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Record W4389246798 · doi:10.1182/blood-2023-181396

The Impact of Iron Deficiency Anemia on Cerebrovascular Physiology, Brain Structure, and Cognitive Function in Otherwise Healthy Women

2023· article· en· W4389246798 on OpenAlexaboutno aff
Silvie Suriany, Clio González-Zacarías, Chau Vu, Sharon O’Neil, Gagan Mathur, Dawn C. Ward, Alyssa Ziman, Ellen Klapper, Lefan Zhuang, Christopher Denton, John C. Wood

Bibliographic record

VenueBlood · 2023
Typearticle
Languageen
FieldMedicine
TopicIron Metabolism and Disorders
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineAnemiaMontreal Cognitive AssessmentHemoglobinPopulationInternal medicineIron-deficiency anemiaCognitionPhysiologyPathologyGastroenterologyPsychiatryCognitive impairment

Abstract

fetched live from OpenAlex

Introduction: Moderate iron deficiency anemia(IDA), defined as a hemoglobin below 11 g/dl, occurs in 1.5% of the United States population and is overrepresented in minority populations. IDA is known to cause permanent structural and function damage in children, but IDA's cognitive and neurovascular phenotype in adults is poorly characterized. We performed brain MRI and cognitive testing in 34 otherwise healthy women with IDA to determine whether oxygen delivery and metabolism are preserved as well as the association of IDA with brain volumes and cognitive function. Methods: We recruited potential blood donors from four hospital-based donor centers, Children's Hospital Los Angeles, University of California Los Angeles, Cedar's Sinai, and City of Hope, whose point-of-care hemoglobin values were less than 10.5 g/dl. We also recruited individuals from the community using social media advertisements, with anemia documented by screening hemoglobin assessment. All participants were free from inflammatory, infectious, or malignant diseases that may impact blood counts and iron metabolism. IDA was confirmed by laboratory assessment of CBC, reticulocyte count, iron indices, methyl malonic acid, hemoglobin electrophoresis, homocysteine, and high-sensitivity C-reactive protein. Patients underwent a four-hour neurocognitive assessment consisting of subsets from the Weschler Abbreviated Scale of Intelligence (WASI-II), the California Verbal Learning Test (CVLT), the Rey Complex Figure Test (RCFT), and the NIH Cognitive Toolkit. MRI was performed on a 3T Philips Achieva using a 32-element head coil. Anatomic imaging consisted of 3D T1, 3D T2, 3D T2*/QSM, and 2D multishell diffusion imaging. Phase contrast and arterial spin labeling measured total and regional brain blood flow, respectively. Cerebral venous oximetry was performed using T2 relaxation under spin tagging. Results: The study population demonstrated a classic IDA phenotype characterized by low ferritin and transferrin saturation, high iron binding capacity, decreased MCV and MCHC, and hypochromic microcytosis on blood smear (not shown). Neurocognitive function was impaired across multiple domains for women having hemoglobin values less than 10.0 g/dl (Figure 1, left), with Cohen's D values ranging from 0.7 - 1.5. Cerebral blood flow (CBF) rose slightly as oxygen content declined (Figure 1, right), but much less than predicted based on historical controls 1,2 leading to impaired brain oxygen delivery. Oxygen extraction fraction was independent of hemoglobin concentration, thus cerebral metabolic rate was also decreased. Grey matter volume was smaller in the right temporal lobe and correlated with 2/3 of the abnormal cognitive indices (in Figure 1, left). White matter volume was decreased in the right cingulate gyrus, corpus callosum, and cerebellum, correlating with the remaining abnormal cognitive indices. Discussion: Our study demonstrates that iron deficiency has serious effects on cognitive performance; individuals with hemoglobin less than 10.0 g/dl scored more than one standard deviation below their peers with milder anemia. Poor cognitive performance was correlated with demonstrable brain shrinkage whose reversibility is unknown. The failure of the brain to upregulate CBF in response to IDA was striking because most patients with chronic anemia preserve cerebral oxygen delivery through compensatory hyperemia 1,2. While both anemia and iron deficiency can impair brain function on their own, it is likely that iron deficiency is the primary contributor to the cognitive and neurovascular effects. We will test this hypothesis in subsequent work by reexamining women with IDA shortly after intravenous iron administration, thus creating a window where the iron deficiency has been corrected but the anemia persists(NCT05929729). We will also determine whether the cerebrovascular, anatomic, and functional deficits are reversible with iron repletion. References 1. Brown MM, Marshall J. Regulation of cerebral blood flow in response to changes in blood viscosity. Lancet. 1985;1(8429):604-609. 2. Bush AM, Borzage MT, Choi S, et al. Determinants of resting cerebral blood flow in sickle cell disease. Am J Hematol. 2016;91(9):912-917.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.008
GPT teacher head0.270
Teacher spread0.261 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations4
Published2023
Admission routes1
Has abstractyes

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