Abstract
Epileptic encephalopathy (EE) refers to a clinically and genetically heterogeneous group of severe disorders characterized by seizures, abnormal interictal electro-encephalogram, psychomotor delay, and/or cognitive deterioration. We ascertained two multiplex families (including one consanguineous family) consistent with an autosomal-recessive inheritance pattern of EE. All seven affected individuals developed subclinical seizures as early as the first day of life, severe epileptic disease, and profound developmental delay with no facial dysmorphism. Given the similarity in clinical presentation in the two families, we hypothesized that the observed phenotype was due to mutations in the same gene, and we performed exome sequencing in three affected individuals. Analysis of rare variants in genes consistent with an autosomal-recessive mode of inheritance led to identification of mutations in SLC13A5, which encodes the cytoplasmic sodium-dependent citrate carrier, notably expressed in neurons. Disease association was confirmed by cosegregation analysis in additional family members. Screening of 68 additional unrelated individuals with early-onset epileptic encephalopathy for SLC13A5 mutations led to identification of one additional subject with compound heterozygous mutations of SLC13A5 and a similar clinical presentation as the index subjects. Mutations affected key residues for sodium binding, which is critical for citrate transport. These findings underline the value of careful clinical characterization for genetic investigations in highly heterogeneous conditions such as EE and further highlight the role of citrate metabolism in epilepsy.
Main Text
Early-onset epileptic encephalopathy (EOEE) is a highly heterogeneous group of severe epileptic disorders characterized by pharmacoresistant seizures and abnormal interictal electroencephalogram (EEG) that leads to neurological impairment, developmental delay, and high mortality rate.1–3 Given the extreme etiological heterogeneity of EOEE, clinical, electro-clinical, and genetic classification are of considerable importance for therapeutic management of affected individuals, prognosis, and genetic counseling.4 Among EOEE, a number of electro-clinical neonatal-onset epileptic syndromes have been described, such as Ohtahara syndrome (MIM 308350), early myoclonic epilepsy (MIM 607208), and malignant migrating partial seizures (MIM 614959). Many forms of EOEE nonetheless remain difficult to delineate based on clinical and EEG findings only, and conventional metabolic and genetic screening remain tedious and low yield. This is particularly true for individuals with EOEE and onset of seizures in the first day of life with no evidence of neonatal suffering or environmental causes, because mutations in EOEE-associated genes have been only rarely found in such individuals. Although systematic screening of candidate genes has been shown to increase diagnostic yield, careful clinical and EEG description of epileptic syndromes is needed for improved management of affected individuals.5–7
We ascertained two families comprising seven affected individuals with strikingly similar clinical presentations of EOEE. The pedigrees (families 1 and 2, shown in Figure 1) were highly suggestive of an autosomal-recessive mode of inheritance. For all subjects, brain imaging (including magnetic resonance imaging [MRI] and computerized tomography scanner [CT-scan]), infectious work-up in blood as well as urine and cerebrospinal fluid (CSF), and metabolic work-ups were not conclusive. In family 1, subject 1 (II-1 in Figure 1) was born after an unremarkable full-term pregnancy. American Pediatric Gross Assessment Record (APGAR) was 10/10 with eutocic delivery. Clinical and neurological examinations were reported as unremarkable at birth. At day 1, he experienced a multifocal status epilepticus characterized by long-lasting focal seizures alternately involving right and left temporo-occipital areas. There was no evidence for a materno-fetal infection. Seizures were subclinical (Table 1) albeit almost continuous during the first days of life. Initial EEG revealed oscillating delta-theta waves that increased in amplitude, lasting more than 2 min and restricted to the temporal and occipital brain areas. Interictal EEG was low in amplitude, without suppression bursts. Overall, the recurrence of focal seizures with almost no interictal period for several hours led to the clinical diagnosis of neonatal multifocal status epilepticus. After the age of 2 months, epileptic activity became rarer and responded well to antiepileptic drugs, with persistence of some seizures triggered by fever. Clinical evolution was characterized by a major psychomotor delay with no eye contact and global hypotonia without pyramidal syndrome. No facial dysmorphism was noticed, except for widely spaced teeth. Growth, including occipito-frontal circumference (OFC), was normal. Subject 2 (II-3 in Figure 1) was born after an uneventful pregnancy at 35 weeks of gestation, with birth parameters in normal range. Delivery was complicated by inhalation of meconial amniotic fluid requiring an initial hospitalization in intensive care unit for assisted ventilation. APGAR was 3/5/7. At 5 days of life, she presented with a status epilepticus, controlled by the association of three antiepileptic drugs. Status epilepticus was well tolerated despite a succession of prolonged, focal seizures with very short interictal periods. Epileptic signs included chewing movements and modification of breath occurring several seconds after the beginning of the EEG discharge. EEG showed rhythmic theta-delta focal discharges originating alternatively from both hemispheres, mostly in the left and right temporal regions (a representative EEG is shown in Figure 2). No truly migrating seizures could be observed. Brain MRI showed no lesions suggestive of a perinatal insult. At 2 years and 4 months of age, clinical examination showed axial hypotonia without peripheral hypertonia or pyramidal syndrome. Ocular contact was good with smiling response. Head was controlled but sitting was not acquired. Voluntary grasping was absent. Growth and OFC were normal. Although subject 2 showed a better psychomotor development than subject 1 indicating some degree of intrafamilial phenotypic variability, both affected individuals from family 1 display a severe EE with absent speech and no sitting position.
Figure 1.
Pedigrees of the Three Families with SLC13A5 Mutations
Individuals for whom exome sequencing was performed are indicated by asterisks (∗). The subject with a homozygous BCKDHB mutation is indicated by the symbol ¶. Detection of the identified SLC13A5 variants was performed in all available individuals. mut/mut and mut/− refer to compound heterozygous and heterozygous carriers of SLC13A5 mutations, respectively. −/− indicate individuals for whom no SLC13A5 mutation was identified.
Table 1.
Clinical Hallmark of the Epileptic Disease and Psychomotor Acquisitions of the Eight Reported Subjects
Clinical Hallmarks |
Family 1 |
Family 2 |
Family 3 |
|||||
---|---|---|---|---|---|---|---|---|
Subject 1 | Subject 2 | Subject 3 | Subject 4 | Subject 5 | Subject 6 | Subject 7 | Subject 8 | |
Epilepsia type | EOEE | EOEE | EOEE | EOEE | EOEE | EOEE | EOEE | EOEE |
Age at first seizures | 1 day | 5 days | 1 day | 1 day | 1 day | 1 week | 1 week | 1 day |
Age at first status epilepticus | 1 day | 5 days | 1 month | none | 1 day | NA | NA | 1 day |
Seizure type | subclinical | subclinical | polymorphic | subclinical | subclinical | NA | subclinical | subclinical |
Psychomotor acquisitions | profound delay | severe delay | profound delay | severe delay | severe delay | profound delay | profound delay | profound delay |
Eye contact | no | yes | poor | yes | yes | yes | yes | yes |
Head control | no | yes | yes | yes | yes | yes | yes | yes |
Sitting acquired | no | no | no | yes | no | no | no | yes |
Speech | none | none | none | none | none | none | none | none |
Abbreviations are as follows: EOEE, early onset epileptic encephalopathy; NA, not available.
Figure 2.
Subject 2: Epileptic Activity with Long-Lasting Multifocal Bilateral Seizures during the First Week of Life
(A) Schematic representation of the electrode placement according to the international standards in neonate (subject 2 at fifth day of life).
(B) Longitudinal (lines 1–6) and transverse montage (lines 7–10) showing a typical seizure beginning in the right hemisphere, temporal region (dotted line), lasting around 100 s and immediately followed by a seizure originating in the left hemisphere, temporal lobe (full trace) beginning at around 100 s and lasting 130 s. Clinically, the discharge was not symptomatic initially, then the neonate displayed chewing movements (20th s), discrete clonic jerks of the left limbs (50th s), and discrete clonic jerks of the right limbs (130th s).
Family 2 is an Algerian family harboring two consanguinity loops. In the first nuclear family, three out of five children developed a severe EE. In all children, antenatal period and delivery were unremarkable. Subject 3 (V-1 in Figure 1) presented polymorphic seizures beginning in the first day of life and associating cyanosis, hemibody abnormal movements, upper limbs clonus, and abnormal ocular movements. The first status epilepticus was reported at 1 month of life and required a therapeutic association of three antiepileptic drugs to stabilize a monthly occurrence of seizures. Psychomotor milestones were not acquired, with poor eye contact and no sitting at 5 years of age. Fewer epileptic manifestations were reported over follow-up. No facial dysmorphism was noticed except for widely spaced teeth, also observed in family 1. EEGs were asymmetrically slower on right side. A mild perceptive deafness was reported. Subject 4 (V-2 in Figure 1) was born after an uneventful pregnancy. A perinatal suffering was suspected and required resuscitation. He presented seizures at 8 hr of life. A neonatal subdural hematoma was reported. Given the family history, antiepileptic drugs were introduced early. Psychomotor acquisitions were markedly delayed. At 5 years of age, he was able to say several words. He kept presenting weekly seizures. Neurological examination showed axial hypotonia and peripheral hypertonia with brisk tendon reflexes. No facial dysmorphism was noticed, except for hypodontia. Growth parameters including OFC were in normal range. Subject 5 (V-5 in Figure 1) was born at full term of an uneventful pregnancy. Birth measurements and APGAR were normal. He presented a status epilepticus resistant to standard therapeutics at 20 hr of life. A maple syrup disease (MIM 248600) was diagnosed on plasmatic amino acid chromatographs, which was confirmed by the identification of a homozygous truncating mutation (c.799C>T [p.Gln267∗]) in BCKDHB (RefSeq accession number NM_183050.2, MIM 248611). Segregation analysis in other family members showed that subjects 3 and 4 were heterozygous carriers. Dietary care biochemically controlled perfectly the maple syrup disease, with normal chromatography at follow-up. Evolution was marked by a severe psychomotor delay. Walk had not been acquired by the age of 3 years. Epilepsy was very active in the first months of age with almost continuous subclinical seizures. EEG showed almost continuous sequences of focal seizures involving temporal and occipital regions of both hemispheres alternatively, mostly the left one, with rhythmic, large-amplitude spikes lasting several minutes. There was no suppression burst. After 1 month of age, EEG rapidly improved, and a background activity was recorded and found normal. After 3 months, some asymptomatic, short generalized discharges of spikes were recorded. Subjects 6 and 7 (V-6 and V-9 in Figure 1) presented a severe EE with seizure onset in the first days of life. Subject 6 (V-6 in Figure 1) died at 11 years of age of unknown cause. Subject 7 (V-9 in Figure 1) presents epileptic seizures at 5 years of age.
We propose that the combination of clinical findings observed in affected individuals from the two families (summarized in Table 1, with additional clinical information in Table S1 available online) define a distinctive epileptic phenotype. Evidence supporting a genetic etiology included (1) the context of familial forms of EE; (2) brain imaging and clinical evolution, which did not support neonatal insult as the cause of the clinical presentation; and (3) the fact that neonatal suffering may be both a consequence of, and a contributing factor to, the observed epileptic disease. Clinical hallmarks comprise nonmotor and pharmacoresistant seizures with onset in the first days of life evolving to pharmacoresistant EE in the first months, profound psychomotor delay, and neonatal EEG showing a recurrent pattern of multifocal long-lasting temporo-occipital seizures involving both hemispheres.
We hypothesized that the observed clinical presentation in the two families was due to mutations in the same gene and performed exome sequencing in three affected individuals (II-1, II-3, and V-5 in Figure 1). Written, informed consent was obtained from all subjects, legal representatives, and relatives before enrollment in the study. The ethics committee at participating institutions approved the research protocol. Genomic DNA was extracted from blood via standard procedures. Whole-exome capture and sequencing were performed at Integragen from 3 μg of genomic DNA per individual using the SureSelect Human All Exon V5 kit (Agilent). The resulting libraries were sequenced on a HiSeq 2000 (Illumina) according to the manufacturer’s recommendations for paired-end 76 bp reads. More than 4.8 gigabases of mappable sequences per individual were generated, resulting in a depth of coverage of at least ten reads for more than 93% of RefSeq coding exons (Table S2). Reads were aligned to the human genome reference sequence (GRCh37/hg19 build of UCSC Genome Browser) with the Burrows-Wheeler Aligner (BWA, v.0.6.2), and potential duplicate paired-end reads were marked with Picard v.1.77. The Genome Analysis Toolkit (GATK) v.2.6-4 was used for base quality score recalibration, indel realignment, and variant discovery (both single-nucleotide variants and indels).8 Variants were annotated with SeattleSeq SNP Annotation. Rare variants were identified by focusing on protein-altering and splice-site changes present at a frequency less than 1% in dbSNP 138 and the NHLBI GO Exome Sequencing Project and absent from 50 local exomes of unaffected individuals.
Candidate genes consistent with an autosomal-recessive mode of inheritance were systematically identified based on the presence of at least one rare homozygous or two heterozygous variants as described previously.9 This strategy led to identification of a single gene mutated in all three affected individuals (Table S3), namely SLC13A5 (MIM 608305; RefSeq NM_177550.3), which encodes the only known neuronal cytoplasmic sodium-dependent citrate carrier.10 Both affected individuals from family 1 were compound heterozygous for two SLC13A5 missense changes (c.655G>A [p.Gly219Arg] and c.680C>T [p.Thr227Met]) (Figure S1), and subject 5 from family 2 had a homozygous SLC13A5 missense change (c.1463T>C [p.Leu488Pro]) (Figure S1; Table 2). Cosegregation analysis in all available relatives by standard polymerase-chain-reaction (PCR) protocols using custom intronic primers (Table S4) and capillary sequencing confirmed the association of the identified SLC13A5 mutations with EOEE in both families (Figure 1).
Table 2.
Main Characteristics of SLC13A5 Mutations
Families | Genomic Change (hg19) | dbSNP ID | Allele Frequency in ESP | Transcript Change | Protein Change | Sodium Binding Site | GERP Score | Grantham Matrix Score | Polyphen2 (HumVar) | Condel FI Score | CADD Phred Score | Inheritance |
---|---|---|---|---|---|---|---|---|---|---|---|---|
Family 1 | chr17:g.6606325G>A | none | 0/13006 | c.680C>T | p.Thr227Met | Na1 | 5.470 | 81 | 1.000 | 4.195 | 25.3 | compound heterozygous |
chr17:g.6606350C>T | rs144332569a | 0/13006 | c.655G>A | p.Gly219Arg | Na1 | 5.470 | 125 | 0.998 | 4.3 | 19.74 | ||
Family 2 | chr17:g.6590960A>G | none | 0/13006 | c.1463T>C | p.Leu488Pro | Na2 | 5.150 | 98 | 0.997 | 3.155 | 21.5 | homozygous |
chr17:g.6590960A>G | none | 0/13006 | c.1463T>C | p.Leu488Pro | Na2 | 5.150 | 98 | 0.997 | 3.155 | 21.5 | ||
Family 3 | chr17:g.6606325G>A | none | 0/13006 | c.680C>T | p.Thr227Met | Na1 | 5.470 | 81 | 1.000 | 4.195 | 25.3 | compound heterozygous |
chr17:g.6606350C>T | rs144332569a | 0/13006 | c.655G>A | p.Gly219Arg | Na1 | 5.470 | 125 | 0.998 | 4.3 | 19.74 | ||
Family 4 | chr17:g.6606350C>T | rs144332569a | 0/13006 | c.655G>A | p.Gly219Arg | Na1 | 5.470 | 125 | 0.998 | 4.3 | 19.74 | heterozygousb |
Abbreviations are as follows: hg19, Human Genome version 19; dbSNP ID, database of single nucleotide polymorphism identification; ESP, NHLBI GO Exome Sequencing Project.
Reported in dbSNP 134 with neither frequency nor validation data.
No other SLC13A5 variants were detected in this subject.
We then screened SLC13A5 for mutations in 68 unrelated individuals with EOEE, including 61 subjects with unclassified epilepsy and 7 subjects with suppression-burst EEG patterns. Overall, 29 subjects had onset of seizures in the first week of life combined with severe psychomotor delay, and 15 out of these 29 individuals had been screened for mutations in STXBP1 and KCNQ2, which had failed to identify disease-associated variants. Coding regions of SLC13A5 were amplified by standard PCR protocols (primer sequences are listed in Table S4). For each individual, PCR products were pooled and libraries were prepared with the Nextera XT DNA Sample Preparation kit (Illumina). Generated libraries were sequenced on a MiSeq instrument (Illumina) according to the manufacturer’s recommendations for paired-end 150 bp reads. Sequencing data processing and variant identification were performed as described above, except that PCR duplicates were not marked. The average sequencing depth of SLC13A5 coding exons (RefSeq) and splice junctions was 2,158-fold, with 100% of targeted bases covered by at least 10 reads in all subjects. This experiment led to identification of one additional subject with identical compound heterozygous mutations as those found in family 1 (c.655G>A [p.Gly219Arg] and c.680C>T [p.Thr227Met]; family 3 in Figure 1). Single-nucleotide variants flanking the identified mutations seem to argue against identity by descent and support distinct mutational events in families 1 and 3, at least for one of the two variants (Table S5).
In striking similarity with the clinical presentation of affected individuals from families 1 and 2, this subject developed subclinical seizures at 2 hr of life and presented with a severe epileptic disease that evolved to a pharmacoresistant EE associated with major developmental delay (Tables 1 and S1). Highly frequent focal seizures lasting several days were initially noticed, followed by periods of relative stability (with rare occasional seizures) alternating with clusters of seizures occurring once or twice a year. No seizures were recorded by video/EEG. Interictal EEGs were well organized.
An additional heterozygous SLC13A5 variant (c.655G>A [p.Gly219Arg]) was detected in another subject (family 4, Table 2). Clinical presentation of this affected individual—which comprised seizure onset at 1 month of age and mild psychomotor delay associated with autism spectrum disorder—showed no similarity with the phenotype of affected individuals with recessive SLC13A5 mutations. In the absence of a second detectable mutation of SLC13A5 in this individual and given the fact that heterozygous carriers of the p.Gly219Arg mutation in families 1 and 3 are unaffected, we conclude that this mutation alone is unlikely to cause the observed phenotype. No other coding variants were identified in the remaining 66 individuals tested.
Nucleotide-level conservation and impact of amino acid substitutions were assessed by the Genomic Evolutionary Rate Profiling (GERP),11 Grantham matrix,12 Polyphen-2 (using the HumVar-trained model),13 and Combined Annotation-Dependent Depletion (CADD)14 scores. All mutation sites were found to affect highly conserved nucleotides and amino acids and were predicted as likely deleterious (Table 2, Figure S2). None of the three mutations were reported in the NHLBI GO Exome Sequencing Project. However, one of the mutations was reported in dbSNP v.134, with neither frequency nor validation data (Table 2).
SLC13A5 encodes a highly conserved homodimeric cytoplasmic sodium-dependent citrate carrier composed of 11 transmembrane domains. Functional and structural work on VcINDY—the bacterial orthologous of SLC13A5—showed that sodium binding is required for citrate transport and identified two sodium binding domains:15 one at residue VcINDY-Gly199 (HsSLC13A5-Gly226) and the second one between residues VcINDY-Glu374 and VcINDY-Cys413 (HsSLC13A5-Glu475 and HsSLC13A5-Phe500, respectively). Intracellular citrate transport was shown to be dramatically reduced when these latter two residues are mutated.16,17 In addition, systematic mutagenesis of SLC13A5 carboxy-terminal region demonstrated the conformational role of the highly conserved residue HsSLC13A5-Leu488 (rbSLC13A5-Leu502) for dicarboxylic acid binding and transport.18,19 Strikingly, all three mutations sites reported here affect either the first sodium-binding site (p.Gly219Arg and p.Thr227Met in families 1 and 3) or the second one (p.Leu488Pro in family 2). This hypothesis is further supported by in silico predictions of the impact of p.Gly219Arg and p.Thr227Met mutations on the first sodium binding site, which show a marked disruption of hydrogen bonds (Figure 3). We can therefore speculate that these mutations may affect the ability of SLC13A5 to transport citrate across the plasma membrane to the cytosol by disrupting its ability to bind sodium.
Figure 3.
In Silico Prediction of the Impact of SLC13A5 Mutations on Sodium Binding
Left panel represents 3D model of VcINDY, SLC13A5 bacterial ortholog (PDB 4F35). Citrate molecule (yellow) and the first sodium-binding site (green) are shown. Right panels are 6 Å zoomed-in focuses of both wild-type and mutated residues. Protein structure data were loaded in the Swiss-PDB viewer and mutated residues introduced, with the most probable rotamer selected. Hydrogen bonds were computed by standard parameters.
Citrate plays a pivotal role for cellular metabolism and neurotransmitter biogenesis such as glutamate in the brain. Intracellular citrate metabolism is essential for tri-carboxylic acids synthesis and mitochondrial energetic balance, and the rate of fatty-acid synthesis depends on the concentration of citrate in the cytosol, which is mainly controlled by SLC13A5.20 Disruption of citrate metabolism and transport were previously associated with epilepsy. For instance, mutations in the mitochondrial di- and tri-carboxylic acid transporters SLC25A1 (MIM 190315) and SLC25A22 (MIM 609302) cause hydroxyglutaric aciduria (MIM 615182) and early infantile epileptic encephalopathy-3 (MIM 609304), respectively.21,22 Conversely, increased citrate synthetase activity in rat brain homogenates was observed after convulsing doses of 3-mercaptopropionic acid, thus indicating that high intracellular citrate concentrations may be an endogenous anticonvulsive mechanism.23 Finally, although Slc13a5-knockout mice have no signs of developmental or neurological abnormalities, knockout mice of two of the five SLC13 family members develop seizures.15,24,25
Neonatal epilepsies are highly heterogeneous in terms of etiology and electro-clinical features. Approximately 20% of neonatal-onset EE of genetic origin are caused by mutations in three major genes, namely STXBP126 (MIM 602926), KCNQ227 (MIM 602235), and KCNT128 (MIM 608167). Mutations in these genes are mostly associated with malignant migrating partial seizure28 or with suppression-burst pattern.29,30 Here, we describe a form of epilepsy associated with SLC13A5 mutations and presenting with status epilepticus in the first days of life, EEG patterns showing bilateral, multifocal, long-lasting nonmigrating seizures and severe neurological evolution despite a decrease of seizure frequency concomitant with a rapid improvement of the EEG background activity. Screening a cohort of 29 subjects with seizure onset in the first week of life combined with severe psychomotor delay identified one additional individual with SLC13A5 mutations and a very similar clinical and EEG presentation as the two index families. Given the rarity of epileptic seizures with onset in the first day of life and the recognizable EEG pattern described here, SLC13A5 may be considered as an additional gene to be screened in individuals with seizures in the first day of life for molecular diagnosis purposes.
To conclude, we propose the existence of an autosomal-recessive and clinically distinctive EE associated with SLC13A5 mutations, whose main clinical features comprise seizure onset in the first days of life, subclinical epileptic status, and recognizable EEG patterns with bilateral, multifocal status epilepticus. Altogether, these findings underline the value of careful clinical characterization for genetic investigations in highly heterogeneous conditions such as EE, might have direct implications for the clinical management of this subset of individuals with seizure onset in the first week of life, and further highlight the role of citrate metabolism in epilepsy. Finally, these findings may ultimately open therapeutic perspectives aimed at increasing intracellular citrate concentration, such as ketogenic diet or triheptanoin treatment.31,32
Acknowledgments
We wish to thank the subjects and families involved in the study, C.T. Gordon for kind advice, Integragen for the exome sequencing experiments, and the University of Burgundy Centre de Calcul (CCuB) for technical support and management of the informatics platform. This work was supported by the Regional Council of Burgundy and Dijon University Hospital. We also thank the NHLBI GO Exome Sequencing Project and its ongoing studies that produced and provided exome variant calls for comparison: the Lung GO Sequencing Project (HL-102923), the WHI Sequencing Project (HL-102924), the Broad GO Sequencing Project (HL-102925), the Seattle GO Sequencing Project (HL-102926), and the Heart GO Sequencing Project (HL-103010).
Contributor Information
Julien Thevenon, Email: julien.thevenon@chu-dijon.fr.
Jean-Baptiste Rivière, Email: jean-baptiste.riviere@u-bourgogne.fr.
Supplemental Data
Web Resources
The URLs for data presented herein are as follows:
NHLBI Exome Sequencing Project (ESP) Exome Variant Server, http://evs.gs.washington.edu/EVS/
Online Mendelian Inheritance in Man (OMIM), http://www.omim.org/
Picard, http://picard.sourceforge.net/
SeattleSeq Annotation 138, http://snp.gs.washington.edu/SeattleSeqAnnotation138/
Swiss PDB Viewer, http://www.expasy.org/spdbv/
UCSC Genome Browser, http://genome.ucsc.edu
University of Burgundy Centre de Calcul, https://haydn2005.u-bourgogne.fr/dsi-ccub/
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