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4
Pathophys.
7
Phenotypes
5
Genes
4
Treatments
4
Subtypes
1
Trials
1
Deep Research

Subtypes

4
Sepsis-Associated AKI
AKI developing as a complication of sepsis in hospitalized patients, driven by systemic inflammation, microvascular dysfunction, and tubular cell injury.
Nephrotoxic AKI
AKI caused by exposure to nephrotoxic agents including aminoglycosides, contrast media, NSAIDs, and vancomycin during hospitalization.
Postoperative AKI
AKI developing after major surgery, particularly cardiac, vascular, or abdominal procedures, due to perioperative hemodynamic instability and ischemia.
Contrast-Induced AKI
AKI following intra-arterial or intravenous administration of iodinated contrast media for diagnostic or interventional procedures.

Pathophysiology

4
Ischemic Tubular Injury
Renal hypoperfusion from sepsis, major surgery, or hemodynamic instability causes ischemia-reperfusion injury to tubular epithelial cells, leading to acute tubular necrosis (ATN), the most common cause of hospital-acquired AKI. Tubular cell death occurs through regulated necrosis pathways including necroptosis and ferroptosis, with subsequent release of cytosolic components that amplify inflammation.
Proximal Tubular Epithelial Cell link Peritubular Capillary Endothelial Cell link
Ischemic Response link Programmed Necrotic Cell Death link Apoptotic Process link
Proximal Tubule link Renal Tubule link
Show evidence (2 references)
PMID:31005270 SUPPORT Model Organism
"Tubular cell death by necrosis and apoptosis is a central feature of renal IRI. Recent research has challenged traditional views of cell death by identifying new pathways in which cells die in a regulated manner but with the morphologic features of necrosis."
Demonstrates that regulated necrosis (necroptosis and ferroptosis) alongside apoptosis are central mechanisms of tubular injury in renal ischemia-reperfusion.
PMID:25057935 SUPPORT Human Clinical
"Acute kidney injury (AKI) represents 18-47% of all causes of hospital-acquired AKI and it is associated with a high incidence of morbidity and mortality especially in patients requiring dialysis."
Postoperative AKI is a major contributor to hospital-acquired AKI, confirming ischemic tubular injury as a predominant mechanism.
Nephrotoxic Injury
Exposure to nephrotoxic agents such as aminoglycosides, contrast media, NSAIDs, and vancomycin causes direct tubular cell damage and apoptosis, contributing to a significant proportion of hospital-acquired AKI cases. Contrast-induced AKI is the third leading cause of hospital-acquired AKI.
Proximal Tubular Epithelial Cell link
Apoptotic Process link Response to Oxidative Stress link
Proximal Tubule link
Show evidence (2 references)
PMID:29802583 SUPPORT Human Clinical
"Contrast-induced acute kidney injury (CI-AKI) is the third leading cause of hospital-acquired acute kidney injury."
Confirms that contrast media nephrotoxicity is a major contributor to hospital-acquired AKI.
PMID:34537763 SUPPORT Human Clinical
"In the HA-AKI group, the proportion of patients with prior use of drugs with possible nephrotoxicity was higher than that of patients with prior use of drugs with identified nephrotoxicity (p < 0.05)."
Demonstrates that nephrotoxic drug exposure is a key risk factor for hospital-acquired AKI in older patients.
Sepsis-Associated AKI
Systemic inflammation during sepsis triggers a complex interplay of microvascular dysfunction, inflammatory mediator release, and tubular cell injury through both ischemic and non-ischemic pathways. Recent evidence shows renal blood flow may be normal or increased in early sepsis-AKI, suggesting microvascular and inflammatory mechanisms predominate over global hypoperfusion.
Glomerular Endothelial Cell link Kidney Resident Macrophage link Proximal Tubular Epithelial Cell link
Inflammatory Response link Cell Death link
Renal Glomerulus link Kidney Vasculature link
Show evidence (3 references)
PMID:29273917 SUPPORT Human Clinical
"increasing importance is now attributed to kidney damage resulting from a complex interaction between immunologic mechanisms, inflammatory cascade activation, and deranged coagulation pathways, leading to microvascular dysfunction, endothelial damage, leukocyte/platelet activation with the..."
Describes the multifactorial pathogenesis of sepsis-associated AKI involving inflammation, coagulation, microvascular dysfunction, and tubular injury.
PMID:33494815 SUPPORT Human Clinical
"Up to 60% of patients with sepsis develop acute kidney injury (AKI), which is associated with a poor clinical outcome."
Documents the high incidence of AKI in sepsis patients and its association with poor outcomes, supporting sepsis as a major driver of hospital-acquired AKI.
PMID:25845505 SUPPORT Model Organism
"Sepsis-induced AKI is diagnosed in up to 47% of human ICU patients and is seen as a major public health concern associated with increased mortality and increased progression to chronic kidney disease (CKD)."
Review published in a veterinary journal synthesizing human data on sepsis-induced AKI prevalence in ICU patients.
Mitochondrial Dysfunction
Mitochondrial damage and reduced mitochondrial mass in renal tubular epithelial cells contribute to the pathogenesis of AKI, particularly in sepsis-associated cases. Oxidative DNA damage and impaired mitochondrial quality control pathways exacerbate tubular injury.
Proximal Tubular Epithelial Cell link
Response to Oxidative Stress link
Show evidence (2 references)
PMID:33494815 SUPPORT Human Clinical
"Compared to control subjects, sepsis-AKI patients had upregulated mRNA expression of oxidative damage markers, excess mitochondrial DNA damage and lower mitochondrial mass."
Demonstrates that mitochondrial DNA damage and reduced mitochondrial mass are present in the kidneys of sepsis-AKI patients.
PMID:26924060 SUPPORT Model Organism
"Damaged mitochondria accumulate in autophagy-deficient kidneys of mice subjected to ischemia-reperfusion injury, but the precise mechanisms of regulation of mitophagy in AKI are not yet elucidated."
Demonstrates that impaired mitophagy leads to accumulation of damaged mitochondria in AKI, supporting mitochondrial dysfunction as a key pathogenic mechanism.

Phenotypes

7
Genitourinary 2
Oliguria Oliguria (HP:0100520)
Show evidence (1 reference)
PMID:35685550 SUPPORT Human Clinical
"HA-AKI was defined using the Kidney Disease Improving Global Outcomes (KDIGO) criteria."
KDIGO criteria for AKI staging include oliguria as a key diagnostic feature alongside serum creatinine elevation.
Proteinuria Proteinuria (HP:0000093)
Show evidence (1 reference)
PMID:28927644 SUPPORT Human Clinical
"AKI is a risk factor for incident or worsening proteinuria, suggesting a possible mechanism linking AKI and future CKD."
Large Veterans cohort study demonstrates that AKI causes new-onset or worsening proteinuria, with odds ratios of 1.20-1.39 across months of follow-up, and higher odds with more severe AKI stages.
Metabolism 5
Elevated Serum Creatinine Elevated circulating creatinine concentration (HP:0003259)
Show evidence (1 reference)
PMID:26231194 SUPPORT Human Clinical
"AKI was defined and staged according to Kidney Disease Improving Global Outcomes criteria."
AKI diagnosis relies on serum creatinine elevation according to standardized KDIGO criteria.
Metabolic Acidosis Metabolic acidosis (HP:0001942)
Show evidence (1 reference)
PMID:32397637 SUPPORT Human Clinical
"Established and widely accepted indications for starting RRT include refractory fluid overload, severe hyperkalemia and metabolic acidosis refractory to medical therapy"
Metabolic acidosis is a recognized complication of severe AKI requiring renal replacement therapy.
Hyperkalemia Hyperkalemia (HP:0002153)
Show evidence (1 reference)
PMID:32397637 SUPPORT Human Clinical
"Established and widely accepted indications for starting RRT include refractory fluid overload, severe hyperkalemia and metabolic acidosis refractory to medical therapy"
Hyperkalemia is a life-threatening complication of AKI and one of the established indications for initiating RRT.
Fluid Overload Edema (HP:0000969)
Show evidence (1 reference)
PMID:32397637 SUPPORT Human Clinical
"Established and widely accepted indications for starting RRT include refractory fluid overload, severe hyperkalemia and metabolic acidosis refractory to medical therapy"
Refractory fluid overload is a recognized complication of AKI and an indication for initiating renal replacement therapy.
Azotemia Azotemia (HP:0002157)
Show evidence (1 reference)
PMID:32397637 SUPPORT Human Clinical
"Acute complications related to AKI are diverse and depend on the severity of the insult."
Azotemia (accumulation of nitrogenous wastes) is a core feature of AKI driving uremic complications.
🧬

Genetic Associations

5
FTO (Associated)
Show evidence (1 reference)
PMID:38797326 SUPPORT Computational
"Two novel loci reached genome-wide significance in the meta-analysis: rs11642015 near the FTO locus on chromosome 16 (obesity traits) (odds ratio 1.07 (95% confidence interval, 1.05-1.09))"
GWAS of 54,488 AKI patients identified FTO locus as significantly associated with AKI susceptibility, though the effect was attenuated after adjustment for BMI and diabetes.
SHROOM3 (Associated)
Show evidence (1 reference)
PMID:38797326 SUPPORT Computational
"rs4859682 near the SHROOM3 locus on chromosome 4 (glomerular filtration barrier integrity) (odds ratio 0.95 (95% confidence interval, 0.93-0.96))."
SHROOM3 locus reached genome-wide significance as a protective factor against AKI, with colocalization to previous kidney function studies.
APOE (Associated)
Show evidence (1 reference)
PMID:19443624 SUPPORT Human Clinical
"Only one polymorphism, APO E e2/e3/e4, had greater than one study showing a significant impact (P < 0.05) on AKI incidence."
Systematic review of 16 AKI genetic studies found APOE as the only replicated genetic association across multiple studies.
NR5A2 (Associated)
Show evidence (1 reference)
PMID:39636799 PARTIAL Computational
"rs184516290 (chr1:199814965:G:A), near the NR5A2 gene, chr1:199805801:T:TA, also near the NR5A2 gene, and rs117313146 (chr15:31999784:G:C), near the CHRNA7 gene, were associated with S-AKI at the suggestive level in all three models presented."
NR5A2 variants showed consistent suggestive association with sepsis-AKI but did not reach genome-wide significance threshold.
CHRNA7 (Associated)
Show evidence (1 reference)
PMID:39636799 PARTIAL Computational
"rs184516290 (chr1:199814965:G:A), near the NR5A2 gene, chr1:199805801:T:TA, also near the NR5A2 gene, and rs117313146 (chr15:31999784:G:C), near the CHRNA7 gene, were associated with S-AKI at the suggestive level in all three models presented."
CHRNA7 variant showed consistent suggestive association with sepsis-AKI across three models but did not reach genome-wide significance.
💊

Treatments

4
Fluid Resuscitation
Action: fluid replacement therapy MAXO:0000618
Intravenous fluid administration to restore renal perfusion in prerenal or ischemic AKI. Isotonic saline or balanced crystalloid solutions are the mainstay of volume expansion.
Show evidence (1 reference)
PMID:29802583 SUPPORT Human Clinical
"The intravenous administration of moderate amounts of isotonic saline solution or bicarbonate solution still represents the principal intervention with documented and acceptable effectiveness for CI-AKI prevention."
Volume expansion with isotonic fluids is the most established preventive and therapeutic measure for AKI.
Nephrotoxin Avoidance
Action: nephrotoxin avoidance Ontology label: chemical exposure avoidance MAXO:0000071
Identification and discontinuation of nephrotoxic medications to prevent further tubular injury. Includes medication review using electronic alert systems and AKI care bundles.
Show evidence (2 references)
PMID:29188454 SUPPORT Human Clinical
"This review found that e-alerts have varying effects on mortality and AKI progression, but decrease the incidence of contrast-induced AKI. The use of AKI bundles delivers statistically significant improvements in mortality and AKI progression."
Electronic alerts and AKI bundles that include nephrotoxin avoidance improve outcomes in hospital-acquired AKI.
PMID:34537763 SUPPORT Human Clinical
"With the increase in the number of patients with continued use of drugs with possible nephrotoxicity after HA-AKI, the clinical outcomes showed a tendency to worsen (p < 0.001)."
Continued nephrotoxic drug exposure after AKI onset worsens outcomes, supporting nephrotoxin avoidance as a key intervention.
Renal Replacement Therapy
Action: renal replacement therapy MAXO:0000600
Initiation of dialysis (intermittent hemodialysis or continuous renal replacement therapy) for severe AKI with refractory fluid overload, hyperkalemia, or uremia. The optimal timing of RRT initiation remains an area of active investigation.
Show evidence (1 reference)
PMID:32397637 SUPPORT Human Clinical
"No specific treatment has been defined yet, and renal replacement therapy (RRT) remains the cornerstone supportive therapy for the most severe cases."
RRT is the primary supportive therapy for severe sepsis-associated AKI, though optimal timing of initiation remains debated.
AKI Care Bundles
Action: supportive care MAXO:0000950
Standardized care bundles including fluid optimization, medication review, monitoring, and nephrology referral to improve early detection and management of hospital-acquired AKI.
Show evidence (1 reference)
PMID:29188454 SUPPORT Human Clinical
"Overall, a combination of e-alerts and AKI bundles supported by education yielded the most effective and statistically significant results."
Multicomponent AKI care bundles combining electronic alerts, standardized protocols, and education provide the most effective improvements in AKI outcomes.
🌍

Environmental Factors

4
Nephrotoxic Drug Exposure
healthcare facility link
Exposure to nephrotoxic medications during hospitalization including aminoglycosides, vancomycin, NSAIDs, and ACE inhibitors is a major modifiable risk factor for hospital-acquired AKI.
Show evidence (2 references)
PMID:34537763 SUPPORT Human Clinical
"Nephrotoxic drug exposure and HA-AKI incidence were associated with an increased in-hospital mortality risk."
Nephrotoxic drug exposure is independently associated with both HA-AKI incidence and mortality.
PMID:26231194 SUPPORT Human Clinical
"About 40% of AKI cases were possibly drug-related and 16% may have been induced by Chinese traditional medicines or remedies."
Drug-related causes account for a large proportion of hospital-acquired AKI cases.
Contrast Media Exposure
healthcare facility link
Intra-arterial or intravenous administration of iodinated contrast media for diagnostic or interventional procedures is a well-established cause of hospital-acquired AKI.
Show evidence (1 reference)
PMID:29802583 SUPPORT Human Clinical
"Pre-existing CKD, intra-arterial administration and CM volume are the most important risk factors for CI-AKI."
Identifies key risk factors for contrast-induced AKI, establishing contrast media as a significant cause of hospital-acquired AKI.
Sepsis
intensive care unit link
Sepsis is the leading cause of AKI in critically ill hospitalized patients, with up to 60% of sepsis patients developing AKI.
Show evidence (1 reference)
PMID:33494815 SUPPORT Human Clinical
"Up to 60% of patients with sepsis develop acute kidney injury (AKI), which is associated with a poor clinical outcome."
Establishes sepsis as a major environmental trigger for hospital-acquired AKI in critically ill patients.
Major Surgery
healthcare facility link
Major surgical procedures, particularly cardiac and vascular surgery, are associated with perioperative hemodynamic instability and ischemia-reperfusion injury leading to AKI.
Show evidence (1 reference)
PMID:25057935 SUPPORT Human Clinical
"Multi-hit mechanisms (ischemia, inflammation, toxins) co-act on patients' predisposition (susceptibility)."
Describes the multi-hit model of postoperative AKI involving ischemia, inflammation, and nephrotoxins.
🔬

Clinical Trials

1
NCT02568722 PHASE_III COMPLETED
STARRT-AKI trial: multinational randomized controlled trial comparing accelerated versus standard initiation of renal-replacement therapy in critically ill patients with severe AKI. The accelerated strategy initiated RRT within 12 hours of eligibility versus a standard strategy where RRT was discouraged unless conventional indications developed or AKI persisted >72 hours. Found no mortality benefit with accelerated initiation and higher adverse event rates.
Target Phenotypes: Acute kidney injury Oliguria
Show evidence (1 reference)
PMID:32668114 SUPPORT Human Clinical
"Among critically ill patients with acute kidney injury, an accelerated renal-replacement strategy was not associated with a lower risk of death at 90 days than a standard strategy."
This landmark trial of 2927 critically ill AKI patients demonstrated no mortality benefit of accelerated vs standard RRT initiation, with 43.9% vs 43.7% 90-day mortality respectively.
{ }

Source YAML

click to show
name: Hospital-Acquired Acute Kidney Injury
creation_date: "2026-03-09T12:00:00Z"
updated_date: "2026-04-14T20:40:00Z"
category: Complex
parents:
- Renal Disease
disease_term:
  preferred_term: hospital-acquired acute kidney injury
  term:
    id: MONDO:0002492
    label: acute kidney injury
description: >
  Hospital-acquired acute kidney injury (HA-AKI) is a common and serious
  clinical syndrome defined as AKI developing after hospital admission,
  typically diagnosed using KDIGO serum creatinine and urine output criteria.
  It represents a convergent endpoint arising from overlapping inpatient insults
  including sepsis, nephrotoxic drug exposure, perioperative hemodynamic
  instability, and contrast media administration. HA-AKI affects 10-25% of
  hospitalized patients overall and up to 50-60% of ICU patients, with
  in-hospital mortality rates of 30-45% for ICU-acquired cases. Despite
  advances in recognition and supportive care, effective preventive and
  therapeutic strategies remain limited, and HA-AKI is an independent risk
  factor for progression to chronic kidney disease.
has_subtypes:
- name: Sepsis-Associated AKI
  description: >
    AKI developing as a complication of sepsis in hospitalized patients,
    driven by systemic inflammation, microvascular dysfunction, and tubular cell injury.
- name: Nephrotoxic AKI
  description: >
    AKI caused by exposure to nephrotoxic agents including aminoglycosides,
    contrast media, NSAIDs, and vancomycin during hospitalization.
- name: Postoperative AKI
  description: >
    AKI developing after major surgery, particularly cardiac, vascular, or
    abdominal procedures, due to perioperative hemodynamic instability and ischemia.
- name: Contrast-Induced AKI
  description: >
    AKI following intra-arterial or intravenous administration of iodinated
    contrast media for diagnostic or interventional procedures.
pathophysiology:
- name: Ischemic Tubular Injury
  description: >
    Renal hypoperfusion from sepsis, major surgery, or hemodynamic instability
    causes ischemia-reperfusion injury to tubular epithelial cells, leading to
    acute tubular necrosis (ATN), the most common cause of hospital-acquired AKI.
    Tubular cell death occurs through regulated necrosis pathways including
    necroptosis and ferroptosis, with subsequent release of cytosolic components
    that amplify inflammation.
  locations:
  - preferred_term: Proximal Tubule
    term:
      id: UBERON:0004134
      label: proximal tubule
  - preferred_term: Renal Tubule
    term:
      id: UBERON:0009773
      label: renal tubule
  cell_types:
  - preferred_term: Proximal Tubular Epithelial Cell
    term:
      id: CL:0002306
      label: epithelial cell of proximal tubule
  - preferred_term: Peritubular Capillary Endothelial Cell
    term:
      id: CL:1001033
      label: peritubular capillary endothelial cell
  biological_processes:
  - preferred_term: Ischemic Response
    term:
      id: GO:0002931
      label: response to ischemia
  - preferred_term: Programmed Necrotic Cell Death
    term:
      id: GO:0097300
      label: programmed necrotic cell death
  - preferred_term: Apoptotic Process
    term:
      id: GO:0006915
      label: apoptotic process
  evidence:
  - reference: PMID:31005270
    reference_title: "Regulated necrosis in kidney ischemia-reperfusion injury."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "Tubular cell death by necrosis and apoptosis is a central feature of renal IRI. Recent research has challenged traditional views of cell death by identifying new pathways in which cells die in a regulated manner but with the morphologic features of necrosis."
    explanation: Demonstrates that regulated necrosis (necroptosis and ferroptosis) alongside apoptosis are central mechanisms of tubular injury in renal ischemia-reperfusion.
  - reference: PMID:25057935
    reference_title: "Postoperative acute kidney injury."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Acute kidney injury (AKI) represents 18-47% of all causes of hospital-acquired AKI and it is associated with a high incidence of morbidity and mortality especially in patients requiring dialysis."
    explanation: Postoperative AKI is a major contributor to hospital-acquired AKI, confirming ischemic tubular injury as a predominant mechanism.
- name: Nephrotoxic Injury
  description: >
    Exposure to nephrotoxic agents such as aminoglycosides, contrast media,
    NSAIDs, and vancomycin causes direct tubular cell damage and apoptosis,
    contributing to a significant proportion of hospital-acquired AKI cases.
    Contrast-induced AKI is the third leading cause of hospital-acquired AKI.
  locations:
  - preferred_term: Proximal Tubule
    term:
      id: UBERON:0004134
      label: proximal tubule
  cell_types:
  - preferred_term: Proximal Tubular Epithelial Cell
    term:
      id: CL:0002306
      label: epithelial cell of proximal tubule
  biological_processes:
  - preferred_term: Apoptotic Process
    term:
      id: GO:0006915
      label: apoptotic process
  - preferred_term: Response to Oxidative Stress
    term:
      id: GO:0006979
      label: response to oxidative stress
  evidence:
  - reference: PMID:29802583
    reference_title: "Contrast medium induced acute kidney injury: a narrative review."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Contrast-induced acute kidney injury (CI-AKI) is the third leading cause of hospital-acquired acute kidney injury."
    explanation: Confirms that contrast media nephrotoxicity is a major contributor to hospital-acquired AKI.
  - reference: PMID:34537763
    reference_title: "Hospital-Acquired Acute Kidney Injury in Older Patients: Clinical Characteristics and Drug Analysis."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "In the HA-AKI group, the proportion of patients with prior use of drugs with possible nephrotoxicity was higher than that of patients with prior use of drugs with identified nephrotoxicity (p < 0.05)."
    explanation: Demonstrates that nephrotoxic drug exposure is a key risk factor for hospital-acquired AKI in older patients.
- name: Sepsis-Associated AKI
  description: >
    Systemic inflammation during sepsis triggers a complex interplay of
    microvascular dysfunction, inflammatory mediator release, and tubular
    cell injury through both ischemic and non-ischemic pathways. Recent evidence
    shows renal blood flow may be normal or increased in early sepsis-AKI,
    suggesting microvascular and inflammatory mechanisms predominate over
    global hypoperfusion.
  locations:
  - preferred_term: Renal Glomerulus
    term:
      id: UBERON:0000074
      label: renal glomerulus
  - preferred_term: Kidney Vasculature
    term:
      id: UBERON:0006544
      label: kidney vasculature
  cell_types:
  - preferred_term: Glomerular Endothelial Cell
    term:
      id: CL:0002188
      label: glomerular endothelial cell
  - preferred_term: Kidney Resident Macrophage
    term:
      id: CL:1000698
      label: kidney resident macrophage
  - preferred_term: Proximal Tubular Epithelial Cell
    term:
      id: CL:0002306
      label: epithelial cell of proximal tubule
  biological_processes:
  - preferred_term: Inflammatory Response
    term:
      id: GO:0006954
      label: inflammatory response
  - preferred_term: Cell Death
    term:
      id: GO:0008219
      label: cell death
  evidence:
  - reference: PMID:29273917
    reference_title: "Recent advances in the pathogenetic mechanisms of sepsis-associated acute kidney injury."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "increasing importance is now attributed to kidney damage resulting from a complex interaction between immunologic mechanisms, inflammatory cascade activation, and deranged coagulation pathways, leading to microvascular dysfunction, endothelial damage, leukocyte/platelet activation with the formation of micro-thrombi, epithelial tubular cell injury and dysfunction."
    explanation: Describes the multifactorial pathogenesis of sepsis-associated AKI involving inflammation, coagulation, microvascular dysfunction, and tubular injury.
  - reference: PMID:33494815
    reference_title: "Sepsis is associated with mitochondrial DNA damage and a reduced mitochondrial mass in the kidney of patients with sepsis-AKI."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Up to 60% of patients with sepsis develop acute kidney injury (AKI), which is associated with a poor clinical outcome."
    explanation: Documents the high incidence of AKI in sepsis patients and its association with poor outcomes, supporting sepsis as a major driver of hospital-acquired AKI.
  - reference: PMID:25845505
    reference_title: "Acute kidney injury in severe sepsis: pathophysiology, diagnosis, and treatment recommendations."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "Sepsis-induced AKI is diagnosed in up to 47% of human ICU patients and is seen as a major public health concern associated with increased mortality and increased progression to chronic kidney disease (CKD)."
    explanation: Review published in a veterinary journal synthesizing human data on sepsis-induced AKI prevalence in ICU patients.
- name: Mitochondrial Dysfunction
  description: >
    Mitochondrial damage and reduced mitochondrial mass in renal tubular
    epithelial cells contribute to the pathogenesis of AKI, particularly in
    sepsis-associated cases. Oxidative DNA damage and impaired mitochondrial
    quality control pathways exacerbate tubular injury.
  cell_types:
  - preferred_term: Proximal Tubular Epithelial Cell
    term:
      id: CL:0002306
      label: epithelial cell of proximal tubule
  biological_processes:
  - preferred_term: Response to Oxidative Stress
    term:
      id: GO:0006979
      label: response to oxidative stress
  evidence:
  - reference: PMID:33494815
    reference_title: "Sepsis is associated with mitochondrial DNA damage and a reduced mitochondrial mass in the kidney of patients with sepsis-AKI."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Compared to control subjects, sepsis-AKI patients had upregulated mRNA expression of oxidative damage markers, excess mitochondrial DNA damage and lower mitochondrial mass."
    explanation: Demonstrates that mitochondrial DNA damage and reduced mitochondrial mass are present in the kidneys of sepsis-AKI patients.
  - reference: PMID:26924060
    reference_title: "Autophagy in acute kidney injury."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "Damaged mitochondria accumulate in autophagy-deficient kidneys of mice subjected to ischemia-reperfusion injury, but the precise mechanisms of regulation of mitophagy in AKI are not yet elucidated."
    explanation: Demonstrates that impaired mitophagy leads to accumulation of damaged mitochondria in AKI, supporting mitochondrial dysfunction as a key pathogenic mechanism.
phenotypes:
- category: Genitourinary
  name: Oliguria
  description: Reduced urine output below 0.5 mL/kg/hr, a hallmark clinical feature of AKI used in KDIGO staging criteria.
  phenotype_term:
    preferred_term: Oliguria
    term:
      id: HP:0100520
      label: Oliguria
  evidence:
  - reference: PMID:35685550
    reference_title: "Hospital-Acquired Acute Kidney Injury in Noncritical Care Setting: Clinical Characteristics and Outcomes."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "HA-AKI was defined using the Kidney Disease Improving Global Outcomes (KDIGO) criteria."
    explanation: KDIGO criteria for AKI staging include oliguria as a key diagnostic feature alongside serum creatinine elevation.
- category: Genitourinary
  name: Elevated Serum Creatinine
  description: >
    Rise in serum creatinine of ≥0.3 mg/dL within 48 hours or ≥1.5 times
    baseline within 7 days, per KDIGO criteria. The defining biochemical
    hallmark of AKI.
  phenotype_term:
    preferred_term: Elevated Serum Creatinine
    term:
      id: HP:0003259
      label: Elevated circulating creatinine concentration
  evidence:
  - reference: PMID:26231194
    reference_title: "Epidemiology and Clinical Correlates of AKI in Chinese Hospitalized Adults."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "AKI was defined and staged according to Kidney Disease Improving Global Outcomes criteria."
    explanation: AKI diagnosis relies on serum creatinine elevation according to standardized KDIGO criteria.
- category: Metabolism
  name: Metabolic Acidosis
  description: >
    Impaired renal acid excretion leads to accumulation of metabolic acids
    and decreased serum bicarbonate.
  phenotype_term:
    preferred_term: Metabolic Acidosis
    term:
      id: HP:0001942
      label: Metabolic acidosis
  evidence:
  - reference: PMID:32397637
    reference_title: "Timing of Initiation of Renal Replacement Therapy in Sepsis-Associated Acute Kidney Injury."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Established and widely accepted indications for starting RRT include refractory fluid overload, severe hyperkalemia and metabolic acidosis refractory to medical therapy"
    explanation: Metabolic acidosis is a recognized complication of severe AKI requiring renal replacement therapy.
- category: Metabolism
  name: Hyperkalemia
  description: >
    Elevated serum potassium due to decreased renal excretion, posing risk
    of cardiac arrhythmias and a key indication for renal replacement therapy.
  phenotype_term:
    preferred_term: Hyperkalemia
    term:
      id: HP:0002153
      label: Hyperkalemia
  evidence:
  - reference: PMID:32397637
    reference_title: "Timing of Initiation of Renal Replacement Therapy in Sepsis-Associated Acute Kidney Injury."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Established and widely accepted indications for starting RRT include refractory fluid overload, severe hyperkalemia and metabolic acidosis refractory to medical therapy"
    explanation: Hyperkalemia is a life-threatening complication of AKI and one of the established indications for initiating RRT.
- category: Genitourinary
  name: Fluid Overload
  description: >
    Inability to excrete excess fluid leads to peripheral edema, pulmonary
    edema, and hypertension. A common complication of AKI that may require
    renal replacement therapy.
  phenotype_term:
    preferred_term: Edema
    term:
      id: HP:0000969
      label: Edema
  evidence:
  - reference: PMID:32397637
    reference_title: "Timing of Initiation of Renal Replacement Therapy in Sepsis-Associated Acute Kidney Injury."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Established and widely accepted indications for starting RRT include refractory fluid overload, severe hyperkalemia and metabolic acidosis refractory to medical therapy"
    explanation: Refractory fluid overload is a recognized complication of AKI and an indication for initiating renal replacement therapy.
- category: Genitourinary
  name: Azotemia
  description: >
    Accumulation of nitrogenous waste products (urea and creatinine) in the
    blood due to impaired renal clearance.
  phenotype_term:
    preferred_term: Azotemia
    term:
      id: HP:0002157
      label: Azotemia
  evidence:
  - reference: PMID:32397637
    reference_title: "Timing of Initiation of Renal Replacement Therapy in Sepsis-Associated Acute Kidney Injury."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Acute complications related to AKI are diverse and depend on the severity of the insult."
    explanation: Azotemia (accumulation of nitrogenous wastes) is a core feature of AKI driving uremic complications.
- category: Genitourinary
  name: Proteinuria
  description: >
    Presence of excess protein in urine due to tubular damage or glomerular
    dysfunction in AKI.
  phenotype_term:
    preferred_term: Proteinuria
    term:
      id: HP:0000093
      label: Proteinuria
  evidence:
  - reference: PMID:28927644
    reference_title: "Acute kidney injury is a risk factor for subsequent proteinuria."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "AKI is a risk factor for incident or worsening proteinuria, suggesting a possible mechanism linking AKI and future CKD."
    explanation: Large Veterans cohort study demonstrates that AKI causes new-onset or worsening proteinuria, with odds ratios of 1.20-1.39 across months of follow-up, and higher odds with more severe AKI stages.
environmental:
- name: Nephrotoxic Drug Exposure
  description: >
    Exposure to nephrotoxic medications during hospitalization including
    aminoglycosides, vancomycin, NSAIDs, and ACE inhibitors is a major
    modifiable risk factor for hospital-acquired AKI.
  environment_context:
    preferred_term: healthcare facility
    term:
      id: ENVO:03501134
      label: healthcare facility
  evidence:
  - reference: PMID:34537763
    reference_title: "Hospital-Acquired Acute Kidney Injury in Older Patients: Clinical Characteristics and Drug Analysis."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Nephrotoxic drug exposure and HA-AKI incidence were associated with an increased in-hospital mortality risk."
    explanation: Nephrotoxic drug exposure is independently associated with both HA-AKI incidence and mortality.
  - reference: PMID:26231194
    reference_title: "Epidemiology and Clinical Correlates of AKI in Chinese Hospitalized Adults."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "About 40% of AKI cases were possibly drug-related and 16% may have been induced by Chinese traditional medicines or remedies."
    explanation: Drug-related causes account for a large proportion of hospital-acquired AKI cases.
- name: Contrast Media Exposure
  description: >
    Intra-arterial or intravenous administration of iodinated contrast media
    for diagnostic or interventional procedures is a well-established cause
    of hospital-acquired AKI.
  environment_context:
    preferred_term: healthcare facility
    term:
      id: ENVO:03501134
      label: healthcare facility
  evidence:
  - reference: PMID:29802583
    reference_title: "Contrast medium induced acute kidney injury: a narrative review."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Pre-existing CKD, intra-arterial administration and CM volume are the most important risk factors for CI-AKI."
    explanation: Identifies key risk factors for contrast-induced AKI, establishing contrast media as a significant cause of hospital-acquired AKI.
- name: Sepsis
  description: >
    Sepsis is the leading cause of AKI in critically ill hospitalized patients,
    with up to 60% of sepsis patients developing AKI.
  environment_context:
    preferred_term: intensive care unit
    term:
      id: ENVO:03600008
      label: intensive care unit
  evidence:
  - reference: PMID:33494815
    reference_title: "Sepsis is associated with mitochondrial DNA damage and a reduced mitochondrial mass in the kidney of patients with sepsis-AKI."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Up to 60% of patients with sepsis develop acute kidney injury (AKI), which is associated with a poor clinical outcome."
    explanation: Establishes sepsis as a major environmental trigger for hospital-acquired AKI in critically ill patients.
- name: Major Surgery
  description: >
    Major surgical procedures, particularly cardiac and vascular surgery,
    are associated with perioperative hemodynamic instability and
    ischemia-reperfusion injury leading to AKI.
  environment_context:
    preferred_term: healthcare facility
    term:
      id: ENVO:03501134
      label: healthcare facility
  evidence:
  - reference: PMID:25057935
    reference_title: "Postoperative acute kidney injury."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Multi-hit mechanisms (ischemia, inflammation, toxins) co-act on patients' predisposition (susceptibility)."
    explanation: Describes the multi-hit model of postoperative AKI involving ischemia, inflammation, and nephrotoxins.
treatments:
- name: Fluid Resuscitation
  description: >
    Intravenous fluid administration to restore renal perfusion in
    prerenal or ischemic AKI. Isotonic saline or balanced crystalloid
    solutions are the mainstay of volume expansion.
  treatment_term:
    preferred_term: fluid replacement therapy
    term:
      id: MAXO:0000618
      label: fluid replacement therapy
  evidence:
  - reference: PMID:29802583
    reference_title: "Contrast medium induced acute kidney injury: a narrative review."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "The intravenous administration of moderate amounts of isotonic saline solution or bicarbonate solution still represents the principal intervention with documented and acceptable effectiveness for CI-AKI prevention."
    explanation: Volume expansion with isotonic fluids is the most established preventive and therapeutic measure for AKI.
- name: Nephrotoxin Avoidance
  description: >
    Identification and discontinuation of nephrotoxic medications to
    prevent further tubular injury. Includes medication review using
    electronic alert systems and AKI care bundles.
  treatment_term:
    preferred_term: nephrotoxin avoidance
    term:
      id: MAXO:0000071
      label: chemical exposure avoidance
  evidence:
  - reference: PMID:29188454
    reference_title: "A narrative review of the impact of interventions in acute kidney injury."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "This review found that e-alerts have varying effects on mortality and AKI progression, but decrease the incidence of contrast-induced AKI. The use of AKI bundles delivers statistically significant improvements in mortality and AKI progression."
    explanation: Electronic alerts and AKI bundles that include nephrotoxin avoidance improve outcomes in hospital-acquired AKI.
  - reference: PMID:34537763
    reference_title: "Hospital-Acquired Acute Kidney Injury in Older Patients: Clinical Characteristics and Drug Analysis."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "With the increase in the number of patients with continued use of drugs with possible nephrotoxicity after HA-AKI, the clinical outcomes showed a tendency to worsen (p < 0.001)."
    explanation: Continued nephrotoxic drug exposure after AKI onset worsens outcomes, supporting nephrotoxin avoidance as a key intervention.
- name: Renal Replacement Therapy
  description: >
    Initiation of dialysis (intermittent hemodialysis or continuous renal
    replacement therapy) for severe AKI with refractory fluid overload,
    hyperkalemia, or uremia. The optimal timing of RRT initiation remains
    an area of active investigation.
  treatment_term:
    preferred_term: renal replacement therapy
    term:
      id: MAXO:0000600
      label: renal replacement therapy
  evidence:
  - reference: PMID:32397637
    reference_title: "Timing of Initiation of Renal Replacement Therapy in Sepsis-Associated Acute Kidney Injury."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "No specific treatment has been defined yet, and renal replacement therapy (RRT) remains the cornerstone supportive therapy for the most severe cases."
    explanation: RRT is the primary supportive therapy for severe sepsis-associated AKI, though optimal timing of initiation remains debated.
- name: AKI Care Bundles
  description: >
    Standardized care bundles including fluid optimization, medication review,
    monitoring, and nephrology referral to improve early detection and management
    of hospital-acquired AKI.
  treatment_term:
    preferred_term: supportive care
    term:
      id: MAXO:0000950
      label: supportive care
  evidence:
  - reference: PMID:29188454
    reference_title: "A narrative review of the impact of interventions in acute kidney injury."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Overall, a combination of e-alerts and AKI bundles supported by education yielded the most effective and statistically significant results."
    explanation: Multicomponent AKI care bundles combining electronic alerts, standardized protocols, and education provide the most effective improvements in AKI outcomes.
prevalence:
- population: Hospitalized adults (general)
  percentage: 10-25%
  evidence:
  - reference: PMID:20877177
    reference_title: "Hospital-acquired acute kidney injury."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Acute kidney injury (AKI) is a common clinical syndrome in hospitalized patients associated with high morbidity and mortality rates."
    explanation: Establishes AKI as a common syndrome among hospitalized patients, consistent with reported incidence estimates of 10-25%.
- population: ICU patients
  percentage: 16-59%
  evidence:
  - reference: PMID:25845505
    reference_title: "Acute kidney injury in severe sepsis: pathophysiology, diagnosis, and treatment recommendations."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "Sepsis-induced AKI is diagnosed in up to 47% of human ICU patients and is seen as a major public health concern associated with increased mortality and increased progression to chronic kidney disease (CKD)."
    explanation: Veterinary journal review citing human ICU data; up to 47% of ICU patients develop sepsis-associated AKI.
- population: Elderly hospitalized patients
  percentage: 15-30%
  notes: Higher incidence in older adults due to reduced renal reserve, comorbidities, and polypharmacy
  evidence:
  - reference: PMID:34537763
    reference_title: "Hospital-Acquired Acute Kidney Injury in Older Patients: Clinical Characteristics and Drug Analysis."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "In the HA-AKI group, the proportion of patients with prior use of drugs with possible nephrotoxicity was higher than that of patients with prior use of drugs with identified nephrotoxicity (p < 0.05)."
    explanation: Elderly patients are disproportionately affected by nephrotoxic drug-related HA-AKI due to polypharmacy and reduced renal reserve.
epidemiology:
- name: ICU HA-AKI incidence
  description: Incidence of hospital-acquired AKI among critically ill patients admitted to ICU without AKI on admission.
  minimum_value: 16
  maximum_value: 59
  notes: ICU prospective cohort data report 16.1% HA-AKI incidence with hospital mortality of 43.2% in affected patients.
  evidence:
  - reference: PMID:25845505
    reference_title: "Acute kidney injury in severe sepsis: pathophysiology, diagnosis, and treatment recommendations."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "Sepsis-induced AKI is diagnosed in up to 47% of human ICU patients and is seen as a major public health concern associated with increased mortality and increased progression to chronic kidney disease (CKD)."
    explanation: Veterinary journal review citing human ICU data on high AKI incidence in sepsis.
- name: ICU HA-AKI mortality
  description: In-hospital mortality in patients who develop AKI during ICU stay.
  minimum_value: 30
  maximum_value: 45
  notes: Mortality rates for ICU-acquired AKI are substantially higher than for patients without AKI (14% vs 43%).
  evidence:
  - reference: PMID:20877177
    reference_title: "Hospital-acquired acute kidney injury."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Acute kidney injury (AKI) is a common clinical syndrome in hospitalized patients associated with high morbidity and mortality rates."
    explanation: Confirms AKI is associated with high mortality rates in hospitalized patients.
- name: Under-recognition rate
  description: Proportion of AKI episodes not formally diagnosed or coded during hospitalization.
  minimum_value: 55
  maximum_value: 70
  notes: Studies report that 57-66% of creatinine-defined AKI episodes lack administrative documentation, contributing to delayed intervention.
  evidence:
  - reference: PMID:24075024
    reference_title: "The impact of documentation of severe acute kidney injury on mortality."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Formal documentation of AKI occurred in 2,325 patients (43%)."
    explanation: In a cohort of 5,438 adults with creatinine-defined AKI across three hospitals, only 43% had formal documentation, meaning 57% of AKI episodes were unrecognized in billing codes.
stages:
- name: KDIGO Stage 1
  description: >
    Mild AKI defined by serum creatinine increase of ≥0.3 mg/dL (26.5 µmol/L)
    within 48 hours OR increase to ≥1.5-1.9 times baseline within 7 days OR
    urine output <0.5 mL/kg/h for 6-12 hours.
  evidence:
  - reference: PMID:23499048
    reference_title: "KDOQI US commentary on the 2012 KDIGO clinical practice guideline for acute kidney injury."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "The first portion of the KDIGO guideline attempts to harmonize earlier consensus definitions and staging criteria for AKI."
    explanation: The KDIGO staging system represents harmonized consensus criteria for defining and staging AKI severity, with Stage 1 as the mildest category.
  - reference: PMID:35685550
    reference_title: "Hospital-Acquired Acute Kidney Injury in Noncritical Care Setting: Clinical Characteristics and Outcomes."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "HA-AKI was defined using the Kidney Disease Improving Global Outcomes (KDIGO) criteria."
    explanation: KDIGO criteria are the standard used to define and stage hospital-acquired AKI in clinical studies.
- name: KDIGO Stage 2
  description: >
    Moderate AKI defined by serum creatinine increase to 2.0-2.9 times baseline
    OR urine output <0.5 mL/kg/h for ≥12 hours.
  evidence:
  - reference: PMID:23499048
    reference_title: "KDOQI US commentary on the 2012 KDIGO clinical practice guideline for acute kidney injury."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "While the expert panel thought that the KDIGO definition and staging criteria are appropriate for defining the epidemiology of AKI and in the design of clinical trials, the panel concluded that there is insufficient evidence to support their widespread application to clinical care in the United States."
    explanation: KDIGO Stage 2 criteria are endorsed for epidemiological and clinical trial use, though the panel noted limitations for direct clinical application.
- name: KDIGO Stage 3
  description: >
    Severe AKI defined by serum creatinine increase to ≥3.0 times baseline
    OR increase to ≥4.0 mg/dL (353.6 µmol/L) OR initiation of renal replacement
    therapy OR urine output <0.3 mL/kg/h for ≥24 hours OR anuria for ≥12 hours.
    In patients <18 years, decrease in eGFR to <35 mL/min/1.73 m².
  evidence:
  - reference: PMID:23499048
    reference_title: "KDOQI US commentary on the 2012 KDIGO clinical practice guideline for acute kidney injury."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "The panel generally concurred with the remainder of the KDIGO guidelines that are focused on the prevention and pharmacologic and dialytic management of AKI, although noting the dearth of clinical trial evidence to provide strong evidence-based recommendations and the continued absence of effective therapies beyond hemodynamic optimization and avoidance of nephrotoxins for the prevention and treatment of AKI."
    explanation: KDIGO Stage 3 represents the most severe category of AKI, often requiring renal replacement therapy, with limited evidence-based treatment options beyond supportive care.
  - reference: PMID:32397637
    reference_title: "Timing of Initiation of Renal Replacement Therapy in Sepsis-Associated Acute Kidney Injury."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "No specific treatment has been defined yet, and renal replacement therapy (RRT) remains the cornerstone supportive therapy for the most severe cases."
    explanation: Stage 3 AKI frequently requires initiation of RRT, which is one of the defining criteria for this stage.
diagnosis:
- name: Serum Creatinine Monitoring
  description: Serial measurement of serum creatinine to detect acute rises per KDIGO criteria (≥0.3 mg/dL within 48h or ≥1.5x baseline within 7 days).
  evidence:
  - reference: PMID:23499048
    reference_title: "KDOQI US commentary on the 2012 KDIGO clinical practice guideline for acute kidney injury."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "The first portion of the KDIGO guideline attempts to harmonize earlier consensus definitions and staging criteria for AKI."
    explanation: Serum creatinine is the primary biochemical parameter used in the KDIGO definition and staging system for AKI.
  - reference: PMID:33556265
    reference_title: "Current concepts and advances in biomarkers of acute kidney injury."
    supports: PARTIAL
    evidence_source: HUMAN_CLINICAL
    snippet: "Despite advancements in standardizing the criteria for acute kidney injury (AKI), its definition remains based on changes in serum creatinine and urinary output that do not specifically represent tubular function or injury and that have significant limitations in the acute hospital setting."
    explanation: While creatinine is the standard diagnostic marker, it is a late indicator of injury and has recognized limitations in the acute setting.
- name: Urine Output Monitoring
  description: Measurement of hourly urine output to detect oliguria (<0.5 mL/kg/h for 6h) as a KDIGO diagnostic criterion.
  evidence:
  - reference: PMID:35685550
    reference_title: "Hospital-Acquired Acute Kidney Injury in Noncritical Care Setting: Clinical Characteristics and Outcomes."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "HA-AKI was defined using the Kidney Disease Improving Global Outcomes (KDIGO) criteria."
    explanation: KDIGO criteria include both creatinine-based and urine-output-based definitions for AKI diagnosis.
- name: Novel Biomarkers (NGAL, KIM-1, TIMP-2, IGFBP7)
  description: >
    Emerging urinary and plasma biomarkers that detect tubular injury earlier
    than serum creatinine. NGAL is released from the distal tubule, KIM-1
    from the proximal tubule, and the [TIMP-2]·[IGFBP7] product (NephroCheck)
    is FDA-approved for AKI risk assessment.
  notes: These biomarkers can localize specific segments of injured tubules and predict AKI-to-CKD transition.
  evidence:
  - reference: PMID:33556265
    reference_title: "Current concepts and advances in biomarkers of acute kidney injury."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Urinary kidney injury molecule-1 (KIM-1), liver-type fatty acid binding protein (L-FABP), insulin-like growth factor-binding protein-7 (IGFBP-7), and tissue inhibitor of metalloprotease-2 (TIMP-2) are released from the proximal tubule while uromodulin (UMOD) is secreted from the loop of Henle and neutrophil gelatinase-associated lipocalin (NGAL) is released from the distal tubule."
    explanation: Multiple urinary biomarkers can localize tubular injury to specific nephron segments and provide earlier detection than serum creatinine.
  - reference: PMID:39298548
    reference_title: "Transition from acute kidney injury to chronic kidney disease: mechanisms, models, and biomarkers."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Emerging biomarkers such as kidney injury molecule-1 (KIM-1), neutrophil gelatinase-associated lipocalin (NGAL), and soluble tumor necrosis factor receptors (TNFRs) show promise in early detection and monitoring of disease progression."
    explanation: KIM-1, NGAL, and TNFRs demonstrate promise for early AKI detection and monitoring progression from AKI to CKD.
progression:
- phase: Acute injury phase (0-7 days)
  notes: >
    Onset of tubular epithelial cell injury through ischemia, nephrotoxicity,
    or sepsis-associated microvascular dysfunction. Characterized by rising
    serum creatinine, declining urine output, and activation of regulated
    cell death pathways (apoptosis, necroptosis, ferroptosis, pyroptosis).
  evidence:
  - reference: PMID:31005270
    reference_title: "Regulated necrosis in kidney ischemia-reperfusion injury."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "Tubular cell death by necrosis and apoptosis is a central feature of renal IRI. Recent research has challenged traditional views of cell death by identifying new pathways in which cells die in a regulated manner but with the morphologic features of necrosis."
    explanation: The acute phase is dominated by tubular cell death through both apoptotic and regulated necrosis pathways.
- phase: Acute kidney disease (AKD) window (7-90 days)
  notes: >
    Period where maladaptive repair mechanisms may drive transition to chronic
    disease. Key processes include cell-cycle arrest, persistent inflammation,
    mitochondrial dysfunction, metabolic reprogramming, and pericyte-to-myofibroblast
    transition. This window represents a critical opportunity for intervention.
  evidence:
  - reference: PMID:33073587
    reference_title: "Mitochondrial dysfunction and the AKI-to-CKD transition."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "Recent research has suggested that damage to mitochondrial function in early AKI is a crucial factor leading to tubular injury and persistent renal insufficiency."
    explanation: Mitochondrial dysfunction during the AKD window drives persistent tubular injury and incomplete recovery.
  - reference: PMID:25810494
    reference_title: "Failed Tubule Recovery, AKI-CKD Transition, and Kidney Disease Progression."
    supports: SUPPORT
    evidence_source: MODEL_ORGANISM
    snippet: "recent studies show that a subpopulation of dedifferentiated, proliferating tubules recovering from AKI undergo pathologic growth arrest, fail to redifferentiate, and become atrophic."
    explanation: Failed tubule recovery through pathologic growth arrest and dedifferentiation is a key mechanism during the AKD window that drives progression.
- phase: AKI-to-CKD transition (>90 days)
  notes: >
    Patients who fail to recover renal function develop progressive fibrosis,
    capillary rarefaction, and chronic inflammation leading to CKD. Risk
    factors include AKI severity, duration, recurrent episodes, pre-existing
    CKD, diabetes, and older age.
  evidence:
  - reference: PMID:39298548
    reference_title: "Transition from acute kidney injury to chronic kidney disease: mechanisms, models, and biomarkers."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "AKI often progresses to CKD due to maladaptive repair processes, persistent inflammation, and fibrosis, with both conditions sharing common pathways involving cell death, inflammation, and extracellular matrix (ECM) deposition."
    explanation: AKI and CKD share overlapping pathophysiological mechanisms, with maladaptive repair driving the transition from acute injury to chronic disease.
  - reference: PMID:37762322
    reference_title: "Pathway from Acute Kidney Injury to Chronic Kidney Disease: Molecules Involved in Renal Fibrosis."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Risk factors mentioned in AKI progression to CKD are frequency and severity of kidney injury, chronic diseases such as uncontrolled hypertension, diabetes mellitus, obesity and unmodifiable risk factors (i.e., genetics, older age or gender)."
    explanation: Multiple clinical risk factors including AKI severity, comorbidities, and genetic predisposition determine the likelihood of AKI-to-CKD transition.
genetic:
- name: FTO
  association: Associated
  notes: Locus near FTO on chromosome 16 associated with AKI risk, likely mediated through obesity-related pathways.
  evidence:
  - reference: PMID:38797326
    reference_title: "Genome-wide association study of hospitalized patients and acute kidney injury."
    supports: SUPPORT
    evidence_source: COMPUTATIONAL
    snippet: "Two novel loci reached genome-wide significance in the meta-analysis: rs11642015 near the FTO locus on chromosome 16 (obesity traits) (odds ratio 1.07 (95% confidence interval, 1.05-1.09))"
    explanation: GWAS of 54,488 AKI patients identified FTO locus as significantly associated with AKI susceptibility, though the effect was attenuated after adjustment for BMI and diabetes.
- name: SHROOM3
  association: Associated
  notes: Locus near SHROOM3 on chromosome 4 associated with AKI protection, related to glomerular filtration barrier integrity.
  evidence:
  - reference: PMID:38797326
    reference_title: "Genome-wide association study of hospitalized patients and acute kidney injury."
    supports: SUPPORT
    evidence_source: COMPUTATIONAL
    snippet: "rs4859682 near the SHROOM3 locus on chromosome 4 (glomerular filtration barrier integrity) (odds ratio 0.95 (95% confidence interval, 0.93-0.96))."
    explanation: SHROOM3 locus reached genome-wide significance as a protective factor against AKI, with colocalization to previous kidney function studies.
- name: APOE
  association: Associated
  notes: APO E e2/e3/e4 polymorphism was the only variant with replicated association across multiple early AKI genetic studies.
  evidence:
  - reference: PMID:19443624
    reference_title: "Searching for genes that matter in acute kidney injury: a systematic review."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Only one polymorphism, APO E e2/e3/e4, had greater than one study showing a significant impact (P < 0.05) on AKI incidence."
    explanation: Systematic review of 16 AKI genetic studies found APOE as the only replicated genetic association across multiple studies.
- name: NR5A2
  association: Associated
  notes: Variants near NR5A2 gene showed suggestive association with sepsis-associated AKI at sub-genome-wide significance.
  evidence:
  - reference: PMID:39636799
    reference_title: "Genetic variants associated with sepsis-associated acute kidney injury."
    supports: PARTIAL
    evidence_source: COMPUTATIONAL
    snippet: "rs184516290 (chr1:199814965:G:A), near the NR5A2 gene, chr1:199805801:T:TA, also near the NR5A2 gene, and rs117313146 (chr15:31999784:G:C), near the CHRNA7 gene, were associated with S-AKI at the suggestive level in all three models presented."
    explanation: NR5A2 variants showed consistent suggestive association with sepsis-AKI but did not reach genome-wide significance threshold.
- name: CHRNA7
  association: Associated
  notes: Variant near CHRNA7 gene on chromosome 15 showed suggestive association with sepsis-associated AKI across multiple models.
  evidence:
  - reference: PMID:39636799
    reference_title: "Genetic variants associated with sepsis-associated acute kidney injury."
    supports: PARTIAL
    evidence_source: COMPUTATIONAL
    snippet: "rs184516290 (chr1:199814965:G:A), near the NR5A2 gene, chr1:199805801:T:TA, also near the NR5A2 gene, and rs117313146 (chr15:31999784:G:C), near the CHRNA7 gene, were associated with S-AKI at the suggestive level in all three models presented."
    explanation: CHRNA7 variant showed consistent suggestive association with sepsis-AKI across three models but did not reach genome-wide significance.
clinical_trials:
- name: NCT02568722
  phase: PHASE_III
  status: COMPLETED
  description: >
    STARRT-AKI trial: multinational randomized controlled trial comparing
    accelerated versus standard initiation of renal-replacement therapy in
    critically ill patients with severe AKI. The accelerated strategy initiated
    RRT within 12 hours of eligibility versus a standard strategy where RRT was
    discouraged unless conventional indications developed or AKI persisted >72
    hours. Found no mortality benefit with accelerated initiation and higher
    adverse event rates.
  target_phenotypes:
  - preferred_term: Acute kidney injury
    term:
      id: HP:0001919
      label: Acute kidney injury
  - preferred_term: Oliguria
    term:
      id: HP:0100520
      label: Oliguria
  evidence:
  - reference: PMID:32668114
    reference_title: "Timing of Initiation of Renal-Replacement Therapy in Acute Kidney Injury."
    supports: SUPPORT
    evidence_source: HUMAN_CLINICAL
    snippet: "Among critically ill patients with acute kidney injury, an accelerated renal-replacement strategy was not associated with a lower risk of death at 90 days than a standard strategy."
    explanation: This landmark trial of 2927 critically ill AKI patients demonstrated no mortality benefit of accelerated vs standard RRT initiation, with 43.9% vs 43.7% 90-day mortality respectively.
📚

References & Deep Research

Deep Research

1
Falcon
Disease Pathophysiology Research Template
Edison Scientific Literature 56 citations 2026-03-11T00:54:52.856313

Question: You are an expert researcher providing comprehensive, well-cited information.

Provide detailed information focusing on: 1. Key concepts and definitions with current understanding 2. Recent developments and latest research (prioritize 2023-2024 sources) 3. Current applications and real-world implementations 4. Expert opinions and analysis from authoritative sources 5. Relevant statistics and data from recent studies

Format as a comprehensive research report with proper citations. Include URLs and publication dates where available. Always prioritize recent, authoritative sources and provide specific citations for all major claims.

Disease Pathophysiology Research Template

Target Disease

  • Disease Name: Hospital-Acquired Acute Kidney Injury
  • MONDO ID: (if available)
  • Category: Complex

Research Objectives

Please provide a comprehensive research report on the pathophysiology of Hospital-Acquired Acute Kidney Injury. Focus on the molecular and cellular mechanisms underlying disease progression.

Required Information

1. Core Pathophysiology

  • What are the primary pathophysiological mechanisms?
  • What molecular pathways are dysregulated?
  • What cellular processes are affected?

2. Key Molecular Players

  • Genes/Proteins: Which genes are causally involved or implicated?
  • Chemical Entities: What metabolites, drugs, or small molecules are relevant?
  • Cell Types: Which cell types are primarily affected?
  • Anatomical Locations: Which tissues/organs are involved?

3. Biological Processes (for GO annotation)

  • What biological processes (GO terms) are disrupted?
  • Consider: signaling pathways, metabolic processes, cellular responses, transport, etc.

4. Cellular Components

  • Where in the cell do key processes occur?
  • Consider: organelles, membrane compartments, extracellular space, etc.

5. Disease Progression

  • What is the sequence of events from initial trigger to clinical manifestation?
  • Are there distinct stages or phases?

6. Phenotypic Manifestations

  • What are the key clinical phenotypes?
  • How do they relate to the underlying mechanisms?

Citation Requirements

  • Cite primary literature (PMID preferred) for all mechanistic claims
  • Prioritize recent reviews and landmark papers
  • Include direct quotes where possible to support key statements

Output Format

Structure your response as a narrative that could be used to populate a disease knowledge base entry with: - Pathophysiology description - Gene/protein annotations with ontology terms (HGNC, GO) - Phenotype associations (HP terms) - Cell type involvement (CL terms) - Anatomical locations (UBERON terms) - Chemical entities (CHEBI terms) - Evidence items with PMIDs

Comprehensive Research Report: Hospital-Acquired Acute Kidney Injury (HA-AKI) Pathophysiology (Molecular/Cellular)

Target disease

  • Disease name: Hospital-acquired acute kidney injury (HA-AKI; also termed in-hospital AKI, HAAKI)
  • MONDO ID: Not consistently represented as a distinct MONDO entity in the retrieved sources; mechanistic evidence is largely for acute kidney injury broadly.
  • Category: Complex, multifactorial syndrome occurring during hospitalization (e.g., ICU, ward, perioperative, sepsis, drug exposure).

1) Key concepts and definitions (current understanding)

1.1 Definition and case ascertainment

Hospital-acquired AKI is commonly operationalized as AKI that develops after hospital admission, often using an onset cutoff (e.g., >48 h) plus KDIGO creatinine/urine-output criteria; one ICU prospective cohort explicitly defined hospital-acquired AKI as AKI developing after 48 h (KDIGO creatinine-based) (https://doi.org/10.1038/s41598-024-79533-6; published Nov 2024) (havaldar2024epidemiologicalstudyof pages 1-2).

Large-scale hospital surveillance studies also distinguish AKI present at admission vs AKI peaking later during hospitalization, classifying “in-hospital” AKI by the time of peak creatinine after admission (https://doi.org/10.1093/ckj/sfae231; published Jul 2024) (esposito2024recognitionpatternsof pages 7-8).

1.2 Recognition gap as a core systems problem in HA-AKI

A major feature of HA-AKI is under-recognition in routine workflows. In a cohort of 56,820 hospitalized adults, serum-creatinine-defined AKI incidence was 24.5%, but most creatinine-defined cases lacked administrative documentation: 16.7% were “KDIGO-AKI” (AKI by creatinine but not coded) versus 3.3% “full-AKI” (meets creatinine criteria and coded), yielding ~68% undetection by discharge coding (https://doi.org/10.1093/ckj/sfae231; Jul 2024) (esposito2024recognitionpatternsof pages 1-2, esposito2024recognitionpatternsof pages 4-6).

This recognition gap matters because undetected AKI still associates with adverse outcomes (esposito2024recognitionpatternsof pages 1-2).


2) Core pathophysiology (molecular/cellular mechanisms)

HA-AKI is not a single disease entity; rather, it is a convergent clinical endpoint arising from overlapping insults (hemodynamic perturbations, infection/sepsis, nephrotoxins, hypoxia, surgery). Across settings, mechanistic convergence occurs at the level of:

2.1 Tubular epithelial stress/injury as a central node

Renal tubular epithelial cells (TECs)—particularly proximal tubules—are mitochondria-rich and metabolically demanding, and are highlighted as key vulnerable effectors in AKI (https://doi.org/10.1016/j.ebiom.2024.105294; published Sep 2024) (li2024renaltubularepithelial pages 1-2).

Adaptive repair after mild injury involves dedifferentiation, migration, proliferation, and redifferentiation; maladaptive repair links to failed regeneration and fibrosis. A schematic overview of these repair trajectories (resident progenitor vs scattered tubular cell phenotype, adaptive vs maladaptive repair leading to fibrosis) is provided in Figure 1 of Li et al. 2024 (li2024renaltubularepithelial media 407547cb).

2.2 Regulated cell-death programs in TECs (apoptosis, necroptosis, pyroptosis, ferroptosis, PANoptosis)

A 2024 eBioMedicine review synthesizes TEC death modalities as drivers of tubular damage and subsequent inflammation: - Apoptosis (caspase-mediated, comparatively non-inflammatory) (li2024renaltubularepithelial pages 2-3). - Necroptosis (RIPK-dependent, MLKL-mediated membrane rupture) promoting “necroinflammation,” immune activation, and impaired tubular regeneration (li2024renaltubularepithelial pages 2-3). - Pyroptosis (gasdermin pore formation) releasing DAMPs and inflammatory mediators (li2024renaltubularepithelial pages 2-3). - Ferroptosis (iron-dependent phospholipid peroxidation) emphasized as an important contributor across AKI models, with tubular-segment synchronized injury and protective effects of ferroptosis inhibition (li2024renaltubularepithelial pages 2-3, li2024renaltubularepithelial pages 11-12). - PANoptosis is described as an integrated program enabling simultaneous engagement of pyroptosis, apoptosis, and necroptosis via PANoptosome complexes (li2024renaltubularepithelial pages 1-2).

These death programs directly shape the inflammatory microenvironment of the kidney and influence whether repair is adaptive or fibrogenic (li2024renaltubularepithelial pages 2-3, li2024renaltubularepithelial media 407547cb).

2.3 Innate immune sensing and inflammasome-linked injury

In sepsis-associated contexts (a major HA-AKI driver), a contemporary view is that macro-hemodynamics and total renal blood flow may be preserved, while microcirculatory dysfunction and endothelial activation drive focal hypoxia and injury (https://doi.org/10.7759/cureus.75992; published Dec 2024) (aguilar2024sepsisassociatedacutekidney pages 2-4).

Key inflammatory processes described include cytokine release (e.g., TNF-α, IL-1, IL-6, IL-8), leukocyte adhesion, glycocalyx degradation, microvascular thrombosis, capillary shunting, and oxidative stress/mitochondrial dysfunction (aguilar2024sepsisassociatedacutekidney pages 2-4).

2.4 Mitochondrial dysfunction and metabolic reprogramming

A persistent mechanistic theme in AKI-to-AKD/CKD evolution is mitochondrial dysfunction, metabolic reprogramming, and cell-cycle arrest. A 2023 AKD overview emphasizes tubular epithelial cell-cycle arrest, chronic inflammation, mitochondrial dysfunction, failed regeneration, metabolic reprogramming, and RAS activation as mechanisms linking AKI to later subacute/chronic disease (https://doi.org/10.23876/j.krcp.23.001; published Nov 2023) (kung2023acutekidneydisease pages 1-3).

A TEC-focused synthesis also highlights mitophagy/biogenesis regulators and metabolic nodes (e.g., AMPK, PGC-1α-regulated pathways, and mitochondrial quality control) as important modulators of injury/repair balance (li2024renaltubularepithelial pages 16-16).


3) Key molecular players, cell types, anatomical locations, and chemical entities

3.1 Key genes/proteins (examples with strong mechanistic positioning in retrieved sources)

  • Ferroptosis / redox: GPX4 (ferroptosis suppression), and system Xc− components discussed as protective via glutathione maintenance (li2024renaltubularepithelial pages 2-3, li2024renaltubularepithelial pages 1-2, li2024renaltubularepithelial pages 13-14).
  • Necroptosis: RIPK1, RIPK3, MLKL as central executors of necroptotic membrane rupture and inflammatory amplification (li2024renaltubularepithelial pages 2-3, li2024renaltubularepithelial pages 13-14).
  • Inflammasome / pyroptosis axis: NLRP3 (inflammasome activation) highlighted as a key inflammatory amplifier in TEC injury (li2024renaltubularepithelial pages 13-14, li2024renaltubularepithelial pages 16-16).
  • Tubular injury biomarker-receptor: KIM-1 (HGNC: HAVCR1) appears as a TEC injury marker and also functions in phagocytosis/uptake-related contexts (li2024renaltubularepithelial pages 2-3, li2024renaltubularepithelial pages 16-16).
  • Microcirculation / endothelial activation (process-level evidence): endothelial activation, leukocyte adhesion, glycocalyx degradation, and microthrombosis are emphasized in sepsis-AKI mechanisms (aguilar2024sepsisassociatedacutekidney pages 2-4).

3.2 Primary affected cell types (knowledge-base ready)

  • Renal tubular epithelial cells (proximal tubule emphasized), as primary injury/repair executors (li2024renaltubularepithelial pages 1-2, li2024renaltubularepithelial media 407547cb).
  • Endothelial cells / microvascular compartment driving regional hypoxia in sepsis-AKI contexts (aguilar2024sepsisassociatedacutekidney pages 2-4).
  • Immune cells (neutrophils, macrophages, lymphocytes) as cytokine sources and effectors of inflammation and repair (aguilar2024sepsisassociatedacutekidney pages 2-4, li2024renaltubularepithelial pages 11-12).
  • Pericytes / fibroblast lineage implicated in maladaptive repair and fibrosis during AKI-to-AKD transitions (kung2023acutekidneydisease pages 3-4).

3.3 Anatomical compartments

  • Renal tubules (proximal tubule and thick ascending limb segments are highlighted in TEC-centric injury models) (li2024renaltubularepithelial pages 1-2).
  • Renal microcirculation (glomerular and peritubular capillaries) as key sites of endothelial activation and perfusion heterogeneity in sepsis (aguilar2024sepsisassociatedacutekidney pages 2-4).
  • Renal interstitium as a locus for inflammatory infiltration and later fibrogenesis (kung2023acutekidneydisease pages 3-4, li2024renaltubularepithelial pages 2-3).

3.4 Chemical entities and exposures relevant to HA-AKI

Nephrotoxic drugs and combinations are common hospital triggers. - In ICU HA-AKI, colistin exposure was identified as a risk factor in a prospective cohort (havaldar2024epidemiologicalstudyof pages 1-2). - In non-critical medical inpatients, predictors included type 2 diabetes and combined vancomycin + proton pump inhibitors, with mechanistic notes linking vancomycin to proximal tubular oxidative stress and PPIs to immune-mediated AIN-type mechanisms (https://doi.org/10.2147/IJNRD.S454987; published Apr 2024) (mekonnen2024hospitalacquiredacutekidney pages 6-8, mekonnen2024hospitalacquiredacutekidney pages 1-2). - In a hospitalized cohort of AKI cases managed by an AKI-nephrology team, drug-induced AKI (DI-AKI) accounted for 19.3% of AKI, with a mechanistic taxonomy: ATN (77%), AIN (15.2%), and crystal-induced nephropathy (2.6%); vancomycin was a leading nephrotoxin and associated with higher AKST and death (https://doi.org/10.3389/fmed.2024.1459170; published Oct 29, 2024) (garcia2024druginducedacutekidney pages 1-2, garcia2024druginducedacutekidney pages 2-3, garcia2024druginducedacutekidney pages 3-5).


4) Biological processes disrupted (GO-oriented)

Mechanistic evidence from recent reviews supports disruption of the following process categories: - Regulated cell death (apoptotic process; necroptotic process; pyroptotic process; ferroptotic process) (li2024renaltubularepithelial pages 2-3, li2024renaltubularepithelial pages 13-14). - Inflammatory response / innate immune signaling (cytokine-mediated signaling, inflammasome activation; leukocyte adhesion and endothelial activation in sepsis-associated settings) (aguilar2024sepsisassociatedacutekidney pages 2-4, li2024renaltubularepithelial pages 13-14). - Response to oxidative stress and lipid peroxidation (central to ferroptosis; ROS-linked injury) (li2024renaltubularepithelial pages 2-3, li2024renaltubularepithelial pages 1-2). - Mitochondrial organization / quality control and metabolic process regulation (mitochondrial dysfunction and metabolic reprogramming are emphasized as AKI-to-AKD mechanisms) (kung2023acutekidneydisease pages 1-3, li2024renaltubularepithelial pages 16-16). - Cell cycle arrest / DNA damage response (a key maladaptive repair mechanism in AKD framing) (kung2023acutekidneydisease pages 1-3). - Extracellular matrix organization / fibrogenesis (pericyte-to-myofibroblast transition; epigenetic maintenance of profibrotic state) (kung2023acutekidneydisease pages 3-4).


5) Cellular components (where key processes occur)

  • Mitochondria: central to TEC vulnerability, ROS generation, apoptosis initiation, and quality-control pathways (li2024renaltubularepithelial pages 1-2, li2024renaltubularepithelial pages 16-16).
  • Plasma membrane: decisive in necroptosis/pyroptosis (rupture or pore formation) and ferroptosis (phospholipid peroxidation-driven membrane failure) (li2024renaltubularepithelial pages 2-3, li2024renaltubularepithelial pages 1-2).
  • Cytosol: inflammasome assembly (NLRP3 axis) and necroptotic signaling complexes (li2024renaltubularepithelial pages 13-14).
  • Microvascular luminal surface / endothelial glycocalyx: key site of sepsis-associated microcirculatory dysfunction and permeability changes (aguilar2024sepsisassociatedacutekidney pages 2-4).

6) Disease progression (sequence of events; stages/phases)

6.1 Trigger → early injury phase

Common inpatient triggers include infection/sepsis, hemodynamic instability, mechanical ventilation-related physiology, chloride/fluid perturbations, and nephrotoxic drug exposure (havaldar2024epidemiologicalstudyof pages 1-2, mekonnen2024hospitalacquiredacutekidney pages 6-8).

In sepsis-associated contexts, a key modern concept is that injury can occur despite preserved renal blood flow, via microcirculatory/endothelial dysfunction causing regional hypoxia plus inflammatory/oxidative injury (aguilar2024sepsisassociatedacutekidney pages 2-4).

6.2 Injury amplification and clinical syndrome

Tubular cell injury engages regulated cell-death programs (ferroptosis, necroptosis, pyroptosis, apoptosis/PANoptosis), propagating necroinflammation and functional GFR decline (li2024renaltubularepithelial pages 2-3, li2024renaltubularepithelial pages 1-2).

6.3 Recovery vs maladaptive repair (AKI → AKD window)

If repair is incomplete, the 7–90-day period termed acute kidney disease (AKD) provides a mechanistic bridge to CKD, with drivers including cell-cycle arrest, epigenetic reprogramming, chronic inflammation, mitochondrial dysfunction, failed regeneration, and RAS activation (kung2023acutekidneydisease pages 1-3, kung2023acutekidneydisease pages 3-4).

6.4 Timing distinctions (clinically important in HA-AKI)

In hospitalized cohorts, AKI that peaks later during admission (“in-hospital AKI”) is associated with worse outcomes than AKI present at admission. In one large cohort, in-hospital AKI had longer LOS (mean 26.6 vs 18.7 days) and higher in-hospital mortality (30.7% vs 13.8%) compared with admission AKI (esposito2024recognitionpatternsof pages 7-8).

In septic AKI, later-developing AKI is also linked to higher mortality than early/transient AKI; a 2024 review states: “the development of AKI later during an episode of sepsis has been associated with worse clinical outcomes and increased mortality rates (76.5% compared with 61.5% in early AKI)” (https://doi.org/10.7759/cureus.75992; Dec 2024) (aguilar2024sepsisassociatedacutekidney pages 10-11).


7) Phenotypic manifestations (HP-oriented)

Mechanistically, HA-AKI manifests clinically as acute reductions in filtration and tubular function, often captured by: - Rising serum creatinine / azotemia (used for epidemiologic ascertainment in multiple studies) (esposito2024recognitionpatternsof pages 4-6, havaldar2024epidemiologicalstudyof pages 1-2). - Need for kidney replacement therapy (KRT/RRT) in severe cases; ICU HA-AKI cohort reported 15.9% required RRT during hospitalization (havaldar2024epidemiologicalstudyof pages 1-2). - In-hospital mortality and prolonged stay. ICU HA-AKI cohort mortality was 43.18% vs 14.41% without AKI (havaldar2024epidemiologicalstudyof pages 1-2).


8) Recent developments (2023–2024 emphasis): statistics, biomarkers, and implementation science

8.1 Epidemiology and outcomes in hospital settings (recent data)

  • ICU prospective cohort (2018–2023 enrollment window; published Nov 2024): HA-AKI incidence 16.11% among ICU patients without AKI on admission; hospital mortality 43.18% with HA-AKI; 15.90% required RRT (https://doi.org/10.1038/s41598-024-79533-6) (havaldar2024epidemiologicalstudyof pages 1-2).
  • Large hospitalized cohort (published Jul 2024): overall AKI incidence 24.5%; ICU incidence 59%; ~68% of creatinine-defined AKI was not coded/documented (“KDIGO-AKI”) (https://doi.org/10.1093/ckj/sfae231) (esposito2024recognitionpatternsof pages 4-6, esposito2024recognitionpatternsof pages 1-2).
  • Non-critical medical cohort (published Apr 2024): HA-AKI incidence density 6.0 per 100 person-days; predictors included T2DM and vancomycin/PPI exposure (https://doi.org/10.2147/IJNRD.S454987) (mekonnen2024hospitalacquiredacutekidney pages 1-2).

8.2 Biomarkers and risk stratification (real-world relevance)

Biomarkers are increasingly used to move from “late functional change” (creatinine/urine output) toward earlier “stress/injury” signals.

  • [TIMP-2]·[IGFBP7] + furosemide stress test (FST) to enrich for early RRT need in sepsis-AKI (prospective multicenter; published Jul 2024). In 100 sepsis patients with AKI stage ≥2, 32% required RRT within 7 days. A two-step workflow (FST screen → [TIMP-2]·[IGFBP7] at 2 h) improved prediction accuracy to 0.83 with specificity 0.96 and PPV 0.86 (https://doi.org/10.1186/s13613-024-01349-4) (palmowski2024predictiveenrichmentfor pages 1-2).

  • CCL14 vs [TIMP-2]·[IGFBP7] for predicting renal non-recovery in sepsis-AKI (prospective observational; published May 2024): For 7-day non-recovery prediction, CCL14 AUC 0.901 vs [TIMP-2]·[IGFBP7] AUC 0.730, with reported cutoffs and operating characteristics (https://doi.org/10.1186/s12882-024-03589-9) (nephrology2024predictiveperformanceof pages 7-8).

8.3 Hospital implementation: electronic alerts and care bundles

Electronic AKI alerting systems and linked order sets are widely implemented but show heterogeneous outcome effects.

  • Order set / care-bundle use with alerting (single-center cohort; published Feb 2024): An EHR-integrated AKI order set was used in 9.8% of AKI events and was associated with lower all-cause mortality (multivariable OR 0.72, 95% CI 0.57–0.91) and increased likelihood of AKI-stage improvement (multivariable OR 4.27, 95% CI 3.54–5.14), though LOS was longer when used (https://doi.org/10.1080/0886022X.2024.2313177) (chenxu2024impactofelectronic pages 1-2).

  • RCT-only evidence for alerts (meta-analysis; published Sep 2024): Across six RCTs (n=40,146), e-alerts showed no mortality benefit (RR 1.02), no reduction in creatinine or AKI progression, but increased dialysis (RR 1.14) and increased documentation (RR 1.21) (https://doi.org/10.1186/s12916-024-03639-x) (fu2024effectofelectronic pages 1-2).

  • Broader mixed-design synthesis (systematic review/meta-analysis; 2024): pooled estimates suggested modest AKI progression reduction (RR 0.91) but unclear mortality benefit and increased dialysis (RR 1.16) (chen2024electronicalertsystems pages 6-7).

Interpretation: The collective evidence supports the view that alerts improve recognition/documentation, but clinical outcome improvements require coupling alerts with actionable responses (order sets, care bundles, nephrology/pharmacy workflows) (chenxu2024impactofelectronic pages 1-2, fu2024effectofelectronic pages 1-2).


9) Expert opinions and analysis (from authoritative sources in retrieved set)

9.1 Sepsis-AKI microcirculation paradigm

A key expert framing from a 2024 review is that sepsis-AKI is not simply “low renal blood flow,” but a syndrome in which endothelial activation and microcirculatory dysfunction can create patchy ischemia/hypoxia even when global renal flow is preserved (aguilar2024sepsisassociatedacutekidney pages 2-4).

9.2 AKI as a continuum into AKD/CKD (window for intervention)

A 2023 synthesis emphasizes AKD (7–90 days) as a clinically important period where persistent tubular injury, cell-cycle arrest, epigenetic changes, and metabolic dysfunction can drive progression to CKD, motivating structured follow-up and recurrence prevention (kung2023acutekidneydisease pages 1-3).


10) Knowledge-base ready annotation blocks

10.1 Pathophysiology description (narrative)

Hospital-acquired AKI results from convergent inpatient insults (sepsis/inflammation, microvascular dysfunction, nephrotoxins, ventilation/hemodynamic perturbations) that converge on renal tubular epithelial stress. TEC injury triggers regulated death programs (ferroptosis, necroptosis, pyroptosis, apoptosis/PANoptosis) and mitochondrial/metabolic dysfunction, amplifying inflammation and impairing epithelial repair. Microcirculatory endothelial activation and glycocalyx injury (especially in sepsis) create regional hypoxia and immune-thrombotic injury. Outcomes depend on whether repair is adaptive (successful redifferentiation and recovery) or maladaptive (cell-cycle arrest, persistent inflammation, epigenetic profibrotic programs and pericyte-to-myofibroblast transition), promoting AKD and long-term CKD risk (li2024renaltubularepithelial pages 2-3, aguilar2024sepsisassociatedacutekidney pages 2-4, kung2023acutekidneydisease pages 3-4, li2024renaltubularepithelial media 407547cb).

10.2 Candidate gene/protein annotations (examples)

  • HAVCR1 (KIM-1): tubular injury marker and phagocytic receptor context in TEC apoptosis/injury response (li2024renaltubularepithelial pages 2-3).
  • GPX4: ferroptosis suppressor implicated in TEC ferroptosis biology (li2024renaltubularepithelial pages 13-14, li2024renaltubularepithelial pages 16-16).
  • RIPK1/RIPK3/MLKL: necroptosis machinery linked to inflammatory tubular damage (li2024renaltubularepithelial pages 13-14).
  • NLRP3: inflammasome node linking stress signals to inflammatory injury programs (li2024renaltubularepithelial pages 13-14, li2024renaltubularepithelial pages 16-16).

10.3 Cell type involvement (examples)

  • Tubular epithelial cell (proximal tubule emphasized) (li2024renaltubularepithelial pages 1-2).
  • Endothelial cell / microvascular unit in sepsis-AKI (aguilar2024sepsisassociatedacutekidney pages 2-4).
  • Macrophage (dual roles across injury/repair stages) (li2024renaltubularepithelial pages 11-12).

10.4 Anatomical locations (examples)

  • Renal tubules (proximal tubule segments; tubular cast formation noted in TEC-injury context) (li2024renaltubularepithelial pages 1-2).
  • Renal microcirculation (endothelial activation and shunting in sepsis) (aguilar2024sepsisassociatedacutekidney pages 2-4).
  • Renal interstitium (inflammation/fibrosis in maladaptive repair) (kung2023acutekidneydisease pages 3-4).

10.5 Chemical entities (examples)

  • Vancomycin and PPIs as HA-AKI risk exposures in non-critical inpatients and DI-AKI cohorts (mekonnen2024hospitalacquiredacutekidney pages 6-8, garcia2024druginducedacutekidney pages 3-5).
  • Colistin as an ICU HA-AKI risk factor (havaldar2024epidemiologicalstudyof pages 1-2).

11) Evidence tables and figures

Mechanistic Domain Key Pathways/Processes Key Genes/Proteins (HGNC) Primary Cell Types (CL) Anatomical Locations (UBERON) Representative Chemicals (CHEBI) Evidence
Regulated Cell Death: Ferroptosis Lipid peroxidation; System Xc- inhibition; Iron metabolism dysregulation; Membrane rupture GPX4, SLC7A11, ACSL4 Kidney tubular epithelial cell (CL:0000653) Proximal convoluted tubule (UBERON:0004134) Iron (CHEBI:18248), Glutathione (CHEBI:16856), Lipid peroxides Li et al. 2024 (li2024renaltubularepithelial pages 2-3, li2024renaltubularepithelial pages 1-2, li2024renaltubularepithelial pages 11-12)
Regulated Cell Death: Necroptosis RIPK1-RIPK3 signaling; MLKL phosphorylation/oligomerization; "Necroinflammation" RIPK1, RIPK3, MLKL Kidney tubular epithelial cell (CL:0000653) Renal tubule (UBERON:0001231) TNF-alpha (CHEBI:132922) Li et al. 2024 (li2024renaltubularepithelial pages 2-3, li2024renaltubularepithelial pages 13-14)
Inflammation & Pyroptosis NLRP3 inflammasome activation; STING-mtROS axis; Gasdermin pore formation; Cytokine release NLRP3, GSDMD, CASP1, TMEM173 (STING) Kidney tubular epithelial cell; Macrophage (CL:0000235) Renal interstitium (UBERON:0001233) IL-1beta, IL-18, Lipopolysaccharide (CHEBI:16412) Li et al. 2024 (li2024renaltubularepithelial pages 13-14, li2024renaltubularepithelial pages 16-16)
Mitochondrial & Metabolic Reprogramming Defective Fatty Acid Oxidation (FAO); Shift to Glycolysis; Mitochondrial fission/fusion; Mitophagy failure CPT1A, PPARA, PKM, PINK1, PRKN Proximal straight tubule epithelial cell (CL:0002306) Mitochondrion (GO:0005739) in Kidney (UBERON:0002113) Fatty acids (CHEBI:35366), Lactate (CHEBI:24996), ATP (CHEBI:15422) Cao et al. 2025 (cao2025mitochondrialdysfunctionand pages 4-6); Li et al. 2024 (li2024renaltubularepithelial pages 16-16)
Microvascular & Endothelial Dysfunction Glycocalyx degradation; Endothelial activation; Leukocyte adhesion; Microthrombosis; Capillary shunting VCAM1, ICAM1, SELE (Selectins) Endothelial cell (CL:0000115) Glomerular capillary (UBERON:0004642); Peritubular capillary Nitric oxide (CHEBI:16480), VEGF Aguilar et al. 2024 (aguilar2024sepsisassociatedacutekidney pages 2-4, aguilar2024sepsisassociatedacutekidney pages 10-11)
Nephrotoxicity (Drug-Induced) Acute Tubular Necrosis (ATN); Acute Interstitial Nephritis (AIN); Intratubular crystal deposition; Oxidative stress SLC22A6 (OAT1 - implied), LRP2 (Megalin - implied) Kidney tubular epithelial cell Renal tubule; Renal interstitium Vancomycin (CHEBI:9948), Cisplatin (CHEBI:27899), Contrast media Garcia et al. 2024 (garcia2024druginducedacutekidney pages 1-2, garcia2024druginducedacutekidney pages 2-3, garcia2024druginducedacutekidney pages 6-8)
Maladaptive Repair & Fibrosis G2/M cell cycle arrest; Pericyte-to-myofibroblast transition; Epigenetic hypermethylation TGFB1, RASAL1, ACTA2 (alpha-SMA) Kidney pericyte (CL:0000669); Myofibroblast Renal interstitium 5-azacytidine (CHEBI:2704 - experimental reversal) Kung et al. 2023 (kung2023acutekidneydisease pages 3-4)

Table: This table summarizes the core pathophysiological domains of HA-AKI, detailing key pathways, molecular players, affected cell types, and anatomical sites, along with associated chemical entities and supporting evidence from recent literature.

A schematic figure summarizing adaptive vs maladaptive TEC repair trajectories (Figure 1, Li et al. 2024) is available (li2024renaltubularepithelial media 407547cb).


12) Limitations of the evidence base retrieved here

  • PMIDs were not present in the full-text excerpts retrieved for most 2023–2024 papers, so citations here use DOI + publication month/year from the papers themselves (aguilar2024sepsisassociatedacutekidney pages 2-4, li2024renaltubularepithelial pages 1-2, havaldar2024epidemiologicalstudyof pages 1-2). A PubMed lookup step would be required to attach PMIDs systematically.
  • Some mechanistic themes (e.g., STING/ER stress axis) are represented in the retrieved corpus primarily through sepsis-focused materials rather than HA-AKI-specific cohorts; nevertheless, sepsis is a major HA-AKI etiology in hospital settings (havaldar2024epidemiologicalstudyof pages 1-2, aguilar2024sepsisassociatedacutekidney pages 2-4).

Key source URLs (most used, 2023–2024)

  • Esposito et al., Clinical Kidney Journal (Jul 2024): https://doi.org/10.1093/ckj/sfae231 (esposito2024recognitionpatternsof pages 1-2, esposito2024recognitionpatternsof pages 4-6)
  • Havaldar et al., Scientific Reports (Nov 2024): https://doi.org/10.1038/s41598-024-79533-6 (havaldar2024epidemiologicalstudyof pages 1-2)
  • Li et al., eBioMedicine (Sep 2024): https://doi.org/10.1016/j.ebiom.2024.105294 (li2024renaltubularepithelial pages 1-2, li2024renaltubularepithelial media 407547cb)
  • Palmowski et al., Annals of Intensive Care (Jul 2024): https://doi.org/10.1186/s13613-024-01349-4 (palmowski2024predictiveenrichmentfor pages 1-2)
  • Fu et al., BMC Medicine (Sep 2024): https://doi.org/10.1186/s12916-024-03639-x (fu2024effectofelectronic pages 1-2)
  • Garcia et al., Frontiers in Medicine (Oct 2024): https://doi.org/10.3389/fmed.2024.1459170 (garcia2024druginducedacutekidney pages 3-5)
  • Mekonnen et al., IJNRD (Apr 2024): https://doi.org/10.2147/IJNRD.S454987 (mekonnen2024hospitalacquiredacutekidney pages 1-2)
  • Kung & Chou, Kidney Research and Clinical Practice (Nov 2023): https://doi.org/10.23876/j.krcp.23.001 (kung2023acutekidneydisease pages 1-3)

References

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