Mosquito-borne West Nile virus (WNV) infection is benign in most individuals but can cause encephalitis in <1% of infected individuals. We show that ∼35% of patients hospitalized for WNV disease (WNVD) in six independent cohorts from the EU and USA carry auto-Abs neutralizing IFN-α and/or -ω. The prevalence of these antibodies is highest in patients with encephalitis (∼40%), and that in individuals with silent WNV infection is as low as that in the general population. The odds ratios for WNVD in individuals with these auto-Abs relative to those without them in the general population range from 19.0 (95% CI 15.0–24.0, P value <10–15) for auto-Abs neutralizing only 100 pg/ml IFN-α and/or IFN-ω to 127.4 (CI 87.1–186.4, P value <10–15) for auto-Abs neutralizing both IFN-α and IFN-ω at a concentration of 10 ng/ml. These antibodies block the protective effect of IFN-α in Vero cells infected with WNV in vitro. Auto-Abs neutralizing IFN-α and/or IFN-ω underlie ∼40% of cases of WNV encephalitis.
Introduction
West Nile virus (WNV) is a mosquito-borne neurotropic flavivirus that can trigger life-threatening disease in humans. First identified in the West Nile district of Uganda in 1937 (Smithburn et al., 1940), it emerged as a major global health concern in the 1990s following large outbreaks of severe WNV disease (WNVD) requiring hospitalization, including neuroinvasive disease, in increasingly vast geographic areas worldwide (Petersen et al., 2013a). In recent years, WNV infections have been reported in at least 60 countries across all continents, and the virus is continuing to spread to new areas (Chowdhury and Khan, 2021). WNV is now a leading cause of mosquito-borne disease globally, with the number of infections estimated in the millions, tens of thousands of reported cases of neuroinvasive disease, and thousands of deaths reported in countries with active surveillance systems over the last 20 yr (Petersen et al., 2013a; Petersen et al., 2013b; Centers for Disease Control and Prevention, 2023; European Centre for Disease Prevention and Control. 2023). Nevertheless, most infected individuals remain asymptomatic, with only ∼20% reporting a self-limited, febrile illness (WNV fever, WNVF), and <1% requiring hospitalization for neuroinvasive disease, including encephalitis (50–70%), meningitis (15–35%), and acute flaccid paralysis (3–20%), resulting in a mortality of about 5–20% (Lindsey et al., 2010). This immense interindividual clinical variability has remained largely unexplained (Barzon et al., 2022). Epidemiologically, age is the strongest known predictor of neuroinvasive disease and death (Patel et al., 2015; Solomon, 2004). The seroprevalence of IgG or IgM against this virus is similar in all age groups (Mostashari et al., 2001; Tsai et al., 1998), but the risk of severe disease, particularly neuroinvasive disease, is about 16 times higher in those over 65 yr than in younger individuals (Carson et al., 2012), and the risk of death is about 30–45 times higher in those over 70 yr of age than in younger individuals (Kopel et al., 2011; Lindsey et al., 2012). Being male also increases the risk of neuroinvasive disease, albeit to a lesser extent (odds ratio [OR] = 1.3–1.6; Sutinen et al., 2022). Some comorbid conditions and immunosuppression also lead to a modest increase in the risk of neuroinvasive disease and death (Nash et al., 2001; Murray et al., 2006; Murray et al., 2009; Sutinen et al., 2022).
Little is known about the molecular and cellular determinants of WNVD in natural conditions of infection. Homozygosity for the CCR5Δ32 deletion at the CCR5 locus significantly increases the risk of symptomatic infection (OR = 4.5, 95% confidence interval [CI] = 2.2–9.4) and death (OR = 6.6, 95% CI: 1.2–37; Glass et al., 2006). More is known about the molecular basis of immunity to experimental WNV infection. Type I interferons (IFNs) confer cell-intrinsic protection against WNV replication in vitro in human cells, including dermal fibroblasts and various cell lines (Schoggins et al., 2011). They also protect mice in vivo (Suthar et al., 2013; Samuel and Diamond, 2005). These findings suggest that insufficient type I IFN immunity might underlie life-threatening WNVD, in at least some patients. Moreover, the higher risk of WNVD in men over the age of 65 yr is reminiscent of the situation for critical coronavirus disease 2019 (COVID-19) pneumonia (O’Driscoll et al., 2021), for which ∼15% of cases are due to pre-existing circulating auto-Abs neutralizing type I IFNs (Bastard et al., 2020; Bastard et al., 2021a; Manry et al., 2022). Serum or plasma from patients with these antibodies, tested at a 1/10 dilution, neutralizes low (100 pg/ml) or high (10 ng/ml) concentrations of IFN-α and/or IFN-ω. These auto-Abs have a prevalence among individuals under the age of 65 yr in the general population of ∼0.3% (Abs neutralizing high concentrations) and ∼1% (Abs neutralizing low concentrations); this prevalence increases sharply after the age of 70 yr to ∼4 and ∼7%, respectively (Bastard et al., 2021a; Bastard et al., 2022; Puel et al., 2022; Zhang et al., 2022a). Auto-Abs neutralizing IFN-β are rarer in the general population and their prevalence does not appear to increase with age (Bastard et al., 2021a). In patients with severe COVID-19 pneumonia carrying auto-Abs against type I IFNs, these antibodies precede infection and are causal for the disease (Manry et al., 2022; Zhang et al., 2022a; Casanova and Abel, 2021; Casanova and Abel, 2022). They also favor varicella zoster virus disease, particularly in patients hospitalized for COVID-19 (Vallbracht et al., 1981; Pozzetto et al., 1984; Walter et al., 2015; Busnadiego et al., 2022), and underlie ∼5% of cases of critical influenza pneumonia (Zhang et al., 2022b) and ∼25% of hospitalizations for Middle East respiratory syndrome (MERS) pneumonia (Alotaibi et al., 2023; Hale, 2023; Puel et al., 2022). Moreover, three of eight patients with adverse reactions (including encephalitis) to the live attenuated virus vaccine against yellow fever virus (YFV-17D), another flavivirus, also carried these neutralizing auto-Abs (Bastard et al., 2021b). In this context, we hypothesized that circulating auto-Abs neutralizing type I IFNs might underlie WNVD in some patients.
Results
Six cohorts of patients with WNV infection
We studied 441 subjects hospitalized for WNVD (i.e., with life-threatening disease) from Italy (four cohorts, 353 individuals), the USA (57 individuals), and Hungary (31 individuals). There were 348 patients with confirmed neurological diseases—encephalitis (222 cases), meningitis (87 cases), acute flaccid paralysis (8 cases), and other unspecified neurological syndromes (31 cases)—and 93 patients without clinical evidence of neuroinvasive disease. We also enrolled 108 patients with WNVF managed as outpatients in Italy and Hungary. Finally, we enrolled 114 individuals in Italy and the USA with recent asymptomatic or paucisymptomatic WNV infection (WNV-infected controls, WNVIC) diagnosed on the basis of the detection of WNV RNA in a nucleic acid amplification test (NAAT) in blood, in most cases (98%) performed at the time of blood donation (Fig. 1 A). The individuals included in the Italian cohorts were enrolled at three centers in northern Italy, in Pavia (102 subjects), Padova (332 subjects), and Torino (56 subjects), during the 2018 and 2022 outbreaks, and a fourth center in Bologna during the 2022 outbreak (52 subjects); the Hungarian samples were collected during the 2018 outbreak (46 subjects); and the American samples were collected from participants of the Houston West Nile Cohort (Murray et al., 2009) between 2002 and 2018 (75 subjects; Fig. S1 A). For all the individuals enrolled, there was clear evidence of WNV infection documented by the serological demonstration of WNV-specific IgM or seroconversion to IgG, WNV neutralization assays (Percivalle et al., 2020), and/or RT-PCR on serum, plasma, or cerebrospinal fluid (CSF) samples collected between 2002 and 2022. The mean age (standard deviation, SD) of patients with WNVD was 67 yr (16 yr), and the age of the patients in this group ranged from 9 to 99 yr. The mean age was similar in the subgroup of patients with neuroinvasive disease (69 yr [15 yr]). The mean age (SD) for the patients with WNVF was 55 yr (20), with the patient age in this group ranging from 9 to 93 yr; and the mean age (SD) in the WNVIC group was 50 yr (12), with the age of these individuals ranging from 20 to 92 yr (Fig. S1 B). The mean age (SD) of patients with WNVD was higher in the four Italian cohorts (73 yr [13] in Pavia, 68 yr [17] in Padova, 71 yr [11] in Bologna, 71 yr [15] in Torino; 70 yr [15] overall) than in the American (59 yr [17]) and Hungarian (55 yr [20]) cohorts (P value < 0.001; Fig. S1 C). The proportion of male subjects was 65% for all patients with WNVD (67% among neuroinvasive disease cases), 51% for patients with WNVF, and 76% for WNVIC (P < 0.001; Fig. 1 A and Fig. S1 D). Mortality was assessed based on vital status data, which were available for 314/348 patients with neuroinvasive disease. Mortality was 8% for the entire population of patients with neuroinvasive disease, 9% for those with encephalitis, 5% for those with meningitis, and 9% for patients with unspecified neurological syndrome (Chancey et al., 2015). No deaths were reported among patients with acute flaccid paralysis or patients hospitalized without evidence of neuroinvasive disease (Table 1).
Auto-Abs against IFN-α2, -β, and/or -ω in patients with WNVD
We used an enzyme-linked immunosorbent assay (ELISA) to screen serum or plasma samples from the 663 individuals enrolled in the three groups of individuals infected with WNV (WNVIC [114], WNVF [108], and WNVD [441]) for circulating IgG auto-Abs against type I IFNs. For patients with symptoms, blood samples were taken at a mean of 15 d (range: 0–180 d) after clinical disease onset for the Italian cohorts, 16 d (range: 0–84 d) after clinical disease onset for the Hungarian cohort, and during convalescence, a mean of 618 d (range: 133–4,334 d) after disease onset, for the US cohort. We found high levels, defined as an optical density (OD) >0.5 on ELISA, of auto-Abs against IFN-α2, IFN-β, and/or IFN-ω in 147/441 (33%) patients with WNVD (126/348 [36%] with neuroinvasive disease and 21/93 [23%] patients hospitalized without documented neurological disease). Auto-Abs against at least one type I IFN were detected in 31% of encephalitis cases, 46% of meningitis cases, 52% of cases of unspecified neurological syndrome, and in one patient with acute flaccid paralysis. We also found auto-Abs against at least one type I IFN in 13/108 (12%) outpatients with WNVF and 3/114 (3%) samples from WNVIC (Fig. 1 B; and Fig. S2, A–C). We found that 17% of the patients with WNVD had one type of auto-Ab against IFN-α2 (53/441, 12%), IFN-β (7/441, 2%), or IFN-ω (13/441, 3%), whereas 14% had two auto-Abs directed against IFN-α2 and IFN-β (8/441, 2%), IFN-α2 and IFN-ω (52/441, 12%), or IFN-β and IFN-ω (2/441, <1%) and 12/441 (3%) had auto-Abs against the three type I IFNs tested. A similar distribution was observed in all the neuroinvasive disease subgroups. We found that 16% of patients with severe WNVD without evidence of neuroinvasive disease had only one type of auto-Ab against IFN-α2 (10/93, 11%), IFN-β (1/93, 1%), or IFN-ω (4/93, 4%), accounting for most of the individuals with auto-Abs within this group (15/21, 71%), whereas only 5% of the patients in this group had a combination of auto-Abs against IFN-α2 and IFN-ω, and only one patient (1%) had three auto-Abs directed against the three type I IFNs (Fig. S2 C). We confirmed the ELISA results by testing samples from the patients and WNVIC from all the cohorts with Gyros technology for auto-Abs against IFN-α2 (Fig. S2 D; Honda et al., 2005). The two assays gave almost identical proportions of auto-Ab-positive (>100 AU) individuals, and the concordance between Gyros and ELISA results was high in all the cohorts and WNV-infected groups tested (Fig. S2 E). Overall, our data indicate that ∼35% of all hospitalized WNVD cases, including ∼40% of patients with neuroinvasive disease, had detectable auto-Abs against at least one type I IFN, a prevalence much higher than that reported in the general population (∼1%) and in patients with life-threatening COVID-19 (∼15%; Bastard et al., 2020; Bastard et al., 2021a), influenza pneumonia (∼5%; Zhang et al., 2022b), and MERS pneumonia (∼25%; Alotaibi et al., 2023), but similar to that found in a very small series of patients with severe YFV-17D live-attenuated vaccine disease (three of eight patients; Bastard et al., 2021b; Puel et al., 2022).
Auto-Abs neutralizing IFN-α2, -β, and/or -ω in patients with WNVD
Using a previously described luciferase-based neutralization assay (Bastard et al., 2021a), we tested 1:10 dilutions of serum or plasma samples from all enrolled subjects, with or without auto-Ab detection by ELISA or Gyros, for the neutralization of high (10 ng/ml) or low (100 pg/ml) concentrations of non-glycosylated IFN-α2 and/or IFN-ω, and/or high (10 ng/ml) or intermediate (1 ng/ml) concentrations of glycosylated IFN-β. We found no auto-Abs neutralizing high or intermediate concentrations (10 ng/ml) of IFN-α2 and/or IFN-β and/or IFN-ω in WNVIC. The prevalence of auto-Abs increased significantly with disease severity, from 9/108 (8%) in patients with WNVF (P = 0.001 versus WNVIC) to 137/441 (31%) in patients with WNVD (P < 10−15), 120/348 (34%) in the subgroup of WNVD patients with neuroinvasive disease (P < 10−15), and 10/25 (40%) in the patients who died (P = 6 × 10−9; Fig. 1 C; Fig. 2 A; and Fig. S3, A and C). At the more physiological concentration of 100 pg/ml, we found that 2 of the 114 WNVIC (2%), 15 of the 108 (14%) patients with WNVF (P = 0.0007 versus WNVIC), 156 of the 441 (35%) individuals with severe WNVD (P < 10−15), including 135 of the 348 (39%) individuals with neuroinvasive disease (P < 10−15) and 11 of the 25 (44%) patients who died (P = 4.5 × 10−8) had antibodies neutralizing IFN-α2 and/or IFN-ω (Fig. 1 C; Fig. 2 B; and Fig. S3, B and D). All the samples from individuals with auto-Abs neutralizing intermediate (1 ng/ml) concentrations of IFN-β also neutralized low concentrations of IFN-α2 and/or IFN-ω. We therefore focused our subsequent analyses on individuals with auto-Abs neutralizing 100 pg/ml IFN-α2 and/or IFN-ω. For the WNVD group, we found that at this concentration, 16/441 (4%) had antibodies neutralizing IFN-α2 only (14/348 [4%] in the subgroup of WNVD patients with neuroinvasive disease), 12/441 (3%) had antibodies neutralizing IFN-ω only (9/348 [3%] of patients with neuroinvasive disease), and 127/441 (29%) had antibodies neutralizing both IFN-α2 and IFN-ω (112/348 [32%] of patients with neuroinvasive disease), with 17/127 (13%; 16/112 [13%] patients with neuroinvasive disease) patients also having antibodies capable of neutralizing IFN-β (Table 2; and Fig. 2, C and D).
The detection of auto-Abs neutralizing IFN-α2, -β, and/or -ω is highly correlated with ELISA and Gyros results
As previously documented for patients with COVID-19 influenza (Bastard et al., 2020; Bastard et al., 2021a), we showed that five randomly selected samples neutralizing IFN-α2 neutralized the other 11 subtypes of IFN-α2 (Fig. S3 E). The 13 IFNA loci encode only 12 different proteins because the products of IFNA1 and IFNA13 are identical. We also tested 512 serum or plasma samples from four cohorts (Pavia, Padova, Bologna, and Hungary) for the neutralization of 1 ng/ml glycosylated IFN-α2 and IFN-ω, the lowest concentration validated for these experiments to date. We observed very strong concordance between the results obtained for the neutralization of glycosylated and non-glycosylated type I IFNs. All samples neutralizing 10 ng/ml non-glycosylated IFN-α2 and IFN-ω also neutralized the corresponding glycosylated type I IFN at a concentration of 1 ng/ml (Fig. S4, A and B). Only 3.5 and 8.2% of samples neutralizing the glycosylated forms of IFN-α2 and IFN-ω, respectively, did not neutralize the corresponding non-glycosylated IFNs at a concentration of 10 ng/ml, and only 2.1 and 4.7% of samples neutralizing 1 ng/ml glycosylated IFN-α2 and IFN-ω, respectively, did not neutralize the non-glycosylated forms at a concentration of 100 pg/ml, suggesting a higher affinity of these auto-Abs for the glycosylated forms of type I IFNs in these subjects (Fig. S4, A–D). We also found that 1.2 and 2.7% of samples neutralizing 100 pg/ml non-glycosylated IFN-α2 and IFN-ω, respectively, did not neutralize the corresponding glycosylated IFN at a concentration of 1 ng/ml, an observation probably explained by the higher concentration of type I IFNs used in experiments with the glycosylated forms (Fig. S4, C and D). All samples from patients with very high levels (OD >1.5) of IgG auto-Abs on ELISA neutralized the corresponding cytokine, and only a few samples with OD values between 0.5 and 1.5 did not (0–3% of all samples tested for the three cytokines), demonstrating the high specificity of ELISA at both the 0.5 and 1.5 thresholds for detecting these auto-Abs in a first-line diagnostic screen (Bastard et al., 2021a). Similarly, only a small proportion of samples with OD values < 0.5 for auto-Abs against IFN-α2, IFN-β, or IFN-ω neutralized the corresponding cytokine (Fig. S4, E–J), demonstrating the greater sensitivity of neutralization assays over ELISA for detecting such auto-Abs and suggesting that neutralization assays may be an effective way of excluding the presence of pathogenic auto-Abs against type I IFNs in plasma or serum testing negative by ELISA or Gyros. Overall, we demonstrated the presence of auto-Abs neutralizing at least IFN-α2 or IFN-ω in 35% (for 100 pg/ml) and 30% (for 10 ng/ml) of individuals hospitalized for WNVD. No patient had antibodies neutralizing IFN-β only, and 11% of WNVD patients with auto-Abs neutralizing 100 pg/ml and 11% of those with auto-Abs neutralizing 10 ng/ml IFN-α2 or IFN-ω also neutralized IFN-β.
Higher prevalence of auto-Abs in male individuals and the over-65s
We then investigated the effects of sex and age on the prevalence of auto-Abs neutralizing low concentrations of IFN-α2 and/or IFN-ω, and/or intermediate concentrations of IFN-β in each disease category. The prevalence of auto-Abs was higher in male subjects than in female subjects in the total cohort (124/428 [29%] vs. 49/235 [21%], OR = 1.55, 95% CI: 1.06–2.26, P = 0.023) and in the WNVD group (112/286 [39%] vs. 44/155 [28%], OR = 1.62, 95% CI: 1.06–2.48, P = 0.024). A similar but non-significant trend was observed in the neuroinvasive disease group (96/232 [41%] vs. 39/116 [34%], OR = 1.39, 95% CI: 0.87–2.22, P = 0.16) and the WNVF group (10/55 [18%] vs. 5/53 [9%], OR = 2.13, 95% CI: 0.68–6.72, P = 0.20; Fig. 3 A; data not shown for the neuroinvasive disease group). The individuals with neutralizing auto-Abs were significantly older than those without such auto-Abs in the total cohort (mean age [SD], 71 [15] yr vs. 60 [18] yr, P = 3.3 × 10−12) and in the WNVD group (mean age [SD], 73 yr [14] vs. 65 yr [17], P = 1.8 × 10−6). This difference was not observed in the WNVF group (mean age [SD], 56 yr [18] vs. 55 yr [21], P = 0.83). In an analysis in which age was categorized into three classes (≤40, (40–65], and >65 yr), the prevalence of neutralizing auto-Abs was similar in the ≤40 and (40–65] age groups across WNV infection phenotypes (Fig. 3 B). By contrast, the prevalence of neutralizing auto-Abs was higher in subjects >65 yr old than in subjects ≤65 yr old in the WNVD group (125/280, 45% vs. 31/161, 19%, OR = 3.38, 95% CI: 2.14–5.34; P = 1.8 × 10−7) and in patients with neuroinvasive disease (125/280, 45% vs. 31/161, 19%, OR = 3.13, 95% CI: 1.86–5.26, P = 1.6 × 10−5; Fig. 3 B; data not shown for the neuroinvasive disease group). The much higher prevalence of auto-Abs in WNVD patients over the age of 65 yr, and, to a lesser extent, in male patients, is consistent with the observed effects of age and sex on both the risk of developing WNVD after exposure to WNV (Lindsey et al., 2010; Lindsey et al., 2012; Murray et al., 2009) and the distribution of auto-Abs in the general population (Bastard et al., 2021a). There were no major differences in the results obtained when the six cohorts were analyzed separately (Fig. 3, C and D).
Auto-Abs neutralizing type I IFNs in the six cohorts
The prevalence of neutralizing auto-Abs in WNVD cases was high in all cohorts, ranging from 16% in the American cohort (57 cases) to 50% in the Pavia cohort (70 cases), with intermediate values of 32% in the Bologna cohort (47 cases), 33% in the largest Padova cohort (196 cases), 43% in the Torino cohort (40 cases), and 48% in the Hungarian cohort (31 cases; Fig. 3, C and D). The prevalence of neutralizing auto-Abs did not differ between outbreak years, with 76/263 (29%) auto-Ab-positive samples in 2018 (41% of the WNVD group) and 83/316 (26%) auto-Ab-positive samples in 2022 (36% of the WNVD group). During the 2022 outbreak in northern Italy, a newly emerged lineage of WNV, WNV-1, circulated together with the endemic WNV-2 lineage and appeared to be associated with a higher risk of neuroinvasive disease (Barzon et al., 2022). In a study of a subset of samples collected at the participating center in Padova in 2022, we found auto-Abs neutralizing type I IFNs in 23/69 (23%) WNVD cases infected with the WNV-1 lineage and in 15/26 (58%) WNVD cases infected with the WNV-2 lineage. This difference was unlikely to be attributable to the infecting strain as we detected neutralizing auto-Abs in 25/89 (28%) WNVD cases in a subset of samples collected at the same center in 2018, when only the WNV-2 lineage was circulating. Thus, being over the age of 65 yr and, to a lesser extent, being male, were the main factors associated with a higher likelihood of anti-type I IFN auto-Ab carriage in individuals with WNVD. These findings are consistent with previous observations concerning the distribution of these auto-Abs in the general population and patients with critical COVID-19 (Bastard et al., 2021a; Manry et al., 2022).
Risk of WNVD in individuals with auto-Abs against type I IFNs
We estimated the risk of WNVD conferred by the presence and nature of neutralizing auto-Abs by comparing the proportions of subjects with various types or combinations of auto-Abs with the proportions of individuals carrying the corresponding neutralizing auto-Abs in the general population after adjustment for age and sex. General population data were obtained by systematically performing neutralization assays on samples from 34,159 healthy men and women aged 18–100 yr (Bastard et al., 2021a). We found no significant difference between WNVIC and the general population, regardless of the type or combination of auto-Abs considered (Fig. 4 A). Conversely, the prevalence of auto-Abs and of various combinations of these antibodies was significantly higher in all disease groups than in the general population, and it increased with disease severity (Fig. 4 B). The presence of auto-Abs neutralizing at least low concentrations of IFN-α2 and/or IFN-ω was associated with a higher risk of WNVF (OR = 7.3; 95% CI: 4.1–12.8, P = 6.6 × 10−12) and WNVD (OR = 19.0; 95% CI: 15.0–24.0, P < 10−15; Fig. 4 B and Table 3). The risk was highest for the subgroup of individuals with neuroinvasive disease, the most severe clinical manifestation of WNV infection (OR = 21.1; 95% CI: 16.4–27.1, P < 10−15; Fig. S5, A and B; and Table 3). A combination of auto-Abs neutralizing at least low concentrations of both IFN-α2 and IFN-ω further increased the risk of WNVF (OR = 15.8; 95% CI: 6.9–36.3, P = 7 × 10−11) and WNVD (OR = 54.5; 95% CI: 39.3–75.6, P < 10−15; Fig. 4 B). Again, the risk was highest for neuroinvasive disease (OR = 60.6; 95% CI: 43.1–85.1, P < 10−15; Fig. S5, A and B). The risk of clinical disease was even higher in individuals carrying auto-Abs that were also able to neutralize high concentrations (10 ng/ml) of IFN-α2, IFN-β, or IFN-ω. Indeed, the presence of auto-Abs neutralizing high concentrations of IFN-α2 only, IFN-ω only, or combinations of IFN-α2 and/or IFN-β and/or IFN-ω resulted in a 3 to 40 times higher risk of developing WNVF and a 3 to >100 times higher risk of severe WNVD and neuroinvasive disease (Fig. 4 B; Fig. S5, A and B; and Table 3). Individuals with a combination of auto-Abs neutralizing high concentrations (10 ng/ml) of both IFN-α2 and IFN-ω had the highest risk of clinical disease with about a 40-fold increase in the risk of WNVF (OR = 37.0; 95% CI: 13.7–94.6, P = 3.7 × 10−13) and a >100-fold increase in the risk of WNVD (OR = 127.4; 95% CI: 87.1–186.4, P < 10−15) and neuroinvasive disease (OR = 138.4; 95% CI: 93.3–205.4, P < 10−15; Fig. 4 B; and Fig. S5, A and B).
The risk of WNVD due to auto-Abs against type I IFNs is highest in subjects ≤65 yr old
The impact of the auto-Abs on the risk of WNVF and WNVD was greatest in subjects ≤65 yr old. Indeed, the presence of auto-Abs neutralizing high concentrations of both IFN-α2 and IFN-ω increased the risk of WNVF >200-fold (OR = 229.1; 95% CI: 53.4–983.7, P = 2.7 × 10−13) and that of WNVD >500-fold (OR = 558.1; 95% CI: 201.7–1,544.1, P < 10−15) in subjects ≤65 yr old (Fig. 4 C). In subjects >65 yr old, the same combination of auto-Abs increased the risk of WNVF 12-fold (OR = 11.7; 95% CI: 2.7–51.2, P = 0.001) and the risk of WNVD 80-fold (OR = 82.9; 95% CI: 55.2–124.6, P < 10−15; Fig. 4 C). The ORs calculated by age group for all combinations of auto-Abs are reported in Table 3. These results are consistent with previous reports of a greater impact of anti-type I IFN auto-Abs in individuals <70 yr old with critical influenza pneumonia (Zhang et al., 2022b). In our cohort, no major change in the risk was detected if 70 yr was used as the cutoff for age (Table 3). The strong effect of auto-Abs neutralizing type I IFNs on the risk of developing severe disease following exposure to WNV supports the hypothesis that these auto-Abs underlie life-threatening WNVD, and neuroinvasive disease (encephalitis) in particular, in a significant proportion of cases, with their impact being strongest in subjects ≤65 yr old. It also suggests that impaired type I IFN immunity is a major determinant of WNVD.
The auto-Abs are not induced by WNV
In our cohort, 18 samples from auto-Ab-positive patients tested by ELISA were collected within 3 d of the onset of clinical disease (denoted T0) and 61 samples were collected within the first 7 d. The results of these tests attest to the presence of IgG auto-Abs against type I IFNs in the early phases of infection. Moreover, the testing of 109 IgG auto-Ab-positive samples for WNV-specific IgM and IgG and the testing of blood, urine, or CSF for WNV RNA by RT-PCR showed that 4/109 patients tested had detectable WNV but were negative for both IgM and IgG WNV-specific Abs, 1/109 had borderline levels of WNV-IgM and was negative for WNV-IgG, 61/109 had WNV-IgM but were negative for WNV-IgG, 8/109 had IgM and borderline positive values for WNV-IgG, 33/109 had both WNV-specific IgM and IgG, and only 2/109 were negative for IgM and positive for IgG. Thus, 66/109 (61%) IgG auto-Ab-positive individuals had not yet mounted WNV-specific IgG responses at the time of blood sampling, suggesting that the IgG auto-Abs detected were already present before WNV infection. 15 individuals without neutralizing anti-type I IFN auto-Abs at T0 were further tested by ELISA and for the neutralization of high concentrations (10 ng/ml) of IFN-α2, IFN-β, and IFN-ω at multiple time points after infection. We tested 11 asymptomatic or paucisymptomatic WNVIC, 1 WNVF patient, and 3 patients with neuroinvasive disease (1 with meningitis and 2 with encephalitis). We found that no auto-Abs against type I IFNs appeared shortly (first 3 wk) or much later (up to 30 mo) after the diagnosis of WNV infection, regardless of the severity of the clinical manifestations, in the longitudinally tested auto-Ab-negative subjects (Fig. 5, A–C). We also tested longitudinal samples from two individuals with auto-Abs neutralizing high concentrations of both IFN-α2 and IFN-ω, demonstrating the persistence of both auto-Abs at all available timepoints (over ∼3 wk; Fig. 5, A–C). Collectively, these observations suggest that, consistent with previous observations for patients with critical influenza pneumonia, critical COVID-19 pneumonia, or YFV-17D clinical disease (Bastard et al., 2020; Bastard et al., 2021a; Bastard et al., 2021b; Zhang et al., 2022b), anti-type I IFN auto-Abs are not transient and are not induced by WNV infection.
Auto-Abs neutralizing IFN-α2, -β, and/or -ω in the CSF of patients
CSF samples were available for 23 patients with WNV neuroinvasive disease, collected at the onset of clinical signs along with the serum samples, as part of the diagnostic procedure in cases of suspected infectious encephalitis. We tested 1:10 dilutions of CSF samples from these subjects for the neutralization of high (10 ng/ml) or low (100 pg/ml) concentrations of IFN-α2 and/or IFN-ω, and/or high (10 ng/ml) or intermediate (1 ng/ml) concentrations of IFN-β. We found auto-Abs neutralizing high concentrations of both IFN-α2 and IFN-ω in 1/23 CSF samples, high concentrations of IFN-α2 only in 2/23 CSF samples, and high concentrations of IFN-ω only in 1/23 CSF samples. At the more physiological concentration of 100 pg/ml, we found that 1/23 CSF samples neutralized IFN-α2 only, 2/23 CSF samples neutralized IFN-ω only, and 5/23 samples neutralized both IFN-α2 and IFN-ω. No CSF sample neutralized high or intermediate concentrations of IFN-β (Fig. 6, A–F). We found auto-Abs neutralizing at least low concentrations of IFN-α2 and/or IFN-ω in the CSF of 8/23 (35%) subjects with WNV neuroinvasive disease. All subjects with auto-Abs neutralizing high or low concentrations of IFN-α2 and/or IFN-ω in the CSF also had auto-Abs neutralizing high concentrations of the respective cytokine in serum or plasma samples, and none of the individuals without circulating auto-Abs had auto-Abs in their CSF. Conversely, among the 23 subjects tested for auto-Abs in the CSF, 6/12 subjects with auto-Abs neutralizing at least low concentrations of IFN-α2 in serum (4/10 neutralizing high concentrations of IFN-α2 in serum), 3/10 with auto-Abs neutralizing at least low concentrations of IFN-ω in serum (1/9 neutralizing high concentrations of IFN-ω in serum), and 2/2 with auto-Abs neutralizing intermediate concentrations of IFN-β displayed no detectable neutralizing activity against the corresponding cytokines in the CSF (Fig. 6, A–F). Thus, among the 12/23 individuals with WNV neuroinvasive disease carrying auto-Abs neutralizing at least low concentrations of IFN-α2 and/or IFN-ω in serum or plasma, 8/12 (67%) also had auto-Abs neutralizing the corresponding cytokines in the CSF. It is possible that more sensitive assays might detect the presence of neutralizing auto-Abs in the additional 4/12 patients testing negative in the experimental conditions used here.
Antibodies against WNV in the CSF of patients
28 individuals from our cohort, with or without serum anti-type I IFN auto-Abs, including 7 of the 8 individuals with auto-Abs in CSF, had previously undergone testing of both serum and CSF for WNV-specific IgM and IgG. The available data for these paired samples show that 12/28 (43%) patients had WNV-specific IgM in serum and 2/8 (25%) patients with WNV-specific IgG in serum also had the same Abs in their CSF. We then focused on the seven individuals with auto-Abs neutralizing IFN-α2 and/or IFN-ω in both serum and CSF. All seven individuals had WNV-specific IgM in serum, 1/7 also tested positive and another one yielded borderline results for WNV-specific IgG in serum. By contrast, only 2/7 CSF samples tested positive and 1/7 was borderline for WNV-specific IgM, whereas 4/7 tested negative for WNV-specific IgM in CSF. Similarly, all CSF samples were negative for WNV-specific IgG. These data suggest that auto-Abs against type I IFNs are present in the CSF before the arrival of newly produced, virus-induced, WNV-specific IgM or IgG, at least in the subjects tested. The small number of CSF samples available for the neutralization assay precluded additional analyses and assessments of the correlation between the presence of anti-type I IFN auto-Abs in the CSF and disease severity. Moreover, CSF samples are not routinely collected from individuals hospitalized for severe WNVD without evidence of neuroinvasive disease, precluding comparisons of CSF neutralization data from individuals with and without neuroinvasive disease. Overall, our findings demonstrate the presence of auto-Abs neutralizing IFN-α2 and/or IFN-ω in the CSF of at least ∼35% of individuals with WNV neuroinvasive disease (at least ∼70% of individuals with neuroinvasive disease and circulating auto-Abs) and suggest that the presence of these auto-Abs in the CSF precedes the development of WNV neuroinvasive disease.
The auto-Abs neutralize the protective effect of IFN-α2 against WNV
Finally, we tested the hypothesis that auto-Abs against type I IFNs impair the protective antiviral functions of type I IFNs in Vero cells infected with WNV. We first confirmed that adding IFN-α2 (100 or 50 pg/ml) before, but not after infection with WNV strain 3B2, protected Vero E6 cells from the cytopathic effect of WNV (data not shown). We then subjected Vero cells to pretreatment with IFN-α2 at a concentration of 100 or 50 pg/ml 24 h before infection in the presence or absence of serum with (n = 14) or without (n = 5) auto-Abs at a dilution of 1:10 or 1:100 using a previously titrated 50% tissue culture infectious dose (TCID50) of WNV diluted 1:100. Under these conditions, 9/14 sera with auto-Abs (at a dilution of 1:100) neutralized IFN-α2 at concentrations of at least 100 pg/ml and the other 5/14 sera (at a dilution of 1:10) with auto-Abs neutralizing IFN-α2 at concentrations of at least 50 pg/ml, whereas none of those without auto-Abs blocked the protective function of IFN-α2 (Fig. 7 A). As a means of excluding the possibility that the simultaneous presence in patient serum of anti-WNV IgM or IgG produced during the acute phase of infection (WNV-NTAbs), itself conferred protection against WNV in vitro, we confirmed that the pretreatment of Vero E6 cells with all the 19 serum samples at a dilution of 1:100 or 1:10 did not confer protection against WNV infection in vitro (data not shown). In the same experimental conditions, we tested threefold serial dilutions of the 1:100 dilution of patient serum to titrate the ability of the serum to neutralize IFN-α2 at a concentration of 50 pg/ml. We found that all five serum samples with auto-Abs tested, unlike the two serum samples without auto-Abs tested, were able to block the antiviral functions of IFN-α2 at dilutions of up to 1:300 (Fig. 7 B). These experiments show that the auto-Abs against type I IFNs found in patients hospitalized for life-threatening WNVD block the protective antiviral activity of IFN-α2 (and probably IFN-β and IFN-ω) against WNV in vitro in cells, allowing unrestricted viral replication.
Discussion
We show that auto-Abs neutralizing IFN-α and/or IFN-ω account for at least a third of the 441 hospitalizations for life-threatening WNVD in six cohorts from the EU and the USA. These findings suggest that insufficient type I IFN immunity may be a general mechanism of WNV encephalitis. This proportion is similar to that previously reported for a small series of eight patients with adverse reactions to another flavivirus, the YFV-17D live attenuated vaccine (Bastard et al., 2021b). It is, however, higher than that reported for critical COVID-19, influenza, and MERS pneumonia (∼15, ∼5, and 25%, respectively; Bastard et al., 2020; Bastard et al., 2021a; Zhang et al., 2022b; Busnadiego et al., 2022; Hale, 2023; Puel et al., 2022). It is unknown whether these or other unusually severe viral diseases have been observed in patients with WNVD and auto-Abs against type I IFNs, who should be followed longitudinally. Our studies of WNV and YFV-17D suggest that immunity to flaviviruses, which are injected through the skin and directly into the bloodstream by their vectors (Styer et al., 2007), is strongly dependent on the 12 IFN-α subtypes (encoded by 13 loci) and single IFN-ω circulating in the blood (IFN-β being ubiquitous, short-lived, high-affinity, and autocrine; IFN-κ cutaneous; and IFN-ε reproductive). It is tempting to speculate that the 13 subtypes corresponding to IFN-α and IFN-ω, which differ from other type I IFNs in being abundantly secreted into the blood, by plasmacytoid dendritic cells (pDCs) in particular, normally prevent diverse circulating neurotropic viruses from crossing the blood-brain barrier. The testing of cohorts of patients with conditions triggered by arboviruses, including other flaviviruses, such as dengue, yellow fever, tick-borne encephalitis, Japanese encephalitis, and Zika encephalitis, as well as alphaviruses, such as Chikungunya and Ross River virus, is now warranted.
Our findings already have clinical implications. Given the prevalence of auto-Abs against type I IFNs in the general population and the associated risk of life-threatening WNVD, it is probably advisable to test for these antibodies in the general population living in areas in which WNV is endemic, particularly in elderly individuals and those with autoimmune conditions associated with the development of these auto-Abs. It is probably no coincidence that WNVD has been described in a child with autoimmune Addison disease before immunosuppression (Messacar et al., 2014) and in a patient with thymoma (Moen et al., 2022). Given the risk of severe viral diseases other than WNVD, more generalized screening of populations at risk of producing auto-Abs against type I IFNs could be extended to areas in which WNV is not endemic. Individuals with auto-Abs against type I IFNs may benefit from specific preventive measures (e.g., repeat vaccination against COVID-19 and influenza, protection against mosquitoes, contraindication of vaccination with live-attenuated YFV-17D, and travel advice). Patients with WNVD, with or without auto-Abs against type I IFNs, may also benefit from host-directed therapy (Langelier and Vinh, 2022). One patient with autosomal dominant (AD) GATA2 deficiency and WNV encephalitis was recently reported to benefit from IFN-α2 therapy (Rosa et al., 2019). This genetic condition impairs the development of circulating type I IFN-producing pDCs, thereby conferring a predisposition to several severe viral infections (Oleaga-Quintas et al., 2021; Sologuren et al., 2018). Trials of IFN-α2 therapy in patients with WNVD without auto-Abs against IFN-α2 should be considered. Similar treatment options could be envisaged in patients with auto-Abs against type I IFNs, including IFN-β therapy in patients with auto-Abs against IFN-α2 and/or IFN-ω but not IFN-β (Vinh et al., 2021).
Materials and methods
Patients
We enrolled an international cohort of 663 individuals aged 9–99 yr with documented WNV infection, 64.5% of whom were male and 35.5% female, living in Italy, Hungary, or the USA (Fig. S1). Written informed consent was obtained in the country of residence of each patient in accordance with local regulations and with institutional review board (IRB) approval. WNV infection was diagnosed on the basis of the serological demonstration of WNV-specific IgM or seroconversion to IgG, WNV neutralization assays (Percivalle et al., 2020), and/or RT-PCR on serum, plasma, or CSF samples. Individuals were stratified according to the presence and/or severity of clinical manifestations, as defined by the need for hospitalization. Life-threatening WNVD was defined as WNV infection requiring hospitalization. WNV fever (WNVF) was defined as WNV infection not requiring hospitalization in patients reporting a febrile illness requiring outpatient care. The WNVIC were blood donors with documented WNV infection, diagnosed on the basis of the detection of WNV RNA in blood during screening at the time of blood donation, who remained asymptomatic or paucisymptomatic (headache) at follow-up. WNVD patients included individuals with confirmed neurological disease (WNV neuroinvasive disease) and individuals without clinical evidence of neuroinvasive disease. The individuals in the neuroinvasive disease group were reported to have encephalitis (fever, acute signs of central or peripheral neurologic dysfunction, including altered mental status and neurological deficits), meningitis (fever, pleocytosis, headache, nuchal rigidity), acute flaccid paralysis (poliomyelitis-like syndrome or Guillain-Barré-like syndrome), or other neurological syndromes. The experiments were conducted in Italy, France, and the USA in accordance with local regulations and guidance from the Italian national data protection authority, the French Ethics Committee (Comité de Protection des Personnes), the French National Agency for Medicine and Health Product Safety, the Institut National de la Santé et de la Recherche Médicale in Paris, France, and with the approval of the IRB of the Italian institutions (San Matteo Research Hospital in Pavia, the University Hospital of Padova, and the University Hospital of Bologna), the National Public Health Center in Budapest, and The Rockefeller University in New York, USA, respectively.
ELISA
ELISAs were performed as previously described (Puel et al., 2008). In brief, 96-well ELISA plates (MaxiSorp; Thermo Fisher Scientific) were coated by overnight incubation at 4°C with 1 μg/ml rhIFN-α (ref. number 130-108-984; Miltenyi Biotec), rhIFN-ω (ref. number 300-02J; Peprotech), or rhIFN-β (ref. number 300-02BC; Peprotech). Plates were then washed (PBS/0.005% Tween), blocked by incubation with the same buffer supplemented with 2% BSA, washed, and incubated with 1:50 dilutions of plasma samples from the patients or controls for 2 h at room temperature (or with specific mAbs as positive controls). Each sample was tested once. Plates were thoroughly washed (PBS/0.005% Tween). Horseradish peroxidase (HRP)–conjugated Fc-specific IgG fractions from polyclonal goat antiserum against human IgG (Nordic Immunological Laboratories) were added to a final concentration of 1 μg/ml. Plates were incubated for 1 h at room temperature and washed. Substrate was added and OD was measured. All the incubation steps were performed with gentle shaking (600 rpm).
Gyros
Recombinant human (rh)IFN-α2 (ref. number 130-108-984; Miltenyi Biotec) was first biotinylated with EZ-Link Sulfo-NHS-LC-Biotin (cat. number A39257; Thermo Fisher Scientific), according to the manufacturer’s instructions, with a biotin-to-protein molar ratio of 1:12. Biotinylated rhIFN-α2 was used as a capture reagent at a concentration of 30 µg/ml. The detection reagent contained an Alexa Fluor 647 goat anti-human IgG secondary antibody (ref. number A21445; Thermo Fisher Scientific) diluted in Rexxip F (ref. number P0004825; Gyros Protein Technologies; 1/500 dilution of the 2 mg/ml stock to yield a final concentration of 4 µg/ml). PBS-T 0.01% buffer and Gyros Wash buffer (ref. number P0020087; Gyros Protein Technologies) were prepared according to the manufacturer’s instructions. Plasma or serum samples were then diluted 1/100 in PBS-T 0.01% and tested with the Bioaffy 1000 CD (ref. number P0004253; Gyros Protein Technologies) and the Gyrolab X-Pand (ref. number P0020520; Gyros Protein Technologies). Cleaning cycles were performed in 20% ethanol.
Luciferase reporter assay
The blocking activity of anti-IFN-α2, anti-IFN-ω, and anti-IFN-β auto-Abs was determined with a reporter luciferase activity. Briefly, HEK293T cells were transfected with a plasmid containing the firefly luciferase gene under the control of the human ISRE promoter in the pGL4.45 backbone and a plasmid constitutively expressing Renilla luciferase for normalization (pRL-SV40). Cells were transfected in the presence of the X-tremeGene9 transfection reagent (ref. number 6365779001; Sigma-Aldrich) for 24 h. Cells in Dulbecco’s modified Eagle medium (DMEM; Thermo Fisher Scientific) supplemented with 2% fetal calf serum (FCS) and 10% healthy control or patient serum/plasma (after inactivation at 56°C, for 20 min) were either left unstimulated or were stimulated with rhIFN-α2 (ref. number 130-108-984 [not glycosylated]; Miltenyi Biotech or ref. number H6041-10UG [glycosylated]; Merck), rhIFN-ω (ref. number 300-02J [not glycosylated]; Peprotech or TP721113 [glycosylated]; Origene) at 10 ng/ml or 100 pg/ml (not glycosylated) or 1 ng/ml (glycosylated), or rhIFN-β (ref. number 300-02BC [glycosylated]; Peprotech) at 10 or 1 ng/ml for 16 h at 37°C. Finally, cells were lysed for 20 min at room temperature and luciferase levels were measured with the Dual-Luciferase Reporter 1000 assay system (ref. number E1980; Promega) according to the manufacturer’s protocol. Luminescence intensity was measured with a VICTOR-X Multilabel Plate Reader (PerkinElmer Life Sciences). Firefly luciferase activity values were normalized against Renilla luciferase activity values. These values were then normalized against the median induction level for non-neutralizing samples and expressed as a percentage. Samples were considered neutralizing if luciferase induction, normalized against Renilla luciferase activity, was below 15% of the median values for controls tested the same day.
WNV infection and IFN treatment in Vero-E6 cells: WNV-NTAbs Microneutralization Assay
All the sera used on Vero E6 cells were tested with the WNV-NTAbs Microneutralization Assay for the detection of WNV-neutralizing antibodies (NTAbs) and determination of their titers, as previously described (Percivalle et al., 2020). Briefly, 50 µl of fourfold (1:10 to 1:640) serially diluted serum samples from patients with or without auto-Abs was added, in duplicate, to a flat-bottomed tissue culture microtiter plate (COSTAR, 13 Corning Incorporated) together with 50 µl (100 TCID50) WNV and incubated for 1 h at 33°C under an atmosphere containing 5% CO2. Vero E6 cells (VERO C1008 [Vero 76, clone E6, Vero E6]; ATCC CRL-1586; 3 × 104 in 50 µl per well) were then added. After 96 h, the plates were scored for cytopathic effect (CPE) and the neutralizing Ab titer was calculated as the 90% inhibitory concentration (IC90), defined as the concentration of Abs able to decrease the percentage of cells infected by 90%. A neutralizing Ab titer <1:10 was considered to be a negative result whereas a titer greater or equal to 1:10 was considered positive. All but one (18/19) of the sera tested also contained WNV-neutralizing Abs. Wild-type WNV (EG101 reference strain; Melnick et al., 1951) was propagated in a BSL-3 laboratory in African green monkey kidney Vero-E6 cells (VERO C1008 [Vero 76, clone E6, Vero E6]; ATCC CRL-1586). Virus stock titers were determined with the Reed-Muench method and are presented as median TCID50, as previously described (Percivalle et al., 2020). Vero-E6 cells were used to seed 24-well plates (COSTAR, 13 Corning Incorporated) at a density of 5 × 104 cells/well, with triplicate wells for each set of conditions, including a virus control (no IFN-α2), a cell control (+IFN-α2), and a serum control (serum only, no IFN-α2). The following day, Vero E6 cells were incubated with 100 or 50 pg/ml recombinant human IFN-α2 (11101-2; R&D Systems) for 24 h at 37°C. The plates were then washed with PBS and the cells were infected with 100 TCID50 WNV and incubated for 2 h at 37°C. The plates were then washed with PBS to remove the WNV inoculum and fresh medium was added to the wells. After 0, 24, 48, 72, and 96 h, the supernatants were collected and titrated with twofold serial dilutions from 1:1 to 1:128 in 96-well plates for the scoring of WNV CPE on confluent Vero-E6 cells after 5 d of incubation at 37°C. Vero-E6 cells infected as described above were treated with 100 or 50 pg/ml recombinant IFN-α2 in the same experimental conditions. IFN-α2 neutralization by the patients’ serum samples was assessed with Vero-E6 cells used to seed 96-well plates (COSTAR, 13 Corning Incorporated) at a density of 3 × 104 cells/well, with each sample analyzed in triplicate, including a virus control (no IFN-α2), a cell control (with IFN-α2), and a serum control (serum only, no IFN-α2). The following day, a commercial anti–IFN-α2 Ab (21100-1; R&D Systems) or serial threefold dilutions of serum samples were incubated with 100 or 50 pg/ml recombinant IFN-α2 (11101-2; R&D Systems) for 1 h at 37°C (starting dilution: serum samples = 1:100 or 1:10 and anti–IFN-α2 Ab = 1/100). The culture medium was then removed from the cells by aspiration and replaced with the serum/Ab–IFN-α2 mixture. The plates were incubated for 24 h, the serum/Ab–IFN-α2 mixture was then removed, and the plates were washed with PBS to remove any anti-WNV–neutralizing Abs present. Cells were then infected with WNV at 100 TCID50 by directly dispensing the inoculum into the wells and incubating for 2 h at 37°C. The plates were then washed with PBS to remove the WNV inoculum and fresh medium was added to the wells. After 48 h, the supernatants were collected and titrated with twofold serial dilutions from 1:1 to 1:128 in 96-well plates for scoring of the WNV CPE on confluent Vero-E6 cells after 5 d of incubation at 37°C.
Statistical analysis
ORs and P values for the effect of auto-Abs neutralizing each type I IFN in WNV patients relative to healthy individuals from the general population, adjusted for age in three categories (≤40, 41–65, >65 yr) and sex, were estimated by means of logistic regression, as implemented in the glm function of R software. We compared the fit of the model after adjustment for age in three categories, four categories (<40, 41–60, 61–75, >75 yr), or for age as a quantitative variable, and chose the model with the best fit according to Akaike’s information criterion. OR and P values for the effect of auto-Abs on infected controls relative to healthy individuals, adjusted for age and sex, were estimated by means of Firth’s bias-corrected logistic regression, as implemented in the logistf package of R software, due to the absence of auto-Ab carriers for some types of IFN. Where relevant, statistical test results are indicated in the corresponding figures. ns: not significant, *P < 0.05, **P < 0.01, ***P < 0.001, ****P < 0.0001.
Online supplemental material
Fig. S1 shows detailed demographic characteristics of the individuals enrolled in the study. Fig. S2 shows the detection of auto-Abs against type I IFNs by ELISA and Gyros. Fig. S3 shows the detection of auto-Abs neutralizing type I IFNs in the WNVD subgroups and the neutralization of 12 IFN-α2 subtypes. Fig. S4 shows the correlation between the results of luciferase-based neutralization assays with the glycosylated and non-glycosylated IFNs and between the results of neutralization assays and ELISA for detecting type I IFNs. Fig. S5 shows the enrichment of the WNVD group and the two WNVD subgroups (with and without neuroinvasive disease) in auto-Ab-positive individuals relative to the general population.
Data availability
All data supporting the findings of this study are available within the main text and supplemental material and from the corresponding authors upon request.
Acknowledgments
We thank the patients and their families for participating in our research. We thank all members of both branches of the Laboratory of Human Genetics of Infectious Diseases for discussions and technical and administrative support. We thank Lazaro Lorenzo Diaz, Laboratory of Human Genetics of Infectious Diseases, Necker Branch, Institut National de la Santé et de la Recherche Médicale (INSERM) U1163, and Necker Hospital for Sick Children, Paris, France, EU. A. Borghesi wishes to thank Giampaolo Merlini for thoughtful discussions on the methods for anti-cytokine auto-Ab discovery.
The Laboratory of Human Genetics of Infectious Diseases is supported by the Howard Hughes Medical Institute, The Rockefeller University, the St. Giles Foundation, the National Institutes of Health (NIH; grants R01AI088364, R01AI127564, R01AI163029, and R21AI160576), the National Center for Advancing Translational Sciences (NCATS), the NIH Clinical and Translational Science Award (CTSA) program (UL1TR001866), the Fisher Center for Alzheimer’s Research Foundation, the Meyer Foundation, the JPB Foundation, the “Investissement d’Avenir” program launched by the French Government and implemented by the Agence Nationale de la Recherche (ANR; grant ANR-10-IAHU-01), the Integrative Biology of Emerging Infectious Diseases Laboratory of Excellence (grant ANR-10-LABX-62-IBEID), the French Foundation for Medical Research (FRM; grant EQU201903007798), ANR GENVIR (ANR-20-CE93-003), ANR AI2D (ANR-22-CE15-0046), and ANR AAILC (ANR-21-LIBA-0002) projects, the HORIZON-HLTH-2021-DISEASE-04 program under grant agreement 01057100 (UNDINE), the ANR-RHU COVIFERON Program (ANR-21-RHUS-08), the Square Foundation, Grandir - Fonds de solidarité pour l’enfance, the Fondation du Souffle, the SCOR Corporate Foundation for Science, the Battersea & Bowery Advisory Group, The French Ministry of Higher Education, Research, and Innovation (MESRI-COVID-19), INSERM, REACTing-INSERM, and the University of Paris. J. Rosain, P. Bastard and T. Le Voyer were supported by the MD-PhD program of the Imagine Institute (with support from the Bettencourt-Schueller Foundation). J. Rosain was supported by a “Poste d’accueil Inserm”. P. Bastard was supported by a “Poste CCA-INSERM-Bettencourt” (with support from the Bettencourt-Schueller Foundation) and the FRM (grant EA20170638020). Q. Philippot was supported by the Assistance Publique Hôpitaux de Paris (Année Recherche) and is supported by the MD-PhD program of INSERM (Ecole de l’INSERM Liliane Bettencourt). M.P. Lorenzo was supported by the European Society for Immunodeficiencies (ESID), KvK 40448576. The Borghesi group, Fondazione IRCCS Policlinico San Matteo is supported by grants from the Italian Ministry of Health, RC08061819 and RC08061822, and by 5X1000 grant 08061821 from the San Matteo Hospital. The Diamond laboratory is supported by NIH grants R01AI073755 and R01DK122790. The Murray laboratory is supported by NIH grants R01AI091816 and U19AI089992. The Department of Clinical, Surgical, Diagnostic and Pediatric Sciences, University of Pavia and the Department of Molecular Medicine, University of Padova are supported by EU funding within the Next-Generation EU-MUR PNRR Extended Partnership initiative on Emerging Infectious Diseases (project no. PE00000007, INF-ACT). The Microbiology and Virology Unit, Fondazione IRCCS Policlinico San Matteo is supported by funding from the Ministry of Health, RC80206. The Department of Molecular Medicine, University of Padova is supported by the European Union’s Horizon 2020 research and innovation program (VEO, grant agreement 874735) and the EU4Health program (DURABLE, grant agreement101102733). The Laboratory of Virology and Infectious Disease (M.R. MacDonald and C.M. Rice) is supported by NIH grants R01AI124690 and R01AI091707. Open Access funding provided by Rockefeller University.
Author contributions: A. Gervais, F. Rovida, M.A. Avanzini, S. Croce, S.-C. Lin, A. Ferrari, C.W. Thorball, O. Constant, T. Le Voyer, Q. Philippot, J. Rosain, M. Angelini, M. Pérez Lorenzo, L. Bizien, C. Achille, F. Trespidi, I. Cassaniti, D. Lilleri, C. Fornara, J.C. Sammartino, A. Piralla, C. Valsecchi, J. Fellay, L. Barzon, M.S. Diamond, S.-Y. Zhang, J.-L. Casanova, and A. Borghesi performed or supervised experiments, generated and analyzed data, and contributed to the manuscript by providing figures and tables. A. Marchal, L. Abel, and A. Cobat performed computational analyses of data. E. Burdino, D. Cereda, C. Marrocu, S. Ricagno, P. Cogo, M. Pacenti, A. Sinigaglia, M. Trevisan, A. Volpe, A. Marzollo, F. Conti, T. Lazzarotto, A. Pession, P. Viale, S. Ghirardello, V. Ghisetti, A. Aiuti, E. Jouanguy, P. Bastard, E. Percivalle, F. Baldanti, A. Puel, M.R. MacDonald, C.M. Rice, G. Rossini, K.O. Murray, Y. Simonin, and A. Nagy evaluated and recruited WNV patients and controls and/or control cohorts of patients. A. Gervais, J.-L. Casanova, and A. Borghesi wrote the manuscript. A. Coba, S.-Y. Zhang, J.-L. Casanova, and A. Borghesi supervised the project. J.-L. Casanova and A. Borghesi conceptualized the project. All the authors edited the manuscript.
References
Author notes
A. Gervais, F. Rovida, M.A. Avanzini, and S. Croce contributed equally to this paper.
A. Marchal1, S.-C. Lin, and A. Ferrari contributed equally to this paper.
M.R. MacDonald, C.M. Rice, G. Rossini, K.O. Murray, Y. Simonin, A. Nagy, L. Barzon, L. Abel, and M.S. Diamond contributed equally to this paper.
A. Cobat, S.-Y. Zhang, J.-L. Casanova, and A. Borghesi contributed equally to this paper.
Disclosures: Q. Philippot reported grants from Assistance Publique Hopitaux de Paris, Fondation Bettencourt Schueller, ARS Ile de France, and personal fees from Gilead outside the submitted work. M.S. Diamond reported personal fees from Topspin Therapeutics outside the submitted work. J.-L. Casanova reported a patent to PCT/US2021/042741 pending. No other disclosures were reported.