TB Profiler
This tool processes raw sequence data to infer strain type and identify known drug resistance markers.
A stand alone version of this tool is now available and can now be run on linux or mac. Installation instructions can be found on GitHub and on the bioconda page.



This tool is for Research Use Only. Data and information provided through use of this tool are not intended for medical purpose or objective and should not be used for clinical diagnosis, patient management, or human clinical trials.
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Single nucleotide polymorphisms (SNPs) in coding regions are annotated using the reference amino acid, codon number and alternative amino acid (e.g. Ser315Thr in katG). SNPs in non-coding regions (i.e. RNA genes and intergenic regions) are annotated using the reference nucleotide, gene coordinate and alternative nucleotide (e.g. A1401G in rrs or C-37A in eis promoter). Indels are annotated using the reference VCF allele, gene coordinate and alternative VCF allele (e.g. T902TA insertion in katG).
Name: 5ce3da916868a
Sample: 5ce3da916868a

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Summary
ID: 5ce3da916868a
Date: Tue May 21 12:05:58 2019
Strain: lineage4.8
Drug-resistance: Sensitive

Drug1ResistanceSupporting Mutations (frequency)
Isoniazid
Rifampicin
Ethambutol
Pyrazinamide
Streptomycin
Ethionamide
Fluoroquinolones
Amikacin
Capreomycin
Kanamycin

Lineage2FamilyMain SpoligotypeRDS
lineage4Euro-AmericanLAM;T;S;X;HNone
lineage4.8Euro-American (mainly T)T1;T2;T3;T5RD219

Mutations in candidate genes:
GeneChromosome PositionMutationEstimated fraction
gyrB5764c.525C>G1.000
gyrA7362p.Glu21Gln1.000
rpsL781395c.-165T>C1.000
embR1416222p.Phe376Leu0.276
embR1416234p.Cys372Gly0.267
rrs1471896r.51t>c0.188
rrs1471900r.55c>t0.188
rrs1472203r.358g>a0.133
rrs1472541r.696t>g0.182
rrs1472544r.699c>g0.167
rrs1472734r.889c>t0.158
rrs1472741r.896g>a0.158
rrs1472744r.899a>g0.158
rrs1472767r.922g>a0.188
rrs1472779r.934g>a0.152
rrs1472781r.936c>t0.152
rrs1472786r.941c>t0.156
rrs1472793r.948a>t0.156
rrs1472803r.958t>a0.161
rrs1472895r.1050c>t0.182
rrs1473352r.1507c>t0.273
rrl1473707r.50t>c1.000
rrl1474001r.344c>t1.000
rrl1476332r.2675g>c0.182
rrl1476338r.2681c>t0.167
rrl1476353r.2696g>t0.167
rrl1476358r.2701t>c0.182
rrl1476372r.2715t>c0.222
rrl1476382r.2725a>g0.222
rrl1476383r.2726t>a0.211
rrl1476408r.2751g>a0.211
rrl1476425r.2768g>a0.176
rrl1476428r.2771c>t0.188
rrl1476466r.2809c>t0.150
rrl1476481r.2824t>c0.200
rrl1476506r.2849t>c0.200
rrl1476512r.2855c>t0.167
rrl1476514r.2857c>t0.167
rrl1476519r.2862c>g0.167
rrl1476524r.2867c>a0.167
rrl1476525r.2868a>g0.167
rrl1476530r.2873c>t0.158
rrl1476536r.2879g>a0.158
rrl1476537r.2880a>g0.158
rrl1476538r.2881a>g0.150
rrl1476547r.2890c>t0.261
rrl1476567r.2910c>t0.286
rrl1476573r.2916a>t0.240
rrl1476577r.2920t>g0.250
rrl1476584r.2927c>t0.273
rrl1476595r.2938c>t0.250
rrl1476602r.2945g>a0.240
rrl1476608r.2951c>a0.250
rrl1476614r.2957a>g0.190
rrl1476621r.2964c>a0.190
rrl1476624r.2967t>a0.190
rrl1476628r.2971t>a0.190
rrl1476629r.2972c>a0.190
rrl1476630r.2973a>g0.190
rrl1476637r.2980c>g0.182
alr3840764c.657C>G1.000
embC4242643c.2781C>T1.000
ethA4327186c.288C>T1.000

Analysis pipeline specifications

TBProfiler Version: 2.1.1

AnalysisProgram
Mappingbwa
Variant CallingBCFtools


Log

Drug Details
The estimated accuracy of drug resistance predictions is:

Drug1Sensitivity (%)Specificity (%)
Isoniazid 92.8 (89.9-95.7)100 (100-100)
Rifampicin 96.2 (93.9-98.5)98.1 (96.8-99.4)
Ethambutal 88.7 (83.6-93.8)81.7 (77.6-85.8)
Pyrazinamide70.9 (62.4-79.4)93.9 (90.6-97.2)
Streptomycin87.1 (82.7-91.5)89.7 (86.0-93.4)
Ethionamide 73.6 (66.7-80.5)93.3 (89.6-97.0)
Moxifloxacin60.0 (29.6-90.4)68.7 (52.6-84.8)
Ofloxacin 85.5 (79.1-91.9)94.9 (91.8-98.0)
Amikacin 82.9 (74.4-91.4)98.3 (96.0-100)
Capreomycin 60.7 (50.6-70.8)90.7 (87.2-94.2)
Kanamycin 87.3 (81.3-93.3)93.4 (89.9-96.9)
Para-aminosalisylic acidNot determinedNot determined
Linezolid Not determinedNot determined
Clofazimine Not determinedNot determined
Bedaquiline Not determinedNot determined
Multi drug resistance91.2 (87.8-94.6)98.4 (97.2-99.6)
Extremely drug resistance75.9 (64.5-87.3)98.4 (97.3-99.5)

Lineages
Lineage2LocationStrainRD type
lineage1Indo-OceanicEAIRD239
lineage1.1Indo-OceanicEAI3;EAI4;EAI5;EAI6RD239
lineage1.1.1Indo-OceanicEAI4;EAI5RD239
lineage1.1.1.1Indo-OceanicEAI4;ZERORD239
lineage1.1.2Indo-OceanicEAI3;EAI5RD239
lineage1.1.3Indo-OceanicEAI6RD239
lineage1.2Indo-OceanicEAI1;EAI2RD239
lineage1.2.1Indo-OceanicEAI2RD239
lineage1.2.2Indo-OceanicEAI1RD239
lineage2East-AsianBeijingRD105
lineage2.1East-Asian (non-Beijing)NoneNone
lineage2.2East-Asian (Beijing)Beijing-RD207RD105;RD207
lineage2.2.2East-Asian (Beijing)Beijing-RD105/RD207RD105;RD207
lineage2.2.1East-Asian (Beijing)Beijing-RD181RD105;RD207;RD181
lineage2.2.1.2East-Asian (Beijing)Beijing-RD142RD105;RD207;RD181;RD142
lineage2.2.1.1East-Asian (Beijing)Beijing-RD150RD105;RD207;RD181;RD150
lineage3East-African-IndianCASRD750
lineage3.1East-African-IndianNon-CAS1-DelhiRD750
lineage3.1.1East-African-IndianCAS1-KiliRD750
lineage3.1.2East-African-IndianCAS;CAS2RD750
lineage3.1.2.1East-African-IndianCAS2RD750
lineage3.1.2.2East-African-IndianCASRD750
lineage4Euro-AmericanLAM;T;S;X;HNone
lineage4.1Euro-AmericanT;X;HNone
lineage4.1.2Euro-American (X-type)T;HNone
lineage4.1.2.1Euro-American (X-type)T1;H1RD182
lineage4.1.1Euro-American (X-type)X1;X2;X3None
lineage4.1.1.2Euro-American (X-type)X1None
lineage4.1.1.1Euro-American (X-type)X2RD183
lineage4.1.1.3Euro-American (Haarlem)X1;X3RD193
lineage4.2Euro-AmericanH;T;LAMNone
lineage4.2.2Euro-American (Ural)T;LAM7-TURNone
lineage4.2.2.1Euro-AmericanLAM7-TURNone
lineage4.2.1Euro-American (TUR)H3;H4None
lineage4.3Euro-American (LAM)mainly-LAMNone
lineage4.3.1Euro-American (LAM)LAM9None
lineage4.3.3Euro-American (LAM)LAM;TRD115
lineage4.3.4Euro-American (LAM)LAMRD174
lineage4.3.4.1Euro-American (LAM)LAM1;LAM2RD174
lineage4.3.4.2Euro-American (LAM)LAM1;LAM4;LAM11RD174
lineage4.3.4.2.1Euro-American (LAM)LAM11RD174
lineage4.3.2Euro-American (LAM)LAM3None
lineage4.3.2.1Euro-American (LAM)LAM3RD761
lineage4.4Euro-AmericanS;TNone
lineage4.4.2Euro-AmericanT1;T2None
lineage4.4.1Euro-American (S-type)S;TNone
lineage4.4.1.2Euro-AmericanT1None
lineage4.4.1.1Euro-AmericanS;OrphansNone
lineage4.5Euro-AmericanH;TRD122
lineage4.6Euro-AmericanT;LAMNone
lineage4.6.1Euro-American (Uganda)T2RD724
lineage4.6.1.1Euro-American T2-UgandaRD724
lineage4.6.1.2Euro-AmericanT2RD724
lineage4.6.2Euro-AmericanT;LAMRD726
lineage4.6.2.1Euro-AmericanT3RD726
lineage4.6.2.2Euro-American (Cameroon)LAM10-CAMRD726
lineage4.7Euro-American (mainly T)T1;T5None
lineage4.8Euro-American (mainly T)T1;T2;T3;T5RD219
lineage4.9Euro-American (H37Rv-like)T1None
lineage5West-Africa 1AFRI_2;AFRI_3RD711
lineage6West-Africa 2AFRI_1RD702
lineage7Lineage 7NoneNone
lineageBOVM. bovisBOV_1;BOV_2None

Citations
1. Coll F, et al. Rapid determination of anti-tuberculosis drug resistance from whole genome sequences. Genome Medicine (in press)
2. Coll F, et al. A robust SNP barcode for typing Mycobacterium tuberculosis complex strains. Nature Communications 2014.

Disclaimer
This tool is for Research Use Only and is offered free for use. The London School of Hygiene and Tropical Medicine shall have no liability for any loss or damages of any kind, however sustained relating to the use of this tool.
© 2019 London School of Hygiene and Tropical Medicine;