| Literature DB >> 30323326 |
Sara Konstantin Nissen1,2, Mette Christiansen3, Marie Helleberg4,5, Kathrine Kjær1, Sofie Eg Jørgensen1, Jan Gerstoft4,6, Terese L Katzenstein4,6, Thomas Benfield6,7, Gitte Kronborg7, Carsten S Larsen1, Alex Laursen1, Gitte Pedersen8, Martin R Jakobsen2, Martin Tolstrup1, Trine H Mogensen9,10,11.
Abstract
Common CCR5-∆32 and HLA alleles only explain a minority of the HIV long-term non-progressor (LTNP) and elite controller (EC) phenotypes. To identify rare genetic variants contributing to the slow disease progression phenotypes, we performed whole exome sequencing (WES) on seven LTNPs and four ECs. HLA and CCR5 allele status, total HIV DNA reservoir size, as well as variant-related functional differences between the ECs, LTNPs, and eleven age- and gender-matched HIV-infected non-controllers on antiretroviral therapy (NCARTs) were investigated. Several rare variants were identified in genes involved in innate immune sensing, CD4-dependent infectivity, HIV trafficking, and HIV transcription mainly within the LTNP group. ECs and LTNPs had a significantly lower HIV reservoir compared to NCARTs. Furthermore, three LTNPs with variants affecting HIV nuclear import showed integrated HIV DNA levels below detection limit after in vitro infection. HIV slow progressors with variants in the TLR and NOD2 pathways showed reduced pro-inflammatory responses compared to matched controls. Low-range plasma levels of fibronectin was observed in a LTNP harboring two FN1 variants. Taken together, this study identified rare variants in LTNPs as well as in one EC, which may contribute to understanding of HIV pathogenesis and these slow progressor phenotypes, especially in individuals without protecting CCR5-∆32 and HLA alleles.Entities:
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Year: 2018 PMID: 30323326 PMCID: PMC6189090 DOI: 10.1038/s41598-018-33481-0
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.379
Figure 1Flowchart for inclusion of ECs and LTNPs. *LTNP 011 did not fulfill all criteria due to decline in CD4 count after ten years of infection, however still controlling plasma virus for twelve more years. Elite controller (EC), long-term non-progressor (LTNP), The Danish HIV Cohort (DHK).
Cohort characteristics.
| Patients | NCART (min-max) | ECs/LTNPs (min-max) |
|---|---|---|
| Cohort size (N) | 11 | 4/7** |
| Age* | 58.18 (44–77) | 57.3 (36–72) |
| Males (N) | 7 | 5 |
| Females (N) | 4 | 6 |
| Caucasian (N) | 7 | 8 |
| African (N) | 4 | 3 |
| Years with HIV* | 18.60 (12.96–23.16) | 18.38 (25.8**, 10.73–31.07) |
| Years on treatment* | 17.73 (12.82–22.15 | 0 (0–0) |
| Nadir CD4 cells/µL | 106 (40–266) | 534 (160**, 343–784) |
| CD4 cells/µL at inclusion date | 589 (80–1170) | 845.7 (295**, 410–1300) |
| VL at inclusion date | 28 (<19–50) | 325.5 (<19–1987) |
Numbers are shown as exact numbers (N) or mean with range. *Calculated to inclusion date. **LTNP 011 did not fulfill all criteria due to decline in CD4 count after twelve years of infection, however still controlling plasma virus for twelve more years. Non-controllers on ART (NCARTs), elite controllers (ECs), long-term non-progressors (LTNPs), viral load (VL) in RNA copies/mL.
Figure 2Total HIV DNA levels in CD4 T cells in ECs and LTNPs compared to NCARTs. (a,b) Total HIV DNA was measured in CD4+ T cells. NCART 004, NCART 008, and LTNP 009 were not measured for total HIV DNA due to primer-probe mismatch. (a) Median for each group are shown, p-values are calculated using Mann Whitney test. (b) DNA levels for the individual patients: Error bars represent min and max values from technical replicates. (c,d) Total HIV DNA copies per million CD4+ T cells are correlated to years with HIV infection in the EC and LTNP group (c) and the control group with NCARTs (d). The two-tailed p value from a Pearson correlation was 0.0526 for the ECs/LTNPs with R squared at 0.4368; and 0.1531 for the NCARTs with R squared at 0.2683. LTNP 011 was excluded from the analysis due to recent progression. Non-controller on ART (NCART); elite controller (EC); long-term non-progressor (LTNP).
Distribution of known protective HLA and chemokine receptor alleles in ECs/LTNPs.
| MHC I subtype | Chemokine receptor genotype | |||||
|---|---|---|---|---|---|---|
| Patient | Allele |
|
| |||
| EC 001 | 1 | A*11:01:01 | B*07:02:01 |
| WT | WT |
| 2 | A*11:01:01 |
|
| WT | WT | |
| EC 002 | 1 |
| B*15:01:01 | C*03:03:01 | ∆32 | WT |
| 2 |
|
| C*06:02:01 | WT | WT | |
| EC 003 | 1 |
| B*15:01:01 | C*03:04:01 | ∆32 | WT |
| 2 | A*02:01:01 |
| C*06:02:01 | WT | WT | |
| EC 004 | 1 | A*02:01:01 | B*15:01:01 | C*03:03:01 | WT | V64I |
| 2 | A*11:01:01 |
|
| WT | WT | |
| LTNP 005 | 1 | A*30:01:01 | B*15:03:01 | C*02:10:01 | WT | V64I |
| 2 | A*74:01:01 | B*39:10:01 | C*12:03:01 | WT | WT | |
| LTNP 006 | 1 | A*02:01:01 |
| C*02:02:02 | ∆32 | V64I |
| 2 | A*68:01:02 |
| C*06:02:01 | WT | WT | |
| LTNP 007 | 1 | A*02:01:01 | B*15:10:01 | C*03:04:02 | WT | V64I |
| 2 | A*74:01:01 | B*44:07 | C*04:01:01 | WT | WT | |
| LTNP 008 | 1 | A*02:01:01 | B*07:02:01 | C*05:01:01 | WT | V64I |
| 2 | A*03:01:01 | B*83:01 |
| WT | WT | |
| LTNP 009 | 1 | A*11:01:01 | B*51:01:01 | C*15:02:01 | WT | WT |
| 2 | A*11:01:01 | B*51:42 |
| ∆32 | WT | |
| LTNP 010 | 1 |
| B*53:01:01 | C*06:02:01 | WT | V64I |
| 2 | A*30:02:01 |
|
| WT | V64I | |
| LTNP 011 | 1 |
|
| C*06:02:01 | ∆32 | WT |
| 2 | A*32:01:01 |
| C*07:04:01 | WT | WT | |
HLA-subtypes are divided into: Protecting (italics type), neutral (normal type), and susceptible (bold type) according to literature classification. Protective HLA-alleles: A*0202, A*0205, A*0214, A*2402, A*25, A*3201, A*6802, B*13, B*1302, B*14/Cw*0802, B*27, B*2705, B*52, B*57, B*5701, B*5703 (in Africans), C*8, C*14, and DRBl*01[10,11,52–57]. High-risk HLA-alleles: A*1, A*2301, A*29, B*8, B*22, B*35, B*3502, Cw*04, Cw*07, C*16, and DR3[10–12,52,54,57,58]. Neutral HLA-alleles: HLA-A2[8]. Common chemokine receptor alleles associated with slow progression: ∆32 and V64I. Wildtype (WT).
Figure 3WES filtering diagram. Flowchart for whole exome sequencing (WES) filtering strategies according to quality, rareness, deleteriousness, and biological filters. Variant confidence: Keep only variants Outside top 1% most exonically variable genes and 5% most exonically variable 100 bases, quality >30, read depth 25, allele fraction >40. Common variants: Exclude variants >0.5% frequency in any reference genome. Predicted deleterious: Keep only >2 bases into intron; pathogenic or likely pathogenic variants according to ACMG guidelines or listed in HGMD; or frameshift, indels, and start/stop codon changes; missense unless predicted tolerated by SIFT or PolyPhen-2, CADD >20, splice site loss 2 bases into intron or predicted by MaxEntScan. Biological context: Keep only genes associated with innate sensing or HIV according to literature or IVA., Exclude benign variants with CADD <20 (no exceptions), CADD < MSC, tolerated by SIFT (no exceptions), and variants failing BAM file quality check. Known variants in HIV co-receptors (CCR2 and CCR5) were identified by a manual search. The filtering resulted in a total of 24 variants localized in 20 different genes among the 11 patients. *For variants annotated to two genes, only genes associated with HIV or innate sensing are counted. For further details, see supplementary text.
Rare variants identified in EC and LTNP individuals.
| Patient number | Gene symbol | Gene function | Gene region | Protein variant | Transcript variant | GnomAD Freq. | CADD | MSC | PP2 |
|---|---|---|---|---|---|---|---|---|---|
| EC 001 | |||||||||
| EC 002 A*24, B*57, ∆32 | |||||||||
| EC 003 B*57, ∆32 | |||||||||
| EC 004 |
| Glycosylation of ENV on HIV, infectivity | Exonic | p.T400I | c.1199 C > T | 0.114 | 32.0 | 3.3 | Pr.D |
|
| Bacterial sensing | Exonic | p.R576H | c.1727G > A | 0.000 | 33.0 | <1 | Pr.D | |
|
| Endocytosis of HIV-1 | Exonic | p.R652W | c.1954C > T | 0.001 | 24.1 | 3.3 | B | |
| LTNP 005 |
| HIV nuclear import | Exonic | p.E1169K | c.3505 G > A | 0.008 | 27.9 | 3.3 | B |
|
| HIV binding and import | Exonic | p.V362A | c.1085 T > C | 0.021 | 27.6 | 3.3 | Pr.D | |
| LTNP 006 B*13, |
| Increases activation of HIV LTR | Exonic | p.Y903C | c.2708 A > G | 0.001 | 26.2 | 3.3 | Pr.D |
| B*27, ∆32 |
| HIV nuclear import | Exonic | p.P2690S | c.8068 C > T | 0.145 | 25.6 | 3.3 | Pr.D |
|
| HIV nuclear import | Exonic | p.L90V | c.268 C > G | 26.9 | 3.3 | Pr.D | ||
| LTNP 007 |
| HIV inward trafficking | Exonic | p.K46Q | c.136 A > C | 0.078 | 22.2 | 3.3 | Po.D |
|
| Chymotryptic serine proteinase | Exonic | p.R33C | c.97 C > T | 0.025 | 24.6 | 3.3 | B | |
| LTNP 008 |
| CD4-dependent infectivity | Exonic | p.R592H | c.1775G > A | 0.292 | 29.5 | 28.4 | Po.D |
|
| Innate sensor | Exonic | p.M151V | c.451 A > G | 0.002 | 26.3 | 3.3 | Pr.D | |
|
| Bacterial sensing | Exonic | p.P421L | c.1262 C > T | 0.004 | 31.0 | 3.3 | Pr.D | |
|
| Interacts with Tat | Exonic | p.L1707Q | c.5120 T > A | 0.217 | 25.4 | 3.3 | Pr.D | |
|
| Interacts with Tat | Exonic | p.R183G | c.547 C > G | 0.000 | 25.4 | 15.8 | Po.D | |
|
| Bacterial sensing | Exonic | p.T189M | c.566 C > T | 0.230 | 26.0 | <1 | Pr.D | |
| LTNP 009 ∆32 |
| CD4-dependent infectivity | Exonic | p.R2425H | c.7274 G > A | 0.036 | 34.0 | 28.4 | B |
|
| CD4-dependent infectivity | Exonic | p.P2016L | c.6047 C > T | 0.032 | 34.0 | 28.4 | B | |
|
| HIV nuclear import | SSL | c.2109-1 G > A | 0.096 | 25,5 | 3.3 | |||
| LTNP 010 B*57 |
| Glycosylation of ENV on HIV, infectivity | Exonic | p.V255I | c.763 G > A | 0.017 | 23.8 | 3.3 | B |
|
| Vpr-mediated G2/M arrest and chronic IFN production | Exonic | p.R1479* | c.4435 C > T | 0.002 | 37.0 | <1 | ||
|
| Interacts with Tat | Exonic | p.L3073F | c.9217 C > T | 0.095 | 21.2 | 3.3 | Po.D | |
| LTNP 011 |
| Interacts with Tat | Exonic | p.R572H | c.1715G > A | 0.060 | 27.1 | 3.3 | Pr.D |
| B*13, B*13, ∆32 |
| HIV nuclear import | Exonic | p.V344L | c.1030 G > T | 0.005 | 24.9 | 3.3 | B |
Variants are shown according to individual patients. No variants were identified in EC 001, EC 002, and EC 003. Full gene names and further information can be found in Supplementary Table 4. In variant annotations, stop codons are marked with*. Mutation Significance Cutoff (MSC); Combined Annotation Dependent Depletion (CADD) score; splice cite loss (SSL); frequency (Freq.); PolyPhen-2 score (PP2); Probably damaging (Pr.D); Possibly damaging (Po.D); Benign (B).
Figure 4STRING association network for proteins affected by genetic variants within the HIV EC and LTNP patient cohort. Protein-protein interaction network for proteins encoded by genes with variants in the EC and LTNP cohort. PIK3R6 is not a part of the network due to absence from the database. Each circle represents a gene/protein affected by at least one variant in the cohort. Thickness of gray lines represents strength of data supporting association, i.e. proteins jointly contribute to a shared function. Interactions are made with STRING version 10.5 based on data from genomic context predictions, high-throughput experiments, co-expressions, automated text-mining, and database search. Circles are drawn around proteins involved in common pathways or with similar biological functions. The PPI enrichment p-value for the number of identified interactions (10) compared to expected (5) in a group of 19 proteins was 0.0492, thus significantly more than expected, with a minimum interaction score a 0.4.
Figure 5Functional assessment of variants affecting the TLR and NOD2 pathways, fibronectin plasma levels, and HIV replication upstream integration. (a,b) Patients with variants affecting the TLR sensing pathways (IRAK2 and TAB2 variants) and their a priori matched controls were stimulated with the TLR7/8 ligand Resiquimod (R848) (1 µg/mL) for 6 hrs followed by IL-6 qPCR. (c,d) Patients with variants affecting the NOD2 sensing pathways (NOD2 and TAB2 variants) and their a priori matched controls were stimulated with the NOD2 agonist muramyl dipeptide (MDP) (1 µg/mL) for 6 hrs followed by IL-8 qPCR. Means of triplicates with standard derivation are shown. (e) Measurements of plasma fibronectin levels in patients with variants in FN1 encoding fibronectin and in age- and gender-matched controls. Means are shown with each dot representing mean values from technical duplicates based on ELISA. Dotted line represents detection limit. (f) Integrated HIV DNA after infection with the HIV strain HXB2 at MOI 0.1 with endogenous levels of integrated HIV DNA subtracted. Integrated HIV DNA was measured in LTNPs harbouring variants potentially affecting HIV inward trafficking and integration (PIK3C2B, FRK, MAP1A, PIK3R5, FGD6, FN1, PIK3R6, and DDOST) and in age- and gender-matched controls. Error bars represent min and max values from technical replicates. Non-controller on ART (NCART); long-term non-progressor (LTNP); elite controller (EC); untreated (UT).