Keywords
SARS-CoV-2, COVID-19, interferon-gamma release assay, T cell-mediated, IFN-γ
response
Running title: SARS-CoV-2 interferon-gamma release assay
*Corresponding Author:
Niaz Banaei MD
3375 Hillview Ave, Rm. 1602,
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
NOTE: This preprint reports new research that has not been certified by peer review and should not be used to guide clinical practice.
2
Palo Alto, Ca 94304
Phone 650-736-8052
Fax 650-725-5671
[email protected]
Alternative corresponding author:
Kanagavel Murugesan PhD
3375 Hillview Ave
Palo Alto, Ca 94304
Phone 650-660-5277
Fax 650-725-5671
[email protected]
Key points:
SARS-CoV-2 immunodiagnostics are needed to identify infected individuals in order to
understand the transmission dynamics of emerging variants and to assess vaccine response.
Interferon-gamma release assay maintains sensitivity 10 months post-infection in convalescents
and detects more household contacts than IgG.
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
3
Abstract
Background. An immunodiagnostic assay that sensitively detects a cell -mediated immune
response to SARS-CoV-2 is needed for epidemiological investigation and for clinical assessment
of T cell-mediated immune response to vaccines, particularly in the context of emerging variants
that might escape antibody responses.
Methods. The performance of a whole blood interferon-gamma (IFN-γ) release assay (IGRA) for
the detection of SARS -CoV-2 antigen-specific CD4 and CD8 T cells was evaluated in COVID-19
convalescents tested serially up to 10 months post-infection and in healthy blood donors. SARS-
CoV-2 IGRA was applied in contacts of households with index cases . Freshly collected blood in
the lithium heparin tube was left unstimulated, stimulated with a SARS-CoV-2 peptide pool, and
stimulated with mitogen.
Results. The overall se nsitivity and specificity of IGRA were 8 4.5% (153/181; 95% confidence
interval [CI] 79.0-89.0) and 86 .6% (123/142; 95% CI; 80.0-91.2), respectively. The sensitivity
declined from 100% (16/16; 95% CI 80.6-100) at 0.5-month post-infection to 79.5% (31/39; 95%
CI 64.4-89.2) at 10 months post-infection (P<0.01). The IFN-γ response remained relatively robust
at 10 months post-infection (3.8 vs. 1.3 IU/mL, respectively). In 14 households, IGRA showed a
positivity rate of 100% (12/12) and 65.2% (15/23), and IgG of 50.0% (6/12) and 43.5% (10/23) in
index cases and contacts, respectively, exhibiting a difference of +50% (95% CI +25.4-+74.6) and
+21.7% (95% CI, +9.23-+42.3), respectively. Either IGRA or IgG was positive in 100% (12/12) of
index cases and 73.9% (17/23) of contacts.
Conclusions. The SARS-CoV-2 IGRA is a useful clinical diagnostic tool for assessing cell-mediated
immune response to SARS-CoV-2.
Keywords
IGRA, COVID-19, T-cell response, Immunocompromised patients, whole blood assay
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
4
Introduction
The emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has demanded
the development of sensitive laboratory diagnostics to detect active and remote infections to
control the pandemic. In the arena of immunodiagnostics, serologic a ssays that probe antibody
responses to SARS -CoV-2 are far more utilized than assays that measure T cell responses.
However, serological tests for anti-SARS-CoV-2 antibodies may not accurately predict the
magnitude and durability of T cell-mediated immune response to SARS-CoV-2, [1], particularly in
immunocompromised patients with impaired B cell function [2, 3]. Recent studies have shown
that T cell responses are more sensitive markers of past SARS -CoV-2 infection compared with
antibody response s and postulated to represent a correlate of protective immunity [4, 5] .
Furthermore, T cell responses are more robust than antibody responses in convalescents with
mild or asymptomatic COVID-19 infection [6, 7]. Thus, clinical T cell assays for SARS-CoV-2 are
needed to evaluate individuals for the cell-mediated immune response against SARS-CoV-2 as
evidence for past infection and immune response to vaccination [8].
Interferon gamma release assay (IGRA) is an in vitro blood diagnostic used clinically to measure
IFN-γ released by antigen-specific T cells after stimulation with pathogen-specific peptides. IGRA
is best known for its role in diagnosing latent Mycobacterium tuberculosis infection [9, 10] in
which either purified or whole blood mononuclear cells are stimulated overnight followed by IFN-
γ enzyme-linked immunosorbent spot or ELISA, respectively, to measure IFN -γ response from
sensitized T cells [11].
Recently, we and another group reported on the accuracy of a laboratory-developed whole blood
IGRA for the detection of the SARS -CoV-2 specific T cell responses in convalescents weeks after
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
5
infection [12, 13]. Since then, our assay has been further optimized with commercial peptide
pools and simplified with in -tube stimulation, and offered clinically in a CLIA laboratory at
Stanford Health Care. In this study, we report the longitudinal accuracy of SARS-CoV-2 IGRA up
to 10 months after infection and evaluated its utility in household contacts exposed to an index
case. We show that IGRA response in convalescents is durable and it identifies more infected
household contacts compared with antibody testing.
Methods
Ethics. The two-parent studies which collected blood from infected and exposed individuals were
approved by the Stanford University Institutional Review Board. Informed consent was obtained
before blood collection.
Study design. This was a case-control study to evaluate the longitudinal sensitivity and specificity
of SARS -CoV-2 IGRA (Figure 1). Additionally, the utility of SARS -CoV-2 IGRA was assessed in
household contacts of COVID-19 index cases. Blood samples from outpatient COVID-19 patients
with positive SARS -CoV-2 reverse transcriptase (RT) -PCR enrolled in an IF N-λ vs. placebo
therapeutic clinical trial (referred to as cases) and healthy blood donors with no COVID-19
symptoms (referred to as controls) were tested with SARS-CoV-2 IGRA and IgG ELISA. Cases were
tested at 0.5, 1, 4, 7 and 10 months post-infection between April 6, 2020 and April 30, 2021.
Controls were tested once between May 11 , 2020 and November 11 , 2021 . Based on prior
studies, IFN-λ has been shown to not negatively impact adaptive response to SARS -CoV-2 [14].
Household contacts of RT -PCR-positive COVID -19 index cases with mild COVID -19 from 14
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
6
households were tested with SARS -CoV-2 IGRA and IgG ELISA days after the index case was
diagnosed. Members of each household were tested on the same day.
Specimens. Whole blood was collected in lithium heparin blood collection tube and transported
to the Stanford Health Care Clinical Microbiology Laboratory at room temperature for IGRA
testing. Blood from healthy blood donors was purchased from Stanford Blood Center.
Antigen and Mitogen. The SARS-CoV2 peptide pools consisting of PepTivator SARS-CoV-2 Prot S,
S1, N and M were purchased from Miltenyi Biotec (Bergisch Gladbach, Germany) . Per the
manufacturer, S1 pool consists of 15 -mer peptides overlapping by 11 -residues covering the S1,
while the remaining pools contain 15-mer peptides corresponding to immunodominant epitopes.
Peptides stimulate both CD4 and CD8 T cells. Each 60nmoL vial was reconstituted aseptically in
2mL of sterile de-ionized water and all 4 vials were combined into a single mega pool. For in-tube
stimulation 80µL of the mega pool was dispensed into a BD vacutainer no additive tube (Beckton
Dickenson; city, state). Phytohemagglutinin PHA-P Mitogen (Sigma) was dissolved in sterile de-
ionized water at 1mg/mL. For in-tube stimulation, 50µL was dispensed into a BD Vacutainer No
Additive Tube. Prepared tubes and peptide reagents were stored at -80 ⁰C.
Interferon Gamma Release Assay (IGRA) . SARS-CoV-2 IGRA was performed as described
previously [12]. One mL of freshly collected blood was transferred to a 24 well tissue culture plate
or BD vacutainer with no additive tubes at 1mL per well /tube. One well or tube was left
unstimulated (nil), one well or tube was stimulated with SARS-CoV-2 antigen mega pool at 2.2
mmol/mL, and one well or tube was stimulated with mitogen at 50µL/mL. In-tube stimulation
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
7
was validated using in-plate stimulation as the reference method (Supplementary Figure 1). The
blood samples were mixed gently and incubated at 37 ⁰C with a relative humidity of 95% for 20
to 24 h. Plasma was separated and stored at 4 ⁰C. The IFN-γ concentration was measured with
an automated enzyme -linked immunosorbent assay (ELISA) instrument (DSX; Dynex
Technologies, Chantilly, VA) using the QuantiFERON-TB ELISA kit (Qiagen, Germantown, MD)). A
four-point standard curve was used to calculate IFN -γ concentration in international units
(IU)/mL. IFN-γ response was defined as positive if antigen-nil ≥0.35 IU/mL; negative if antigen-nil
8 IU/mL or antigen -nil <0.35 and
mitogen-nil <0.5 IU/mL.
Enzyme-linked immunosorbent assay (ELISA). Anti-SARS-CoV-2 Spike S1 domain IgG ELISA was
performed on lithium heparin plasma using the EUROIMMUN instrument and reagents (Lübeck,
Germany) per the manufacturer's instructions. The anti-SARS-CoV-2 IgG antibody level was
reported as the ratio of optical density (OD) of the sample over the OD of the calibrator. The
ratio was defined as follows: <0.8 negative; ≥0.8 to <1.1 borderline; ≥1.1 positive.
Statistical Analysis. The Mann -Whitney U test was used to compare median IFN -γ response
between groups. Fisher’s exact test was used to analyze differences between proportions.
Statistical analysis was done with GraphPad Prism 8.0.1 software (San Diego, CA, USA).
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
8
Results
Patient Cohorts
To assess the accuracy of SARS -CoV-2 IGRA longitudinally after natural infection, a total of 94
unique adult COVID-19 convalescents were tested at 0.5 (n=16), 1 (n=8), 4 (n=48), 7 (n=70) and
10 (n=39) months post infection for total of 181 tests. A total o f 142 uninfected healthy blood
donors were tested one time. COVID-19 convalescents had either mild (91%) or asymptomatic
(9%) COVID -19. The median age of COVID -19 convalescents was 38 years (interquartile range
IQR], 29-55 years) and 45% were female. To evaluate the utility of SARS-CoV-2 IGRA in household
contacts on index cases with COVID -19, 12 index cases (index cases from 2 households did not
participate) and 23 contacts belonging to 14 households were tested. Demographic and clinical
characteristics of the household participants are summarized in Table 1 and Supplementary Table
1. The median age of household participants was 46 years ( IQR, 20-62 years) and 49% were
female. The median time between index case RT-PCR positivity and blood collection for this study
was 17 days (IQR, 5-96 days). Six contacts (26.1%) were RT-PCR positive after exposure to index
case but; four of them were RT-PCR positive on the day of sample collection for this study.
Accuracy of SARS-CoV-2 IGRA
In COVID-19 convalescents tested with SARS-CoV-2 IGRA, the overall sensitivity over 10 months
post-infection was 8 4.5% ( 153/181; 95% confidence interval [CI] 79. 0%–89.0%) ( Table 2 and
Figure 2A). When only their first test result is considered, the overall sensitivity was 85.1% (80/94;
95% CI 76.4–91.0). In healthy blood donors the specificity was 86.6% (123/142; 95% CI 80.0-91.2)
(Table 2 and Figure 2A). No indeterminate results were obtained in b oth groups. The sensitivity
at 0.5 and 1-month post infection was 100% and dropped to 79.5% (P<0.01) at 10-months post
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
9
infection (Table 2 and Figure 2A). Compared with median IFN-γ response in healthy blood donors
(0.02 IU/mL, IQR 0.01-0.06), the IFN-γ response was significantly higher in convalescents at 0.5 -
month (3.77 IU/mL, IQR 1.38-6.75, P<0.001), 1-month (2.96 IU/mL, IQR 1.31-6.10, P<0.001), 4-
month (2.15 IU/mL, IQR 0.54-3.53, P<0.001), 7-month (1.16 IU/mL, IQR 0.53-3.86, P<0.001), and
10-month (1.26 IU/mL, IQR 0.38-2.96, P<0.001) post-infection (Figure 2A). Among convalescents,
compared with 0.5-month post-infection, IFN-γ response was not significantly different at 1 and
4-month post-infection (Figure 2A). However, there was a significant decline in IFN-γ response at
7-month (P<0.05), and 10-month (P<0.01) post-infection (Figure 2A).
The overall sensitivity of IgG over 10 months post-infection was 83.9% (152/181; 95% CI 77.9-
88.6) in convalescents. The spe cificity was 97.8% ( 3/181; 95% CI 93.9-99.4) in healthy blood
donors (Table 2 and Figure 2B). The sensitivity was high at 0.5 -month (87.5% [14/16]; 95% CI
63.9-97.8) and 1 -month ( 100% [ 8/8]; 95% CI 67.6-100) post infection compared with 7 1.8%
(28/39; 95% CI 56.2-83.5; P<0.001) at 10-month (Figure 2B). Compared with median IgG OD ratio
in healthy blood donors 0.24 (IQR 0.18-0.32) the median IgG OD ratio was 6.97 (IQR 4.25 -10.36,
P<0.001) at 0.5-month, 9.04 (IQR 8.14-10.06, P<0.001) at 1-month, 3.27 (IQR 1.94-4.52, P<0.001)
at 4-month, 3.11 (IQR 2.2 -5.42, P<0.001) at 7 -month, and 2.07 (IQR 0.94 -4.46, P<0.001) at 10 -
month time point s (Figure 2B ). Compared with 0.5-month post -infection, IgG OD ratio was
significantly lower at 4 (P<0.01), 7 (P<0.001), and 10-month (P<0.001) post-infection (Figure 2B).
When comparing IGRA with IgG, the overall concordance between qualitative results was 79.6%
(144/181) in convalescents and 85.9% ( 122/142) in healthy blood donors . Quantitatively, no
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
10
significant correlation was found between IGRA IFN-γ response and IgG OD ratio (r=0.11, P>0.05)
(Supplementary Figure 2).
SARS-CoV-2 IGRA in Household contacts
In household members tested one time after recruitment, 100% (12/12) of the index cases and
65.2% (15/23) of the contacts were positive with the SARS-CoV-2 IGRA (Figure 3A). No
indeterminate results were obtained. In 13 contacts with history of RT-PCR-positive SARS-CoV-2
infection (7 with remote history), 12 (92.3%) were SARS-CoV-2 IGRA positive. The median IFN-γ
response was 2.81 IU/mL (IQR, 0.67-5.73) in the index cases compared with 1.38 IU/mL (IQR,
0.03-2.7, P≥0.05) in the contacts (Supplementary Figure 3A).
SARS-CoV-2 IgG ELISA was positive in 50.0% (6/12) of the index cases and 43.5% (10/23) of the
contacts (Figure 3B). In 13 contacts with history of SARS -CoV-2 infection, 6 (46.2%) were SARS-
CoV-2 IGRA positive. The median IgG antibody ratio was 1.11 (IQR, 0.28-1.91) in the index cases
compared with 0.75 (IQR, 0.2-7.87, P>0.05) in the contacts (Supplementary Figure 3B).
In the household cohort, concordance between IGRA and IgG results was 50.0% (6/12) and 60.9%
(14/23) in the index cases and the contacts, respectively. When combining IGRA and IgG results,
either test was positive in 100% (12/12) of the index cases and 73.9% (17/23) of the contacts
(Figure 3C and 3D). Compared with IgG, IGRA had a differential positivity rate of +50% (95% CI
+25.4-+74.6) and +21.7% (95% CI, +9.23-+42.3) in the index cases and the contacts, respectively.
The positivity rate of IGRA was significantly higher than IgG in index cases and contacts ( P<0.05
for both).
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
11
Discussion
Accurate immunodiagnostics are needed to assess T cell-mediated immune response to SARS-
CoV-2 after natural infection and after vaccination to inform providers on possible protective
immunity to SARS-CoV-2 [1] and to accurately understand transmission dynamics of emerging
variants. Furthermore, T cell responses may be important for understanding immunity to SARS -
CoV-2 infection, particularly in the context of emerging variants that might escape antibody
responses[15, 16]. Using a simple in-tube whole blood SARS-CoV-2 IGRA, we show that T cell-
mediated immune response to SARS -CoV-2 was sustained longitudinally with 85% and 80%
sensitivity at 4 - and 10-month, respectively, post-infection in convalescents who had mild or
asymptomatic COVID-19. Our findings are consistent with a prior study showing a robust memory
T-cell response months after SARS-CoV-2 infection in individuals with mild or asymptomatic
infection [17, 18] , and similar to prior studies we observe d a mild decline in the cellular and
humoral immune response in convalescents [19-21]. Consistent with prior studies we also found
a higher proportion of household contacts with positive SARS-CoV-2 IGRA compared with IgG [6,
7]. These findings indicate that the SARS-CoV-2 IGRA used in this study is more sensitive than IgG
testing for detection of asymptomatic or mild infection amongst close contacts , at least in the
early period, and thus may be a n important tool for epidemiological studies aimed at acutely
understanding the transmission dynami cs of emerging SARS-CoV-2 variant such as the delta
variant [22].
SARS-CoV-2 IGRA may also serve an important role in the clinical assessment of T-cell-mediated
immune response to the SARS-CoV-2 vaccines. Humoral immune response has been shown to
decline after SARS -CoV-2 vaccination [19-21]. Furthermore, it was recently shown that the
antibody response rate to the SARS-CoV-2 vaccine in transplant patients was low after the second
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
12
dose (40%) and third dose (68%) [23]. Preliminary analysis of SARS -CoV-2 vaccine response in
immunocompromised patients at our health system has revealed a significantly higher IGRA
positivity rate compared with IgG positivity rate (unpublished data). These findings support the
role of SARS -CoV-2 IGRA in va ccine response assessment, particularly in elderly and
immunocompromised patients given that immunosenescence and immunosuppression,
respectively, may dampen adaptive immune responses and leave the host vulnerable to
subsequent infection [3, 24, 25] . Thus, IGRA and IgG serology may serve a role in informing
providers on the status of cell -mediated and humoral response to SARS-CoV-2 vaccine and the
need for revaccination.
Although the findings are promising, t his study has several limitations. First, the whole blood
SARS-CoV-2 IGRA did not distinguish between CD4 and CD8 T cell response s. Prior studies in
convalescents have shown that IFN-γ response in IGRA is predominantly CD4 T cell-derived [12,
26]. However, a more complex assay design that allows measurement of CD4 and CD8 T cells
response is possible if clinically indicated. Second, given that healthy blood donors were recruited
during the pandemic, we would not know whether the 16% positivity rate with SARS-CoV-2 IGRA
in this group was due to true-positive results due to past SARS-CoV-2 infection, false-positive
results, or cross-reactivity due to past infection with seasonal CoV [7, 27, 28] . Third, the IgG
response in this study was not further assessed for its ability to neutralize the virus . Such
characterization was not relevant in the context of investigating IGRA accuracy. Forth, SARS-CoV-
2 IGRA was not applied to the investigation of vaccine response in this study . Studies are
underway to measure the vaccine response with IGRA in immunocompromised patients. Lastly,
the household study lacked multiple time points to more accurately assess the performance of
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
13
IGRA vs IgG, and we did not perform risk assessment in household contacts to correlate IGRA
positivity with exposure risk.
In summary, the whole blood SARS -CoV-2 IGRA was shown to maintain sensitivity in
convalescents up to 10 months post-infection and was shown to have a higher positivity rate than
IgG in household contacts of COVID-19 cases. SARS-CoV-2 IGRA is a simple and robust clinica l
immunodiagnostic test that can be applied to accurately understand the transmission of
emerging variants and to assess vaccine response in vulnerable populations.
Funding: This work was not funded.
Conflict of interest: Authors have no conflict of interest.
References
1. Dan JM, Mateus J, Kato Y, et al. Immunological memory to SARS -CoV-2 assessed for up to 8
months after infection. Science, 2021; 371: 10.1126/science.abf4063.
2. Ferguson J, Murugesan K, Banaei N, Liu A. Interferon -gamma release assay testing to assess
COVID-19 vaccination response in a SARS-CoV-2 seronegative patient on rituximab: A case report.
International journal of infectious diseases, 2021; 110: 229-31.
3. Abbasi J. The promise and peril of antibody testing for COVID-19. JAMA, 2020; 323: 1881-3.
4. Cox RJ, Brokstad KA. Not just antibodies: B cells and T cells mediate immunity to COVID -19.
Nature reviews. Immunology, 2020; 20: 581-2.
5. Cañete PF, Vinuesa CG. COVID-19 makes B cells forget, but T cells remember. Cell (Cambridge),
2020; 183: 13-5.
6. Sekine T, Perez -Potti A, Rivera -Ballesteros O, et al. Robust T cell immunity in convalescent
individuals with asymptomatic or mild COVID-19. Cell, 2020; 183: 158,168.e14.
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
14
7. Gallais F, Velay A, Nazon C, et al. Intrafamilial exposure to SARS-CoV-2 associated with cellular
immune response without seroconversion, france. Emerging infectious diseases, 2021; 27: 113-
21.
8. Ameratunga R, Woon S, Jordan A, et al. Perspect ive: Diagnostic laboratories should urgently
develop T cell assays for SARS -CoV-2 infection. Expert review of clinical immunology, 2021; 17:
421-30.
9. Pai M, Denkinger CM, Kik SV, et al. Gamma interferon release assays for detection of
mycobacterium tuberculosis infection. Clin Microbiol Rev, 2014; 27: 3-20.
10. Shafeque A, Bigio J, Hogan CA, Pai M, Banaei N. Fourth-generation QuantiFERON-TB gold plus:
What is the evidence? J Clin Microbiol, 2020; 58:e01950-19.
11. Bert NL, Tan AT, Kunasegaran K, et al. SARS-CoV-2-specific T cell immunity in cases of COVID-
19 and SARS, and uninfected controls. Nature, 2020; 584: 457-62.
12. Murugesan K, Jagannathan P, Pham TD, et al. Interferon -γ release assay for accurate
detection of severe acute respiratory syndrome coronavirus 2 T-cell response. Clinical Infectious
Diseases, 2020.
13. Petrone L, Petruccioli E, Vanini V, et al. A whole blood test to measure SARS -CoV-2-specific
response in COVID-19 patients. Clinical microbiology and infection, 2021; 27: 286.e7,286.e13.
14. Andreakos E, Tsiodras S. COVID ‐19: Lambda interferon against viral load and
hyperinflammation. EMBO Molecular Medicine, 2020; 12.
15. Tarke A, Sidney J, Methot N, et al. Impact of SARS -CoV-2 variants on the total CD4(+) and
CD8(+) T cell reactivity in infected or vaccinated individuals. Cell Rep Med, 2021; 2: 100355.
16. Geers D, Shamier MC, Bogers S, et al. SARS-CoV-2 variants of concern partially escape humoral
but not T-cell responses in COVID -19 convalescent donors and vaccinees. Science Immunology,
2021; 6: 10.1126/sciimmunol.abj1750.
17. Stephens DS, McElrath MJ. COVID-19 and the path to immunity. JAMA, 2020; 324: 1279-81.
18. Schwarzkopf S, Krawczyk A, Knop D, et al. Cellular immunity in COVID -19 convalescents with
PCR-confirmed infection but with undetectable SARS -CoV-2-specific IgG. Emerging infectio us
diseases, 2021; 27: 10.3201/2701.203772.
19. Choe PG, Kang CK, Suh HJ, et al. Waning antibody responses in asymptomatic and
symptomatic SARS-CoV-2 infection. Emerging Infectious Diseases, 2021; 27.
20. Meyer B. Waning antibodies to SARS-CoV-2 - don't panic. The Lancet Regional Health Europe,
2021; 4: 100115.
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
15
21. Chia WN, Zhu F, Ong SWX, et al. Dynamics of SARS-CoV-2 neutralising antibody responses and
duration of immunity: A longitudinal study. The Lancet Microbe, 2021; 2: e240-9.
22. Farinholt T, Doddap aneni H, Qin X, et al. Transmission event of SARS -CoV-2 delta variant
reveals multiple vaccine breakthrough infections. medRxiv, 2021.
23. Kamar N, Abravanel F, Marion O, Couat C, Izopet J, Del Bello A. Three doses of an mRNA covid-
19 vaccine in solid-organ transplant recipients. The New England journal of medicine, 2021; 385:
661-2.
24. Winter AK, Hegde ST. The important role of serology for COVID -19 control. The Lancet
infectious diseases, 2020; 20: 758-9.
25. Chen L, Xiong J, Bao L, Shi Y. Convalescent p lasma as a potential therapy for COVID -19. The
Lancet infectious diseases, 2020; 20: 398-400.
26. Grifoni A, Weiskopf D, Ramirez SI, et al. Targets of T cell responses to SARS-CoV-2 coronavirus
in humans with COVID-19 disease and unexposed individuals. Cell, 2020; 181: 1489,1501.e15.
27. Braun J, Loyal L, Frentsch M, et al. SARS-CoV-2-reactive T cells in healthy donors and patients
with COVID-19. Nature, 2020; 587: 270-4.
28. Mateus J, Grifoni A, Tarke A, et al. Selective and cross -reactive SARS-CoV-2 T cell epitopes in
unexposed humans. Science, 2020; 370: 89-94.
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
16
Table 1. Demographic and clinical characteristics of house hold members.
Demographic and Clinical
Characteristics
Index cases
(n=12) Contacts (n=23)
n % n %
Median age (IQR) 56 (24-66) 44 (16-54)
Male 7 58.3 11 47.8
Race
White 8 67.7 17 73.9
Hispanic 4 33.3 4 17.4
Asian - - 2 8.7
Symptoms
Fever 4 33.3 2 8.7
Cough 6 50.0 6 26.1
Sore throat 3 25.0 3 13.0
Running nose 6 50.0 3 13.0
Chest pain 3 25.0 1 4.3
Joint pain 1 8.3 2 8.7
Fatigue 4 33.3 5 21.7
Shortness of breath 3 25.0 2 8.7
Loss of smell 2 17.7 1 4.3
Diarrhea - - 1 4.3
Headache 1 8.3 3 13.0
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
17
Table 2. Accuracy of SARS-CoV-2 IGRA and IgG in convalescents and healthy blood donors.
No, number; CI, confidence interval
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
18
Figure legends:
Figure 1. Patient cohorts included in this study to evaluate the performance of whole blood
SARS-CoV-2 IGRA.
Figure 2. SARS-CoV-2 IGRA and IgG ELISA results in convalescents and healthy blood donors.
IFN-γ response with whole blood IGRA (A) and IgG antibody optical density (OD) ratio (B) in
healthy blood donors (HBD) (n=142) and COVID-19 convalescents at 0.5 (n=16), 1 (n=8), 4 (n=48),
7 (n=70), and 10 (n=39) months post -infection. Dotted lines represent the assay cutoffs (0.35
IU/mL for IGRA and 1.1 OD ratio for IgG). Quantitative results >10 IU/mL are shown as 10 IU/mL
and >12 OD ratio are shown as 12 OD ratio. Horizontal lines show the median. whiskers show the
range of IFN -γ response (IU/mL). Response in convalescents w as compared to controls (blue).
Response in convalescents were compared to 0.5 month time point (red) *, P < 0.05; **, P < 0.01;
***, P <0.001.
Figure 3. SARS-CoV-2 IGRA and IgG ELISA result in index cases and ho usehold contacts. IFN-γ
response with whole blood IGRA ( A) and IgG antibody optical density (OD) ratio ( B) in 14
households with 12 index cases (red circles) and 23 contacts (open black symbols). Venn diagrams
show positive results with IGRA and/or IgG in index cases (C) and contacts (D). Dotted lines
represent the assay cutoffs (0.35 IU/mL for IGRA and 1.1 OD ratio for IgG). Quantitative results
>10 IU/mL are shown as 10 IU/mL and >12 OD ratio are shown as 12 OD ratio.
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
19
Figure 1
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
20
Figure 2
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
21
Figure 3
. CC-BY-NC-ND 4.0 International licenseIt is made available under a
is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity.(which was not certified by peer review)preprint
The copyright holder for thisthis version posted September 22, 2021. ; https://doi.org/10.1101/2021.09.20.21263527doi: medRxiv preprint
Text is read by the "Ask this paper" AI Q&A widget below.
Extraction quality varies by source — PMC NXML preserves structure
cleanly, OA-HTML may include some navigation residue, and OA-PDF can
have broken hyphenation. The publisher copy
(via DOI)
is the canonical version.