Institute of Neurosciences and Biophysics, the world's largest PET–MRI device began operation in April 2009. A 9.4-tesla magnetic resonance tomograph (MRT) combined with a PET. Presently, only the head and brain can be imaged at these high magnetic field strengths.[76]
For brain imaging, registration of CT, MRI and PET scans may be accomplished without the need for an integrated PET–CT or PET–MRI scanner by using a device known as the N-localizer.[32][77][78][79]
Limitations
[edit]The minimization of radiation dose to the subject is an attractive feature of the use of short-lived radionuclides. Besides its established role as a diagnostic technique, PET has an expanding role as a method to assess the response to therapy, in particular, cancer therapy,[80] where the risk to the patient from lack of knowledge about disease progress is much greater than the risk from the test radiation. Since the tracers are radioactive they are generally not used with those who are pregnant.[81]
Limitations to the widespread use of PET arise from the high costs of cyclotrons needed to produce the short-lived radionuclides for PET scanning and the need for specially adapted on-site chemical synthesis apparatus to produce the radiopharmaceuticals after radioisotope preparation. Organic radiotracer molecules that will contain a positron-emitting radioisotope cannot be synthesized first and then the radioisotope prepared within them, because bombardment with a cyclotron to prepare the radioisotope destroys any organic carrier for it. Instead, the isotope must be prepared first, then the chemistry to prepare any organic radiotracer (such as FDG) accomplished very quickly, in the short time before the isotope decays. Few hospitals and universities are capable of maintaining such systems, and most clinical PET is supported by third-party suppliers of radiotracers that can supply many sites simultaneously. This limitation restricts clinical PET primarily to the use of tracers labelled with fluorine-18, which has a half-life of 110 minutes and can be transported a reasonable distance before use, or to rubidium-82 (used as rubidium-82 chloride) with a half-life of 1.27 minutes, which is created in a portable generator and is used for myocardial perfusion studies. In recent years a few on-site cyclotrons with integrated shielding and "hot labs" (automated chemistry labs that are able to work with radioisotopes) have begun to accompany PET units to remote hospitals. The presence of the small on-site cyclotron promises to expand in the future as the cyclotrons shrink in response to the high cost of isotope transportation to remote PET machines.[82] In recent years[when?] the shortage of PET scans has been alleviated in the US, as rollout of radiopharmacies to supply radioisotopes has grown 30 percent per year.[83]
Because the half-life of fluorine-18 is about two hours, the prepared dose of a radiopharmaceutical bearing this radionuclide will undergo multiple half-lives of decay during the working day. This necessitates frequent recalibration of the remaining dose (determination of activity per unit volume) and careful planning with respect to patient scheduling.
History
[edit]
The concept of emission and transmission tomography was introduced by David E. Kuhl, Luke Chapman and Roy Edwards in the late 1950s. Their work would lead to the design and construction of several tomographic instruments at Washington University School of Medicine and later at the University of Pennsylvania.[84] In the 1960s and 70s tomographic imaging instruments and techniques were further developed by Michel Ter-Pogossian, Michael E. Phelps, Edward J. Hoffman and others at Washington University School of Medicine.[85][86]
Work by Gordon Brownell, Charles Burnham and their associates at the Massachusetts General Hospital beginning in the 1950s contributed significantly to the development of PET technology and included the first demonstration of annihilation radiation for medical imaging.[87] Their innovations, including the use of light pipes and volumetric analysis, have been important in the deployment of PET imaging. In 1961, James Robertson and his associates at Brookhaven National Laboratory built the first single-plane PET scan, nicknamed the "head-shrinker".[88]
One of the factors most responsible for the acceptance of positron imaging was the development of radiopharmaceuticals. In particular, the development of labeled 2-fluorodeoxy-D-glucose (FDG—firstly synthethized and described by two Czech scientists from Charles University in Prague in 1968)[89] by the Brookhaven group under the direction of Al Wolf and Joanna Fowler was a major factor in expanding the scope of PET imaging.[90] The compound was first administered to two normal human volunteers by Abass Alavi in August 1976 at the University of Pennsylvania. Brain images obtained with an ordinary (non-PET) nuclear scanner demonstrated the concentration of FDG in that organ. Later, the substance was used in dedicated positron tomographic scanners, to yield the modern procedure.
The logical extension of positron instrumentation was a design using two two-dimensional arrays. PC-I was the first instrument using this concept and was designed in 1968, completed in 1969 and reported in 1972. The first applications of PC-I in tomographic mode as distinguished from the computed tomographic mode were reported in 1970.[91] It soon became clear to many of those involved in PET development that a circular or cylindrical array of detectors was the logical next step in PET instrumentation. Although many investigators took this approach, James Robertson[92] and Zang-Hee Cho[93] were the first to propose a ring system that has become the prototype of the current shape of PET. The first multislice cylindrical array PET scanner was completed in 1974 at the Mallinckrodt Institute of Radiology by the group led by Ter-Pogossian.[94]
The PET–CT scanner, attributed to David Townsend and Ronald Nutt, was named by Time as the medical invention of the year in 2000.[95]
Cost
[edit]This section needs to be updated. (February 2018) |
As of August 2008, Cancer Care Ontario reports that the current average incremental cost to perform a PET scan in the province is CA$1,000–1,200 per scan. This includes the cost of the radiopharmaceutical and a stipend for the physician reading the scan.[96]
In the United States, the cost of a PET scan can vary by the type of scan performed, the geographic location, and whether it is done in inpatient or outpatient setting. 2025 market research from CareCredit gives a national average ranging from US$1,711 to $12,848.[97]
In England, the National Health Service reference cost (2015–2016) for an adult outpatient PET scan is £798.[98]
In Australia, as of July 2018, the Medicare Benefits Schedule Fee for whole body FDG PET ranges from A$953 to A$999, depending on the indication for the scan.[99]
Quality control
[edit]The overall performance of PET systems can be evaluated by quality control tools such as the Jaszczak phantom.[100]
See also
[edit]- Hot cell – Shielded nuclear radiation containment chamber
- Molecular imaging – Imaging molecules within living patients
References
[edit]- ^ a b Bailey DL, Townsend DW, Valk PE, Maisy MN (2005). Positron Emission Tomography: Basic Sciences. Secaucus, NJ: Springer-Verlag. ISBN 978-1-85233-798-8.
- ^ Sciagrà, Roberto (2020). "EANM procedural guidelines for PET/CT quantitative myocardial perfusion imaging". European Journal of Nuclear Medicine and Molecular Imaging.
- ^ Glaudemans, Andor W J M (2012). "Value of 11C-methionine PET in imaging brain tumours and metastases". European Journal of Nuclear Medicine and Molecular Imaging.
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External links
[edit]- Hofman MS, Hicks RJ (October 2016). "How We Read Oncologic FDG PET/CT". Cancer Imaging. 16 (1) 35. doi:10.1186/s40644-016-0091-3. PMC 5067887. PMID 27756360.
- PET–CT atlas Harvard Medical School (Archived 11 May 2019 at the Wayback Machine)
- National Isotope Development Center—U.S. government source of radionuclides including those for PET—production, research, development, distribution, and information
Positron emission tomography
View on GrokipediaPrinciples and Operation
Radionuclides and Radiotracers
Positron-emitting radionuclides are the foundation of PET imaging, as they decay by emitting positrons that enable the detection of radiotracer distribution in vivo.[4] The most commonly used isotopes include those with short half-lives suitable for rapid imaging studies, such as fluorine-18 (¹⁸F, half-life 110 minutes), carbon-11 (¹¹C, 20.4 minutes), nitrogen-13 (¹³N, 10.0 minutes), and oxygen-15 (¹⁵O, 2 minutes).[4] For applications requiring extended observation periods, longer-lived options like gallium-68 (⁶⁸Ga, 67.8 minutes) and zirconium-89 (⁸⁹Zr, 78.4 hours) are employed.[4] These radionuclides vary in their maximum positron energies, which influence spatial resolution: ¹⁸F emits positrons up to 0.634 MeV, ¹¹C up to 0.960 MeV, ¹³N up to 1.199 MeV, ¹⁵O up to 1.732 MeV, ⁶⁸Ga up to 1.899 MeV, and ⁸⁹Zr up to 0.902 MeV.[4] Short-lived isotopes like ¹⁸F, ¹¹C, ¹³N, and ¹⁵O are typically produced on-site via cyclotron acceleration, where protons bombard stable targets to generate the radionuclides through nuclear reactions.[3] In contrast, ⁶⁸Ga is often obtained from commercial generators, which decay germanium-68 (half-life 271 days) to produce ⁶⁸Ga without needing a cyclotron, facilitating wider accessibility.[5] Zirconium-89 production also relies on cyclotrons, using proton irradiation of natural yttrium-89 targets.[6] The radioactive decay of these nuclides follows the exponential law , where is the number of undecayed nuclei at time , is the initial number, and is the decay constant derived from the half-life .[7] Radiotracers are constructed by chemically attaching these positron-emitting radionuclides to biologically active molecules, allowing the probe to mimic natural substrates and accumulate in tissues based on specific physiological processes.[8] This design ensures the tracer's biodistribution reflects the targeted biology while the radionuclide provides the signal for PET detection. A seminal example is ²-deoxy-2-[¹⁸F]fluoro-D-glucose (FDG), an ¹⁸F-labeled glucose analog that is taken up by cells via glucose transporters and phosphorylated by hexokinase, trapping it in metabolically active tissues like tumors with high glucose utilization.[9] Other targeted tracers include prostate-specific membrane antigen (PSMA) inhibitors labeled with ⁶⁸Ga or ¹⁸F, such as ⁶⁸Ga-PSMA-11, which bind to PSMA overexpressed on prostate cancer cells for precise tumor localization.[10] For neurodegenerative imaging, florbetapir (¹⁸F-AV-45) serves as an amyloid tracer that binds β-amyloid plaques in Alzheimer's disease, enabling in vivo assessment of amyloid burden.[11] Immuno-PET tracers extend this approach by conjugating radionuclides to monoclonal antibodies for high-specificity targeting of cell surface antigens.[12] The longer half-life of ⁸⁹Zr makes it ideal for antibody labeling via chelators like desferrioxamine, allowing imaging over days as the antibody accumulates at the target site. A representative example is ⁸⁹Zr-rituximab, an anti-CD20 antibody tracer used to visualize CD20-positive B cells in lymphomas and monitor therapeutic response.[13] Recent advances in radiotracer development emphasize theranostic probes that combine diagnostics and therapy, particularly fibroblast activation protein (FAP) inhibitors labeled with isotopes like ⁶⁸Ga or ¹⁸F for PET imaging of cancer-associated fibroblasts in the tumor microenvironment.[14] These FAP-targeted tracers, such as ⁶⁸Ga-FAPI-04, offer superior detection of desmoplastic tumors compared to FDG and pave the way for paired therapeutic agents using beta-emitters like lutetium-177.Positron Emission and Annihilation
Positron emission, also known as β⁺ decay, is a type of radioactive decay in which an unstable atomic nucleus transforms a proton into a neutron, emitting a positron (e⁺) and an electron neutrino (ν_e) to conserve charge, lepton number, and energy.[15] This process occurs in proton-rich nuclides, such as those used in positron emission tomography (PET) radiotracers. A representative example is the decay of fluorine-18 (¹⁸F), where ¹⁸F decays to stable oxygen-18 (¹⁸O) via ¹⁸F → ¹⁸O + e⁺ + ν_e, with a branching ratio of approximately 96.86% for positron emission and the remainder via electron capture.[16] The emitted positron carries kinetic energy determined by the nuclear transition energy, minus the rest masses of the products. For ¹⁸F, the maximum positron kinetic energy is 0.634 MeV, with an average of 0.250 MeV, influencing the distance the positron travels before annihilation.[4] Branching ratios vary by radionuclide; for instance, while ¹⁸F predominantly emits positrons, others like copper-64 (⁶⁴Cu) have lower ratios (around 17.5% β⁺), affecting the efficiency of PET signal production.[4] After emission, the positron travels a short distance in biological tissue, losing energy through ionization and excitation until it encounters an electron. The average range for ¹⁸F positrons in soft tissue (approximating water) is about 0.6 mm, with a maximum of 2.4 mm, which introduces a fundamental limit to PET spatial resolution by blurring the annihilation site.[4] This positron range is shorter for lower-energy emitters like ¹⁸F compared to higher-energy ones, making it preferable for high-resolution imaging.[3] The annihilation event occurs when the positron and electron collide, converting their combined rest masses into energy according to quantum electrodynamics, primarily producing two gamma photons emitted in nearly opposite directions (approximately 180° apart) to conserve momentum.[17] In the center-of-momentum frame, assuming low kinetic energies at annihilation, each photon has an energy of 511 keV, corresponding to the electron rest mass energy (m_e c² = 511 keV). Energy conservation dictates that the total energy of the two photons equals twice the electron rest mass energy: where each γ ≈ 511 keV if the initial kinetic energies are negligible.[18] These back-to-back 511 keV photons form the basis for PET detection, as their coincident arrival enables localization of the decay site.[3] A schematic diagram of the process typically illustrates the nucleus decaying to release the positron, which travels a curved path due to scattering before annihilating with an orbital electron, producing two oppositely directed gamma rays that propagate to detectors.[19]Detection and Localization
PET scanners employ scintillation detectors to capture the 511 keV gamma photons emitted from positron-electron annihilation events. These detectors typically consist of scintillator crystals such as bismuth germanate (BGO), lutetium oxyorthosilicate (LSO), or lutetium-yttrium oxyorthosilicate (LYSO), which convert incident gamma rays into visible light photons through scintillation.[20][21] The light is then detected by photosensitive devices, traditionally photomultiplier tubes (PMTs) or, more recently, silicon photomultipliers (SiPMs), which offer higher sensitivity, compactness, and magnetic field compatibility for hybrid systems.[22] LSO and LYSO crystals are favored in modern systems due to their high light yield, fast decay times (around 40 ns), and density comparable to BGO, enabling efficient photon detection with minimal dead time.[23] Coincidence detection circuits in PET scanners identify valid annihilation events by registering pairs of 511 keV photons arriving at opposing detectors within a narrow time window, typically 6-12 ns, to distinguish true coincidences from random or scattered events.[24] This electronic gating rejects random coincidences—arising from unrelated annihilations—and scattered photons, which deviate from the 511 keV energy due to Compton interactions in the patient, thereby improving signal-to-noise ratio.[25] The selected coincident pairs define a line of response (LOR), which represents the straight-line projection connecting the two detector elements and approximating the site of the positron annihilation along that axis.[26] The inherent spatial resolution of PET systems is influenced by several factors, including detector element size (typically 4-6 mm), the finite range of positrons before annihilation (varying by isotope, e.g., up to 2-3 mm for ^18F), and photon non-colinearity, where the two 511 keV photons deviate from perfect opposition by about 0.25° due to momentum conservation in the annihilation process.[27][28] These effects collectively limit the system's ability to precisely localize events, with non-colinearity introducing a radial uncertainty of around 1-2 mm at typical scanner radii.[29] Time-of-flight (TOF) PET enhances localization by measuring the difference in arrival times (Δt) between the paired photons, which allows estimation of the annihilation position along the LOR based on the speed of light. The localization uncertainty is given by where is the speed of light and σ is the standard deviation in position (full width at half maximum is approximately 2.35σ).[30] Current clinical TOF-PET systems achieve timing resolutions of 300-500 ps, corresponding to a spatial localization improvement of 4.5-7.5 cm along the LOR, which reduces noise propagation and enhances image contrast, particularly in larger patients.[31] Recent advancements include total-body PET (TB-PET) systems, which feature extended axial coverage of 1-2 m to enable whole-body imaging in a single bed position, dramatically increasing sensitivity (up to 40 times higher than conventional PET) and allowing dynamic studies of tracer kinetics across the entire body.[32] Commercial examples, such as the PennPET EXPLORER, utilize arrays of LYSO crystals coupled to SiPMs to achieve this broad field of view (FOV) while maintaining high resolution and count rates.[33]Image Reconstruction
In positron emission tomography (PET), raw coincidence data from detected line-of-response (LOR) events are organized into sinograms, which represent projections of photon counts along radial and angular coordinates, serving as the input for image reconstruction.[34] These sinograms capture the projected distribution of annihilation events, with each bin corresponding to the number of coincidences along a specific LOR, enabling the transformation of sparse event data into a volumetric image.[34] Image reconstruction algorithms convert these sinograms into quantitative images of radiotracer distribution by inverting the forward projection process, accounting for the physics of positron emission and detection. Analytical methods, such as filtered back-projection (FBP), provide fast reconstruction by applying a ramp filter to the sinogram followed by back-projection, assuming uniform resolution and neglecting statistical noise variations, which makes FBP suitable for high-count scenarios but prone to artifacts in low-statistics data.[35] In contrast, statistical iterative methods, like ordered subsets expectation maximization (OSEM), model the Poisson-distributed noise and system geometry more accurately, iteratively updating voxel estimates to improve contrast and reduce bias, though they require more computation. Attenuation correction compensates for photon absorption in tissue by estimating linear attenuation coefficients, traditionally derived from transmission scans using a rotating source or rod sources to measure unscattered photon paths before emission data acquisition.[36] In hybrid systems, computed tomography (CT) scans provide attenuation maps scaled to 511 keV energies, offering faster and lower-noise corrections compared to standalone transmission methods.[37] Scatter correction addresses Compton-scattered photons that degrade spatial resolution and quantification, typically using model-based single-scatter simulation (SSS) to estimate scatter distribution from emission data and subtract it from sinograms, with tail-fitting or machine learning enhancements for improved accuracy in complex anatomies.[38] Quantitative analysis of reconstructed images relies on metrics like the standardized uptake value (SUV), defined as the activity concentration in a region of interest divided by the injected dose normalized to body weight (SUV = C / (D / W), where C is in Bq/mL, D in MBq, and W in kg), enabling comparison of tracer uptake across patients and scans.[39] Resolution recovery techniques, such as point-spread function (PSF) modeling integrated into OSEM, incorporate the system's blurring kernel into the system matrix to mitigate partial volume effects, enhancing edge definition and quantification for small lesions without amplifying noise excessively.[40] The OSEM algorithm accelerates convergence by dividing projections into ordered subsets, with the update rule for voxel at iteration given by: where is a subset of projections, are measured sinogram counts, and is the probability of an emission from voxel being detected at bin . Recent advances leverage artificial intelligence and machine learning for reconstruction, including deep learning networks that denoise low-count sinograms, perform joint attenuation-scatter correction without transmission data, and enable faster iterative schemes, achieving up to 50% noise reduction while preserving quantitative accuracy in total-body PET systems.[41] Key challenges include managing noise amplification in low-count regimes, where iterative methods like OSEM can exhibit non-monotonic convergence and overfitting after excessive iterations, necessitating regularization or subset optimization to balance resolution and variance.[35]Hybrid Imaging
PET-CT Systems
PET-CT systems integrate positron emission tomography (PET) with computed tomography (CT) in hybrid scanners, enabling combined functional and anatomical imaging within a single device. The concept of combining PET and CT originated in the early 1990s, proposed by David Townsend and colleagues, who envisioned integrating a low-cost, rotating PET detector with a CT scanner to provide precise anatomical localization for PET's functional data. The first prototype, developed in 1998 at the University of Pittsburgh, featured a sequential design where CT and PET data were acquired on a single rotating assembly, with the patient bed moving the subject through the gantry. Commercial systems emerged in the early 2000s, such as GE's Discovery LS in 2001, which paired a 4-slice CT with a rotating PET detector, followed by Siemens' Biograph and Philips' Gemini models. These early dual-modality scanners evolved into inline configurations by the mid-2000s, incorporating stationary PET rings with rotating CT X-ray sources and detectors, allowing independent operation of each modality while sharing a common patient bed and gantry. Modern high-resolution systems, introduced since the 2010s, utilize advanced scintillators like lutetium-yttrium orthosilicate (LYSO) and time-of-flight (TOF) capabilities, achieving spatial resolutions below 5 mm and axial fields of view up to 20 cm or more in total-body designs.[42][42][42][43] A primary advantage of PET-CT systems is the anatomical correlation they provide, allowing PET hotspots of radiotracer uptake to be precisely overlaid on CT's high-resolution structural images, which enhances diagnostic confidence in identifying abnormalities. Additionally, CT facilitates accurate attenuation correction for PET data by converting Hounsfield units (HU) from CT images into linear attenuation coefficients (μ maps) at 511 keV, reducing errors from photon attenuation in tissues and improving quantitative accuracy of PET measurements. This hybrid approach also supports CT-based scatter estimation, where single-photon scatter from CT X-rays helps model and subtract scatter events in PET, minimizing bias in reconstructed images. In PET reconstruction, CT-derived corrections are applied to account for attenuation and scatter, yielding fused images that integrate functional and anatomical information without requiring separate scans.[44][44][45] The typical workflow in PET-CT involves sequential acquisition, where the patient remains on the bed as it moves through the gantry: a low-dose CT scan is performed first for attenuation correction and anatomical reference, followed by PET emission data collection over multiple bed positions. While most systems acquire data sequentially, fused PET-CT images are generated post-acquisition through software registration, aligning the datasets based on spatial coordinates from the shared bed movement. This process enables whole-body imaging in 15-30 minutes, with radiotracer uptake periods of 45-60 minutes prior to scanning.[46][46][43] Clinically, PET-CT offers improved lesion localization by correlating PET's metabolic signals with CT's morphology, leading to more accurate staging and detection of malignancies, as demonstrated in oncology where fused images change management in up to 40% of cases. It also reduces overall scan time compared to separate PET and CT exams, increasing patient throughput and comfort while maintaining diagnostic quality. Quantitative studies show that CT-based attenuation correction can reduce reconstruction bias by up to 20% in solid phantoms, enhancing the reliability of standardized uptake value (SUV) measurements for therapy response assessment.[47][48][45] Common artifacts in PET-CT arise from CT contrast agents, which increase HU values and cause overestimation of attenuation, leading to artificially elevated PET uptake in regions like vessels or bowel, mimicking pathology; this effect can be mitigated by using non-contrast CT for correction or inspecting uncorrected PET images. Motion misalignment, particularly respiratory-induced shifts between CT (fast acquisition) and PET (longer integration), results in artifacts such as diaphragmatic pseudonodules or liver displacement, affecting up to 80% of scans in early single-slice systems but less so in modern multi-slice CT setups with breathing protocols.[49][49][49]PET-MRI Systems
PET-MRI systems integrate positron emission tomography (PET) with magnetic resonance imaging (MRI) to provide simultaneous functional and anatomical imaging, leveraging MRI's superior soft-tissue contrast for enhanced diagnostic capabilities.[50] These hybrid scanners enable multiparametric imaging, combining PET's metabolic information with MRI techniques such as diffusion-weighted imaging, which improves lesion characterization without additional ionizing radiation from the MRI component.[50] The first fully integrated whole-body PET-MRI systems emerged in the 2010s, with commercial examples including the Siemens Biograph mMR in 2010 and the GE Signa PET/MRI in 2013, marking a shift toward clinical viability.[50] Developing MRI-compatible PET detectors poses significant challenges due to the strong magnetic fields in MRI scanners, which interfere with traditional photomultiplier tubes; solutions include fiber-optically coupled silicon photomultipliers (SiPMs) or avalanche photodiodes (APDs) to minimize magnetic susceptibility and maintain detection efficiency.[50] Additional hurdles involve radiofrequency shielding to prevent interference between PET electronics and MRI signals, often achieved with materials like segmented copper or carbon fiber.[50] Recent advancements have incorporated digital SiPMs and RF-transmissive PET inserts, improving time-of-flight (TOF) performance within magnetic fields for better image resolution and reduced noise.[50] Attenuation correction in PET-MRI relies on MRI-derived methods, which are more complex than CT-based approaches due to MRI's indirect measurement of electron density; common techniques use Dixon sequences to separate fat and water signals, generating μ-maps by segmenting tissues into classes like air, lung, soft tissue, and fat with predefined attenuation coefficients.[51] Enhancements such as ultrashort-echo-time (UTE) or zero-echo-time (ZTE) sequences address bone visibility issues, reducing standardized uptake value (SUV) biases to 4-17% in brain regions compared to CT, though errors persist in areas like the lungs or spine without further corrections like atlas-based bone insertion.[51] Machine learning methods, including deep learning models like U-Net for pseudo-CT generation, have recently improved accuracy, achieving less than 5% bias in the brain and around 10% in the body.[51] In clinical applications, PET-MRI excels in neurology for detailed brain mapping, where MRI's high resolution aids partial volume correction alongside PET's functional data, and in oncology for tumor characterization, enabling precise assessment of metabolic activity and tissue properties simultaneously.[50] These systems offer advantages over PET-CT through non-ionizing MRI for repeated scans and better functional insights, but limitations include longer acquisition times due to MRI sequences and higher costs from specialized hardware integration.[50]Clinical Applications
Oncology
Positron emission tomography (PET) plays a pivotal role in oncology by enabling the visualization of tumor metabolism and receptor expression, facilitating cancer detection, staging, and treatment planning. Fluorodeoxyglucose (FDG), a glucose analog that accumulates in metabolically active cancer cells, is the most widely used radiotracer in PET imaging for oncology. FDG-PET has become the standard for metabolic staging in various malignancies, including lung cancer, lymphoma, and colorectal cancer, where it demonstrates high diagnostic accuracy with sensitivity and specificity often exceeding 90% for detecting nodal and distant metastases.[52][53][54] In clinical applications, FDG-PET supports initial diagnosis by identifying hypermetabolic lesions suspicious for malignancy, aids in accurate staging to guide therapeutic decisions, and is used for restaging to detect recurrence. For therapy monitoring, changes in standardized uptake value (SUV) on serial FDG-PET scans correlate with response assessment criteria such as RECIST, allowing early evaluation of treatment efficacy in cancers like non-small cell lung cancer and lymphoma. Meta-analyses indicate that incorporating PET into oncology workflows alters patient management in 30-40% of cases, often by upstaging disease or avoiding unnecessary interventions.[55][56][57] Beyond FDG, tumor-specific tracers enhance PET's specificity for particular cancers. In prostate cancer, prostate-specific membrane antigen (PSMA)-targeted PET using 68Ga-PSMA exhibits pooled sensitivity of 96% and specificity of 71-94% for detecting metastases, outperforming conventional imaging in biochemical recurrence. For neuroendocrine tumors, 68Ga-DOTATATE PET provides superior lesion detection compared to somatostatin receptor scintigraphy, with high accuracy in staging and identifying candidates for peptide receptor radionuclide therapy. These targeted approaches, often integrated with CT in hybrid PET-CT systems for anatomical correlation, improve localization of disease sites.[58][59][60] PET also underpins theranostics in oncology, where diagnostic imaging informs targeted radionuclide therapy. For instance, 68Ga-PSMA PET identifies PSMA-expressing metastases in prostate cancer, guiding subsequent treatment with 177Lu-PSMA, which has shown prolonged survival in metastatic castration-resistant cases. This paradigm extends to neuroendocrine tumors, where DOTATATE PET selects patients for 177Lu-DOTATATE therapy, demonstrating improved progression-free survival.[61][62] Recent advances include immuno-PET, which uses tracers targeting immune checkpoints like PD-L1 to monitor immunotherapy responses, providing insights into tumor immune infiltration and predicting outcomes in solid tumors such as melanoma and lung cancer. Total-body PET scanners, with extended axial fields of view, enable comprehensive metastasis screening in a single scan, enhancing sensitivity for detecting distant disease while reducing radiation exposure and scan duration.[63][64][65] A key limitation in oncology PET is false-positive uptake due to inflammation, which can mimic malignancy in post-treatment settings or infectious contexts, potentially leading to overstaging; correlation with clinical history and hybrid imaging helps mitigate this.[66][67]Neuroimaging
Positron emission tomography (PET) plays a pivotal role in neuroimaging by enabling the visualization of brain metabolism, neurotransmitter systems, and pathological protein accumulations, aiding in the diagnosis and management of neurological and psychiatric disorders. Unlike structural imaging modalities, PET provides functional insights into brain activity through the use of specific radiotracers, which highlight abnormalities in glucose utilization, synaptic function, and molecular targets. This capability is particularly valuable for identifying subtle changes in brain regions that are challenging to detect with other techniques, supporting differential diagnosis and treatment planning in conditions such as epilepsy, neurodegenerative diseases, and psychiatric illnesses.[68] Key radiotracers in neuroimaging include 18F-fluorodeoxyglucose (FDG) for assessing glucose metabolism, 18F-DOPA for evaluating dopamine synthesis and transport, 11C-Pittsburgh compound B (11C-PiB) for detecting amyloid-beta plaques, and 18F-flortaucipir for imaging tau neurofibrillary tangles. FDG-PET reveals regional hypometabolism associated with neuronal dysfunction, while 18F-DOPA uptake patterns indicate dopaminergic pathway integrity, crucial for movement disorders. Amyloid and tau tracers, such as 11C-PiB and 18F-flortaucipir, bind specifically to protein aggregates, allowing quantification of their distribution and density in vivo, which correlates with disease progression in dementias. These tracers have high specificity, with 11C-PiB showing standardized uptake value ratios (SUVR) greater than 1.5 indicating significant amyloid burden in affected individuals.[69][70] In neurology, PET is instrumental for localizing epileptic foci, particularly through interictal FDG-PET, which demonstrates hypometabolism in the epileptogenic zone (EZ) with a sensitivity of 75-93% for presurgical evaluation. This hypometabolism reflects chronic neuronal loss or dysfunction and aids in identifying seizure onset areas in temporal lobe epilepsy and nonlesional cases, improving surgical outcomes by guiding resection. For Parkinson's disease, dopamine transporter imaging using 18F-DOPA or similar tracers reveals reduced striatal uptake, quantifying nigrostriatal degeneration with up to 80% loss in symptomatic patients, facilitating early diagnosis and differentiation from other parkinsonian syndromes. In Alzheimer's disease, 11C-PiB PET detects amyloid plaques with high accuracy, while 18F-flortaucipir visualizes tau pathology, correlating with cognitive decline and Braak staging, enabling biomarker-based patient stratification.[71][72][73][69] In psychiatric applications, PET imaging of dopamine D2 receptors in schizophrenia often shows elevated striatal binding or internalization deficits, supporting the dopamine hypothesis and linking receptor dysregulation to positive symptoms like hallucinations. Tracers such as 11C-raclopride quantify D2 availability, revealing up to 20% increases in high-affinity states during acute psychosis. For depression, serotonin transporter (SERT) PET demonstrates reduced binding in midbrain and cortical regions, with studies reporting 15-20% lower availability in major depressive disorder, reflecting impaired serotonergic transmission that may predict treatment response to selective serotonin reuptake inhibitors.[74][75][76] Neuropsychopharmacology leverages PET for receptor occupancy studies, assessing drug binding to targets like dopamine or serotonin receptors to optimize dosing. Occupancy is calculated as percentage receptor blockade = 1 - (SUV_drug / SUV_baseline), where SUV represents standardized uptake values, providing a direct measure of target engagement; for antipsychotics in schizophrenia, 65-80% D2 occupancy correlates with therapeutic efficacy while minimizing extrapyramidal side effects. This approach has guided development of atypical antipsychotics, ensuring safe plasma levels translate to central effects.[77][78] PET also supports stereotactic applications, such as guiding surgery or radiosurgery for epilepsy and neurological tumors by coregistering metabolic data with anatomical images to delineate the EZ or lesion boundaries. In epilepsy, FDG-PET hypometabolism informs stereoelectroencephalography electrode placement and resection planning, achieving seizure freedom in 60-70% of MRI-negative cases. For radiosurgery, PET enhances precision in targeting epileptogenic foci, reducing collateral damage.[79][80] Recent advances include hybrid PET-MRI systems, which simultaneously acquire metabolic and functional connectivity data, revealing synchronized glucose utilization networks that align with resting-state fMRI patterns and improve understanding of brain circuit disruptions in disorders like epilepsy. Immuno-PET, using radiolabeled antibodies against immune markers like TSPO, quantifies neuroinflammation by detecting microglial activation, with tracers showing elevated uptake in Alzheimer's and psychiatric conditions, offering insights into immune-mediated pathology. These innovations enhance multimodal assessment, briefly integrating PET with MRI for comprehensive brain imaging.[81][82]Cardiology
Positron emission tomography (PET) is widely utilized in cardiology to quantitatively evaluate myocardial perfusion, viability, and function, offering superior accuracy compared to single-photon emission computed tomography (SPECT) for detecting coronary artery disease (CAD). This modality enables the assessment of regional blood flow abnormalities and metabolic activity in the myocardium, guiding therapeutic decisions such as revascularization in patients with suspected ischemia or post-myocardial infarction (MI) dysfunction. By providing absolute measurements rather than relative uptake, PET enhances diagnostic precision and prognostic stratification in ischemic heart disease. Key radiotracers for myocardial perfusion imaging include rubidium-82 (^{82}Rb) chloride and nitrogen-13 (^{13}N) ammonia, which are administered to measure blood flow at rest and during pharmacological stress (e.g., adenosine or dipyridamole) to identify flow-limiting stenoses in CAD. ^{82}Rb, with its short half-life of 76 seconds, allows rapid sequential imaging, while ^{13}N-ammonia's 10-minute half-life supports higher-resolution scans. For viability assessment, fluorine-18 fluorodeoxyglucose (^{18}F-FDG) is employed to detect preserved glucose metabolism in akinetic or hypokinetic myocardial segments, distinguishing viable (hibernating) tissue from scar in post-MI patients. PET viability imaging typically involves comparing ^{18}F-FDG uptake with rest perfusion, where preserved metabolism indicates potential functional recovery after revascularization. Quantitative analysis of myocardial blood flow (MBF) is a cornerstone of cardiac PET, expressed in ml/min/g of tissue and derived through kinetic modeling of dynamic tracer uptake data. This approach uses compartmental models, such as the Renkin-Crone equation, to account for tracer delivery, extraction, and retention in the myocardium. Normal resting MBF values range from 0.8 to 1.2 ml/min/g, with stress values exceeding 2.5 ml/min/g indicating adequate coronary reserve; reduced values signal microvascular dysfunction or epicardial stenoses. The perfusion-metabolism mismatch pattern—reduced perfusion with maintained ^{18}F-FDG uptake—on PET predicts myocardial recovery and improved survival post-revascularization, with patients showing large mismatches (>18% of left ventricle) achieving significant functional gains. In prognostic studies, mismatch-positive patients managed medically face higher mortality, whereas revascularization reduces event rates by up to 80% compared to matched defects (scar). Recent advances include total-body PET systems, which enable dynamic whole-heart imaging with extended axial coverage, improving MBF quantification accuracy by capturing full kinetic profiles without motion artifacts. Additionally, ^{18}F-based perfusion tracers like flurpiridaz offer a longer half-life of approximately 110 minutes, facilitating off-site production and wider clinical access without on-site cyclotrons. PET is frequently integrated with computed tomography (CT) for attenuation correction and brief coronary calcium scoring to refine CAD risk assessment.Infectious and Inflammatory Diseases
Positron emission tomography (PET) plays a crucial role in the diagnosis and management of infectious and inflammatory diseases by detecting areas of increased metabolic activity associated with infection or inflammation. The most commonly used radiotracer, 18F-fluorodeoxyglucose (18F-FDG), accumulates in hypermetabolic foci due to upregulated glucose metabolism in activated inflammatory cells such as macrophages and granulocytes, enabling sensitive detection of infectious processes.[83] Hybrid PET/CT imaging provides anatomical correlation to localize these foci precisely, enhancing diagnostic accuracy.[84] In fever of unknown origin (FUO), 18F-FDG PET/CT identifies occult infectious or inflammatory sources with a diagnostic yield of approximately 25-50%, often revealing etiologies like hidden abscesses or chronic infections that conventional imaging misses.[85] For osteomyelitis, PET/CT demonstrates high sensitivity (around 90-95%) and specificity (85-90%) in distinguishing active bone infection from degenerative changes or post-surgical alterations, particularly in chronic cases involving prosthetic joints. In tuberculosis (TB), 18F-FDG PET highlights metabolically active lesions in pulmonary and extrapulmonary sites, aiding in assessing disease extent and treatment response, with uptake patterns correlating to granuloma activity. For large vessel vasculitis, such as giant cell arteritis, 18F-FDG PET/CT achieves sensitivity of 80-90% and specificity up to 89%, allowing early detection of arterial wall inflammation before structural damage occurs. Differentiation between infection and malignancy is challenging due to overlapping standardized uptake values (SUV), necessitating clinical correlation, pattern recognition, and often additional tracers or imaging modalities. Dual-tracer approaches, such as combining 18F-FDG with indium-111-labeled white blood cells, improve specificity by targeting leukocyte infiltration specific to infection, reducing false positives from sterile inflammation. Specialized tracers like 18F-fluorothymidine (18F-FLT) offer utility in distinguishing proliferative infections from tumors by binding to DNA synthesis in rapidly dividing cells, with preliminary studies showing promise in bacterial abscesses. For sarcoidosis, 68Ga-DOTATATE PET targets somatostatin receptor expression on activated macrophages, providing higher specificity (up to 92%) than 18F-FDG for cardiac and pulmonary involvement, guiding biopsy and therapy. In inflammatory conditions, 18F-FDG PET assesses atherosclerosis plaque vulnerability by quantifying macrophage-driven inflammation in arterial walls, with SUV correlating to plaque instability risk in coronary and carotid arteries. For inflammatory bowel disease (IBD), PET/CT evaluates disease activity in Crohn's disease and ulcerative colitis, with mucosal FDG uptake reflecting endoscopic severity and predicting response to biologics. Recent advances include immuno-PET tracers that target specific pathogens, such as radiolabeled antibodies against bacterial antigens, enabling precise identification of infections like Staphylococcus aureus osteomyelitis with enhanced specificity over FDG alone. Total-body PET scanners facilitate whole-body imaging of systemic infections, such as sepsis, with reduced scan times and higher sensitivity for detecting multifocal sites, improving outcomes in critically ill patients. In infective endocarditis, PET/CT with 18F-FDG exhibits sensitivity of 80-91% for prosthetic valve infections, outperforming echocardiography in detecting perivalvular complications.Specialized and Preclinical Uses
Musculoskeletal Imaging
Positron emission tomography (PET) plays a valuable role in musculoskeletal imaging by providing functional insights into bone turnover and soft tissue inflammation, complementing anatomical modalities like MRI or CT. Key tracers include 18F-sodium fluoride (18F-NaF), which binds to hydroxyapatite in areas of active bone remodeling to assess turnover rates, and 18F-fluorodeoxyglucose (18F-FDG), which highlights glucose metabolism in inflamed muscles and soft tissues. These tracers enable non-invasive evaluation of benign disorders, with 18F-NaF particularly suited for skeletal conditions due to its high bone affinity and rapid clearance from blood.[86][87] In bone imaging, 18F-NaF PET excels at detecting increased turnover in conditions such as Paget's disease, where focal uptake reflects disorganized remodeling and osteoclastic activity. For instance, scans show intense, heterogeneous accumulation in affected bones like the skull or pelvis, aiding diagnosis when radiographs are inconclusive. Similarly, 18F-NaF PET identifies stress fractures by visualizing early osteoblastic responses before structural changes appear on X-rays, with sensitivity enhanced in weight-bearing sites like the foot or tibia. In prosthetic joint infections, dynamic 18F-NaF PET differentiates septic loosening from aseptic failure through elevated peri-prosthetic uptake, quantifying blood flow and binding potential to guide surgical decisions.[88][89][90][91][92] Quantitative analysis of 18F-NaF PET involves kinetic modeling to measure bone formation rates, using parameters like the net influx rate (K_i) derived from dynamic scans and arterial input functions. This approach estimates regional osteoblast activity, with K_i values correlating to histomorphometric bone formation in disorders like Paget's disease, providing a biomarker for treatment response. Models such as the two-tissue compartment fit tracer delivery (K_1) and back-diffusion, offering precision beyond static SUV measurements.[93][94] For muscle disorders, 18F-FDG PET assesses inflammatory myopathies like polymyositis and sarcoidosis through patterns of diffuse or nodular uptake in proximal muscles. In polymyositis, scans reveal symmetric hypermetabolism correlating with serum enzyme levels, supporting diagnosis and monitoring disease activity. Muscular sarcoidosis appears as focal or multifocal FDG-avid lesions, often in the lower limbs, with PET aiding in detecting occult involvement missed by conventional imaging. 18F-FDG uptake in these conditions reflects macrophage infiltration and glycolysis, though it may overlap briefly with infectious myositis like osteomyelitis in adjacent bone.[95][96][97][98] Recent advances in hybrid PET-MRI integrate 18F-NaF or 18F-FDG with MRI's soft tissue contrast for cartilage assessment in osteoarthritis, revealing metabolic changes in early degeneration alongside T2 mapping of matrix integrity. This multimodal approach improves specificity for joint disorders by combining functional PET data with morphological details, potentially tracking therapeutic interventions like stem cell therapies.[99][100]Small Animal and Biodistribution Studies
Micro-PET systems are specialized positron emission tomography scanners designed for imaging small animals, such as rodents, achieving spatial resolutions of approximately 1-2 mm through the use of compact detector arrays typically composed of lutetium oxyorthosilicate (LSO) crystals coupled to photomultiplier tubes.[101] These systems operate on the same fundamental principles as clinical PET scanners—detecting pairs of 511 keV photons from positron annihilation—but feature smaller ring diameters (around 17 cm) and axial fields of view (1-2 cm) to accommodate the size of mice and rats while maintaining high sensitivity (e.g., 5-6% at the center).[101][102] In preclinical research, micro-PET enables applications in drug development by facilitating pharmacokinetic studies of radiolabeled compounds, allowing visualization of absorption, distribution, metabolism, and excretion in vivo at picomolar concentrations without depth limitations.[103] It is particularly valuable for tumor xenograft models, where tracers like 18F-FDG assess metabolic changes and therapeutic responses in implanted human cancer cells in mice, and for monitoring gene expression via reporter genes such as HSV-TK.[103] These capabilities support early-stage evaluation of molecular-targeted therapies, bridging preclinical testing to clinical translation.[102] Biodistribution studies using micro-PET involve whole-body imaging to map tracer uptake, clearance pathways, and organ-specific accumulation, often combined with CT for anatomical correlation and volume-of-interest delineation.[104] For instance, in evaluating serotonin receptor tracers like 18F-Mefway, dynamic scans over 2 hours post-injection reveal primary urinary clearance, with highest residence times in the liver, kidneys, and bladder, enabling dosimetry estimates scaled to humans.[104] This quantitative approach assesses tracer specificity and safety, identifying critical organs for radiation exposure.[104] A key advantage of micro-PET is its support for longitudinal studies in the same animal, permitting repeated non-invasive imaging to track disease progression or treatment effects over time, which reduces inter-subject variability and the total number of animals required by using each as its own control.[105][106] This refinement aligns with ethical principles, minimizing stress through batch scanning of multiple subjects under controlled anesthesia.[105] Recent advances include total-body small animal PET scanners, which extend axial coverage beyond 10 cm for mice to enable high-sensitivity dynamic imaging across the entire body, achieving resolutions under 1 mm with silicon photomultiplier detectors and depth-of-interaction compensation.[107] Immuno-PET has progressed in mouse models by labeling antibodies with radionuclides like 89Zr or 64Cu to target antigens in hematologic malignancies, such as CD20 in lymphoma xenografts, providing whole-body visualization of tumor distribution and therapy response.[108] Doses in small animal PET are scaled to body size, typically 5-10 MBq for mice to balance signal quality with radiation safety, injected in volumes under 10% of body weight to avoid physiological disruption.[109][102]Safety and Dosimetry
Radiation Exposure and Risks
Positron emission tomography (PET) procedures involve exposure to ionizing radiation primarily from the administered radiotracer, which decays by emitting positrons that annihilate with electrons to produce 511 keV photons detected by the scanner. The effective dose from the PET component is calculated using biokinetic models that account for tracer uptake, distribution, and excretion in various organs. For the commonly used ^{18}F-fluorodeoxyglucose (FDG) tracer, the effective dose coefficient is approximately 0.019 mSv/MBq for adult males and 0.025 mSv/MBq for females, according to International Commission on Radiological Protection (ICRP) dosimetry data.[110] A typical adult FDG-PET scan administers 370-400 MBq of activity, resulting in an effective dose of 7-10 mSv from the PET portion alone, comparable to the radiation from a computed tomography (CT) scan of the chest, abdomen, and pelvis. This dose varies with factors such as injected activity (often scaled to 3-5 MBq/kg body weight for optimal image quality), patient body weight (affecting tracer distribution and attenuation), and scan duration (which influences the total number of decays during imaging but is secondary to administered activity). The effective dose is determined by the formulawhere is the equivalent dose to tissue and are the ICRP tissue weighting factors reflecting radiosensitivity (e.g., 0.12 for lungs, 0.08 for other organs). In hybrid PET-CT systems, the CT component adds approximately 5-10 mSv, depending on protocol settings.[111][112][113] The primary risks from PET radiation are stochastic effects, such as induced cancers, due to DNA damage from low-dose ionizing radiation, with no threshold below which risk is zero per linear no-threshold (LNT) models endorsed by ICRP and the National Academy of Sciences' BEIR VII report. For a typical 10 mSv effective dose, the lifetime risk of fatal cancer induction is estimated at about 1 in 2,000 (0.05%), higher in younger patients, females, and those with repeated scans due to cumulative exposure. These estimates derive from ICRP risk models, which project overall cancer incidence risks of 4.1% per Sv and mortality of 5.5% per Sv for the general population.[114][113] To minimize risks, PET protocols adhere to the ALARA (As Low As Reasonably Achievable) principle, optimizing injected activity through patient-specific dosing, using advanced scanners for better sensitivity to reduce required tracer amounts, and selecting shorter-lived isotopes like ^{18}F (half-life 110 minutes) over longer-lived ones to limit exposure duration. Guidelines from organizations such as the IAEA emphasize these strategies to balance diagnostic benefits against potential harm, particularly for vulnerable populations.[111]
