1. Background
2. Objectives
3. Methods
3.1. Study Population
3.2. Sample Collection and Processing
3.3. Genomic DNA Isolation
3.4. Amplification of SARS-CoV-2 Genomic DNA Via Real-Time PCR
| Assay Use and Polarity | Name | Sequences |
|---|---|---|
| RNase P | ||
| Forward primer | RP2-F | AGA TTT GGA CCT GCG AGC G |
| Reverse primer | RP2-R | GAG CGG CTG TCT CCA CAA GT |
| Probe | RP2-probe | ROX- TTC TGA CCT GAA GGC TCT GCG CG -BBQ |
| E | ||
| Forward primer | E-Sarbeco | ACA GGT ACG TTA ATA GTT AAT AGC GT |
| Reverse primer | E-Sarbeco | ATA TTG CAG CAG TAC GCA CAC A |
| Probe | E-Sarbeco | FAM- ACA CTA GCC ATC CTT ACT GCG CTT CG -BBQ |
| N | ||
| Forward primer | N-Pearson | CCA GAA TGG AGA ACG CAG T |
| Reverse primer | N-Pearson | TGA GAG CGG TGA ACC AAG A |
| Probe | N-Pearson | Cy5- GCG ATC AAA ACA ACG TCG GCC CC -BBQ |
| RdRp | ||
| Forward primer | RdRP-SARSr | GTG ARA TGG TCA TGT GTG GCG G |
| Reverse primer | RdRP-SARSr | CAR ATG TTA AAS ACA CTA TTA GCA TA |
| Probe | RdRP-SARSr | VIC- CAG GTG GAA CCT CAT CAG GAG ATG C -BBQ |
Abbreviations: RNase P, ribonuclease P; E, envelope; N, nucleocapsid; RdRp, RNA-dependent RNA polymerase.
3.5. Statistical Analysis
4. Results
| Parameters | Male | Female | Total | P-Value a |
|---|---|---|---|---|
| Non-hospitalized patients with COVID-19 (group 1) | ||||
| No. (%) | 17 (42.5) | 23 (57.5) | 40 (100.0) | - |
| Age; mean (range) | 37.4 ± 8.3 (29 - 53) | 35.2 ± 12.8 (22 - 63) | 36.1 ± 11.0 (22 - 63) | 0.055 |
| Hospitalized patients with COVID-19 (group 2) | ||||
| No. (%) | 27 (67.5) | 13 (32.5) | 40 (100.0) | - |
| Age; mean (range) | 60.3 ± 19.2 (13 - 85) | 64.5 ± 17.3 (28 - 92) | 61.6 ± 18.4 (13 - 92) | 0.942 |
| Healthy controls (group 3) | ||||
| No. (%) | 17 (42.5) | 23 (57.5) | 40 (100.0) | - |
| Age; mean (range) | 34.4 ± 5.7 (25 - 40) | 42.4 ± 9.1 (25 - 51) | 39.0 ± 8.7 (25 - 51) | < 0.001 b |
a Mann-Whitney U test.
b Statistically significant.
| Parameters | Group 11 | Group 22 | Group 33 | P-Value b, c |
|---|---|---|---|---|
| Male/female ratio | 17/23 | 27/13 | 17/23 | 0.036 |
| Fever | 33 (82.5) | 34 (85.0) | 0 (0.0) | < 0.001 |
| Chills | 24 (60.0) | 25 (62.5) | 0 (0.0) | < 0.001 |
| Headache | 24 (60.0) | 27 (67.5) | 0 (0.0) | < 0.001 |
| Weakness | 7 (17.5) | 16 (40.0) | 0 (0.0) | 0.008 |
| Skeletal pain | 26 (65.0) | 29 (72.5) | 0 (0.0) | < 0.001 |
| Chest pain | 15 (37.5) | 19 (47.5) | 0 (0.0) | < 0.001 |
| Shortness of breath | 11 (27.5) | 17 (42.5) | 0 (0.0) | 0.002 |
| Dry cough | 24 (60.0) | 25 (62.5) | 0 (0.0) | < 0.001 |
| Sputum cough | 3 (7.5) | 6 (15.0) | 0 (0.0) | 0.001 |
| Deceased smell | 6 (15.0) | 5 (12.5) | 0 (0.0) | < 0.001 |
| Deceased taste | 9 (22.5) | 10 (25.0) | 0 (0.0) | < 0.001 |
| Runny nose | 24 (60.0) | 6 (15.0) | 0 (0.0) | < 0.001 |
| Cape of nose | 25 (62.5) | 12 (30.0) | 0 (0.0) | < 0.001 |
| Diabetes | 0 (0.0) | 13 (32.5) | 0 (0.0) | < 0.001 |
| Bleeding stomach | 4 (10.0) | 2 (5.0) | 0 (0.0) | 0.025 |
| Gastrointestinal symptom | 22 (55.0) | 8 (20.0) | 0 (0.0) | < 0.001 |
a Values are expressed as No. (%).
b Chi-square test.
c P-values are significant at 0.05.
| Parameters | Group 1 b | Group 2 c | P-Value d, e |
|---|---|---|---|
| Male/female ratio | 17/23 | 27/13 | 0.021 |
| Positive result of PCR for SARS-CoV-2, day | 0.659 | ||
| ≤ 15 | 35 (87.5) | 32 (80.0) | |
| 16 - 30 | 3 (7.5) | 5 (12.5) | |
| 31 - 45 | 2 (5.0) | 3 (7.5) | |
| Fever | 33 (82.5) | 34 (85.0) | < 0.001 |
| Chills | 24 (60.0) | 25 (62.5) | 0.090 |
| Headache | 24 (60.0) | 27 (67.5) | 0.012 |
| Weakness | 7 (17.5) | 16 (40.0) | 0.390 |
| Skeletal pain | 26 (65.0) | 29 (72.5) | 0.022 |
| Chest pain | 15 (37.5) | 19 (47.5) | 0.039 |
| Shortness of breath | 11 (27.5) | 17 (42.5) | 0.500 |
| Dry cough | 24 (60.0) | 25 (62.5) | 0.036 |
| Sputum cough | 3 (7.5) | 6 (15.0) | 0.033 |
| Deceased smell | 6 (15.0) | 5 (12.5) | 0.057 |
| Deceased taste | 9 (22.5) | 10 (25.0) | 0.006 |
| Runny nose | 24 (60.0) | 6 (15.0) | < 0.001 |
| Nasal congestion | 25 (62.5) | 12 (30.0) | < 0.001 |
| Diabetes | 0 (0.0) | 13 (32.5) | < 0.001 |
| Bleeding stomach | 4 (10.0) | 2 (5.0) | 0.259 |
| Gastrointestinal symptoms | 22 (55.0) | 8 (20.0) | < 0.001 |
a Values are expressed as No. (%).
b Non-hospitalized patients with COVID-19.
c Hospitalized patients with COVID-19.
d Fisher’s exact test except for positive result of PCR for SARS-CoV-2 (chi-square test).
e P-values are significant at 0.05.
| Parameters | Group 1 b | Group 2 c | Group 3 d | P-Value e, f |
|---|---|---|---|---|
| Male/female ratio | 17/23 | 27/13 | 17/23 | 0.036 |
| WBC | 7.9 ± 1.0 (5.7 - 9.6) | 7.4 ± 5.3 (2.0 - 32.4) | 7.6 ± 1.4 (4.1 - 9.7) | 0.051 |
| RBC | 4.4 ± 0.4 (3.4 - 5.1) | 4.3 ± 1.1 (1.0 - 7.0) | 4.4 ± 0.4 (3.4 - 5.4) | 0.665 |
| Hb | 13.6 ± 1.2 (11.8 - 15.4) | 12.7 ± 3.6 (1.6 - 20.6) | 13.7 ± 1.4 (10.6 - 16.5) | 0.054 |
| Hct | 41.4 ± 3.8 (35 - 48) | 37.5 ± 9.4 (7.6 - 59.2) | 41.9 ± 4.4 (32 - 49) | 0.001 |
| Platelet | 240 ± 108 (105 - 437) | 184.1 ± 110.1 (20 - 571) | 242.8 ± 113.2 (115 - 465) | 0.004 |
| INR | 1.0 ± 0.1 (0.9 - 1.3) | 1.3 ± 0.7 (1.0 - 5.3) | 1.0 ± 0.1 (0.8 - 1.2) | 0.001 |
| PTT | 30.0 ± 3.2 (26 - 38) | 36.7 ± 14.4 (24 - 84) | 30.1 ± 4.0 (24 - 38) | 0.021 |
| FBS | 86.3 ± 9.3 (77 - 110) | 175.4 ± 121.6 (77 - 512) | 81.8 ± 8.3 (69 - 102) | < 0.001 |
| Urea | 20.5 ± 4.2 (14 - 31) | 25.2 ± 14.3 (7 - 77) | 19.8 ± 4.0 (14 - 29) | 0.186 |
| Cr | 0.93 ± 0.2 (0.5 - 1.2) | 2.3 ± 4.2 (0.6 - 20) | 0.96 ± 0.2 (0.5 - 1.2) | 0.009 |
| AST | 17.6 ± 9.4 (9 - 33) | 56.0 ± 32.0 (19 - 154) | 14.7 ± 5.0 (9 - 24) | < 0.001 |
| ALT | 19.5 ± 10.1 (10 - 39) | 47.0 ± 30.6 (10 - 145) | 16.4 ± 5.2 (10 - 27) | < 0.001 |
| LDH | 262 ± 90.0 (120 - 439) | 658.0 ± 332.0 (121 - 1479) | 222.7 ± 89.4 (109 - 430) | < 0.001 |
| CPK | 61.5 ± 36.3 (24 - 143) | 201.9 ± 503.4 (19 - 3200) | 58.2 ± 31.8 (22 - 140) | 1.000 |
| ALP | 92.4 ± 43.2 (41 - 178) | 301.2 ± 529.5 (45 - 3431) | 91.1 ± 34.3 (40 - 135) | < 0.001 |
| Na | 140 ± 2.8 (136 - 145) | 136 ± 4.6 (115 - 146) | 140 ± 2.7 (134 - 145) | < 0.001 |
| K | 4.0 ± 0.5 (3.3 - 5.0) | 4.1 ± 0.8 (2.0 - 5.7) | 4.0 ± 0.4 (3.3 - 5.4) | 0.126 |
| Ca | 10.0 ± 0.6 (9.0 - 11.2) | 8.7 ± 0.7 (6.5 - 10.2) | 9.9 ± 0.7 (8.9 - 11.0) | < 0.001 |
| Ph | 4.0 ± 0.6 (2.8 - 4.9) | 2.8 ± 0.9 (1.6 - 5.8) | 4.0 ± 0.4 (3.0 - 4.8) | < 0.001 |
| CRP | 7.2 ± 3.2 (2.0 - 12.0) | 26.0 ± 13.0 (4 - 48) | 1.7 ± 0.7 (1.0 - 3.0) | < 0.001 |
| Vitamin D | 23.4 ± 10.5 (11 - 44) | 25.5 ± 12.7 (6 - 47) | 33.3 ± 16.0 (11 - 65) | 0.006 |
Abbreviations: WBC, white blood cell; RBC, red blood cell; Hb, hemoglobin; Hct, hematocrit; FBS, fast blood sugar; PTT, partial thromboplastin time; AST, aspartate aminotransferase; ALT, alanine aminotransferase; CPK, creatine phosphokinase; ALP, alkaline phosphatase; Cr, creatinine; LDH, lactate dehydrogenase; Na, sodium; K, potassium; Ca, calcium; CRP, C-reactive protein; Ph, phosphorus.
a Values are expressed as mean ± SD.
b Non-hospitalized patients with COVID-19.
c Hospitalized patients with COVID-19.
d Healthy controls individuals.
e Mann-Whitney U except for male/female ratio (chi-square test).
f P-values are significant at 0.05.