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Tuberculosis (TB) kills 1.3 million people annually and remains the world's deadliest bacterial disease. The standard four-drug RIPE regimen achieves only 85% cure rates and causes drug-induced hepatotoxicity in 25-37% of patients. Hydroxychloroquine (HCQ), an FDA-approved antimalarial, has been shown to synergise with pyrazinamide (PZA) by inhibiting the BCRP-1 efflux pump and raising phagolysosomal pH, increasing intracellular PZA concentrations (FICI 0.38 in vitro). The AIPH-TB computational framework (Artificial Intelligence Physicochemical Harmonisation for Tuberculosis) uses multi-objective reinforcement learning, Gaussian process regression, and a digital twin macrophage simulator to identify an AI-optimised dosing schedule that maximises this synergy (PZA 1,500 mg + HCQ 200 mg at 0800 and HCQ 200 mg at 2000), maintaining phagolysosomal pH within 5.2-5.8 for 18 of 24 hours. The computational model predicts FICI 0.28 (strongly synergistic), 9.4-fold increase in intracellular PZA concentration, 99.5% cure rate, and <1.5% hepatotoxicity. This Phase II randomised controlled trial will test whether the AI-optimised PYZ-HCQ protocol is superior to standard RIPE in 200 newly-diagnosed drug-sensitive pulmonary TB patients over 6 months of treatment with 6 months of follow-up.
BACKGROUND AND RATIONALE:
Pyrazinamide (PZA) is the only first-line agent active against dormant intracellular MTB, making it irreplaceable for sterilising activity. Its clinical utility is limited by BCRP-1-mediated efflux - after entering the phagolysosome, PZA is rapidly expelled before it can be protonated to its active form, pyrazinoic acid (POA). Hydroxychloroquine (HCQ) inhibits BCRP-1 and raises phagolysosomal pH. The AIPH-TB AI framework identified that an oscillating HCQ schedule (0800/2000) maintains optimal pH 5.2-5.8 for 18 h/day - a 125% improvement over unoptimised dosing - and predicts a novel second mechanism: reduction of mycobacterial cell wall zeta potential from -18 mV to -8 mV, increasing membrane permeability to POA by 340%.
STUDY DESIGN OVERVIEW:
This is a Phase II, open-label, randomised, parallel-group, active-controlled superiority trial conducted at two tertiary TB treatment centres in Riyadh, Saudi Arabia. Participants will be randomised 1:1 to receive either the AIPH-TB protocol (Arm A) or standard RIPE therapy (Arm B) for 6 months, with 6 months post-treatment follow-up (total study duration per participant: 12 months).
RANDOMISATION:
Block randomisation (block size 4 and 6, randomly varied), stratified by site and HIV status. Centralised web-based randomisation via REDCap (MOH Research Directorate Biostatistics Unit).
BLINDING:
Open-label study. Laboratory personnel processing sputum cultures and liver enzyme results are blinded to treatment arm (assessor-blind for primary outcomes). The DSMB will conduct unblinded interim analyses.
SAMPLE SIZE:
Total 200 participants (100 per arm). Based on 80% sputum culture conversion at Week 8 for standard RIPE vs 95% for AIPH-TB (15 percentage point difference), alpha=0.05, power=80%, with 25% dropout inflation.
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| Label | Type | Description | Intervention Names |
|---|---|---|---|
| AI-Optimised PYZ-HCQ Arm | Experimental | Participants receive AI-optimised combination of Pyrazinamide (PYZ) and Hydroxychloroquine (HCQ) for drug-sensitive pulmonary tuberculosis. AI algorithms determine optimal dosing and duration based on patient pharmacokinetic and pharmacogenomic parameters over a 4-month intensive phase followed by 2-month continuation phase. |
|
| Standard RIPE Regimen Arm | Active Comparator | Participants receive standard WHO-recommended RIPE regimen (Rifampicin, Isoniazid, Pyrazinamide, Ethambutol) for drug-sensitive pulmonary tuberculosis. Standard 2-month intensive phase followed by 4-month continuation phase with Rifampicin and Isoniazid. |
|
| Name | Type | Description | Arm Group Labels | Other Names |
|---|---|---|---|---|
| Pyrazinamide and Hydroxychloroquine (AI-Optimised) | Drug | AI-optimised combination drug regimen consisting of Pyrazinamide (PYZ) and Hydroxychloroquine (HCQ) for treating drug-sensitive pulmonary tuberculosis. Dosing is personalised using AI algorithms that analyse patient pharmacokinetic parameters, pharmacogenomic data, and real-time treatment response. The AI system adjusts doses to optimise bactericidal activity while minimising adverse effects. PYZ dose: 15-30 mg/kg/day; HCQ dose: 200-400 mg/day, duration adjusted per AI protocol over 6 months. |
| Measure | Description | Time Frame |
|---|---|---|
| Sputum Culture Conversion Rate at 2 Months | Proportion of participants achieving sputum culture negativity (conversion from positive to negative culture on Löwenstein-Jensen medium) at 2 months after treatment initiation, compared between AI-optimised PYZ-HCQ arm and standard RIPE arm. | 2 months after treatment initiation |
| Measure | Description | Time Frame |
|---|---|---|
| Treatment Success Rate at 6 Months (End of Treatment) | Proportion of participants achieving treatment success (cure or treatment completion) as defined by WHO criteria at 6 months (end of treatment). | 6 months (end of treatment) |
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Inclusion Criteria:
Exclusion Criteria:
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| Name | Role | Phone | Extension | |
|---|---|---|---|---|
| amr K.K. Ahmed, MD, MSc | Contact | 00966597310032 | drmedahmed@gmail.com |
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| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Riyadh First Health Cluster, Ministry of Health | Riyadh | Riyadh Region | 11176 | Saudi Arabia |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 2127346 | Background | Crowle AJ, May MH. Inhibition of tubercle bacilli in cultured human macrophages by chloroquine used alone and in combination with streptomycin, isoniazid, pyrazinamide, and two metabolites of vitamin D3. Antimicrob Agents Chemother. 1990 Nov;34(11):2217-22. doi: 10.1128/AAC.34.11.2217. | |
| 26104205 | Background |
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Individual participant data will not be shared due to patient privacy and data protection regulations. Aggregate results will be published in peer-reviewed journals.
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|
| Standard RIPE Regimen (Rifampicin, Isoniazid, Pyrazinamide, Ethambutol) | Drug | Standard WHO first-line anti-tuberculosis treatment regimen: 2 months of Rifampicin (R) 10 mg/kg/day, Isoniazid (I) 5 mg/kg/day, Pyrazinamide (Z) 25 mg/kg/day, and Ethambutol (E) 15 mg/kg/day (intensive phase), followed by 4 months of Rifampicin and Isoniazid (continuation phase). Total treatment duration: 6 months. |
|
| Zhang Y, Shi W, Zhang W, Mitchison D. Mechanisms of Pyrazinamide Action and Resistance. Microbiol Spectr. 2014 Aug;2(4):MGM2-0023-2013. doi: 10.1128/microbiolspec.MGM2-0023-2013. |
| 33542052 | Background | Zhang N, Savic RM, Boeree MJ, Peloquin CA, Weiner M, Heinrich N, Bliven-Sizemore E, Phillips PPJ, Hoelscher M, Whitworth W, Morlock G, Posey J, Stout JE, Mac Kenzie W, Aarnoutse R, Dooley KE; Tuberculosis Trials Consortium (TBTC) and Pan African Consortium for the Evaluation of Antituberculosis Antibiotics (PanACEA) Networks. Optimising pyrazinamide for the treatment of tuberculosis. Eur Respir J. 2021 Jul 20;58(1):2002013. doi: 10.1183/13993003.02013-2020. Print 2021 Jul. |
| ID | Term |
|---|---|
| D014397 | Tuberculosis, Pulmonary |
| D014376 | Tuberculosis |
| ID | Term |
|---|---|
| D009164 | Mycobacterium Infections |
| D000193 | Actinomycetales Infections |
| D016908 | Gram-Positive Bacterial Infections |
| D001424 | Bacterial Infections |
| D001423 | Bacterial Infections and Mycoses |
| D007239 | Infections |
| D012141 | Respiratory Tract Infections |
| D008171 | Lung Diseases |
| D012140 | Respiratory Tract Diseases |
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| ID | Term |
|---|---|
| D011718 | Pyrazinamide |
| D006886 | Hydroxychloroquine |
| D012293 | Rifampin |
| D007538 | Isoniazid |
| D004977 | Ethambutol |
| ID | Term |
|---|---|
| D011719 | Pyrazines |
| D006573 | Heterocyclic Compounds, 1-Ring |
| D006571 | Heterocyclic Compounds |
| D002738 | Chloroquine |
| D000634 | Aminoquinolines |
| D011804 | Quinolines |
| D006574 | Heterocyclic Compounds, 2-Ring |
| D000072471 | Heterocyclic Compounds, Fused-Ring |
| D012294 | Rifamycins |
| D006576 | Heterocyclic Compounds, 4 or More Rings |
| D047029 | Lactams, Macrocyclic |
| D047028 | Macrocyclic Compounds |
| D011083 | Polycyclic Compounds |
| D006834 | Hydrazines |
| D009930 | Organic Chemicals |
| D007539 | Isonicotinic Acids |
| D000147 | Acids, Heterocyclic |
| D011725 | Pyridines |
| D005029 | Ethylenediamines |
| D003959 | Diamines |
| D011073 | Polyamines |
| D000588 | Amines |
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