Evidence map›Paper›PMID 42180382›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Delirium and Increased Risk of Developing Dementia: An Emulated Target Trial Analysis.

Cara S Rathmell, Haoqi Sun, Wendong Ge, Colin Magdamo, Sudeshna Das, Lidia M V R Moura, Sahar Zafar, Oluwaseun Akeju, Shibani Mukerji, Kendrick Shaw and 1 more

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Cara S RathmellDepartment of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, USA.ORCID 0000-0003-1425-6464
Haoqi SunDepartment of Neurology, Beth Israel Deaconess Medical Center, Boston, USA.ORCID 0000-0002-5041-8312
Wendong GeDepartment of Neurology, Massachusetts General Hospital, Boston, USA.ORCID 0000-0003-1557-5336
Colin MagdamoDepartment of Neurology, Massachusetts General Hospital, Boston, USA.ORCID 0000-0001-8965-4630
Sudeshna DasDepartment of Neurology, Massachusetts General Hospital, Boston, USA.ORCID 0000-0002-9486-6811
Lidia M V R MouraDepartment of Neurology, Massachusetts General Hospital, Boston, USA.
Sahar ZafarDepartment of Neurology, Massachusetts General Hospital, Boston, USA.
Oluwaseun AkejuDepartment of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, USA.ORCID 0000-0002-6740-1250
Shibani MukerjiDepartment of Neurology, Massachusetts General Hospital, Boston, USA.
Kendrick ShawDepartment of Anesthesia, Critical Care and Pain Medicine, Massachusetts General Hospital, Boston, USA.ORCID 0000-0001-6793-9600
M Brandon WestoverDepartment of Neurology, Beth Israel Deaconess Medical Center, Boston, USA.ORCID 0000-0003-4803-312X

Funding

Data-Driven Sleep Biomarkers of Brain Health, Heart Health, and MortalityR01HL161253 · NHLBI · BETH ISRAEL DEACONESS MEDICAL CENTER · PI CLIFFORD, GARI DAVID, MIGNOT, EMMANUEL J · 2022 to 2025
$8.3M
Comparative Safety of Seizure Prophylaxis within the Medicare ProgramR01AG073410 · NIA · MASSACHUSETTS GENERAL HOSPITAL · PI Lidia Maria Veras Rocha de Moura · 2021 to 2026
$4.1M
In Vivo Targeting of Neuroactive Steroid and Immune Networks for Depression in People Living with HIV.R01MH131194 · NIMH · MASSACHUSETTS GENERAL HOSPITAL · PI Shibani Sharon Mukerji · 2022 to 2026
$4.0M
Low Neurophysiologic Resistance to Anesthetics as a Marker of Preclinical/Prodromal Alzheimer's Disease and Neurovascular Pathology, Delirium risk and InattentionR01AG073598 · NIA · STANFORD UNIVERSITY · PI Miles Berger · 2022 to 2026
$3.8M
Integrative Motor Activity Biomarker for the Risk of Alzheimer's RiskRF1AG064312 · NIA · BRIGHAM AND WOMEN'S HOSPITAL · PI HU, KUN · 2019 to 2019
$3.6M
Multimodal Network Connectivity Architecture (MOCA) of the Brain and its Role in the Recovery of Consciousness in Comatose Cardiac Arrest PatientsR01NS102574 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI GREER, DAVID MATTHEW, WU, ONA · 2018 to 2022
$3.4M
Investigation of Sleep in the Intensive Care Unit (ICU-SLEEP)R01NS102190 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI WESTOVER, MICHAEL BRANDON · 2018 to 2022
$3.2M
Prospective Validation of Neurophysiologic Outcome Prediction in Acute Brain InjuryR01NS126282 · NINDS · BETH ISRAEL DEACONESS MEDICAL CENTER · PI Aaron F Struck, Michael Brandon Westover · 2023 to 2026
$2.9M
Big Data and Deep Learning for the Interictal-Ictal-Injury ContiuumR01NS107291 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI WESTOVER, MICHAEL BRANDON · 2018 to 2022
$2.8M
Characterizing HIV-1 reservoirs in the central nervous systemR01MH134823 · NIMH · MASSACHUSETTS GENERAL HOSPITAL · PI MUKERJI, SHIBANI SHARON, YU, XU · 2023 to 2025
$2.4M
Establishing a Brain Health Index from the Sleep ElectroencephalogramRF1NS120947 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI CASH, SYDNEY S, THOMAS, ROBERT JOSEPH · 2021 to 2021
$2.4M
NHLBI NIH HHS R01 HL161253NIA NIH HHS R01 AG073410NIA NIH HHS R01 AG073598NIA NIH HHS RF1 AG064312NIMH NIH HHS R01 MH131194NIMH NIH HHS R01 MH134823NINDS NIH HHS R01 NS102190NINDS NIH HHS R01 NS102574NINDS NIH HHS R01 NS107291NINDS NIH HHS R01 NS126282NINDS NIH HHS RF1 NS120947
6 · The paper itself

Abstract

Background: Multiple studies suggest bidirectional links between delirium and Alzheimer's Disease and Related Dementias (ADRD). Although they establish a strong association between delirium and subsequent ADRD, it has not been explored using statistical causal inference which makes the best use of observational data to minimize biases. Methods: We conducted an emulated clinical trial to estimate the effect of experiencing delirium during hospitalization between April 2017 and September 2019 on the cumulative incidence of ADRD over two years following hospital admission in patients 65 and older. The emulated trial used observational data from individuals in the Mass General Brigham Electronic Medical Record (EMR). We carried out statistical causal survival analysis using methods that adjust for confounding, censoring, competing risks, and immortal-time bias, including inverse propensity weighting (IPW) and g-formula approaches. Results: Of the 6029 patients hospitalized in this time frame who were 65 or older with evidence of a PCP in the EMR, 5901 were included in the analysis based on no history of dementia diagnosis or medications 12 months prior to admission. At two years post-admission, the adjusted cumulative incidence of ADRD in individuals who did not experience delirium was 7.6% (95% Confidence Interval [CI] 4.0-12.1%) while it was 20.2% (95% CI 13.2-27.9%) for those who did experience delirium when calculated using the IPW method. Conclusions: Our emulated trial results argue for a strong association between delirium during hospitalization and the risk of developing ADRD in the two years following hospital admission in individuals 65 and older.

Identifiers

PMID42180382
PMCPMC13193019

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.