Table 3.
Blood RNA biomarker and CRP performance metrics for discrimination of TB status, stratified by selected subgroups.
Signature | W4SS-positive | W4SS-negative | p |
---|---|---|---|
| |||
BATF2 | 0.78 (0.72 – 0.84) | 0.59 (0.43 – 0.74) | 0.029 |
CRP | 0.81 (0.76 – 0.87) | 0.56 (0.42 – 0.7) | 0.003 |
Gliddon3 | 0.83 (0.77 – 0.89) | 0.58 (0.44 – 0.72) | 0.003 |
Risk6 | 0.83 (0.78 – 0.89) | 0.59 (0.46 – 0.72) | 0.003 |
Roe3 | 0.77 (0.71 – 0.83) | 0.57 (0.41 – 0.74) | 0.029 |
Suliman4 | 0.84 (0.79 – 0.89) | 0.6 (0.46 – 0.74) | 0.003 |
Sweeney3 | 0.84 (0.79 – 0.9) | 0.56 (0.42 – 0.7) | 0.002 |
Zak11 | 0.75 (0.68 – 0.81) | 0.65 (0.51 – 0.78) | 0.193 |
| |||
Signature | CD4 <200 cells | CD4 >=200 cells | p |
| |||
BATF2 | 0.76 (0.68 – 0.84) | 0.7 (0.62 – 0.79) | 0.482 |
CRP | 0.84 (0.77 – 0.91) | 0.7 (0.61 – 0.78) | 0.112 |
Gliddon3 | 0.83 (0.75 – 0.9) | 0.72 (0.63 – 0.81) | 0.188 |
Risk6 | 0.83 (0.75 – 0.9) | 0.73 (0.65 – 0.82) | 0.188 |
Roe3 | 0.75 (0.66 – 0.83) | 0.7 (0.61 – 0.79) | 0.512 |
Suliman4 | 0.84 (0.76 – 0.92) | 0.75 (0.67 – 0.83) | 0.188 |
Sweeney3 | 0.84 (0.76 – 0.91) | 0.73 (0.65 – 0.82) | 0.188 |
Zak11 | 0.71 (0.62 – 0.8) | 0.74 (0.65 – 0.82) | 0.667 |
| |||
Signature | Culture-positive TB | Culture-negative TB | p |
| |||
BATF2 | 0.75 (0.7 – 0.81) | 0.69 (0.61 – 0.77) | 0.447 |
CRP | 0.79 (0.73 – 0.85) | 0.79 (0.72 – 0.86) | 0.978 |
Gliddon3 | 0.8 (0.74 – 0.86) | 0.76 (0.68 – 0.84) | 0.549 |
Risk6 | 0.8 (0.75 – 0.86) | 0.75 (0.67 – 0.83) | 0.447 |
Roe3 | 0.75 (0.69 – 0.81) | 0.69 (0.61 – 0.77) | 0.447 |
Suliman4 | 0.82 (0.76 – 0.87) | 0.79 (0.72 – 0.86) | 0.689 |
Sweeney3 | 0.8 (0.74 – 0.85) | 0.7 (0.61 – 0.78) | 0.361 |
Zak11 | 0.74 (0.69 – 0.8) | 0.67 (0.6 – 0.75) | 0.447 |
Accuracy shown for primary outcome of sputum culture status as area under the receiver operating characteristic curve with 95% confidence intervals. Reference standard for W4SS and CD4 strata is sputum culture, as per primary reference standard. Reference standard for the sputum culture strata is based on TB diagnosis or treatment recorded within six months of enrolment. P values indicate comparisons between strata for each signature.