Conceived and designed the experiments: SD MLH EvdV THMO MS. Performed the experiments: RHD HEEW CB. Analyzed the data: SD MLH RHD CB MS. Contributed reagents/materials/analysis tools: MLH ES BA JSS YB FD RvC EvdV SN THMO MS. Wrote the paper: SD MS.
Despite high rates of exposure, only 5–10% of people
infected with
One third of the world population is infected with
Although one-third of the world's population is infected with
It is becoming increasingly clear that innate immunity plays a crucial role in
directing many aspects of the host response, including the ensuing adaptive
response, making it a primary host defense mechanism. The initial phase of this
process is pathogen sensing involving a wide range of pattern recognition molecules.
We and others have postulated that pathogen recognition could be a key component in
determining the outcome of infection
These observations led us to investigate genetic variants in the Toll-like receptors
(TLRs)
Here we identified four single nucleotide polymorphisms within the
Of the 149 SNPs passing quality control as described in
Exons are shown as rectangles, filled areas represent translated sequence, open areas indicate untranslated regions. The associated polymorphism resulting in a coding change exclusive of transcript variant 2 (rs3764880) is underlined.
D' values displayed within each diamond, missing value indicates D' = 100%. Color scheme gradient indicates r2 values. At the top, direction of transcription is designated by an arrow. Length of each block, in kilobases (kb), is shown between brackets. Underlined polymorphisms indicated associated SNPs in allelic analysis. Block with significant p-values is displayed within an open rectangle.
| dbSNP rs# | Alleles | No. of Cases |
MAF Cases | No. of Controls |
MAF Controls | Location |
p-value | Permutation p-value |
OR (95% c.i.) |
| rs3764879 | G/C | 153 | 0.30 | 124 | 0.23 | Upstream | 0.01 | 0.038 | 1.4 (1.06–1.84) |
| rs3788935 | G/A | 152 | 0.30 | 125 | 0.23 | Upstream | 0.014 | 0.05 | 1.4 (1.07–1.86) |
| rs3761624 | G/A | 152 | 0.30 | 126 | 0.24 | Upstream | 0.016 | 0.059 | 1.4 (1.06–1.8) |
| rs3764880 | G/A | 152 | 0.30 | 126 | 0.24 | M1V, 5′UTR | 0.016 | 0.059 | 1.4 (1.06–1.8) |
Number of chromosomes carrying the minor allele.
Locations for both transcripts encoded by
Number of permutations = 10,000.
| dbSNP ID | Males | Females | |||||||
| No. of Cases (%) |
No. of Controls (%) |
p-value | Permutational p-value |
O.R. (95% c.i.) | No. of Cases (%) |
No. of Controls (%) |
p-value | O.R. (95% c.i.) | |
| rs3764879 | 77 (34.6) | 49 (21.7) | 0.0024 | 0.012 | 1.9 (1.2–2.9) | 76 (27.1) | 74 (24.3) | 0.44 | 1.1 (0.8–1.7) |
| rs3788935 | 76 (34.3) | 50 (22.1) | 0.0039 | 0.017 | 1.8 (1.2–2.8) | 76 (27.1) | 74 (24.3) | 0.44 | 1.1 (0.8–1.7) |
| rs3761624 | 76 (34.3) | 51 (22.4) | 0.007 | 0.02 | 1.8 (1.2–2.7) | 76 (27.1) | 74 (24.3) | 0.44 | 1.1 (0.8–1.7) |
| rs3764880 | 76 (34.3) | 51 (22.4) | 0.007 | 0.02 | 1.8 (1.2–2.7) | 76 (27.1) | 74 (24.3) | 0.44 | 1.1 (0.8–1.7) |
Number and percent of chromosomes carrying the minor allele.
Number of permutations = 10,000.
In order to address the significance of our findings, a permutation analysis of
the allelic p-values was carried out (
Analysis of genotypes for polymorphisms located on Chromosome X was done using a
likelihood ratio test. The same four variants on
Investigation of the gene structure of
In order to confirm these results, genotyping of the four associated
polymorphisms was carried out in a follow-up cohort from Russia (1,873
tuberculosis cases, 1,779 controls). Importantly, the minor allele frequency of
rs3764880 in the Indonesian population was strikingly different compared to
frequencies in the Russian cohort, which was concordant with results obtained
for the populations of European and Asian origin from the HapMap project
| dbSNP ID | Alleles | Russian cohort | Combined p-value | |||
| No. of Cases (%) |
No. of Controls (%) |
p-value | OR (95% c.i.) | |||
| rs3764879 | G/ |
1067 (79.7) | 994 (76.3) | 0.03 | 1.2 (1.02–1.48) | 6×10−4 |
| rs3788935 | G/ |
1069 (79.8) | 997 (76.4) | 0.03 | 1.2 (1.02–1.48) | 9×10−4 |
| rs3761624 | G/ |
1070 (79.8) | 1000 (76.5) | 0.04 | 1.2 (1.01–1.46) | 1.5×10−3 |
| rs3764880 | G/ |
1069 (79.7) | 997 (76.3) | 0.03 | 1.2 (1.02–1.48) | 1.2×10−3 |
Number and percent of chromosomes carrying the risk allele shown in bold.
A subset of 23 patients with active pulmonary TB was selected from the cohort
recruited from the outpatient clinic in Jakarta, Indonesia. After informed
consent, blood samples were taken from each of the patients during their initial
diagnosis with active pulmonary TB disease (at the time of admission), and again
following resolution of disease (6 months after completion of a standard
anti-tuberculosis multi-drug chemotherapy). Real-time reverse transcription PCR
was used to study the mRNA levels of 18 genes (
| Gene Name | mRNA ID | Fold change | p value | Bonferroni p-value |
|
|
NM_003263.3 | 1.556 | 5.5*10−2 | NS |
|
|
NM_003264.3 | 1.595 | 7.8*10−2 | NS |
|
|
NM_003265.2 | 0.825 | 0.63 | - |
|
|
NM_138554.2 | 1.45 | 0.86 | - |
|
|
NM_006068.2 | 1.885 | 0.17 | - |
|
|
NM_016562.3 | 1.78 | 2.5*10−3 | 0.047 |
|
|
NM_016610.2 (variant 1) | 2.278 | 9.4*10−5 | 1.8*10−3 |
|
|
NM_138636.3 (variant 2) | 2.41 | 5.3*10−5 | 1*10−3 |
|
|
NM_017442.2 | 1.453 | 0.18 | - |
|
|
NM_030956.2 | 0.949 | 0.84 | - |
|
|
NM_002468.3 | 1.898 | 4.1*10−5 | 7.8*10−4 |
|
|
NM_182919.1 | 0.87 | 0.52 | - |
|
|
NM_021649 | 0.6 | 0.37 | - |
|
|
NM_015364.2 | 1.28 | 0.12 | - |
|
|
NM_019009.2 | 0.964 | 0.99 | - |
|
|
NM_148910.2 | 0.236 | 7*10−2 | NS |
|
|
NM_001040021.1 | 2.457 | 3*10−2 | NS |
|
|
NM_001569.3 | 1.26 | 0.1 | - |
|
|
NM_016123.1 | 1.283 | 0.3 | - |
Expression of TLR8 over time was assessed in human THP1 macrophages after
infection by
THP-1 differentiated macrophages were either uninfected (a,b) or infected with GFP BCG (c,d). Macrophages were harvested for TLR8 expression measured by phycoerytrhin (PE) intensity at 1 hr (c) or 20 hrs (d) post infection and fixed cells were imaged by confocal microscopy.
Here we describe a genetic association study aiming to identify polymorphisms within
the TLR pathway which confer increased susceptibility to adult pulmonary TB and for
the first time report evidence implicating TLR8. Association of the
The cloning and characterization of human
We found evidence that
In our data the four associated
Two
In summary, we report for the first time evidence of associations of
439 new pulmonary tuberculosis patients above 15 years of age were recruited
from an outpatient tuberculosis clinic in central Jakarta (Indonesia)
| Indonesian | Russian | |||
| TB Patients (N = 375) | Controls (N = 387) | TB Patients (N = 1,837) | Controls (N = 1,779) | |
| Age years (median) | 14–75 (28) | 15–70 (32) | 17–86 (43.8) | 16–66 (30) |
| Gender male(%):female(%) | 228(60.8%):147(39.2%) | 232(60%):155(40%) | 1341(73%):496(27%) | 1308(73.5%):471(26.5%) |
| BCG Scar Present (%) | 143 (38%) | 168 (43%) | - | - |
| Self reported ethnicity (%) | ||||
| Caucasian | 0 (0) | 0 (0) | 1,837 (100) | 1,779 (100) |
| Javanese | 326 (86.9) | 314 (81.1) | - | - |
| Non Javanese | 29 (7.7) | 21 (5.4) | - | - |
| Mixed | 19 (5.1) | 29 (7.5) | - | - |
| Unknown | 1 (0.3) | 23 (5.9) | - | - |
Prior to recruitment, subjects diagnosed with diabetes mellitus and HIV
coinfection, both of which are considered to be major risk factors for
tuberculosis development, were not considered. Further tests on recruited
subjects were done to confirm absence of diabetes mellitus and HIV
coinfection. (Details described elsewhere
In order to define a homogeneous phenotype, patients suspected of extra-pulmonary tuberculosis (N = 27) were not considered in the analyses. Controls with suspected tuberculosis after chest X-ray examination (N = 24) or a history of tuberculosis (N = 7) were also excluded.
1,837 cases of pulmonary TB and 1,779 controls were recruited from two
Russian cities: St Petersburg and Samara. Clinical data has been described
elsewhere
The demographic and clinical data of the Indonesian and Russian cohorts are
shown in
The self-reported ethnicity of each subject and his/her parents was carefully
considered in an effort to avoid spurious genetic associations arising from
population stratification. In order to detect traces of population
stratification in the Indonesian cohort, a large subset of individuals
included in this first stage of the study, 330 cases and 368 controls, were
genotyped for an independent set of 299 SNPs. One of the SNPs was out of HWE
and, thus, excluded from the analysis. These SNPs were chosen to be more
than 10 kilobases away from any known gene, to have average minor allele
frequencies around 30% and to be in linkage equilibrium with one
another. The correction factor was calculated according to the method of
Devlin and Roeder
Genomic DNA was extracted from whole blood following a protocol described
elsewhere
RNA was successfully extracted using an RNeasy Mini Kit (Qiagen, Germany) from peripheral blood mononuclear cells (PBMCs) of a subset of 23 patients.
Consent forms approved by local Institutional Review Boards of the Medical
Faculty of University of Indonesia and the Eijkman Institute for Molecular
Biology in Jakarta were signed upon recruitment by all participants. Written
informed consents from all Russian subjects as well as permission from ethics
committees were obtained
Selection of SNPs was carried out using an in-house database, GISSNP, which integrates data from public databases (Ensembl, Celera, dbSNP build 123/126) as well as proprietary data. Polymorphisms with the following characteristics were preferentially chosen: putative functional variants resulting in changes in the protein sequence, minor allele frequencies over 5%, average spacing of one SNP every 1 to 2 kilobases. To screen for possible regulatory elements, flanking regions five kilobases upstream and downstream of the gene were also covered.
Design of a custom Oligo Pool Assay (Illumina) was implemented following the
manufacturer's specifications. Genotyping was performed with a
BeadStation 500G Genotyping System (Illumina). Genotypes were analyzed with
Beadstudio software also from Illumina. Ten SNPs were genotyped with a Sequenom
primer extension-based protocol described elsewhere
Genotyping of 247 SNPs from 18 candidate genes was performed in the Indonesian
cohort. We found that 75 SNPS (30%) of the genotyped polymorphisms
were monomorphic in this population (
Hardy-Weinberg equilibrium was calculated in the control group using
The statistical significance of nominal allelic p-values was assessed by
permutation analysis (N = 10,000) with
Haplotype blocks and linkage disequilibrium plots were constructed with
A subset of 23 patients with active pulmonary TB was selected from a cohort
recruited from an outpatient clinic in Jakarta, Indonesia. Blood samples were
taken from each of the patients at 2 time points: the active phase of pulmonary
TB disease (at the time of admission), and the convalescent phase (6 months
after admission and standard anti-tuberculosis multi-drug chemotherapy).
Real-time reverse transcription PCR was used to study expression levels of 18
genes (
The gfp cDNA cloned into mycobacterial-E.coli shuttle plasmid pMV206 was a gift from Dr. Alain Baulard (Pasteur Institute, France). The plasmid was incorporated into competent BCG cells by electroporation. GFP BCG was observed by the FACS Calibur flow cytometer (Becton Dickinson).
The monocytic cell line THP-1(ATCC, Rockville, MD) cells were cultured in RPMI 1640 supplemented with 10%FBS, penicillin (100 U/ml) and streptomycin (100 ug/ml) (Invitrogen). Cells were plated at a density of 2×105/ml in 8-well chamber coverglass (LAB-TEK). Monocytes were allowed to adhere and differentiate into macrophages for 48 hours with 5 nM PMA (Sigma Aldrich) at 37°C in a humidified atmosphere of 5% CO2. Differentiated macrophages were infected with GFP BCG at an MOI of 20∶1 and incubated at 37°C, 5% CO2. Infected cells at 1 hr post infection were washed twice with RPMI without antibiotics to remove uningested and unadhered bacteria. Cells were then harvested for TLR8 expression as mentioned below. Infected cells at 20 hours post infection were washed to remove uningested and unadhered bacteria at 4 hours post infection to minimize cell death and re-incubated for a further 16 hours. Cells were then fixed with 4% paraformaldehyde (Sigma Aldrich) for 15 minutes at room temperature and cell membrane was disrupted with 1% saponin (Sigma Aldrich) for 20 mins at room temperature. Mouse anti-human TLR8 phycoerytrhin (PE) antibody (Imgenex) was used at 3 ug/ml for 1 hour at room temperature and excess antibody was washed twice with PBS (Sigma Aldrich). To prevent bleaching of the dyes during confocal viewing, anti fade prolong gold with DAPI (Invitrogen) was added to slides so that it formed a protective layer over the cells. Slides were stored at 4°C in the dark until confocal viewing.
The LSM 510 scanhead of the confocal laser-scanning microscope system (Zeiss 5 duo, Germany) was used to detect intracellular fluochrome. Cells were scanned by triple excitation for PE (red), GFP (green) and DAPI (blue) fluorescence. A 63× oil objective with numerical aperture of 1.4 was used and images were captured.
Location, Allele, Genotype Frequencies, and Allelic p-values of 149 Analysed SNPs.
(0.06 MB XLS)
Click here for additional data file.
Genotype Distribution of TLR8 Polymorphisms among Indonesian TB Patients and Controls in All and Females.
(0.02 MB XLS)
Click here for additional data file.
Haplotype Analysis and Distribution of TLR8 Polymorphisms among Male TB Patients and Controls from Both Cohorts.
(0.02 MB XLS)
Click here for additional data file.
Candidate Genes and SNPs Analyzed.
(0.02 MB XLS)
Click here for additional data file.
Allele Frequencies of 298 SNPs Tested for Population Stratification in the Indonesian Cohort.
(0.07 MB XLS)
Click here for additional data file.
We thank Anugrah Maya and Erita Istriana for helping in clinical work at PPTI-Jakarta supervised by Dr. Halim Danusantoso; Iskandar Adnan from Eijkman Institute for Molecular Biology Jakarta for helping in the DNA isolation supervised by Prof. Sangkot Marzuki and Dr. Herawati Sudoyo. We thank Prof R.H.H. Nelwan from University of Indonesia for long-standing collaboration in Jakarta. We are grateful to our colleagues Meah Wee Yang, Jason Ong and Heng Khai Koon for genotyping; Rick Ong for helping on the management of the genotyping data and Frans Verhoeff for maintaining the GISSNP database at the Genome Institute of Singapore; to Xiao Yong from the Biopolis Shared Facility who helped with the acquisition of confocal data. We thank Dr. Alain Baulard (Pasteur Institute, France), who kindly provided the gfp cDNA cloned into mycobacterial-E.coli shuttle plasmid pMV206. We thank Prof. John A. Todd for his help and advice in establishing the Russian TB sample collection. We are grateful to Drs L. Stcheglova, Y. Korneev, I. Fedorin, N. Lebedeva and S. Zakharova for their help in recruiting study participants and collecting blood samples in Russia.
The authors have declared that no competing interests exist.
This work has been supported by funding from the Agency for Science & Technology and Research of Singapore (A*STAR), by the Royal Netherlands Academy of Arts and Sciences (KNAW, project 99MED01), and the PRIOR project sponsored by the Netherlands Foundation for the Advancement of Tropical Research (NWO-WOTRO). The Diabetes and Inflammation Laboratory is funded by the Juvenile Diabetes Research Foundation and the Wellcome Trust. The funding agencies had no role in any aspect of the direction of the study or preparation of the manuscript.