Evidence map›Paper›PMID 41634606›Full record

SynthesisBMC infectious diseases2026

Real-world untreated risk of hospitalization and death in a nirmatrelvir/ritonavir treatment-eligible population with mild-to-moderate COVID-19 in the United States: a systematic literature review.

Kristen Migliaccio-Walle, Tendai Mugwagwa, Ashley S Cha-Silva, Cynthia L Gong, David Campbell, Romina Quercia, Tobias Bergroth, David L Veenstra, Mary M Moran, Mendwas Dzingina

Abstract readSystematic Review
In one paragraph

Synthesis in BMC infectious diseases, 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

10 authors.

Kristen Migliaccio-WalleCurta Inc., 600 1st Ave, Ste 330, #45802, Seattle, WA, 98104, USA. Kristen.Migliaccio@curta.com.
Tendai MugwagwaPfizer, Ltd., Tadworth, Surrey, UK.
Ashley S Cha-SilvaPfizer Inc., 66 Hudson Blvd E, New York, 10001, USA.
Cynthia L GongCurta Inc., 600 1st Ave, Ste 330, #45802, Seattle, WA, 98104, USA.
David CampbellCurta Inc., 600 1st Ave, Ste 330, #45802, Seattle, WA, 98104, USA.
Romina QuerciaPfizer R&D LTD, Tadworth, Surrey, UK.
Tobias BergrothPfizer AB, Solnavägen 3H, Stockholm, 113 63, Sweden.
David L VeenstraCurta Inc., 600 1st Ave, Ste 330, #45802, Seattle, WA, 98104, USA.
Mary M MoranPfizer Inc., 500 Arcola Rd, Collegeville, PA, 19426, USA.
Mendwas DzinginaPfizer R&D LTD, Tadworth, Surrey, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNo study has systematically reviewed published estimates of real-world risk of hospitalization and death among untreated COVID-19 patients. We aimed to characterize the risk of hospitalization and death in real-world US clinical practice for untreated patients at high-risk for progression to severe COVID-19 and critically assess differences in patient populations.

methodsWe conducted a systematic literature review to identify US real-world evidence studies (December 21, 2021 – January 30, 2024) of patients aged 12 years and older diagnosed with mild-to-moderate COVID-19, at high risk for progression to severe COVID-19, and treated with nirmatrelvir/ritonavir (NMV/r) or untreated/best supportive care. Primary outcomes were reported risks of all-cause hospitalization, death, and hospitalization or death at 1 month. To account for heterogeneity across studies and confounding within studies, outcomes were estimated as: 1) observed risk, untreated risk as reported, 2) within-study adjusted risk, applying an adjusted treatment effect within studies to calculate risk in the untreated population, and 3) adjusted and standardized estimate, using the relative risk reduction for all-cause hospitalization or death from the study with highest validity.

resultsOf 1023 studies screened, we retained 23 for data extraction after applying inclusion and exclusion criteria (384,793 NMV/r patients from 22 studies; 1,062,757 no treatment from 14 studies). Studies were heterogenous, primarily retrospective, utilizing claims (e.g., TriNetX) and integrated health system data (e.g., Veterans Affairs). Most (n = 21, 91%) were US only; 20 (87%) were cohorts from December 2021 onward. Risk of all-cause hospitalization ranged from 0.9–7.7% (observed), 0.8–2.0% (within-study adjusted), and 2.3–6.9% (adjusted and standardized). Hospitalization or death ranged from 0.6–10.2% (observed), 0.4–5.6% (within-study adjusted), and 1.0–15.6% (adjusted and standardized). Death risk ranged from 0.1–3.1% (observed) and 0.0–0.9% (within-study adjusted).

conclusionsEstimating the risk of hospitalization and death for untreated high-risk COVID-19 patients from the literature is limited by inherent differences in study designs, patient populations, and reporting. Observed risk of hospitalization ranges from 1 to 8%, and the risk of death from 0 to 3%. Understanding the hospitalization risk among untreated patients provides context for the clinical and economic value of current antiviral treatments. This study was sponsored by Pfizer, Inc.

Indexed as

Antiviral AgentsCOVID-19COVID-19 Drug TreatmentHospitalizationLopinavirRitonavirAgedDrug CombinationsFemaleHumansMaleSARS-CoV-2United StatesAntiviral AgentsDrug CombinationsLopinavirlopinavir-ritonavir drug combinationRitonavirClinical effectivenessCOVID-19HospitalizationReal-world dataSARS-CoV-2Systematic reviewUntreated risk

Identifiers

PMID41634606
PMCPMC12958766

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.