Early biomarker-based prediction of imminent AKI followed by implementation of KDIGO care bundle reduced AKI severity, postoperative creatinine increase, length of ICU, and hospital stay in patients after major noncardiac surgery.
Common single-nucleotide polymorphisms (SNPs) are predicted to collectively explain 40–50% of phenotypic variation in human height, but identifying the specific variants and associated regions requires huge sample sizes1. Here, using data from a genome-wide association study of 5.4 million individuals of diverse ancestries, we show that 12,111 independent SNPs that are significantly associated with height account for nearly all of the common SNP-based heritability. These SNPs are clustered within 7,209 non-overlapping genomic segments with a mean size of around 90 kb, covering about 21% of the genome. The density of independent associations varies across the genome and the regions of increased density are enriched for biologically relevant genes. In out-of-sample estimation and prediction, the 12,111 SNPs (or all SNPs in the HapMap 3 panel2) account for 40% (45%) of phenotypic variance in populations of European ancestry but only around 10–20% (14–24%) in populations of other ancestries. Effect sizes, associated regions and gene prioritization are similar across ancestries, indicating that reduced prediction accuracy is likely to be explained by linkage disequilibrium and differences in allele frequency within associated regions. Finally, we show that the relevant biological pathways are detectable with smaller sample sizes than are needed to implicate causal genes and variants. Overall, this study provides a comprehensive map of specific genomic regions that contain the vast majority of common height-associated variants. Although this map is saturated for populations of European ancestry, further research is needed to achieve equivalent saturation in other ancestries.
Rodent ClC-K1 and ClC-K2, and their respective human orthologs ClCKA and ClCKB, are chloride channels specific to the kidney (and inner ear); Barttin is their functionally important subunit. ClC-K1 is predominantly localized to the thin ascending limb of the loop of Henle. ClC-K2 is expressed more broadly in the distal nephron; expression levels are highest along the thick ascending limb of the loop of Henle and distal convoluted tubule. Expression of ClC-K1 is upregulated by dehydration and downregulated by the diuretic furosemide, whereas expression of ClC-K2 is upregulated by furosemide and downregulated by high salt levels. ClCKA is important for maintenance of the corticomedullary osmotic gradient and the kidney's capacity to concentrate urine. If its ortholog, ClC-K1, is nonfunctional in mice, renal diabetes insipidus develops. ClCKB is a key determinant of tubular reabsorption of chloride and electrolytes along the distal tubule. A severe salt-losing tubulopathy (Bartter syndrome type III) develops if ClCKB is nonfunctional, whereas a common genetic variant of the CLCNKB gene that leads to increased activity of ClCKB results in salt-dependent hypertension. Disruption of the gene encoding Barttin, BSND, results in a 'double knockout' of the functions of both ClCKA and ClCKB, manifesting as Bartter syndrome type IV with sensorineural deafness and an especially severe salt-losing phenotype.
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