Literature DB >> 24706941

A blinded international study on the reliability of genetic testing for GGGGCC-repeat expansions in C9orf72 reveals marked differences in results among 14 laboratories.

Chizuru Akimoto1, Alexander E Volk2, Marka van Blitterswijk3, Marleen Van den Broeck4, Claire S Leblond5, Serge Lumbroso6, William Camu7, Birgit Neitzel8, Osamu Onodera9, Wouter van Rheenen10, Susana Pinto11, Markus Weber12, Bradley Smith13, Melanie Proven14, Kevin Talbot15, Pamela Keagle16, Alessandra Chesi17, Antonia Ratti18, Julie van der Zee4, Helena Alstermark1, Anna Birve1, Daniela Calini18, Angelica Nordin1, Daniela C Tradowsky2, Walter Just2, Hussein Daoud5, Sabrina Angerbauer8, Mariely DeJesus-Hernandez3, Takuya Konno9, Anjali Lloyd-Jani14, Mamede de Carvalho11, Kevin Mouzat6, John E Landers16, Jan H Veldink10, Vincenzo Silani18, Aaron D Gitler17, Christopher E Shaw13, Guy A Rouleau5, Leonard H van den Berg10, Christine Van Broeckhoven4, Rosa Rademakers19, Peter M Andersen20, Christian Kubisch2.   

Abstract

BACKGROUND: The GGGGCC-repeat expansion in C9orf72 is the most frequent mutation found in patients with amyotrophic lateral sclerosis (ALS) and frontotemporal dementia (FTD). Most of the studies on C9orf72 have relied on repeat-primed PCR (RP-PCR) methods for detection of the expansions. To investigate the inherent limitations of this technique, we compared methods and results of 14 laboratories.
METHODS: The 14 laboratories genotyped DNA from 78 individuals (diagnosed with ALS or FTD) in a blinded fashion. Eleven laboratories used a combination of amplicon-length analysis and RP-PCR, whereas three laboratories used RP-PCR alone; Southern blotting techniques were used as a reference.
RESULTS: Using PCR-based techniques, 5 of the 14 laboratories got results in full accordance with the Southern blotting results. Only 50 of the 78 DNA samples got the same genotype result in all 14 laboratories. There was a high degree of false positive and false negative results, and at least one sample could not be genotyped at all in 9 of the 14 laboratories. The mean sensitivity of a combination of amplicon-length analysis and RP-PCR was 95.0% (73.9-100%), and the mean specificity was 98.0% (87.5-100%). Overall, a sensitivity and specificity of more than 95% was observed in only seven laboratories.
CONCLUSIONS: Because of the wide range seen in genotyping results, we recommend using a combination of amplicon-length analysis and RP-PCR as a minimum in a research setting. We propose that Southern blotting techniques should be the gold standard, and be made obligatory in a clinical diagnostic setting. Published by the BMJ Publishing Group Limited. For permission to use (where not already granted under a licence) please go to http://group.bmj.com/group/rights-licensing/permissions.

Entities:  

Keywords:  Molecular genetics; Motor neurone disease; Neurology

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Year:  2014        PMID: 24706941      PMCID: PMC4033024          DOI: 10.1136/jmedgenet-2014-102360

Source DB:  PubMed          Journal:  J Med Genet        ISSN: 0022-2593            Impact factor:   6.318


Introduction

In 2011, an expansion of a GGGGCC-repeat in the gene ‘Chromosome 9 open reading frame 72’ (C9orf72) was identified as a cause of amyotrophic lateral sclerosis (ALS, OMIM614260) and frontotemporal dementia (FTD, OMIM105550).1 2 The following 3-years series of publications reported that a large proportion of ALS (1–30%) and FTD (6–30%) Caucasian patients carry a C9orf72 repeat expansion,3–5 making this mutation the most common known genetic cause of ALS and FTD, and one of the most frequent genetic alterations causing neurodegenerative diseases overall. In one of the initial reports, a combination of amplicon-length analysis, repeat-primed PCR (RP-PCR) assays, and Southern blot (SB) was used for detection and calculation of the repeat numbers.1 SB is regarded as the gold standard for detecting large polynucleotide repeat expansions,6 but it is relatively expensive, cumbersome and time consuming, and up to 10 µg of high-quality DNA is needed for a single analysis. It is not surprising, therefore, that in nearly all studies published during 2011–2013, the much simpler, cheaper and faster-to-perform PCR-based screening methods were used.2 By using amplification primers flanking the repeat motif, the amplicon-length analysis allows determination of the exact repeat numbers of alleles with up to 30 repeats, and thus, is able to exclude a pathological repeat expansion if two different alleles in the wild-type range are detected. In RP-PCR, at least two primers are used: one primer that hybridises outside the repeat motif, and one primer that binds to the repeat motif itself. In most protocols a third primer is applied that hybridises to an oligonucleotide tail of the repeat motif binding primer, also leading to the term triplet-primed PCR.7 In this RP-PCR, a large GGGGCC-repeat expansion typically gives rise to a ‘saw-tooth’ or ‘stutter’ pattern, which has been taken as evidence for the presence of a disease-associated expansion.1 2 Since the first reports of this mutation, a large number of studies have reported on the epidemiology, clinical, psychological and imaging features, and postmortem neuropathology of C9orf72 repeat expansion carriers with ALS, FTD, Alzheimer disease, Parkinson's disease, and other neurodegenerative diseases, as well as in healthy individuals.8 In many of these studies, the C9orf72-genotype was assessed using RP-PCR alone without a confirmatory SB analysis. Only recently, large-scale studies using SB analysis have been published.9 10 PCR-based C9orf72 screening is also used in clinical diagnostic testing of affected individuals, as well as in predictive testing of healthy individuals at-risk of ALS and FTD. The aim of this study is to determine the sensitivity and specificity of different C9orf72 genotyping methods, and to establish recommendations for molecular testing of the GGGGCC-repeat expansion in C9orf72. Fourteen experienced genetic laboratories participated in this study, and all laboratories were requested to perform RP-PCR with or without amplicon-length analyses on the same 78 samples.

Materials and methods

Study design

At the initiative of the ALS research laboratory at Umeå University, Sweden, 20 laboratories with extensive experience in performing DNA analysis for neurodegenerative diseases, including ALS and FTD, were invited to participate in this study. Eleven research laboratories and two diagnostic laboratories agreed to participate, and including Umeå University a total of 14 laboratories participated. Umeå University sent 400 ng DNA from 78 familial ALS or FTD cases to 13 laboratories: eight in Europe, four in North America, and one in Asia. All participating research laboratories had already established the methodologies for identifying the GGGGCC-repeat expansion in C9orf72 and published at least one manuscript regarding C9orf72. Each laboratory was asked to analyse the 78 DNA samples according to their own procedures and classify the results. Umeå University collected all results independently and analysed them in a blinded fashion. Eleven laboratories used RP-PCR and amplicon-length analysis, and three laboratories used RP-PCR alone. Independently to RP-PCR and amplicon-length analysis, SB was performed in three laboratories.

Patients and DNA extraction

Blood samples of 78 familial ALS or FTD patients from 32 families living in the Nordic countries, Switzerland and Portugal were collected. The sex ratio was 1.75 males per female. The ALS patients were diagnosed according to the EFNS consensus diagnostic criteria,11 and the FTD patients according to the Neary criteria.12 Autopsies were performed in 13 patients confirming the diagnosis of ALS or FTD neuropathologically. Whole venous blood was drawn into EDTA-containing vacuum tubes and following centrifugation, the buffy coat was isolated. The samples were collected during the time period 1993–2012 and stored as buffy coat in −80°C freezers until DNA extraction. The DNA was extracted according to the manufacturer's protocol with the DNA extraction kit NUCLEON BACC2 (GE Healthcare, Piscataway, New Jersey, USA) and DNA from the same extraction batch was sent to all laboratories. Ethical review boards in Sweden (The Regional Medical Review Board for Northern Sweden), Switzerland (Ethikkomission des Kantons St Gallen), and Portugal (Hospital de Santa Maria Ethics Committee, Lisbon) approved this study, and all participants gave informed written consent.

RP-PCR, amplicon-length analyses, and SB

The RP-PCR and amplicon-length analyses were done according to each laboratory's own method, and these are listed in online supplementary table S3. The SB protocols are listed in online supplementary table S5.

Results

Genotyping results: comparison of the results in 14 laboratories

The overall results of 14 laboratories (laboratory A–N) are presented in table 1. When combining amplicon-length analysis and RP-PCR, sensitivity and specificity above 95% were found in seven laboratories (A–E, G and L; 50%). The mean sensitivity of the combined results was 95.0% (73.9–100%), and the mean specificity was 98.0% (87.5–100%). Using RP-PCR analysis alone, a sensitivity and specificity of more than 95% were found in six laboratories (A–D, G and L; 42.9%). The mean sensitivity of RP-PCR alone was 94.3% (71.7–100%) and the mean specificity was 97.3% (87.5–100%). The classification determined by RP-PCR alone, therefore, changed eight genotype calls in four laboratories (E, F, J and K). Or put differently, 6 of 14 laboratories (42.8%) failed to correctly classify some samples when they performed RP-PCR analysis only. By combining RP-PCR with fragment-length analysis, four laboratories still reported false negative or false positive samples. A significant number of samples (1–10) were unclassifiable/difficult to classify in eight of the laboratories even when RP-PCR and fragment-length analysis were combined.
Table 1

The results of 14 laboratories on 78 samples

 Laboratories
ABCDEFGHIJKLMN
RP-PCR results
 GGGGCC-repeat expansion
  Yes4646464642484543434534444143
  No3232323232283332323033323328
  Q000042033311247
 False positive00000200021000
 False negative00001010002010
 Sensitivity (%)10010010010091.310097.893.593.593.571.795.789.193.5
 Specificity (%)10010010010096.887.510010010093.896.910010087.5
 Unclassified (%)00005.12.603.83.83.814.12.65.19.0
Amplicon-length analysis results
 Numbers of amplicon
  000100000000N.D.N.D.N.D.
  15454555656545451565451N.D.N.D.N.D.
  22424222222242424222424N.D.N.D.N.D.
  Q00000003003N.D.N.D.N.D.
RP-PCR+amplicon-length analysis results
 GGGGCC-repeat expansion
  Yes4646464646484543434334444143
  No3232323232293332323034323328
  Q000001033510247
 False positive00000200000000
 False negative00000010002010
 Sensitivity (%)10010010010010010097.893.593.593.573.995.789.193.5
 Specificity (%)10010010010010090.610010010093.810010010087.5
 Unclassified (%)000001.303.83.86.412.82.65.19.0

No, sample numbers without large GGGGCC-repeat expansion; N.D., not determined; Q, sample numbers of undecided or unclassified samples Yes: sample numbers with large GGGGCC-repeat expansion.

The results of 14 laboratories on 78 samples No, sample numbers without large GGGGCC-repeat expansion; N.D., not determined; Q, sample numbers of undecided or unclassified samples Yes: sample numbers with large GGGGCC-repeat expansion.

Genotyping results: comparison of genotyped samples

The genotyping results of all 78 samples are summarised in online supplementary tables S1 and S2 available online. For 50 samples, the results among all laboratories were consistent. In the RP-PCR-only analysis, there were three individuals (6.5, 26.3 and 32.3) who were either misclassified or failed to classify in RP-PCR; these three samples had between 23 and 32 repeats on the wild-type allele, in addition to a large expansion on the other allele. In the amplicon-length analysis, two samples (samples 8.1 and 8.2) from the same family (number 8) were hard to classify: six laboratories identified two amplicons, four laboratories identified one amplicon, and one laboratory classified the samples as ‘undecided’. We sequenced these samples and revealed that one allele was a wild-type allele with two repeats, and the other allele had six repeats with a complex of 15 bp deletion/17 bp insertion mutation just after the repeat motif (online supplementary figure S1A,B). We found one more sample (sample 32.1) that carried the same nucleotide variant on one allele, and this sample also carried a large repeat expansion on the other allele (online supplementary figure S1C,D). This mutation is located in the low-complexity sequence region of C9orf72,13 and consequently, may interfere with the PCR-based genotyping method. As a reference, SB was performed on all samples in a blinded fashion by three laboratories. There was complete concordance among the three laboratories: 46 samples carried a repeat expansion and 32 samples lacked the expansion (online supplementary figure S2).

Discussion

Our blinded multicenter study demonstrates limitations of PCR-based techniques used to assess C9orf72 GGGGCC-repeats, emphasising the need of detailed technical consensus guidelines for diagnostic and research settings.

Comparison of the methods of RP-PCR and amplicon-length analysis

Based on RP-PCR results alone, 50 samples (64.1%) showed congruent results among the participating laboratories. There are many variable RP-PCR protocols (see online supplementary table S3) and a comprehensive comparison is difficult. In summary, the RP-PCR protocols of the four laboratories (A–D) with 100% sensitivity and specificity, we found that laboratories A and C used almost identical methods. Laboratory B used primers that were a modification of the ones previously published,1 and they deleted the unspecific linker region between the fluorescence tag and C9orf72-specific sequence. In laboratory D, the RP-PCR was performed with only two primers. The primers sets P1, 2, 3 and P4, 5, 6 were the most commonly used with five laboratories using each set, and two of the laboratories that obtained 100% sensitivity and specificity used primers set P1, 2, 3. Among the laboratories that failed to classify samples in concordance with the SB results (having false positive and/or false negative), we found that one used a very short PCR elongation time, the PCR products were diluted extensively before capillary electrophoresis, and the concentration of deaza-dGTP was very low, or deaza-dGTP was not used at all. In the amplicon-length analysis alone, 72 samples (92.3%) had concordant results, highlighting the reliability of this technique, regardless of the differences in PCR reactions and PCR protocols. The set of primers were the same in all laboratories except one, but the PCR reactions and PCR protocols were all different between the laboratories (see online supplementary table S3). Thus, it is not possible to identify specific parameters that could explain the incorrect results for the six samples that were not concordant between the laboratories.

Analyses of the results

All five laboratories that obtained full concordance of the PCR-based and SB results used RP-PCR in combination with amplicon-length analysis. None of the laboratories that performed RP-PCR alone reported the correct genotype in all samples. The sensitivity and specificity increased, and the percentage of unclassified samples decreased in three laboratories (E, F and K) when they performed RP-PCR and amplicon-length analysis. Accordingly, a combination of amplicon-length analysis and RP-PCR methodology is recommended to obtain the highest level of sensitivity and specificity, but it should be emphasised that a high risk of misclassification as either false positive or false negative (6 samples in four laboratories) still exists. The RP-PCR results alone seemed difficult to interpret if one allele with a relatively large number (20–32) of GGGGCC-repeats was present in combination with a large repeat expansion on the other allele. This was demonstrated by three individuals who could not be genotyped using RP-PCR alone in five laboratories, possibly because the saw-tooth pattern curve of the large expanded alleles were hidden behind the peaks of the allele with 20–32 repeats (figure 1). Similarly, this intermediate 20–32 repeat allele could easily mimic an expanded allele and become a cause of false positive results.
Figure 1

Results from RP-PCR and amplicon-length analysis of sample 6.5. (A) A-1 is the full shape of RP-PCR and A-2 is a 16-times scale-up (Y-axis) shape of A-1. It is possible to see the clear saw-tooth pattern after scale-up. A-3 is the result of amplicon-length analysis and there is a number of small peaks before the highest last peak. It may be hard to identify the amplicon numbers because of these small peaks. (B) The RP-PCR figures and classifications of the same sample in different laboratories. The scale of the Y-axis is the same as in A-2.

Results from RP-PCR and amplicon-length analysis of sample 6.5. (A) A-1 is the full shape of RP-PCR and A-2 is a 16-times scale-up (Y-axis) shape of A-1. It is possible to see the clear saw-tooth pattern after scale-up. A-3 is the result of amplicon-length analysis and there is a number of small peaks before the highest last peak. It may be hard to identify the amplicon numbers because of these small peaks. (B) The RP-PCR figures and classifications of the same sample in different laboratories. The scale of the Y-axis is the same as in A-2. Based on our data, there is no common definition of what a ‘GGGGCC-repeat expansion’ in C9orf72 is, and laboratories classify it in different ways. For example, some laboratories used clear cut-offs, for example, of more than 24 or 30 repeats, while other laboratories used the definition that a saw-tooth pattern in RP-PCR corresponds to a GGGGCC-repeat expansion (see online supplementary table S4). In this study, there was no false positive result based on different classifications of what is an ‘expansion’. This study was designed to compare the genotyping results of C9orf72 among laboratories using the same DNA. An identical amount of DNA was send to all laboratories, but the concentration and quality of DNA may have changed during shipping and handling. Another possible limitation of the present study is that most reactions were only performed once in each laboratory, and the accuracy may be improved if reactions were repeated in case of doubt, for example, with more DNA (however, only two laboratories requested more DNA). Additionally, all laboratories that participated in this study used their own protocols, and hence, this study was not designed to thoroughly assess every single step in the protocol under similar circumstances within laboratories.

Proposed methods for GGGGCC-repeat expansion genotyping in C9orf72

There is an urgent need for broad consensus on analysing GGGGCC-repeat expansions in C9orf72, which is particularly important in a clinical setting (for diagnosing ALS or FTD, or when performing predictive testing of at-risk individuals), but also for research purposes. A possible algorithm for C9orf72 genotyping is presented in figure 2. In conclusion, we recommend, that as an absolute minimum, a combination of amplicon-length analysis and RP-PCR should be performed. We recommend using good quality and quantity of DNA and primers, an appropriate concentration of deaza-dGTP, and a minimum elongation time of 3 min. When results are questionable, we suggest (1) expand the analysed scale in the analysis software, (2) use a higher concentration of PCR products in the capillary electrophoresis and (3) repeat RP-PCR with a higher amount of DNA. Though five of the 14 laboratories got full concordance with SB using PCR-based techniques only, the high risk for misgenotyping using only PCR-based techniques as performed here in nine laboratories, and the devastating consequences misgenotyping may have in clinical practise, make us conclude that SB should always be employed in a diagnostic setting, and should be the preferred method in a research setting of smaller number of samples (eg, analysis of the expansion in autopsy tissue specimens). RP-PCR plus amplicon-length analysis should be used in a research setting and when many samples are to be analysed, for example, in an epidemiological study. Optimally, also is such studies should samples with a saw-tooth pattern be confirmed to have an expansion by SB (figure 2).
Figure 2

Flow chart for C9orf72 genotyping in a scientific setting.

Flow chart for C9orf72 genotyping in a scientific setting.
  13 in total

1.  Association between repeat sizes and clinical and pathological characteristics in carriers of C9ORF72 repeat expansions (Xpansize-72): a cross-sectional cohort study.

Authors:  Marka van Blitterswijk; Mariely DeJesus-Hernandez; Ellis Niemantsverdriet; Melissa E Murray; Michael G Heckman; Nancy N Diehl; Patricia H Brown; Matthew C Baker; NiCole A Finch; Peter O Bauer; Geidy Serrano; Thomas G Beach; Keith A Josephs; David S Knopman; Ronald C Petersen; Bradley F Boeve; Neill R Graff-Radford; Kevin B Boylan; Leonard Petrucelli; Dennis W Dickson; Rosa Rademakers
Journal:  Lancet Neurol       Date:  2013-09-05       Impact factor: 44.182

2.  EFNS guidelines on the clinical management of amyotrophic lateral sclerosis (MALS)--revised report of an EFNS task force.

Authors:  Peter M Andersen; Sharon Abrahams; Gian D Borasio; Mamede de Carvalho; Adriano Chio; Philip Van Damme; Orla Hardiman; Katja Kollewe; Karen E Morrison; Susanne Petri; Pierre-Francois Pradat; Vincenzo Silani; Barbara Tomik; Maria Wasner; Markus Weber
Journal:  Eur J Neurol       Date:  2011-09-14       Impact factor: 6.089

3.  A C9orf72 promoter repeat expansion in a Flanders-Belgian cohort with disorders of the frontotemporal lobar degeneration-amyotrophic lateral sclerosis spectrum: a gene identification study.

Authors:  Ilse Gijselinck; Tim Van Langenhove; Julie van der Zee; Kristel Sleegers; Stéphanie Philtjens; Gernot Kleinberger; Jonathan Janssens; Karolien Bettens; Caroline Van Cauwenberghe; Sandra Pereson; Sebastiaan Engelborghs; Anne Sieben; Peter De Jonghe; Rik Vandenberghe; Patrick Santens; Jan De Bleecker; Githa Maes; Veerle Bäumer; Lubina Dillen; Geert Joris; Ivy Cuijt; Ellen Corsmit; Ellen Elinck; Jasper Van Dongen; Steven Vermeulen; Marleen Van den Broeck; Carolien Vaerenberg; Maria Mattheijssens; Karin Peeters; Wim Robberecht; Patrick Cras; Jean-Jacques Martin; Peter P De Deyn; Marc Cruts; Christine Van Broeckhoven
Journal:  Lancet Neurol       Date:  2011-12-07       Impact factor: 44.182

4.  Large C9orf72 hexanucleotide repeat expansions are seen in multiple neurodegenerative syndromes and are more frequent than expected in the UK population.

Authors:  Jon Beck; Mark Poulter; Davina Hensman; Jonathan D Rohrer; Colin J Mahoney; Gary Adamson; Tracy Campbell; James Uphill; Aaron Borg; Pietro Fratta; Richard W Orrell; Andrea Malaspina; James Rowe; Jeremy Brown; John Hodges; Katie Sidle; James M Polke; Henry Houlden; Jonathan M Schott; Nick C Fox; Martin N Rossor; Sarah J Tabrizi; Adrian M Isaacs; John Hardy; Jason D Warren; John Collinge; Simon Mead
Journal:  Am J Hum Genet       Date:  2013-02-21       Impact factor: 11.025

5.  The C9ORF72 expansion mutation is a common cause of ALS+/-FTD in Europe and has a single founder.

Authors:  Bradley N Smith; Stephen Newhouse; Aleksey Shatunov; Caroline Vance; Simon Topp; Lauren Johnson; Jack Miller; Younbok Lee; Claire Troakes; Kirsten M Scott; Ashley Jones; Ian Gray; Jamie Wright; Tibor Hortobágyi; Safa Al-Sarraj; Boris Rogelj; John Powell; Michelle Lupton; Simon Lovestone; Peter C Sapp; Markus Weber; Peter J Nestor; Helenius J Schelhaas; Anneloor Alm Ten Asbroek; Vincenzo Silani; Cinzia Gellera; Franco Taroni; Nicola Ticozzi; Leonard Van den Berg; Jan Veldink; Phillip Van Damme; Wim Robberecht; Pamela J Shaw; Janine Kirby; Hardev Pall; Karen E Morrison; Alex Morris; Jacqueline de Belleroche; J M B Vianney de Jong; Frank Baas; Peter M Andersen; John Landers; Robert H Brown; Michael E Weale; Ammar Al-Chalabi; Christopher E Shaw
Journal:  Eur J Hum Genet       Date:  2012-06-13       Impact factor: 4.246

6.  Qualitative assessment of FMR1 (CGG)n triplet repeat status in normal, intermediate, premutation, full mutation, and mosaic carriers in both sexes: implications for fragile X syndrome carrier and newborn screening.

Authors:  Feras M Hantash; Dana G Goos; David Tsao; Franklin Quan; Arlene Buller-Burckle; Mei Peng; Michael Jarvis; Weimin Sun; Charles M Strom
Journal:  Genet Med       Date:  2010-03       Impact factor: 8.822

7.  A hexanucleotide repeat expansion in C9ORF72 is the cause of chromosome 9p21-linked ALS-FTD.

Authors:  Alan E Renton; Elisa Majounie; Adrian Waite; Javier Simón-Sánchez; Sara Rollinson; J Raphael Gibbs; Jennifer C Schymick; Hannu Laaksovirta; John C van Swieten; Liisa Myllykangas; Hannu Kalimo; Anders Paetau; Yevgeniya Abramzon; Anne M Remes; Alice Kaganovich; Sonja W Scholz; Jamie Duckworth; Jinhui Ding; Daniel W Harmer; Dena G Hernandez; Janel O Johnson; Kin Mok; Mina Ryten; Danyah Trabzuni; Rita J Guerreiro; Richard W Orrell; James Neal; Alex Murray; Justin Pearson; Iris E Jansen; David Sondervan; Harro Seelaar; Derek Blake; Kate Young; Nicola Halliwell; Janis Bennion Callister; Greg Toulson; Anna Richardson; Alex Gerhard; Julie Snowden; David Mann; David Neary; Michael A Nalls; Terhi Peuralinna; Lilja Jansson; Veli-Matti Isoviita; Anna-Lotta Kaivorinne; Maarit Hölttä-Vuori; Elina Ikonen; Raimo Sulkava; Michael Benatar; Joanne Wuu; Adriano Chiò; Gabriella Restagno; Giuseppe Borghero; Mario Sabatelli; David Heckerman; Ekaterina Rogaeva; Lorne Zinman; Jeffrey D Rothstein; Michael Sendtner; Carsten Drepper; Evan E Eichler; Can Alkan; Ziedulla Abdullaev; Svetlana D Pack; Amalia Dutra; Evgenia Pak; John Hardy; Andrew Singleton; Nigel M Williams; Peter Heutink; Stuart Pickering-Brown; Huw R Morris; Pentti J Tienari; Bryan J Traynor
Journal:  Neuron       Date:  2011-09-21       Impact factor: 17.173

8.  C9ORF72 repeat expansion in Australian and Spanish frontotemporal dementia patients.

Authors:  Carol Dobson-Stone; Marianne Hallupp; Clement T Loy; Elizabeth M Thompson; Eric Haan; Carolyn M Sue; Peter K Panegyres; Cristina Razquin; Manuel Seijo-Martínez; Ramon Rene; Jordi Gascon; Jaume Campdelacreu; Birgit Schmoll; Alexander E Volk; William S Brooks; Peter R Schofield; Pau Pastor; John B J Kwok
Journal:  PLoS One       Date:  2013-02-20       Impact factor: 3.240

9.  Frequency of the C9orf72 hexanucleotide repeat expansion in patients with amyotrophic lateral sclerosis and frontotemporal dementia: a cross-sectional study.

Authors:  Elisa Majounie; Alan E Renton; Kin Mok; Elise G P Dopper; Adrian Waite; Sara Rollinson; Adriano Chiò; Gabriella Restagno; Nayia Nicolaou; Javier Simon-Sanchez; John C van Swieten; Yevgeniya Abramzon; Janel O Johnson; Michael Sendtner; Roger Pamphlett; Richard W Orrell; Simon Mead; Katie C Sidle; Henry Houlden; Jonathan D Rohrer; Karen E Morrison; Hardev Pall; Kevin Talbot; Olaf Ansorge; Dena G Hernandez; Sampath Arepalli; Mario Sabatelli; Gabriele Mora; Massimo Corbo; Fabio Giannini; Andrea Calvo; Elisabet Englund; Giuseppe Borghero; Gian Luca Floris; Anne M Remes; Hannu Laaksovirta; Leo McCluskey; John Q Trojanowski; Vivianna M Van Deerlin; Gerard D Schellenberg; Michael A Nalls; Vivian E Drory; Chin-Song Lu; Tu-Hsueh Yeh; Hiroyuki Ishiura; Yuji Takahashi; Shoji Tsuji; Isabelle Le Ber; Alexis Brice; Carsten Drepper; Nigel Williams; Janine Kirby; Pamela Shaw; John Hardy; Pentti J Tienari; Peter Heutink; Huw R Morris; Stuart Pickering-Brown; Bryan J Traynor
Journal:  Lancet Neurol       Date:  2012-03-09       Impact factor: 44.182

10.  A pan-European study of the C9orf72 repeat associated with FTLD: geographic prevalence, genomic instability, and intermediate repeats.

Authors:  Julie van der Zee; Ilse Gijselinck; Lubina Dillen; Tim Van Langenhove; Jessie Theuns; Sebastiaan Engelborghs; Stéphanie Philtjens; Mathieu Vandenbulcke; Kristel Sleegers; Anne Sieben; Veerle Bäumer; Githa Maes; Ellen Corsmit; Barbara Borroni; Alessandro Padovani; Silvana Archetti; Robert Perneczky; Janine Diehl-Schmid; Alexandre de Mendonça; Gabriel Miltenberger-Miltenyi; Sónia Pereira; José Pimentel; Benedetta Nacmias; Silvia Bagnoli; Sandro Sorbi; Caroline Graff; Huei-Hsin Chiang; Marie Westerlund; Raquel Sanchez-Valle; Albert Llado; Ellen Gelpi; Isabel Santana; Maria Rosário Almeida; Beatriz Santiago; Giovanni Frisoni; Orazio Zanetti; Cristian Bonvicini; Matthis Synofzik; Walter Maetzler; Jennifer Müller Vom Hagen; Ludger Schöls; Michael T Heneka; Frank Jessen; Radoslav Matej; Eva Parobkova; Gabor G Kovacs; Thomas Ströbel; Stayko Sarafov; Ivailo Tournev; Albena Jordanova; Adrian Danek; Thomas Arzberger; Gian Maria Fabrizi; Silvia Testi; Eric Salmon; Patrick Santens; Jean-Jacques Martin; Patrick Cras; Rik Vandenberghe; Peter Paul De Deyn; Marc Cruts; Christine Van Broeckhoven; Julie van der Zee; Ilse Gijselinck; Lubina Dillen; Tim Van Langenhove; Jessie Theuns; Stéphanie Philtjens; Kristel Sleegers; Veerle Bäumer; Githa Maes; Ellen Corsmit; Marc Cruts; Christine Van Broeckhoven; Julie van der Zee; Ilse Gijselinck; Lubina Dillen; Tim Van Langenhove; Stéphanie Philtjens; Jessie Theuns; Kristel Sleegers; Veerle Bäumer; Githa Maes; Marc Cruts; Christine Van Broeckhoven; Sebastiaan Engelborghs; Peter P De Deyn; Patrick Cras; Sebastiaan Engelborghs; Peter P De Deyn; Mathieu Vandenbulcke; Mathieu Vandenbulcke; Barbara Borroni; Alessandro Padovani; Silvana Archetti; Robert Perneczky; Janine Diehl-Schmid; Matthis Synofzik; Walter Maetzler; Jennifer Müller Vom Hagen; Ludger Schöls; Matthis Synofzik; Walter Maetzler; Jennifer Müller Vom Hagen; Ludger Schöls; Michael T Heneka; Frank Jessen; Alfredo Ramirez; Delia Kurzwelly; Carmen Sachtleben; Wolfgang Mairer; Alexandre de Mendonça; Gabriel Miltenberger-Miltenyi; Sónia Pereira; Clara Firmo; José Pimentel; Raquel Sanchez-Valle; Albert Llado; Anna Antonell; Jose Molinuevo; Ellen Gelpi; Caroline Graff; Huei-Hsin Chiang; Marie Westerlund; Caroline Graff; Anne Kinhult Ståhlbom; Håkan Thonberg; Inger Nennesmo; Anne Börjesson-Hanson; Benedetta Nacmias; Silvia Bagnoli; Sandro Sorbi; Valentina Bessi; Irene Piaceri; Isabel Santana; Beatriz Santiago; Isabel Santana; Maria Helena Ribeiro; Maria Rosário Almeida; Catarina Oliveira; João Massano; Carolina Garret; Paula Pires; Giovanni Frisoni; Orazio Zanetti; Cristian Bonvicini; Stayko Sarafov; Ivailo Tournev; Albena Jordanova; Ivailo Tournev; Gabor G Kovacs; Thomas Ströbel; Michael T Heneka; Frank Jessen; Alfredo Ramirez; Delia Kurzwelly; Carmen Sachtleben; Wolfgang Mairer; Frank Jessen; Radoslav Matej; Eva Parobkova; Adrian Danel; Thomas Arzberger; Gian Maria Fabrizi; Silvia Testi; Sergio Ferrari; Tiziana Cavallaro; Eric Salmon; Patrick Santens; Patrick Cras
Journal:  Hum Mutat       Date:  2013-01-04       Impact factor: 4.878

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  45 in total

Review 1.  G4-associated human diseases.

Authors:  Nancy Maizels
Journal:  EMBO Rep       Date:  2015-07-06       Impact factor: 8.807

2.  Comprehensive genotyping of the C9orf72 hexanucleotide repeat region in 2095 ALS samples from the NINDS collection using a two-mode, long-read PCR assay.

Authors:  Eran Bram; Kamyab Javanmardi; Kimberly Nicholson; Kristen Culp; Julie R Thibert; Jon Kemppainen; Vivian Le; Annette Schlageter; Andrew Hadd; Gary J Latham
Journal:  Amyotroph Lateral Scler Frontotemporal Degener       Date:  2018-11-15       Impact factor: 4.092

3.  Validation of a Long-Read PCR Assay for Sensitive Detection and Sizing of C9orf72 Hexanucleotide Repeat Expansions.

Authors:  EunRan Suh; Kaitlyn Grando; Vivianna M Van Deerlin
Journal:  J Mol Diagn       Date:  2018-08-20       Impact factor: 5.568

Review 4.  RNA Structures as Mediators of Neurological Diseases and as Drug Targets.

Authors:  Viachaslau Bernat; Matthew D Disney
Journal:  Neuron       Date:  2015-07-01       Impact factor: 17.173

Review 5.  Frontotemporal dementia: a bridge between dementia and neuromuscular disease.

Authors:  Adeline S L Ng; Rosa Rademakers; Bruce L Miller
Journal:  Ann N Y Acad Sci       Date:  2014-12-30       Impact factor: 5.691

6.  Haploinsufficiency of TBK1 causes familial ALS and fronto-temporal dementia.

Authors:  Axel Freischmidt; Thomas Wieland; Benjamin Richter; Wolfgang Ruf; Veronique Schaeffer; Kathrin Müller; Nicolai Marroquin; Frida Nordin; Annemarie Hübers; Patrick Weydt; Susana Pinto; Rayomond Press; Stéphanie Millecamps; Nicolas Molko; Emilien Bernard; Claude Desnuelle; Marie-Hélène Soriani; Johannes Dorst; Elisabeth Graf; Ulrika Nordström; Marisa S Feiler; Stefan Putz; Tobias M Boeckers; Thomas Meyer; Andrea S Winkler; Juliane Winkelman; Mamede de Carvalho; Dietmar R Thal; Markus Otto; Thomas Brännström; Alexander E Volk; Petri Kursula; Karin M Danzer; Peter Lichtner; Ivan Dikic; Thomas Meitinger; Albert C Ludolph; Tim M Strom; Peter M Andersen; Jochen H Weishaupt
Journal:  Nat Neurosci       Date:  2015-03-24       Impact factor: 24.884

Review 7.  Presymptomatic ALS genetic counseling and testing: Experience and recommendations.

Authors:  Michael Benatar; Christine Stanislaw; Eliana Reyes; Sumaira Hussain; Anne Cooley; Maria Catalina Fernandez; Danielle D Dauphin; Sara-Claude Michon; Peter M Andersen; Joanne Wuu
Journal:  Neurology       Date:  2016-05-18       Impact factor: 9.910

8.  C9orf72 expansion as a possible genetic cause of Huntington disease phenocopy syndrome.

Authors:  Vladimir S Kostić; Valerija Dobričić; Iva Stanković; Vesna Ralić; Elka Stefanova
Journal:  J Neurol       Date:  2014-07-18       Impact factor: 4.849

9.  Mutation frequency of PRKAR1B and the major familial dementia genes in a Dutch early onset dementia cohort.

Authors:  P E Cohn-Hokke; T H Wong; P Rizzu; G Breedveld; W M van der Flier; P Scheltens; F Baas; P Heutink; E J Meijers-Heijboer; J C van Swieten; Y A L Pijnenburg
Journal:  J Neurol       Date:  2014-08-10       Impact factor: 4.849

Review 10.  ALS: Recent Developments from Genetics Studies.

Authors:  Martine Therrien; Patrick A Dion; Guy A Rouleau
Journal:  Curr Neurol Neurosci Rep       Date:  2016-06       Impact factor: 5.081

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