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Feature KOBI WOLF/BLOOMBERG/GETTY KOBI About 50% of Israel’s population has so far been fully vaccinated against COVID-19, yet herd remains elusive. WHY HERD IMMUNITY FOR COVID IS PROBABLY IMPOSSIBLE Even with efforts in full force, the theoretical threshold for vanquishing COVID-19 looks to be out of reach. By Christie Aschwanden

s COVID-19 vaccination rates pick of the population gaining immunity, either then the will go away for good,” says up around the world, people have through or past exposure to the epidemiologist Lauren Ancel Meyers, execu- reasonably begun to ask: how much . But as the pandemic enters its second tive director of the University of Texas at Austin longer will this pandemic last? It’s year, the thinking has begun to shift. In Feb- COVID-19 Modeling Consortium. This shift an issue surrounded with uncer- ruary, independent data scientist Youyang Gu reflects the complexities and challenges of the tainties. But the once-popular idea changed the name of his popular COVID-19 pandemic, and shouldn’t overshadow the fact that enough people will eventually forecasting model from ‘Path to Herd Immu- that vaccination is helping. “The will gain immunity to SARS-CoV-2 to nity’ to ‘Path to Normality’. He said that reach- mean that the virus will start to dissipate on its Ablock most — a ‘herd-immunity ing a herd-immunity threshold was looking own,” Meyers says. But as new variants arise and threshold’ — is starting to look unlikely. unlikely because of factors such as vaccine hes- immunity from potentially wanes, That threshold is generally achievable only itancy, the emergence of new variants and the “we may find ourselves months or a year down with high vaccination rates, and many scien- delayed arrival of vaccinations for children. the road still battling the threat, and having to tists had thought that once people started Gu is a data scientist, but his thinking aligns deal with future surges”. being immunized en masse, herd immunity with that of many in the com- Long-term prospects for the pandemic would permit society to return to normal. Most munity. “We’re moving away from the idea probably include COVID-19 becoming an estimates had placed the threshold at 60–70% that we’ll hit the herd-immunity threshold and , much like . But in

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the near term, scientists are contemplating a DISPARITIES IN DISTRIBUTION new normal that does not include herd immu- The worldwide roll-out of COVID-19 vaccinations is uneven, as shown by this selection of countries. Even as some nity. Here are some of the reasons behind this nations approach a theoretical threshold for herd immunity, quashing the spread of the virus will prove di†icult. mindset, and what they mean for the next year Fully vaccinated Received at least one dose of the pandemic. Israel It’s unclear whether prevent transmission United Kingdom The key to herd immunity is that, even if a person becomes infected, there are too few susceptible hosts around to maintain trans-

mission — those who have been vaccinated or Serbia have already had the cannot contract and spread the virus. The COVID-19 vaccines Brazil developed by Moderna and Pfizer–BioNTech, for example, are extremely effective at prevent- Early estimates India for herd-immunity ing symptomatic disease, but it is still unclear threshold whether they protect people from becoming infected, or from spreading the virus to others. Jordan That poses a problem for herd immunity. “Herd immunity is only relevant if we have South Africa a transmission-blocking vaccine. If we don’t, 0 10 20 30 40 50 60 70 then the only way to get herd immunity in the Data as of 17 March 2021. Population (%)

SOURCE: OUR WORLD IN DATA OUR WORLD SOURCE: population is to give everyone the vaccine,” says Shweta Bansal, a mathematical biologist Institute of Technology in Haifa. As of mid- vaccine, 100% of over-18s will have to be vacci- at Georgetown University in Washington DC. March, around 50% of the country’s population nated to reach 76% immunity in the population. Vaccine effectiveness for halting transmission has been fully vaccinated with the two doses Another important thing to consider, Bansal needs to be “pretty darn high” for herd immu- required for protection. “Now the problem says, is the geographical structure of herd nity to matter, she says, and at the moment, is that young people don’t want to get their immunity. “No community is an island, and the the data aren’t conclusive. “The Moderna and shots,” Aran says, so local authorities are entic- landscape of immunity that surrounds a com- Pfizer data look quite encouraging,” she says, ing them with things such as free pizza and munity really matters,” she says. COVID-19 has but exactly how well these and other vaccines beer. Meanwhile, Israel’s neighbours Lebanon, occurred in clusters across the United States stop people from transmitting the virus will Syria, Jordan and Egypt have yet to vaccinate as a result of people’s behaviour or local poli- have big implications. even 1% of their respective populations. cies. Previous vaccination efforts suggest that A vaccine’s ability to block transmission Across the United States, access to vaccines uptake will tend to cluster geographically, too, doesn’t need to be 100% to make a difference. has been uneven. Some states, such as Georgia Bansal adds. Localized resistance to the Even 70% effectiveness would be “amazing”, and Utah, have fully vaccinated less than 10% vaccination, for example, has resulted in small says Samuel Scarpino, a network scientist who of their populations, whereas Alaska and New pockets of disease resurgence. “Geographic studies infectious at Northeastern Mexico have fully vaccinated more than 16%. clustering is going to make the path to herd University in Boston, Massachusetts. But In most countries, vaccine distribution is immunity a lot less of a straight line, and essen- there could still be a substantial amount of stratified by age, with priority given to older tially means we’ll be playing a game of whack-a- virus spread that would make it a lot harder people, who are at the highest risk of dying mole with COVID outbreaks.” Even for a country to break transmission chains. from COVID-19. When and whether there will with high vaccination rates, such as Israel, if be a vaccine approved for children, however, surrounding countries haven’t done the same Vaccine roll-out is uneven remains to be seen. Pfizer–BioNTech and Mod- and populations are able to mix, the potential The speed and distribution of vaccine roll-outs erna have now enrolled teens in clinical trials for new outbreaks remains. matters for various reasons, says Matt Ferrari, of their vaccines, and the Oxford–AstraZeneca an epidemiologist at Pennsylvania State Univer- and Sinovac Biotech vaccines are being tested New variants change the sity’s Center for Infectious Disease Dynamics in herd-immunity equation University Park. A perfectly coordinated global “We’ll be playing a game of Even as vaccine roll-out plans face distribu- campaign could have wiped out COVID-19, he tion and allocation hurdles, new variants of says, at least theoretically. “It’s a technically fea- whack-a-mole with COVID SARS-CoV-2 are sprouting up that might be sible thing, but in reality it’s very unlikely that outbreaks.” more transmissible and resistant to vaccines. we will achieve that on a global scale,” he says. “We’re in a race with the new variants,” says Sara There are huge variations in the efficiency of Del Valle, a mathematical and computational vaccine roll-outs between countries (see ‘Dis- in children as young as three. But results are still epidemiologist at Los Alamos National Labora- parities in distribution’), and even within them. months away. If it’s not possible to vaccinate tory in New Mexico. The longer it takes to stem Israel began vaccinating its citizens in children, many more adults would need to be transmission of the virus, the more time these December 2020, and thanks in part to a deal immunized to achieve herd immunity, Bansal variants have to emerge and spread, she says. with Pfizer–BioNTech to share data in exchange says. (Those aged 16 and older can receive the What’s happening in Brazil offers a caution- for vaccine doses, it currently leads the world in Pfizer–BioNTech vaccine, but other vaccines ary tale. Research published in Science suggests terms of roll-out. Early in the campaign, health are approved only for ages 18 and up.) In the that the slowdown of COVID-19 in the city of workers were vaccinating more than 1% of Isra- United States, for example, 24% of people are Manaus between May and October might have el’s population every day, says Dvir Aran, a bio- under 18 years old (according to 2010 cen- been attributable to herd-immunity effects medical data scientist at the Technion — Israel sus data). If most under-18s can’t receive the (L. F. Buss et al. Science 371, 288–292; 2021). The

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Feature behaviours such as mask wearing and . Non-pharmaceutical interventions will continue to play a crucial part in keeping cases down, Del Valle says. The whole point is to break the transmission path, she says, and limiting social contact and continuing protective behaviours such as masking can help to reduce the spread of new variants while vaccines are rolling out. But it’s going to be hard to stop people reverting to pre-pandemic behaviour. Texas and some other US state governments are already lifting mask mandates, even though substantial proportions of their populations remain unprotected. It’s frustrating to see people easing off these protective behaviours right now, Scarpino says, because continu- ing with measures that seem to be working, such as limiting indoor gatherings, could go a long way to helping end the pandemic.

The herd-immunity threshold is “not a ‘we’re PAIVA/GETTY RODRIGO Brazil began widespread distribution of Sinovac Biotech’s CoronaVac vaccine in January. safe’ threshold, it’s a ‘we’re safer’ threshold”, Scarpino says. Even after the threshold has area had been severely hit by the disease, and the preliminary evidence for SARS-CoV-2, it been passed, isolated outbreaks will still occur. immunologist Ester Sabino at the University seems that infection-associated immunity To understand the additive effects of of São Paulo, Brazil, and her colleagues calcu- wanes over time, so that needs to be factored behaviour and immunity, consider that this lated that more than 60% of the population in to calculations. “We’re still lacking conclu- flu season has been unusually mild. “Influ- had been infected by June 2020. According to sive data on waning immunity, but we do know enza is probably not less transmissible than some estimates, that should have been enough it’s not zero and not 100,” Bansal says. COVID-19,” Scarpino says. “Almost certainly, to get the population to the herd-immunity Modellers won’t be able to count everybody the reason why flu did not show up this year threshold, but in January Manaus saw a huge who’s been infected when calculating how close is because we typically have about 30% of the resurgence in cases. This spike happened after a population has come to the herd-immunity population immune because they’ve been the emergence of a new variant known as P.1, threshold. And they’ll have to account for the infected in previous years, and you get vac- which suggests that previous infections did not fact that the vaccines are not 100% effective. If cination covering maybe another 30%. So confer broad protection to the virus. “In Janu- infection-based immunity lasts only for some- you’re probably sitting at 60% or so immune.” ary, 100% of the cases in Manaus were caused thing like months, that provides a tight deadline Add mask wearing and social distancing, and by P.1,” Sabino says. Scarpino suspects that the for delivering vaccines. It will also be important “the flu just can’t make it”, Scarpino says. This 60% figure might have been an overestimate. to understand how long vaccine-based immu- back-of-the-envelope calculation shows how Even so, he says, “You still have resurgence in nity lasts, and whether boosters are necessary behaviour can change the equation, and why the face of a high level of immunity.” over time. For both these reasons, COVID-19 more people would need to be immunized to There’s another problem to contend with as could become like the flu. attain herd immunity as people stop practising immunity grows in a population, Ferrari says. behaviours such as social distancing. Higher rates of immunity can create selective Vaccines might change human Ending transmission of the virus is one pressure, which would favour variants that are behaviour way to return to normal. But another could able to infect people who have been immu- At current vaccination rates, Israel is closing in be preventing severe disease and death, says nized. Vaccinating quickly and thoroughly can on the theoretical herd-immunity threshold, Stefan Flasche, a vaccine epidemiologist at the prevent a new variant from gaining a foothold. Aran says. The problem is that, as more people London School of Hygiene & Tropical Medi- But again, the unevenness of vaccine roll-outs are vaccinated, they will increase their inter- cine. Given what is known about COVID-19 so creates a challenge, Ferrari says. “You’ve got actions, and that changes the herd-immunity far, “reaching herd immunity through vaccines a fair bit of immunity, but you still have a fair equation, which relies in part on how many alone is going to be rather unlikely”, he says. bit of disease, and you’re stuck in the middle.” people are being exposed to the virus. “The It’s time for more realistic expectations. The Vaccines will almost inevitably create new evo- vaccine is not bulletproof,” he says. Imagine vaccine is “an absolutely astonishing develop- lutionary pressures that produce variants, that a vaccine offers 90% protection: “If before ment”, but it’s unlikely to completely halt the which is a good reason to build infrastructure the vaccine you met at most one person, and spread, so we need to think of how we can live and processes to monitor for them, he adds. now with vaccines you meet ten people, you’re with the virus, Flasche says. This isn’t as grim back to square one.” as it might sound. Even without herd immu- Immunity might not last forever The most challenging aspects of modelling nity, the ability to vaccinate vulnerable peo- Calculations for herd immunity consider two COVID-19 are the sociological components, ple seems to be reducing hospitalizations and sources of individual immunity — vaccines Meyers says. “What we know about human deaths from COVID-19. The disease might not and natural infection. People who have been behaviour up until now is really thrown out disappear any time soon, but its prominence infected with SARS-CoV-2 seem to develop of the window because we are living in unprec- is likely to wane. some immunity to the virus, but how long that edented times and behaving in unprecedented lasts remains a question, Bansal says. Given ways.” Meyers and others are trying to adjust Christie Aschwanden is a science journalist in what’s known about other coronaviruses and their models on the fly to account for shifts in Cedaredge, Colorado.

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