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Clinical Review & Education

JAMA Insights Herd and Implications for SARS-CoV-2 Control

Saad B. Omer, MBBS, MPH, PhD; Inci Yildirim, MD, PhD, MSc; Howard P. Forman, MD, MBA

Herd immunity, also known as indirect protection,community immu- thatproducetransientimmunity,thepoolofsusceptibleindividualssoon nity,orcommunity protection, refers to the protection of susceptible increases in the absence of a and outbreaks reappear. With an individuals against an when a sufficiently large proportion of effectivevaccineandvaccineprogram,herdimmunitycanbesustained immune individuals exist in a population. In other words, herd immu- (evenifperiodicvaccinationisrequiredtodoso)andoutbreakscanbe nity is the inability of infected curtailed as long as the community maintains the necessary levels. individuals to propagate an epi- Author Audio Interview demic outbreak due to lack of Role of Heterogeneity contactwithsufficientnumbersof Nominal herd immunity thresholds assume random mixing be- JAMA Patient Page page 2113 susceptible individuals. It stems tween individuals in a population. However, daily life is more com- fromtheindividualimmunitythatmaybegainedthroughnaturalinfec- plicated; individuals mix nonrandomly and some individuals have tionorthroughvaccination.Thetermherdimmunitywasinitiallyintro- highernumbersofinteractionsthanothers.Empiricallyvalidatednet- duced more than a century ago. In the latter half of the 20th century, work models have shown that individuals who have higher num- the use of the term became more prevalent with the expansion of im- bers of interactions get infected earlier in outbreaks.5 This may con- munization programs and the need for describing targets for immuni- tribute to slowing of community spread of an infection before zation coverage, discussions on eradication, and cost- reaching the nominal herd immunity threshold. However, there is effectiveness analyses of programs.1 uncertainty regarding the precise effect of heterogeneity in social Eradication of and sustained reductions in disease in- mixing on herd immunity against SARS-CoV-2. cidence in adults and those who are not vaccinated following rou- tine childhood with conjugated Haemophilus influ- T-Cell Cross-reactivity enzae type B and pneumococcal are successful examples T-cells are important mediators of immunity. Recent reports have of the effects of vaccine-induced herd immunity.1 suggested that cross-reactivity with other coronaviruses may con- fer relative protection of the population from coronavirus disease Herd Immunity Threshold 2019 (COVID-19).6 It is less clear that T-cellcross-reactivity could pro- The herd immunity threshold is defined as the proportion of individu- vide sterilizing immunity (ie, that the could not carry nor trans- als in a population who, having acquired immunity, can no longer par- mit infection) as opposed to reducing the severity of illness. ticipate in the chain of . If the proportion of immune in- dividualsinapopulationisabovethisthreshold,currentoutbreakswill Infection-Based Herd Immunity as Policy extinguish and transmission of the pathogen will be inter- An infection-based herd immunity approach (ie, letting the low- rupted. In the simplest model, the herd immunity threshold depends risk groups become infected while “sequestering” the susceptible

on the basic reproduction number (R0; the average number of per- groups) has been proposed to slow the spread of SARS-CoV-2. How- sons infected by an infected person in a fully susceptible population) ever, such a strategy is fraught with risks. For example, even with 2,3 and is calculated as 1 − 1/R0 (Figure). The effective reproduction modest infection fatality ratios, a new pathogen will result in sub- number incorporates partially immune populations and accounts for stantial mortality because most, if not all, of the population would dynamicchangesintheproportionofsusceptibleindividualsinapopu- nothaveimmunitytothepathogen.Sequesteringthehigh-riskpopu- lation, such as seen during an outbreak or following mass immuniza- lations is impractical because that initially transmit in low- tions. A highly communicable pathogen, such as , will have a mortality populations can spread to high-mortality populations.

high R0 (12-18) and a high proportion of the population must be im- Moreover, so far, there is no example of a large-scale successful in- mune to decrease sustained transmission. Since the beginning of the tentional infection-based herd immunity strategy. severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pan- There are only rare instances of seemingly sustained herd immu-

demic, most of the studies estimated the SARS-CoV-2 R0 to be in the nity being achieved through infection. The most recent and well- rangeof2to3.2 Assuming no population immunity and that all indi- documented example relates to Zika in Salvador, Brazil. Early in the viduals are equally susceptible and equally infectious, the herd immu- COVID-19 , as other countries in Europe were locking down nity threshold for SARS-CoV-2 would be expected to range between in late February and early March of 2020, Sweden made a decision 50% and 67% in the absence of any interventions. against lockdown. Initially, some local authorities and journalists de- scribed this as the herd immunity strategy: Sweden would do its best Duration of Protection toprotectthemostvulnerable,butotherwiseaimtoseesufficientnum- For both naturally acquired and vaccine-induced immunity, the dura- bers of citizens become infected with the goal of achieving true infec- bility of immune memory is a critical factor in determining population- tion-based herd immunity. By late March 2020, Sweden abandoned level protection and sustaining herd immunity.In the case of measles, thisstrategyinfavorofactiveinterventions;mostuniversitiesandhigh varicella,andrubella,long-termimmunityhasbeenachievedbothwith schools were closed to students, travel restrictions were put in place, infection as well as vaccination. With seasonal coronaviruses, durable work from home was encouraged, and bans on groups of more than immunityhasnotbeenobservedorhasbeenshortlived.4Forinfections 50 individuals were enacted. Far from achieving herd immunity, the

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Figure. Herd Immunity Thresholds by Disease

100 Measles, Ghana, 1960-1968 90 Poliomyelitis, Europe, 1955-1960 80 Smallpox, Indian subcontinent, 1968-1973 70 1918 H1N1 , Geneva, fall wave 60 SARS , 2002-2003

50 SARS-CoV-2, 2020

40 Zika, South America, 2015-2016

30 H2N2 influenza pandemic, , 1957 Herd immunity threshold, % 1918 H1N1 influenza, 20 Geneva, spring wave , Guinea, 2014 10 H1N1 influenza, South Africa, 2009 0 0 1 2 3 4 5 6 7 8 9 10111213141516 R Basic reproduction number ( 0)

The locations included are the locations in which the threshold was measured.

seroprevalence in Stockholm, Sweden, was reported to be less cines will help to reach the herd immunity threshold, but the effec- than 8% in April 2020,7 which is comparable to several other cities tiveness of the vaccine(s) and the vaccine coverage are to be seen. (ie, Geneva, Switzerland,8 and Barcelona, Spain9). The population of the United States is about 330 million. Based Conclusions on World Health Organization estimates of an infection fatality rate Herd immunity is an important defense against outbreaks and has of0.5%,about198millionindividualsintheUnitedStatesareneeded shown success in regions with satisfactory vaccination rates. Impor- to be immune to reach a herd immunity threshold of approxi- tantly, even small deviations from protective levels can allow for mately 60%, which would lead to several hundred thousand addi- significant outbreaks due to local clusters of susceptible individuals, tional deaths. Assuming that less than 10% of the population has ashasbeenseenwithmeaslesoverthepastfewyears.Therefore,vac- been infected so far,10 with an infection-induced immunity lasting cines must not only be effective, but vaccination programs must 2 to 3 years (duration unknown), infection-induced herd immunity be efficient and broadly adopted to ensure that those who cannot be is not realistic at this point to control the pandemic. SARS-CoV-2 vac- directly protected will nonetheless derive relative protections.

ARTICLE INFORMATION 2. Reproduction number (R) and growth rate (r) of Sweden. Published May 20, 2020. Accessed Author Affiliations: Yale Institute for Global Health, the COVID-19 epidemic in the UK: methods of September 30, 2020. https://www. NewHaven,Connecticut(Omer,Yildirim); Departments estimation, data sources, causes of heterogeneity, folkhalsomyndigheten.se/nyheter-och-press/ of Internal Medicine and of Microbial and use as a guide in policy formulation. The Royal nyhetsarkiv/2020/maj/forsta-resultaten-fran- , Yale Schools of Medicine and , Society. Preprint posted August 24, 2020. Accessed pagaende-undersokning-av-antikroppar-for-covid- NewHaven,Connecticut(Omer);SectionofInfectious October 16, 2020. https://royalsociety.org/-/media/ 19-virus/ Diseases and Global Health, Department of Pediatrics, policy/projects/set-c/set-covid-19-R-estimates.pdf 8. Stringhini S, Wisniak A, Piumatti G, et al. Yale School of Medicine, New Haven, Connecticut 3. van den Driessche P. Reproduction numbers of Seroprevalence of anti-SARS-CoV-2 IgG in (Yildirim); Yale School of Public Health, New Haven, infectious disease models. Infect Dis Model.2017;2 Geneva, Switzerland (SEROCoV-POP): Connecticut (Forman); Yale School of Management, (3):288-303. a population-based study. Lancet. 2020;396(10247): New Haven, Connecticut (Forman). 4. Edridge AWD, Kaczorowska J, Hoste ACR, et al. 313-319. doi:10.1016/S0140-6736(20)31304-0 Corresponding Author: Saad B. Omer, MBBS, Seasonal coronavirus protective immunity is 9. Pollán M, Pérez-Gómez B, Pastor-Barriuso R, MPH, PhD, Yale University, 1 Church St, New Haven, short-lasting. Nat Med. Published online September et al; ENE-COVID Study Group. of CT 06510 ([email protected]). 14, 2020. doi:10.1038/s41591-020-1083-1 SARS-CoV-2 in Spain (ENE-COVID): a nationwide, Published Online: October 19, 2020. 5. Christakis NA, Fowler JH. Social network sensors population-based seroepidemiological study. Lancet. doi:10.1001/jama.2020.20892 for early detection of contagious outbreaks. PLoS 2020;396(10250):535-544. doi:10.1016/S0140-6736 (20)31483-5 Conflict of Interest Disclosures: Dr Yildirim One. 2010;5(9):e12948. doi:10.1371/journal.pone. reported being a member of the mRNA-1273 Study 0012948 10. Anand S, Montez-Rath M, Han J, et al. Group. No other disclosures were reported. 6. Mateus J, Grifoni A, Tarke A, et al. Selective and Prevalence of SARS-CoV-2 antibodies in a large cross-reactive SARS-CoV-2 T cell in nationwide sample of patients on dialysis in the REFERENCES unexposed humans. Science. 2020;370(6512):89- USA: a cross-sectional study. Lancet. Published online 94. doi:10.1126/science.abd3871 September 25, 2020. doi:10.1016/S0140-6736(20) 1. Fine P, Eames K, Heymann DL. “Herd immunity”: 32009-2 a rough guide. Clin Infect Dis. 2011;52(7):911-916. 7. Initial results from ongoing investigation of doi:10.1093/cid/cir007 antibodies to COVID-19 . Public Health Agency of

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