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Daniel Grint

@danieljgrint.bsky.social

Associate Prof of Medical Statistics @lshtm.bsky.social | TB and HIV treatment trialist | Electronic health records analyst | Running shoe geek

86 Followers  |  120 Following  |  69 Posts  |  Joined: 16.01.2025  |  2.5667

Latest posts by danieljgrint.bsky.social on Bluesky

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Do no harm - re-evaluating the risks of overtreatment in community-wide tuberculosis screening Background Community-wide screening is a crucial strategy to end tuberculosis (TB), but a common concern is potential harm from overtreatment following false positive diagnoses. However, current refer...

In a new preprint (NOT PEER REVIEWED) we continue to explore the challenge of overtreatment in community screening. It seems the benefits of TB treatment far outweigh the harms, especially once we accept that sputum culture is not perfect. Important food for thought. www.medrxiv.org/content/10.1...

07.10.2025 09:17 โ€” ๐Ÿ‘ 12    ๐Ÿ” 10    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

For this reason the combination of Xpert CT and a detailed CXR examination seems to be best at identifying those who may relapse post treatment.

30.09.2025 16:07 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

They may all represent seperate pathways, except smear and CT which intuitively may be related based on sputum. The great benefit of Xpert CT is the automatic readout with no need for reader interpretation. I imagine much of the variability in culture/smear comes from the operator.

30.09.2025 16:06 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Correlations between CT, culture and CXR were weak, it's only smear that was reasonably correlated with CT. Smear and culture were weakly correlated with each other (R^2 14%), but neither correlated with CXR (both R^2 <10%).

30.09.2025 16:02 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Hi Gabriele
Ultra is worse than Xpert at differentiating between the higher levels of disease severity. The study population was skewed towards a higher degree of disease severity, which may explain the lack of correlation between Ultra and CXR.

30.09.2025 15:55 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
Post image

Xpert MTB/RIFยฎ cycle threshold as a marker of TB disease severity; Implications for TB treatment stratification

โœ… Just Accepted
#IDSky
๐Ÿ”— https://bit.ly/3WbLI1G

28.09.2025 19:17 โ€” ๐Ÿ‘ 11    ๐Ÿ” 6    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 5

Push to main.

25.09.2025 19:03 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

This paper has now been peer reviewed and is available open access at CID.

25.09.2025 18:38 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Acetaminophen Use During Pregnancy and Childrenโ€™s Risk of Autism, ADHD, and Intellectual Disability This nationwide cohort study with sibling control analysis examines the association of acetaminophen use during pregnancy with childrenโ€™s risk of autism, ADHD, and intellectual disability.

apropos of nothing

23.09.2025 10:28 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
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Body mass index and tuberculosis risk: an updated systematic literature review and doseโ€“response meta-analysis AbstractBackground. The relationship between nutritional status and tuberculosis is critically important but poorly understood. We extended a 2009 review c

Nutritional status is a key determinant of TB. In this updated systematic review and dose-response meta-analysis (43 cohorts inc > 26 million people) we redefined the relationship between body mass index (BMI) and TB. doi.org/10.1093/ije/...

09.09.2025 08:35 โ€” ๐Ÿ‘ 8    ๐Ÿ” 9    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 1
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The potential impact, cost and cost-effectiveness of tuberculosis interventions - a modelling exercise Background While a range of interventions exist for tuberculosis prevention, screening, diagnosis, and treatment, their potential population impact and cost-effectiveness are seldom directly compared,...

At a time when global resources for #TB research, development, prevention, and care are limited, which interventions should be prioritised in high burden settings?

๐Ÿ“ข Our new pre-print compares the impact, cost, and cost-effectiveness of 9 TB interventions in 3 countries. 1/n

bit.ly/3V3vXth

05.09.2025 10:05 โ€” ๐Ÿ‘ 11    ๐Ÿ” 9    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

"Nobody suspects the dishwasher" sticks in memory from a previous round I attended somewhere.

03.09.2025 22:22 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Academia may not give you job security, flexibility, or wealth, but it will let you unexpectedly connect to eduroam in foreign cities

20.08.2025 16:58 โ€” ๐Ÿ‘ 1000    ๐Ÿ” 161    ๐Ÿ’ฌ 29    ๐Ÿ“Œ 21

Article on BBC news. 
Title: AI designs antibiotics for gonorrhoea and MRSA superbugs
Description: Two new potential drugs have been designed by AI to kill drug-resistant bacteria, in a major Massachusetts Institute of Technology study.

Article on BBC news. Title: AI designs antibiotics for gonorrhoea and MRSA superbugs Description: Two new potential drugs have been designed by AI to kill drug-resistant bacteria, in a major Massachusetts Institute of Technology study.

I really dislike how science has started calling almost any fancy computational technique AI. ๐Ÿงช

The framing of this entire article makes it sound like a benevolent AI independently made these drugs.

That is *pure fantasy*.

Instead: a team of scientists made a machine learning model for a study.

15.08.2025 06:14 โ€” ๐Ÿ‘ 2288    ๐Ÿ” 708    ๐Ÿ’ฌ 58    ๐Ÿ“Œ 57

p.s. I've been consistently spelling injectAble wrong for 3+ years now.

18.07.2025 15:12 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0
The front page of the preprint article, showing title and authors

The front page of the preprint article, showing title and authors

The abstract of the preprint

The abstract of the preprint

Forest plot showing primary and secondary trial outcomes, with non-inferiority margins

Forest plot showing primary and secondary trial outcomes, with non-inferiority margins

โšก๏ธNew preprint (not peer-reviewed)โšก๏ธ

In the SaDAPT trial with people with #HIV and #tuberculosis symptoms in ๐Ÿ‡ฒ๐Ÿ‡ผ๐Ÿ‡ฑ๐Ÿ‡ธ, we investigated if antiretroviral therapy should be initiated immediately, or delayed until TB results available. ssrn.com/abstract=523...

Outcomes (incl. IRIS) similar across both arms.

01.05.2025 07:10 โ€” ๐Ÿ‘ 5    ๐Ÿ” 6    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Delighted to see our long-acting injectible ART trial (IMPALA) presented at #IAS2025. 2-monthly injections are non-inferior to daily pill taking and overwhelmingly preferred. Next challenge is expanding access to LA ART; excellent news the WHO has recommended LA CAB+RPV in treatment guidelines.

18.07.2025 15:03 โ€” ๐Ÿ‘ 3    ๐Ÿ” 1    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Yeah, that part could definitely be better written. 10% mortality reduction is impressive!

18.07.2025 07:46 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Interpretation beyond that is for the reader. It's possible these results could still change guidelines.

17.07.2025 10:25 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

I think you'd probably be right to, assuming there are no potential ill effects. 'Statistical significant' i.e. <0.05 is less of a thing now, but you still have to respect the study design. In this case, they just missed the pre-defined superiority criteria and must report on those lines.

17.07.2025 10:18 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

You don't need a Bayesian analysis to be less rigid in interpreting p- values. You're right the result looks promising, but it requires further study.

17.07.2025 09:52 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Mandating culture/PCR for everyone in a vaccine trial makes sense to me, I didn't realise that wasn't the case. But it could (likely will) end up costing more even if the sample size is lower.

05.07.2025 13:36 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Very interesting. In TB treatment trials, it's standard practice to test culture from everyone every few months regardless of symptoms. Consecutive positives define TB relapse without worrying about symptoms. However, this is a big cost driver!!!

05.07.2025 13:35 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

Describing the hawkeye automated line calling at Wimbledon as 'AI' can seriously get in the sea.

05.07.2025 11:46 โ€” ๐Ÿ‘ 1    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

add 10% to the quote you see when shopping around is my philosophy once it's been through the booking agent

26.06.2025 08:30 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

Until there is a test for TB infection with higher specificity than IGRA, the use of the non-inferiority trial design for TB vaccine prevention of infection outcomes is not recommended.

@richardwhite321.bsky.social @cfmcquaid.bsky.social @reinhouben.bsky.social

25.06.2025 20:22 โ€” ๐Ÿ‘ 0    ๐Ÿ” 3    ๐Ÿ’ฌ 0    ๐Ÿ“Œ 0

TB vaccine trials testing a non-inferiority hypothesis with an infection primary outcome must account for the imprecision in the tools used to define infection, otherwise vaccines may be falsely declared non-inferior.

25.06.2025 20:21 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0

With only modest departures from perfect specificity in tuberculosis infection markers (95% for both), the risk of falsely declaring a vaccine to be non-inferior to BCG (or any other active control) is substantial.

25.06.2025 20:19 โ€” ๐Ÿ‘ 0    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 0
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Imprecision in tuberculosis infection outcomes; implications for non-inferiority vaccine trials Introduction Randomised trials comparing new vaccines against tuberculosis for use in neonates and infants, for whom Bacille Calmette-Guรฉrin (BCG) vaccination is established practice, are using tuberc...

๐Ÿšจ NEW PRE-PRINT (currently going through peer review)

We conducted a statistical simulation study to assess the impact of imperfect sensitivity and specificity, in the primary outcome definition of tuberculosis infection, in vaccine trials testing a non-inferiority hypothesis.

25.06.2025 20:16 โ€” ๐Ÿ‘ 2    ๐Ÿ” 0    ๐Ÿ’ฌ 1    ๐Ÿ“Œ 1
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Xpert MTB/RIFยฎ cycle threshold as a marker of TB disease severity; Implications for TB treatment stratification Introduction Recent trials have demonstrated that shortened four-month treatment durations are effective for the majority of people with tuberculosis (TB). However, there is a population of TB patient...

NEW PRE-PRINT (currently going through peer review)

In this secondary analysis of the RIFASHORT trial we classified TB disease severity at baseline and show that for the majority of people 4-months of rifampicin-based treatment, without the use of a quinolone, was non-inferior to the 6-month SOC.

13.06.2025 08:19 โ€” ๐Ÿ‘ 9    ๐Ÿ” 7    ๐Ÿ’ฌ 2    ๐Ÿ“Œ 2

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