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Open AccessJournal ArticleDOI

Discovery and validation of cell cycle arrest biomarkers in human acute kidney injury.

Kianoush Kashani, +40 more
- 06 Feb 2013 - 
- Vol. 17, Iss: 1, pp 1-12
TLDR
Two novel markers for AKI have been identified and validated in independent multicenter cohorts and are superior to existing markers, provide additional information over clinical variables and add mechanistic insight into AKI.
Abstract
Introduction: Acute kidney injury (AKI) can evolve quickly and clinical measures of function often fail to detect AKI at a time when interventions are likely to provide benefit. Identifying early markers of kidney damage has been difficult due to the complex nature of human AKI, in which multiple etiologies exist. The objective of this study was to identify and validate novel biomarkers of AKI. Methods: We performed two multicenter observational studies in critically ill patients at risk for AKI - discovery and validation. The top two markers from discovery were validated in a second study (Sapphire) and compared to a number of previously described biomarkers. In the discovery phase, we enrolled 522 adults in three distinct cohorts including patients with sepsis, shock, major surgery, and trauma and examined over 300 markers. In the Sapphire validation study, we enrolled 744 adult subjects with critical illness and without evidence of AKI at enrollment; the final analysis cohort was a heterogeneous sample of 728 critically ill patients. The primary endpoint was moderate to severe AKI (KDIGO stage 2 to 3) within 12 hours of sample collection. Results: Moderate to severe AKI occurred in 14% of Sapphire subjects. The two top biomarkers from discovery were validated. Urine insulin-like growth factor-binding protein 7 (IGFBP7) and tissue inhibitor of metalloproteinases-2 (TIMP-2), both inducers of G1 cell cycle arrest, a key mechanism implicated in AKI, together demonstrated an AUC of 0.80 (0.76 and 0.79 alone). Urine [TIMP-2]·[IGFBP7] was significantly superior to all previously described markers of AKI (P 0.72. Furthermore, [TIMP2]·[IGFBP7] significantly improved risk stratification when added to a nine-variable clinical model when analyzed using Cox proportional hazards model, generalized estimating equation, integrated discrimination improvement or net reclassification improvement. Finally, in sensitivity analyses [TIMP-2]·[IGFBP7] remained significant and superior to all other markers regardless of changes in reference creatinine method.

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Citations
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Acute kidney injury

TL;DR: Evidence suggests that patients who have had acute kidney injury are at increased risk of subsequent chronic kidney disease, and new diagnostic techniques (eg, renal biomarkers) might help with early diagnosis.
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Balanced Crystalloids versus Saline in Critically Ill Adults

TL;DR: The use of balanced crystalloids for intravenous fluid administration resulted in a lower rate of the composite outcome of death from any cause, new renal‐replacement therapy, or persistent renal dysfunction than the use of saline among critically ill adults.
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A Unified Theory of Sepsis-Induced Acute Kidney Injury: Inflammation, microcirculatory dysfunction, bioenergetics and the tubular cell adaptation to injury

TL;DR: It is proposed that the interplay between inflammation and oxidative stress, microvascular dysfunction, and the adaptive response of the tubular epithelial cell to the septic insult is mostly adaptive in origin, that it is driven by mitochondria, and that it ultimately results in and explains the clinical phenotype of sepsis-induced AKI.
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Global epidemiology and outcomes of acute kidney injury

TL;DR: The global epidemiology of acute kidney injury is described and the influence of modifiable and non-modifiable AKI risk factors, delayed diagnosis, variation in diagnostic criteria and disparities in access to health care are also discussed.
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TL;DR: An ideal text for an upper-level undergraduate or first-year graduate course, Nonparametric Statistical Methods, Second Edition is also an invaluable source for professionals who want to keep abreast of the latest developments within this dynamic branch of modern statistics.
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