title: Prediction of early progression in recently diagnosed IgA nephropathy.
abstract: BACKGROUND
  Most studies of prognosis in IgA nephropathy (IgAN) have tried to predict dichotomous outcomes based on a small number of clinical or semi-quantitative histological variables in large numbers of patients.
  
  
  METHODS
  We pursued a quite different approach. We measured GFR annually for 4-5 years in 22 adult patients with recently diagnosed IgAN. Quantitative morphology was performed on the diagnostic biopsy specimens and baseline glomerular filtration dynamics were performed at study entry. An initial set of 30 plausible predictor variables (half demographic or physiological, half structural) was reduced to 22 using phylogenetic trees. Least-angle regression (LARS) was used to predict the rate of GFR change from these variables
  
  
  RESULTS
  The rate of GFR change ranged from a loss of 41 ml/min/year to a gain of 8.6 ml/min/year. We found an optimum predictor set of five baseline variables: the percentage of glomeruli with global sclerosis, the fractional interstitial area, the serum creatinine, the average tuft volume of non-sclerotic glomeruli and the renal plasma flow.
  
  
  CONCLUSIONS
  The strong predictive relationship of the three structural variables with the slope of GFR in our subjects suggests that even at the time of their initial diagnosis many patients with IgAN already manifest a 'remnant kidney' phenomenon. The distinctive pathophysiological insights derived from this study suggest some of the advantages of intense quantitative investigations applied to a small number of subjects.
authors: Division of Nephrology, Stanford University School of Medicine, Stanford, CA 94305, USA . klemley@chla.usc.edu
authors: Kevin V
authors: KV
authors: Lemley
authors: Richard A
authors: RA
authors: Lafayette
authors: Geraldine
authors: G
authors: Derby
authors: Kristina L
authors: KL
authors: Blouch
authors: Linda
authors: L
authors: Anderson
authors: Bradley
authors: B
authors: Efron
authors: Bryan D
authors: BD
authors: Myers
mesh_terms: D000328:Adult; D018450:Disease Progression; D005260:Female; D005919:Glomerular Filtration Rate; D005922:Glomerulonephritis, IGA / Q000503:physiopathology*; D006801:Humans; D008297:Male; D008875:Middle Aged; D011379:Prognosis; D013997:Time Factors