Biomarker-guided tuberculosis preventive therapy (CORTIS): a randomised controlled trial

Targeted preventive therapy for individuals at highest risk of incident tuberculosis might impact the epidemic by interrupting transmission. We tested performance of a transcriptomic signature of tuberculosis (RISK11) and efficacy of signature-guided preventive therapy in parallel, using a hybrid th...

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Published inThe Lancet infectious diseases Vol. 21; no. 3; pp. 354 - 365
Main Authors Scriba, Thomas J, Fiore-Gartland, Andrew, Borate, Bhavesh, Mendelsohn, Simon C, Hadley, Katie, Hikuam, Chris, Kaskar, Masooda, Bilek, Nicole, Self, Steven, Sumner, Tom, White, Richard G, Jaxa, Lungisa, Raphela, Rodney, Brumskine, William, Hiemstra, Andriëtte, Malherbe, Stephanus T, Naidoo, Kogieleum, Churchyard, Gavin, Hatherill, Mark, Baepanye, Kesenogile, Baepanye, Tshepiso, Clarke, Ken, Collignon, Marelize, Dlamini, Audrey, Eyre, Candice, Fikizolo, Moogo, Goliath, Thelma, Malefo-Grootboom, Shirley, Janse van Rensburg, Elba, Janse van Rensburg, Bonita, Kock, Adrianne, Lakhi, Aneessa, Langa, Nondumiso, Mabasa, Immaculate, Mabe, Dorah, Mabuza, Nkosinathi, Majola, Molly, Makhubalo, Blossom, Malay, Vernon, Market, Juanita, Mbipa, Nontsikelelo, Mmotsa, Tsiamo, Modipa, Sylvester, Moswegu, Palesa, Nel, Maryna, Ntamo, Bantubonke, Ntoahae, Lawerence, Ntshauba, Tedrius, Seabela, Letlhogonolo, Selepe, Pearl, Senne, Melissa, Serake, MG, Tshikovhi, Vincent, Tswaile, Lebogang, van Aswegen, Amanda, Mbata, Lungile, Takavamanya, Constance, Taljaard, Marthinette, Sayed, Sharfuddin, Nielson, Tanya, Ni Sein, Ni, Zulu, Mbali Ignatia, Maphanga, Nonhle Bridgette, Hlathi, Senzo Ralph, Gumede, Goodness Khanyisile, Jali, Zandile Patrica, Cwele, Thobelani, Dlamini, Celaphiwe, Nzimande, Sphelele Simo, Maharaj, Bhavna, Moosa, Atika, Corris, Cara-Mia, Luabeya, Angelique Kany Kany, Shenje, Justin, Rossouw, Susan, Braaf, Samentra, Carstens, Alida, Jansen, Ruwiyda, Mabwe, Simbarashe, Mulenga, Humphrey, Veldsman, Ashley, Makhete, Lebohgang, Steyn, Marcia, Buhlungu, Sivuyile, Erasmus, Margareth, Plaatjie, Patiswa, Veldtsman, Helen, Petersen, Christel, Moses, Miriam, Magawu, Nomsitho, Mactavie, Lauren, Filander, Elizabeth, Nqakala, Nambitha, Khoury, Justine, Kriel, Belinda, Tonsing, Susanne, Ahlers, Petri, Flinn, Marika, Chung, Eva, Sato, Alicia
Format Journal Article
LanguageEnglish
Published United States Elsevier Ltd 01.03.2021
Elsevier B.V
Elsevier Limited
Elsevier Science ;, The Lancet Pub. Group
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Abstract Targeted preventive therapy for individuals at highest risk of incident tuberculosis might impact the epidemic by interrupting transmission. We tested performance of a transcriptomic signature of tuberculosis (RISK11) and efficacy of signature-guided preventive therapy in parallel, using a hybrid three-group study design. Adult volunteers aged 18–59 years were recruited at five geographically distinct communities in South Africa. Whole blood was sampled for RISK11 by quantitative RT-PCR assay from eligible volunteers without HIV, recent previous tuberculosis (ie, <3 years before screening), or comorbidities at screening. RISK11-positive participants were block randomised (1:2; block size 15) to once-weekly, directly-observed, open-label isoniazid and rifapentine for 12 weeks (ie, RISK11 positive and 3HP positive), or no treatment (ie, RISK11 positive and 3HP negative). A subset of eligible RISK11-negative volunteers were randomly assigned to no treatment (ie, RISK11 negative and 3HP negative). Diagnostic discrimination of prevalent tuberculosis was tested in all participants at baseline. Thereafter, prognostic discrimination of incident tuberculosis was tested in the untreated RISK11-positive versus RISK11-negative groups, and treatment efficacy in the 3HP-treated versus untreated RISK11-positive groups, during active surveillance through 15 months. The primary endpoint was microbiologically confirmed pulmonary tuberculosis. The primary outcome measures were risk ratio [RR] for tuberculosis of RISK11-positive to RISK11-negative participants, and treatment efficacy. This trial is registered with ClinicalTrials.gov, NCT02735590. 20 207 volunteers were screened, and 2923 participants were enrolled, including RISK11-positive participants randomly assigned to 3HP (n=375) or no 3HP (n=764), and 1784 RISK11-negative participants. Cumulative probability of prevalent or incident tuberculosis disease was 0·066 (95% CI 0·049 to 0·084) in RISK11-positive (3HP negative) participants and 0·018 (0·011 to 0·025) in RISK11-negative participants (RR 3·69, 95% CI 2·25–6·05) over 15 months. Tuberculosis prevalence was 47 (4·1%) of 1139 versus 14 (0·78%) of 1984 in RISK11-positive compared with RISK11-negative participants, respectively (diagnostic RR 5·13, 95% CI 2·93 to 9·43). Tuberculosis incidence over 15 months was 2·09 (95% CI 0·97 to 3·19) vs 0·80 (0·30 to 1·30) per 100 person years in RISK11-positive (3HP-negative) participants compared with RISK11-negative participants (cumulative incidence ratio 2·6, 95% CI 1·2 to 5·9). Serious adverse events related to 3HP included one hospitalisation for seizures (unintentional isoniazid overdose) and one death of unknown cause (possibly temporally related). Tuberculosis incidence over 15 months was 1·94 (95% CI 0·35 to 3·50) versus 2·09 (95% CI 0·97 to 3·19) per 100 person-years in 3HP-treated RISK11-positive participants compared with untreated RISK11-positive participants (efficacy 7·0%, 95% CI −145 to 65). The RISK11 signature discriminated between individuals with prevalent tuberculosis, or progression to incident tuberculosis, and individuals who remained healthy, but provision of 3HP to signature-positive individuals after exclusion of baseline disease did not reduce progression to tuberculosis over 15 months. Bill and Melinda Gates Foundation, South African Medical Research Council.
AbstractList BACKGROUNDTargeted preventive therapy for individuals at highest risk of incident tuberculosis might impact the epidemic by interrupting transmission. We tested performance of a transcriptomic signature of tuberculosis (RISK11) and efficacy of signature-guided preventive therapy in parallel, using a hybrid three-group study design. METHODSAdult volunteers aged 18-59 years were recruited at five geographically distinct communities in South Africa. Whole blood was sampled for RISK11 by quantitative RT-PCR assay from eligible volunteers without HIV, recent previous tuberculosis (ie, <3 years before screening), or comorbidities at screening. RISK11-positive participants were block randomised (1:2; block size 15) to once-weekly, directly-observed, open-label isoniazid and rifapentine for 12 weeks (ie, RISK11 positive and 3HP positive), or no treatment (ie, RISK11 positive and 3HP negative). A subset of eligible RISK11-negative volunteers were randomly assigned to no treatment (ie, RISK11 negative and 3HP negative). Diagnostic discrimination of prevalent tuberculosis was tested in all participants at baseline. Thereafter, prognostic discrimination of incident tuberculosis was tested in the untreated RISK11-positive versus RISK11-negative groups, and treatment efficacy in the 3HP-treated versus untreated RISK11-positive groups, during active surveillance through 15 months. The primary endpoint was microbiologically confirmed pulmonary tuberculosis. The primary outcome measures were risk ratio [RR] for tuberculosis of RISK11-positive to RISK11-negative participants, and treatment efficacy. This trial is registered with ClinicalTrials.gov, NCT02735590. FINDINGS20 207 volunteers were screened, and 2923 participants were enrolled, including RISK11-positive participants randomly assigned to 3HP (n=375) or no 3HP (n=764), and 1784 RISK11-negative participants. Cumulative probability of prevalent or incident tuberculosis disease was 0·066 (95% CI 0·049 to 0·084) in RISK11-positive (3HP negative) participants and 0·018 (0·011 to 0·025) in RISK11-negative participants (RR 3·69, 95% CI 2·25-6·05) over 15 months. Tuberculosis prevalence was 47 (4·1%) of 1139 versus 14 (0·78%) of 1984 in RISK11-positive compared with RISK11-negative participants, respectively (diagnostic RR 5·13, 95% CI 2·93 to 9·43). Tuberculosis incidence over 15 months was 2·09 (95% CI 0·97 to 3·19) vs 0·80 (0·30 to 1·30) per 100 person years in RISK11-positive (3HP-negative) participants compared with RISK11-negative participants (cumulative incidence ratio 2·6, 95% CI 1·2 to 5·9). Serious adverse events related to 3HP included one hospitalisation for seizures (unintentional isoniazid overdose) and one death of unknown cause (possibly temporally related). Tuberculosis incidence over 15 months was 1·94 (95% CI 0·35 to 3·50) versus 2·09 (95% CI 0·97 to 3·19) per 100 person-years in 3HP-treated RISK11-positive participants compared with untreated RISK11-positive participants (efficacy 7·0%, 95% CI -145 to 65). INTERPRETATIONThe RISK11 signature discriminated between individuals with prevalent tuberculosis, or progression to incident tuberculosis, and individuals who remained healthy, but provision of 3HP to signature-positive individuals after exclusion of baseline disease did not reduce progression to tuberculosis over 15 months. FUNDINGBill and Melinda Gates Foundation, South African Medical Research Council.
Targeted preventive therapy for individuals at highest risk of incident tuberculosis might impact the epidemic by interrupting transmission. We tested performance of a transcriptomic signature of tuberculosis (RISK11) and efficacy of signature-guided preventive therapy in parallel, using a hybrid three-group study design. Adult volunteers aged 18-59 years were recruited at five geographically distinct communities in South Africa. Whole blood was sampled for RISK11 by quantitative RT-PCR assay from eligible volunteers without HIV, recent previous tuberculosis (ie, <3 years before screening), or comorbidities at screening. RISK11-positive participants were block randomised (1:2; block size 15) to once-weekly, directly-observed, open-label isoniazid and rifapentine for 12 weeks (ie, RISK11 positive and 3HP positive), or no treatment (ie, RISK11 positive and 3HP negative). A subset of eligible RISK11-negative volunteers were randomly assigned to no treatment (ie, RISK11 negative and 3HP negative). Diagnostic discrimination of prevalent tuberculosis was tested in all participants at baseline. Thereafter, prognostic discrimination of incident tuberculosis was tested in the untreated RISK11-positive versus RISK11-negative groups, and treatment efficacy in the 3HP-treated versus untreated RISK11-positive groups, during active surveillance through 15 months. The primary endpoint was microbiologically confirmed pulmonary tuberculosis. The primary outcome measures were risk ratio [RR] for tuberculosis of RISK11-positive to RISK11-negative participants, and treatment efficacy. This trial is registered with ClinicalTrials.gov, NCT02735590. 20 207 volunteers were screened, and 2923 participants were enrolled, including RISK11-positive participants randomly assigned to 3HP (n=375) or no 3HP (n=764), and 1784 RISK11-negative participants. Cumulative probability of prevalent or incident tuberculosis disease was 0·066 (95% CI 0·049 to 0·084) in RISK11-positive (3HP negative) participants and 0·018 (0·011 to 0·025) in RISK11-negative participants (RR 3·69, 95% CI 2·25-6·05) over 15 months. Tuberculosis prevalence was 47 (4·1%) of 1139 versus 14 (0·78%) of 1984 in RISK11-positive compared with RISK11-negative participants, respectively (diagnostic RR 5·13, 95% CI 2·93 to 9·43). Tuberculosis incidence over 15 months was 2·09 (95% CI 0·97 to 3·19) vs 0·80 (0·30 to 1·30) per 100 person years in RISK11-positive (3HP-negative) participants compared with RISK11-negative participants (cumulative incidence ratio 2·6, 95% CI 1·2 to 5·9). Serious adverse events related to 3HP included one hospitalisation for seizures (unintentional isoniazid overdose) and one death of unknown cause (possibly temporally related). Tuberculosis incidence over 15 months was 1·94 (95% CI 0·35 to 3·50) versus 2·09 (95% CI 0·97 to 3·19) per 100 person-years in 3HP-treated RISK11-positive participants compared with untreated RISK11-positive participants (efficacy 7·0%, 95% CI -145 to 65). The RISK11 signature discriminated between individuals with prevalent tuberculosis, or progression to incident tuberculosis, and individuals who remained healthy, but provision of 3HP to signature-positive individuals after exclusion of baseline disease did not reduce progression to tuberculosis over 15 months. Bill and Melinda Gates Foundation, South African Medical Research Council.
Summary Background Targeted preventive therapy for individuals at highest risk of incident tuberculosis might impact the epidemic by interrupting transmission. We tested performance of a transcriptomic signature of tuberculosis (RISK11) and efficacy of signature-guided preventive therapy in parallel, using a hybrid three-group study design. Methods Adult volunteers aged 18–59 years were recruited at five geographically distinct communities in South Africa. Whole blood was sampled for RISK11 by quantitative RT-PCR assay from eligible volunteers without HIV, recent previous tuberculosis (ie, <3 years before screening), or comorbidities at screening. RISK11-positive participants were block randomised (1:2; block size 15) to once-weekly, directly-observed, open-label isoniazid and rifapentine for 12 weeks (ie, RISK11 positive and 3HP positive), or no treatment (ie, RISK11 positive and 3HP negative). A subset of eligible RISK11-negative volunteers were randomly assigned to no treatment (ie, RISK11 negative and 3HP negative). Diagnostic discrimination of prevalent tuberculosis was tested in all participants at baseline. Thereafter, prognostic discrimination of incident tuberculosis was tested in the untreated RISK11-positive versus RISK11-negative groups, and treatment efficacy in the 3HP-treated versus untreated RISK11-positive groups, during active surveillance through 15 months. The primary endpoint was microbiologically confirmed pulmonary tuberculosis. The primary outcome measures were risk ratio [RR] for tuberculosis of RISK11-positive to RISK11-negative participants, and treatment efficacy. This trial is registered with ClinicalTrials.gov, NCT02735590. Findings 20 207 volunteers were screened, and 2923 participants were enrolled, including RISK11-positive participants randomly assigned to 3HP (n=375) or no 3HP (n=764), and 1784 RISK11-negative participants. Cumulative probability of prevalent or incident tuberculosis disease was 0·066 (95% CI 0·049 to 0·084) in RISK11-positive (3HP negative) participants and 0·018 (0·011 to 0·025) in RISK11-negative participants (RR 3·69, 95% CI 2·25–6·05) over 15 months. Tuberculosis prevalence was 47 (4·1%) of 1139 versus 14 (0·78%) of 1984 in RISK11-positive compared with RISK11-negative participants, respectively (diagnostic RR 5·13, 95% CI 2·93 to 9·43). Tuberculosis incidence over 15 months was 2·09 (95% CI 0·97 to 3·19) vs 0·80 (0·30 to 1·30) per 100 person years in RISK11-positive (3HP-negative) participants compared with RISK11-negative participants (cumulative incidence ratio 2·6, 95% CI 1·2 to 5·9). Serious adverse events related to 3HP included one hospitalisation for seizures (unintentional isoniazid overdose) and one death of unknown cause (possibly temporally related). Tuberculosis incidence over 15 months was 1·94 (95% CI 0·35 to 3·50) versus 2·09 (95% CI 0·97 to 3·19) per 100 person-years in 3HP-treated RISK11-positive participants compared with untreated RISK11-positive participants (efficacy 7·0%, 95% CI −145 to 65). Interpretation The RISK11 signature discriminated between individuals with prevalent tuberculosis, or progression to incident tuberculosis, and individuals who remained healthy, but provision of 3HP to signature-positive individuals after exclusion of baseline disease did not reduce progression to tuberculosis over 15 months. Funding Bill and Melinda Gates Foundation, South African Medical Research Council.
Targeted preventive therapy for individuals at highest risk of incident tuberculosis might impact the epidemic by interrupting transmission. We tested performance of a transcriptomic signature of tuberculosis (RISK11) and efficacy of signature-guided preventive therapy in parallel, using a hybrid three-group study design. Adult volunteers aged 18–59 years were recruited at five geographically distinct communities in South Africa. Whole blood was sampled for RISK11 by quantitative RT-PCR assay from eligible volunteers without HIV, recent previous tuberculosis (ie, <3 years before screening), or comorbidities at screening. RISK11-positive participants were block randomised (1:2; block size 15) to once-weekly, directly-observed, open-label isoniazid and rifapentine for 12 weeks (ie, RISK11 positive and 3HP positive), or no treatment (ie, RISK11 positive and 3HP negative). A subset of eligible RISK11-negative volunteers were randomly assigned to no treatment (ie, RISK11 negative and 3HP negative). Diagnostic discrimination of prevalent tuberculosis was tested in all participants at baseline. Thereafter, prognostic discrimination of incident tuberculosis was tested in the untreated RISK11-positive versus RISK11-negative groups, and treatment efficacy in the 3HP-treated versus untreated RISK11-positive groups, during active surveillance through 15 months. The primary endpoint was microbiologically confirmed pulmonary tuberculosis. The primary outcome measures were risk ratio [RR] for tuberculosis of RISK11-positive to RISK11-negative participants, and treatment efficacy. This trial is registered with ClinicalTrials.gov, NCT02735590. 20 207 volunteers were screened, and 2923 participants were enrolled, including RISK11-positive participants randomly assigned to 3HP (n=375) or no 3HP (n=764), and 1784 RISK11-negative participants. Cumulative probability of prevalent or incident tuberculosis disease was 0·066 (95% CI 0·049 to 0·084) in RISK11-positive (3HP negative) participants and 0·018 (0·011 to 0·025) in RISK11-negative participants (RR 3·69, 95% CI 2·25–6·05) over 15 months. Tuberculosis prevalence was 47 (4·1%) of 1139 versus 14 (0·78%) of 1984 in RISK11-positive compared with RISK11-negative participants, respectively (diagnostic RR 5·13, 95% CI 2·93 to 9·43). Tuberculosis incidence over 15 months was 2·09 (95% CI 0·97 to 3·19) vs 0·80 (0·30 to 1·30) per 100 person years in RISK11-positive (3HP-negative) participants compared with RISK11-negative participants (cumulative incidence ratio 2·6, 95% CI 1·2 to 5·9). Serious adverse events related to 3HP included one hospitalisation for seizures (unintentional isoniazid overdose) and one death of unknown cause (possibly temporally related). Tuberculosis incidence over 15 months was 1·94 (95% CI 0·35 to 3·50) versus 2·09 (95% CI 0·97 to 3·19) per 100 person-years in 3HP-treated RISK11-positive participants compared with untreated RISK11-positive participants (efficacy 7·0%, 95% CI −145 to 65). The RISK11 signature discriminated between individuals with prevalent tuberculosis, or progression to incident tuberculosis, and individuals who remained healthy, but provision of 3HP to signature-positive individuals after exclusion of baseline disease did not reduce progression to tuberculosis over 15 months. Bill and Melinda Gates Foundation, South African Medical Research Council.
Audience Academic
Author Erasmus, Mzwandile
Matshego, Selvy
Selepe, Pearl
Majola, Molly
Mabe, Dorah
Sayed, Sharfuddin
Hiemstra, Andriette
Mabasa, Immaculate
Chung, Eva
Kaskar, Masooda
Ni Sein, Ni
Hlathi, Senzo Ralph
Valley, Habibullah
Moswegu, Palesa
Scriba, Thomas J
Borate, Bhavesh
Luphoko, Marillyn
Nchwe, Grace
Dlamini, Celaphiwe
Ratangee, Frances
Zietsman, Marietjie
Kelepu, Xoliswa
Market, Juanita
Nel, Maryna
Veldsman, Ashley
Ledwaba, Hilda
Makhubalo, Blossom
Baepanye, Tshepiso
Malay, Vernon
Mulenga, Humphrey
Modipa, Sylvester
Maasdorp, Elizna
Janse van Rensburg, Elba
Self, Steven
Eyre, Candice
Corris, Cara-Mia
Herling, Roxane
Sanyaka, Nomsa
Baepanye, Kesenogile
Serake, MG
Maharaj, Bhavna
Mbipa, Nontsikelelo
Cetywayo, Nompumelelo
Makoanyane, Mpho
White, Richard G
Cwele, Thobelani
Hikuam, Chris
Shezi, Thandiwe Yvonne
Nzimande, Sphelele Simo
Botes, Natasja
Braaf, Samentra
Kock, Adrianne
Raphela, Rodney
Ahlers, Petri
Gregg, Yolande
Kimbung Mbandi, Stanley
Mmotsa, Tsiamo
Muller, Dorothy
Buhlungu, Sivuyile
Khoury, Justine
Penn-Nicholson, Adam
Stryers, Sonia
Shenje, Justin
F
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BackLink https://www.ncbi.nlm.nih.gov/pubmed/33508224$$D View this record in MEDLINE/PubMed
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ContentType Journal Article
Contributor Matshego, Selvy
Selepe, Pearl
Majola, Molly
Mabe, Dorah
Sayed, Sharfuddin
Mabasa, Immaculate
Ni Sein, Ni
Hlathi, Senzo Ralph
Moswegu, Palesa
Luphoko, Marillyn
Nchwe, Grace
Serake, M G
Dlamini, Celaphiwe
Zietsman, Marietjie
Market, Juanita
Nel, Maryna
Veldsman, Ashley
Ledwaba, Hilda
Makhubalo, Blossom
Baepanye, Tshepiso
Malay, Vernon
Mulenga, Humphrey
Modipa, Sylvester
Janse van Rensburg, Elba
Eyre, Candice
Corris, Cara-Mia
Herling, Roxane
Sanyaka, Nomsa
Baepanye, Kesenogile
Maharaj, Bhavna
Mbipa, Nontsikelelo
Makoanyane, Mpho
Cwele, Thobelani
Shezi, Thandiwe Yvonne
Nzimande, Sphelele Simo
Botes, Natasja
Braaf, Samentra
Kock, Adrianne
Mmotsa, Tsiamo
Muller, Dorothy
Stryers, Sonia
Shenje, Justin
Clarke, Ken
Mbata, Lungile
Fikizolo, Moogo
Malefo-Grootboom, Shirley
van Aswegen, Amanda
Moosa, Atika
Carstens, Alida
Nielson, Tanya
Dlamini, Audrey
Nhlangulela, Lindiwe
Kafaar, Fazlin
Maphanga, Nonhle Bridgette
Ntshauba, Tedrius
Kunene, Israel
Gangat, Alia
Gumede, Goodness Khanyisile
Feni, Tebogo
Luabeya, Angelique Kany Kany
Ntoahae, Lawerence
Collignon,
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Snippet Targeted preventive therapy for individuals at highest risk of incident tuberculosis might impact the epidemic by interrupting transmission. We tested...
Summary Background Targeted preventive therapy for individuals at highest risk of incident tuberculosis might impact the epidemic by interrupting transmission....
BACKGROUNDTargeted preventive therapy for individuals at highest risk of incident tuberculosis might impact the epidemic by interrupting transmission. We...
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StartPage 354
SubjectTerms Adult
Adverse events
Analysis
Antitubercular Agents - therapeutic use
Biomarkers
Biomarkers - metabolism
Cancer
Charities
Clinical trials
Diagnostic systems
Discrimination
Disease prevention
Drug Administration Schedule
Epidemiology
Female
Gene expression
Health services
HIV
HIV Seronegativity
Human immunodeficiency virus
Humans
Immunology
Incidence
Infections
Infectious diseases
Isoniazid
Isoniazid - therapeutic use
Male
Medical research
Medicine, Preventive
Mycobacterium tuberculosis - genetics
Oncology, Experimental
Overdose
Polymerase chain reaction
Preventive health services
Reverse Transcriptase Polymerase Chain Reaction
Rifampin - analogs & derivatives
Rifampin - therapeutic use
Rifapentine
RNA, Bacterial - metabolism
Seizures
South Africa - epidemiology
Surveillance
Therapy
Treatment Outcome
Tuberculosis
Tuberculosis - epidemiology
Tuberculosis - genetics
Tuberculosis - metabolism
Tuberculosis - prevention & control
Vaccines
Young Adult
Title Biomarker-guided tuberculosis preventive therapy (CORTIS): a randomised controlled trial
URI https://dx.doi.org/10.1016/S1473-3099(20)30914-2
https://www.ncbi.nlm.nih.gov/pubmed/33508224
https://www.proquest.com/docview/2492941502
https://search.proquest.com/docview/2483814050
https://pubmed.ncbi.nlm.nih.gov/PMC7907670
Volume 21
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