Abstract
Multimodality imaging has made great strides in the imaging evaluation of patients with a variety of diseases. Positron emission tomography/computed tomography (PET/CT) is now established as the imaging modality of choice in many clinical conditions, particularly in oncology. While the initial development of combined PET/magnetic resonance imaging (PET/MRI) was in the preclinical arena, hybrid PET/MR scanners are now available for clinical use. PET/MRI combines the unique features of MRI including excellent soft tissue contrast, diffusion-weighted imaging, dynamic contrast-enhanced imaging, fMRI and other specialized sequences as well as MR spectroscopy with the quantitative physiologic information that is provided by PET. Most evidence for the potential clinical utility of PET/MRI is based on studies performed with side-by-side comparison or software-fused MRI and PET images. Data on distinctive utility of hybrid PET/MRI are rapidly emerging. There are potential competitive advantages of PET/MRI over PET/CT. In general, PET/MRI may be preferred over PET/CT where the unique features of MRI provide more robust imaging evaluation in certain clinical settings. The exact role and potential utility of simultaneous data acquisition in specific research and clinical settings will need to be defined. It may be that simultaneous PET/MRI will be best suited for clinical situations that are disease-specific, organ-specific, related to diseases of the children or in those patients undergoing repeated imaging for whom cumulative radiation dose must be kept as low as reasonably achievable. PET/MRI also offers interesting opportunities for use of dual modality probes. Upon clear definition of clinical utility, other important and practical issues related to business operational model, clinical workflow and reimbursement will also be resolved.
Medicine is evolving toward personalized care. This notion entails an amalgamation of data from multiple sources. Molecular imaging contributes significantly to the personalized medicine through providing noninvasive spatiotemporal information on physiologic and pathologic processes that then can be used not only for accurate diagnosis and determination of extent of disease but also for rational targeted therapy and treatment monitoring (1). Multimodality imaging contributes significantly in this new paradigm that in conjunction with other important data (e.g. genetic, clinical) can pave the way toward personalized medicine.
Integrated positron emission tomography/computed tomography (PET/CT) with the most common PET radiotracer, 18F-fluorodeoxyglucose (FDG) is now established as an important milestone in the imaging evaluation of patients with variety of disorders, particularly cancer (2). Nearly a decade after the introduction of PET/CT, clinical combined PET/magnetic resonance imaging (PET/MRI) systems have become available commercially. It is interesting to note that PET/MRI systems were developed first in the pre-clinical arena (3–6). With the success of clinical PET/CT and the unique features offered by MRI (e.g. excellent soft tissue contrast, options for multiparametric and functional imaging such as dynamic contrast enhancement or DCE and diffusion-weighted imaging or DWI, and lack of ionizing radiation), it was anticipated that clinical PET/MRI system will eventually appear in the market (7–13).
This article reviews the currently available clinical hybrid PET/MRI systems from the point of view of potential competitive advantages that they may provide over PET/CT camera systems and discuss the challenges ahead for mainstream placement of these systems in the care of patients under the paradigm of personalized medicine.
Clinical PET/MRI Systems
The first integrated clinical PET/MRI scanner (Brain PET, Siemens) was tailored to brain imaging in which a PET insert for a standard 3.0-T MRI scanner was devised (14). Recently, the 3 major imaging system vendors have come up with different approaches for performing whole-body PET/MRI. Torigian et al provides an excellent review of the technical details and features of each of these 3 approaches (15)(Figure1).
The sequential approach has been implemented by GE Health Care (Milwaukee, WI). and Philips Healthcare (Best, The Netherlands). The GE approach is essentially using two stand-alone systems in two separate but adjacent rooms that can be used either separately for performing PET or MRI studies or be used to shuttle a common mobile patient bed from one scanner room to the other scanner room. Attenuation correction of PET data is CT-based. This trimodality approach is the simplest in the sense of least technical hurdles with scanner integration and least challenges with workflow. Such a system allows for the independent use of the magnet system for clinical MR only imaging while PET imaging is being acquired on different patients. However, patient motion artifact between the 2 separate scans may be problematic (16).
The Philips approach is also a sequential approach that uses the Ingenuity time-of-flight PET scanner and a 3.0-T MRI placed next to each other in tandem in a large room with a patient bed that can be rotated 180° to transfer the patient from one scanner to the other scanner (17, 18). This system uses a MR-based attenuation correction scheme. Similar to the GE approach, the serial scanning approach by Philips is associated with less technical issues (e.g. shielding) but is probably more prone to patient motion artifact and is incapable of parallel data acquisition.
The Siemens scanner (Biograph mMR) is a fully integrated single gantry system with the PET detector ring placed within the 3.0-T MRI main magnet (19–21). This simultaneous acquisition approach offers potentially exquisite structural and functional images (Figure 2). Significant technical challenges had to be overcome including design and implementation of MRI-compatible PET photodetectors (avalanche photodiodes) and techniques for maintaining magnetic field homogeneity and novel MR-based attenuation correction of PET data. Comprehensive review of the work-in-progress regarding the various approaches (segmentation, atlas or template-based), including advantages and disadvantages, to MR-based attenuation correction of PET imaging data have been published elsewhere (22–27).
Current Challenges
As with introduction of any new diagnostic imaging technique, there are many challenges that will need to be addressed. PET/MRI systems appear to have been technically developed ahead of detailed considerations for many important practical issues including identification of clinical applications that would benefit exclusively from simultaneous imaging acquisition or dual-modality imaging probes, clinic workflow, optimized scan protocols, artifact handling, regulatory requirements, risks and safety considerations, training and credentialing needs for image interpretation, comparative effectiveness, cost-utility, and study reimbursement issues (28–32). Many of these challenges are currently being worked out. The reader is directed to an excellent review that summarizes the workflow and scan protocol consideration for integrated whole-body PET/MRI in patients with cancer (33–36). With regards to quantitative accuracy of PET, preliminary evidence suggests that MR contrast agents will not have adverse effects and that PET-derived semi-quantitative values are highly correlated to those values obtained from PET/CT (37, 38). The issue of credentialing has begun to be addressed in the US by a joint task force from the American College of Radiology and the Society of Nuclear Medicine and Molecular Imaging. Much work will be needed with regards to comparative effectiveness in various clinical settings which will then provide evidence for implementation of reimbursement by payers justifying broad-spectrum purchase and clinical use of PET/MRI systems.
Potential Clinical Applications of Integrated PET/MRI
While it is commonly agreed upon that combination of both PET and MRI can be useful in the imaging evaluation of various pathologic states, the need for simultaneity is still in debate. Nevertheless, PET/MRI provides unparalleled structural, metabolic, and functional (Figure 3) information which can significantly impact diagnostic evaluation and affect clinical decision-making, patient management, and potentially patient outcome. It may also enhance patient convenience by providing a “one-stop shop” diagnostic imaging work-up, reducing patient anxiety, total scan time, potential recalls for repeat scanning. In this section, we briefly review the current evidence on use of PET/MRI in various disease processes that may pave the way for identification of unique clinical situations where an integrated PET/MRI would be the most appropriate and accurate imaging modality for diagnostic evaluation. However, at the outset, it may be that simultaneous PET/MRI may be best suited for clinical situations that are disease-specific, organ-specific, or related to diseases of the children or those patients in whom cumulative radiation dose is desired to be kept as low as reasonably achievable. Here we briefly provide general information on how and why simultaneous PET/MRI may be useful in various clinical settings.
Neuropsychiatric
Catana et al summarized the potential clinical application of PET/MRI in patients with various neurological disorders (39). As noted by these authors, the simultaneous acquisition of PET and MRI data may be quite useful in translational neuropsychiatric research by providing an opportunity to collect comprehensive quantitative imaging-based data on a number of physiologic events (e.g. perfusion, metabolism, oxygenation, etc).
An area of growing interest in diagnostic imaging is in dementia work-up. This is further fueled by recent approval for use of PET agents for amyloid imaging (40). PET allows assessment of the relevant pathophysiology while MRI provides exquisite information on brain substructures as well as unique information such as diffusion tensor imaging, functional MRI, and default mode network (41–48). It is presumed that simultaneous PET/MRI can provide much convenience to these patients who are often elderly and may not tolerate repeated or long imaging sessions (49) (Figure 4). It can also help in deciphering the pathophysiology of the sequence of events that occurs in neurodegeneration in various dementia categories allowing not only for accurate differential diagnosis but also for objective evidence for clinical decision-making for a particular course of therapy.
PET (with a variety of relevant tracers including FDG) and MRI have also been separately used for localization of epileptogenic focus in patients with intractable seizure (Figure 5). It is clear that if a combined PET/MRI can provide sufficient information on localization of the epileptogenic focus, that will probably be preferred by the patient and the provider rather than performing these studies in two imaging sessions, often much separated in time from each other, delaying diagnosis and therapy.
Another important clinical arena that simultaneous PET/MRI may be contributory is in detection of salvageable brain in patients with stroke. It would be desirable if the clinician can decide on appropriate treatment (short-term and long-term) based on a comprehensive “one-stop shop “imaging information on the presence and extent of stroke. This can be, as previously suggested, a disease-specific route for determining the diagnostic utility of integrated PET/MRI in this important and prevalent clinical setting.
Cardiac
There is a rich and long published history of the utility of either PET with various radiotracers or MRI with various scan protocols in the imaging evaluation of the heart for an array of disorders. The pivotal question is whether simultaneous PET/MRI may provide a competitive advantage over separate clinical examinations. The answer to this question is not clearly evident at this time. However, we know that combining PET and MRI diagnostic information can be quite useful in deciphering various cardiac disease entities (50).
MRI provides efficient, accurate, and reproducible detailed morphological, functional, perfusion, and viability results in a 30 to 60 minute examination without ionizing radiation. While coronary artery anatomy may be interrogated with MRI techniques, reliable results are not universally reported. PET may provide quantitative information on myocardial perfusion, contractility, viability, and adrenogeric function, potentially predicting outcomes long before there are morphologic or functional abnormalities. Not all patients however can be imaged with MRI (e.g. patients with pacemakers, implantable cardioverter defibrillators, etc). Some patients may not tolerate the relatively enclosed environment of the magnet bore in view of claustrophobia. Patients with severe renal disease may also not be able to receive MR contrasts that can lead to nephrogenic systemic fibrosis although this condition is much less common than the nephropathy induced by the iodinated CT contrast agents.
A possible workflow for combined PET/MRI cardiac study may last as long as 45 minutes which includes serial assessment of cardiac wall motion, attenuation correction sequence, assessment of coronaries and stress perfusion, another attenuation correction sequence followed by rest perfusion assessment and delayed enhancement and finally assessment for coronary arterial inflammation (50). This examination will provide comprehensive diagnostic information on pericardiac and cardiac morphology, valvular function, coronary arterial status (e.g. anatomy, stenosis, plaques), ischemia, infarction, myocardial viability, inflammation (myocarditis, pericarditis), cardiomyopathy, left ventricular wall motion and thickening, and metabolism (50, 51). There is also opportunity for specialized interrogation of other pathophysiologic events such as sympathetic innervation, angiogenesis, hypoxia, apoptosis, receptor expression and enzymatic activity (Figure 6). Additional interesting areas of investigation in the coming years would be related to PET/MRI assessment of response to gene therapy and evaluation of stem cell delivery, viability, and differentiation.
Oncologic
Buchbender et al present a case-based summary of the potential utility of PET/MRI in patients with cancer (52, 53). As they note, PET/MRI may be highly accurate in T-staging of tumors for which MRI is routinely employed, such as head and neck cancer and primary bone and soft tissue tumors. For N-staging, the performance will probably be similar to PET/CT although use of the novel lymphotropic superparamagnetic nanoparticles may provide new opportunities for detection of nodal micrometastases that is not possible with PET/CT (54). For M-staging, the authors contend that MRI may provide higher accuracy for detection of lesions particularly in the brain, liver, and bone.
Kjaer et al reviewed their initial experience with the integrated PET/MRI system (Siemens Biograph mMR) that was installed at their facility in Copenhagen in December 2011 (55). A set of scanning protocols for specific organs (brain, head and neck, pelvis), patient population (e.g. children) and whole-body oncology are presented lasting from as short as 20 minutes (head and neck oncology) to as long as 45 minutes (whole-body oncology). The authors found that integrated PET/MRI improved delineation of brain tumors for radiation therapy planning and for defining post-surgical changes from viable tumor. For whole-body oncology they note that radiation exposure from CT can be avoided and that combined metabolic and diffusion-weighted imaging may improve assessment for treatment response.
Drzezga et al from Munich, Germany, also summarized their initial experience with the Siemens Biograph mMR scanner in 32 patients with a variety of cancers (19). In their protocol, PET/CT was first performed at about 86+/−8 minutes after FDG administration using a 2 minute per bed position followed by PET/MRI scanning at about 140+/−24 minutes post tracer injection using a 4 minute per bed position. They found that there was no significant difference between PET/CT and PET/MRI for detection of suspicious malignant lesions and that there was a high correlation between the mean standardized uptake values (SUVs) measured by either imaging modality for lesions (ρ=0.93) and background (ρ=0.92) activities.
In another investigation from Germany, 80 patients underwent single FDG injection, dual imaging protocol with PET/CT performed first (at mean of 73 minutes post injection and use of 3 minutes acquisition time per each of 7 bed positions) followed subsequently by PET/MRI (at mean of 172 minutes post injection and use of 10 minutes acquisition time per each of 4 bed positions)(56). MR-based attenuation correction was based on Dixon sequence. The concordance between PET/CT and PET/MRI for localization of lesions was 97.4%. No elevated noise and radiofrequency disturbances related to hardware cross talk between the PET and MR components were noted.
With the above overall summary on the usefulness of integrated PET/MRI system, we now briefly outline some of the studies that focused on specific tumor types.
Brain Tumors
It is interesting to note that the first application of combined PET/MRI was proposed for high quality anatomical, functional and metabolic imaging evaluation of the brain (14, 57). Boss et al reported on their initial experience with hybrid PET/MRI in patients with a number of different intracranial masses using 11C-acetate and 68-Gallium-DOTA-D-Phe1-Tyr-octreotide (68Ga-DOTATOC) as radiotracers (58). These investigators found no significant artifacts in the simultaneously acquired PET/MRI images with excellent agreement between computed tumor-to-reference tissue uptake ratios obtained from PET/MRI and PET/CT systems. Despite these early enthusiastic results, the exact role of simultaneously acquired PET/MRI (as opposed to fused images from different camera systems) in detection and localization of brain primary tumors and metastases needs further investigation. It is expected that MRI will contribute significantly in delineating cerebral lesions given its current major role in this clinical setting (Figures 7, 8). PET with a particular tracer can also provide clinically relevant information on tumor characterization and differentiation from post-therapy scar or for treatment planning (59). It is therefore generally reasonable to presume that PET/MRI will not only have a competitive advantage over PET/CT in this clinical arena but brain PET/MRI will probably be one of the main clinical applications of this combined imaging modality in the not too distant future.
Head and Neck Cancer
MRI plays an important role in the imaging evaluation of head and neck due to its excellent soft tissue contrast that provides detailed anatomical information in a relatively small compartment. The utility of PET in head and neck cancer has also been established for detection of occult primary tumor, staging, restaging, treatment response assessment and prognostication (60, 61). Boss et al reported feasibility of performing simultaneous PET/MRI in a pilot study of 8 patients with head and neck cancer that demonstrated lack of recognizable artifacts from the PET insert and excellent agreement of metabolic ratios to those obtained from PET/CT (62). Platzek et al summarized their experience with the use of Philips Ingenuity time-of-flight PET/MRI scanner in 20 patients with head and neck squamous cell carcinoma (63). The patients first underwent a conventional PET (Siemens ECAT EXACT HR+) on average 64 minutes after FDG administration. PET/MRI was performed subsequently on average 177 minutes after tracer injection. The total PET/MRI scan time was 39 minutes. PET/MRI detected the tumor in 17 of 20 patients, 16 by either PET data set and 14 by MRI. The maximum SUVs of tumor sites from PET/MRI were significantly higher than those obtained from dedicated PET. This observation was thought to be related to temporal increase in tumor uptake level and possibly due to influence of the MRI-based attenuation correction scheme.
Lung Tumors
MRI is considered overall less sensitive than CT for detection of pulmonary lesions (64, 65). However, combination of PET metabolic information, use of certain MR sequences (half-Fourier, single-shot, turbo spin echo, and DWI) can provide clinically relevant information on primary and metastatic lung lesions including superior MRI-based delineation of tumor infiltration to adjacent tissues (66). Nevertheless, lung evaluation will probably not be the primary indication for combined PET/MRI but this assertion will need further investigation.
Breast Cancer
Specific data regarding the diagnostic performance of simultaneous PET/MRI of breast cancer is lacking. MR mammography is highly sensitive for detection of small tumor deposits but is limited by low specificity. PET also suffers from limited spatial resolution and can be falsely positive in non-malignant conditions (e.g. some fibroadenomas). However, as noted by Buchbender and colleagues, PET/MRI may be most useful in setting of evaluation for suspected tumor recurrence, response to neoadjuvant therapy, and prognosis (52). In the latter case, MRI can provide accurate delineation of the local tumor extent and PET supplies prognostically important information on tumor metabolism (67, 68).
Hepatic and Gastrointestinal Tumors
Information on the diagnostic utility of hybrid PET/MRI in hepatocellular carcinoma (HCC) is lacking (69, 70). However, based on what is already known about MRI and PET/CT in this clinical setting, it may be presumed that hybrid PET/MRI with use of an appropriate radiotracer (e.g. FDG for well-differentiate HCC and 11C-acetate or 18F-fluorocholine for poorly differentiated HCC) and multiparametric MRI (e.g. DCE, DWI) may provide a “one-stop shop” accurate imaging evaluation of HCC (71, 72). With regards to hepatic metastases, results from separately acquired PET/CT and MRI fusion images suggest that PET/MRI may have an advantage over PET/CT (73).
Beiderwellen and colleagues from Germany reported recently on their initial experience with simultaneous PET/MRI with 68Ga-DOTATOC in comparison to PET/CT in patients with gastroenterpancreatic neuroendocrine tumors (74). PET/MRI and PET/CT were essentially equivalent in their diagnostic performance for most lesions except that PET/MRI missed a number of lung and hypersclerotic bone lesions. It remains for future studies to elucidate whether PET/MRI may provide a competitive advantage over PET/CT in this clinical setting.
Prostate Cancer
MRI plays and important role in the clinical imaging evaluation of prostate gland (75, 76). There is also much active research that is currently underway for the deciphering the utility of PET with various radiotracers in different clinical phases of prostate cancer (77). Simultaneous PET/MRI may provide a valuable platform for accurate imaging assessment of the prostate gland providing opportunity for targeted biopsy reducing the current high rate of negative “blind” initial and repeated biopsies as well as facilitating the prospects for targeted focal therapy (male lumpectomy) (Figure 9). There may also be other unique applications in the imaging evaluation of patients with biochemical failure and evaluation of treatment response and prognosis in metastatic disease.
Wetter et al reported their initial experience with simultaneous PET/MRI of the prostate gland using 18F-fluorocholine as the radiotracer in 8 patients with histologically proven prostate cancer, 2 patients with suspected cancer despite negative repeated biopsy results and 5 patients with suspected prostate cancer based on elevated or rising prostate specific antigen (78). High-resolution T2 weighed images localized the areas of elevated 18F-fluorocholine uptake and there was a high concordance between PET and DWI.
Gynecological Tumors
There are no data on the potential use of hybrid PET/MRI in gynecological cancers. However, it is recognized that the combination and excellent soft tissue contrast and diffusion-weighted imaging with MRI in combination with various radiotracers in conjunction with PET may provide a unique opportunity for PET/MRI in the imaging evaluation of female pelvis at lower radiation exposure in comparison to PET/CT. Limited data obtained from fused separate PET and MRI studies in this clinical setting are supportive of such supposition (79–81).
Soft tissue and Bone Tumors
Bouchbender et al summarize the data from fused PET and MRI in patients with bone and soft-tissue tumors as well as in lymphoma and melanoma (53). Based on these data, it appears that PET/MRI may have a competitive advantage over PET/CT in T-staging of primary bone and soft tissue tumors and in M-staging for hepatic and cerebral metastases. For N-staging, PET/MRI will probably yield similar performance to PET/CT. While data on simultaneous PET/MRI in this setting is lacking, single case reports or other evidence suggest a potentially major role for hybrid PET/MRI in the imaging evaluation of patients with lymphoma, melanoma, and bone and soft tissue tumors (82–88).
Musculoskeletal
PET/MRI provides an interesting opportunity to assess for musculoskeletal disorders in one setting. MRI is commonly used for assessment of joints, ligaments, tendons, cartilaginous structures, and bone marrow (89). PET with FDG has been shown to be useful in the imaging evaluation of infection including differential diagnosis of osteomyelitis and Charcot joint in patients with diabetes mellitus (90, 91). It is therefore reasonable to consider that combined PET/MRI may be helpful in a number of specific clinical situations such as assessment of arthridies and diabetic foot (92). However, whether simultaneity of this combined assessment would be beneficial in some way (clinical and financial) will need additional work.
Infection and Inflammation
Both PET with FDG and MRI have been shown to be useful for diagnostic evaluation of a variety of inflammatory and infectious processes (92–94). These may include spondylodiscitis, inflammatory bowel disease (Crohn's and ulcerative colitis), autoimmune inflammatory disorders (e.g. Sjogren's syndrome), sarcoidosis, arthritidies (rheumatoid arthritis, psoriatic arthritis, osteoarthritis), vasculitidies, systematic lupus erythematosus and metabolic syndrome. The inquiry remains whether simultaneous PET/MRI may a competitive advantage over separate imaging examinations if indeed both are considered to be performed in the same patient. At this time use of FDG PET in patients with infectious and inflammatory conditions are underutilized, despite proven potential utility, in view of lack of reimbursement and probably lack of awareness on the part of referring clinicians and even imaging specialists. The use of hybrid PET/MRI in this clinical setting, while overall rational, will need further evidence.
Pediatrics
At the outset, it appears logical that PET/MRI may be the multimodality of choice (over PET/CT) in view of less radiation exposure and all that is offered by MRI and PET for a comprehensive structural and metabolic assessment of pediatric patients. Unfortunately to date there are no relatively large-scale studies on the utility of the combined use of PET/MRI in children. However, small scale case studies or retrospective correlative investigations have demonstrated utility in specific clinical settings (95–98). Nevertheless, it is generally accepted that hybrid PET/MRI may play a significant role in the care of children, particularly with cancer, who may need to undergo repeated diagnostic imaging sessions and as such it is desirable to minimize their cumulative radiation exposure (99).
Conclusion
Clinical hybrid PET/MRI has become available and will probably be preferred over PET/CT in pediatrics or for evaluation of specific diseases, anatomical regions, or organs. PET/MRI also offers interesting opportunities for use of dual modality probes in both research and clinical arenas. It is expected that as exact clinical indications are defined in the near future, the other important logistical issues (clinical workflow, regulatory and reimbursement) will also be worked out.
Acknowledgments
Support: National Institutes of Health, National Cancer Institute, grants R01-CA111613 and R21-CA142426 (PI: H. Jadvar).
Footnotes
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The authors declare no conflicts of interest.
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