Chromogranin B P413L variant as risk factor and modifier of disease onset for amyotrophic lateral sclerosis

Edited by Robert H. Brown, Jr., University of Massachusetts Medical School, and accepted by the Editorial Board October 27, 2009
December 22, 2009
106 (51) 21777-21782

Abstract

Recently, chromogranins were reported to interact specifically with mutant forms of superoxide dismutase that are linked to amyotrophic lateral sclerosis (ALS). This interaction led us to analyze the frequencies of sequence variants of the CHGB gene in ALS patients and matched controls from three different countries. Of particular interest was the finding of the P413L CHGB variant present in 10% of ALS patients (n = 705) as compared to 4.5% in controls (n = 751), conferring a 2.2-fold greater relative risk to develop the disease (P < 0.0001). This effect was mainly contributed by the samples of French origin that yielded a frequency of the P413L variation at 17% in ALS (n = 289) and 5% in controls (n = 448), conferring a 3.3-fold greater risk to develop ALS. Furthermore, the P413L CHGB variant is associated with an earlier age of onset by almost a decade in both sporadic ALS and familial ALS cases. Genetic variation influencing age of onset in ALS had not previously been reported. Expression of fusion CHGB-EGFP constructs in SHSY-5Y cells revealed that the P413L variation can cause defective sorting of CHGB into secretory granules. The finding that CHGB may act as a susceptibility gene and modifier of onset in ALS is consistent with the emerging view that dysfunction of the secretory pathway may contribute to increased vulnerability of motor neurons.
Amyotrophic lateral sclerosis (ALS) is the most common adult-onset neurodegenerative disorder characterized by the death of large motor neurons in the cerebral cortex and spinal cord (1). Although most cases of ALS are sporadic (SALS), some families demonstrate a clinically indistinguishable form of ALS with clear Mendelian inheritance and high penetrance (familial ALS or FALS) (2). Despite many years of intensive study, very few genes have been unequivocally implicated in ALS, including the well-known superoxide dismutase 1 (SOD1) gene, which accounts for about 2 to 5% of all ALS cases (3, 4). The mechanism whereby mutant SOD1 causes specific degeneration of motor neurons remains unclear, but it is believe that disease is caused by a gain of a toxic function of mutant SOD1 protein (57). Recently, a specific interaction between chromogranins and different mutant forms of SOD1 led to a new ALS pathogenic model based on chromogranin-mediated secretion of toxic mutant SOD1 molecules (8). Chromogranins can also interact with oxidized WT SOD1 but not with intact WT SOD1 (9). This interaction is further supported by the recent report of a colocalization of chromogranins with SOD1-immunopositive aggregates in motor neurons of sporadic ALS cases (10). Moreover, there is evidence of altered chromogranin expression in the saliva of ALS patients (11). These combined observations led us to screen the CHGB gene for sequence variations in sporadic and familial ALS patients from France, Canada (French Canadian origin), and Sweden.

Results

CHGB Variations Identified in ALS Patients from France and Canada/Quebec.

We initially screened the CHGB gene for sequence variations in the entire ORF and the flanking intron/exon borders in 194 individuals, of French or French Canadian origin, with either familial or sporadic ALS and 258 healthy controls of similar age, geography, and ethnicity (Table 1). A total of 21 single nucleotide variations were detected in the CHGB gene, including eight previously unrecorded sequence variations that were not present in the SNP database (Table 2). Fifteen of these 21 sequence variations occurred within coding regions, five were found within introns, and one in the 3′ untranslated region of the gene. Interestingly, all of the coding variations were located in exon 4 and 11 of them led to amino acid changes. Two different bioinformatics protein prediction software (PolyPhen and Pmut) were used to assess whether the 11 missense variations are potentially pathological or lead to protein structure defect (Table S1). Among these 11 nonsynonymous variations, three (R101K, H230R, and R258Q) were not found in 516 control chromosomes. The R101K variation leading to a conservative amino acid change was present in only one ALS patient. The patient had no familial history of neurological disorder and he first presented classic ALS symptoms in the lower-limb at the age of 42 years. The H230R missense variation is predicted to have a functional effect on protein structure (Polyphen: probably damaging, Position-Specific Independent Count or PSIC score of 2.696) and likely a pathological effect (Pmut: prediction score of 0.5510) according to the protein-prediction software. This variation was found in one FALS patient and in one SALS patient, but was absent in control individuals. The non-SOD1 FALS patient first presented with classic ALS in the upper-limb at the age of 56 years. She had another affected brother who had died of ALS at the age of 83 years and, unfortunately, no DNA was available to confirm whether the affected brother was also carrying the variation. No clinical information was available for the SALS patient. The R258Q found in two different FALS cases represents a nonconserved amino acid change leading to the substitution of a polar amino acid for a polar uncharged amino acid. Unfortunately, no additional family members from the two French families were available for further study. The synonymous E169E silent variation was found in two ALS patients and not found in controls.
Table 1.
Clinical details of study populations
Study populationFALS-non SOD1FALS-SOD1SALSControls
French (France and Canada/Quebec)    
    Number of individuals400249448
    Mean age of onset, years (range)55 (35–64)NA58 (23–82)60* (34–93)
    Disease duration, years (±SE)4.1 ± 0.7NA4.3 ± 0.4NA
    Males21NA155167
    Females19NA94281
Swedish    
    Number of individuals6140315303
    Mean age of onset, years (range)57 (35–78)49 (29–77)60 (20–89)62* (25–94)
    Disease duration, years (±SE)4.7 ± 0.811.3 ± 2.13.0 ± 0.2NA
    Males3023178158
    Females3117137145
Total    
    Number of individuals10140564751
    Mean age of onset, years (range)56 (35–78)49 (29–77)59 (20–87)62* (25–94)
    Disease duration, years (±SE)4.4 ± 0.511.3 ± 2.13.4 ± 0.2NA
    Males5123333325
    Females5017231426
NA, not applicable.
*Mean age at DNA sampling.
Table 2.
Details, location, and genomic context of each sequence variants within CHGB genes found in ALS patients and control chromosomes in the initial screen (French and French Canadians)
Variant*dbSNPIntron/ExonAmino acid changeFrequency (%)P value
FALSSALSCtrlFALSSALSCombined
g.5082G>Ars236146Intron 2NA17/80 (21.3)19/116 (16.4)28/190 (14.7)0.1900.6990.338
g.10573C>Ars4815876Intron 3NA29/80 (36.3)34/116 (29.3)56/190 (29.5)0.2740.9760.570
g.10602A>T Intron 3NA0/80 (0)1/116 (0.9)0/516 (0)NA0.0350.104
g.10651G>T Intron 3NA0/80 (0)1/116 (0.9)0/516 (0)NA0.0350.104
g.10787T>As6085324Exon 4S93T8/80 (22.5)23/116 (19,8)69/326 (21,2)0.7940.7600.947
g.10812G>A Exon 4R101K0/80 (0)1/116 (0.9)0/516 (0)NA0.0350.104
g.10912G>C Exon 4A134A1/80 (1.3)1/116 (0.9)22/326 (6.7)0.0570.0140.002
g.11017G>A Exon 4E169E1/80 (1.3)1/116 (0.9)0/516 (0)0.0110.0350.022
g.11043G>Ars910122Exon 4R178Q32/80 (40)34/116 (29.3)110/326 (33.7)0.2930.3820.987
g.11108A>Crs881118Exon 4N200H4/80 (5)3/116 (2.6)14/326 (4.3)0.7840.4110.684
g.11199A>G Exon 4H230R1/80 (1.3)1/116 (0.9)0/516 (0)0.0110.0350.022
g.11237A>Grs236151Exon 4T243A67/80 (83.8)88/116 (75.9)141/190 (74.2)0.0890.7470.258
g.11283G>A Exon 4R258Q2/80 (2.5)0/116 (0)0/516 (0)≤0.0001NA0.022
g.11568C>Grs236152Exon 4A353G31/80 (38.8)36/116 (31)60/190 (31.6)0.2550.9210.586
g.11614A>Grs236153Exon 4E368E31/80 (38.8)36/116 (31)60/190 (31.6)0.2550.9210.586
g.11652G>T Exon 4W381L1/80 (1.3)0/116 (0)1/326 (0.3)0.2800.5500.716
g.11748C>Trs742710Exon 4P413L8/80 (10)40/482 (8.3)20/760 (2.6)≤0.0001≤0.0001≤0.0001
g.11760G>Ars742711Exon 4R417Q15/80 (18.8)19/116 (16.4)42/190 (22,1)0.5370.2240.240
g.12463C>T Exon 4D651D0/80 (0)2/116 (1.7)1/516 (0,2)0.6940.0300.128
g.13270G>Ars236155Intron 4NA29/80 (36.3)30/116 (25.9)60/190 (31,6)0.4560.2870.753
g.13499C>Ars28213′UTRNA29/80 (36.3)48/116 (41.4)78/190 (41,1)0.4610.9550.723
The entire open reading frame and the flanking intron/exon borders were covered by our analysis. Frequency calculation was done using the total number of chromosomes. Coding sequence variations found exclusively in patients or overrepresented in ALS patients are in boldface. NA, not applicable.
*Variants were named according to CHGB genomic sequence NM_001819; The nucleotide ″A″ of the ATG initiation codon is referred as 1.
Of particular interest was the finding of a common variant (P413L) that was significantly increased in ALS patient chromosomes when compared to the control population (P < 0.0001). This variation is predicted to have a functional effect and to alter the protein structure (Polyphen: possibly damaging, PSIC score of 1.741) and also to have a pathological effect (Pmut: prediction score of 0.8075). To explore the significance of the association of the P413L variant with ALS, we screened 95 additional SALS patients and 190 additional nonneurological healthy individuals for this particular variant. Overall, the frequency of this particular SNP was of 17% in ALS patients as compared to 5% in controls [odds ratio (OR) of 3.7 with 95% confidence interval (CI) of 2.2–6.4], conferring a relative risk of 3.3 times greater to develop disease.

Replication and Validation of our Initial Screen in the Swedish Population.

To validate our initial results with the French and French Canadian population, we further investigated the occurrence of the R101K, E169E, H230R, R258Q, and P413L sequence variations in the Swedish population (Table 3). The R101K substitution, previously found in one French Canadian SALS case, was not detected in either 832 patient chromosomes or 606 control chromosomes from Sweden. The H230R substitution was initially found in one FALS case from France and one French Canadian SALS patient. It was also present in two other SALS cases from Sweden, one FALS case homozygous for the D90A SOD1 mutation, and one Swedish control individual. The first SALS patient from Sweden carrying the H230R variation suffered from a sporadic progressive bulbar paresis variant of ALS. He developed his first symptom at the age of 61 years. The second SALS case from Sweden with the same variation had typical leg-onset ALS, which he developed at the age of 68 years. Interestingly, this variation was also found in one FALS patient homozygous for the D90A SOD1 mutation. The patient was a Finnish-born man with slowly progressing ALS with leg-onset at the age of 46 years. He also presented some ataxia symptoms, which is not uncommon in patients bearing the D90A SOD1 mutation. This patient had two unaffected older brothers in their sixties, as well as an unaffected son. He therefore was the only affected individual in his family but he is considered as a familial case because of the presence of the SOD1 mutation. Although the H230R variant was also found in one control individual from Sweden, an increased allele frequency is still observed for the substitution in total ALS cases we examined (OR 5.5; 95% CI of 0.6–47.3) (Table 4). The R258Q substitution, found initially in two French FALS cases, was also found in one FALS case from Sweden, and was not detected in control individuals. However, the R258Q variation is unlikely to be pathogenic, as this variation was not detected in three other affected family members from the same Swedish FALS pedigree. The E169E synonymous variation was not detected in Swedish patients or in controls. Although the frequency of the P413L variation in ALS patients from Sweden (5.2%) was not as high as in the French and French Canadian patients (17%), Swedish ALS patients carrying the P413L variation also had a greater risk for ALS (OR 1.5; 95% CI of 0.7–3.1).
Table 3.
Validation of selected CHGB variants in the Swedish population
CHGB variantFrequency (%)P-value
FALSSALSCtrlFALSSALSCombined
R101K0/202 (0)0/630 (0)0/606 (0)NANANA
E169E0/202 (0)0/630 (0)0/606 (0)NANANA
H230R1/202 (0.5)2/630 (0.3)1/606 (0.1)0.4140.5860.487
R258Q1/202 (0.5)0/630 (0)0/606 (0)0.083NA0.393
P413L6/202 (3.0)16/630 (2.6)11/606 (1.8)0.0840.3850.300
Frequencies have been calculated using total number of chromosomes for each patients and controls. NA, not applicable.
Table 4.
Overall frequency of the P413L variation and cumulative proportions, odds ratios, and relative risks for identified CHGB variants in all combined studied populations
CHGB variantsALS % carriers (n = 610)*Ctrl % carriers (n = 561)*OR (95% CI)RR (95% CI)
P413L10.03.92.4 (1.5–3.6)2.2 (1.5–3.3)
R101K0.20NANA
E169E0.40NANA
H230R1.00.25.5 (0.6–47.3)5.5 (0.7–46.6)
R258Q0.60NANA
All variants12.24.12.9 (1.7–4.9)2.7 (1.7–4.4)
Frequencies and derived odds ratios or relative risks have been calculated using the total number of ALS patients and controls among all studied populations. OR, Odds Ratio (95% CI); RR, Relative Risk (95% CI); NA, not applicable (OR cannot be calculated because all carriers were patients thus implying a division by zero).
*Note that 705 patients and 751 matched controls have been screen for the P413L variation.
Overall, the P413L (g.11748C>T) genetic variation was significantly overrepresented in ALS cases versus controls in the combined populations (OR 2.4; 95% CI 1.5–3.6), conferring a 2.2-fold greater relative risk to develop the disease (P < 0.0001) (see Table 4). It is noteworthy that the frequency of the “T” allele among control individuals reported here (4%) is identical to the published frequency of National Center for Biotechnology Information (NCBI) SNP database obtained from Utah individuals with Northern and Western European ancestry (for more details, see reference number “rs742710” in the NCBI SNP database).
Because the other identified genetic variations found in ALS cases are rare, it remains uncertain that they confer susceptibility to ALS. Nevertheless, when pooled together with the P413L variant, the combined CHGB variants significantly increased the risk of developing ALS by about 2.7 times (95% CI, 1.7–4.4), with 11.2% of total ALS patients carrying one of these variations compared to 4.1% in controls (OR 2.9; 95% CI of 1.7–4.9) (see Table 4).

The CHGB P413L Variant Is a Modifier of Disease Onset.

The effect of the P413L variation on the age of onset was also assessed by deriving Kaplan–Mayer curves. ALS patients carrying the P413L variant were more likely to have an earlier age of onset compared to those without this variation. SALS patients carrying the P413L variation had a median age of onset of 55 years, compared to 62 years for SALS patients without the variation (P = 0.0001) (Fig. 1A). Similarly, FALS patients with the P413L substitution had a median age of onset of 43 years compared to 55 years for FALS patients without the variation (P = 0.01) (Fig. 1B). The mean age of onset from patients with the P413L variation was also significantly lower when compared to patients not carrying this variation (Fig. 1C). SALS patients carrying the P413L variation had a mean age of onset of 53 years, compared to 60 years for SALS patients not carrying the variation (P = 0.008); the mean age of onset from FALS patients bearing the P413L variation was 50 years, compared to 57 years for FALS patients not bearing it (P = 0.05). We also investigated the cosegregation of the P413L variation in two families with other affected individuals for which DNA and clinical information were available (Table 5). The two affected individuals carrying the P413L variation from both families developed disease at the age of 45 and 41 years, as compared to 64 and 63 years for the other affected individuals not carrying the variation in their respective family. These results support the notion that the P413L variation is associated with an earlier age of onset.
Fig. 1.
Onset probability of ALS patients among carriers and noncarriers of the CHGB P413L variant. (A) The presence of the CHGB P413L variant among SALS patients (Median onset, 55-years) significantly reduced the age of onset (P = 0.0001) as compared to non-P413L SALS carriers (Median onset, 62-years). (B) The presence of the CHGB P413L variant among FALS carriers (Median onset, 43 years) significantly reduced the age of onset (P = 0.01) as compared to non-P413L FALS carriers (Median onset, 54.5 years). (C) Mean age of onset also significantly differ amongst P413L carriers vs. noncarriers among ALS patients. SALS patients carrying the P413L CHGB variant showed a mean age of onset of 53.3 ± 1.8 years as compared to 59.7 ± 0.7 years for noncarrier SALS patients (P = 0.008). Furthermore, FALS patients carrying the P413L CHGB variant also demonstrated a lower age of onset (49.8 ± 2.8 years) as compared noncarrier FALS patients (57.1 ± 1.9 years) (P = 0.05). These results strongly suggest that CHGB may be a modifier of the disease. The “n” number between brackets represents the number of patients for which we had clinical information.
Table 5.
Association of the P413L variation with earlier age of onset in two different families with multiple affected individuals
Family no.IdentifierGenotypeSOD1 mutationSexAge of onset, years
ALS71Rou7123P413L/WTNoM45
ALS71Rou7124WT/WTNoM64
ALS54Rou11348P413L/WTNoM41
ALS54Rou11353WT/WTNoM63

Defective Sorting of CHGB Variants into Secretory Granules.

To investigate the effect of the H230R and P413L CHGB gene variants, human neuroblastoma cells SHSY-5Y were transiently transfected with expression vectors encoding CHGB WT, CHGB H230R, or CHGB P413L variants fused to enhanced green fluorescent protein (EGFP). The subcellular localization of CHGB-EGFP protein was examined together with the Golgi-marker plasmid DsRed-Golgi, which carries the Golgi-targeting sequence of the human gene encoding 1,4-galactosyl transferase. Confocal laser microscopy revealed that after 48 h only a fraction of the WT CHGB-EGFP colocalized (about 40%) with the Golgi marker (Fig. 2). This result is consistent with the normal sorting of the protein to the secretory granules after leaving the endoplasmic reticulum (ER) transGolgi network. In contrast, the H230R and P413L CHGB-EGFP variants were almost entirely sequestered in the ER/transGolgi network (see Fig. 2), suggesting a defective sorting and maturation of these ALS-linked CHGB variants into secretory granules.
Fig. 2.
Defective sorting and maturation of CHGB variants. (A) Confocal laser microscopy of human neuroblastoma SHSY-5Y cells that were cotransfected with EGFP-tagged human WT CHGB, H230R, or P413L CHGB variants (green) and DsRed-fused Golgi marker (red). After 48 h, the cells were fixed with 4% PFA and counterstained with DAPI (blue). (Scale bar, 10 μm.) (B) Quantification data of CHGB vesicles colocalizing with the DsRed-Golgi marker. The merged and unmerged CHGB vesicles with DsRed-Golgi marker were counted, and the percentage of CHGB in the Golgi apparatus calculated (P = 0.009). Note that six different cells have been counted for each conditions.

Discussion

Our results are unique in providing evidence that CHGB is a susceptibility gene for ALS. To assess the possible involvement of CHGB gene variants in ALS, we compared the allelic frequency of each variant in three different populations of ALS patients (France, Canada/Quebec, and Sweden) versus controls matched for age, sex, and ethnicity. Of particular interest is our finding of the P413L variant, which is overrepresented in ALS patients compared with age-matched controls. In these combined populations, the presence of this CHGB variant conferred a 2.2-times greater risk to develop ALS. For the population of French origin, the P413L variant conferred a 3.3-fold greater risk to develop ALS. The risk conferred by the P413L CHGB variant is quite robust when compared to other susceptibility genes reported so far (1215). In fact, a risk factor of 3.3 is comparable to the overrepresentation by threefold of APOE4 isoform in Alzheimer's disease patients heterozygous carriers compared to aged healthy control individuals (1618). The P413L variation is predicted to alter the protein structure and to have functional or pathological effects according to PolyPhen and Pmut protein prediction programs. Moreover, transfection studies in cultured human neuroblastoma cells showed that this sequence variation caused the abnormal sequestration of CHGB proteins within the ER-Golgi network. These results suggest that the P413L missense variation can impede the sorting and maturation of CHGB into secretory granules.
Of particular interest is the finding that ALS patients carrying the P413L CHGB variant developed disease nearly 10 years earlier than ALS patients without this variation. This is the first genetic variation documented to influence the age of onset in ALS, both familial and sporadic. Although the exact mechanism by which the P413L CHGB variation may act as a risk factor for ALS and a modifier of disease onset remains to be elucidated, it is conceivable that protein misfolding because of amino acid substitution could interfere with the normal signal-mediating sorting of CHGB. There is a short disulfide-bonded loop located near the N terminus of CHGB protein that is essential and sufficient for sorting to the regulatory pathway (19). The involvement of disulfide bond formation led to the suggestion that this sorting signal depends upon proper three-dimensional arrangement of its amino acids (19).
There is evidence that dysfunction of the secretory pathway can contribute to increased vulnerability of motor neurons. Fragmentation of the Golgi apparatus (20) and ER stress are hallmarks of degenerating motor neurons in ALS. There is a recent report suggesting that vulnerable motor neurons in ALS are more prone to ER stress (21). Moreover, the ER-Golgi pathway is a predominant site of uptake and age-dependent aggregation of misfolded mutant SOD1 linked to ALS (22). Disturbances of ER-Golgi homeostasis can constitute a severe form of stress that may interfere with central functions of this network, including the folding, processing, and secretion of newly synthesized proteins. In future, it would be of interest to investigate, with the use of cultured cells and transgenic mouse models, whether expression of CHGB variants can enhance the accumulation of misfolded SOD1 species in ER-Golgi and accelerate motor neuron degeneration.
Interestingly, our analysis revealed population differences in the frequency of the SNPs associated with CHGB and in the risk factor to develop ALS conferred by certain SNPs. For example, in the population of French ancestry, the frequency of the P413L CHGB variant was 5% in controls and 17% in ALS patients, conferring a relative risk of 3.3 times greater to develop disease. In contrast, in the Swedish population, the P413L variant was found in 3.6% of control individuals and 5.2% of ALS patients, conferring a risk of 1.5 times greater to develop disease. Thus, in future it will be of interest to determine the impact of the P413L CHGB variant on ALS susceptibility and age of onset in cohorts of other ethnic origins.

Methods

Samples from Patients and Controls.

All patients were assessed by expert clinicians and gave written informed consent. Diagnosis of ALS was made according to El Escorial ALS diagnostic criteria (23). Peripheral blood from each patient from France and Canada/Quebec (non-SOD1 FALS = 40; SALS = 58) and healthy controls matched for age and ethnicity (n = 258) were collected for the initial screen (see Table 1). Another set of samples from 191 nonrelated SALS cases from France and 190 matched controls were also examined when it was not possible to confirm or exclude association between CHGB and ALS. Blood from patients and controls of Swedish origin were also collected and used to validate our initial results (non-SOD1 FALS = 61; SOD1 FALS = 40; SALS = 315; Control = 303) (see Table 1). Overall, the non-SOD1 FALS cohort exhibited a mean age of onset of 56 years, a disease duration of 4.4 years, and a male-to-female ratio of 1:1. The mean age of onset of the SOD1-linked FALS cohort was 49 years, exhibited a disease duration of 11.3 years and a male-to-female ratio of 1.5:1. The SALS cohort exhibited a mean age of onset of 59 years, a disease duration of 3.4 years, and a male-to-female ratio of about 1.5:1.

Variants Detection and Genotyping.

DNA was extracted from whole blood and transformed lymphoblastoid cell lines by using standard procedures. Respectively, 12 and 9 PCR primer pairs were designed from genomic DNA to amplify each exon of the CHGB genes, including the flanking splice sites (Table S2). Products were PCR-amplified, checked on agarose gels, and then sequenced by using the forward primer for all of the amplicons. The PCR fragment containing variations were also sequenced on the reverse strands. Each of the variants found were also genotyped on our control populations by allele-specific oligomerization, as previously described (24). Variants that were not found in control individuals or found to be increased in ALS patients were also sequenced in our extra set of SALS samples, as well as in our set of Swedish patients and controls to validate our results. The P413L variation for all extra patients and controls were genotyped by restriction enzyme digestion. The P413L variation abolished an MspI restriction site. PCR fragments amplified from DNA of extra patients and controls were digested with MspI (New England BioLabs) and run on agarose gel to confirm the presence or absence of the P413L variation. PCR primer pair were designed to amplify a 500-bp PCR product in which the P413L variation is located in the middle of the PCR fragment (5′-aacgtcagcatggccagtttag-3′ and 3′-gagggtcgtagtatgggttgaaca-5′).

Statistical Analysis.

Deviations from Hardy–Weinberg equilibrium were tested by using the observed allele frequency by the χ2 contingency test (1 degree of freedom). We assessed differences in distribution of alleles and genotypes between the groups (SALS, FALS, and control) by calculating the χ2 contingency test using the Fisher's exact test, from which we derived P-values with one degree of freedom. P-values less than 0.04 were considered statistically significant. Odds ratios were also derived only when significant P-values were found. Median age of onset and P-values derived from the survival curves among patients were calculated by using the log-rank Mantel–Cox test with Graph Pad Prim5 software. Unpaired t test (mean ± standard error) was used to calculate and compare the mean age of onset for each group.

Functional Analysis of Nonsynonymous cSNPs.

The PolyPhen program (http://genetics.bwh.harvard.edu/pph) and Pmut (http://mmb2.pcb.ub.es:8080/PMut) were used to predict the functional significance of nonsynonymous cSNPs. The PolyPhen method uses sequence, phylogenetic, and structural information to predict the effect of a particular amino acid change. Sequence alignment is used to generate a quantitative PSIC score and this is combined with any available sequence annotation or structural information to generate a qualitative prediction of a SNP as “benign” (PSIC score <0.5), “possibly damaging” (0.5 <PSIC score interval <2.0) and “probably damaging” (PSIC score >2.0) (25). A PSIC score > 0.5 associated with a benign prediction indicates that the studied substitution is rarely or never observed in the protein family. Pmut exploits a computational approach to the prediction of disease-associated amino acid mutations, using only sequence-based information (amino acid properties, evolutionary information, secondary structure and accessibility predictions, and database annotations). Mutations are predicted to be either pathological (score >0.5) or neutral (score <0.5) (26).

Plasmid Construction and Transfection Studies.

Mammalian expression vector for human chromogranin B tagged with EGFP (pEGFP-N3-CHGB) was generated as previously described (8). Two CHGB H230R and P413L sequence variations were introduced within the pEGFP-N3-CHGB plasmid by site-directed mutagenesis according to the manufacturer protocol (Agilent technologies, Stratagene division). PCR products obtained from WT pEGFP-N3-CHGB were digested by DpnI and subsequently transformed into Escherichia coli DH5alpha competent cells. The PCR primer pairs used for the site directed mutagenesis were: 5′-ttctcaggagaagacacgtagccgagagaagagta-3′ and 5′-tactcttctctcggctacgtgtcttctcctgagaa-3′ for H230R; 5′-ggggccttgagctgggaaagggacg-3′and 5′-cgtccctttcccagctcaaggcccc-3′ for P413L. For cell transfections, human neuroblastoma cell-line SHSY-5Y was cultured in DMEM containing 15% FBS, nonessential amino acids (Invitrogen) and antibiotic (penicillin/streptomycin; Invitrogen) at 37 °C in 5% CO2 and 100% humidified condition. Cells were transfected by using Lipofectamine plus (Invitrogen) according to the manufacturer's protocol and were counted under epifluorescence microscope. Statistical analysis was done by using one-way ANOVA test and P values were then derived.

Acknowledgments.

We thank all families and patients involved in this study. We thank Anne Desjarlais and Pierre Provencher for sample collection and organization, and Christine Bareil, Pascale Hince, Sandra Laurent, Julie Roussel, and Geneviève Soucy for technical support; the French Study Group on motor neuron diseases; and the Association pour la Recherche sur les Maladies du Motoneurone for DNA collection. This work was supported by the ALS Association USA, the ALS Society of Canada, the Canadian Institutes of Health Research, the Muscular Dystrophy Association, l'Association Française contre les Myopathies France, et l'Association pour la Recherche sur la Sclérose Latérale Amyotrophique.

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Information & Authors

Information

Published in

Go to Proceedings of the National Academy of Sciences
Proceedings of the National Academy of Sciences
Vol. 106 | No. 51
December 22, 2009
PubMed: 20007371

Classifications

Submission history

Received: February 27, 2009
Published online: December 22, 2009
Published in issue: December 22, 2009

Keywords

  1. association study
  2. modifier gene
  3. motor neuron

Acknowledgments

We thank all families and patients involved in this study. We thank Anne Desjarlais and Pierre Provencher for sample collection and organization, and Christine Bareil, Pascale Hince, Sandra Laurent, Julie Roussel, and Geneviève Soucy for technical support; the French Study Group on motor neuron diseases; and the Association pour la Recherche sur les Maladies du Motoneurone for DNA collection. This work was supported by the ALS Association USA, the ALS Society of Canada, the Canadian Institutes of Health Research, the Muscular Dystrophy Association, l'Association Française contre les Myopathies France, et l'Association pour la Recherche sur la Sclérose Latérale Amyotrophique.

Notes

This article is a PNAS Direct Submission. R.H.B. is a guest editor invited by the Editorial Board.
This article contains supporting information online at www.pnas.org/cgi/content/full/0902174106/DCSupplemental.

Authors

Affiliations

Francois Gros-Louis
Centre de Recherche du Centre Hospitalier Universitaire de Québec, Département de psychiatrie et neurosciences, Université Laval, Ste-Foy, QC, Canada G1V 4G2;
Peter M. Andersen
Institute of Clinical Neuroscience, Umeå University Hospital, SE-901 85 Umeå, Sweden;
Nicolas Dupre
Faculty of Medecine, Laval University, Department of Neurological Sciences, Enfant-Jesus Hospital, Quebec City, QC, Canada G1J 1Z4;
Makoto Urushitani
Molecular Neuroscience Research Center, Shiga University of Medical Science, Seta-Tsukinowa-cho, Otsu, Shiga 520-2192, Japan;
Patrick Dion
Center for Excellence in Neuromics, Centre Hospitalier de l'Université de Montréal Research Center–Notre Dame Hospital, and University of Montreal, QC, Canada H2L 2W5;
Frederique Souchon
Centre Hospitalier de l'Université de Montréal, Department of Neurology, Notre-Dame Hospital, QC, Canada H2L 4M1;
Monique D'Amour
Centre Hospitalier de l'Université de Montréal, Department of Neurology, Notre-Dame Hospital, QC, Canada H2L 4M1;
William Camu
Unité de Neurologie Comportementale et Dégénérative, Institute of Biology, Montpellier 34967, France; and
Vincent Meininger
Fédération des Maladies du Système Nerveux, Division Paul Castaigne, Hôpital de la Salpêtrière, Paris 75651, France
Jean-Pierre Bouchard
Faculty of Medecine, Laval University, Department of Neurological Sciences, Enfant-Jesus Hospital, Quebec City, QC, Canada G1J 1Z4;
Guy A. Rouleau
Center for Excellence in Neuromics, Centre Hospitalier de l'Université de Montréal Research Center–Notre Dame Hospital, and University of Montreal, QC, Canada H2L 2W5;
Jean-Pierre Julien1 [email protected]
Centre de Recherche du Centre Hospitalier Universitaire de Québec, Département de psychiatrie et neurosciences, Université Laval, Ste-Foy, QC, Canada G1V 4G2;

Notes

1
To whom correspondence should be addressed at: 2705 Boulevard Laurier (Bloc T2), Ste-Foy, Quebec, Canada, G1V 4G2. Email: [email protected]
Author contributions: F.G.-L., P.D., G.A.R., and J.-P.J. designed research; F.G.-L. and M.U. performed research; P.M.A., N.D., F.S., M.D., W.C., V.M., J.-P.B., and G.A.R. contributed new reagents/analytic tools; F.G.-L. and J.-P.J. analyzed data; and F.G.-L. and J.-P.J. wrote the paper.

Competing Interests

The authors declare no conflict of interest.

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    Chromogranin B P413L variant as risk factor and modifier of disease onset for amyotrophic lateral sclerosis
    Proceedings of the National Academy of Sciences
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    • pp. 21459-22031

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