Abstract
Background
Evaluation of the application of CSF real-time quaking-induced conversion in Creutzfeldt–Jakob disease surveillance to investigate test accuracy, influencing factors, and associations with disease incidence.
Methods
In a prospective surveillance study, CSF real-time quaking-induced conversion was performed in patients with clinical suspicion of prion disease (2014–2022). Clinically or histochemically characterized patients with sporadic Creutzfeldt–Jakob disease (n = 888) and patients with final diagnosis of non-prion disease (n = 371) were included for accuracy and association studies.
Results
The overall test sensitivity for sporadic Creutzfeldt–Jakob disease was 90% and the specificity 99%. Lower sensitivity was associated with early disease stage (p = 0.029) and longer survival (p < 0.001). The frequency of false positives was significantly higher in patients with inflammatory CNS diseases (3.7%) than in other diagnoses (0.4%, p = 0.027). The incidence increased from 1.7 per million person-years (2006–2017) to 2.0 after the test was added to diagnostic the criteria (2018–2021).
Conclusion
We validated high diagnostic accuracy of CSF real-time quaking-induced conversion but identified inflammatory brain disease as a potential source of (rare) false-positive results, indicating thorough consideration of this condition in the differential diagnosis of Creutzfeldt–Jakob disease. The surveillance improved after amendment of the diagnostic criteria, whereas the incidence showed no suggestive alterations during the COVID-19 pandemic.
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Introduction
Human prion diseases are a group of rapidly progressive neurodegenerative disorders that are caused by a conformational change of the physiological Prion protein (PrPC) into its pathogenic isoform Prion protein scrapie (PrPSc). In prion diseases, PrPSc spreads throughout the central nervous system, forms amyloid aggregations, and ultimately leads to an inevitable spongiform degeneration of the brain. PrPSc has characteristics of an infectious agent and prion diseases are potentially transmissible [1, 2].
Sporadic Creutzfeldt–Jakob disease (sCJD) is the most frequent human prion disease, followed by hereditary forms that may clinically present as familial CJD (fCJD), Fatal Familial Insomnia (FFI), or Gerstmann Sträussler–Scheinker syndrome (GSS). Acquired prion diseases (iatrogenic CJD and variant CJD) are rare but still a matter of public health [3]. The incidence of sCJD is 1.5–2.0 per million person-years and the median survival time 5–6 months [4, 5]. Distinct clinical and neuropathological phenotypes of sCJD are associated with an interplay of the Methionine (M)/ Valine (V) polymorphism at Codon 129 PRNP and the PrPSc glycotype (1 and 2) [6], resulting in six major subtypes of sporadic prion disease: MM/MV1, MM/MV2C (cortical), VV2, MV2K (with “kuru-plaques”), VV1, and MM2T (sporadic Fatal Insomnia). These subtypes are also associated with distinct characteristics regarding fluid biomarkers and MRI patterns [7, 8]. Although a definite diagnosis of sCJD is made by neuropathological investigation, clinical criteria have been established decades ago to diagnose a “probable” sCJD [9]. Subsequently, fluid markers (proteins 14-3-3) [10] and MRI [11] have been added as biomarker criteria. In recent years, the real-time quaking-induced conversion (RT-QuIC) has been included in the diagnostic criteria as a specific new biomarker criterion [12, 13]. In the presence of PrPSc seeds, RT-QuIC initiates and maintains in vitro protein misfolding of recombinant PrP by constant quaking, and facilitates a fluorescent readout. It was first established in 2011 [14] in cerebrospinal fluid and based on earlier methods using cyclic amplification [15]. The method is also able to detected PrPSc seeding activity in other tissues such as olfactory mucosa, skin, and retina [16]. The diagnostic accuracy of CSF RT-QuIC was evaluated in multiple studies that reported sensitivities between 77 and 97% and specificities of > 99% [12]. Due to its high specificity, the test facilitates early and accurate identification of sCJD. Similar to what was shown for 14-3-3 tests [17], application of RT-QuIC will most likely result in improved CJD surveillance [18, 19]. However, the method seems to be less sensitive in rare sCJD subtypes, e.g., MM2C and VV1 [19, 20]. Most important, few false-positive cases have been described [21], but the factors that may lead to such results have not been investigated in prospective studies.
Thus, we aimed to investigate the diagnostic accuracy of CSF RT-QuIC in a large-scaled prospective surveillance study over eight years and included analyses of factors that may influence the sensitivity and the specificity of the test. Further, we studied the development of sCJD incidence rates in Germany in the context of the new diagnostic protocol as well as under the impression of the COVID-19 pandemic.
Methods
German Creutzfeldt–Jakob disease surveillance
The German CJD Surveillance group at the University Medical Center Göttingen has systematically recorded biomarker and other clinical data of suspected prion disease patients since 1993. In 2006, it was named “National Reference Center for Transmissible Spongiform Encephalopathies” and was officially tasked with German CJD Surveillance by the Robert-Koch Institute and the German Federal Ministry of health. In Germany, suspected sporadic or acquired prion diseases are notifiable and local health care authorities contact the CJD Surveillance group for clinical case classifications. Part of these are based on personal visitation by physicians from the CJD Surveillance group and referrals to the in- and outpatient clinics of our University hospital. Especially in recent years, the majority of case classification was based on structured telephone interviews, written medical reports, and MRI image files that had been sent to the CJD Surveillance group. In addition, the majority of CSF 14-3-3 and all CSF-RT-QuIC analyses in Germany are performed in our reference laboratory. For the post-mortem case classification, the CJD surveillance group cooperates with reference centers for the neuropathology of prion diseases at the Saarland University Medical Center and at the University Medical Center Hamburg-Eppendorf.
Study design and case classification
The presented case–control study on the diagnostic accuracy of CSF-RT-QuIC considered all diagnostic tests that were performed prospectively by the German CJD surveillance group between March 2014 and April 2022. In that timeframe, n = 4948 analyses were performed in 4599 patients. However, only patients with available clinical information, as well as all RT-QuIC positives (regardless of availability of further information) were considered for further investigations (n = 1736). In a subset of these patients (n = 241), the diagnosis remained unclarified due to several reasons. Patients passed before completion of clinical diagnostics and no autopsy was performed; requested case data was not sent by the treating institution; available data on diagnostic measures was not complete or not conclusive. In this study, clinically characterized patient groups were classified as follows (Fig. 1):
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Definite and probable CJD were diagnosed according consensus criteria from 2009 [11] without consideration of RT-QuIC results (n = 888).
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Control patients (n = 371) were classified as non-prion disease cases when either neuropathological investigation or clinical characteristics (including CSF analyses and neuroimaging) undoubtedly indicated other etiologies.
Patients with probable sCJD based on RT-QuIC positivity [12] not meeting pre-RT-QuIC criteria (n = 212) [11] were excluded from evaluations of the RT-QuIC accuracy to avoid a verification bias. Iatrogenic CJD, sporadic Familial Insomnia, and Genetic prion diseases were diagnosed based on consensus clinical or neuropathological criteria (n = 24) and not considered for evaluations of test accuracy as well.
Part of the data presented in this manuscript was used for previous analyses of amended diagnostic criteria and for an international validation study. This concerns n = 118 controls and n = 65 autopsy-confirmed sCJD cases from the years 2014 to 2017 [18], as well as n = 91 autopsy-confirmed sCJD cases and n = 55 controls from the years 2017 to 2019 [13].
CSF RT-QuIC and other diagnostics
Proteins 14-3-3 were detected by Western Blot until March 2016 and measured by ELISA since April 2016, according to previously published protocols [22, 23]. EEGs and MRIs were considered for case classification according to established criteria [12] when images were reviewed by physicians from the German CJD Surveillance or when written and detailed neuroradiological reports were available.
CSF RT-QuIC was performed if requested by treating institutions or routinely as a validation test in all 14-3-3 positive samples, and when treating institutions or the surveillance group expressed clinical suspicion of prion disease. A previously published and validated test protocol using hamster-sheep chimeric recombinant PrP was applied [18, 24, 25]. The assay was rated positive when > 50% of the replicates (two of three) showed a fluorescence signal increase by more than 10,000 relative fluorescence units from the assay’s initial baseline before 80 h passed. For each replicate, 14 µl CSF was processed (45 µl in total). Since August 2018, assays with positive result in one of the three replicates were repeated according to the same protocol. If so, the overall test was rated positive, when more than two replicates were positive in six runs (≥ 50%). All technicians performed all CSF tests blind to clinical data. Neuropathological diagnosis was based on histochemical PrPSc subtyping [26] in the majority and a membrane adsorption assay as screening method [27], followed by PrPSc-detection by Western Blot assay in a subset of the patients.
Statistical methods
We calculated test sensitivity and specificity with 95% confidence intervals (95%CI) and applied Fisher’s exact test to investigate distribution of positive and negative RT-QuIC results among groups with defined characteristics. The two-tailed Mann–Whitney U Tests was applied to compare non-parametric data between positive and negative cases. Statistical significance was considered at p < 0.05. Statistics were performed with SPSS and graphics were created with Microsoft Office.
Results
Descriptive data and test accuracy
The study for evaluation of RT-QuIC in sCJD included data from n = 1259 patients (51% females) with a median age of 70 years (min: 8, max: 94) at lumbar puncture. The biggest proportion was diagnosed either as definite sCJD (n = 201) or probable sCJD (n = 687). In sCJD patients (n = 888, 48% females, n = 201 definite and n = 687 probable cases), the median age was 69 years (min: 43, max: 94). The data are shown in Table 1 and a graphical summary of the study cohort is presented in Fig. 1. Other groups with prion disease are shown in Supplementary Table 1. The time from onset to lumbar puncture was estimated in sCJD patients based on arrival of CSF samples at our center and reports of disease onset by caregivers or relatives. Here, the median time from onset to RT-QuIC test was 62 days (min: 2, max: 1163, n = 830). The median time from test to death was 20 days (min: 0, max: 962, n = 553). Out of sCJD patients with known disease duration n = 111 (20%) were tested in the first and n = 439 (80%) in the second half of the total disease course.
The sensitivity of RT-QuIC was evaluated in each group with prion disease and the specificity was calculated in non-prion disease control patients as presented in Table 1. In summary, CSF RT-QuIC showed a sensitivity of 90.2% (95% CI 88.06–92.08) for sCJD (90.7% in probable and 88.6 in definite sCJD). The sensitivity was highest in the most frequent “classical” (MM/MV1: 88%, MM/MV1 + 2C: 91%) and “ataxic” (MV2K: 92%, VV2: 100%) sCJD subtypes. In rare subtypes with predominant cortical pathology, CSF RT-QuIC showed lower sensitivities (MM/MV2: 63%, VV1: 60%). The specificity of CSF RT-QuIC was 98.7% (95% CI: 96.90–99.56) in all control cases and 98.7% (95% CI 92.98–99.97) when only autopsy-confirmed cases were considered.
RT-QuIC sensitivity in sCJD
Regarding the rate of true-positive RT-QuIC results, we observed no significant differences between males and females (p = 0.911), as well as between definite and probably sCJD (p = 0.316). In addition, the age at sampling was not significantly different between RT-QuIC-positive and -negative sCJD patients. In contrast, we observed differences regarding total disease duration (longer disease duration in RT-QuIC-negative patients, p < 0.001) and disease stage (higher rate of false negatives in early clinical stages, when patients did not fulfill clinical WHO criteria [10], p = 0.029). Information on the sCJD subtype was available in n = 161 cases with neuropathology-based diagnosis. In 40 out of the 201 cases with definite diagnosis, PrPSc was detected by immune-histochemistry or Western Blot, but further characterization was not possible due to low tissue volume (biopsy), autolysis, or missing genetic information. Codon 129 testing was performed in n = 114 patients with definite or probable sCJD. The sensitivity was similar between M/M, M/V, and V/V (83–86%). A summary is shown in Table 2.
Further, we investigated the sensitivity of biomarker combinations in an explorative manner in sCJD cases with neuropathological confirmation. We observed high sensitivities for CSF RT-QuIC (89%), 14-3-3 (89%), and MRI (83%), whereas EEG showed a weak sensitivity (40%) and was not considered for further evaluations. Combining two or more biomarkers increased the sensitivity to 95% (RT-QuIC, 14-3-3), 99% (RT-QuIC, MRI), and 100% (RT-QuIC, MRI, 14-3-3), respectively (Table 3).
Additionally, we observed was a significantly different rate (p < 0.001) of true-positive MRI results between image evaluations by the CJD Surveillance group (92%) and external physicians (60%), leading to the combined sensitivity of 83%. Ten scans that were rated negative by the surveillance group showed either no restricted diffusion, ambiguous presence of restricted diffusion or cortical ribboning in only one region, which did not fulfill the applied criteria [12]. External false negative (written) reports indicated either no abnormalities (most commonly) or interpreted restricted diffusion or FLAIR hyperintensities as signs of ischemia or encephalitis. Surveillance group evaluations used images from local scans or DICOM data files from external sources. These evaluations were performed blind to external reports and final diagnosis but in the framework of the ongoing diagnostic procedure. Thus, this observation is not a result of a controlled and specific study, but a finding that is in line with a recent report from the UK [28].
RT-QuIC in non-prion disease control patients
The specificity of CSF RT-QuIC was investigated in n = 371 control patients, of which five (1.3%) were false positive. Within the subgroup of controls with neuropathological diagnosis (n = 77), only one patient showed false-positive RT-QuIC. The patient had an inflammatory CSF syndrome and brain biopsy revealed meningeal and perivascular lymphocytic infiltrations but also cellular FUS-positive inclusion bodies. In the end, the relationship between neuro-inflammation, neurodegenerative pathology, and clinical phenotype could not be clarified. Out of four false-positive patients with clinical diagnosis, one had a brain sinus thrombosis and the others were diagnosed with immune mediated or unclear encephalitis. In other words, the specificity of CSF RT-QuIC was 96.3% when inflammatory CNS diseases and 99.6% when other diagnoses were used as controls, respectively. All of the four encephalitis patients showed at least partial clinical improvement after steroid treatment or plasmapheresis. Regarding results from basic CSF analyses, some patients showed signs of inflammation such as slightly elevated white blood cell count or oligoclonal bands and some did not. None of the false-positive cases showed CJD-typical findings on MRI. In some cases, repetitive testing from the same sample showed consistent (false-positive) reaction (Table 4). The fluorescence signal curves in false-positive cases showed some abnormalities compared to sCJD. Patients with encephalitis displayed fluorescent curves with either fluctuating baseline signal, rather flat evolution of signal increase, or lower signal maximum than usual, although a significant increase above the pre-defined cut-off was present. In contrast, the patient with brain sinus thrombosis resembled a CJD-typical RT-QuIC reaction but rather late signal increase (Fig. 2A).
The rate of false-positive results was significantly increased in patients with diagnosis of inflammatory brain disease (4 of 108) compared to those without diagnosis of inflammatory CNS diseases (1 of 263, Fisher’s exact test: p = 0.027, Fig. 2B). Thus, we further investigated the general frequency of RT-QuIC signal increase among controls. The assay has been performed in triplicates in our center as described above and was only rated positive, when at least two of these replicates showed an increased signal above the threshold. On the other hand, many of the sCJD patients with negative tests results (47%) and several control patients (5%) showed a signal increase in only one of the replicates. We analyzed the occurrence of these signal increases in control patients. The biggest diagnostic group included inflammatory CNS diseases (n = 108), followed by neurovascular (n = 87) and neurodegenerative diseases (n = 65, n = 66 when one patient with concurring inflammatory and neurodegenerative etiology was also assigned to this group). The overall rate of false-positive results and single RT-QuIC signal increases was significantly higher in patients with inflammatory CNS diseases than in those without (Fisher’s exact test: p = 0.001, Fig. 2B, Supplementary Table 2). Sex (Fisher’s exact test: p = 0.510) and age (Mann–Whitney U test: p = 0.473) did not differ significantly between the non-prion disease groups with all negative RT-QuIC replicates (n = 349) and at least one positive RT-QuIC replicate (n = 22).
Serial RT-QuIC tests
Subsequent lumbar punctures and diagnostic tests we performed in a subset of patients under the same analytic conditions and similar sample characteristics (no relevant blood contamination). Most of these tests were either repeatedly negative (n = 68) or positive (n = 28). In n = 33 cases with sCJD and one with GSS, the initial RT-QuIC tests were negative but later tests were positive. Interestingly, RT-QuIC turned negative in the disease course of n = 5 cases (Table 5). Three were (initially false-positive) control patients with encephalitis, which turned RT-QuIC negative after steroid or plasmapheresis treatment. Two other cases were diagnosed with probable sCJD. In these two patients, all other clinical markers (syndrome, EEG, CSF 14-3-3, and MRI) showed CJD-typical characteristics. We could not identify analytical reasons for the discrepancy but pre-analytical differences between the samples (before arrival at our center) or stochastic effects may be potential explanations.
Development of CJD incidence in Germany (2006–2021)
The cumulative incidence of sCJD has increased from 1.7 per million person-years 2006–2017 to 2.0 per million person-years in 2018–2021, when diagnostic criteria including RT-QuIC were applied prospectively (Fig. 3). These data also include sCJD cases that were classified without RT-QuIC analyses (based on 14-3-3, MRI, and EEG only) as well as autopsy results from cases without available clinical data. In some RT-QuIC-positive cases, no further or no sufficient clinical information was available to the CJD Surveillance group. These cases were indicated as “unclarified” throughout this manuscript. Including these patients resulted in a cumulative incidence of 2.1 per million person-years (2018–2021). We could not observe any suggestive alteration of sCJD incidence in the years of the COVID-19 pandemic 2020 (2.10) and 2021 (2.01) compared to the preceding year 2019 (2.08), the first year in which all cases were systematically classified according to the amended criteria.
Discussion
CSF RT-QuIC has become the gold standard in the laboratory-based diagnosis of sCJD [29]. It is currently applied as a solitary criterion within the biomarker-set of diagnostic protocols [12] and as a “confirmatory” test after CJD-typical results from other biomarker analyses [30]. Here, we present comprehensive data from a well-established surveillance system including all patients with diagnosis of sCJD (n = 888) and a highly specific cohort of CJD mimics (n = 371).
We observed a sensitivity of 90% for sporadic sCJD, which is comparable to some reports from surveillance centers using 1st generation RT-QuIC [31, 32] and slightly below the sensitivity of a modified protocol called 2nd generation RT-QuIC (IQ), which was introduced in 2015 [33] and showed a sensitivity ranging from 92 to 96% [33,34,35]. Several factors that may influence the test sensitivity have been proposed in the past. We observed no significant differences between true and false-positive sCJD patients regarding age and sex, in contrast to a previous study that identified false-negative results to be associated with lower age and female sex [19]. We can only speculate on the reasons for this discrepancy, but it could possibly be associated with different test protocols or with the investigated sCJD cohorts. In that study, only autopsy-confirmed cases were evaluated and we observed differences of the age and the sex distribution between probable and definite cases in our cohort (Table 2). We observed no difference of the overall test sensitivity between probable and definite patients in our cohort, though. However, we could replicate an association between longer disease duration and test negativity, and showed that false-negative RT-QuIC is associated with early disease stage. We also validated high sensitivity for the most frequent MM/MV1, VV2, and MV2 sCJD subtypes [19, 34, 35], whereas sensitivity seems to be lower in the rare MM2 and VV1 subtypes [19, 34]. In some studies [34], sensitivity was slightly higher than in ours, possibly due to different substrates or test protocols. On the other hand, investigated case numbers of these subtypes were rather low in all studies (around 10 or less in each), which may not allow to draw final conclusions. An explanation for the low sensitivity may be that MM2C and VV1 subtypes show predominant cortical PrPSc pathology in early disease stages [6] and slower disease progression than most other sCJD subtypes, possibly resulting in less amount of PrPSc in the CSF. This would be in line with evaluations in genetic prion diseases that reported low sensitivity in entities with slow disease progression (GSS) or pathology restricted to defined structures (brainstem and thalamus in FFI, cerebellum in GSS) in early disease stages [36].
Regarding the specificity of RT-QuIC, previous analyses showed an excellent accuracy of CSF RT-QuIC of about 99% or higher [12]. Our data from eight years of clinical application indicated a specificity of 99% but for the first time, we evaluated test-related and clinical data in a series of five false-positive cases. Four of them were diagnosed with immune-mediated encephalitis and the rate of false positives was significantly higher than in other diagnostic groups (p = 0.027). In addition, single (one of the three) false-positive signal increases were also significantly more frequent among differential diagnoses with inflammatory pathophysiologic background (p = 0.001), suggesting a potential causal relationship between encephalitis and false-positive RT-QuIC results. Of course, analytical and pre-analytical factors cannot be excluded. In the literature, only 10 cases of false-positive RT-QuIC or Endpoint-QuIC with clear diagnosis have been reported (see Table 5). They were diagnosed with vascular dementia [32], Alzheimer’s disease [25], mixed dementia [19], and tauopathies [35, 37], immune-mediated encephalitis [20, 35, 38], and amyloid-associated vasculitis [39].
The possibility of a higher likelihood of false-positive RT-QuIC among encephalitis patients is an important issue because many inflammatory encephalopathies are highly treatable and may represent the most important clinical mimics of CJD and causes of rapidly progressive dementia [40]. On the other hand, all false-positive patients showed either clinical or CSF characteristics that pointed to other diagnoses than CJD, indicating that consideration of factors such as inflammatory signs in the CSF may improve the specificity of an RT-QuIC-based clinical diagnosis. Total CSF Tau protein may also give additional clues because of better specificity in the discrimination of CJD and acute encephalopathies than 14-3-3, but Tau was not available for the false-positive patients. On the other hand, total-tau may also be extremely elevated in encephalitis [41] due to ongoing severe neuronal damage. More important, none of the patients showed CJD-typical MRI. In our autopsy series, no patient received incorrect ante-mortem diagnosis of CJD based on RT-QuIC positivity. We identified only five false-positive results in eight years of RT-QuIC application in a sum of 4599 patients. However, clinical information was only available for 371 control patients, leading to the reported specificity of 99%.
Further investigations have to validate our findings about false-positive RT-QuIC and investigate potential mechanisms. So far, previous studies have not found association of RT-QuIC efficiency and neuronal damage markers such as total-tau and proteins 14-3-3 in sCJD patients [42]. Total PrP was also not associated with seeding efficiency in sCJD [42] but has not been investigated as a factor for false-positive RT-QuIC, yet. On the other hand, total PrP was not shown to be significantly altered in encephalitis compared to cerebral ischemia or control patients [43]. Another potential reason may be the influence of factors in the CSF that are directly linked to neuro-inflammation. Epileptic activity in encephalitis patients was also discussed as a cause for false-positive results [21]. Our data did not allow the evaluation of the presence of seizures in relation to lumbar puncture in control patients, but patients with primary diagnosis of seizures or status epilepticus caused by idiopathic epilepsy syndromes, or reversible conditions such as alcohol withdrawal showed a low frequency of positive test replicates (one in 30 patients). However, the mechanisms for false-positive results may be related to the CSF. RT-QuIC from other body tissues such as olfactory mucosa [44, 45] are an alternative clinical test and should be investigated in future studies on the specificity of RT-QuIC in neuro-inflammatory diseases. Clarification of the reasons for false-positive PrPSc RT-QuIC reactions may also be highly relevant for the application of other protein amplification assays such as α-Synuclein RT-QuIC. So far, only very few false-positive results have been reported and were associated with Wernicke’s encephalopathy, Alzheimer’s disease, and encephalitis [46, 47].
Although our study provides comprehensive data on clinical experience with RT-QuIC, the study has naturally some limitations. First, our test protocol [24] uses chimeric hamster-sheep recombinant PrP as substrate, whereas most other centers are using hamster recombinant PrP [32, 33]. Some centers showed that IQ-CSF RT-QuIC may have a superior sensitivity for sCJD compared to previous protocols [30, 45, 48]. It remains unclear, whether IQ RT-QuIC underlays the same or similar confounders for PrP seeding as our protocol but international ring trials have shown that RT-QuIC results are highly concordant among different test centers and test protocols [25, 49]. Our protocol has been well established over years and we have achieved a high level of experience to perform the test in a reliable and reproducible way.
Regarding the sensitivity, further histochemical characterization of sCJD was only available in a limited number of cases (n = 161), discouraging reliable conclusions on the sensitivity of rare (MM2, VV1) sCJD subtypes. Similarly, Codon 129 was analyzed in a rather small subset of patients (n = 114). Lastly, our surveillance data includes a number of uncharacterized cases with suspected prion disease or positive CSF RT-QuIC. In these cases, further clinical data were not available and thus, we cannot exclude additional false-positive or false-negative test results in this group. Our cohort may be prone to an according selection bias. On the other hand, we assume that this bias might rather be less relevant than in retrospective case–control studies or in studies including only autopsy-confirmed cases.
As a secondary outcome, we observed an increased overall sCJD incidence in Germany after inclusion of the test in the clinical diagnostic protocol. In this context, we assume that the increase from 1.7 (2009–2017) to 2.0 (2018–2021) person-years is a result of the improved clinical detection of early sCJD cases (based on positive RT-QuIC) as previously suggested or observed by our group [18] and others [13, 17, 19]. This effect was also described in the context of previous criteria modifications [50]. Another interesting observation was the apparent lack of an alteration of the overall sCJD incidence during the Covid-19 pandemic. Annual numbers of positive RT-QuIC results remained stable between 2019 and 2021 (Fig. 3). Although we cannot exclude influence of viral infections on genesis or course of prion diseases, our surveillance data do not suggest an immediate causal relationship between COVID-19-related factors and CJD on the population level.
Conclusion
Chimeric PrP CSF RT-QuIC is an accurate diagnostic tool for the differential diagnosis of sCJD. If the test is interpreted in the context of a complete diagnostic work-up, it may provide an extremely high level of ante-mortem diagnostic certainty. RT-QuIC negativity combined with absence of CJD-typical results in 14-3-3 analysis and MRI indicates extremely low likelihood of sCJD. The routine application of RT-QuIC improves CJD surveillance and leads to a formal increase of the disease incidence. However, the sensitivity is influenced by disease stage and disease subtype. False-positive results may occur and clinicians have to be aware of this possibility. In cases with ambiguous clinical presentation, we recommend consideration of other diagnostics, in particular MRI, and repetitive RT-QuIC analyses from the same sample to exclude the influence of analytical factors. Nonetheless, a consecutive lumbar puncture, at best after therapeutic intervention, may be necessary to detect false positivity based on pre-analytical or disease-related factors. In this context, RT-QuIC from other body tissues such as olfactory mucosa may be an alternative, if available. Inflammatory CNS disease, especially immune-mediated encephalitides, should always be considered as potential clinical and laboratory mimics of CJD. Although general comparability of different RT-QuIC protocols and substrates have been shown, our pilot findings need to be verified through studies using other body tissues and test protocols such as IQ.
Data availability
All manuscript-related data is available and will be provided upon reasonable request.
References
Prusiner SB (1998) Prions. Proc Natl Acad Sci U S A 95:13363–13383. https://doi.org/10.1073/pnas.95.23.13363
Brown P, Gibbs CJ Jr, Rodgers-Johnson P et al (1994) Human spongiform encephalopathy: the National Institutes of Health series of 300 cases of experimentally transmitted disease. Ann Neurol 35:513–529. https://doi.org/10.1002/ana.410350504
Watson N, Brandel JP, Green A et al (2021) The importance of ongoing international surveillance for Creutzfeldt–Jakob disease. Nat Rev Neurol 17:362–379. https://doi.org/10.1038/s41582-021-00488-7
Ladogana A, Puopolo M, Croes EA et al (2005) Mortality from Creutzfeldt–Jakob disease and related disorders in Europe, Australia, and Canada. Neurology 64:1586–1591. https://doi.org/10.1212/01.WNL.0000160117.56690.B2
Uttley L, Carroll C, Wong R et al (2020) Creutzfeldt–Jakob disease: a systematic review of global incidence, prevalence, infectivity, and incubation. Lancet Infect Dis 20:e2–e10. https://doi.org/10.1016/S1473-3099(19)30615-2
Parchi P, Giese A, Capellari S et al (1999) Classification of sporadic Creutzfeldt–Jakob disease based on molecular and phenotypic analysis of 300 subjects. Ann Neurol 46:224–233
Castellani RJ, Colucci M, Xie Z et al (2004) Sensitivity of 14-3-3 protein test varies in subtypes of sporadic Creutzfeldt–Jakob disease. Neurology 63:436–442. https://doi.org/10.1212/01.wnl.0000135153.96325.3b
Bizzi A, Pascuzzo R, Blevins J et al (2021) Subtype diagnosis of sporadic Creutzfeldt–Jakob disease with diffusion magnetic resonance imaging. Ann Neurol 89:560–572. https://doi.org/10.1002/ana.25983
Masters CL, Harris JO, Gajdusek DC et al (1979) Creutzfeldt–Jakob disease: patterns of worldwide occurrence and the significance of familial and sporadic clustering. Ann Neurol 5:177–188. https://doi.org/10.1002/ana.410050212
WHO. Global Surveillance, diagnosis, and Therapy of Human Transmissible spongiform Encephalopathies: Report of WHO consultation, February 9–11, 1998, Geneva, Switzerland
Zerr I, Kallenberg K, Summers DM et al (2009) Updated clinical diagnostic criteria for sporadic Creutzfeldt–Jakob disease. Brain 132:2659–2668. https://doi.org/10.1093/brain/awp19
Hermann P, Appleby B, Brandel JP et al (2021) Biomarkers and diagnostic guidelines for sporadic Creutzfeldt–Jakob disease. Lancet Neurol 20:235–246. https://doi.org/10.1016/S1474-4422(20)30477-4
Watson N, Hermann P, Ladogana A et al (2022) Validation of revised international Creutzfeldt–Jakob disease surveillance network diagnostic criteria for sporadic Creutzfeldt–Jakob disease. JAMA Netw Open 5:e2146319. https://doi.org/10.1001/jamanetworkopen.2021.46319
Atarashi R, Satoh K, Sano K et al (2011) Ultrasensitive human prion detection in cerebrospinal fluid by real-time quaking-induced conversion. Nat Med 17:175–178. https://doi.org/10.1038/nm.2294
Saborio GP, Permanne B, Soto C (2001) Sensitive detection of pathological prion protein by cyclic amplification of protein misfolding. Nature 411:810–813. https://doi.org/10.1038/35081095
Cazzaniga FA, Bistaffa E, De Luca CMG et al (2021) Sporadic Creutzfeldt–Jakob disease: real-time quaking induced conversion (RT-QuIC) assay represents a major diagnostic advance. Eur J Histochem 65:3298. https://doi.org/10.4081/ejh.2021.3298
Peckeu L, Delasnerie-Lauprètre N, Brandel JP et al (2017) Accuracy of diagnosis criteria in patients with suspected diagnosis of sporadic Creutzfeldt–Jakob disease and detection of 14-3-3 protein, France, 1992–2009. Euro Surveill 22:16–00715. https://doi.org/10.2807/1560-7917.ES.2017.22.41.16-00715
Hermann P, Laux M, Glatzel M et al (2018) Validation and utilization of amended diagnostic criteria in Creutzfeldt–Jakob disease surveillance. Neurology 91:e331–e338. https://doi.org/10.1212/WNL.0000000000005860
Rhoads DD, Wrona A, Foutz A et al (2020) Diagnosis of prion diseases by RT-QuIC results in improved surveillance. Neurology 95:e1017–e1026. https://doi.org/10.1212/WNL.0000000000010086
Franceschini A, Baiardi S, Hughson AG et al (2017) High diagnostic value of second generation CSF RT-QuIC across the wide spectrum of CJD prions. Sci Rep 7:10655. https://doi.org/10.1038/s41598-017-10922-w
Hayashi Y, Iwasaki Y, Yoshikura N et al (2017) An autopsy-verified case of steroid-responsive encephalopathy with convulsion and a false-positive result from the real-time quaking-induced conversion assay. Prion 11:284–292. https://doi.org/10.1080/19336896.2017.1345416
Zerr I, Bodemer M, Gefeller O et al (1998) Detection of 14-3-3 protein in the cerebrospinal fluid supports the diagnosis of Creutzfeldt–Jakob disease. Ann Neurol 43:32–40. https://doi.org/10.1002/ana.410430109
Schmitz M, Ebert E, Stoeck K et al (2016) Validation of 14-3-3 protein as a marker in sporadic Creutzfeldt–Jakob disease diagnostic. Mol Neurobiol 53:2189–2199. https://doi.org/10.1007/s12035-015-9167-5
Schmitz M, Cramm M, Llorens F et al (2016) The real-time quaking-induced conversion assay for detection of human prion disease and study of other protein misfolding diseases. Nat Protoc 11:2233–2242. https://doi.org/10.1038/nprot.2016.120
Cramm M, Schmitz M, Karch A et al (2016) Stability and reproducibility underscore utility of RT-QuIC for diagnosis of Creutzfeldt–Jakob disease. Mol Neurobiol 53:1896–1904. https://doi.org/10.1007/s12035-015-9133-2
Parchi P, de Boni L, Saverioni D et al (2012) Consensus classification of human prion disease histotypes allows reliable identification of molecular subtypes: an inter-rater study among surveillance centres in Europe and USA. Acta Neuropathol 124:517–529. https://doi.org/10.1007/s00401-012-1002-8
Wemheuer WM, Wrede A, Gawinecka J et al (2013) Filtration of protein aggregates increases the accuracy for diagnosing prion diseases in brain biopsies. J Neuropathol Exp Neurol 72:758–767. https://doi.org/10.1097/NEN.0b013e31829d2799
Jesuthasan A, Sequeira D, Hyare H et al (2022) Assessing initial MRI reports for suspected CJD patients. J Neurol 269:4452–4458. https://doi.org/10.1007/s00415-022-11087-x
Zerr I (2022) Laboratory diagnosis of Creutzfeldt–Jakob disease. N Engl J Med 386:1345–1350. https://doi.org/10.1056/NEJMra2119323
Abu-Rumeileh S, Baiardi S, Polischi B et al (2019) Diagnostic value of surrogate CSF biomarkers for Creutzfeldt–Jakob disease in the era of RT-QuIC. J Neurol 266:3136–3143. https://doi.org/10.1007/s00415-019-09537-0
Rudge P, Hyare H, Green A et al (2018) Imaging and CSF analyses effectively distinguish CJD from its mimics. J Neurol Neurosurg Psychiatry 89:461–466. https://doi.org/10.1136/jnnp-2017-316853
McGuire LI, Peden AH, Orrú CD et al (2012) Real time quaking-induced conversion analysis of cerebrospinal fluid in sporadic Creutzfeldt–Jakob disease. Ann Neurol 72:278–285. https://doi.org/10.1002/ana.23589
Orrú CD, Groveman BR, Hughson AG et al (2015) Rapid and sensitive RT-QuIC detection of human Creutzfeldt–Jakob disease using cerebrospinal fluid. MBio 6:e02451-e2514. https://doi.org/10.1128/mBio.02451-14
Foutz A, Appleby BS, Hamlin C et al (2017) Diagnostic and prognostic value of human prion detection in cerebrospinal fluid. Ann Neurol 81:79–92. https://doi.org/10.1002/ana.24833
Lattanzio F, Abu-Rumeileh S, Franceschini A et al (2017) Prion-specific and surrogate CSF biomarkers in Creutzfeldt–Jakob disease: diagnostic accuracy in relation to molecular subtypes and analysis of neuropathological correlates of p-tau and Aβ42 levels. Acta Neuropathol 133:559–578. https://doi.org/10.1007/s00401-017-1683-0
Schmitz M, Villar-Piqué A, Hermann P et al (2022) Diagnostic accuracy of cerebrospinal fluid biomarkers in genetic prion diseases. Brain 145:700–712. https://doi.org/10.1093/brain/awab350
Hayashi Y, Iwasaki Y, Takekoshi A et al (2016) An autopsy-verified case of FTLD-TDP type A with upper motor neuron-predominant motor neuron disease mimicking MM2-thalamic-type sporadic Creutzfeldt–Jakob disease. Prion 10:492–501. https://doi.org/10.1080/19336896.2016.1243192
Simon SLR, Peterson A, Phillipson C et al (2021) Prospective study demonstrates utility of EP-QuIC in Creutzfeldt–Jakob disease diagnoses. Can J Neurol Sci 48:127–129. https://doi.org/10.1017/cjn.2020.139
Budhram A, Taylor RG, Fuller J et al (2019) The predictive value of endpoint quaking-induced conversion in Creutzfeldt–Jakob disease. Can J Neurol Sci 46:595–598. https://doi.org/10.1017/cjn.2019.72
Hermann P, Zerr I (2022) Rapidly progressive dementias—aetiologies, diagnosis and management. Nat Rev Neurol 18:363–376. https://doi.org/10.1038/s41582-022-00659-0
Hermann P, Haller P, Goebel S et al (2022) Total and phosphorylated cerebrospinal fluid tau in the differential diagnosis of sporadic Creutzfeldt–Jakob disease and rapidly progressive Alzheimer’s disease. Viruses 14:276. https://doi.org/10.3390/v14020276
Cramm M, Schmitz M, Karch A et al (2015) Characteristic CSF prion seeding efficiency in humans with prion diseases. Mol Neurobiol 51:396–405. https://doi.org/10.1007/s12035-014-8709-6
Meyne F, Gloeckner SF, Ciesielczyk B et al (2009) Total prion protein levels in the cerebrospinal fluid are reduced in patients with various neurological disorders. J Alzheimers Dis 17:863–873. https://doi.org/10.3233/JAD-2009-1110
Orrú CD, Bongianni M, Tonoli G et al (2014) A test for Creutzfeldt–Jakob disease using nasal brushings. N Engl J Med 371:519–529. https://doi.org/10.1056/NEJMoa1315200
Bongianni M, Orrù C, Groveman BR et al (2017) Diagnosis of human prion disease using real-time quaking-induced conversion testing of olfactory mucosa and cerebrospinal fluid samples. JAMA Neurol 74:155–162. https://doi.org/10.1001/jamaneurol.2016.4614
Bongianni M, Ladogana A, Capaldi S et al (2019) α-Synuclein RT-QuIC assay in cerebrospinal fluid of patients with dementia with Lewy bodies. Ann Clin Transl Neurol 6:2120–2126. https://doi.org/10.1002/acn3.50897
Rossi M, Candelise N, Baiardi S et al (2020) Ultrasensitive RT-QuIC assay with high sensitivity and specificity for Lewy body-associated synucleinopathies. Acta Neuropathol 140:49–62. https://doi.org/10.1007/s00401-020-02160-8
Groveman BR, Orrú CD, Hughson AG et al (2016) Extended and direct evaluation of RT-QuIC assays for Creutzfeldt–Jakob disease diagnosis. Ann Clin Transl Neurol 4:139–144. https://doi.org/10.1002/acn3.378
McKenzie N, Piconi G, Culeux A et al (2022) Concordance of cerebrospinal fluid real-time quaking-induced conversion across the European Creutzfeldt–Jakob disease surveillance network. Eur J Neurol 29:2431–2438. https://doi.org/10.1111/ene.1538
Brandel JP, Delasnerie-Lauprêtre N, Laplanche JL et al (2000) Diagnosis of Creutzfeldt–Jakob disease: effect of clinical criteria on incidence estimates. Neurology 54:1095–1099. https://doi.org/10.1212/wnl.54.5.1095
Acknowledgements
We would like to thank all collaborating health care institutions, hospitals, physicians, patients, and families that provided information for diagnostic classifications. In addition, we acknowledge the Center for Neuropathology and Prion Research at the Ludwig-Maximilian-University in Munich, Germany for performing neuropathological investigations in several cases of suspected prion disease.
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Open Access funding enabled and organized by Projekt DEAL. This study was funded by the Robert-Koch-Institute through funds from the Federal Ministry of Health; grant number 1369-341.
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The study was conducted according to the revised Declaration of Helsinki and Good Clinical Practice guidelines and has been approved by the local ethics committee in the University Medical Center, Göttingen (No. 11/11/93). Informed consent for scientific analyses was obtained from the patient or the legal next of kin in all autopsy-confirmed cases and all genetic prion diseases. Regarding other (anonymously presented) biomarker data, the registration and scientific evaluation of sCJD is considered a matter of public health in Germany. In this context, the CJD Surveillance group has been tasked with diagnostic and epidemiological research by the Robert-Koch Institute and the German Federal Ministry of Health.
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Hermann, P., Schmitz, M., Cramm, M. et al. Application of real-time quaking-induced conversion in Creutzfeldt–Jakob disease surveillance. J Neurol 270, 2149–2161 (2023). https://doi.org/10.1007/s00415-022-11549-2
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DOI: https://doi.org/10.1007/s00415-022-11549-2