10.17037/DATA.00002393
Using data from hospital and clinic files, research databases, and autopsy, we describe causes and outcomes of admissions, and assess investigation for TB among adults with advanced HIV who were hospitalized after enrolment to the ‘TB Fast Track’ trial in South Africa (2013–2015; see Grant AD, et al. Algorithm-guided empirical tuberculosis treatment for people with advanced HIV (TB Fast Track): an open-label, cluster-randomised trial. Lancet HIV. 2020 Jan;7(1):e27-e37.)
All participants were asked by study staff at follow-up visits if they had attended hospital at any point after enrolment. Study staff also looked for evidence of hospitalisations when abstracting from clinic files. For each participant with a recorded hospitalisation and for all participants who were recorded as having died after enrolment, the study team manually searched the admission records of the surrounding public hospitals and reviewed clinical notes when they could be located. The National Health Laboratory Service (NHLS) database was additionally searched and the results of investigations recorded. Data were abstracted by a member of the study team (doctor or professional nurse) using standardized paper forms. Ascertainment of death was done as part of the main trial.
For each recorded admission, the most likely cause of admission was assigned by a research physician using all the available information. This included information that was not available to clinicians assessing the individual in real-time, such as information from primary health care (PHC) clinic files, results of laboratory tests conducted in other facilities, and findings from the parent trial or mortality sub-study (e.g., urine LF-LAM results or autopsy findings). Research-assigned causes were classified into mutually exclusive categories with criteria pre-specified for likelihood of diagnosis (possible, probable, or definite) using a standardised tool. System-based categories were used (renal/liver failure, haematological, neurological, and gastrointestinal disorders) when information was insufficient to assign a more specific diagnosis.
The parent trial received ethical approval from the research ethics committees of the University of the Witwatersrand, the London School of Hygiene & Tropical Medicine (LSHTM), the South African Medicine Controls Council, and Provincial and District Departments of Health. This analysis was approved by LSHTM. All participants gave informed consent, which included permission for the study team to extract information from clinical and laboratory records. No identifiers were extracted from hospital files.
Participant consent obtained by the TB Fast Track trial enables data to be used by the trial team. However, it does not cover wider sharing of individual-level information. The Admissions dataset described here is held in the LSHTM data repository for preservation only. Please contact the trial team for information on the research conducted.
The following variables were analysed in the publications outlined in the above description.
Variable Name | Variable Label | Answer Label | Answer Code | Variable Type |
id | Participant ID | Open ended | Numeric | |
sex | What is the biological sex of the patient? | String | ||
Female | Female | |||
Male | Male | |||
age group | Age group | String | ||
18-24 years | 18-24 years | |||
25-29 years | 25-29 years | |||
30-34 years | 30-34 years | |||
35-39 years | 35-39 years | |||
40-44 years | 40-44 years | |||
45-49 years | 45-49 years | |||
50-54 years | 50-54 years | |||
55-59 years | 55-59 years | |||
60-64 years | 60-64 years | |||
65 years or older | 65 yeas or older | |||
enr_cd4 | The CD4 count at the time of enrolment to the TBFT | Open ended | Numeric | |
pmh_treatedfortbinpast | Treated for TB in the past? Captured at the time of enrolment to the TBFT | String | ||
No | No | |||
Yes | Yes | |||
t_enroladmit | Days from enrolment to admission | Open ended | Numeric | |
enr_bmi | Body mass index of patient at enrolment | Open ended | Numeric | |
enr_lam_result | LF-LAM result at time of enrolment | String | ||
1+ | 1+ | |||
2+ | 2+ | |||
3+ | 3+ | |||
4+ | 4+ | |||
5+ | 5+ | |||
No Band | No Band | |||
No result | No result | |||
enr_hb_result | Point of care Hb result at time of enrolment to TBFT | Open ended | Numeric | |
TBFT_arm | TBFT trial arm | String | ||
Control | Control | |||
Intervention | Intervention | |||
probabilityoftb | TBFT probability score that was allocated at time of enrolment to TBFT | String | ||
Low | Low | |||
Medium | Medium | |||
High | High | |||
Unknown | Unknown | |||
length_admission | Length of admission (days) | Open ended | Numeric | |
outcome | Outcome of admission | String | ||
Discharged home | Discharged home | |||
Transferred to another facility | transferred to another facility | |||
Death | Death | |||
number_admission | Number of hospital admissions from time of enrolment to TBFT to 1 yr post enrolment | 1 to 5 | Numeric | |
admission_order | The order of admissions of admissions from enrolment to TBFT to 1 yr post enrolment | String | ||
1 | First | |||
2 | Second | |||
3 | Third | |||
4 | Fourth | |||
5 | Fifth | |||
province | Province of South Africa in which the patient was admitted | String | ||
Gauteng | Gauteng | |||
Limpopo | Limpopo | |||
North West | North West | |||
level_hospital | The level of hospital the patient was admitted to? | String | ||
District | District | |||
Tertiary | Tertiary | |||
art_admission | Was the patient on ART at the time of admission? | String | ||
No | N | |||
Yes | Y | |||
Unable to determine | C | |||
tbtx_admission | Was the patient on TB treatment at the time of admission? | String | ||
No | N | |||
Yes | Y | |||
cough | Was there a documented cough at admission? | String | ||
No | N | |||
Yes | Y | |||
fever | Was there a documented fever at admission? | String | ||
No | N | |||
Yes | Y | |||
weightloss | Was there a documented weight loss at admission? | String | ||
No | N | |||
Yes | Y | |||
night_sweats | Was there a documented night sweats at admission? | String | ||
No | N | |||
Yes | Y | |||
hb_admission | The haemoglobin level at the time of admission | Open ended | Numeric | |
cd4_admission | The CD4 count at the time of admission | Open ended | Numeric | |
creatinine_admission | The creatinine at the time of admission | Open ended | Numeric | |
xray | Was a chest X-ray performed during admission | String | ||
No | N | |||
Yes | Y | |||
treatment_TB | Was TB treatment initiated during admission | String | ||
No | N | |||
Yes | Y | |||
diag_overall | The primary physicians admission cateogory allocation | String | ||
AIDS related illness | AIDS related illness | |||
New TB | New TB | |||
Deterioration on TB treatment | Deterioration on TB treatment | |||
Surgical | Surgical | |||
Drug related | Drug related | |||
Bacterialinfections | Bacterialinfections | |||
Non-communicable | Non-communicable | |||
Gastrointestinal | Gastrointestinal | |||
End-organ failure | End-organ failure | |||
Neurological | Neurological | |||
Haematological | Haematological | |||
Not defined in codebook | 20 | |||
Psychiatric | Psychiatric | |||
prob_overall | The primary physicians probability score allocation of the likelihood for the diagnosis based on available evidence | String | ||
Probable | Probable | |||
Possible | Possible | |||
Definite | Definite | |||
diag_overall_2ndEvaluation | The secondary physician's admission category allocation | String | ||
AIDS related illness | AIDS related illness | |||
Bacterialinfections | Bacterialinfections | |||
Deterioration on TB treatment | Deterioration on TB treatment | |||
Drug related | Drug related | |||
End-organ failure | End-organ failure | |||
Gastrointestinal | Gastrointestinal | |||
Haematological | Haematological | |||
New TB | New TB | |||
Non-communicable | Non-communicable | |||
Psychiatric | Psychiatric | |||
Surgical | Surgical | |||
sputum | Was a sputum performed during admission? | Numeric | ||
No | 0 | |||
Yes | 1 | |||
TBsputum_test | What TB sputum tests were performed? | String | ||
GXP | GXP | |||
Micro& GXP &culture | Micro& GXP &culture | |||
TB culture | TB culture | |||
TB Microscopy | TB Microscopy | |||
TB microscopy and culture | TB microscopy and culture | |||
TB microscopy and GXP | TB microscopy and GXP | |||
GXP_result | What was the GXP result | String | ||
Negative | Negative | |||
Positive. Rif Sens | Positive. Rif Sens | |||
Positive. Rif resistant | Positive. Rif resistant | |||
No result available | No result available | |||
TBmicroscopy_result | What was the TB microscopy result | String | ||
Negative | N | |||
Positive | P | |||
Results not available | R | |||
culture_result | What was the TB culture result | String | ||
Negative | N | |||
Positive for MTB | P | |||
arv_inpatient | ART initiated as an inpatient | Numeric | ||
No | 0 | |||
Yes | 1 | |||
referred_ART | Referred to local clinic for ART initiation | Numeric | ||
No | 0 | |||
Yes | 1 | |||
ART_deferred | ART not initiated according to guidelines | Numeric | ||
No | 0 | |||
Yes | 1 |