| Literature DB >> 28174739 |
David S Campo1, Ha-Jung Roh1, Brian L Pearlman2, Daniel S Fierer3, Sumathi Ramachandran1, Gilberto Vaughan1, Andrew Hinds4, Zoya Dimitrova1, Pavel Skums1, Yury Khudyakov1.
Abstract
BACKGROUND & AIMS: The host genetic environment contributes significantly to the outcomes of hepatitis C virus (HCV) infection and therapy response, but little is known about any effects of HCV infection on the host beyond any changes related to adaptive immune responses. HCV persistence is associated strongly with mitochondrial dysfunction, with liver mitochondrial DNA (mtDNA) genetic diversity linked to disease progression.Entities:
Keywords: AUC, area under the curve; Disease Biomarkers; HCC, hepatocellular carcinoma; HCV, hepatitis C virus; HIV, human immunodeficiency virus; HVS, hypervariable segment; IFN, interferon; NGS, next-generation sequencing; Noninvasive; PCR, polymerase chain reaction; ROC, receiver operating characteristic; mtDNA; mtDNA, mitochondrial DNA; pegIFN, peginterferon
Year: 2016 PMID: 28174739 PMCID: PMC5042856 DOI: 10.1016/j.jcmgh.2016.05.012
Source DB: PubMed Journal: Cell Mol Gastroenterol Hepatol ISSN: 2352-345X
Mean Values for All Samples of Each Group
| Samples, n | Nucleotide diversity, mean (SEM) | Nucleotide diversity, median | Sequences, n (SEM) | Reads, n (SEM) | Major sequence, % (SEM) | Mutants, % (SEM) | |
|---|---|---|---|---|---|---|---|
| Controls HVS1 | 50 | 1.99E-05 (6.08E-06) | 0.00E+00 | 1.52 (0.19) | 865.20 (187.65) | 99.57 (0.13) | 0.43 (0.13) |
| Acute HVS1 | 18 | 8.25E-05 (2.10E-05) | 7.15E-05 | 2.11 (0.28) | 1092.61 (126.43) | 98.25 (0.43) | 1.75 (0.43) |
| Chronic HVS1 | 46 | 1.96E-03 (2.04E-04) | 2.16E-03 | 559.22 (87.46) | 3686.41 (579.88) | 64.76 (3.26) | 35.24 (3.26) |
| Controls HVS2 | 50 | 2.67E-04 (3.22E-05) | 2.33E-04 | 3.06 (0.20) | 352.98 (40.97) | 93.07 (0.85) | 6.93 (0.85) |
| Acute HVS2 | 18 | 1.23E-04 (4.61E-05) | 7.77E-05 | 2.00 (0.20) | 202.06 (45.07) | 96.79 (1.21) | 3.21 (1.21) |
| Chronic HVS2 | 46 | 1.07E-03 (1.29E-04) | 7.05E-04 | 86.37 (21.35) | 1119.76 (152.32) | 76.59 (2.66) | 23.41 (2.66) |
| Total | 228 | 6.90E-04 (6.92E-05) | 2.32E-04 | 131.58 (23.08) | 1339.02 (150.99) | 86.16 (1.24) | 13.84 (1.24) |
Figure 1Monte–Carlo sampling. (A) HVS1 and (B) HVS2 samples.
Figure 2K-step networks of 2 HCV samples. Each node is a different mtDNA HVS1 variant and 2 nodes are linked if they differ in a single nucleotide. The size of the node is proportional to the square root of the frequency of that particular variant. The grey node is the major variant and the black nodes are mutant variants. (A) Acute sample from an individual with mtDNA nucleotide diversity close to the median of the acute group (7.15E-05). (B) Chronic sample from an individual with mtDNA nucleotide diversity close to the median of the chronic group (2.16E-03).
Figure 3Box plot of the nucleotide diversity values of mtDNA samples.
Figure 4ROC curve of the mtDNA nucleotide diversity binary classifier.
Classification Performance of a Nucleotide Diversity Cut-Off Value
| Ratio of the means | Independent samples, median test ( | AUC | Sensitivity (%) | Specificity (%) | Nucleotide diversity cut-off value | |
|---|---|---|---|---|---|---|
| Chronic HVS1/ acute HVS1 | 23.71 | .0001 | 0.9577 | 100 | 84.78 | 3.20E-04 |
| Chronic HVS1/ controls HVS1 | 98.53 | .0001 | 0.9887 | 100 | 91.3 | 2.20E-04 |
| Acute HVS1/ controls HVS1 | 4.16 | .001 | 0.7172 | 82 | 61.11 | 5.00E-05 |
Figure 5mtDNA diversity of 2 followed up HCV samples. (A) Monte–Carlo sampling and nucleotide diversity. (B) Nucleotide diversity on 2 patients who were followed up. The values of patient A are shown in grey, whereas the values of patient B are shown in black. (C and D) K-step networks. Each node is a different mtDNA HVS1 variant and 2 nodes are linked if they differ in a single nucleotide. The size of the node is proportional to the square root of the frequency of that particular variant. The gray nodes correspond to mtDNA variants that were found before and after therapy. White nodes correspond to mtDNA variants that were present only before therapy.