Volume-12, Issue-8, August 2026

1. A Multidisciplinary-Validated Radiographic Severity Score for Immune Stratification in HIV-Associated Tuberculosis: Development and Internal Validation

Authors: Uchechukwu Agboje; Ordu Collins Ahamefule; Obazee Emmanuel; Muo Somtochukwu Marvis

Keywords: Tuberculosis, Pulmonary; HIV Infections; CD4 Lymphocyte Count; Radiography, Thoracic; Sensitivity and Specificity; Nigeria.

Page No: 01-10

DIN IMJH-AUG-2026-1
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Abstract

Background: Human immunodeficiency virus (HIV)-associated tuberculosis (TB) remains the leading cause of death among people living with HIV in sub-Saharan Africa. Where CD4 testing is unavailable, a chest X-ray must substitute for flow cytometry. We developed and internally validated a Radiographic Severity Score (RSS) to identify HIV-positive patients with advanced immunosuppression using plain-film radiography. 
Methods: Cross-sectional diagnostic accuracy study of 242 HIV-positive adults with newly diagnosed pulmonary TB at two sites in southern Nigeria (2017–2018). Two radiologists independently scored films using the RSS (12 zones, weighted for severity). Discriminative accuracy, calibration, and inter-reader reliability were assessed. 
Results: Of 242 enrolled, 228 had complete data. Mean RSS was 2.2±1.5 (CD4 <100 cells/µL), 3.4±1.7 (CD4 100–199 cells/µL), 4.8±1.9 (CD4 200–349 cells/µL), and 6.1±1.8 (CD4≥350 cells/µL). The stepwise gradient was significant (Spearman rho =+0.72, p <0.001). At threshold RSS ≤4: AUC=0.84 (95% CI 0.76–0.92), sensitivity 68.3%, specificity 80.0%, PPV 79.5%, NPV 69.4%. Inter-reader agreement was almost perfect (Cohen kappa =0.81, ICC=0.92). 
Conclusion: The RSS is a simple bedside tool for identifying HIV-positive patients with CD4 <200 cells/µL in settings without same-day CD4 testing. In this Nigerian cohort, the RSS demonstrated strong discriminative accuracy (AUC 0.84) and almost perfect inter-reader reliability (kappa 0.81). However, external validation in independent cohorts is required before the RSS can be recommended for widespread implementation in TB-HIV integrated programmes 

Keywords: Tuberculosis, Pulmonary; HIV Infections; CD4 Lymphocyte Count; Radiography, Thoracic; Sensitivity and Specificity; Nigeria.

References

[1] World Health Organization. (2024). Global tuberculosis report 2024. WHO. 
[2] Hamada, Y., Lujan, J., Schenkel, K., Ford, N., & Getahun, H. (2018). Sensitivity and specificity of WHO's recommended four-symptom screening rule for tuberculosis in people living with HIV: A systematic review and meta-analysis. Lancet HIV, *5*(9), e515-e523. https://doi.org/10.1016/S2352-3018(18)30146-1 
[3] Syarif, A. K., et al. (2018). Validation of Chest Radiograph Reading and Recording System (CRRS) in three sites in Indonesia. KnE Life Sciences, *3*(3), 3554. https://doi.org/10.18502/kls.v3i3.3554 
[4] Kebede, W., Abebe, G., Gudina, E. K., Kedir, E., Tran, T. N., & Van Rie, A. (2021). The role of chest radiography in the diagnosis of bacteriologically confirmed pulmonary tuberculosis in hospitalised Xpert MTB/RIF-negative patients. ERJ Open Research, *7*(1), 00708-2020. https://doi.org/10.1183/23120541.00708-2020 
[5] Chan, A. C. K., et al. (2024). Changes in the epidemiology and clinical manifestations of HIV-associated tuberculosis in Hong Kong, 2007-2020. Hong Kong Medical Journal, *30*(4), e516833. https://doi.org/10.12809/hkmj2310683 
[6] Akhigbe, R. O., et al. (2022). Chest radiograph patterns and their correlation with CD4 count in adults with human immunodeficiency virus (HIV) in Lagos University Teaching Hospital, Nigeria. Delta University Journal of Physical and Natural Sciences, *8*(1a), 45-54. https://doi.org/10.4314/dujopas.v8i1a.5 
[7] Agbor, E., et al. (2025). Molecular characterization of Mycobacterium tuberculosis in HIV/AIDS patients in the Centre Region of Cameroon. International Journal of Mycobacteriology, *14*(1), 23-31. https://doi.org/10.4103/ijmy.ijmy_101_24 
[8] Bossuyt, P. M., Reitsma, J. B., Bruns, D. E., et al. (2015). STARD 2015: An updated list of essential items for reporting diagnostic accuracy studies. BMJ, *351*, h5527. https://doi.org/10.1136/bmj.h5527 
[9] Collins, G. S., Reitsma, J. B., Altman, D. G., & Moons, K. G. (2015). Transparent reporting of a multivariable prediction model for individual prognosis or diagnosis (TRIPOD): The TRIPOD statement. BMJ, *351*, g7594. https://doi.org/10.1136/bmj.g7594 
[10] Riley, R. D., Ensor, J., Snell, K. I. E., et al. (2020). Calculating the sample size required for developing a clinical prediction model. BMJ, *368*, m441. https://doi.org/10.1136/bmj.m441 
[11] Dhana, A., et al. (2021). Tuberculosis screening among ambulatory people living with HIV: A systematic review and individual participant data meta-analysis. Lancet Infectious Diseases, *21*(12), 1655-1667. https://doi.org/10.1016/S1473-3099(21)00387-X 
[12] Broger, T., et al. (2019). Novel lipoarabinomannan point-of-care tuberculosis test for people with HIV: A diagnostic accuracy study. Lancet Infectious Diseases, *19*(8), 852-861. https://doi.org/10.1016/S1473-3099(19)30001-5 
[13] Nel, M., Franckling-Smith, Z., Pillay, T., Andronikou, S., & Zar, H. J. (2022). Chest imaging for pulmonary TB – an update. Pathogens, *11*(2), 161. https://doi.org/10.3390/pathogens11020161 
[14] Nguyen, D. T., Bang, N. D., Hung, N. Q., Beasley, R. P., Hwang, L. Y., & Graviss, E. A. (2016). Yield of chest radiograph in tuberculosis screening for HIV-infected persons at a district-level HIV clinic. International Journal of Tuberculosis and Lung Disease, *20*(2), 211-217. https://doi.org/10.5588/ijtld.15.0705 
[15] Fehr, J., et al. (2021). Computer-aided interpretation of chest radiography reveals the spectrum of tuberculosis in rural South Africa. NPJ Digital Medicine, *4*, 106. https://doi.org/10.1038/s41746-021-00471-y

[16] Mwape, L., et al. (2021). Utility of chest radiography and clinical screening in identifying active tuberculosis among people living with HIV in Zambia. International Journal of Mycobacteriology, *10*(4), 398-404. https://doi.org/10.4103/ijmy.ijmy_112_21 
[17] Ogbuabor, D. C., & Onwujekwe, O. E. (2025). Impact of the use of the ultra-portable digital x-ray with CAD4TB for active case finding for tuberculosis in Nigeria. Frontiers in Digital Health, *7*, 1559203. https://doi.org/10.3389/fdgth.2025.1559203 
[18] Qin, Z. Z., Barrett, R., Ahmed, S., et al. (2022). Comparing different versions of computer-aided detection products when reading chest X-rays for tuberculosis. PLOS Digital Health, *1*(6), e0000067. https://doi.org/10.1371/journal.pdig.0000067 
[19] Harris, M., Qi, A., Jeagal, L., et al. (2019). A systematic review of the diagnostic accuracy of artificial intelligence-based computer programs to analyze chest x-rays for pulmonary tuberculosis. PLoS ONE, *14*(9), e0221339.  https://doi.org/10.1371/journal.pone.0221339 
[20] Stevens, R. J., & Poppe, K. K. (2020). Validation of clinical prediction models: What, when, how. Archives of Public Health, *78*, 25. https://doi.org/10.1186/s13690-020-00412-6 
[21] Moons, K. G. M., Wolff, R. F., Riley, R. D., et al. (2019). PROBAST: A tool to assess risk of bias and applicability of prediction model studies. Annals of Internal Medicine, *170*(1), 51-58. https://doi.org/10.7326/M18-1376 
[22] Collins, G. S., Dhiman, P., Andaur Navarro, C. L., et al. (2024). Protocol for development of a reporting guideline (TRIPOD-AI) for multivariable prediction models that use artificial intelligence. BMJ. https://doi.org/10.1136/bmj-2023-076821 
[23] Miyake, N., et al. (2020). IGRA positivity among foreign-born individuals in Japan: A retrospective cohort study. International Journal of Mycobacteriology, *9*(4), 361-367. https://doi.org/10.4103/ijmy.ijmy_115_20 
[24] Prasetyo, R., et al. (2024). Implication of negative GeneXpert Mycobacterium tuberculosis/rifampicin for chest radiography scoring system in pulmonary tuberculosis diagnosis. International Journal of Mycobacteriology, *13*(2), 154-160.  https://doi.org/10.4103/ijmy.ijmy_111_24 
[25] Creswell, J., Qin, Z. Z., Gurung, R., Lamichhane, B., Yadav, D. K., Prasai, M. K., et al. (2018). The performance and yield of tuberculosis testing algorithms using microscopy, chest x-ray, and Xpert MTB/RIF. Journal of Clinical Tuberculosis and Other Mycobacterial Diseases, *14*, 1-6. https://doi.org/10.1016/j.jctube.2018.11.002. 

2. Health Impacts of Untreated Water by Populations in the Nkoabang Neighborhood, Nkolafamba Commune (Center Region-Cameroon)

Authors: Ronny Serge Song Ott; Olive Vivien Noah Ewoti; Maximillienne Ascension Nyegue

Keywords: Health risk, drinking water, prior treatment, waterborne diseases, Nkoabang.

Page No: 11-21

DIN IMJH-AUG-2026-2
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Abstract

A health impact study was conducted in the Nkoabang neighborhood of the Nkolafamba commune from January to March 2026 to assess the health risks associated with using drinking water without prior treatment. The approach used combined individual questionnaires, focus groups, and direct observations among 45 individuals. Regarding gender and occupation, the respondents consisted of 58% women and 42% men; and 44% civil servants, 22% traders, 18% informal workers, 11% unemployed, and 5% others, respectively. Regarding water consumption aspects, the population generally uses well water (protected and/or unprotected), boreholes, and rivers for domestic activities; and drinking water from boreholes, wells, and mineral water. Notably, 70% of the population is unaware of the microbiological quality and does not treat the water (minimal chlorination, filtration, boiling). Furthermore, wastewater and solid waste are discharged into the environment without prior treatment by 49% of the population. The waterborne diseases identified in this locality include typhoid, gastroenteritis, diarrhea, and amoebas. Faced with this situation, 87% of the population mainly resorts to self-medication through the use of antibiotics, consisting mostly of Amoxicillin 22%, Ciprofloxacin 20%, Ofloxacin 18%, Cotrimoxazole 11%, certain antiparasitic drugs 11%, and alternative treatments such as medicinal plants. 

Keywords: Health risk, drinking water, prior treatment, waterborne diseases, Nkoabang.

References

[1] World Health Organization. (2019). Global water, sanitation and hygiene: Annual report 2018. https://www.who.int 
[2] Baleng, S. D., Noah Ewoti, O. V., Koji, E., Tamsa Arfao, A., Moungang, L. M., Tuekam Kayo, R. P., Badouana Kolkossok, U., Yogne Poutoum, Y., & Nola, M. (2021). Health impact linked to the use of water of questionable microbiological quality in the town of Nkolafamba (Center, Cameroon). International Journal of Biological and Pharmaceutical Sciences Archive, *2*(2), 43-51. https://doi.org/10.53771/ijbpsa.2021.2.2.0095 
[3] Baleng, S. D., Noah Ewoti, O. V., Song Ott, R. S., Metsopkeng, C. S., Djiala Tagne, M. R., Nyegue, M. A., & Nola, M. (2022). Spatio-temporal variation of bacteria of the Vibrio and Pseudomonas genera in some underground water points developed in the locality of Ombessa (Department of Mbam-et-Inoubou, Center-Cameroon). International Journal of Scientific Research, *4*(2), 7-24. https://doi.org/10.4314/ijbcs.v16i2.15 
[4] Djiala Tagne, M. R., Nougang, M. E., Mouafo Tamnou, E. B., Manouore Njoya, A., Ngo Bahebeck, P., Baleng, S. D., Nana, P. A., Yogne Poutoum, Y., Bricheux, G., Metsopkeng, C. S., Sime-Ngando, T., & Nola, M. (2023a). Antibiotics susceptibility of some Bacillus strains isolated in the ground and rainwater in urbanized area in Cameroon (Central Africa), and potential impact of the [title incomplete]. 
[5] Djiala Tagne, M. R., Nougang, E. M., Metsopkeng, S. C., Bricheux, G., Donnadieu, F., Nana, A. P., Ripoche, I., Tchinda Donfagsiteli, N., Agbor, G., Chalard, P., Sime-Ngando, T., & Nola, M. (2023b). Effects of aqueous and hydro-ethanolic Moringa oleifera Lam leaf 
extracts on the cultivability of 2 Bacillus strains isolated from rainwater. Journal of Food Stability, *6*(4), 1-19. https://doi.org/10.36400/J.Food.Stab.6.4.2024-045 
[6] Kassing, A., Poutoum Yogne, Y., Nana, P. A., Bricheux, G., Sime-Ngando, T., & Nola, M. (2025). Potential role of water-percolates pH and sand size on the transfer/retention of Escherichia coli cells through sandy soil. Journal of Bioscience and Environment Research, *2*(4), 9-15. https://doi.org/10.5324/jber.v2i4.230 
[7] Ladibé, P., Noah Ewoti, O. V., Baleng, D. S., Poutoum Yogne, Y., Metsopkeng, S. C., Ndiva Bissé, T. I., Nana, A. P., Bricheux, G., Sime-Ngando, T., & Nola, M. (2026). Antibiotic susceptibility of 2 Staphylococcus species from 3 different aquatic environments at Kribi area (Cameroon, Central Africa) and potential impact of the distance of this sampling site from the sea. Journal of Pharmacy and Allied Medicine, *4*(1), 52-62. https://doi.org/10.58985/jpam.2026.v04i01.44 
[8] Moungang, L. M., Ache, R. N., Ewoti Noah, O. V., Fometio, B. L., Bayaga, H. N., Tamsa, A. A., Ibn Rabiou, M. S. A., & Nola, M. (2022). Antimicrobial potential of Erigeron floribundus extracts against some aquatic bacteria of sanitary importance: Influence of pH. World Journal of Pharmaceutical Research, *11*(5), 74-92. https://doi.org/10.20959/wjpr20225-23847 
[9] Noah Ewoti, O. V. (2012). Rétention des bactéries dans le sol et sur des fragments de roches en milieu aquatique : influences du type de cellule et de quelques paramètres chimiques de l'environnement [Doctoral dissertation]. 145p. 
[10] Noah Ewoti, O. V., Nga Mvondo, D., Baleng Davy, S., Banock Leme, L., Manouore Njoya, A., Song Ott, S. R., & Nola, M. (2022). Sensitivity to antibiotics of bacteria of the genus Aeromonas isolated from developed groundwater points and some surface water points in the Commune of Nkolafamba (Centre Cameroon). World Journal of Biology Pharmacy and Health Sciences, *14*(3), 194-212. https://doi.org/10.30574/wjbphs.2023.14.3.0238 
[11] Noah Ewoti, O. V., Tamsa Arfao, A., Baleng, S. D., Moungang, L. M., Metsopkeng, C. S., Tuekam Kayo, R. P., Poutoum Yogne, Y., Ebang Menye, D., & Nola, M. (2021a). Microbiological and physicochemical quality of some water points in the Nkolafamba Subdivision (Center Region, Cameroon). International Journal of Biological and Chemical Sciences, *15*(2), 816-834. https://doi.org/10.4314/ijbcs.v15i2.32 
[12] Noah Ewoti, O. V., Tamsa Arfao, A., Moungang, L. M., Kolkossok Badouana, Metsopkeng, C. S., Tuekam Kayo, R. P., Poutoum, Y. Y., & Nola, M. (2021b). Dynamics of abundances of Vibrio sp in some rivers: Impact of physicochemical factors. International Journal of Current Research, *13*(8), 18599-18609. https://doi.org/10.24941/ijcr.42013.08.2021 
[13] Noah Ewoti, O. V., Zakiyatou, N., Banock Leme, Ladibé, P., Ndourwé Bolivar, & Nola, M. (2025). Antibiotic sensitivity/resistance of bacteria isolated from groundwater at the source and under household storage conditions in Yaoundé (Cameroon, Central Africa). International Journal of Current Research and Applied Studies, *4*(5). https://doi.org/10.61646/IJCRAS.vol.4.issue5.132. 

3. Thinking Time in Healthcare: Popular Promise, Limited Evidence — A Review of Online Discourse

Authors: Kaya Bhandari; Mark Phillips; Goran Calic; Alex Thabane; Mohit Bhandari

Keywords: Thinking Time, Creativity, Blogs, Review, Benefits of Thinking, Thinking Strategies.

Page No: 22-31

DIN IMJH-AUG-2026-3
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Abstract

In healthcare, the importance of taking time to 'think deeply' about a challenge or an opportunity is especially important because decisions often require healthcare leaders to integrate uncertainty, competing priorities, patient values, and the best available evidence. Deliberate pauses for reflection, often called "thinking time," are widely promoted as a way to enhance creativity and productivity, yet most public guidance comes from blogs and online media rather than scientific research. This review examined how thinking time is portrayed in popular online discourse, with the aims of exploring how it is defined, what benefits and outcomes are emphasized, what daily durations are recommended, and what strategies are proposed for its implementation. We searched Google (2015–2025) for English-language blogs and articles explicitly discussing thinking time and extracted data on authorship, publication type, use of references, recommended durations, benefits, outcomes, and implementation strategies. One hundred articles were included. Most were published in the past five years, written by individuals with post-secondary education, and presented as personal blogs. Seventy percent provided no references, and few cited scientific sources. Benefits were most often linked to creativity and innovation. Recommended amounts were heterogeneous and were most often expressed weekly (commonly 30–120 minutes per week, or approximately 4-15 minutes each day); where daily figures were given they ranged from a few minutes to several hours. Strategies included time blocking, reducing distractions, journaling, reflection, collaboration, and walking. Online discourse strongly endorses thinking time despite limited scientific evidence, highlighting the need for rigorous research to test optimal protocols and outcomes.

Keywords: Thinking Time, Creativity, Blogs, Review, Benefits of Thinking, Thinking Strategies.

References
  1. Marchetti, I., Koster, E. H. W., Klinger, E., & Alloy, L. B. (2016). Spontaneous thought and vulnerability to mood disorders: The dark side of the wandering mind. Clinical Psychological Science, *4*, 835-857. https://doi.org/10.1177/2167702615622383
  2. Pacheco, R. T. (2024). What is thinking? ResearchGate. https://www.researchgate.net/publication/378332714_What_is_Thinking
  3. Dewey, J. (1910). How we think. D.C. Heath.
  4. Miley, S. (2023, July 20). The power of thinking time from Keith Cunningham. Crossroad Coach. https://crossroadcoach.com/the-power-of-thinking-time-from-keith-cunningham/
  5. Oppezzo, M., & Schwartz, D. L. (2014). Give your ideas some legs: The positive effect of walking on creative thinking. Journal of Experimental Psychology: Learning, Memory, and Cognition, *40*, 1142-1152. https://doi.org/10.1037/a0036577
  6. Silverthorne, S. (2002, July 29). Time pressure and creativity: Why time is not on your side. Harvard Business School Working Knowledge. https://www.library.hbs.edu/working-knowledge/time-pressure-and-creativity-why-time-is-not-on-your-side
  7. Sio, U. N., & Ormerod, T. C. (2009). Does incubation enhance problem solving? A meta-analytic review. Psychological Bulletin, *135*, 94-120. https://doi.org/10.1037/a0014212
  8. Henriksen, D., Richardson, C., & Shack, K. (2020). Mindfulness and creativity: Implications for thinking and learning. Thinking Skills and Creativity, *37*, 100689. https://doi.org/10.1016/j.tsc.2020.100689
  9. Editorial. (2024). Scientists need more time to think. Nature, *631*, 709. https://doi.org/10.1038/d41586-024-02381-x
  10. Newport, C. (2024). Slow productivity: The lost art of accomplishment without burnout. Portfolio.
  11. Tricco, A. C., Lillie, E., Zarin, W., O'Brien, K. K., Levac, D., Moher, D., et al. (2018). PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and explanation. Annals of Internal Medicine, *169*, 467-473. https://doi.org/10.7326/M18-0850
  12. Ginns, P., Muscat, K., & Naylor, R. (2023). Rest breaks aid directed attention and learning. Educational and Developmental Psychologist, *40*, 141-150. https://doi.org/10.1080/20590776.2023.2225700
  13. Remskar, M., Western, M. J., & Ainsworth, B. (2024). Mindfulness improves psychological health and supports health behaviour cognitions: Evidence from a pragmatic RCT of a digital mindfulness-based intervention. British Journal of Health Psychology, *29*, 1031-1048. https://doi.org/10.1111/bjhp.12745
  14. Thabane, A., McKechnie, T., Staibano, P., Calic, G., Arora, V., Webb, M. E., et al. (2025). A consensus definition of creativity in surgery: A focus group and modified Delphi study. Creativity Research Journal. Advance online publication. https://doi.org/10.1371/journal.pone.0314445
  15. Csikszentmihalyi, M. (1996). Creativity: Flow and the psychology of discovery and invention. HarperCollins
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