A Diarylquinoline Drug Active on the ATP Synthase of Mycobacterium tuberculosis
Open accessAbstract
The incidence of tuberculosis has been increasing substantially on a worldwide basis over the past decade, but no tuberculosis-specific drugs have been discovered in 40 years. We identified a diarylquinoline, R207910, that potently inhibits both drug-sensitive and drug-resistant Mycobacterium tuberculosis in vitro (minimum inhibitory concentration 0.06 mug/ml). In mice, R207910 exceeded the bactericidal activities of isoniazid and rifampin by at least 1 log unit. Substitution of drugs included in the World Health Organization's first-line tuberculosis treatment regimen (rifampin, isoniazid, and pyrazinamide) with R207910 accelerated bactericidal activity, leading to complete culture conversion after 2 months of treatment in some combinations. A single dose of R207910 inhibited mycobacterial growth for 1 week. Plasma levels associated with efficacy in mice were well tolerated in healthy human volunteers. Mutants selected in vitro suggest that the drug targets the proton pump of adenosine triphosphate (ATP) synthase.
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- Findingown data
R207910 was extensively distributed to tissues, including lungs and spleen.
“R207910 was extensively distributed to tissues, including lungs and spleen (Fig. 3A, table S4).”
Quote in the paperSubstantial claim - Findingown data
These average concentrations were greater than that achieving optimal activity in established infection in mice.
“These average concentrations were greater than that achieving optimal activity in established infection in mice.”
Quote in the paperSubstantial claim - Findingown data
Low MICs were found for other mycobacterial species, including M. bovis, M. kansasii, M. ulcerans, MAC, M. abscessus, M. fortuitum and M. marinum.
“Low MICs were also found for other mycobacterial species, including Mycobacterium bovis, Mycobacterium kansasii and Mycobacterium ulcerans, as well as species naturally resistant to many other anti-TB agents and involved in opportunistic infections, such as Mycobacterium avium complex (MAC), Mycobacterium abscessus, Mycobacterium fortuitum and Mycobacterium marinum (Table 1).”
Quote in the paperSubstantial claim - Findingown data
At 25 mg/kg, the activity of R207910 was significantly better than at 12.5 mg/kg (P = 0.005).
“At 25 mg/kg, the activity of R207910 was significantly better than at 12.5 mg/kg (P = 0.005).”
Quote in the paperNot a substantial claim - Findingown data
The bactericidal activity obtained by the RHZ combination after 2 months of therapy was matched by the combinations JHZ and RJZ after just 1 month of therapy.
“The bactericidal activity obtained by the RHZ combination after 2 months of therapy was matched by the combinations JHZ and RJZ after just 1 month of therapy.”
Quote in the paperSubstantial claim
- Findingown data
At 12.5 and 25 mg/kg, R207910 was significantly more active (P = 0.005) than 25 mg/kg isoniazid.
“Importantly, at 12.5 and 25 mg/kg, R207910 was significantly more active (P = 0.005) than 25 mg/kg isoniazid, a drug known for its strong, early bactericidal activity (Fig. 4A).”
Quote in the paperSubstantial claim - Findingown data
The susceptibility of R207910-resistant M. tuberculosis strains remained unchanged to other anti-TB agents, including isoniazid, rifampin, streptomycin, amikacin, ethambutol and moxifloxacin.
“In addition, the susceptibility of R207910-resistant M. tuberculosis strains remained unchanged to other anti-TB agents, including isoniazid, rifampin, streptomycin, amikacin, ethambutol and moxifloxacin.”
Quote in the paperSubstantial claim - Findingnone given
To date, 20 molecules of the DARQ series have a minimum inhibitory concentration (MIC) below 0.5 μg/ml against M. tuberculosis H37Rv.
“To date, 20 molecules of the DARQ series have a minimum inhibitory concentration (MIC) below 0.5 µg/ml against M. tuberculosis H37Rv.”
Quote in the paperNot a substantial claim - Findingown data
Data from a multiple-ascending-dose study have shown an increase (approximately by a factor of two) in AUC0-24h from Day 1 to Day 14 of once-daily dosing at 50, 150 and 400 mg R207910, without substantial variation between subjects.
“Data from a multiple-ascending-dose study have shown an increase (approximately by a factor of two) in AUC 0-24h from Day 1 to Day 14 of once-daily dosing at 50, 150 and 400 mg R207910, without substantial variation between subjects.”
Quote in the paperSubstantial claim - Findingnone given
Plasma levels associated with efficacy in mice are well tolerated in healthy human volunteers.
“Plasma levels associated with efficacy in mice are well tolerated in healthy human volunteers.”
Quote in the paperNot a substantial claim - Findingown data
A single dose of R207910 (100 mg/kg) had a bactericidal effect (up to 2.5 log10 drop in bacterial count in the lungs) that lasted for 8 days, after which bacterial growth resumed at a rate similar to that seen in the controls.
“In contrast, a single dose of R207910 (100 mg/kg) had a bactericidal effect (up to 2.5 log 10 drop in bacterial count in the lungs) that lasted for 8 days, after which bacterial growth resumed at a rate similar to that seen in the controls.”
Quote in the paperSubstantial claim - Findingreasoning
Its spectrum is unique in its specificity to mycobacteria, including atypical species important in humans such as MAC, M. kansasii and the fast growers M. fortuitum and M. abscessus.
“Its spectrum is unique in its specificity to mycobacteria, including atypical species important in humans such as MAC, M. kansasii and the fast growers M. fortuitum and M. abscessus.”
Quote in the paperSubstantial claim - Findingown data
After Cmax was reached, the drug concentration declined tri-exponentially with time.
“After C max was reached , the drug concentration declined tri-exponentially with time.”
Quote in the paperNot a substantial claim - Findingown data
R207910 has a unique spectrum of potent and selective antimycobacterial activity in vitro.
“R207910 has a unique spectrum of potent and selective antimycobacterial activity in vitro (Table 1).”
Quote in the paperSubstantial claim - Findingown data
In mice treated with 12.5 mg/kg, the bacterial load was reduced from 5 to 2 log10 CFU per organ (P = 0.005).
“In mice treated with 12.5 mg/kg, the bacterial load was reduced from 5 to 2 log 10 colony forming units (CFU) per organ (P = 0.005) (Fig. 4A).”
Quote in the paperSubstantial claim - Findingown data
Analysis of R207910 mutants of M. tuberculosis and M. smegmatis showed no mutations in the DNA gyrase regions gyrA and gyrB.
“Analysis of R207910 mutants of M. tuberculosis and M. smegmatis showed that there were no mutations in the DNA gyrase regions gyrA and gyrB, sequences in which quinolone resistance typically develops.”
Quote in the paperSubstantial claim - Findingown data
In M. tuberculosis, these proportions were comparable to those of rifampin-resistant mutants that emerged (10^-7 to 10^-8).
“In the case of M. tuberculosis, these proportions were comparable to those of rifampin-resistant mutants that emerged (10 -7 to 10 - 8 ).”
Quote in the paperSubstantial claim - Findingnone given
R207910 did not inhibit M. tuberculosis DNA gyrase, the target for quinolones.
“R207910 did not inhibit M. tuberculosis DNA gyrase, the target for quinolones.”
Quote in the paperSubstantial claim - Findingown data
After 2 months of treatment with JHZ and RJZ, the lungs of all animals were culture negative.
“In addition, after 2 months of treatment with JHZ and RJZ, the lungs of all animals were culture negative.”
Quote in the paperSubstantial claim - Findingown data
The only gene commonly affected in all three independent mutants encodes for atpE, a part of the F0 subunit of ATP synthase.
“The only gene commonly affected in all three independent mutants encodes for atpE, a part of the F0 subunit of ATP synthase.”
Quote in the paperSubstantial claim - Findingnone given
In mice, R207910 exceeds the bactericidal activities of isoniazid and rifampin by at least 1 log.
“In mice, R207910 exceeds the bactericidal activities of isoniazid and rifampin by at least 1 log.”
Quote in the paperSubstantial claim - Findingown data
Dose linearity was better for tissues, both for Cmax and AUC.
“Dose linearity was better for tissues, both for C max and AUC.”
Quote in the paperNot a substantial claim - Findingown data
There were no consistent trends in the vital signs, electrocardiograms or laboratory safety tests in any of the cohorts.
“There were no consistent trends in the vital signs, electrocardiograms or laboratory safety tests in any of the cohorts.”
Quote in the paperSubstantial claim - Findingown data
Similar susceptibility to R207910 was exhibited by 10 fully antibiotic-susceptible strains.
“Using the same method, similar susceptibility was exhibited by 10 fully antibiotic-susceptible strains.”
Quote in the paperNot a substantial claim - Findingown data
The differences between the bactericidal activities of the combinations RHJ, JHZ and RJZ were not significant.
“The differences between the bactericidal activities of the combinations RHJ, JHZ and RJZ were not significant.”
Quote in the paperNot a substantial claim - Findingcitation
Chemical optimization of a lead compound led to a series of DARQs with potent in vitro activity against several mycobacteria including Mycobacterium tuberculosis.
“Chemical optimization of a lead compound led to a series of DARQs with potent in vitro activity against several mycobacteria including Mycobacterium tuberculosis (7).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [7] 7. J. Guillemont, Patent (International Publication Number: WO 2004/011436, International Publication Date: 5 February, 2004).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
When the plasmid was re-isolated from these transformants and the ATP F0 operon was sequenced, it was shown to have retained the mutant allele (D32V).
“In addition, when the plasmid was re-isolated from these transformants and the ATP F0 operon was sequenced, it was shown to have retained the mutant allele (D32V).”
Quote in the paperSubstantial claim - Findingcitation
In the first single-dose clinical study, the only adverse events were mild or moderate in severity and experienced by subjects receiving R207910 and placebo.
“In the first single-dose clinical study, the only adverse events were mild or moderate in severity and experienced by subjects receiving R207910 and placebo (8).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [8] 8. Details of materials and methods and supporting online text are available as supporting material on Science Online.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingcitation
Among three DARQ molecules, antimycobacterial activity was confirmed in vivo.
“Among three of these, antimycobacterial activity was confirmed in vivo (8).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [8] 8. Details of materials and methods and supporting online text are available as supporting material on Science Online.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Findingown data
R207910-resistance-conferring point mutations were identified by comparative analysis of genome sequences of susceptible and resistant strains of M. tuberculosis and M. smegmatis.
“R207910-resistance-conferring point mutations were identified by comparative analysis of the genome sequences of susceptible and resistant strains of M. tuberculosis and M. smegmatis (Fig. 2).”
Quote in the paperSubstantial claim - Findingown data
When substituting each first-line drug of the RHZ combination with 25 mg/kg R207910, the activity of each combination containing R207910 was significantly improved compared with that of RHZ, particularly after 1 month of treatment (P = 0.005).
“When substituting each first-line drug of the RHZ combination with 25 mg/kg R207910, the activity of each combination containing R207910 was significantly improved compared with that of RHZ, particularly after 1 month of treatment (P = 0.005).”
Quote in the paperSubstantial claim - Findingown data
There was no dose-dependent change in the terminal half-life.
“There was no dose-dependent change in the terminal half-life.”
Quote in the paperNot a substantial claim - Findingreasoning
The efficacy of a once-weekly dose of 12.5 mg/kg R207910 was almost equal to that of a 6.5 mg/kg dose given five times a week.
“Furthermore, we showed that the efficacy of a once-weekly dose of 12.5 mg/kg R207910 was almost equal to that of a 6.5 mg/kg dose given five times a week (Fig. 4A).”
Quote in the paperSubstantial claim - Findingown data
Following single or multiple oral administration in male Swiss SPF mice, R207910 was rapidly absorbed.
“Following single or multiple oral administration in male Swiss SPF mice, R207910 was rapidly absorbed.”
Quote in the paperNot a substantial claim - Findingown data
R207910 demonstrated similar in vitro efficacy against M. tuberculosis clinical isolates resistant to isoniazid, rifampin, streptomycin, ethambutol, pyrazinamide and moxifloxacin.
“R207910 demonstrated similar in vitro efficacy against M. tuberculosis clinical isolates resistant to the TB agents isoniazid, rifampin, streptomycin, ethambutol, pyrazinamide and moxifloxacin.”
Quote in the paperSubstantial claim - Findingown data
The activity of R207910 appeared to be specific for mycobacteria.
“The activity of R207910 appeared to be specific for mycobacteria.”
Quote in the paperSubstantial claim - Findingnone given
A single dose of R207910 inhibits mycobacterial growth for 1 week.
“A single dose of R207910 inhibits mycobacterial growth for 1 week.”
Quote in the paperSubstantial claim - Findingown data
When given as monotherapy, the bactericidal effect of R207910 exceeds that of the reference compound rifampin, especially during the second month of therapy.
“When given as monotherapy, the bactericidal effect of R207910 exceeds that of the reference compound rifampin, especially during the second month of therapy (Fig. 4B).”
Quote in the paperSubstantial claim - Findingown data
R207910 has potent late bactericidal properties in the established murine TB model.
“R207910 has potent late bactericidal properties in the established murine TB model.”
Quote in the paperSubstantial claim - Findingnone given
The human studies have shown that the plasma levels associated with potent in vivo activity in mice can be exceeded several-fold without significant adverse events, at least during a limited exposure period.
“The human studies have shown that the plasma levels associated with potent in vivo activity in mice can be exceeded several-fold without significant adverse events, at least during a limited exposure period.”
Quote in the paperSubstantial claim - Interpretationown data
This is likely a consequence of the long half-life of R207910.
“This is likely a consequence of the long half-life of R207910.”
Quote in the paperSubstantial claim - Interpretationreasoning
The lack of cross-resistance with currently used anti-TB agents suggests that R207910 retains activity against MDR-TB strains.
“The lack of cross-resistance with currently used anti-TB agents suggests that R207910 retains activity against multiple drug-resistant (MDR)-TB strains.”
Quote in the paperSubstantial claim - Interpretationown data
Mutants selected in vitro suggest the proton pump of ATP synthase is the target for R207910.
“Mutants selected in vitro suggest the proton pump of ATP synthase to be the target for the drug.”
Quote in the paperSubstantial claim - Interpretationown data
The extended effect of a single dose provides further support for a dosing regimen less frequent than five times per week.
“The extended effect of a single dose provides further support for a dosing regimen less frequent than five times per week.”
Quote in the paperSubstantial claim - Study design and conductcitation
In the first clinical study, the pharmacokinetics, safety and tolerability of R207910 were explored in healthy male subjects in a double-blind, randomized, placebo-controlled design.
“In the first clinical study, we explored the pharmacokinetics, safety and tolerability of R207910 in healthy male subjects in a doubleblind, randomized, placebo-controlled design (8).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites [8] 8. Details of materials and methods and supporting online text are available as supporting material on Science Online.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Study design and conductnone given
Preclinical safety assessment (including 28-day toxicology in rats and dogs, genetic toxicology and safety pharmacology) supported first administrations of R207910 to humans.
“Preclinical safety assessment (including 28-day toxicology in rats and dogs, genetic toxicology and safety pharmacology) supported first administrations of R207910 to humans.”
Quote in the paperSubstantial claim - Interpretationreasoning
This finding indicates that R207910 inhibits the proton pump of M. tuberculosis ATP synthase.
“This finding indicates that R207910 inhibits the proton pump of M. tuberculosis ATP synthase.”
Quote in the paperSubstantial claim - Interpretationreasoning
The combination of low MIC values, a distinct mechanism of action, early and late bactericidal activity, and its pharmacokinetic profile makes R207910 a promising new TB drug candidate.
“The combination of low MIC values, a distinct mechanism of action, early and late bactericidal activity, and its pharmacokinetic profile makes R207910 a promising new TB drug candidate.”
Quote in the paperSubstantial claim- Rests on an assumption: The murine TB model is predictive of human TB treatment outcomes.
- Interpretationreasoning
The target and mechanism of action of R207910 is different from that of other anti-TB agents.
“The target and mechanism of action of R207910 is different from that of other anti-TB agents.”
Quote in the paperSubstantial claim - Interpretationown data
The extended effect of a single dose of R207910 seems to derive from a combination of the observed long plasma half-life, high tissue penetration (especially in the target organs for TB) and long tissue half-life.
“The extended effect of a single dose of R207910 seems to derive from a combination of the observed long plasma halflife, high tissue penetration (especially in the target organs for TB) and long tissue half-life.”
Quote in the paperSubstantial claim - Interpretationreasoning
Human pharmacokinetics of R207910 seem to reflect the good oral absorption and sustained plasma levels seen in mice.
“Human pharmacokinetics of R207910 seem to reflect the good oral absorption and sustained plasma levels seen in mice.”
Quote in the paperSubstantial claim
- Classified as probably not a substantial claim. 3
- May combine two claims. 40
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingnone givenR207910 is a pure enantiomer with two chiral centers.
“The most active compound of the class, R207910, is a pure enantiomer with two chiral centers.”
Quote in the paperNot a substantial claimMay combine two claims.
FindingreasoningNo accumulation of R207910 was observed after five daily oral doses, indicating that slow redistribution from tissues contributed to the relatively long half-lives in plasma.
“No accumulation of R207910 was observed after five daily oral doses, indicating that slow redistribution from tissues contributed to the relatively long half-lives in plasma.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn the second study, the good tolerability was maintained; only one subject withdrew from the study, because of a urinary tract infection (unrelated to R207910) after seven doses at 150 mg/day.
“In the second study, the good tolerability was maintained; only one subject withdrew from the study, because of a urinary tract infection (unrelated to R207910) after seven doses at 150 mg/day.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataWhen added to the first-line triple TB therapy combination RHZ, 25 mg/kg R207910 (J) increased the drop in bacterial load in the lungs by 2 log10 after 1 month of therapy compared with standard RHZ treatment regimen, and a further 1 log10 drop after 2 months.
“When added to the first-line triple TB therapy combination RHZ, 25 mg/kg R207910 (J) increased the drop in bacterial load in the lungs by 2 log 10 after 1 month of therapy compared with standard RHZ treatment regimen, and a further 1 log 10 drop after 2 months.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataMaximum plasma concentrations (Cmax) of 0.40-0.54 μg/ml with a single 6.25 mg/kg dose were achieved within 1 hour and 1.1-1.3 μg/ml with a 25 mg/kg dose within 2-4 hours.
“Maximum plasma concentrations (C max ) of 0.40-0.54µg/ml with a single 6.25 mg/kg/dose were achieved within 1 hour and 1.1-1.3µg/ml with a 25 mg/kg/dose within 2-4 hours.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe majority of adverse events reported were considered possibly related to the study medication-placebo (seven of 18 subjects) or R207910 (20 of 36 subjects).
“The majority of adverse events reported (supporting online text), were considered possibly related to the study medication-placebo (seven of 18 subjects) or R207910 (20 of 36 subjects).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe AUC showed a better correlation with the dose than Cmax, reflecting limitations in rate of absorption at higher dosing regimens, as confirmed in a single-dose pharmacokinetic study comparing Cmax and AUC after 6.25, 25 and 100 mg/kg.
“The AUC showed a better correlation with the dose than C max , reflecting limitations in rate of absorption at higher dosing regimens, as confirmed in a single-dose pharmacokinetic study comparing C max and AUC after 6.25, 25 and 100 mg/kg.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenThis anti-mycobacterial-specific spectrum differs from that of isoniazid, which has very poor activity against MAC.
“This anti-mycobacterial-specific spectrum differs from that of isoniazid, which has very poor activity against MAC.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn studies using oral treatment of R207910 for 5 days per week for 4 weeks, starting the day after inoculation, the minimal dose of R207910 that prevented mortality in nonestablished infection was 1.5 mg/kg, and the minimal effective dose (MED) preventing gross lung lesions was 6.5 mg/kg.
“In studies using oral treatment of R207910 for 5 days per week for 4 weeks, starting the day after inoculation, the minimal dose of R207910 that prevented mortality in nonestablished infection was 1.5 mg/kg, and the minimal effective dose (MED) preventing gross lung lesions was 6.5 mg/kg.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataExposure of M. tuberculosis in log-phase growth to concentrations of R207910 at 10-fold MIC resulted in a 3 log10 reduction in bacterial counts after 12 days, indicating bactericidal activity in vitro.
“Exposure of M. tuberculosis in log-phase growth to concentrations of R207910 at 10-fold MIC resulted in a 3 log 10 reduction in bacterial counts after 12 days, indicating that R207910 has bactericidal activity in vitro (table S2).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataComplementation studies have verified that the mutant atpE gene is responsible for resistance to R207910, implying that the atpE gene product is the target of R207910 in mycobacteria.
“Complementation studies have verified that the mutant atpE gene is responsible for resistance to R207910, implying that the atpE gene product is the target of R207910 in mycobacteria.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe range of MICs for M. tuberculosis H37Rv and six fully antibiotic susceptible isolates was 0.03-0.120 μg/ml, versus 0.500 μg/ml for rifampin and 0.120 μg/ml for isoniazid.
“The range of MICs for the international reference strain M. tuberculosis H37Rv and six fully antibiotic susceptible isolates was 0.03-0.120µg/ml (Table 1), versus 0.500 µg/ml for rifampin and 0.120 µg/ml for isoniazid (results not shown).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAll 30 isolates of MDR-TB tested were susceptible to 0.100 μg/ml of R207910, and 17 (57%) were susceptible to 0.010 μg/ml.
“All 30 isolates of MDR-TB tested were susceptible to 0.100 µg/ml of R207910, and 17 (57%) were susceptible to 0.010 µg/ml of R207910 (Table 2).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataR207910 is well absorbed after single oral administration, and the peak concentration was reached at 5 hours (median value) post-dose.
“Pharmacokinetic results from the single-ascending-dose study suggested that R207910 is well absorbed after single oral administration, and the peak concentration was reached at 5 hours (median value) post-dose.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataR207910 had much higher MICs for Corynebacterium and Helicobacter pylori (MIC 4.0 μg/ml), and especially for other organisms such as Gram-positive Nocardia, Streptococcus pneumoniae, Staphylococcus aureus and Enterococcus faecalis, or Gram-negative Escherichia coli and Haemophilus influenzae.
“R207910 had much higher MICs for Corynebacterium and Helicobacter pylori (MIC 4.0 µg/ml), and especially for other organisms such as Gram-positive Nocardia, Streptococcus pneumoniae, Staphylococcus aureus and Enterococcus faecalis, or Gram-negative Escherichia coli and Haemophilus influenzae (table S1).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataHalf-lives ranged from 43.7 to 64 hours in plasma and 28.1 to 92 hours in tissues.
“Half-lives ranged from 43.7 to 64 hours in plasma and 28.1 to 92 hours in tissues (table S4).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataSubstitution of drugs in the WHO first-line TB treatment regimen with R207910 accelerates bactericidal activity, leading to complete culture conversion after 2 months in some combinations.
“Substitution of drugs included in the World Health Organization's firstline tuberculosis treatment regimen (rifampin, isoniazid and pyrazinamide) with R207910 accelerates bactericidal activity, leading to complete culture conversion after 2 months of treatment in some combinations.”
Quote in the paperSubstantial claimMay combine two claims.
Findingnone givenThe DARQ R207910 is a member of a new chemical class of anti-mycobacterial agents and has an MIC equal to or lower than that of reference compounds.
“The DARQ R207910 is a member of a new chemical class of anti-mycobacterial agents and has an MIC equal to or lower than that of reference compounds.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataA single dose of 50 mg/kg R207910 in the non-established infection murine model of TB resulted in a bacteriostatic effect (0.5 log10 drop in bacterial count in the lungs), which lasted for 8 days-a similar effect to that of rifapentine (10 mg/kg).
“A single dose of 50 mg/kg R207910 in the non-established infection murine model of TB infection resulted in a bacteriostatic effect (0.5 log 10 drop in bacterial count in the lungs), which lasted for 8 days-a similar effect to that of rifapentine (10 mg/kg) (Fig. 3B).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataIn established infection (treatment beginning 12-14 days after inoculation when bacterial load was 5.94 log10 CFU), 25 mg/kg R207910 as monotherapy was at least as active as the triple combination therapy (rifampin + isoniazid + pyrazinamide), and more active than rifampin alone.
“In established infection (treatment beginning 12-14 days after inoculation when bacterial load was 5.94 log 10 CFU), 25 mg/kg R207910 as monotherapy was at least as active as the triple combination therapy (rifampin [R] + isoniazid [H] + pyrazinamide [Z]), and more active than rifampin alone (Fig. 4B).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataR207910 is a diarylquinoline that potently inhibits both drug-sensitive and drug-resistant Mycobacterium tuberculosis in vitro, with MIC 0.06 μg/ml.
“We identified a diarylquinoline, R207910, that potently inhibits both drug-sensitive and drug-resistant Mycobacterium tuberculosis in vitro (MIC 0.06 µg/ml).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe mean AUC0-24h values were 7.91, 24 and 52 μg/hour/ml at steady state, corresponding to average concentrations of 0.33, 1.0 and 2.2 μg/ml across a dosing interval, with 50, 150 and 400 mg/day, respectively.
“The mean AUC 0-24h values were 7.91, 24 and 52 µg/hour/ml at steady state, corresponding to average concentrations of 0.33, 1.0 and 2.2 µg/ml across a dosing interval, with 50, 150 and 400 mg/day, respectively.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe pharmacokinetics of R207910 were linear up to the highest dose tested (700 mg); both Cmax and AUC increased proportionally with the administered dose.
“The pharmacokinetics of R207910 were linear up to the highest dose tested (700 mg); both C max and AUC increased proportionally with the administered dose.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingnone givenThe two point mutations identified (D32V for M. smegmatis and A63P for M. tuberculosis) are both in the membrane-spanning domain region of the protein.
“The two point mutations identified (D32V for M. smegmatis and A63P for M. tuberculosis) are both in the membrane-spanning domain region of the protein.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataAUCs ranged from 5.0 to 5.9 μg/hour/ml with a 6.25 mg/kg dose and 18.5 to 19.4 μg/hour/ml with a 25 mg/kg dose.
“Areas under the concentration-time curve (AUCs) ranged from 5.0 to 5.9 µg/hour/ml with a 6.25 mg/kg/dose and 18.5 to 19.4 µg/hour/ml with a 25 mg/kg/dose (table S4).”
Quote in the paperSubstantial claimMay combine two claims.
FindingcitationThe proportion of resistant mutants that emerged was 5 x 10^-7 and 2 x 10^-8 at four-fold MIC, and 5 x 10^-8 and 1 x 10^-8 at eight-fold MIC for M. tuberculosis and M. smegmatis, respectively.
“From selection experiments, the proportion of resistant mutants that emerged was 5 x 10 -7 and 2 x 10 -8 at four-fold MIC, and 5 x 10 -8 and 1 x 10 -8 at eight-fold MIC for M. tuberculosis and M. smegmatis, respectively (8).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [8] 8. Details of materials and methods and supporting online text are available as supporting material on Science Online.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Findingown dataSubstitution of each of the three first-line drugs with R207910 resulted in a dramatic increase in potency, leading to complete culture conversion of the lungs in some animals after only 2 months of treatment.
“Substitution of each of the three first-line drugs with R207910 resulted in a dramatic increase in potency, leading to complete culture conversion of the lungs in some animals after only 2 months of treatment.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataR207910 has potent early bactericidal activity in the nonestablished murine TB model, matching or exceeding that of isoniazid, which is consistent with in vitro observations pointing to a bactericidal activity.
“R207910 has potent early bactericidal activity in the nonestablished murine TB model, matching or exceeding that of isoniazid (Fig. 4A), which is consistent with in vitro observations pointing to a bactericidal activity.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe bactericidal potency seen upon administration of a single dose of 100 mg/kg R207910 in vivo was similar to the effect seen upon continuous exposure of cultures to 0.6 μg/ml (or 10-fold the median MIC of the H37Rv strain) in vitro, giving a first indication of the pharmacodynamics of R207910.
“Interestingly, the bactericidal potency seen upon administration of a single dose of 100 mg/kg R207910 in vivo was similar to the effect seen upon continuous exposure of cultures to 0.6 µg/ml (or 10-fold the median MIC of the H37Rv strain) in vitro, giving a first indication of the pharmacodynamics of R207910.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe minimal bactericidal dose was very close to the MED, a finding confirming time-dependent, rather than concentration-dependent, activity of R207910 in vitro.
“Thus, the minimal bactericidal dose was very close to the MED, a finding confirming timedependent, rather than concentration-dependent, activity of R207910 in vitro.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataData suggest that maintaining average plasma levels of 0.3 μg/ml/day across a dosing interval, which is achieved with a 100 mg/kg/week dose, is necessary to achieve optimal effect of monotherapy in mice infected with strain H37Rv.
“Data suggest that maintaining average plasma levels of 0.3 µg/ml/day across a dosing interval, which is achieved with a 100 mg/kg/week dose, is necessary to achieve optimal effect of monotherapy in mice infected with strain H37Rv.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThe killing effect was not increased by higher concentrations of R207910, suggesting time-dependent rather than concentration-dependent killing.
“The killing effect was not increased by higher concentrations of the compound, suggesting the killing was time-dependent rather than concentration-dependent.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim. May combine two claims.
Premisecitation§ A Diarylquinoline Drug Active on the ATP Synthase of Mycobacterium tuberculosisCurrent first-line anti-TB drug regimens can achieve more than 99% efficacy, but this is often reduced because of drug resistance.
“Although current first-line anti-TB drug regimens can achieve more than 99% efficacy, this is often reduced because of drug resistance (5).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [5] 5. R. J. O'Brien, P. P. Nunn, Am. J. Respir. Crit. Care Med. 163, 1055 (2001).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationStructurally and mechanistically, DARQs are very different from fluoroquinolones and other quinoline classes, including mefloquine and its analogs.
“Structurally and mechanistically, DARQs are very different from both fluoroquinolones (including methoxyquinolones) and other quinoline classes, including mefloquine and its analogs 4-methylquinolines and 4quinolylhydrazones (9-13).”
Quote in the paperSubstantial claim0 of 5 sources checked- cites [9] 9. R. Jain, B. Vaitilingam, A. Nayyar, P. B. Palde, Bioorg. Med. Chem. Lett. 13, 1051 (2003).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [10] 10. C. M. Kunin, W. Y. Ellis, Antimicrob. Agents Chemother. 44, 848 (2000).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [11] 11. M. R. Barbachyn, S. J. Brickner, Patent (International Publication Number: WO 93/09103, International Publication Date: 13 May, 1993, International Application Number: PCT/US92/08267, International Filing Date: 1992).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [12] 12. L. Savini, L. Chiasserini, A. Gaeta, C. Pellerano, Bioorg. Med. Chem. 10, 2193 (2002). / www.sciencexpress.org /9 December 2004 / Page 4/ 10.1126/science.1106753
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [13] 13. S. Vangapandu, M. Jain, R. Jain, S. Kaur, P. P. Singh, Bioorg. Med. Chem. 12, 2501 (2004).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Interpretationown dataThe long half-lives and consequently prolonged exposure are important factors determining the duration of activity in vivo and provide a rationale for less frequent dosing regimens.
“The long half-lives and consequently prolonged exposure are important factors determining the duration of activity in vivo and provide a rationale for less frequent dosing regimens.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationnone givenA comparison of the sequences of ATP synthases of different bacteria and of eukaryotic ATP synthase provides a rationale for the specificity of the antibacterial spectrum and, to a lesser extent, the safety profile of R207910.
“A comparison of the sequences of ATP synthases of different bacteria and of eukaryotic ATP synthase provides a rationale for the specificity of the antibacterial spectrum and, to a lesser extent, the safety profile of R207910.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataThe distinct target of R207910 means that there is no cross-resistance with existing anti-TB drugs, and our studies verified it is as effective against MDR strains as it is against fully antibiotic-susceptible strains.
“Furthermore, the distinct target of R207910 means that there is no crossresistance with existing anti-TB drugs, and our studies verified it is as effective against MDR strains as it is against fully antibiotic-susceptible strains.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationcitationInhibition of ATP synthase function may lead to ATP depletion and imbalance in pH homeostasis, both contributing to decreased survival.
“Inhibition of ATP synthase function may lead to ATP depletion and imbalance in pH homeostasis, both contributing to decreased survival (15,16).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [15] 15. M. Rao, T. L. Streur, F. E. Aldwell, G. M. Cook, Microbiology 147, 1017 (2001).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites [16] 16. G. Deckers-Hebestreit, K. Altendorf, Annu. Rev. Microbiol. 50, 791 (1996).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing). May combine two claims.
InterpretationreasoningThese attributes are valuable for treatment of chronic infections and may also be important for the development of simpler dosing regimens.
“These are all attributes that are valuable for treatment of chronic infections and they may also be important for the development of simpler dosing regimens.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationThe extent of bacterial load, the most effective drug combinations and treatment duration needed for sterilization are all similar in mice and humans.
“The extent of bacterial load, the most effective drug combinations and treatment duration needed for sterilization are all similar in mice and humans (17).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [17] 17. E. L. Nuermberger et al., Am. J. Respir. Crit. Care Med. 169, 421 (2004).
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
The paper relies on this without support.
No tuberculosis-specific drugs have been discovered in 40 years.
“Tuberculosis has been increasing significantly on a worldwide basis over the past decade, but no tuberculosisspecific drugs have been discovered in 40 years.”
The paper relies on this without support.
The murine TB model is predictive of human TB treatment outcomes.
“The extent of bacterial load, the most effective drug combinations and treatment duration needed for sterilization are all similar in mice and humans (17).”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
TMC207 is bactericidal against most mycobacterial species but only bacteriostatic against M. avium and M. smegmatis.
“TMC207 is bactericidal towards most species of mycobacteria (109), but is only bacteriostatic against M. avium (118) and M. smegmatis (Berney and Cook, unpublished data).”
From Energetics of Respiration and Oxidative Phosphorylation in Mycobacteria (2014) · cites this paper as [109]
The Chemistry and in vitro anti-mycobacterial activity section reports bactericidal activity against M. tuberculosis and low MICs for several other mycobacterial species. Low MICs do not establish that the drug is bactericidal against most species. The M. avium and M. smegmatis clauses cite different sources, so they are not judged against this paper; page numbers are unavailable in our copy. (LLM, conf=0.88)
Experimental — accuracy not yet measuredTreatment of growing or non-growing mycobacterial cells with TMC207 causes time-dependent rather than dose-dependent killing.
“When mycobacterial cells (growing or non-growing) are treated with TMC207, time-dependent (not dose-dependent) killing is observed (109).”
From Energetics of Respiration and Oxidative Phosphorylation in Mycobacteria (2014) · cites this paper as [109]
In “Chemistry and in vitro anti-mycobacterial activity” (page unavailable), the paper reports that higher concentrations did not increase killing of log-phase, growing M. tuberculosis, suggesting time-dependent rather than concentration-dependent killing. The cited passage does not establish the same pattern in non-growing cells. (LLM, conf=0.88)
Experimental — accuracy not yet measuredThe clinically most promising diarylquinolines target F1Fo-ATP synthase and inhibit ATP synthesis.
“The most promising compounds clinically, the diarylquinolines, have been shown to target the F1Fo-ATP synthase and inhibit ATP synthesis (109, 111, 112).”
From Energetics of Respiration and Oxidative Phosphorylation in Mycobacteria (2014) · cites this paper as [109]
The Chemistry and in vitro anti-mycobacterial activity section identifies the F0 subunit of ATP synthase as the target of the diarylquinoline R207910 and says the drug inhibits its proton pump. The Discussion says ATP synthase inhibition may lead to ATP depletion, but does not establish direct inhibition of ATP synthesis; nor does the paper rank diarylquinolines as the most promising compounds clinically. Page numbers are unavailable in our copy. (LLM, conf=0.84)
Experimental — accuracy not yet measuredM. smegmatis was used for the initial compound screening that identified diarylquinoline (later named Bedaquiline) as a specific inhibitor of mycobacterial ATP synthase in 2005, which ended a 40-year dearth in anti-TB drug discovery.
“M. smegmatis was used for the initial compound screening that identified diarylquinoline (later named Bedaquiline) as a specific inhibitor of mycobacterial ATP synthase in 2005, which ended a 40-year dearth in anti-TB drug discovery (147).”
From Mycobacterium smegmatis: The Vanguard of Mycobacterial Research (2023) · cites this paper as [147]
The Chemistry and in vitro anti-mycobacterial activity section says the discovery strategy screened compounds against M. smegmatis and identifies ATP synthase as the proposed target of R207910. The paper also says no tuberculosis-specific drug had been discovered in 40 years, but our copy does not identify R207910 by the later name bedaquiline. Page numbers are unavailable in our copy. (LLM, conf=0.84)
Experimental — accuracy not yet measuredBedaquiline, the first new TB drug in 40 years, was discovered through an M. smegmatis screen.
“Furthermore, Bedaquiline, the first new TB drug in 40 years, was discovered through an M. smegmatis screen.”
From Mycobacterium smegmatis: The Vanguard of Mycobacterial Research (2023) · cites this paper as [147]
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The Diarylquinoline TMC207 for Multidrug-Resistant Tuberculosis
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“R207910 reduces the time of therapy in animal models (15, 28) and shows superior sterilization activity compared with standard anti-TB drugs.”
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“In previous work with bedaquiline-resistant H37Rv mutants isolated in vitro, it was found that 15 out of 53 resistant mutants carried mutations in atpE, the gene that encodes the target subunit of bedaquiline in ATP synthase (15, 16).”
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InfluentialSelf-citationDiacon, A. H., Donald, P. R., Pym, A. S., Grobusch, M. P., Patientia, R. F., Mahanyele, R., Bantubani, N., Narasimooloo, R., Marez, T. D., van Heeswijk, R., et al. (2012) · Antimicrobial Agents and Chemotherapy · doi:10.1128/aac.06126-11 · Cited by 371 · see citing works
“TMC207, recently renamed bedaquiline, is a diarylquinoline with a novel mode of action specifically inhibiting mycobacterial ATP synthase (1).”
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“Drug Sponsor Class In vitro potency Mode of action Clinical trial status TMC 207 (Bedaquiline) Janssen Diarylquinoline 30–120 ng/ml (Andries et al., 2005; Koul et al., 2008) Targeting ATP synthase, inhibition of proton pumping activity (Huitric et al., 2010) III, FDA-approved (accelerated…”
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“Bedaquiline inhibits the F0F1 ATP synthase, a function required for energy maintenance (Andries et al., 2005), PA-824 is a nitroimidazole that kills via nonspecific nitrosative (nitrogen radical-mediated) damage (Singh et al., 2008), and moxifloxacin produces DNA breaks at sites of ongoing…”
Robust Salmonella metabolism limits possibilities for new antimicrobials
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“The subsequent observation in 2005 that bedaquiline (or TMC207, a diarylquinoline), an inhibitor of F1F0 ATP synthase, could synergizewithPZAactivity (37)—afinding just likeDCCD synergy with PZA shown earlier in 2003 (30)—provides further support for the model of PZA.”
BackgroundResultInfluentialBedaquiline in the treatment of multidrug- and extensively drug-resistant tuberculosis
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“to be effective for the development of new antitubercular drugs and have identified compounds with new mechanisms of actions such as TMC207 [25,26].”
InfluentialNew agents for the treatment of drug-resistant Mycobacterium tuberculosis
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“Through the growth of drug-resistant mutants, it was discovered that the rotor ring of the organism's F0F1 ATP synthase was the target, specifically binding to the c subunit [25].”
BackgroundConfronting the scientific obstacles to global control of tuberculosis
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“377 Research has shown that when combined with other agents such as pretomanid and moxi fl ox-acin, bedaquiline effectively eliminates M. tuberculosis in non-replicating persister state.”
BackgroundExtensively drug-resistant tuberculosis
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“Also, the mycobacterial species naturally resistant to R207910 contains Met at position 63 in place of a conserved Ala in all sensitive mycobacteria (15, 181, 313).”
BackgroundInfluentialMetabolic principles of persistence and pathogenicity in Mycobacterium tuberculosis
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Quinoline: A promising antitubercular target
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“The results of its clinical trials show that TMC207 may shorten the treatment of TB and be effective in its treatment [43–45].”
BackgroundHistory of antimicrobial drug discovery: Major classes and health impact
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Challenges in tuberculosis drug research and development
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“AtpE1 (Rv1305) Inhibited by a diarylquinoline drug R207910 in vitro [109] 4 4 4 4 4 4 4 Cyp121 (Rv2276) Putative essential gene.”
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“The most impressive activity of TMC207 in animal models was observed after treatment for at least 1 month in studies conducted in mice infected with drug-sensitive TB and nonestablished (2) and established infection (2, 12) or MDR-TB (19).”
BackgroundInfluentialNTM drug discovery: status, gaps and the way forward
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“Of note, similar to clofazimine which targets type II NADH-quinone oxidoreductase (NDH-2) [51], a key component in the electron transport chain, bedaquiline also targets oxidative phosphorylation via inhibiting ATP synthase [52].”
BackgroundOligomycin Frames a Common Drug-Binding Site in the ATP Synthase
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“Strains resistant against R207910 were isolated, and three independent mutations in the gene encoding subunit-c, Asp26Val, Ala61Pro, Ile64Met (yeast numbering system), were identified as being responsible for conferring resistance to the drug (25, 27).”
BackgroundAntibiotics in the clinical pipeline in 2011
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Targeting Persisters for Tuberculosis Control
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“Besides the wellknown strong synergy between PZA and TMC207 (2, 35), a recent study has shown that adding clofazimine could further enhance the synergy of PZA and TMC207 in mice (72).”
BackgroundThe Concept of an Ideal Antibiotic: Implications for Drug Design
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“Species-selective platform • Screening against a specific bug, resulting in compounds that act selectively against that pathogen [56] • Requires a target that is innate and specific to microorganism • Lower probability of toxicity in the human host • New compounds will not affect commensals in the gut [57] Bedaquiline…”
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“Moxifloxacin was obtained from Chempacific and the compound TMC207 was synthesized as described elsewhere (Andries et al., 2005).”
BackgroundMethodDrugs versus bugs: in pursuit of the persistent predator Mycobacterium tuberculosis
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Location of Persisting Mycobacteria in a Guinea Pig Model of Tuberculosis Revealed by R207910
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“pyl- -cyclodextrin solution as described before (2).”
BackgroundInfluentialSelf-citationNew Drugs against Tuberculosis: Problems, Progress, and Evaluation of Agents in Clinical Development
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“120 g/ml in both fully susceptible and MDR strains (4, 59).”
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Buruli Ulcer (M. ulcerans Infection): New Insights, New Hope for Disease Control
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“Bedaquiline) at Johnson & Johnson [4,5].”
Naphthalene, a versatile platform in medicinal chemistry: Sky-high perspective
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Persisters, persistent infections and the Yin–Yang model
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Why Is Long-Term Therapy Required to Cure Tuberculosis?
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“]. Promising candidates under investigation include the ATP synthase inhibitor R207910 [”
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“Most MF 1 structures are similar to the 1.9 Å ground-state of MF 15 : β 1 and β 3 are each in a ‘closed’ state with bound nucleotide, but β 2 has an open state without nucleotide, since contacts of its CTD with a convex surface of γ distort the nucleotide binding site 4 .”
InfluentialBactericidal mode of action of bedaquiline
Hards, K., Robson, J. R., Berney, M., Shaw, L. E., Bald, D., Koul, A., Andries, K., & Cook, G. M. (2015) · Journal of Antimicrobial Chemotherapy · doi:10.1093/jac/dkv054 · Cited by 228 · see citing works
Self-citation
- Authors
- Andries, K., Verhasselt, P., Guillemont, J., Göhlmann, H. W. H., Neefs, J.-M., Winkler, H., Van Gestel, J., Timmerman, P., Zhu, M., Lee, E., Williams, P., de Chaffoy, D., Huitric, E., Hoffner, S., Cambau, E., Truffot-Pernot, C., Lounis, N., & Jarlier, V.
- Affiliations
- Johnson & Johnson (United Kingdom) (GB)
- Johnson & Johnson Pharmaceutical Research and Development, Turnhoutseweg 30, 2340 Beerse, Belgium.
- Corresponding author
- Andries, Koen
- Lounis, Nacer
- Venue
- Science
- Published
- 2005-01-14
- Volume
- 307
- Issue
- 5707
- Pages
- 223-227
- ISSN
- 0036-8075 (ISSN-L)
- 1095-9203
- OpenAlex
- W2158658436
- Cited by
- 2,191
- References
- 13
- Citations by year
- 2026: 63 · 2025: 98 · 2024: 103 · 2023: 106 · 2022: 111 · 2021: 98 · 2020: 136 · 2019: 141 · 2018: 102 · 2017: 124 · 2016: 120 · 2015: 129 · 2014: 140 · 2013: 106 · 2012: 102
- FWCI
- 27.67
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Science (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Infectious Diseases › Tuberculosis Research and Epidemiology
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › ATP Synthase and ATPases Research
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Cancer therapeutics and mechanisms
- Keywords
- diarylquinolines, Mycobacterium tuberculosis, tuberculosis drug resistance, ATP synthase inhibition, proton pump, bactericidal activity, combination therapy, isoniazid
- MeSH terms
- Amino Acid Sequence, Animals, Antitubercular Agents, Dose-Response Relationship, Drug, Drug Evaluation, Preclinical, Drug Therapy, Combination
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