By Matt Hitchings and Derek Cummings
Antibodies to SARS-CoV-2, the virus that causes Covid-19, were present in the blood of 96.4% of Americans over the age of 16 by September 2022. That’s according to a serosurvey – an analysis testing for the presence of these immune defense molecules – conducted on samples from blood donors.
A serosurvey like this one helps researchers estimate how many people have been exposed to any part of the coronavirus, whether via vaccination or infection. Both can trigger the generation of antibodies to SARS-CoV-2. And by identifying which kind of antibodies someone has in their blood, researchers can break down the 96.4% into different types of immunity: infection-derived, vaccine-derived and hybrid.
Covid-19 vaccines used in the United States are based on only one part of the virus – the spike, or S, protein. Researchers can tell that a person has been vaccinated and has not been infected if their blood has only anti-S antibodies that target that spike protein. If someone has anti-N antibodies, which target the virus’s nucleocapsid protein, it’s a sign that they’ve been infected by SARS-CoV-2. To reliably identify someone with hybrid immunity, a researcher would need to match someone who has anti-N antibodies to an official vaccination database.
What about the 3.6% without antibodies?
Immunologists know that antibody levels decrease in the months after a Covid-19 infection or vaccination, and this is true for many pathogens. It’s possible some people did have antibodies at one point, but they’re no longer detectable. And not every infection leads to a detectable antibody response, particularly if the case was mild or asymptomatic.
Another factor is the accuracy of the antibody test. No test is perfect, so a small percentage of people who truly have antibodies might come up negative.
Together, these considerations mean that the 96.4% number is likely an underestimate. It seems reasonable to conclude that almost no one in this population has neither been infected by SARS-CoV-2 nor received a Covid-19 vaccine.
A clearer picture of a virus’s spread
Serosurveys are useful for understanding how likely different types of people – of varying ages or races, for example – were to have been infected. For this purpose, a serosurvey can be much more reliable than using data on people who received a positive PCR test, or who report having had a positive rapid antigen test, because getting a positive test is heavily influenced by access to care, health care behavior and how severe your illness is. These are sources of what is called bias.
This bias has two effects: It leads to large underestimation of the proportion of the overall population infected, and it can lead to spurious differences between groups. For example, people with mild symptoms are less likely to get tested and are also likely to be younger. Researchers might draw the wrong conclusion that because they’re not getting tested these people aren’t actually catching the virus.
Looking at antibodies as a marker of infection is not biased by such behavioral factors. Many serosurveys, including ones that we worked on in Chennai, India, and Salvador, Brazil, found similar or even higher seroprevalence in children compared with young adults, contradicting an early narrative that children were less susceptible to the virus. Instead, our results suggested that infections in children were less likely to be detected.
What does this statistic mean for future waves?
Antibodies are not just a marker of previous infection; part of their job is to help prevent future infection with the same pathogen. So, serosurveys can be used to understand levels of immunity in the population.
For some diseases, like measles, immunity is essentially lifelong, and having antibodies means you are protected. However, for SARS-CoV-2 this is not the case, because the virus has continually evolved new variants that are able to reinfect people despite their antibodies.
Nevertheless, many studies have shown that individuals with hybrid immunity will be more protected against future infection and variants than those with vaccine- or infection-derived immunity alone. It may be useful to know the proportion of the population with single-source immunity in order to target certain groups with vaccination campaigns.
Matt Hitchings is Assistant Professor of Biostatistics at the University of Florida. Derek Cummings is Professor of Biology at the the Emerging Pathogens Institute at the University of Florida.
The Conversation arose out of deep-seated concerns for the fading quality of our public discourse and recognition of the vital role that academic experts could play in the public arena. Information has always been essential to democracy. It’s a societal good, like clean water. But many now find it difficult to put their trust in the media and experts who have spent years researching a topic. Instead, they listen to those who have the loudest voices. Those uninformed views are amplified by social media networks that reward those who spark outrage instead of insight or thoughtful discussion. The Conversation seeks to be part of the solution to this problem, to raise up the voices of true experts and to make their knowledge available to everyone. The Conversation publishes nightly at 9 p.m. on FlaglerLive.
Lamo says
Oh, get the shot, your not gonna get covid. Wear a mask, oh, wear 2. Do you sheep get it now???
Laurel says
Lamo: Don’t know what the hell you’re talking about. Both my husband and I are completely vaxed and boosted, wore masks, and neither one of us got covid 19. We will continue to get boosted as the vaccines come up, and Mayo Clinic advises.
So, who are the sheep and what is it they are supposed to get? Bleach injections? Horse de-worming pills? Die from fear of government bots? Suffocate to death? That’s who the sheep are.
mRNA has been around for years before covid 19, saw the story on NOVA years ago. It’s not as new as many people think. I’ll listen to Mayo Clinic any day before I listen to some half-assed, idiot politician. What did you do?
Sherry says
Thanks again Laurel! You are right on! My husband and I also got vaccinated and wore our masks. We lost loved ones to Covid. . . surprise, they were all unvaccinated. Just imagine if FOX told people not to take the polio vaccine, or the small pox vaccine, etc.? Why have so many people given our their brains to a media outlet that has been proven to publish lies and right winged propaganda??? The height of laziness is to stop thinking for yourself. . . to let others push your buttons of fear and hate! Insanity reigns!
YankeeExPat says
1,127,152 dead Americans unfortunately cannot post a rebuttal on their own behalf.
87,141 of which were Floridians with 114 of those from Flagler County
6,943,390 Worldwide
DaleL says
Vaccines are intended to train a person’s immune system in how to fight off an infection from a disease that the person has not yet been exposed to. It is rather like training a fire department’s personnel in how to fight a new type of fire. EVs are new, and an EV battery fire is different from a regular car’s gasoline fire. Having the fire personnel trained, does not prevent EV fires, but it greatly helps them to put out such a fire with minimal damage.
Similarly, a vaccine does not prevent a person from being exposed to COVID or any other disease. It does help a person overcome the disease with minimal or no ill effects. A mask, by reducing the number of infectious particles that a person is exposed to, also helps to give a person’s immune system time to respond.
As a testimonial, my wife and I are fully vaccinated and boosted. To our knowledge, we have not gotten COVID. If we did, it was so mild that we missed it. We rarely bother to mask now.
Eric says
Gullible sheep indeed
Dave says
One note about this “survey” that is not noted
“You need to consider who is in the group you’ve taken your samples from and whether they’re representative of the wider U.S. in terms of demographics, including location, age, biological sex, race/ethnicity, socioeconomic status, occupation and so on. Otherwise your finding might not be generalizable to the population as a whole”