Elicit: Standard of Care in Acute Kidney Injury (public)
What is the standard of care for acute kidney injury?
Acute kidney injury standard care includes delayed rather than preemptive renal replacement therapy initiation, standard dosing targets, modality selection based on patient hemodynamics and resources, and care bundles with early nephrology consultation.
Abstract
Acute kidney injury care relies on initiating renal replacement therapy (RRT) only when conventional indications are present rather than preemptively. Large randomized trials and meta-analyses note that early or accelerated initiation does not reduce 90‐day mortality and may lead to more adverse events, as many patients in delayed arms avoid RRT altogether. Standard dosing targets provide outcomes similar to intensified regimens, and modality choice—whether continuous therapies, intermittent hemodialysis, or peritoneal dialysis—is guided by patient hemodynamic status, local expertise, and resource availability (with peritoneal dialysis endorsed by the International Society for Peritoneal Dialysis). Additionally, care bundles aligned with best practice guidelines and early nephrology involvement improve process measures such as AKI recognition and documentation, with some studies reporting reductions in progression and rehospitalization.
Methods
We analyzed 40 sources from an initial pool of 1000, using 8 screening criteria. Each paper was reviewed for 6 key aspects that mattered most to the research question. More on methods
Papers identified with Elicit search
n = 1000
Papers screened using: AKI Population, Standard Care Interventions, Clinical Outcomes, Study Design, Population and Setting, Treatment Focus, Primary AKI Focus, Human Studies
n = 1000
Papers screened out
n = 960
Papers included for extraction
n = 40
Paper search
Using your research question “What is the standard of care for acute kidney injury?”, we searched across over 126 million academic papers from the Semantic Scholar corpus. We retrieved the 1000 papers most relevant to the query.
Screening
We screened in sources based on their abstracts that met these criteria:
- AKI Population: Does the study include patients diagnosed with acute kidney injury (AKI) as defined by established criteria (KDIGO, RIFLE, or AKIN)?
- Standard Care Interventions: Does the study examine therapeutic interventions, management strategies, or treatment protocols that are considered standard care for AKI (excluding experimental treatments not in established practice)?
- Clinical Outcomes: Does the study report clinical outcomes such as renal recovery, mortality, dialysis requirement, length of stay, or complications?
- Study Design: Is the study a randomized controlled trial, observational study (cohort, case-control), clinical practice guideline, systematic review, or meta-analysis?
- Population and Setting: Does the study include adult patients (≥18 years) in hospital or clinical settings?
- Treatment Focus: Does the study focus on treatment of established AKI rather than solely on prevention strategies?
- Primary AKI Focus: Does the study have AKI management as a primary focus rather than examining AKI only as a secondary outcome?
- Human Studies: Is this a human study (not in vitro or animal research)?
We considered all screening questions together and made a holistic judgement about whether to screen in each paper.
Data extraction
We asked a large language model to extract each data column below from each paper. We gave the model the extraction instructions shown below for each column.
Study Design: Specify the exact type of study design (e.g., randomized controlled trial, prospective cohort, retrospective cohort).
Look in the methods section for explicit description of study design
If multiple design elements are present, list all relevant characteristics
If design is not clearly stated, write “Not clearly reported”
Setting and Context: Describe the specific healthcare setting where the study was conducted.
Identify location (country, specific type of healthcare facility)
Note any unique contextual features that might impact acute kidney injury (AKI) management
If multiple settings were involved, list all
If setting is not clearly described, write “Not reported”
Include timeframe of data collection if mentioned
Participant Population: Describe the key characteristics of study participants:
Total number of participants
Inclusion criteria for AKI
Severity of AKI (using standard staging criteria)
Mean/median age
Gender distribution
Key comorbidities
Use percentages or absolute numbers where possible
If any characteristic is not reported, write “Not reported”
Intervention Details: Describe the specific intervention for AKI management:
Detailed components of the intervention
Who delivered the intervention
Frequency and duration of intervention
Any multidisciplinary team components
Specific protocols or care bundles used
If no specific intervention, note “Standard care” or “Control group”
Primary Outcomes: List all primary outcomes measured:
Specify exact outcome measures
Include statistical results (means, percentages, p-values)
Note measurement time points
Include units of measurement
If outcomes are not clearly defined, write “Not clearly reported”
Risk of Bias Assessment: Assess potential sources of bias:
Randomization method (for RCTs)
Blinding procedures
Loss to follow-up rates
Potential conflicts of interest
Funding sources
Use standard risk of bias tools if referenced
Categorize bias as low, unclear, or high risk
Provide brief justification for each assessment
Results
Characteristics of Included Studies
| Study | Study Focus | Population | Intervention/Topic | Key Outcomes Measured | Full Text Retrieved |
|---|---|---|---|---|---|
| Sohaney et al., 2020 | Timing of Kidney Replacement Therapy (KRT) initiation in Acute Kidney Injury (AKI) | 3,019 critically ill adults with Kidney Disease: Improving Global Outcomes (KDIGO) stage 2/3 AKI | Accelerated vs. standard KRT initiation | 90-day mortality, KRT dependence, adverse events | No |
| Kolhe et al., 2015 | AKI care bundle implementation | 2,297 patients, 2,500 AKI episodes | AKI care bundle with electronic alert | In-hospital case fatality, AKI progression | Yes |
| Aitken et al., 2013 | Quality of AKI care | 1,577 hospital admissions | Standard care | Mortality, AKI recognition, documentation | No |
| Landoni et al., 2013 | Interventions affecting AKI mortality | >300 physicians (survey); literature review | Systematic review and survey | Mortality, intervention-practice gap | No |
| STARRT-AKI Investigators, 2020 | Timing of Renal Replacement Therapy (RRT) in severe AKI | 3,019 Intensive Care Unit (ICU) patients with KDIGO stage 2/3 AKI | Accelerated vs. standard RRT | 90-day mortality, RRT dependence, adverse events | Yes |
| Kolhe et al., 2016 | AKI care bundle compliance | 3,518 patients, 3,717 AKI episodes | AKI care bundle (fluid, drugs, nephrotoxins) | In-hospital case fatality, AKI progression | No |
| Thanapongsatorn et al., 2021 | Multidisciplinary post-AKI care | 98 AKI stage 2-3 survivors | Multidisciplinary Care Team (MDCT) post-AKI care vs. standard | Feasibility, estimated Glomerular Filtration Rate (eGFR), albuminuria, Blood Pressure (BP) control | Yes |
| Graham-Brown et al., 2024 | National audit of AKI care | 989 AKI stage 2/3 episodes | Standard care | 30-day mortality, care standard completion | No |
| Jeong et al., 2021 | Timing of RRT in ICU AKI | No mention found | Early vs. delayed RRT | Survival, RRT dependence | No |
| Wang et al., 2017 | RRT intensity and renal recovery | 3,682 ICU AKI patients | High vs. standard RRT intensity | Mortality, RRT dependence | No |
Intervention/Focus:
- 15 studies focused on the timing of kidney or renal replacement therapy initiation (including early, late, standard, or accelerated strategies).
- 4 studies evaluated renal replacement therapy or kidney replacement therapy intensity or dose.
- 5 studies assessed care bundles, including electronic alerts, compliance, outreach, or meta-analyses.
- 3 studies examined post-acute kidney injury follow-up, multidisciplinary care, or acute kidney injury clinics.
- 4 studies focused on standard care as the main intervention or comparator.
- 1 study evaluated restrictive fluid management.
- 1 study assessed early nephrology consult.
- 2 studies focused on peritoneal dialysis in acute kidney injury.
- 4 studies addressed other interventions, including goal-directed therapy, renal replacement therapy modality/fluid balance, algorithm for renal replacement therapy initiation, or practice variation.
- 1 study was a guideline, review, or survey not otherwise categorized.
Key Outcomes Measured:
- Mortality was measured in 32 studies.
- Renal replacement therapy, kidney replacement therapy, or dialysis dependence was measured in 6 studies.
- Acute kidney injury progression was measured in 3 studies.
- Renal or kidney recovery, estimated glomerular filtration rate, or albuminuria were measured in 5 studies.
- Adverse events or complications were measured in 3 studies.
- Hospitalization or rehospitalization/death was measured in 1 study.
- Major adverse kidney events were measured in 2 studies.
- Protocol adherence, compliance, or care standard completion were measured in 3 studies.
- Acute kidney injury incidence, recognition, or documentation were measured in 3 studies.
- Fluid balance, blood pressure control, or medication use were measured in 3 studies.
- Serum creatinine or peak serum creatinine was measured in 2 studies.
- Renal replacement therapy need was measured in 4 studies.
- Renal replacement therapy-free days were measured in 1 study.
- Outcomes not clearly specified were found in 1 study.
- Chronic kidney disease progression was measured in 1 study.
- Intervention-practice gap was measured in 1 study.
- Feasibility was measured in 1 study.
We did not find outcome information for one study (Griffin, 2023), and for some studies, not all outcomes were clearly specified.
Summary
The included studies reported that the standard of care for acute kidney injury includes:
- Initiation of renal replacement therapy for conventional indications, not preemptively, in critically ill acute kidney injury.
- Use of standard renal replacement therapy dosing targets; higher intensity did not improve outcomes in the studies reviewed.
- Modality selection based on patient context, with peritoneal dialysis as a viable option according to International Society for Peritoneal Dialysis guidelines.
- Implementation of care bundles and early nephrology involvement, which improved process measures and may reduce adverse outcomes, though high-quality randomized controlled trial evidence was limited.
- Ongoing quality improvement efforts are needed to address persistent gaps in acute kidney injury recognition and management, as reported in national audits and registry studies.
The evidence was strongest for renal replacement therapy timing and dosing, with multiple large randomized controlled trials and meta-analyses. Evidence for care bundles and early nephrology involvement was promising but less robust, often limited by study design and implementation context. Real-world audits revealed substantial variability in care quality, underscoring the need for system-level interventions.