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Journal of Clinical Microbiology
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Mycobacteriology and Aerobic Actinomycetes

Automatic Identification of Individual rpoB Gene Mutations Responsible for Rifampin Resistance in Mycobacterium tuberculosis by Use of Melting Temperature Signatures Generated by the Xpert MTB/RIF Ultra Assay

Yuan Cao, Heta Parmar, Ann Marie Simmons, Devika Kale, Kristy Tong, Deanna Lieu, David Persing, Robert Kwiatkowski, David Alland, Soumitesh Chakravorty
Geoffrey A. Land, Editor
Yuan Cao
aDepartment of Medicine, Rutgers New Jersey Medical School, Newark, New Jersey, USA
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Heta Parmar
aDepartment of Medicine, Rutgers New Jersey Medical School, Newark, New Jersey, USA
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Ann Marie Simmons
bCepheid Inc., Sunnyvale, California, USA
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Devika Kale
bCepheid Inc., Sunnyvale, California, USA
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Kristy Tong
bCepheid Inc., Sunnyvale, California, USA
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Deanna Lieu
bCepheid Inc., Sunnyvale, California, USA
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David Persing
bCepheid Inc., Sunnyvale, California, USA
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Robert Kwiatkowski
bCepheid Inc., Sunnyvale, California, USA
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David Alland
aDepartment of Medicine, Rutgers New Jersey Medical School, Newark, New Jersey, USA
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Soumitesh Chakravorty
aDepartment of Medicine, Rutgers New Jersey Medical School, Newark, New Jersey, USA
bCepheid Inc., Sunnyvale, California, USA
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Geoffrey A. Land
Carter BloodCare & Baylor University Medical Center
Roles: Editor
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DOI: 10.1128/JCM.00907-19
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  • FIG 1
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    FIG 1

    Mean Ultra Tm value ± 1 SD determined for 41 rpoB genotypes. Mutations from 511CCG through 512ACC_515ATT_526AAC showed unique mutant Tm window patterns. Mutations from 516TAC through 513CTA_523GAG had undistinguishable mutant Tm window patterns, but they showed different WT Tm window patterns. Colored labels represent 3 mutant groups, each containing 2 mutations that have similar Tm patterns. The single asterisk (*) indicates that 513CAG is a silent mutation (Q513Q) and all 4 Tm values fall within WT windows. The double asterisks (**) indicate that the rpo2 Tm value of 518GAC_533CCG could fall within the WT window or the Mut window or neither.

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    FIG 2

    Algorithm for identifying mutants based on TD values.

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    FIG 3

    TD-1 and TD-2 values determined for each sample in logarithmic transformation. Each genotype was tested on multiple samples or for multiple times on one sample to generate at least 3 replicates. Horizontal lines indicate the distance between TD-1 (colored data points) and TD-2 (black dots) of individual replicates. Colors and shapes of each data point represent the reference mutant corresponding to TD-1 values. The vertical dashed line indicates the cutoff for calling a mutant. *, 3 samples of 2 genotypes had TD-1 values of 0; therefore, 0.01 was added to their TD-1 values before logarithmic transformation was performed.

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  • TABLE 1

    Reference Tm values with standard deviations and Tm windows as defined by the Ultra assaya

    TABLE 1
    TABLE 1
    • ↵a n = 9 Tm windows. SD information was unavailable for 3 references because the cases are too rare to provide meaningful SD data.

    • ↵b Silent mutation.

    • ↵c References with only 3 positive Tm values.

  • TABLE 2

    Clinical isolates tested using TD value-based algorithm

    TABLE 2

Additional Files

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      Fig. S1

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      Table S1

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Automatic Identification of Individual rpoB Gene Mutations Responsible for Rifampin Resistance in Mycobacterium tuberculosis by Use of Melting Temperature Signatures Generated by the Xpert MTB/RIF Ultra Assay
Yuan Cao, Heta Parmar, Ann Marie Simmons, Devika Kale, Kristy Tong, Deanna Lieu, David Persing, Robert Kwiatkowski, David Alland, Soumitesh Chakravorty
Journal of Clinical Microbiology Dec 2019, 58 (1) e00907-19; DOI: 10.1128/JCM.00907-19

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Automatic Identification of Individual rpoB Gene Mutations Responsible for Rifampin Resistance in Mycobacterium tuberculosis by Use of Melting Temperature Signatures Generated by the Xpert MTB/RIF Ultra Assay
Yuan Cao, Heta Parmar, Ann Marie Simmons, Devika Kale, Kristy Tong, Deanna Lieu, David Persing, Robert Kwiatkowski, David Alland, Soumitesh Chakravorty
Journal of Clinical Microbiology Dec 2019, 58 (1) e00907-19; DOI: 10.1128/JCM.00907-19
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    • ABSTRACT
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KEYWORDS

Xpert MTB/RIF Ultra
rpoB
tuberculosis

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