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Volume 31, Number 3—March 2025
Research
Model-Based Analysis of Impact, Costs, and Cost-Effectiveness of Tuberculosis Outbreak Investigations, United States
Table 1
Descriptions, estimates and uncertainty ranges for parameters describing TB outbreaks and outbreak investigations in study of impact, costs, and cost-effectiveness of TB outbreak investigations, United States*
Model parameters | Point estimate | Lower value | Upper value | Sources and additional notes |
---|---|---|---|---|
Projection of TB cases and outbreaks | ||||
Projected decline in TB cases, year-on-year % decline | 1.06% | 0% | 2% | Based on year-on-year % decline in TB cases in the United States, 2014–2019 (1). |
Change in TB incidence from the projected baseline because of other factors (e.g., COVID pandemic) | No change | 10% decrease | 5% increase | Assumption. If is the annual rate of decline in TB cases before the pandemic, and is the impact of the pandemic, then the number of TB cases projected in the year is given by: . |
R0 | 0.29 | 0.19 | 0.38 | Shrestha et al. (12)† |
Individual level heterogeneity, SD of the Poisson lognormal model |
1.9 |
1.8 |
2 |
Shrestha et al. (12)† |
Characterization of outbreak investigation | ||||
Outbreak investigation threshold | >3 cases | Assumption, as in Mindra et al. (2). | ||
No. contacts investigated per case during outbreak investigation | 55 | 10 | 78 | Mitruka et al. (3) reported 42 total contacts investigated per case among 27 outbreaks during 2002–2008; Mindra et al. (2) reported 88 contacts per case among 21 outbreaks during 2009–2015. We assumed that on average 10 contacts would be evaluated per case outside of outbreak investigation, on the basis of ARPE report (13), and that 5% of the case investigations occur as a part of outbreak investigation (Appendix). |
% Contacts evaluated | 79% | 75% | 85% | ARPE report (13) |
% LTBI diagnoses in evaluated contacts | 13% | 10% | 15% | Mitruka et al. (3), ARPE report (13) |
% Contacts with LTBI initiating LTBI treatment | 73% | 70% | 75% | ARPE report (13) |
% Contacts with LTBI completing LTBI treatment | 57% | 55% | 65% | ARPE report (13); this is a product of the percentage of contacts with LTBI initiating treatment, and percentage of those initiating that complete treatment. |
% Evaluated contacts with TB disease | 0.5% | 0.29% | 0.72% | Mitruka et al. (3) reports 0.62%; 0.72% by ARPE report (13); Mindra et al. (2) reports 0.29%. |
*3HP, 3 months of isoniazid and rifapentine; 9H, 9 months of isoniazid; ARPE, Aggregate Reports for Program Evaluation; CDC, Centers for Disease Control and Prevention; IGRA, interferon-γ release assay; LTBI, latent TB infection; QALY, quality-adjusted life-years; R0, basic reproduction number; TB, tuberculosis. †Based on Poisson lognormal distributions fitted to cluster-size distribution of genotype linked cases in the United States during 2012–2016.
References
- Onorato IM. Tuberculosis outbreaks in the United States. [The Comstock Lecture]. Int J Tuberc Lung Dis. 2000;4(Suppl 2):S121–6.PubMedGoogle Scholar
- Mindra G, Wortham JM, Haddad MB, Powell KM. Tuberculosis Outbreaks in the United States, 2009-2015. Public Health Rep. 2017;132:157–63. DOIPubMedGoogle Scholar
- Mitruka K, Oeltmann JE, Ijaz K, Haddad MB. Tuberculosis outbreak investigations in the United States, 2002-2008. Emerg Infect Dis. 2011;17:425–31. DOIPubMedGoogle Scholar
- Armstrong LR, Winston CA, Stewart B, Tsang CA, Langer AJ, Navin TR. Changes in tuberculosis epidemiology, United States, 1993-2017. Int J Tuberc Lung Dis. 2019;23:797–804. DOIPubMedGoogle Scholar
- Centers for Disease Control and Prevention. Reported tuberculosis in the United States, 2021 [cited 2023 May 22]. https://www.cdc.gov/tb/statistics/reports/2021
- Wortham JM, Li R, Althomsons SP, Kammerer S, Haddad MB, Powell KM. Tuberculosis genotype clusters and transmission in the U.S., 2009–2018. Am J Prev Med. 2021;61:201–8. DOIPubMedGoogle Scholar
- Raz KM, Talarico S, Althomsons SP, Kammerer JS, Cowan LS, Haddad MB, et al. Molecular surveillance for large outbreaks of tuberculosis in the United States, 2014-2018. Tuberculosis (Edinb). 2022;136:
102232 . DOIPubMedGoogle Scholar - Bamrah S, Yelk Woodruff RS, Powell K, Ghosh S, Kammerer JS, Haddad MB. Tuberculosis among the homeless, United States, 1994-2010. Int J Tuberc Lung Dis. 2013;17:1414–9. DOIPubMedGoogle Scholar
- Haddad MB, Mitruka K, Oeltmann JE, Johns EB, Navin TR. Characteristics of tuberculosis cases that started outbreaks in the United States, 2002-2011. Emerg Infect Dis. 2015;21:508–10. DOIPubMedGoogle Scholar
- France AM, Grant J, Kammerer JS, Navin TR. A field-validated approach using surveillance and genotyping data to estimate tuberculosis attributable to recent transmission in the United States. Am J Epidemiol. 2015;182:799–807. DOIPubMedGoogle Scholar
- Yuen CM, Kammerer JS, Marks K, Navin TR, France AM. Recent transmission of tuberculosis—United States, 2011–2014. PLoS One. 2016;11:
e0153728 . DOIPubMedGoogle Scholar - Shrestha S, Winglee K, Hill AN, Shaw T, Smith JP, Kammerer JS, et al. Model-based analysis of tuberculosis genotype clusters in the United States reveals high degree of heterogeneity in transmission and state-level differences across California, Florida, New York, and Texas. Clin Infect Dis. 2022;75:1433–41. DOIPubMedGoogle Scholar
- Centers for Disease Control and Prevention. 2020 Contact Investigations Report (ARPE Data) [cited 2023 Mar 31]. https://www.cdc.gov/tb/programs/evaluation/arpe-data.htm
- Menzies NA, Swartwood N, Testa C, Malyuta Y, Hill AN, Marks SM, et al. Time since infection and risks of future disease for individuals with Mycobacterium tuberculosis infection in the United States. Epidemiology. 2021;32:70–8. DOIPubMedGoogle Scholar
- Trauer JM, Moyo N, Tay E-L, Dale K, Ragonnet R, McBryde ES, et al. Risk of active tuberculosis in the five years following infection . . . 15%? Chest. 2016;149:516–25. DOIPubMedGoogle Scholar
- Sterling TR, Villarino ME, Borisov AS, Shang N, Gordin F, Bliven-Sizemore E, et al.; TB Trials Consortium PREVENT TB Study Team. Three months of rifapentine and isoniazid for latent tuberculosis infection. N Engl J Med. 2011;365:2155–66. DOIPubMedGoogle Scholar
- International Union Against Tuberculosis Committee on Prophylaxis. Efficacy of various durations of isoniazid preventive therapy for tuberculosis: five years of follow-up in the IUAT trial. Bull World Health Organ. 1982;60:555–64.PubMedGoogle Scholar
- Velen K, Shingde RV, Ho J, Fox GJ. The effectiveness of contact investigation among contacts of tuberculosis patients: a systematic review and meta-analysis. Eur Respir J. 2021;58:
2100266 . DOIPubMedGoogle Scholar - US Department of Health and Human Services Center for Medicare Services. Clinical laboratory fee schedule [cited 2024 Aug 16]. https://www.cms.gov/Medicare/Medicare-Fee-for-Service-Payment/ClinicalLabFeeSched/Clinical-Laboratory-Fee-Schedule-Files.html
- Njie GJ, Young KH, Beeler Asay GR. Estimating tuberculosis contact investigation costs in the United States: a systematic review. Poster presented at: National Tuberculosis Controllers Association Annual Conference; Rancho Mirage, California, USA; 2022 May 23–26.
- Jo Y, Shrestha S, Gomes I, Marks S, Hill A, Asay G, et al. Model-based cost-effectiveness of state-level latent tuberculosis interventions in California, Florida, New York, and Texas. Clin Infect Dis. 2021;73:e3476–82. DOIPubMedGoogle Scholar
- US Department of Health and Human Services Center for Medicare Services. Physician fee schedule [cited 2024 Aug 16]. https://www.cms.gov/apps/physician-fee-schedule/license-agreement.aspx
- Shepardson D, Marks SM, Chesson H, Kerrigan A, Holland DP, Scott N, et al. Cost-effectiveness of a 12-dose regimen for treating latent tuberculous infection in the United States. Int J Tuberc Lung Dis. 2013;17:1531–7. DOIPubMedGoogle Scholar
- Holland DP, Sanders GD, Hamilton CD, Stout JE. Costs and cost-effectiveness of four treatment regimens for latent tuberculosis infection. Am J Respir Crit Care Med. 2009;179:1055–60. DOIPubMedGoogle Scholar
- Belknap R, Holland D, Feng P-J, Millet J-P, Caylà JA, Martinson NA, et al.; TB Trials Consortium iAdhere Study Team. Self-administered versus directly observed once-weekly isoniazid and rifapentine treatment of latent tuberculosis infection: a randomized trial. Ann Intern Med. 2017;167:689–97. DOIPubMedGoogle Scholar
- Sotgiu G, Matteelli A, Getahun H, Girardi E, Sañé Schepisi M, Centis R, et al. Monitoring toxicity in individuals receiving treatment for latent tuberculosis infection: a systematic review versus expert opinion. Eur Respir J. 2015;45:1170–3. DOIPubMedGoogle Scholar
- Winston CA, Marks SM, Carr W. Estimated costs of 4-month pulmonary tuberculosis treatment regimen, United States. Emerg Infect Dis. 2023;29:2102–4. DOIPubMedGoogle Scholar
- Guo N, Marra CA, Marra F, Moadebi S, Elwood RK, Fitzgerald JM. Health state utilities in latent and active tuberculosis. Value Health. 2008;11:1154–61. DOIPubMedGoogle Scholar
- Kammerer JS, Shang N, Althomsons SP, Haddad MB, Grant J, Navin TR. Using statistical methods and genotyping to detect tuberculosis outbreaks. Int J Health Geogr. 2013;12:15. DOIPubMedGoogle Scholar
- Marks SM, Flood J, Seaworth B, Hirsch-Moverman Y, Armstrong L, Mase S, et al.; TB Epidemiologic Studies Consortium. Treatment practices, outcomes, and costs of multidrug-resistant and extensively drug-resistant tuberculosis, United States, 2005-2007. Emerg Infect Dis. 2014;20:812–21. DOIPubMedGoogle Scholar
- Taylor Z, Marks SM, Ríos Burrows NM, Weis SE, Stricof RL, Miller B. Causes and costs of hospitalization of tuberculosis patients in the United States. Int J Tuberc Lung Dis. 2000;4:931–9.PubMedGoogle Scholar
- Bureau of Economic Analysis. Personal consumption expenditures price index: health care [cited 2024 Aug 16]. https://www.bea.gov/data/personal-consumption-expenditures-price-index
- Tasillo A, Salomon JA, Trikalinos TA, Horsburgh CR Jr, Marks SM, Linas BP. Cost-effectiveness of testing and treatment for latent tuberculosis infection in residents born outside the United States with and without medical comorbidities in a simulation model. JAMA Intern Med. 2017;177:1755–64. DOIPubMedGoogle Scholar
- Menzies NA, Shrestha S, Parriott A, Marks SM, Hill AN, Dowdy DW, et al. The health and economic benefits of tests that predict future progression to tuberculosis disease. Epidemiology. 2022;33:75–83. DOIPubMedGoogle Scholar
- Young KH, Ehman M, Reves R, Peterson Maddox BL, Khan A, Chorba TL, et al. Tuberculosis contact investigations—United States, 2003–2012. MMWR Morb Mortal Wkly Rep. 2016;64:1369–74. DOIPubMedGoogle Scholar
- Miramontes R, Hill AN, Yelk Woodruff RS, Lambert LA, Navin TR, Castro KG, et al. Tuberculosis Infection in the United States: Prevalence Estimates from the National Health and Nutrition Examination Survey, 2011-2012. PLoS One. 2015;10:
e0140881 . DOIPubMedGoogle Scholar - Mirzazadeh A, Kahn JG, Haddad MB, Hill AN, Marks SM, Readhead A, et al. State-level prevalence estimates of latent tuberculosis infection in the United States by medical risk factors, demographic characteristics and nativity. PLoS One. 2021;16:
e0249012 . DOIPubMedGoogle Scholar - Labuda SM, McDaniel CJ, Talwar A, Braumuller A, Parker S, McGaha S, et al. Tuberculosis outbreak associated with delayed diagnosis and long infectious periods in rural Arkansas, 2010–2018. Public Health Rep. 2022;137:94–101. DOIPubMedGoogle Scholar
- Althomsons SP, Winglee K, Heilig CM, Talarico S, Silk B, Wortham J, et al. Using machine learning techniques and national tuberculosis surveillance data to predict excess growth in genotyped tuberculosis clusters. Am J Epidemiol. 2022;191:1936–43. DOIPubMedGoogle Scholar
- Jajou R, de Neeling A, van Hunen R, de Vries G, Schimmel H, Mulder A, et al. Epidemiological links between tuberculosis cases identified twice as efficiently by whole genome sequencing than conventional molecular typing: A population-based study. PLoS One. 2018;13:
e0195413 . DOIPubMedGoogle Scholar - Stucki D, Ballif M, Egger M, Furrer H, Altpeter E, Battegay M, et al. Standard genotyping overestimates transmission of Mycobacterium tuberculosis among immigrants in a low-incidence country. J Clin Microbiol. 2016;54:1862–70. DOIPubMedGoogle Scholar
- Byford S, Raftery J. Perspectives in economic evaluation. BMJ. 1998;316:1529–30. DOIPubMedGoogle Scholar
- Menzies NA, Quaife M, Allwood BW, Byrne AL, Coussens AK, Harries AD, et al. Lifetime burden of disease due to incident tuberculosis: a global reappraisal including post-tuberculosis sequelae. Lancet Glob Health. 2021;9:e1679–87. DOIPubMedGoogle Scholar
- Ryckman T, Robsky K, Cilloni L, Zawedde-Muyanja S, Ananthakrishnan R, Kendall EA, et al. Ending tuberculosis in a post-COVID-19 world: a person-centred, equity-oriented approach. Lancet Infect Dis. 2023;23:e59–66. DOIPubMedGoogle Scholar