1
|
Joseph J, Niemczak C, Lichtenstein J, Kobrina A, Magohe A, Leigh S, Ealer C, Fellows A, Reike C, Massawe E, Gui J, Buckey JC. Central auditory test performance predicts future neurocognitive function in children living with and without HIV. Sci Rep 2024; 14:2712. [PMID: 38302516 PMCID: PMC10834399 DOI: 10.1038/s41598-024-52380-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 01/18/2024] [Indexed: 02/03/2024] Open
Abstract
Tests of the brain's ability to process complex sounds (central auditory tests) correlate with overall measures of neurocognitive performance. In the low- middle-income countries where resources to conduct detailed cognitive testing is limited, tests that assess the central auditory system may provide a novel and useful way to track neurocognitive performance. This could be particularly useful for children living with HIV (CLWH). To evaluate this, we administered central auditory tests to CLWH and children living without HIV and examined whether central auditory tests given early in a child's life could predict later neurocognitive performance. We used a machine learning technique to incorporate factors known to affect performance on neurocognitive tests, such as education. The results show that central auditory tests are useful predictors of neurocognitive performance and perform as well or in some cases better than factors such as education. Central auditory tests may offer an objective way to track neurocognitive performance in CLWH.
Collapse
Affiliation(s)
- Jeff Joseph
- Department of Quantitative Biomedical Sciences, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Christopher Niemczak
- Department of Quantitative Biomedical Sciences, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
- Space Medicine Innovations Laboratory, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
- Department of Medicine, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
| | - Jonathan Lichtenstein
- Department of Psychiatry, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA
- The Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Anastasiya Kobrina
- Space Medicine Innovations Laboratory, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Albert Magohe
- Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Samantha Leigh
- Space Medicine Innovations Laboratory, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Christin Ealer
- Space Medicine Innovations Laboratory, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Abigail Fellows
- Space Medicine Innovations Laboratory, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Catherine Reike
- Space Medicine Innovations Laboratory, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Enica Massawe
- Muhimbili University of Health and Allied Sciences, Dar es Salaam, Tanzania
| | - Jiang Gui
- Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Hanover, NH, USA
| | - Jay C Buckey
- Department of Quantitative Biomedical Sciences, Geisel School of Medicine at Dartmouth, Hanover, NH, USA.
- Space Medicine Innovations Laboratory, Geisel School of Medicine at Dartmouth, Hanover, NH, USA.
- Department of Medicine, Dartmouth-Hitchcock Medical Center, Lebanon, NH, USA.
| |
Collapse
|