Review Article

Comparing SARS-CoV-2 Viral Load in Human Saliva to Oropharyngeal Swabs, Nasopharyngeal Swabs, and Sputum: A Systematic Review and Meta-Analysis

Table 4

Study characteristics of SARS-CoV-2 viral load in saliva compared with OPS, NPS, and sputum indicated by CT value.

AuthorReferenceStudy designViral load (CTvalue)SD and IQRMethod to detect viral loadSaliva sample source% SARS-CoV-2 positiveTotal cohort sizeDays onsetSymptomaticAsymptomatic

Babady (2021)[10]Cross-sectionalSaliva mean and median: 27.9SD saliva: 11.1RT-PCRBringing up saliva from the back of the throat and garglingSaliva: 12.3%
OPS: 10.5%
NPS: 11.6%
285NRNRNR
OPS mean: 28.6 median: 28.9IQR saliva: 22.2–36.6
NPS mean: 21.75 and median: 22.6SD OPS: 6.3
IQR OPS: 24.2–32.3
SD NPS: 4.5
IQR NPS: 18.5–24.3

Can (2021)[12]Retrospective cohortSaliva median: 29.89; mean: 29.9IQR: 28.54–31.27RT-PCRDroolingSaliva: 0.33%48120–12NRNR
Sputum median: 30; mean: 32.1SD: 2.2Sputum: 0.25%
Oronasopharynx: median: 25.5; mean: 26.6IQR: 25.85–39.92
SD: 11.8Oronasopharynx: 0.25%
IQR: 17.37–36.74
SD: 16.2

Colavita (2020)[40]Case reportSaliva mean: 39.6SD saliva: 5.86RT-PCRNRSaliva: 100%20–30NRNR
NPS mean: 39.15SD NPS: 9.26NPS: 100%
Throat mean: 34.85SD throat swab: 7.01Throat: 100%
Sputum: 32.1SD sputum: 12.36Sputum: 50%

Fan (2020)[41]Cross-sectionalHock-a-loogie saliva median: 30; sputum median: 31IQR NRRT-PCRDeep cough 3–5 times and then spitting hock-a-loogie saliva88.90%428NRNR
Throat: median: 35SD NR
Mean of samples: NR

Hanege (2020)[34]Cross-sectionalSaliva mean: 30.97SD saliva: 1.56RT-PCRNRSaliva: 76.3% NPS: 100%38NRSaliva CT value mean: 31.27Saliva CT value mean: 29.73
NPS mean: 27.98SD NPS: 4.29SD: 1.74 n = 15SD: 0.7 n = 4

Justo (2021)[42]Retrospective cohortSaliva mean: 26.48SD saliva: 5.65RT-PCRSelf-collection in sterile tube, avoiding mucous secretions from the oropharynx and sputumSaliva: 52.63%761–9n = 76 viral load: NRND
NPS mean: 21.42SD NPS: 4.10NPS: 54%

Kim (2020)[43]Cross-sectionalSaliva median: 32 mean: 32.8IQR saliva: 28–38rRT-PCRSelf-collection using spectrum solutions LLC SDNA-1000 saliva collection deviceSaliva: 53%
NPS: 93%
151–11Saliva CT value mean: 31.76Saliva CT value mean 37.57
NP/OP median: 33; mean: 31.5SD saliva: 8.9Sputum: 53%SD: 5.55 n = 13SD: 6
n = 2
Sputum median: 29IQR NP/OP: 27–35
Mean: 30.5SD NP/OP: 6.6
IQR sputum: 24–38
SD sputum: 12.5

Pasomsub (2021)[44]Cross-sectionalSaliva median ORF1ab: 32.7; mean: 32IQR orf1ab saliva: 28.5–35RT-PCRSelf-collection in sputum collection container (void of coughing)Saliva: 9% NPS/throat: 9.5%2002–11NRNR
median N gene: 31.8SD: 5.2
Mean: 31.3IQR N gene saliva: 28.4–33.7
NPS/throat median ORF1ab: 32 mean: 31.2SD: 4.3 IQR ORF1ab NPS/throat: 27.4–34.3
median N gene: 30.5SD: 5.5
Mean: 29.6IQR N gene NPS/throat: 26.1–32.3
SD: 5

Procop (2020)[45]Cross-sectionalSaliva mean: 24.16SD saliva: 4.80RT-PCRSaliva collected via spitting, via nose (by “snuffing” or “snorting” to pull nasal secretion into mouth) and via coughing to produce phlegm or secretionsSaliva: 18.06%216NRn = 216 viral load: NRND
NPS mean: 20.55SD NPS: 5.36NPS: 17.6%

Teo (2021)[46]Prospective cohortSaliva tests (n = 209) mean: 26.7SD saliva: 4.5RT-PCRTilt head back, clear the throat and nose, and spit the saliva into the collection bottle. The steps were repeated until the required volume (2 mL) was achievedSaliva: 62%2000–33Saliva tests (n = 145)Saliva tests (n = 64)
NPS tests (n = 150) mean: 30.07SD NPS: 4NPS: 44.5%(337 sets of tests)CT value mean: 25.7CT value mean: 28.4
SD: 4.6SD: 4.7
Patients (n = 88)Patients (n = 112)

Yee (2021)[15]Prospective cohortSaliva samples (n = 127) mean: 21.5Range saliva: 17.9–26.3qRT-PCRGently rubbing the outside of the cheeks and spitting without coughing or clearing throatsSaliva: 26.33%3000–43n = 30n = 30
NPS samples (n = 127) mean: 23.8SD: 2.1NPS: 29%Viral load: NRViral load: NR
Range NPS: 21.3–29.0
SD: 1.93

Yokota (2021)[47]Prospective cohortSaliva median: 28.9 mean: 28.51IQR saliva: 23.1–33.6qRT-PCRSelf-collectedSaliva: 90% NPS: 81%421–12n = 42ND
NPS median: 27.4; mean: 28.15SD saliva: 8.09Viral load: NR
IQR NPS: 21.3–35.6
SD NPS: 11.07

Yoon 2020[48]Case reportSaliva mean: 31.41SD saliva: 6.37rRT-PCRSelf-collectedSaliva, NPS, OPS, and sputum 100%21–9n = 2ND
NPS mean: 25.59SD NPS: 6.49Viral load: NR
OPS mean: 30.51SD OPS: 4.84
Sputum mean: 26.55SD sputum: 4.67

All median values, if present, are original and obtained from the publication. Authors were contacted for the original dataset. NR = not reported, NA = not applicable, ND = not detected, NPS = nasopharyngeal swab, OPS = oropharyngeal swab, SD = standard deviation, and IQR = interquartile range.