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: 5dd669603618c
Sample: 5dd669603618c

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Summary
ID: 5dd669603618c
Date: Thu Nov 21 10:41:07 2019
Strain: lineage2.2.1
Drug-resistance: Sensitive

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

Lineage2FamilyMain SpoligotypeRDS
lineage2East-AsianBeijingRD105
lineage2.2East-Asian (Beijing)Beijing-RD207RD105;RD207
lineage2.2.1East-Asian (Beijing)Beijing-RD181RD105;RD207;RD181

Mutations in candidate genes:
GeneChromosome PositionMutationEstimated fraction
gyrA7362p.Glu21Gln1.000
gyrA7585p.Ser95Thr1.000
gyrA9304p.Gly668Asp1.000
rpoB761441p.Asp545Glu1.000
rpoB763031c.3225T>C1.000
rpsL781395c.-165T>C1.000
embR1416222p.Phe376Leu0.283
embR1416234p.Cys372Gly0.350
rrs1472193r.348a>c0.188
rrs1472197r.352a>t0.200
rrs1472214r.369c>g0.143
rrs1472215r.370a>g0.143
rrs1472223r.378c>g0.261
rrs1472225r.380c>a0.409
rrs1472228r.383g>c0.261
rrs1472240r.395g>a0.280
rrs1472251r.406g>a0.238
rrs1472253r.408g>t0.143
rrs1472289r.444t>g0.167
rrs1472290r.445c>g0.167
rrs1472324r.479g>c0.188
rrs1472325r.480g>c0.188
rrs1472333r.488g>a0.270
rrs1472338r.493a>c0.162
rrs1472339r.494c>t0.273
rrs1472344r.499c>t0.761
rrs1472349r.504a>c0.163
rrs1472378r.533g>t0.465
rrs1472379r.534t>g0.526
rrs1472382r.537g>a0.542
rrs1472389r.544g>a0.438
rrs1472396r.551a>t0.681
rrs1472400r.555c>t0.425
rrs1472405r.560c>t0.264
rrs1472507r.662c>g0.875
rrs1472517r.672t>a0.471
rrs1472518r.673g>c0.483
rrs1472530r.685g>a0.732
rrs1472537r.692c>t0.864
rrs1472544r.699c>a0.429
rrs1472545r.700a>t0.551
rrs1472549r.704g>a0.270
rrs1472557r.712g>a0.684
rrs1472570r.725g>a0.311
rrs1472571r.726g>c0.789
rrs1472572r.727t>c0.143
rrs1472573r.728c>t0.386
rrs1472574r.729t>g0.154
rrs1472579r.734g>t0.543
rrs1472581r.736a>t0.642
rrs1472582r.737g>a0.140
rrs1472583r.738t>c0.215
rrs1472596r.751g>a0.224
rrs1472598r.753a>c0.887
rrs1472599r.754g>a0.534
rrs1472612r.767g>t0.442
rrs1472614r.769g>t0.454
rrs1472616r.771g>a0.308
rrs1472634r.789t>g0.417
rrs1472635r.790g>t0.515
rrl1475938r.2281c>t0.190
rpsA1833540c.-2A>G1.000
rpsA1834177c.636A>C1.000
tlyA1917972c.33A>G1.000
katG2154724p.Arg463Leu1.000
ald3086788c.-32T>C1.000
alr3841654c.-234A>C0.168
alr3841662c.-242A>G0.286
alr3841663c.-243G>A0.224
embC4242643c.2781C>T1.000
embA4243460c.228C>T1.000
ethA4326676p.Ser266Arg1.000
gid4407588c.615T>C1.000
gid4407927p.Glu92Asp1.000

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;