Skip to main content
Erschienen in: Journal of Neurology 4/2014

Open Access 01.04.2014 | Review

Diagnosing flow residuals in coiled cerebral aneurysms by MR angiography: meta-analysis

verfasst von: Jan Menke, Peter Schramm, Jan Martin Sohns, Kai Kallenberg, Wieland Staab

Erschienen in: Journal of Neurology | Ausgabe 4/2014

Abstract

This meta-analysis summarizes the accuracy of magnetic resonance angiography (MRA) for diagnosing residuals in coiled cerebral aneurysms by using the threefold Roy classification (residuals: none, neck, or sac). Four databases were searched from 2000 to June 2013 for eligible studies that compared MRA to digital subtraction angiography (DSA) and reported 3 × 3 count data of threefold Roy classification, or a reduced scheme of 2 × 2 count data. Bivariate and trivariate Bayesian random-effects models were used for meta-analysis. Among 27 included studies (2,119 coiled aneurysms in 1,809 patients) the average prevalence of DSA-confirmed sac residuals was 18.2 % (range 0–43 %). The pooled sensitivity was 88.0 % (95 % CI 81.4−94.0) and specificity was 97.2 % (94.6−99.0 %) for assessing sac residuals by MRA. In the trivariate meta-analysis, a “sac residual” finding at MRA had a high positive likelihood ratio of 28.2 (14.0–79.0). A “neck residual” finding had a moderate negative likelihood ratio of 0.246 (0.111–0.426), and the MRA finding of “no residual” had a good negative likelihood ratio of 0.044 (0.013–0.096). Subgroup analyses identified no significant influence of covariates on diagnostic accuracy (P > 0.05). In conclusion, in coiled cerebral aneurysms MRA with application of the threefold Roy classification is well suited for detecting or excluding sac residuals that might require retreatment.
Hinweise

Electronic supplementary material

The online version of this article (doi:10.​1007/​s00415-013-7053-5) contains supplementary material, which is available to authorized users.
Abkürzungen
DSA
Digital subtraction angiography
MRA
Magnetic resonance angiography
CE-MRA
Contrast-enhanced T1-weighted MRA
TOF-MRA
Time-of-flight MRA
ceTOF-MRA
Contrast-enhanced TOF-MRA

Background

Cerebral aneurysms can cause substantial morbidity and mortality, especially if they rupture, leading to non-traumatic subarachnoid haemorrhage [1]. Symptomatic patients are relatively young with an average age of about 50 years, and women are more often affected than men [2, 3]. In unruptured aneurysms the risk of further growth and rupture is individually weighted against potential risks, associated with coiling or clipping [48]. Ruptured cerebral aneurysms are often treated by endovascular coiling or neurosurgical clipping to prevent further bleeding [1, 9], with long-term results of coiling being better than with clipping [1, 9, 11]. However, coiling may contain the risk of coil compaction, leading to a potential recurrence of the aneurysm [1, 12]. This occurs in about 20–30 % of cases, half of which are retreated [1, 13]. Coiled aneurysms are therefore followed up routinely by angiography: In case of recanalization of the aneurysm sac, endovascular retreatment is often necessary [14]. In contrast, a pure neck residual is generally not retreated. The threefold Roy classification considers this clinically relevant differentiation between neck and sac residual (class 1 = no residual; class 2 = pure neck residual; class 3 = sac residual) [15, 16].
Follow-up of coiled cerebral aneurysms has been traditionally performed by digital subtraction angiography (DSA), the diagnostic reference standard [1]. Magnetic resonance angiography (MRA) is a noninvasive alternative that can be performed on an outpatient basis, without ionizing radiation, and without catheter-related complications [1, 17]. For this purpose the diagnostic accuracy of MRA must be adequate, which has been investigated by several studies. Most initial studies have performed the “any residual” assessment (Roy class 1 versus classes 2 + 3) that adds neck and sac residuals, although having different clinical consequences. In 2007 and 2008 two meta-analyses summarized those studies [18, 19]. Since then, several new studies were published reporting 3 × 3 count data of the Roy classification. Many added a “sac residual” assessment (Roy classes 1 + 2 versus class 3). In both standard assessments the 3 × 3 count data are reduced to bivariate 2 × 2 count data, causing some loss of information. In particular, this prevents assessing likelihood ratios and predictive values of MRA for the three Roy classes. This requires a trivariate analysis of the 3 × 3 count data, not performed so far.
The purpose of the present meta-analysis was to determine the diagnostic accuracy and predictive value of MRA for assessing flow residuals in coiled cerebral aneurysms compared to DSA, by applying bivariate and trivariate statistical approaches, and by including primary studies that have not been meta-analyzed before.

Methods

This work applied the Preferred Reporting Items for Systematic reviews and Meta-Analyses (PRISMA guideline) without prepublication of the review protocol [20, 21].

Data Sources and Searches

The PubMed, Scopus, Biosis and ISI databases were searched for “coiled cerebral aneurysm”, “MRA”, “DSA”, and related terms from January 2000 to June 2013 without language restriction (Online Table e1). Reference lists of retrieved articles were also searched.

Study selection

Two observers independently selected eligible studies with disagreement solved in consensus. The inclusion criteria were: (a) the patients harbored one or more cerebral aneurysm(s) treated with detachable coils; (b) the study included at least 10 coiled aneurysms and was not limited to specific aneurysm sizes or locations; (c) MRA, the index test, was performed with one or more of these sequences: time-of-flight (TOF-MRA), contrast-enhanced TOF (ceTOF-MRA), and/or contrast-enhanced T1-weighted (CE-MRA); (d) DSA was the reference standard; (e) 3 × 3 count data of the Roy classification, or 2 × 2 count data of the “any residual” or “sac residual” assessment could be reconstructed. A study was excluded if it did not meet all of these inclusion criteria. If a research group reported growing experience in successive publications, then only the most recent publication was included to avoid duplicate counting of findings.

Data extraction

Data from included studies were independently extracted by two observers using electronic forms, with disagreement solved in consensus. Extracted study characteristics comprised details about study design, patients, MRA, and DSA. Count data were extracted on a per-aneurysm basis. Some additional data were obtained from the study authors via e-mail.

Study quality and risk of bias

On the study level, the methodological quality and sources of bias were assessed by the 14 quality items of the QUADAS tool [22]. Item 4 was scored positive, if the delay between MRA and DSA was ≤10 days in all patients. For each study a quality score was calculated by assigning 1 point for each QUADAS item if fulfilled, 0.5 points if unclear, and 0 points if not fulfilled. A score ≥11 points was considered as high study quality. On the outcome level, publication bias was assessed by a funnel plot and bivariate meta-regression of the LOR (Logarithm of the diagnostic Odds Ratio) versus the effective sample size parameter, as previously described [23, 24].

Contingency tables

If any study had investigated more than one MRA sequence, the according raw 2 × 2 or 3 × 3 count data were averaged to obtain one contingency table per study. Such averaging was not performed for subgroup analyses that investigated differences among the MRA sequences.

Bivariate Meta-analyses

For the “any residual” and “sac residual” assessments, the studies’ sensitivities/specificities as well as Cochran’s Q-test and I-squared statistics of between-study heterogeneity were calculated by the freeware program Meta-DiSc [25]. Pooled summary estimates of sensitivity and specificity were obtained from a bivariate random-effects meta-analysis [26, 28]. This kind of meta-analysis models between-study heterogeneity with normally distributed bivariate random effects that account for a possible correlation between sensitivity and specificity [26, 2931]. The summary estimates were also transformed to positive and negative likelihood ratios that can be used for calculating conditional probabilities (Table e-2) [24, 3234]. Positive likelihood ratios >10 were considered suitable for confirming aneurysm residuals, and negative likelihood ratios <0.1 suitable for excluding them.

Trivariate meta-analysis

However, the bivariate standard assessments do not fully consider the threefold Roy classification, since they add neck residuals to either the “no residual” or “sac residual” class. Therefore, an additional trivariate random-effects meta-analysis was performed with 3 × 3 count data of the Roy classification [26, 31, 35]. In this approach three likelihood ratios were derived. They indicate the relative likelihood of having a DSA-confirmed sac residual, if MRA indicates “no residual” (first negative likelihood ratio, LRN1), or if MRA indicates a “neck residual” (second negative likelihood ratio, LRN2), or if MRA indicates a “sac residual” (positive likelihood ratio, LRP). These three likelihood ratios were used for generating a trivariate graph of conditional probabilities (Table e-3).

Subgroup analyses

Potential sources of heterogeneity were assessed by subgroup analyses of the “sac residual” assessment, with the study characteristics as categorical covariates in bivariate random-effects meta-regressions [36]. In each subgroup the overall diagnostic accuracy was indicated by the LOR, with LOR = logit(sensitivity) + logit(specificity) [31, 37]. A significant difference between the subgroups was assessed, if the 95 % credible interval (95 % CI) of the LOR-difference excluded zero (P < 0.05).

Bayesian meta-analysis program

Meta-analyses were performed with the Bayesian PROC MCMC from SAS 9.3 (SAS Institute Inc., Cary, NC, USA) that obtains its results from numerical simulation rather than analytically or by iterative approximation [2628]. Referring to the Bayesian reporting guideline “ROBUST” [38], the program has the following characteristics: A multivariate Normal prior with large variances was used for the logit-transformed pooled sensitivity and specificity. In the relevant logit-range of −10 to 10, this prior is nearly uniform (flat), and thus uninformative. This logit-range corresponds to a sufficiently broad range of 0.005–99.995 % for sensitivity and specificity on the probability scale. For the random effects a bivariate Normal prior was used [2631]. A sensitivity analysis was performed by using different initials for the priors [26]. The program output included the mean (measures the central tendency) and 95 % credible interval (95 % CI measures the variability) of the model estimates [26]. The latter corresponds to a “95 % confidence interval” in classical statistics. The trivariate meta-analysis is an extension of the bivariate meta-analysis [26, 31, 35]. The meta-analytic programs always converged to unique posterior distributions.

Results

Literature search and selection

Among 2,581 retrieved sources, 2,536 were excluded by reading titles and abstracts, and 18 by evaluating the full text (Fig. 1). The remaining 27 studies were included. While 10 studies [e1−e10] had been part of two previous meta-analyses [1719], the remaining studies had not been meta-analyzed before [e11−e27].

Descriptive statistics

Nineteen studies were prospective, six retrospective, and in two studies the design was unclear. One multicenter study provided data from four centers [e23]. On average, about 69 % of patients were female (range 36–92 %), the mean/median patient age was 51 years (range 8–90 years), and about 85 % of patients had received coiling of a ruptured aneurysm (range 5–100 %). Most patients had a single coiled aneurysm (mean 1.2 coiled aneurysms per patient). The 27 studies had included 2,119 coiled aneurysms of 1,809 patients. About 80 % of the aneurysms were located in the anterior and 20 % in the posterior circulation [e1−e27]. Twelve studies reported the aneurysm size before coiling in millimeter categories [e1, e2, e4, e5, e7−e11, e18, e24, e27]. About 29 % of them were small (up to 4 mm), 46 % medium-sized (5–10 mm), and 25 % large (≥11 mm). Six studies reported 2 × 2 count data exclusively of the “any residual” assessment (Roy class 1 versus classes 2 + 3) in 566 aneurysms. The other 21 studies provided 3 × 3 count data in 1,553 aneurysms. Among these 21 studies, DSA showed on average 53.8 % complete occlusions (range 14–91 %), 28.0 % neck residuals (range 4–68 %), and sac residuals 18.2 % (range 0–43 %). In most cases, follow-up was performed 3–24 months after coiling. Twelve studies compared two or more different MRA sequences to DSA. In total, 1,365 coiled aneurysms were studied by 1,216 TOF-MRA, 232 aneurysms by 206 ceTOF-MRA, 660 aneurysms by 569 CE-MRA, and 503 aneurysms by 460 MRA with mixed sequences. About 72 % of MRA were performed at 1.5 Tesla and 28 % at 3.0 Tesla. In most studies the MRA readers were blinded to the DSA results, and vice versa (eFig. 1). Further descriptive data are provided in Table e-4 (study characteristics) and Table e-5 (reasons for exclusion of patients/aneurysms from the primary studies).

Study quality, publication bias, and heterogeneity

The study quality was generally high (eFig. 1). The funnel plot and regression test indicated no significant publication bias (P = 0.44). The between-study heterogeneity was low to moderate (P < 0.05; I 2 29–72 %).

Reproducibility of MRA

In 10 studies the interobserver reproducibility of MRA was reported by κ—statistics [e10, e16, e18−e20, e22−e24, e26, e27]. The median κ-statistics was 0.60 (range 0.56–0.80) for the bivariate “any residual” assessment, 0.74 (0.63–0.77) for the bivariate “sac residual” assessment, and 0.64 (0.49–0.93) for the trivariate assessment, indicating moderate to good inter-observer agreement. Five of these studies compared TOF-MRA versus CE-MRA and/or compared MRA at 1.5 versus 3.0 Tesla [e20, e22, e24, e26, e27]. Among these studies, the according interobserver reproducibility showed no consistent trend in favor of a certain MRA technique.

Count data of individual studies

For the individual studies, 2 × 2 count data of the “any residual” and “sac residual” assessment and corresponding estimates of sensitivity and specificity are given in Table e-6. Table e-7 provides trivariate 3 × 3 count data of the Roy classification.

Bivariate meta-analysis of sensitivity and specificity

Diagnosing “any residual” (neck or sac) by MRA showed a pooled sensitivity of 89.0 % (95 % CI, 85.1−92.6 %) and specificity of 89.0 % (82.6−94.0 %) (Table 1). Diagnosing a “sac residual” had a pooled sensitivity of 88.0 % (95 % CI, 81.4−94.0 %) and specificity of 97.2 % (94.6−99.0 %). The positive likelihood ratio was high for diagnosing a “sac residual” (mean 33.6) and moderate for diagnosing “any residual” (mean 8.4). Both standard assessments showed moderate negative likelihood ratios (mean 0.12).
Table 1
Bivariate meta-analytic summary estimates
Meta-analytic parameters
Aneurysm assessment
Any residuala
Sac residualb
Study centers
30
23
Coiled aneurysms
2,119
1,553
Sensitivity (95 % CI), %
89.0 (85.1–92.6)
88.0 (81.4–94.0)
Specificity (95 % CI), %
89.0 (82.6–94.0)
97.2 (94.6–99.0)
LOR (95 % CI)
4.22 (3.57–4.95)
5.65 (4.56–7.00)
LRP (95 % CI)
8.35 (5.10–14.87)
33.6 (15.7–89.5)
LRN (95 % CI)
0.12 (0.08–0.17)
0.12 (0.06–−0.19)
LOR, logarithm of the diagnostic odds ratio
LRP positive likelihood ratio
LRN negative likelihood ratio
a No residual (class 1) versus neck or sac residual (classes 2 or 3)
b No or neck residual (classes 1 or 2) versus sac residual (class 3)

Trivariate meta-analysis and conditional probabilities

The Roy class of aneurysm residuals was correctly assessed by MRA in 86.8 % (95 % CI, 80.5–91.8 %) of cases, whereas underestimation occurred in 5.6 % (3.5–8.0 %) and overestimation in 7.6 % (3.7–12.9 %) of cases. It was rare that MRA deviated from DSA by two classes, i.e. that MRA indicated “no residual” in a DSA-confirmed sac residual (2.7 %) or a “sac residual” in a DSA-confirmed occluded aneurysm (1.7 %). The positive likelihood ratio (LRP = 28.2) of “sac residual at MRA” was above 10, indicating the suitability of MRA for detecting true sac residuals. The negative likelihood ratio of “no residual at MRA” (LRN1 = 0.044) was below 0.1, indicating this finding’s suitability for excluding sac residuals. The negative likelihood ratio of “neck residual at MRA” (LRN2 = 0.246) was above 0.1, indicating limited value of that intermediate finding for excluding sac residuals. Corresponding trivariate conditional probabilities are presented in Fig. 2. At a pretest probability of 18.2 % for sac residuals (the average prevalence among the studies), a “neck residual” finding at MRA has a negative predictive value (NPV2) of about 94.7 %, and is therefore still a useful finding (Table 2). At that pretest probability, a “no residual at MRA” finding excludes a sac residual in about 99.0 % of cases, and a “sac residual at MRA” finding is true in about 87.9 % of cases.
Table 2
Trivariate meta-analytic summary estimates
 
DSA
Likelihood ratios
Predictive values
No residual
Neck residual
Sac residual
(Roy class 1)
(Roy class 2)
(Roy class 3)
For sac residuals
For sac residualsa
MRA
 No residual
89.0 %
12.9 %
2.7 %
LRN1 = 0.044
NPV1 = 99.0 %
 (Roy class 1)
(80.6–95.1 %)
(6.9–19.8 %)
(0.8–5.6 %)
(0.013–0.096)
(97.9–99.7 %)
MRA
 Neck residual
9.3 %
81.0 %
8.6 %
LRN2 = 0.246
NPV2 = 94.7 %
 (Roy class 2)
(4.0–16.6 %)
(71.4–89.4 %)
(3.7−14.3 %)
(0.111–0.426)
(91.4–97.6 %)
MRA
 Sac residual
1.7 %
6.1 %
88.7 %
LRP = 28.2
PPV = 87.9 %
 (Roy class 3)
(0.5–3.5 %)
(2.0–11.3 %)
(82.7–94.2 %)
(14.0–79.0)
(75.6–94.5 %)
Sum
100 %
100 %
100 %
  
aAt an average pretest probability of 18.8 % for the prevalence of sac residuals
LRN 1 negative likelihood ratio 1 (for sac residual at DSA, if MRA indicates no residual), LRN 2 negative likelihood ratio 2 (for sac residual at DSA, if MRA indicates a neck residual), LRP positive likelihood ratio (for sac residual at DSA, if MRA indicates a sac residual), NPV 1 negative predictive value 1 (for excluding a true sac residual, if MRA indicates no residual), NPV 2 negative predictive value 2 (for excluding a true sac residual, if MRA indicates a neck residual), PPV positive predictive value (for detecting a true sac residual, if MRA indicates a sac residual)
The 3 × 3 count data from 21 studies (1,553 coiled aneurysms) were summarized by a random-effects meta-analysis. The meta-analytic results are expressed as probabilities (with 95 % CI in brackets). With DSA as reference standard, MRA correctly assessed the residual status in 86.7 % (95 % CI: 80.5–91.8) of coiled aneurysms (bold, diagonal), underestimated 5.6 % (3.5–8.0 %) of residuals (italic, upper right triangle), and overestimated residuals in 7.6 % (3.7−12.9 %) of cases (lower left triangle). Both right columns present likelihood ratios (LR) and predictive values (PV) for sac residuals. The predictive values were estimated for a pretest probability of 18.2 %, which was the studies’ average prevalence of sac residuals

Meta-analytic subgroup analyses

The subgroup analyses showed no significant differences in diagnostic accuracy (P > 0.05). This referred to MRA sequence (TOF-MRA versus CE-MRA), field strength (1.5 versus 3.0 Tesla), number of MRA readers (1 versus 2–3), and several other covariates (Table e-8). The 19 included prospective studies showed results similar to those reported in Tables 1 and 2.

Discussion

This meta-analysis confirms that noninvasive MRA is generally well suited for assessing flow residuals in coiled cerebral aneurysms. This is relevant both to imaging specialists and referring clinicians, since both partners decide about using DSA or MRA for the follow-up of the coiled aneurysms, and about how to proceed with the obtained imaging results. MRA is attractive, since it can be performed on an outpatient basis, is fast, obviates catheter-related complications, and requires less personnel than DSA. This is the first meta-analysis that fully considers the threefold Roy classification of aneurysm residuals (no, neck, or sac residual) [15, 16]. It shows that the according threefold MRA results have different likelihoods for detecting/excluding a true sac residual (that might require retreatment). This should be considered in MRA-based decision making.
The reported per-aneurysm results approximately represent per-patient results, since most patients had a single coiled aneurysm. DSA showed on average 53.8 % complete occlusions (Roy class 1), 28.0 % neck residuals (class 2), and 18.2 % sac residuals (class 3). MRA correctly assessed about 86.8 % of cases, and over-/underestimated 8.8 % of cases by one Roy class. Over-/underestimation by two classes was more rare (4.4 %).
Differentiating neck and sac residuals is clinically relevant, since about 50 % of sac residuals are retreated, whereas neck residuals are generally not retreated [1, 10]. Neck residuals and no residuals therefore generally have the same consequence of watchful waiting. Their MRA-based differentiation is nevertheless useful, since “no residual at MRA” rules out a sac residual with higher diagnostic confidence than “neck residual at MRA”.
The simple bivariate “any residual” assessment (no residual versus any neck/sac residual) might indicate just moderate diagnostic accuracy of MRA for aneurysm residuals. However, in that assessment the sac and neck residuals are summed to one group, although having different therapeutic implications. The according statistical results are therefore clinically less meaningful than the bivariate “sac residual” assessment or the more detailed trivariate assessment.
The refined bivariate “sac residual” assessment (no or neck residual versus sac residual) shows a high specificity, i.e. the number of false-positive sac residual findings at MRA is small. Accordingly, the positive predictive value is nearly similar to the trivariate assessment. However, the bivariate “sac residual” assessment does not differentiate the predictive value of the Roy classes 1 and 2.
The trivariate meta-analytic assessment is considered to be the best approach, since it fully accounts for the 3×3 data of the Roy classification. In the trivariate meta-analysis, the finding of “no residual at MRA” showed a good negative likelihood ratio (mean 0.044) for ruling out a true sac residual. Among the studies the mean prevalence of sac residuals was 18.2 %, and at this prevalence an MRA finding of “no residual” truly excludes a sac residual in 99.0 % of cases, obviating the need for additional DSA. In aneurysms with adequate occlusion 6 months after coiling (those <10 mm and not located on the basilar tip), prolonged imaging follow-up seems unnecessary, since late reopening with need of retreatment is very rare [39].
The intermediate finding of “neck residual at MRA” had only a moderate negative likelihood ratio (mean 0.246) for ruling out a true sac residual. However, the according predictive value depends on the pretest probability, as visualized in the graph of conditional probabilities (Fig. 2). At a pretest probability of 18.2 % for sac residuals, this MRA finding is still useful, since the associated negative predictive value is high (mean 94.7 %). Additional DSA may be considered optional, since it shows a sac residual in only about 5.3 % of cases, and therefore further follow-up is a suitable diagnostic alternative.
The finding of “sac residual at MRA” had a high positive likelihood ratio (mean 28.2), and is therefore well suited for detecting a true sac residual. DSA may then be subsequently performed to exclude some false-positives, and to evaluate retreatment in the approximately 87.9 % of cases with true sac residuals [1, 10]. However, such DSA is optional on an individual basis, since MRA may generally be used for deciding about retreatment versus further follow-up [40]. Most studies of this meta-analysis were prospective with consecutive patient enrollment and blinding of MRA versus DSA assessments, contributing to class I evidence that MRA is useful for diagnosing flow residuals in coiled cerebral aneurysms.
Some primary studies had found differences in diagnostic accuracy among different MRA methodologies. However, on the meta-analytic level the according subgroup analyses showed no consistent significant differences. For example, MRAs with 1.5 Tesla magnets generally performed similar to 3.0 Tesla. Additionally, double-reading of MRA is not mandatory, since single-reading has similar diagnostic accuracy, if performed by an appropriately trained radiologist. The accuracy of TOF-MRA was not significantly different from contrast-enhanced MRA. While the former requires more acquisition time than the latter, it saves on the costs of contrast medium and avoids the small potential risks of contrast medium in patients with renal failure.
Two previous meta-analyses summarized findings in about 800–880 coiled aneurysms from studies published between 1997 and 2006 [18, 19]. Our meta-analysis applied a generalized linear mixed model that is considered more appropriate than the previously applied general model [18, 19, 26, 31]. The primary studies of both previous meta-analyses had provided count data only for the 2×2 “any residual” assessment. Since then several studies have been published providing 3 × 3 count data of the Roy classification. Therefore, the current meta-analysis includes 17 novel studies, increases the number of meta-analysed aneurysms to more than 2,100, and can provide the “sac residual” and trivariate assessments.
This meta-analysis has some limitations. MRA after stent-assisted coiling was not meta-analysed, since according publications are currently too few [4144]. This meta-analysis did not stratify the diagnostic accuracy of MRA for aneurysm size because of having no data. According to two primary studies, the sensitivity and specificity of MRA for diagnosing sac residuals after coiling is lower in small aneurysms than in large aneurysms [e11, e25]. Consequently, the diagnostic accuracy of MRA in large aneurysms would be higher than indicated by our pooled estimates, which also summarize small aneurysms. This is favorable, since coiled large aneurysms require retreatment more frequently than small aneurysms [14].
In conclusion, non-invasive MRA with application of the threefold Roy classification is well suited for assessing flow residuals in coiled cerebral aneurysms. A “sac residual” finding at MRA should be confirmed by catheter angiography to exclude false-positives and to possibly retreat the true-positives. A “neck residual” finding at MRA should be followed up further. An MRA finding of “no residual” generally requires no confirmation by DSA.

Conflicts of interest

The authors declare no conflict of interest.
Open AccessThis article is distributed under the terms of the Creative Commons Attribution License which permits any use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited.

Unsere Produktempfehlungen

e.Med Interdisziplinär

Kombi-Abonnement

Für Ihren Erfolg in Klinik und Praxis - Die beste Hilfe in Ihrem Arbeitsalltag

Mit e.Med Interdisziplinär erhalten Sie Zugang zu allen CME-Fortbildungen und Fachzeitschriften auf SpringerMedizin.de.

Neuer Inhalt

e.Med Neurologie & Psychiatrie

Kombi-Abonnement

Mit e.Med Neurologie & Psychiatrie erhalten Sie Zugang zu CME-Fortbildungen der Fachgebiete, den Premium-Inhalten der dazugehörigen Fachzeitschriften, inklusive einer gedruckten Zeitschrift Ihrer Wahl.

Weitere Produktempfehlungen anzeigen
Anhänge

Electronic supplementary material

Below is the link to the electronic supplementary material.
Literatur
1.
2.
Zurück zum Zitat Menke J, Larsen J, Kallenberg K (2011) Diagnosing cerebral aneurysms by computed tomographic angiography: meta-analysis. Ann Neurol 69:646–654CrossRefPubMed Menke J, Larsen J, Kallenberg K (2011) Diagnosing cerebral aneurysms by computed tomographic angiography: meta-analysis. Ann Neurol 69:646–654CrossRefPubMed
3.
Zurück zum Zitat Vlak MH, Rinkel GJ, Greebe P, van der Bom JG, Algra A (2012) Trigger factors for rupture of intracranial aneurysms in relation to patient and aneurysm characteristics. J Neurol 259:1298–1302PubMedCentralCrossRefPubMed Vlak MH, Rinkel GJ, Greebe P, van der Bom JG, Algra A (2012) Trigger factors for rupture of intracranial aneurysms in relation to patient and aneurysm characteristics. J Neurol 259:1298–1302PubMedCentralCrossRefPubMed
4.
Zurück zum Zitat Wiebers DO, Whisnant JP, Huston J 3rd, Meissner I, Brown RD Jr, Piepgras DG et al (2003) Unruptured intracranial aneurysms: natural history, clinical outcome, and risks of surgical and endovascular treatment. Lancet 362:103–110CrossRefPubMed Wiebers DO, Whisnant JP, Huston J 3rd, Meissner I, Brown RD Jr, Piepgras DG et al (2003) Unruptured intracranial aneurysms: natural history, clinical outcome, and risks of surgical and endovascular treatment. Lancet 362:103–110CrossRefPubMed
5.
Zurück zum Zitat Raymond J, Guillemin F, Proust F, Molyneux AJ, Fox AJ, Claiborne JS et al (2008) Unruptured intracranial aneurysms. A critical review of the International Study of Unruptured Intracranial Aneurysms (ISUIA) and of appropriate methods to address the clinical problem. Interv Neuroradiol 14:85–96PubMedCentralPubMed Raymond J, Guillemin F, Proust F, Molyneux AJ, Fox AJ, Claiborne JS et al (2008) Unruptured intracranial aneurysms. A critical review of the International Study of Unruptured Intracranial Aneurysms (ISUIA) and of appropriate methods to address the clinical problem. Interv Neuroradiol 14:85–96PubMedCentralPubMed
6.
Zurück zum Zitat Wermer MJ, van der Schaaf IC, Algra A, Rinkel GJ (2007) Risk of rupture of unruptured intracranial aneurysms in relation to patient and aneurysm characteristics: an updated meta-analysis. Stroke 38:1404–1410CrossRefPubMed Wermer MJ, van der Schaaf IC, Algra A, Rinkel GJ (2007) Risk of rupture of unruptured intracranial aneurysms in relation to patient and aneurysm characteristics: an updated meta-analysis. Stroke 38:1404–1410CrossRefPubMed
7.
Zurück zum Zitat Morita A, Kirino T, Hashi K, Aoki N, Fukuhara S, Hashimoto N et al (2012) The natural course of unruptured cerebral aneurysms in a Japanese cohort. N Engl J Med 366:2474–2482CrossRefPubMed Morita A, Kirino T, Hashi K, Aoki N, Fukuhara S, Hashimoto N et al (2012) The natural course of unruptured cerebral aneurysms in a Japanese cohort. N Engl J Med 366:2474–2482CrossRefPubMed
8.
Zurück zum Zitat Naggara ON, Lecler A, Oppenheim C, Meder JF, Raymond J (2012) Endovascular treatment of intracranial unruptured aneurysms: a systematic review of the literature on safety with emphasis on subgroup analyses. Radiology 263:828–835CrossRefPubMed Naggara ON, Lecler A, Oppenheim C, Meder JF, Raymond J (2012) Endovascular treatment of intracranial unruptured aneurysms: a systematic review of the literature on safety with emphasis on subgroup analyses. Radiology 263:828–835CrossRefPubMed
9.
Zurück zum Zitat Molyneux AJ, Kerr RS, Yu LM, Clarke M, Sneade M, Yarnold JA et al (2005) International Subarachnoid Aneurysm Trial (ISAT) of neurosurgical clipping versus endovascular coiling in 2143 patients with ruptured intracranial aneurysms: a randomised comparison of effects on survival, dependency, seizures, rebleeding, subgroups, and aneurysm occlusion. Lancet 366:809–817CrossRefPubMed Molyneux AJ, Kerr RS, Yu LM, Clarke M, Sneade M, Yarnold JA et al (2005) International Subarachnoid Aneurysm Trial (ISAT) of neurosurgical clipping versus endovascular coiling in 2143 patients with ruptured intracranial aneurysms: a randomised comparison of effects on survival, dependency, seizures, rebleeding, subgroups, and aneurysm occlusion. Lancet 366:809–817CrossRefPubMed
10.
Zurück zum Zitat Molyneux AJ, Kerr RS, Birks J, Ramzi N, Yarnold J, Sneade M et al (2009) Risk of recurrent subarachnoid haemorrhage, death, or dependence and standardised mortality ratios after clipping or coiling of an intracranial aneurysm in the International Subarachnoid Aneurysm Trial (ISAT): long-term follow-up. Lancet Neurol 8:427–433PubMedCentralCrossRefPubMed Molyneux AJ, Kerr RS, Birks J, Ramzi N, Yarnold J, Sneade M et al (2009) Risk of recurrent subarachnoid haemorrhage, death, or dependence and standardised mortality ratios after clipping or coiling of an intracranial aneurysm in the International Subarachnoid Aneurysm Trial (ISAT): long-term follow-up. Lancet Neurol 8:427–433PubMedCentralCrossRefPubMed
11.
Zurück zum Zitat Dorhout Mees SM, Kerr RS, Rinkel GJ, Algra A, Molyneux AJ (2012) Occurrence and impact of delayed cerebral ischemia after coiling and after clipping in the International Subarachnoid Aneurysm Trial (ISAT). J Neurol 259:679–683PubMedCentralCrossRefPubMed Dorhout Mees SM, Kerr RS, Rinkel GJ, Algra A, Molyneux AJ (2012) Occurrence and impact of delayed cerebral ischemia after coiling and after clipping in the International Subarachnoid Aneurysm Trial (ISAT). J Neurol 259:679–683PubMedCentralCrossRefPubMed
12.
Zurück zum Zitat Johnston SC, Dowd CF, Higashida RT, Lawton MT, Duckwiler GR, Gress DR (2008) Predictors of rehemorrhage after treatment of ruptured intracranial aneurysms: the Cerebral Aneurysm Rerupture After Treatment (CARAT) study. Stroke 39:120–125CrossRefPubMed Johnston SC, Dowd CF, Higashida RT, Lawton MT, Duckwiler GR, Gress DR (2008) Predictors of rehemorrhage after treatment of ruptured intracranial aneurysms: the Cerebral Aneurysm Rerupture After Treatment (CARAT) study. Stroke 39:120–125CrossRefPubMed
13.
Zurück zum Zitat Ferns SP, Sprengers ME, van Rooij WJ, Rinkel GJ, van Rijn JC, Bipat S et al (2009) Coiling of intracranial aneurysms: a systematic review on initial occlusion and reopening and retreatment rates. Stroke 40:e523–e529CrossRefPubMed Ferns SP, Sprengers ME, van Rooij WJ, Rinkel GJ, van Rijn JC, Bipat S et al (2009) Coiling of intracranial aneurysms: a systematic review on initial occlusion and reopening and retreatment rates. Stroke 40:e523–e529CrossRefPubMed
14.
Zurück zum Zitat Campi A, Ramzi N, Molyneux AJ, Summers PE, Kerr RS, Sneade M et al (2007) Retreatment of ruptured cerebral aneurysms in patients randomized by coiling or clipping in the International Subarachnoid Aneurysm Trial (ISAT). Stroke 38:1538–1544CrossRefPubMed Campi A, Ramzi N, Molyneux AJ, Summers PE, Kerr RS, Sneade M et al (2007) Retreatment of ruptured cerebral aneurysms in patients randomized by coiling or clipping in the International Subarachnoid Aneurysm Trial (ISAT). Stroke 38:1538–1544CrossRefPubMed
15.
Zurück zum Zitat Roy D, Milot G, Raymond J (2001) Endovascular treatment of unruptured aneurysms. Stroke 32:1998–2004CrossRefPubMed Roy D, Milot G, Raymond J (2001) Endovascular treatment of unruptured aneurysms. Stroke 32:1998–2004CrossRefPubMed
16.
Zurück zum Zitat Raymond J, Guilbert F, Weill A, Georganos SA, Juravsky L, Lambert A et al (2003) Long-term angiographic recurrences after selective endovascular treatment of aneurysms with detachable coils. Stroke 34:1398–1403CrossRefPubMed Raymond J, Guilbert F, Weill A, Georganos SA, Juravsky L, Lambert A et al (2003) Long-term angiographic recurrences after selective endovascular treatment of aneurysms with detachable coils. Stroke 34:1398–1403CrossRefPubMed
17.
Zurück zum Zitat Kaufmann TJ, Huston J 3rd, Mandrekar JN, Schleck CD, Thielen KR, Kallmes DF (2007) Complications of diagnostic cerebral angiography: evaluation of 19,826 consecutive patients. Radiology 243:812–819CrossRefPubMed Kaufmann TJ, Huston J 3rd, Mandrekar JN, Schleck CD, Thielen KR, Kallmes DF (2007) Complications of diagnostic cerebral angiography: evaluation of 19,826 consecutive patients. Radiology 243:812–819CrossRefPubMed
18.
Zurück zum Zitat Kwee TC, Kwee RM (2007) MR angiography in the follow-up of intracranial aneurysms treated with Guglielmi detachable coils: systematic review and meta-analysis. Neuroradiology 49:703–713CrossRefPubMed Kwee TC, Kwee RM (2007) MR angiography in the follow-up of intracranial aneurysms treated with Guglielmi detachable coils: systematic review and meta-analysis. Neuroradiology 49:703–713CrossRefPubMed
19.
Zurück zum Zitat Weng HH, Jao SY, Yang CY, Tsai YH (2008) Meta-analysis on diagnostic accuracy of MR angiography in the follow-up of residual intracranial aneurysms treated with Guglielmi detachable coils. Interv Neuroradiol 14(Suppl 2):53–63PubMedCentralPubMed Weng HH, Jao SY, Yang CY, Tsai YH (2008) Meta-analysis on diagnostic accuracy of MR angiography in the follow-up of residual intracranial aneurysms treated with Guglielmi detachable coils. Interv Neuroradiol 14(Suppl 2):53–63PubMedCentralPubMed
20.
Zurück zum Zitat Moher D, Liberati A, Tetzlaff J, Altman DG (2009) Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. Ann Intern Med 151:264–269CrossRefPubMed Moher D, Liberati A, Tetzlaff J, Altman DG (2009) Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement. Ann Intern Med 151:264–269CrossRefPubMed
21.
Zurück zum Zitat Liberati A, Altman DG, Tetzlaff J, Mulrow C, Gotzsche PC, Ioannidis JP et al (2009) The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration. Ann Intern Med 151:W65–W94CrossRefPubMed Liberati A, Altman DG, Tetzlaff J, Mulrow C, Gotzsche PC, Ioannidis JP et al (2009) The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate health care interventions: explanation and elaboration. Ann Intern Med 151:W65–W94CrossRefPubMed
22.
Zurück zum Zitat Whiting P, Rutjes AW, Reitsma JB, Bossuyt PM, Kleijnen J (2003) The development of QUADAS: a tool for the quality assessment of studies of diagnostic accuracy included in systematic reviews. BMC Med Res Methodol 3:25PubMedCentralCrossRefPubMed Whiting P, Rutjes AW, Reitsma JB, Bossuyt PM, Kleijnen J (2003) The development of QUADAS: a tool for the quality assessment of studies of diagnostic accuracy included in systematic reviews. BMC Med Res Methodol 3:25PubMedCentralCrossRefPubMed
23.
Zurück zum Zitat Deeks JJ, Macaskill P, Irwig L (2005) The performance of tests of publication bias and other sample size effects in systematic reviews of diagnostic test accuracy was assessed. J Clin Epidemiol 58:882–893CrossRefPubMed Deeks JJ, Macaskill P, Irwig L (2005) The performance of tests of publication bias and other sample size effects in systematic reviews of diagnostic test accuracy was assessed. J Clin Epidemiol 58:882–893CrossRefPubMed
24.
Zurück zum Zitat Menke J, Larsen J (2010) Meta-analysis: accuracy of contrast-enhanced magnetic resonance angiography for assessing steno-occlusions in peripheral arterial disease. Ann Intern Med 153:325–334CrossRefPubMed Menke J, Larsen J (2010) Meta-analysis: accuracy of contrast-enhanced magnetic resonance angiography for assessing steno-occlusions in peripheral arterial disease. Ann Intern Med 153:325–334CrossRefPubMed
25.
Zurück zum Zitat Zamora J, Abraira V, Muriel A, Khan K, Coomarasamy A (2006) Meta-DiSc: a software for meta-analysis of test accuracy data. BMC Med Res Methodol 6:31PubMedCentralCrossRefPubMed Zamora J, Abraira V, Muriel A, Khan K, Coomarasamy A (2006) Meta-DiSc: a software for meta-analysis of test accuracy data. BMC Med Res Methodol 6:31PubMedCentralCrossRefPubMed
26.
Zurück zum Zitat Menke J (2013) Bivariate random-effects meta-analysis of sensitivity and specificity with the Bayesian SAS PROC MCMC: methodology and empirical evaluation in 50 meta-analyses. Med Decis Making; Published online 8 Mar 2013 Menke J (2013) Bivariate random-effects meta-analysis of sensitivity and specificity with the Bayesian SAS PROC MCMC: methodology and empirical evaluation in 50 meta-analyses. Med Decis Making; Published online 8 Mar 2013
27.
Zurück zum Zitat Dobson AJ, Barnett AG (2008) An introduction to generalized linear models. 3rd edn, CRC Press, Chapman & Hall, Florida ISBN 978-1-58488-950-2 Dobson AJ, Barnett AG (2008) An introduction to generalized linear models. 3rd edn, CRC Press, Chapman & Hall, Florida ISBN 978-1-58488-950-2
29.
Zurück zum Zitat Harbord RM, Deeks JJ, Egger M, Whiting P, Sterne JA (2007) A unification of models for meta-analysis of diagnostic accuracy studies. Biostatistics 8:239–251CrossRefPubMed Harbord RM, Deeks JJ, Egger M, Whiting P, Sterne JA (2007) A unification of models for meta-analysis of diagnostic accuracy studies. Biostatistics 8:239–251CrossRefPubMed
31.
Zurück zum Zitat Menke J (2010) Bivariate random-effects meta-analysis of sensitivity and specificity with SAS PROC GLIMMIX. Methods Inf Med 49:54–64PubMed Menke J (2010) Bivariate random-effects meta-analysis of sensitivity and specificity with SAS PROC GLIMMIX. Methods Inf Med 49:54–64PubMed
32.
Zurück zum Zitat Biggerstaff BJ (2000) Comparing diagnostic tests: a simple graphic using likelihood ratios. Stat Med 19:649–663CrossRefPubMed Biggerstaff BJ (2000) Comparing diagnostic tests: a simple graphic using likelihood ratios. Stat Med 19:649–663CrossRefPubMed
33.
Zurück zum Zitat Maceneaney PM, Malone DE (2000) The meaning of diagnostic test results: a spreadsheet for swift data analysis. Clin Radiol 55:227–235CrossRefPubMed Maceneaney PM, Malone DE (2000) The meaning of diagnostic test results: a spreadsheet for swift data analysis. Clin Radiol 55:227–235CrossRefPubMed
34.
Zurück zum Zitat Dujardin B, Van den Ende J, Van Gompel A, Unger JP, Van der Stuyft P (1994) Likelihood ratios: a real improvement for clinical decision making? Eur J Epidemiol 10:29–36CrossRefPubMed Dujardin B, Van den Ende J, Van Gompel A, Unger JP, Van der Stuyft P (1994) Likelihood ratios: a real improvement for clinical decision making? Eur J Epidemiol 10:29–36CrossRefPubMed
35.
Zurück zum Zitat Bipat S, Zwinderman AH, Bossuyt PM, Stoker J (2007) Multivariate random-effects approach: for meta-analysis of cancer staging studies. Acad Radiol 14:974–984CrossRefPubMed Bipat S, Zwinderman AH, Bossuyt PM, Stoker J (2007) Multivariate random-effects approach: for meta-analysis of cancer staging studies. Acad Radiol 14:974–984CrossRefPubMed
36.
Zurück zum Zitat Menke J (2009) Diagnostic accuracy of contrast-enhanced MR angiography in severe carotid stenosis: meta-analysis with metaregression of different techniques. Eur Radiol 19:2204–2216PubMedCentralCrossRefPubMed Menke J (2009) Diagnostic accuracy of contrast-enhanced MR angiography in severe carotid stenosis: meta-analysis with metaregression of different techniques. Eur Radiol 19:2204–2216PubMedCentralCrossRefPubMed
37.
Zurück zum Zitat Glas AS, Lijmer JG, Prins MH, Bonsel GJ, Bossuyt PM (2003) The diagnostic odds ratio: a single indicator of test performance. J Clin Epidemiol 56:1129–1135CrossRefPubMed Glas AS, Lijmer JG, Prins MH, Bonsel GJ, Bossuyt PM (2003) The diagnostic odds ratio: a single indicator of test performance. J Clin Epidemiol 56:1129–1135CrossRefPubMed
38.
Zurück zum Zitat Sung L, Hayden J, Greenberg ML, Koren G, Feldman BM, Tomlinson GA (2005) Seven items were identified for inclusion when reporting a Bayesian analysis of a clinical study. J Clin Epidemiol 58:261–268CrossRefPubMed Sung L, Hayden J, Greenberg ML, Koren G, Feldman BM, Tomlinson GA (2005) Seven items were identified for inclusion when reporting a Bayesian analysis of a clinical study. J Clin Epidemiol 58:261–268CrossRefPubMed
39.
Zurück zum Zitat Ferns SP, Sprengers ME, van Rooij WJ, van Zwam WH, de Kort GA, Velthuis BK et al (2011) Late reopening of adequately coiled intracranial aneurysms: frequency and risk factors in 400 patients with 440 aneurysms. Stroke 42:1331–1337CrossRefPubMed Ferns SP, Sprengers ME, van Rooij WJ, van Zwam WH, de Kort GA, Velthuis BK et al (2011) Late reopening of adequately coiled intracranial aneurysms: frequency and risk factors in 400 patients with 440 aneurysms. Stroke 42:1331–1337CrossRefPubMed
40.
Zurück zum Zitat Schaafsma JD, Velthuis BK, van den Berg R, Brouwer PA, Majoie CB, Barkhof F et al (2012) Coil-treated aneurysms: decision making regarding additional treatment based on findings of MR angiography and intraarterial DSA. Radiology 265:858–863CrossRefPubMed Schaafsma JD, Velthuis BK, van den Berg R, Brouwer PA, Majoie CB, Barkhof F et al (2012) Coil-treated aneurysms: decision making regarding additional treatment based on findings of MR angiography and intraarterial DSA. Radiology 265:858–863CrossRefPubMed
41.
Zurück zum Zitat Agid R, Schaaf M, Farb R (2012) CE-MRA for follow-up of aneurysms post stent-assisted coiling. Interv Neuroradiol 18:275–283PubMedCentralPubMed Agid R, Schaaf M, Farb R (2012) CE-MRA for follow-up of aneurysms post stent-assisted coiling. Interv Neuroradiol 18:275–283PubMedCentralPubMed
42.
Zurück zum Zitat Johnson AK, Munich SA, Heiferman DM, Lopes DK (2012) Stent assisted embolization of 64 anterior communicating artery aneurysms. J Neurointerv Surg. Published September 21, 2012 (doi: 10.1136/neurintsurg-2012-010503) Johnson AK, Munich SA, Heiferman DM, Lopes DK (2012) Stent assisted embolization of 64 anterior communicating artery aneurysms. J Neurointerv Surg. Published September 21, 2012 (doi: 10.​1136/​neurintsurg-2012-010503)
43.
Zurück zum Zitat Choi JW, Roh HG, Moon WJ, Kim NR, Moon SG, Kang CH et al (2011) Time-resolved 3D contrast-enhanced MRA on 3.0T: a non-invasive follow-up technique after stent-assisted coil embolization of the intracranial aneurysm. Korean J Radiol 12:662–670PubMedCentralCrossRefPubMed Choi JW, Roh HG, Moon WJ, Kim NR, Moon SG, Kang CH et al (2011) Time-resolved 3D contrast-enhanced MRA on 3.0T: a non-invasive follow-up technique after stent-assisted coil embolization of the intracranial aneurysm. Korean J Radiol 12:662–670PubMedCentralCrossRefPubMed
44.
Zurück zum Zitat Takayama K, Taoka T, Nakagawa H, Myouchin K, Wada T, Sakamoto M et al (2011) Usefulness of contrast-enhanced magnetic resonance angiography for follow-up of coil embolization with the enterprise stent for cerebral aneurysms. J Comput Assist Tomogr 35:568–572CrossRefPubMed Takayama K, Taoka T, Nakagawa H, Myouchin K, Wada T, Sakamoto M et al (2011) Usefulness of contrast-enhanced magnetic resonance angiography for follow-up of coil embolization with the enterprise stent for cerebral aneurysms. J Comput Assist Tomogr 35:568–572CrossRefPubMed
Metadaten
Titel
Diagnosing flow residuals in coiled cerebral aneurysms by MR angiography: meta-analysis
verfasst von
Jan Menke
Peter Schramm
Jan Martin Sohns
Kai Kallenberg
Wieland Staab
Publikationsdatum
01.04.2014
Verlag
Springer Berlin Heidelberg
Erschienen in
Journal of Neurology / Ausgabe 4/2014
Print ISSN: 0340-5354
Elektronische ISSN: 1432-1459
DOI
https://doi.org/10.1007/s00415-013-7053-5

Weitere Artikel der Ausgabe 4/2014

Journal of Neurology 4/2014 Zur Ausgabe

Leitlinien kompakt für die Neurologie

Mit medbee Pocketcards sicher entscheiden.

Seit 2022 gehört die medbee GmbH zum Springer Medizin Verlag

Akuter Schwindel: Wann lohnt sich eine MRT?

28.04.2024 Schwindel Nachrichten

Akuter Schwindel stellt oft eine diagnostische Herausforderung dar. Wie nützlich dabei eine MRT ist, hat eine Studie aus Finnland untersucht. Immerhin einer von sechs Patienten wurde mit akutem ischämischem Schlaganfall diagnostiziert.

Niedriger diastolischer Blutdruck erhöht Risiko für schwere kardiovaskuläre Komplikationen

25.04.2024 Hypotonie Nachrichten

Wenn unter einer medikamentösen Hochdrucktherapie der diastolische Blutdruck in den Keller geht, steigt das Risiko für schwere kardiovaskuläre Ereignisse: Darauf deutet eine Sekundäranalyse der SPRINT-Studie hin.

Frühe Alzheimertherapie lohnt sich

25.04.2024 AAN-Jahrestagung 2024 Nachrichten

Ist die Tau-Last noch gering, scheint der Vorteil von Lecanemab besonders groß zu sein. Und beginnen Erkrankte verzögert mit der Behandlung, erreichen sie nicht mehr die kognitive Leistung wie bei einem früheren Start. Darauf deuten neue Analysen der Phase-3-Studie Clarity AD.

Viel Bewegung in der Parkinsonforschung

25.04.2024 Parkinson-Krankheit Nachrichten

Neue arznei- und zellbasierte Ansätze, Frühdiagnose mit Bewegungssensoren, Rückenmarkstimulation gegen Gehblockaden – in der Parkinsonforschung tut sich einiges. Auf dem Deutschen Parkinsonkongress ging es auch viel um technische Innovationen.

Update Neurologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.