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Kozyrev-2008

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2008 LETTERS Nature Publishing Group http://www.nature.com/naturegenetics Functional variants in the B-cell gene BANK1 are associated with systemic lupus erythematosus Sergey V Kozyrev1,15, Anna-Karin Abelson1,15, Jerome Wojcik2, Ammar Zaghlool1, MV Prasad Linga Reddy1, Elena Sanchez3, Iva Gunnarsson4, Elisabet Svenungsson4, Gunnar Sturfelt5, Andreas Jonsen5, Lennart Truedsson6, Bernardo A Pons-Estel7, Torsten...

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2008 LETTERS Nature Publishing Group http://www.nature.com/naturegenetics Functional variants in the B-cell gene BANK1 are associated with systemic lupus erythematosus Sergey V Kozyrev1,15, Anna-Karin Abelson1,15, Jerome Wojcik2, Ammar Zaghlool1, MV Prasad Linga Reddy1, Elena Sanchez3, Iva Gunnarsson4, Elisabet Svenungsson4, Gunnar Sturfelt5, Andreas Jonsen5, Lennart Truedsson6, Bernardo A Pons-Estel7, Torsten Witte8, Sandra DAlfonso9, Nadia Barizzone9, Maria Giovanna Danieli10, Carmen Gutierrez11, Ana Suarez11, Peter Junker12, Helle Laustrup12, Maria Francisca Gonzalez-Escribano13, Javier Martin3,14, Hadi Abderrahim2 & Marta E Alarcon-Riquelme1 Systemic lupus erythematosus (SLE) is a prototypical autoimmune disease characterized by production of autoantibodies and complex genetic inheritance13. In a genome-wide scan using 85,042 SNPs, we identied an association between SLE and a nonsynonymous substitution (rs10516487, R61H) in the B-cell scaffold protein with ankyrin repeats gene, BANK1. We replicated the association in four independent case-control sets (combined P 3.7 1010; OR 1.38). We analyzed BANK1 cDNA and found two isoforms, one full-length and the other alternatively spliced and lacking exon 2 (D2), encoding a protein without a putative IP3R-binding domain. The transcripts were differentially expressed depending on a branch pointsite SNP, rs17266594, in strong linkage disequilibrium (LD) with rs10516487. A third associated variant was found in the ankyrin domain (rs3733197, A383T). Our ndings implicate BANK1 as a susceptibility gene for SLE, with variants affecting regulatory sites and key functional domains. The disease-associated variants could contribute to sustained B cellreceptor signaling and B-cell hyperactivity characteristic of this disease. We genotyped 279 Swedish individuals with SLE and 515 control individuals using the 100K Affymetrix SNP array. As our purpose was to identify non-MHC genes and, if possible, important functional polymorphisms involved in SLE pathogenesis, we carried out an analysis of the genomic location of the associated SNPs, focusing on nonsynonymous substitutions. Among all associated SNPs, one (rs10516487) led to a substitution of arginine to histidine at aminoacid position 61 (R61H) of the BANK1 protein (allelic association, P 6.4 103; genotypic association, P 2.01 102). This SNP was ranked 679th in the allelic and 2,148th in the genotypic tests across the genome scan, with estimated false-discovery rates of 71.1% and 77.5%, respectively4. Four other SNPs in BANK1 also showed association (Supplementary Table 1 online). Because of the described B cellspecic expression of BANK1 and its potential role in B cell receptormediated activation, we pursued this gene5,6. To provide better SNP coverage and rene the association signal, we genotyped 30 SNPs spanning the 284-kb BANK1 genomic region (including the scan SNPs) in the Swedish SLE case and control samples. Two SNPs were not polymorphic, and nine SNPs were associated (Table 1 bold). All associated SNPs were located between introns 1 and 7 (Table 1, Supplementary Table 2 and Supplementary Fig. 1 online). Next, we carried out a detailed analysis of BANK1 expression and structure. We observed that BANK1 is indeed primarily expressed in CD19+ B cells, with very low expression in other cell populations (Fig. 1a). To clone BANK1 for functional analysis, we amplied fulllength cDNA using distal primers. Of note, we detected two main bands following gel electrophoresis of the PCR products (Fig. 1b). BANK1 is known to have two full-length alternative isoforms containing exon 1A or exon 1B5. Through subsequent cloning and sequencing, we identied a previously unknown isoform with an in-frame deletion of the entire exon 2 (D2 isoform). We analyzed cDNA from 83 healthy individuals and 30 individuals with SLE and found that this isoform was present in every sample, indicating that it is constitutively spliced. Moreover, we detected this isoform in cDNA from chimpanzee and mouse spleen (data not shown), suggesting that it is conserved across species. 1Department of Genetics and Pathology, Rudbeck Laboratory, Uppsala University, Uppsala 75185, Sweden. 2Merck Serono, Chemin des Mines, Geneva 12202, Switzerland. 3Instituto de Biomedicina Lopez-Neyra, Granada 18100, Spain. 4Department of Medicine, Unit of Rheumatology, Karolinska University Hospital, Solna 17176, Sweden. 5Department of Rheumatology, University of Lund, Lund 22200, Sweden. 6Department of Clinical Immunology and Microbiology, University of Lund, Lund 22200, Sweden. 7Sanatorio Parque, Rosario 2000, Argentina. 8Medical School Hannover, Hannover 30625, Germany. 9Department of Medical Sciences and Interdisciplinary Research Center of Autoimmune Diseases (IRCAD), University of Eastern Piedmont, Novara 13100, Italy. 10Dipartimento di Scienze Mediche e ` Chirurgiche, Universita Politecnica delle Marche, Ancona 60121, Italy. 11Department of Functional Biology, Hospital Universitario Central de Asturias, Universidad de Oviedo, Oviedo 33006, Spain. 12Department of Internal Medicine C, Section of Rheumatology, Odense University Hospital, Odense 5000, Denmark. 13Departamento de Inmunologa, Hospital Virgen del Roco, Sevilla 41013, Spain. 14Consejo Superior de Investigaciones Cientcas (CSIC), Grenada 18100, Spain. 15These authors contributed equally to this work. Correspondence should be addressed to M.E.A.-R. (marta.alarcon@genpat.uu.se). Received 4 September 2007; accepted 12 December 2007; published online 20 January 2008; corrected after print 27 March 2008; doi:10.1038/ng.79 NATURE GENETICS VOLUME 40 [ NUMBER 2 [ FEBRUARY 2008 211 LETTERS Table 1 Association analysis of BANK1 SNPs in Swedish SLE cases and controls SNP rs7675129 rs11726012 rs11097755 rs4522865 rs4496585 rs4572885 rs10516487 rs10516486 Associated allele T G C A A T G C A C C C A C G G C C G T C G T C G T G T w2 0.155 0.361 1.433 6.757 2.618 5.113 8.091 9.62 4.265 7.268 8.625 11.437 0.595 3.184 0.692 6.356 1.225 0.016 0.1 1.446 2.424 1.842 0.061 0.682 0.329 0.338 0.561 1.97 P 0.6933 0.5479 0.2313 0.0093 0.1057 0.0238 0.0044 0.0019 0.0389 0.007 0.0033 0.0007 0.4404 0.0744 0.4054 0.0117 0.2684 0.8997 0.7524 0.2292 0.1195 0.1747 0.8053 0.4088 0.5665 0.5609 0.4538 0.1604 2008 Nature Publishing Group http://www.nature.com/naturegenetics rs17200824 rs6849308 rs10516482 rs10516483 rs10516484 rs4493533 rs3733197 rs2631271 rs2850390 rs2631265 rs2631267 rs2631268 rs10516491 rs1872701 rs2850393 rs2850396 rs10516490 rs10516489 rs10516488 rs1395306 We carried out quantitative analysis of isoform expression in peripheral blood mononuclear cells. As exon 1B transcript was present at very low concentrations (data not shown), we continued the analysis, measuring common (exon 1A and exon 1B) full-length isoform concentrations. We noticed that the ratio of the full-length isoform to D2 (FL/D2) was not constant, which would be expected if D2 were equally expressed regardless of the genotypes of the samples. On the contrary, samples could be divided into groups according to the FL/D2 isoform ratio. After closely examining the genomic sequences surrounding exon 2, where putative signals affecting splicing could be located, we identied one SNP, rs17266594, located in the branch-point site. When we re-grouped the expression data, we observed a clear difference between genotypes (Fig. 1c). Individuals homozygous for the T allele and having the classical structure of the branch-point site7 (YNYTGAYYN) showed higher expression of the full-length isoform; this expression was signicantly suppressed (up to 40%) in homozygotes for the minor allele C, with concomitant upregulation of the D2 isoform expression. Total BANK1 expression was not signicantly affected by the SNP (Fig. 1d). To determine whether other polymorphisms might contribute to the alternative splicing of exon 2, we sequenced the proximal promoter regions, exon 1A, exon 1B and exon 2 and 500 bp upstream and downstream of these exons, in 24 individuals with SLE and 8 controls. However, we found no previously unidentied SNPs in these regions that could be functional. Next, we identied ve nonsynonymous substitutions in BANK1 from the SNP databases. Although most were nonpolymorphic in our samples, we identied one polymorphic SNP, rs3733197, causing an alanine to threonine substitution at amino acid position 383 (A383T) in exon 7, which encodes the ankyrin repeat-like motif (Supplementary Table 3 online). To extend our association analyses, we genotyped rs10516487 (R61H), rs17266594 (branch-point variant) and rs3733197 (A383T) in four additional sets of SLE cases and controls (Table 2). We corroborated the genetic association with SLE for all three SNPs, although there were differences between individual populations. Using homogeneity and combinability tests according to the Breslow-Day method, we carried out a meta-analysis comprising 3,971 individuals. We then used the Mantel-Haenszel test to calculate pooled odds ratios of 1.38 (P 3.74 1010), 1.42 (P 4.74 1011) and 1.23 a Relative mRNA expression 10 8 6 4 2 0 CD4 Total BANK1 c Relative mRNA expression 10 8 6 4 2 0 FL 2 e rs17266594 rs10516487 T/C G/A Exon 1A Exon 1B BPS Exon 2 Exon 3 CD8 CD14 CD19 Relative mRNA expression TT TC Total BANK1 CC b FL 2 d 0.5 0.4 0.3 0.2 0.1 0 TT IP3R BD NH2 + NH2 TC CC Lyn BD COOH 785/755 aa COOH 653 aa Figure 1 Correlation of rs17266594 genotypes with differences in FL/D2 isoform ratio of BANK1. (a) Expression of total BANK1 mRNA in Clontech human blood fractions: CD4+ and CD8+ T cells, CD14+ myeloid cells and CD19+ B cells. (b) RT-PCR of the coding sequence of BANK1 amplied from total human spleen cDNA shows two bands on a gel. Ladder (1 kb, New England Biolabs) is shown on the left. We conrmed the identity of both bands (2.3-kb upper band and 1.9-kb smaller band) by sequencing. (c) Relative mRNA expression of the full-length and D2 isoforms, as determined by quantitative real-time RTPCR on total RNA puried from human PBMCs of healthy controls and cases. Data represent mean s.d. We analyzed 39 individuals with TT for the branch pointsite SNP, 34 with TC and 10 with CC. Full-length transcript: TT versus CC, P 0.0004 (Students t-test); D2 transcript: TT versus CC, P 0.0088. (d) Total BANK1 expression did not correlate with genotypes of rs17266594. TT versus CC, P 0.229. (e) Schematic structure of the 5 end of BANK1. rs17266594, located in the branch point site of intron 1, alters splicing efciency of the full-length and D2 transcripts. rs10516487 results in nonsynonymous substitution R61H. Alternative splicing gives rise to two isoforms, full-length and D2 with an in-frame deletion of entire exon 2. The short protein isoform lacks the putative domain for IP3R binding. IP3R BD, inositol 1,4,5-triphosphate receptor binding domain; Lyn BD, tyrosine kinase Lyn binding domain. 212 VOLUME 40 [ NUMBER 2 [ FEBRUARY 2008 NATURE GENETICS 2008 Nature Publishing Group http://www.nature.com/naturegenetics Table 2 Genotypic and allelic association of rs10516487 (R61H), rs17266594 and rs3733197 in ve sets of SLE cases and controls and joint analysis with Mantel-Haenszel test GG 309 (57.6%) 276 (48.8%) 164 (64.3%) 3.8013 11.8503 7.5139 11.3579 GA: 0.82 (0.501.35) 2,763 (70.8%) w2 P 0.0089 8.38 104 TT: 3.26 (1.517.06) CT: 2.07 (0.934.59) TT: 2.46 (1.195.09) CT: 1.81 (0.873.76) TT: 2.42 (1.194.93) CT: 1.45 (0.712.97) TT: 1.04 (0.621.76) CT: 0.65 (0.381.09) 0.0211 0.0062 5.93 104 TT: 2.17 (1.283.66) CT: 1.75 (1.032.99) Allele T 781 (76.4%) 586 (70.4%) 453 (82.7%) 508 (73.4%) 362 (75.1%) 455 (67.9%) 347 (75.1%) 287 (65.5%) 1,039 (76.6%) 658 (71.8%) 2,859 (77.0%) 2,494 (70.3%) w2 1.2365 9.6496 4.1431 8.2595 3.4580 37 (8.1%) 172 (9.5%) 217 (11.6%) P 0.5389 0.0080 0.1260 0.0161 0.1775 Odds ratio (CI)a GG: 1.04 (0.691.58) GA: 0.89 (0.591.33) GG: 2.36 (1.204.66) GA: 1.62 (0.813.25) GG: 1.65 (1.012.69) GA: 1.40 (0.852.28) GG: 1.74 (0.923.29) GA: 1.04 (0.551.98) GG: 1.14 (0.721.82) GA: 0.89 (0.561.43) Allele G 526 (62.8%) 546 (61.5%) 451 (78.6%) 515 (70.9%) 368 (67.6%) 449 (62.0%) 364 (71.9%) 323 (64.3%) 977 (72.1%) 630 (69.2%) 2,686 (70.4%) 2,463 (65.7%) 9.4399 14.1697 7.7164 10.1706 14.8617 Odds ratio (CI)a 635 (71.2%) 3,080 (76.9%) 0.0034 GA: 1.88 (0.913.91) GG: 1.26 (0.772.06) 257 (28.8%) 926 (23.1%) 1,141 (29.2%) Allele C 241 (23.6%) 246 (29.6%) 95 (17.3%) 184 (26.6%) 120 (24.9%) 215 (32.1%) 115 (24.9%) 151 (34.5%) 317 (23.4%) 258 (28.2%) 853 (23.0%) 1,054 (29.7%) Allele A 312 (37.2%) 342 (38.5%) 123 (21.4%) 211 (29.1%) 176 (32.4%) 275 (38.0%) 142 (28.1%) 179 (35.7%) 379 (27.9%) 280 (30.8%) 1,132 (29.6%) 1,287 (34.3%) 4.67 105 1.23 (1.111.36) P 0.0036 1.06 104 0.0080 0.0016 0.010 4.74 1011 0dds ratio (CI) 1.36 (1.101.68) 1.73 (1.302.31) 1.43 (1.091.87) 1.59 (1.182.14) 1.29 (1.061.56) 1.42 (1.281.58) 344 (70.2%) 1,071 (76.3%) 146 (29.8%) 333 (23.7%) 0.0234 GA: 1.73 (0.873.44) GG: 2.49 (1.225.09) 495 (68.8%) 432 (77.4%) 225 (31.2%) 126 (22.6%) 0.0078 0.0065 3.74 1010c 0.0027 GA: 1.01 (0.512.00) GG: 2.60 (1.325.14) 8.13 104 499 (74.3%) 480 (76.9%) 173 (25.7%) 144 (23.1%) 0.1495 0.0564 190 (56.4%) 181 (58.0%) 166 (46.1%) 166 (59.5%) 123 (50.2%) 414 (59.0%) 219 (49.1%) 1,187 (59.3%) 974 (49.9%) TT 296 (57.9%) 210 (50.5%) 188 (68.6%) 192 (55.5%) 132 (54.8%) 151 (45.1%) 130 (56.3%) 92 (42.0%) 404 (59.6%) 225 (49.1%) 1,102 (59.4%) 870 (49.0%) GG 167 (39.9%) 163 (36.7%) 177 (61.7%) 184 (50.7%) 128 (47.1%) 148 (40.9%) 131 (51.8%) 98 (39.0%) 307 (52.2%) 212 (46.6%) 910 (50.0%) 805 (42.9%) 206 (45.3%) 737 (40.5%) 853 (45.5%) 127 (50.6%) 234 (39.8%) 153 (42.3%) 102 (40.3%) 61 (16.9%) 20 (7.9%) 26 (10.4%) 47 (8.0%) 147 (40.5%) 112 (41.2%) 32 (8.8%) 32 (11.8%) 220 (49.6%) 97 (33.8%) 61 (13.7%) 13 (4.5%) 192 (45.8%) 60 (14.3%) GA AA 655 (35.3%) 754 (42.5%) 99 (5.3%) 150 (8.5%) 231 (34.1%) 208 (45.4%) 43 (6.3%) 25 (5.5%) 87 (37.7%) 103 (47.0%) 14 (6.1%) 24 (11.0%) 98 (40.7%) 153 (45.7%) 11 (4.6%) 31 (9.3%) 77 (28.1%) 124 (35.8%) 9 (3.3%) 30 (8.7%) 189 (37.0%) 166 (39.9%) 26 (5.1%) 40 (9.6%) CT CC 817 (41.8%) 162 (8.3%) 197 (44.2%) 706 (35.2%) 30 (6.7%) 110 (5.5%) 98 (40.0%) 243 (34.6%) 24 (9.8) 45 (6.4%) 163 (45.3%) 100 (35.8%) 31 (8.6%) 13 (4.7%) 121 (35.9%) 118 (37.8%) 26 (7.7%) 13 (4.2%) 238 (42.1%) 75 (29.4%) 51 (9.0%) 16 (6.3%) GA: 1.59 (0.962.63) GG: 1.41 (0.732.72) 790 (69.9%) 403 (79.0%) 340 (30.1%) 107 (21.0%) 200 (37.3%) 27 (5.0%) 11.7874 0.0028 GG: 2.12 (1.293.47) 818 (76.3%) 254 (23.7%) 7.3 104 GA AA w2 P Allele G Allele A P Odds ratio (CI)a Odds ratio (CI)b 1.39 (1.141.68) 1.31 (0.981.74) 1.52 (1.181.95) 1.46 (1.091.94) 1.30 (1.071.58) 1.38 (1.251.53) Population n Scandinavia Cases (536) Argentina Controls (565) Cases (255) Germany Controls (337) Cases (312) NATURE GENETICS VOLUME 40 P 0.5832 0.0018 0.0382 0.0097 0.1474 0dds ratio (CI) 1.06 (0.871.29) 1.15 (0.951.40) 1.28 (1.001.63) 1.42 (1.081.87) 1.50 (1.151.96) rs10516487 [ Italy Controls (360) Cases (279) NUMBER 2 Spain Controls (245) Cases (702) Pooled Controls (446) Cases (2,003) [ Controls (1,968) Population FEBRUARY 2008 Scandinavia Cases (511) Controls (416) Argentina Cases (274) Controls (346) Germany rs17266594 Cases (241) Controls (335) Italy Cases (231) Controls (219) Spain Cases (678) Controls (458) Pooled Cases (1,856) Controls (1,774) Population Scandinavia Cases (419) Argentina Controls (444) Cases (287) Germany Controls (363) Cases (272) rs3733197 Italy Controls (362) Cases (253) Spain Controls (251) Cases (588) Controls (455) Pooled Cases (1,819) Controls (1,875) aGenotypic odds ratio calculated using homozygosity for the protective allele as reference with OR 1. bCalculated using the Robins, Breslow and Greenland method. cCalculated using the Mantel-Haenszel w2 with xed effects. LETTERS 213 LETTERS Table 3 Effect sizes of individual SNPs and 2- and 3-SNP haplotypes of BANK1a Allele or SNP or haplotype rs17266594 (branch point) C rs10516487 (R61H) rs3733197 (A383T) 2-SNP haplotypeb 3-SNP haplotype G A G A TG CA TGG CAA TGA CAG aEffect b2-SNP haplotype T Frequency 0.738 0.262 0.739 0.261 0.680 0.320 0.744 0.256 0.636 0.211 0.108 0.045 OR 1.18 0.70 1.16 0.72 1.13 0.80 1.16 0.70 1.16 0.69 0.98 0.73 95% CI 1.091.23 0.630.78 1.071.26 0.660.80 1.041.23 0.730.89 1.071.25 0.630.77 1.061.27 0.620.77 0.841.14 0.540.92 Effect Risk Protection Risk Protection Risk Protection Risk Protection Risk Protection Neutral Protection sizes were calculated using WHAP, and ORs were estimated using R language. rs17266594 + rs10516487; 3-SNPs are in the order rs17266594, rs10516487 and rs3733197. (P 4.67 105) for rs10516485, rs17266594 and rs3733197, respectively, for the allelic association, supported by genotypic association (Table 2). rs17266594 and rs10516487 are separated by 153 bp and are in strong LD (D 0.95; r 2 0.90 calculated for all sets jointly; Supplementary Fig. 2 online). rs3733197 is 88 kb away from rs10516487 (D 0.72; r 2 0.39) and rs17266594 (D 0.68; r 2 0.27), and could segregate with a risk haplotype in some individuals (Supplementary Figs. 2 and 3 online). To better dene the relative contribution of each SNP, we carried out conditional logistic regression analyses using the three SNPs. We found that none of the SNPs is independent of the others, as a result of the LD between them (colineality in the multiple logistic regression analysis). Through haplotype-based logistic regression analysis using WHAP8, we did not nd any differences in the effect sizes (OR) of the individual SNP alleles or the 2- or 3-SNP haplotypes (Table 3). Thus, linkage disequilibrium, haplotype and conditional regression analyses suggested that all three SNPs, either individually or as haplotypes, confer susceptibility for SLE. BANK1 is a B-cell adaptor protein9,10. The two full-length isoforms of 785 and 755 amino acids differ by 30 amino acids at the N terminus, encoded by the alternative exon 1A (Fig. 1e), and contain ankyrin repeat motifs and coiled-coil regions, structures very similar to other adaptor proteins11. B-cell activation through the B-cell receptor leads to tyrosine phosphorylation of BANK1, which in turn promotes its association with the tyrosine kinase Lyn and the calcium channel IP3R, facilitating phosphorylation and activation of IP3R by Lyn and release of Ca2+ from endoplasmic reticulum stores5,12. IP3R associates with the N-terminal domain of BANK1 encoded by exon 2, whereas Lyn interacts with the C-terminal portion5. Our own analysis predicts a pleckstrin homology domain in the N terminus, which could also participate in phosphatidylinositol-mediated signaling. rs10516487 lies within the region essential for binding of IP3R. We speculate that R61, being highly protonated under conditions of physiological pH, could potentially alter the afnity of BANK1 for IP3R, favoring stronger binding, although this has yet to be tested. rs17266594 may affect the relative splicing efciency, but not splicing per se, of the full-length and D2 isoforms of BANK1. Mutations affecting the thymidine of the branch point consensus sequence and altering splicing efciency have been previously described13. Through more efcient splicing of a full-length transcript containing the arginine residue in the IP3R-binding domain, a more active protein would be expected in individuals at risk. On the contrary, given that the D2 isoform lacks the entire exon 2 and thus the IP3R-binding and PH domains (Fig. 1e), it possibly functions as a dominant-negative or rather, a dose-dependent isoform attenuating BANK1-mediated signaling. This is supported by the observation of a strong protective genetic effect in individuals with the CC and CT genotypes of rs17266594 (CC: OR 0.52, 95% CI 0.00.67; CT: OR 0.68, 95% CI 0.590.78) that show increased concentrations of the D2 isoform relative to the full-length isoform (Fig. 1c). Experimental evidence for a dominant-negative effect of the D2 isoform is needed to validate this proposed mechanism. The importance of mutations in ankyrin motifs for interactions with IP3R was recently highlighted by a discovery linking single amino acid substitutions in the adaptor protein ankyrin-B with cardiac arrhythmia and sudden cardiac death14. Although the A383 variant is associated with SLE, the minor allele 383T of rs3733197 might create a site for threonine kinases15. B cells are the primary cell type affected in SLE. Novel therapies are aimed at depleting hyperactivated B cells that may function as autoantibody-producing cells and as important regulators of innate and adaptive immune responses through antigen presentation and cytokine-mediated signaling16. Functional and expression abnormalities of signaling molecules in B cells have been described in individuals with lupus. Of note, Lyn, a binding partner of BANK1, is of key importance in both human and mouse lupus disease models1722. Increased binding of BANK1 to downstream effector proteins may lead to a steady state marked by B-cell hyperresponsiveness or deregulated B-cell activation. The precise role of BANK1 in B cell receptormediated signaling remains unclear, as two published reports to date contain conicting data regarding the stimulatory or inhibitory role of BANK1 on B-cell activation5,6. Given the previously unreported existence of the alternative splicing of exon 2, we can speculate that the negative role for BANK1 assigned from the knockout model was a result of, in part, the residual expression of the D2 isoform, as this exon was targeted by the knockout construct6. Further experiments are required to fully understand if, and how, BANK1 polymorphisms lead to B-cell hyperactivity, breakage of B-cell tolerance and production of autoantibodies, which are the principal hallmarks of SLE. METHODS Clinical samples. In our initial scan, we genotyped 279 Swedish SLE cases and 515 controls using the Affymetrix 100K array. Of these, 279 cases and 352 controls were available for the additional genotyping of BANK1 SNPs (Table 1). For the functional polymorphisms, we genotyped an additional 185 Swedish SLE cases; 465 of the controls were available for genotyping of rs17266594 and rs3733197. For the nal Mantel-Haenszel analysis and OR estimation, we added 84 Danish SLE cases to the Swedish cases, comprising the Scandinavian set (Table 2). The replication sets included 384 North German SLE cases and 374 controls, 288 Argentine SLE cases and 372 controls, and 286 Italian SLE cases and 252 controls. The Spanish cohort included 799 SLE cases and 542 controls from several regions in Spain. Of these, we genotyped 707 SLE cases and 469 controls for rs10516487 and rs3733197, and 678 SLE cases and 457 controls for rs17266594, as DNA from a number of controls was not available. The German, Spanish and Argentine SLE cases have all been previously described23. The Italian cases are a multicenter collection of affected individuals and their matched controls from Rome, Siena, Milan and Naples (North- and Mid-Italy). All cases fulll the 1982 American College of Rheumatology (ACR) criteria for 2008 Nature Publishing Group http://www.nature.com/naturegenetics 214 VOLUME 40 [ NUMBER 2 [ FEBRUARY 2008 NATURE GENETICS LETTERS the classication of SLE24. All participating subjects provided informed consent for this study. The study was approved by the various institutional review boards and ethical committees at each of the participating locations. Genotyping. We carried out genotyping using the 100K Affymetrix array according to the manufacturers instructions. We carried out ne-mapping and replication for SNPs rs10516487, rs17266594 and rs3733197 using TaqMan SNP genotyping assays (Applied Biosystems). The Affymetrix genotyping and ne-mapping were done at Serono Genetics Institute (now MerckSerono SA). The functional polymorphism replications were done at Uppsala University. For verication, 106 samples were genotyped twice, showing 100% concordance. Genotyping success rate for all the samples was over 92%. Statistical analysis. For the 100K Affymetrix whole-genome scan analysis, we applied the following pre-processing lters. Specically, SNPs were discarded if: (i) the proportion of missing genotypes was higher than 5%, (ii) the relative minor allele frequency was lower than 1%, or (iii) the probability that the observed genotype distribution results from sampling a SNP which follows the Hardy-Weinberg equilibrium was lower than 0.02. After ltering, we used data from 85,042 SNPs. We retained only SNPs from autosomal chromosomes for the sake of homogeneity between male and female subjects. SNP sequences were mapped onto NCBI 36 human genome assembly, and SNPs with multiple localizations were discarded. For each remaining SNP, we calculated genotypic and allelic frequencies in cases and controls and computed the corresponding probability values using exact (non-asymptotic) and unbiased algorithms25. Detailed results from the scan will be published elsewhere. The false-discovery rate (FDR) was then estimated using a method previously described4. For ne-mapping analyses, we estimated genetic association, haplotype estimation, LD and r 2 using Haploview (v4.0RC2). The Breslow-Day test of combinability and the Mantel-Haenszel test were carried out using the StatsDirect software (v2.4.6). As the Breslow-Day test showed combinability of the strata, the Mantel-Haenszel test for xed effects was used in the analysis. Haplotypes were constructed using the PHASE software (v2.1)26,27. Genotypic odds ratios were calculated using the Unphased software (v3.0.9)28. We carried out logistic regression analysis and conditional multiple logistic regression analysis using R language glm routines. Haplotype-based logistic regression analysis was done using WHAP8. Coefcients were estimated with WHAP, and ORs and condence intervals (Table 3) were calculated using R language. Sequencing. DNA fragments for sequencing were amplied with the corresponding primers (Supplementary Table 3), puried from agarose gel with QIAquick gel extraction kit (Qiagen) and sequenced using BigDye Terminator 3.1 (Applied Biosystems) at the Uppsala Genome Center. RNA purication and BANK1 expression analysis. Total RNA was puried with TRIZOL Reagent (Invitrogen) from peripheral blood mononuclear cells (PBMCs) obtained with agreed consent from healthy donors and SLE cases. 2 mg of RNA were reverse-transcribed with 2 U of MultiScribe transcriptase in PCR buffer II containing 5 mM MgCl2, 1 mM dNTPs, 0.4 U of RNase inhibitor and 5 mM oligo-dT. All reagents were purchased from Applied Biosystems. cDNA synthesis was done at 42 1C for 80 min, and then the reaction was terminated at 95 1C for 5 min. All cDNA samples were diluted to 15 ng/ml. BANK1 expression was determined by real-time PCR on an ABI PRISM 7700 Sequence Detector (Applied Biosystems) with SDS 1.9.1 software. Total BANK1, both alternative full-length isoforms and the D2 isoform were quantied with SYBR Green and relevant primers (Supplementary Table 3). We carried out initial denaturation at 95 1C for 5 min followed by 45 cycles of PCR (95 1C for 15 s, 62 1C for 15 s and 72 1C for 30 s). PCR buffer provided with enzyme was supplemented with 3 mM MgCl2, 200 mM of each of dNTPs, primers, SYBR Green (Molecular Probes), 15 ng of cDNA and 0.5 U of Platinum Taq polymerase (Invitrogen). Expression levels were normalized to the levels of TBP in the same samples amplied with commercial reagents (Applied Biosystems). All experiments were run in triplicate. Independent cDNA synthesis was carried out twice. Expression levels for total BANK1, both full-length isoforms and D2 isoform in separated blood cell populations (CD4+, CD8+, CD14+ and CD19+ cells) were determined using Human Blood Fractions MTC Panel (Clontech). Statistical calculations were performed with available online GraphPad Software using two-tailed t-test. Cloning of human, mouse and chimpanzee D2 isoform. Purication of total RNA from mouse spleen and cDNA synthesis were conducted as described above for the human PBMCs. Total RNA from chimpanzee (Pan troglodytes) spleen was provided by T. Bergstrom and L. Cavelier (Uppsala University). The human gene was amplied from Human Spleen BD Marathon-Ready cDNA (Clontech). After initial denaturation at 95 1C for 5 min, 35 cycles (95 1C for 20 s, 60 1C for 15 s and 72 1C for 2 min 30 s) were performed in PCR buffer containing 2 mM MgSO4, 200 mM of each of dNTPs, 0.4 mM of each of the corresponding primers (Supplementary Table 3) and 0.5 U of Platinum TaqHigh Fidelity enzyme (Invitrogen). Chimpanzee cDNA was amplied with human-specic primers. PCR products were puried from agarose gel and cloned in pCR 4-TOPO vector (Invitrogen) according to the manufacturers instructions. Plasmid DNA from positive clones was puried with QIAprep Spin Miniprep kit (Qiagen) and veried by sequencing. Accession codes. GenBank: full-length isoforms of BANK1 containing exon 1A or exon 1B, NM_017935 and AB063170, respectively. D2 transcript sequences have been deposited with the following accession codes: EU051376, human; EU051377, chimpanzee and EU051378, mouse. URLs. Haploview, http://www.broad.mit.edu/mpg/haploview/; GraphPad Software, http://www.graphpad.com; protein analysis, http://www.ebi.ac.uk/saps/, http://smart.embl-heidelberg.de/, http://ca.expasy.org/prosite/, and http://www. cbs.dtu.dk/services/NetPhos/; WHAP, http://pngu.mgh.harvard.edu/~purcell/ whap/. Note: Supplementary information is available on the Nature Genetics website. ACKNOWLEDGMENTS The authors would like to express their gratitude to S. Lewen for help with purication of PBMCs and total RNA, H. Yin for help with the preparation of DNA samples and to the members of the Uppsala Genome Center for help with sequencing. We thank T. Bergstrom and L. Cavelier (Uppsala University) for providing RNA from chimpanzee spleen. We also thank A.I. Scollo, A.M. Perichon and M.C.R. Tenaglia (CEDIM, Diagnostico Molecular y Forense SRL, Rosario, Argentina) for their help in DNA preparation of the Argentine samples and A. Voss for clinical help with the Danish samples. The authors would like to thank particularly the Lupus Patient Association of Asturias for their help in the collection of samples as well as all the patients for their contribution. The authors would also like to thank J.Osorio y Fortea (Pasteur Institut, Paris) for his contribution in the analyses that led to the identication of R61H early in this project. This work has been supported in part by grants from the European CVDIMMUNE project from the European Commission LSHM-CT-2006-037227, Swedish Research Council for Medicine (12703), the Swedish Association against Rheumatism, the Magnus Bergwalls Foundation, the Gustaf V: 80th-year Jubilee Foundation, the Torsten and Ragnar Soderbergs Foundation and the Marcus Borsgtroms Foundation to M.E.A.-R. and by the Gurli and Edward Brunnbergs Foundation for rheumatologic research to S.V.K. M.E.A.-R. is supported by an award from the Knut and Alice Wallenberg Foundation through the Royal Swedish Academy of Sciences. This work was also partially supported by FISM, Regione Piemonte (CIPE), the Bundesministerium fur Bildung und Forschung (BMBF) Kompetenznetz Rheuma C2.12, Germany and the Danish Rheumatism Association. AUTHOR CONTRIBUTIONS M.E.A.-R., S.V.K. and H.A. designed the experiments. S.V.K., A.-K.A., J.W., A.Z., M.V.P.L.R. and E.S. performed the experiments. M.E.A.-R., S.V.K., A.-K.A., J.W. and H.A. performed the analyses. I.G., E.S., G.S., L.T., A.J., T.W., S.D., N.B., M.G.D., C.G., A.S., P.J., H.L., B.A.P.-E., M.F.G.-E. and J.M. and their multicenter collaborators provided the samples. M.E.A.-R., S.V.K. and A.-K.A. wrote the manuscript. The Argentine Collaborative Group participants are: Hugo R. Scherbarth, Pilar C. Marino and Estela L. Motta (Servicio de Reumatologa, Hospital Interzonal General de Agudos Dr. Oscar Alende, Mar del Plata, Argentina), Susana Gamron, Cristina Drenkard and Emilia Menso (Servicio de Reumatologa de la UHMI 1, Hospital Nacional de Clnicas, Universidad Nacional de Cordoba, Cordoba, Argentina), Alberto Allievi and Guillermo A. Tate (Organizacion Medica de Investigacion, Buenos Aires, Argentina), Jose L. Presas (Hospital General de Agudos Dr. Juan A. Fernandez, Buenos Aires, Argentina), 2008 Nature Publishing Group http://www.nature.com/naturegenetics NATURE GENETICS VOLUME 40 [ NUMBER 2 [ FEBRUARY 2008 215 LETTERS Simon A. Palatnik, Marcelo Abdala and Mariela Bearzotti (Facultad de Ciencias Medicas, Universidad Nacional de Rosario y Hospital Provincial del Centenario, Rosario, Argentina), Alejandro Alvarellos, Francisco Caeiro and Ana Bertoli (Servicio de Reumatologa, Hospital Privado, Centro Medico de Cordoba, Cordoba, Argentina), Sergio Paira and Susana Roverano (Hospital Jose M. Cullen, Santa Fe, Argentina), Cesar E. Graf and Estela Bertero (Hospital San Martn, Parana, Argentina), Cesar Caprarulo and Griselda Buchanan (Hospital Felipe Heras, Concordia, Entre Ros, Argentina), Carolina Guilleron, Sebastian Grimaudo and Jorge Manni (Departamento de Inmunologa, Instituto de Investigaciones Medicas Alfredo Lanari, Buenos Aires, Argentina), Luis J. Catoggio, Enrique R. Soriano and Carlos D. Santos (Seccion Reumatologa, Servicio de Clnica Medica, Hospital Italiano de Buenos Aires y Fundacion Dr. Pedro M. Catoggio para el Progreso de la Reumatologa, Buenos Aires, Argentina), Cristina Prigione, Fernando A. Ramos and Sandra M. Navarro (Servicio de Reumatologa, Hospital Provincial de Rosario, Rosario, Argentina), Guillermo A. Berbotto, Marisa Jorfen and Elisa J. Romero (Servicio de Reumatologa Hospital Escuela Eva Peron, Granadero Baigorria, Rosario, Argentina), Mercedes A. Garcia, Juan C. Marcos and Ana I. Marcos (Servicio de Reumatologa, Hospital Interzonal General de Agudos General San Martn, La Plata, Buenos Aires, Argentina), Carlos E. Perandones and Alicia Eimon (Centro de Educacion Medica e Investigaciones Clnicas (CEMIC), Buenos Aires, Argentina), and Cristina G. Battagliotti (Hospital de Ninos Dr. Orlando Alassia, Santa Fe, Argentina). B.A.P.-E. is coordinator of the Argentine Collaborative Group. The German Collaborative Group participants are: K. Armadi-Simab and Wolfgang L. Gross (Abteilung Rheumatologie, University Hospital of Schleswig-Holstein, Campus Luebeck, Rheumaklinik Bad Bramstedt, Luebeck, Germany), Erika Gromnica-Ihle (Rheumaklinik Berlin-Buch, Berlin, Germany), Hans-Hartmut Peter (Medizinische Universitaetsklinik, Abteilung Rheumatologie und Klinische Immunologie, Freiburg, Germany), Karin Manger (Medizinische Klinik III derFAU Erlangen-Nuernberg, Erlangen, Germany), Sebastian Schnarr and Henning Zeidler (Abteilung Rheumatologie, Medizinische Hochschule Hannover, Hannover, Germany) and Reinhold E. Schmidt (Abteilung Klinische Immunologie, Medizinische Hochschule Hannover, Hannover, Germany). The Spanish Collaborative Group participants are: Norberto Ortego (Servicio Medicina Interna, Hospital Clnico San Cecilio, Granada, Spain), Enrique de Ramon (Servicio de Medicina Interna, Hospital Carlos Haya, Malaga, Spain), Juan Jimenez-Alonso (Servicio de Medicina Interna, Hospital Virgen de las Nieves, Granada, Spain), Julio Sanchez-Roman (Servico de Medicina Interna, Hospital Virgen del Rocio, Sevilla, Spain) and Miguel Angel Lopez-Nevot (Servicio de Inmunologa, Hospital Virgen de las Nieves, Granada, Spain). The Italian Collaborative participants are: Gian Domenico Sebastiani (U.O.C. di Reumatologia Ospedale San Camillo, Roma, Italy), Enrica Bozzolo (IRCCS San Raffaele Hospital, Milan, Italy), Mauro Galeazzi (Siena University, Siena, Italy), Sergio Migliaresi (Rheumatology Unit Second University of Naples, Naples, Italy). Also we would like to thank Armando Gabrielli, Clinica Medica di Scienze Mediche e Chirurgiche, Universita Politecnica delle Marche. COMPETING INTERESTS STATEMENT The authors declare competing nancial interests: details accompany the full-text HTML version of the paper at http://www.nature.com/naturegenetics/. Published online at http://www.nature.com/naturegenetics Reprints and permissions information is available online at http://npg.nature.com/ reprintsandpermissions 1. Sherer, Y., Gorstein, A., Fritzler, M.J. & Shoenfeld, Y. Autoantibody explosion in systemic lupus erythematosus: more than 100 different antibodies found in SLE patients. Semin. Arthritis Rheum. 34, 501537 (2004). 2. Sestak, A.L., Nath, S.K., Sawalha, A.H. & Harley, J.B. Current status of lupus genetics. Arthritis Res. Ther. 9, 210 (2007). 3. Alarcon-Riquelme, M.E. The genetics of systemic lupus erythematosus: understanding how SNPs confer disease susceptibility. Springer Semin. Immunopathol. 28, 109117 (2006). 4. Forner, K., Guedj, M., Dauvillier, J. & Wojcik, J. Universal false discovery rate estimation methodology for genome-wide association studies. Hum. Hered. 65, 183194 (2008). 5. Yokoyama, K. et al. BANK regulates BCR-induced calcium mobilization by promoting tyrosine phosphorylation of IP(3) receptor. EMBO J. 21, 8392 (2002). 6. Aiba, Y. et al. BANK negatively regulates Akt activation and subsequent B cell responses. Immunity 24, 259268 (2006). 7. Burge, C.B., Tuschl, T. & Sharp, P.A. The RNA World II. (eds. Gesteland, R.F., Cech, T.R. & Atkins, J.F.) 525560 (Cold Spring Harbor Laboratory Press, Cold Spring Harbor, New York, 1999). 8. Purcell, S., Daly, M.J. & Sham, P.C. WHAP: haplotype-based association analysis. Bioinformatics 23, 255256 (2007). 9. Jordan, M.S., Singer, A.L. & Koretzky, G.A. Adaptors as central mediators of signal transduction in immune cells. Nat. Immunol. 4, 110116 (2003). 10. Kurosaki, T. Regulation of B-cell signal transduction by adaptor proteins. Nat. Rev. Immunol. 2, 354363 (2002). 11. Okada, T., Maeda, A., Iwamatsu, A., Gotoh, K. & Kurosaki, T. BCAP: the tyrosine kinase substrate that connects B cell receptor to phosphoinositide 3-kinase activation. Immunity 13, 817827 (2000). 12. Patterson, R.L., Boehning, D. & Snyder, S.H. Inositol 1,4,5-trisphosphate receptors as signal integrators. Annu. Rev. Biochem. 73, 437465 (2004). 13. Li, M. & Pritchard, P.H. Characterization of the effects of mutations in the putative branchpoint sequence of intron 4 on the splicing within the human lecithin:cholesterol acyltransferase gene. J. Biol. Chem. 275, 1807918084 (2000). 14. Mohler, P.J. et al. Ankyrin-B mutation causes type 4 long-QT cardiac arrhythmia and sudden cardiac death. Nature 421, 634639 (2003). 15. Blom, N., Gammeltoft, S. & Brunak, S. Sequence and structure-based prediction of eukaryotic protein phosphorylation sites. J. Mol. Biol. 294, 13511362 (1999). 16. Anolik, J., Sanz, I. & Looney, R.J. B cell depletion therapy in systemic lupus erythematosus. Curr. Rheumatol. Rep. 5, 350356 (2003). 17. Liossis, S.N., Kovacs, B., Dennis, G., Kammer, G.M. & Tsokos, G.C. B cells from patients with systemic lupus erythematosus display abnormal antigen receptor-mediated early signal transduction events. J. Clin. Invest. 98, 25492557 (1996). 18. Huck, S., Le Corre, R., Youinou, P. & Zouali, M. Expression of B cell receptor-associated signaling molecules in human lupus. Autoimmunity 33, 213224 (2001). 19. Liossis, S.N. et al. B-cell kinase lyn deciency in patients with systemic lupus erythematosus. J. Investig. Med. 49, 157165 (2001). 20. Hibbs, M.L. et al. Sustained activation of Lyn tyrosine kinase in vivo leads to autoimmunity. J. Exp. Med. 196, 15931604 (2002). 21. Flores-Borja, F., Kabouridis, P.S., Jury, E.C., Isenberg, D.A. & Mageed, R.A. Decreased Lyn expression and translocation to lipid raft signaling domains in B lymphocytes from patients with systemic lupus erythematosus. Arthritis Rheum. 52, 39553965 (2005). 22. Cornall, R.J. et al. Polygenic autoimmune traits: Lyn, CD22, and SHP-1 are limiting elements of a biochemical pathway regulating BCR signaling and selection. Immunity 8, 497508 (1998). 23. Kozyrev, S.V. et al. Structural insertion/deletion variation in IRF5 is associated with a risk haplotype and denes the precise isoforms expressed in SLE. Arthritis Rheum. 56, 12341241 (2007). 24. Tan, E.M. et al. The 1982 revised criteria for the classication of systemic lupus erythematosus. Arthritis Rheum. 25, 12711277 (1982). 25. Guedj, M., Wojcik, J., Della-Chiesa, E., Nuel, G. & Forner, K. A fast, unbiased and exact allelic test for case-control association studies. Hum. Hered. 61, 210221 (2006). 26. Stephens, M. & Donnelly, P. A comparison of bayesian methods for haplotype reconstruction from population genotype data. Am. J. Hum. Genet. 73, 11621169 (2003). 27. Stephens, M., Smith, N.J. & Donnelly, P. A new statistical method for haplotype reconstruction from population data. Am. J. Hum. Genet. 68, 978989 (2001). 28. Dudbridge, F. Pedigree disequilibrium tests for multilocus haplotypes. Genet. Epidemiol. 25, 115121 (2003). 2008 Nature Publishing Group http://www.nature.com/naturegenetics 216 VOLUME 40 [ NUMBER 2 [ FEBRUARY 2008 NATURE GENETICS CORRIGENDA Corrigendum: Functional variants in the B-cell gene BANK1 are associated with systemic lupus erythematosus Sergey V Kozyrev, Anna-Karin Abelson, Jerome Wojcik, Ammar Zaghlool, MV Prasad Linga Reddy, Elena Sanchez, Iva Gunnarsson, Elisabet Svenungsson, Gunnar Sturfelt, Andreas Jnsen, Lennart Truedsson, Bernardo A Pons-Estel, Torsten Witte, Sandra DAlfonso, Nadia Barrizzone, Maria Giovanna Danieli, Carmen Gutierrez, Ana Suarez, Peter Junker, Helle Laustrup, Maria Francisca Gonzlez-Escribano, Javier Martin, Hadi Abderrahim & Marta E Alarcn-Riquelme Nature Genetics 40, 211216 (2008); published online 20 January 2008; corrected after print 27 March 2008 2008 Nature Publishing Group http://www.nature.com/naturegenetics In the version of this article initially published, the name of the 15th author was misspelled. The correct author name is Nadia Barizzone. Also, the affiliation of Javier Martin was incomplete. Dr. Martin is affiliated with Instituto de Biomedicina Lpez-Neyra, Grenada 18100, Spain and Consejo Superior de Investigaciones Cientficas (CSIC), Grenada 18100, Spain. The errors have been corrected in the HTML and PDF versions of the article. 484 VOLUME 40 | NUMBER 4 | APRIL 2008 | NATURE GENETICS
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MECHANISMS FOR CADMIUM LUMEN-TO-CELL TRANSPORT BY THE LUMINAL MEMBRANE OF THE RABBIT PROXIMAL TUBULEby YANHUA WANG Under the Direction of Delon W. BarfussABSTRACTThe lumen-to-cell transport, cellular accumulation, and toxicity of ionic cadmium (
Bowling Green - ETD - 07282007
PERMISSION TO BORROW In presenting this dissertation as a partial fulfillment of the requirements for an advanced degree from Georgia State University, I agree that the Library of the University shall make it available for inspection and circulation
Bowling Green - ETD - 11282005
1IN SEARCH OF MARTHA ROOT: AN AMERICAN BAHAI FEMINIST AND PEACE ADVOCATE IN THE EARLY TWENTIETH CENTURY by JILING YANG Under the Direction of Ian Fletcher ABSTRACTMartha Root (1872-1939) was an exceptional religious and spiritual activist, a lead
Bowling Green - ECON - 9940
Players Rules: Please remain silent until you are told it is ok to ask questions. In this experiment each of you are going to be sellers of a fictitious commodity in a sequence of auctions. There are 11 sellers in each auction. In addition to earning
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C I S 8 6 5 0 : I N F O R M A T I O N T E C H N O L O G Y & COLLABORATIVE WORK SUMMER 1999L otu s Note s : A C a se Stu dyUsing Lotus Notes in a Consulting Firm Executive SummaryPREPARED FOR DR. ASTRID LIPPPREPARED BY JENNIFER HU
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AN INDEXATION AND DISCOVERY ARCHITECTURE FOR SEMANTIC WEB SERVICES AND ITS APPLICATION IN BIOINFORMATICSby Liyang Yu Under the Direction of Rajshekhar Sunderraman ABSTRACTRecently much research effort has been devoted to the discovery of relevant
Bowling Green - ETD - 08082008
AXIAL LIGAND MUTANT: H229AbyNHUNG PHUONG NGUYEN Under the Direction of Dabney White DixonABSTRACT Many pathogenic bacteria use their iron acquisition mechanisms to live inside hosts. Streptococcus pyogenes is a pathogenic bacterium that uses st
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REFLECTIVE QUESTIONS1. Did you discuss you understanding of all the components of the element in astandard , as well as the importance and value of the element toward your becoming a reading and language arts professional? Did you explicitly conne
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HUMANS AND ENVIRONMENTAL SUSTAINABILITY: AN OVERVIEWDefinitions of Terms What is a Natural Resource?Natural Resources are parts of Nature that humankind considers to be Useful and Valuable. NATURE refers to the physical environmen
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COOPERATIVE EXTENSION SERVICE Terrebonne Parish 511 Roussell Street (70360) Post Office Box 627 Houma, Louisiana 70361 (985) 873-6495 Fax: (985) 850-4620 E-mail: terrebonne@agcenter.lsu.edu Web site: www.lsuagcenter.com EXTENSION PROGRAMS Agriculture
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TableofContents ContainerListforSeriesV.C U.S.Senate,Senateofficestaffandcommitteestafffiles PageNo. SenateOfficeStaffMembersFiles Case,Jim[LegislativeAssistant/Director]19751979 1 Kyros,PeterN.19711975 7
Bowling Green - ETD - 04052006
RACIAL DISPARITY IN SOCIAL SPATIALITY: USAGE OF NATIONAL PARKS AND OPERA ATTENDANCEbyJOSEPH TERRY JOHNSON Under the Direction of Toshi KiiABSTRACTThis study investigates the existence of an ethnic separation in different settings of leisure ac
Bowling Green - ETD - 11292007
PERMISSION TO BORROWIn presenting this dissertation as a partial fulfillment of the requirements for an advanced degree from Georgia State University, I agree that the Library of the University shall make it available for inspection and circulation
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