| Literature DB >> 32737863 |
Vurayai Ruhanya1,2, Graeme Brendon Jacobs3, George Nyandoro4, Robert H Paul5, John A Joska6, Soraya Seedat7, Richard Helmuth Glashoff8,9, Susan Engelbrecht3,9.
Abstract
It is not known if proviral DNA in the periphery corresponds to cognitive status in clade C as it does in clade B and recombinant forms. A cross-sectional study was conducted on participants investigated for HIV-associated neurocognitive impairment in South Africa. HIV-1 proviral DNA was quantified using a PCR assay targeting a highly conserved HIV-1 LTR-gag region. Fifty-four (36.7%) participants were cognitively impaired and 93 (63.3%) were not impaired. Forty-three (79.6%) of the cognitively impaired participants were female and 11 (20.4%) were male. There was no significant age difference between cognitively impaired and unimpaired participants (p = 0.42). HIV-1 DNA in cognitively impaired PLWH was significantly higher than in cognitively normal individuals (p = .016). Considering impaired participants, lymphocyte HIV-1 DNA was significantly higher in males than females (p = 0.02). There was a modest positive correlation between lymphocyte HIV-1 DNA and global deficit scores (GDS) r = 0.176; p = 0.03). The two measures of viral load, lymphocyte HIV-1 DNA copies/million and plasma RNA copies/ml, were positively correlated (r = 0.39; p < .001). After adjusting for other covariates, age, sex, treatment status, and the interactions between impairment and treatment, the multivariate regression showed association between proviral load and neurocognitive impairment; omega effect size was 0.04, p value = 0.010. The burden of HIV-1 peripheral blood lymphocyte proviral DNA corresponds to neurocognitive impairment among individuals infected with clade C disease. Therefore, therapeutic strategies to reduce the HIV-1 proviral DNA reservoir in lymphocytes may improve neurocognitive outcomes in PLWH.Entities:
Keywords: HAND; HIV-1 proviral DNA; Lymphocytes
Year: 2020 PMID: 32737863 PMCID: PMC7717048 DOI: 10.1007/s13365-020-00882-9
Source DB: PubMed Journal: J Neurovirol ISSN: 1355-0284 Impact factor: 2.643
Clinical and demographic characteristics of the cohort
| Neurocognitive status | |||
|---|---|---|---|
| Age | 31.5 (5.55) | 31.53 (4.70) | 0.42 |
| CD4 T-lymphocytes | 243.36 (179.15) | 221.56 (158.34) | 0.77 |
| CD14+ | 13.99 (0.62) | 14.12 (0.62) | 0.10 |
| Plasma RNA viral load | 96,973.29 (242238) | 203,139 (545673) | 0.05 |
| CD45 | 1502.04 (702.03) | 1515.69 (690.73) | 0.45 |
| CD4:CD8 ratio | 0.31 (0.21) | 0.28 (0.18) | 0.33 |
Fig. 1Standard curve used to estimate HIV-1 DNA copies in lymphocytes per reaction. The standard curve was generated by Bio-Rad CFX manager 3.1 using a tenfold dilution of the HIV-1 pMJ4 template, assayed in triplicate from 2.5 to 250,000 copies. Cq is plotted against the log of the starting quantity of template for each dilution. The calculated amplification efficiency was 97.4% with a slope of − 3.49 and the R2 value was 0.998. The y-intercept was 38.8 cycles
Fig. 2Standard curve to assess CCR5 genome copies in as cell number equivalence per reaction. The standard curve was generated by Bio-Rad CFX manager 3.1 using a 10-fold dilution of CCR5 plasmid template, assayed in triplicate from 8 to 800,000 copies. Cq is plotted against the log of the starting quantity of template for each dilution. The calculated amplification efficiency was 95.7% with a slope of − 3.429 and the R2 value was 1.000. The y-intercept was 40.17 cycles
Proviral HIV-1DNA (copies/million cells) Mean differences between impaired and non-impaired groups
| Group | Obs | Mean | Std. Err. | Std. Dev. | [95% Conf. Interval] | |
|---|---|---|---|---|---|---|
| Normal | 93 | 240.3763 | 29.31945 | 282.7466 | 182.1454 | 298.6073 |
| Impaired | 54 | 419.7593 | 82.8949 | 609.1506 | 253.4932 | 586.0254 |
| Combined | 147 | 306.2721 | 36.19747 | 438.871 | 234.7334 | 377.8108 |
| Diff | − 179.3829 | 73.85678 | − 325.3578 | − 33.40798 | ||
| diff = mean(normal) - mean(impaired) | ||||||
| Ho: diff = 0 | Degrees of freedom | 145 | ||||
| Ha: diff < 0 | Ha: diff! = 0 | Ha: diff > 0 | ||||
| Pr(T < t) = 0.0082 | Pr(T > t) = 0.0164 | Pr(T > t) = 0.9918 | ||||
| Effect Size | Estimate | [95% Conf. Interval] | ||||
| Cohen’s d | −0 .4155383 | − 0.7535504 | − 0.0761216 | |||
| ttest hivdnacopiespermillion, by(sex) | ||||||
| Group | Obs | Mean | Std. Err. | Std. Dev. | [95% Conf. Interval] | |
| Female | 121 | 276.1901 | 32.75203 | 360.2723 | 211.3433 | 341.0368 |
| Male | 24 | 455.75 | 146.7344 | 718.849 | 152.2067 | 759.2933 |
| Combined | 145 | 305.9103 | 36.68911 | 441.7954 | 233.3916 | 378.4291 |
| Diff | − 179.5599 | 97.92037 | − 373.1184 | 13.99852 | ||
| Diff = mean(female)—mean(male) | ||||||
| Ho: diff = 0 | degrees of freedom | 143 | ||||
| Ha: diff < 0 | Ha: diff! = 0 | Ha: diff > 0 | ||||
| Pr(T < t) = 0.0344 | Pr(|T| > |t|) = 0.0688 | Pr(T > t) = 0.9656 | ||||
| Group | Obs | Mean | Std. Err. | Std. Dev. | [95% Conf. Interval] | |
| regress hivdnacopiespermillion age c.trt c.diag c.sex c.trt#c.diag | ||||||
| Source | SS | df | MS | Number of obs = | 140 | |
| F(5, 134) = 2.81 | ||||||
| Model | 2,644,010.25 | 5,528,802.051 | Prob > F | = 0.0191 | ||
| Residual | 25,231,809.5 | 134,188,297.086 | R-squared = | 0.0948 | ||
| Adj | ||||||
| Total | 27,875,819.7 | 139,200,545.466 | Root MSE | = 433.93 | ||
| HIV DNA copies per million | Coef. | Std. Err. | t | P > t | [95% Conf. Interval] | |
| Age | − 7.974611 | 7.111015 | − 1.12 | 0.264 | − 22.03896 | 6.089739 |
| trt | − 77.94466 | 123.3087 | − 0.63 | 0.528 | − 321.8278 | 165.9385 |
| Diag | 219.8801 | 84.31013 | 2.61 | 0.010 | 53.1294 | 386.6309 |
| Sex | 163.603 | 100.6832 | 1.62 | 0.107 | − 35.53074 | 362.7368 |
| c.trt#c.diag | − 191.853 | 202.5405 | − 0.95 | 0.345 | − 592.4428 | 208.7368 |
| _cons | 322.6054 | 248.1464 | 1.30 | 0.196 | − 168.185 | 813.3958 |
| estat esize, omega | ||||||
| Effect sizes for linear models | ||||||
| Source | Omega-Squared | df | [95% Conf. Interval] | |||
| Model | 0.0610753 | 5 | 0 | 0.1363377 | ||
| Age | 0.0019048 | 1 | 0 | 0.0583753 | ||
| trt | 0 | 1 | 0 | 0.0395842 | ||
| Diag | 0.0412042 | 1 | 0 | 0.1275637 | ||
| Sex | 0.0120052 | 1 | 0 | 0.0798124 | ||
| c.trt#c.diag | 0 | 1 | 0 | 0.051502 | ||
Fig. 3Box plots of HIV-1DNA copies per million cells by diagnosis showing significantly higher HIV-1 DNA in impaired participants than Non-impaired participants (p = 0.016)
The effect of proviral HIV-1 DNA on cognitive subdomains
| . regress hvltlearning hivdnacopiespermillion age ib0.treated ib1.Male | |||||
| hvltlearning | Coef. | Std. Err. | t | P> t | [95% Conf. Interval] |
| hivdnacopiespermillion | − 0.0006601 | 0.0003314 | − 1.99 | 0.049 | − 0.0013159 − 4.34e-06 |
| vAge | 0.0178903 | 0.0279508 | 0.64 | 0.523 | − 0.0374236 0.0732041 |
| Treated | 0.0188188 | 0.3955378 | 0.05 | 0.962 | − 0.7639389 .8015765 |
| Male | − 0.2521731 | 0.3997102 | − 0.63 | 0.529 | − 1.043188 0.5388416 |
| _cons | 3.152604 | 0.9872715 | 3.19 | 0.002 | 1.198823 5.106385 |
| . regress hvltrecall hivdnacopiespermillion age ib0.treated ib1.Male | |||||
| hvltrecall | Coef. | Std. Err. | t | P> t | [95% Conf. Interval] |
| hivdnacopiespermillion | − 0.000786 | 0.0003986 | − 1.97 | 0.051 | − 0.0015747 2.75e-06 |
| age | 0.0107152 | 0.0336163 | 0.32 | 0.750 | − .0558105 0.0772409 |
| treated | − 0.3670706 | 0.4757116 | − 0.77 | 0.442 | − 1.30849 .5743487 |
| Male | .0651162 | 0.4807297 | 0.14 | 0.892 | − .8862338 1.016466 |
| _cons | 7.304685 | 1.187387 | 6.15 | 0.000 | 4.954881 9.65449 |
| . regress wmsmentalcontrol hivdnacopiespermillion age ib0.treated i.b1.Male | |||||
| wmsmentalcontrol | Coef. | Std. Err. | t | P > t | [95% Conf. Interval] |
| hivdnacopiespermillion | − 0.0020123 | 0.0011596 | − 1.74 | 0.085 | − 0.0043071 0.0002826 |
| age | − 0.0521593 | 0.0978096 | − 0.53 | 0.595 | − 0.2457216 0.141403 |
| treated | − 0.1953722 | 1.384124 | − 0.14 | 0.888 | − 2.934512 2.543768 |
| Male | − 3.851276 | 1.398724 | − 2.75 | 0.007 | − 6.619311 - 1.083242 |
| _cons | 3.454805 | 8.37 | 0.000 | 22.08527 35.75918 | |
| . regress waisiiidigitsymbol hivdnacopiespermillion age ib0.treated i.b1Male | |||||
| waisiiidigitsymbol | Coef | Std. Err. | t | P > t | [95% Conf. Interval] |
| hivdnacopiespermillion | − 0.0023023 | 0.0025599 | − 0.90 | 0.370 | − 0.0073683 0.0027636 |
| age | 0.0760948 | 0.215916 | 0.35 | 0.725 | − 0.3511966 0.5033861 |
| treated | − 1.97488 | 3.055471 | − 0.65 | 0.519 | − 8.021569 4.071808 |
| Male | − 8.138507 | 3.087703 | − 2.64 | 0.009 | − 14.24898 - 2.028034 |
| _cons | 38.19324 | 7.055488 | 5.41 | 0.000 | 24.23063 52.15584 |
| . regress waisiiisymbolsearch hivdnacopiespermillion age ib0.treated ib1.Male | |||||
| waisiiisymbolsearch | Coef. | Std. Err. | t | P > t | [95% Conf. Interval] |
| hivdnacopiespermillion | − 0.0025437 | 0.001191 | − 2.14 | 0.035 | − 0.0049007 -0.0001868 |
| age | − 0.0048388 | 0.1004548 | − 0.05 | 0.962 | − 0.2036359 0.1939583 |
| treated | − 1.049958 | 1.421557 | − 0.74 | 0.462 | − 3.863176 1.763261 |
| Male | − 3.101115 | 1.436552 | − 2.16 | 0.033 | − 5.944009 -0.2582203 |
| _cons | 21.3853 | 3.282562 | 6.51 | 0.000 | 14.8892 27.88139 |