Evidence map›Paper›PMID 32730812›Full record

ArticleAmerican journal of kidney diseases : the official journal of the National Kidney Foundation2020

Estimating Shortages in Capacity to Deliver Continuous Kidney Replacement Therapy During the COVID-19 Pandemic in the United States.

Yuvaram N V Reddy, Rochelle P Walensky, Mallika L Mendu, Nathaniel Green, Krishna P Reddy

Abstract read
In one paragraph

Article in American journal of kidney diseases : the official journal of the National Kidney Foundation, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 2 pooled it
–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

13 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Review
  4. Article
  5. Article
  6. Review
  7. Review
  8. The Association of COVID-19 With Acute Kidney Injury Independent of Severity of Illness: A Multicenter Cohort Study.American journal of kidney diseases : the official journal of the National Kidney Foundation · 2021
    Observational
  9. Article
  10. Article
  11. COVID-19: The Kidneys Tell a Tale.American journal of kidney diseases : the official journal of the National Kidney Foundation · 2021
    Article
  12. Article
  13. Review
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

5 authors.

Yuvaram N V ReddyRenal Division, Brigham and Women's Hospital, Boston, MA; Harvard Medical School, Boston, MA; Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, MA; Division of Nephrology, Massachusetts General Hospital, Boston, MA. Electronic address: yreddy@partners.org.
Rochelle P WalenskyHarvard Medical School, Boston, MA; Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, MA; Division of Infectious Diseases, Massachusetts General Hospital, Boston, MA.
Mallika L MenduRenal Division, Brigham and Women's Hospital, Boston, MA; Harvard Medical School, Boston, MA.
Nathaniel GreenAmerican Biomedical Group, Inc, Oklahoma City, OK.
Krishna P ReddyHarvard Medical School, Boston, MA; Medical Practice Evaluation Center, Massachusetts General Hospital, Boston, MA; Division of Pulmonary and Critical Care Medicine, Massachusetts General Hospital, Boston, MA.

Funding

TRAINING PROGRAM IN ACADEMIC NEPHROLOGYT32DK007527 · NIDDK · BRIGHAM AND WOMEN'S HOSPITAL · PI BONVENTRE, JOSEPH VINCENT · 1986 to 2021
$8.8M
NIDDK NIH HHS T32 DK007527
6 · The paper itself

Abstract

RATIONALE &

objectiveDuring the coronavirus disease 2019 (COVID-19) pandemic, New York encountered shortages in continuous kidney replacement therapy (CKRT) capacity for critically ill patients with acute kidney injury stage 3 requiring dialysis. To inform planning for current and future crises, we estimated CKRT demand and capacity during the initial wave of the US COVID-19 pandemic. STUDY

designWe developed mathematical models to project nationwide and statewide CKRT demand and capacity. Data sources included the Institute for Health Metrics and Evaluation model, the Harvard Global Health Institute model, and published literature. SETTING & POPULATION: US patients hospitalized during the initial wave of the COVID-19 pandemic (February 6, 2020, to August 4, 2020).

interventionCKRT. OUTCOMES: CKRT demand and capacity at peak resource use; number of states projected to encounter CKRT shortages. MODEL, PERSPECTIVE, & TIMEFRAME: Health sector perspective with a 6-month time horizon.

resultsUnder base-case model assumptions, there was a nationwide CKRT capacity of 7,032 machines, an estimated shortage of 1,088 (95% uncertainty interval, 910-1,568) machines, and shortages in 6 states at peak resource use. In sensitivity analyses, varying assumptions around: (1) the number of pre-COVID-19 surplus CKRT machines available and (2) the incidence of acute kidney injury stage 3 requiring dialysis requiring CKRT among hospitalized patients with COVID-19 resulted in projected shortages in 3 to 8 states (933-1,282 machines) and 4 to 8 states (945-1,723 machines), respectively. In the best- and worst-case scenarios, there were shortages in 3 and 26 states (614 and 4,540 machines). LIMITATIONS: Parameter estimates are influenced by assumptions made in the absence of published data for CKRT capacity and by the Institute for Health Metrics and Evaluation model's limitations.

conclusionsSeveral US states are projected to encounter CKRT shortages during the COVID-19 pandemic. These findings, although based on limited data for CKRT demand and capacity, suggest there being value during health care crises such as the COVID-19 pandemic in establishing an inpatient kidney replacement therapy national registry and maintaining a national stockpile of CKRT equipment.

Indexed as

Acute Kidney InjuryCivil DefenseCoronavirus InfectionsCritical IllnessPandemicsPneumonia, ViralBetacoronavirusContinuous Renal Replacement TherapyCOVID-19Health Services Needs and DemandHumansIntensive Care UnitsModels, TheoreticalProcedures and Techniques UtilizationRisk AssessmentSARS-CoV-2acute careacute kidney injury (AKI)acute kidney injury stage 3 requiring dialysis (AKI 3D)acute renal failure (ARF)continuous kidney replacement therapy (CKRT)Continuous renal replacement therapy (CRRT)coronavirus disease 2019 (COVID-19)mathematical modelpandemicresource allocationresource shortageshortages

Identifiers

PMID32730812
PMCPMC7385068

What OpenQuestion holds

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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.