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1.
Blood ; 108(2): 749-55, 2006 Jul 15.
Article in English | MEDLINE | ID: mdl-16537799

ABSTRACT

Algorithms for grading acute graft-versus-host disease (GVHD) are inaccurate in assessing mortality risk. We developed a method to predict mortality by using data from 386 patients with acute GVHD. From the onset of GVHD to day 100, GVHD manifestations were scored for the skin, liver, and upper and lower gastrointestinal tract, and data were recorded for immunosuppressive treatment, performance, and fever. Logistic regression models predicting nonrelapse mortality (NRM) at day 200 were developed with data from 193 randomly selected patients and then validated in the remaining 193 patients. Clinical parameters were grouped to optimize predictive accuracy measured as the area under a receiver-operator characteristic (ROC) curve. The optimal model included the total serum bilirubin concentration, oral intake, need for treatment with prednisone, and performance score. When the overall burden of GVHD was measured by using average Acute GVHD Activity Index (aGVHDAI) scores for each patient in training and validation data sets, areas under ROC curves were 0.87 and 0.85, respectively. Contour lines were generated to reflect the predicted NRM at day 200 as a function of current aGVHDAI scores. These results demonstrate that clinical manifestations of GVHD severity can be used to accurately predict the risk of NRM in real time.


Subject(s)
Graft vs Host Disease/diagnosis , Graft vs Host Disease/mortality , Hematopoietic Stem Cell Transplantation/mortality , Myeloablative Agonists/administration & dosage , Predictive Value of Tests , Severity of Illness Index , Acute Disease , Adolescent , Adult , Algorithms , Bilirubin/blood , Child , Child, Preschool , Graft vs Host Disease/pathology , Hematopoietic Stem Cell Transplantation/adverse effects , Hematopoietic Stem Cell Transplantation/methods , Humans , Infant , Middle Aged , Prednisone/therapeutic use , Prognosis , ROC Curve , Survival Rate , Transplantation Conditioning/adverse effects , Transplantation Conditioning/methods
2.
Kidney Int ; 67(1): 272-7, 2005 Jan.
Article in English | MEDLINE | ID: mdl-15610251

ABSTRACT

BACKGROUND: Survival after myeloablative therapy followed by hematopoietic cell transplant (HCT) is limited by substantial treatment-related toxicities. Acute renal failure (ARF) develops in 25% to 50% of patients after HCT. METHODS: One hundred forty-seven patients were followed prospectively from time of transplant. ARF was defined as a doubling of baseline serum creatinine at any time during the first 100 days post-transplant. We conducted a nested case-control study to identify precipitants of ARF. For each person who developed ARF, 2 controls were selected at random from patients who had not developed ARF as of that time. An exposure period was defined for each case as the 2 weeks prior to the day on which the matched case met the criteria for ARF. The risk of ARF in relation to demographic and anthropometric characteristics, and to types of treatment and comorbidity, was examined using univariable and multivariable conditional logistic regression models. Odds ratios for the associations with ARF were estimated, taking into account the matching. RESULTS: Fifty-three patients (36%) developed ARF at a median of 33 days after transplant (range 1 to 97). Elevated risks were observed in patients who received liposomal amphotericin (OR 6.58; 95%CI 1.45-29.95) and conventional (OR 3.60; 95%CI 0.79-16.55), and in those patients with sinusoidal obstruction syndrome (SOS) (previously termed veno-occlusive disease) (OR 9.37; 95%CI 2.29-38.38). For every 0.1 mg/dL increase in baseline serum Cr, the risk of ARF decreased by 30%. Neither total body irradiation (TBI) dose, levels of metabolites of cyclophosphamide, sepsis, acute graft versus host disease (GVHD), nor cyclosporine (CSA) levels was associated with an increased risk of ARF. CONCLUSION: The cumulative incidence of ARF after HCT remains high. Amphotericin use during the 2-week exposure period and presence of hepatic sinuosoidal injury increased the risk of ARF within the first 100 days after HCT. Higher levels of serum creatinine at baseline were associated with a lower risk of ARF.


Subject(s)
Acute Kidney Injury/etiology , Hematopoietic Stem Cell Transplantation/adverse effects , Acute Kidney Injury/epidemiology , Adolescent , Adult , Amphotericin B/administration & dosage , Amphotericin B/adverse effects , Case-Control Studies , Child , Child, Preschool , Creatinine/blood , Female , Hematologic Neoplasms/therapy , Humans , Liposomes , Male , Middle Aged , Odds Ratio , Prospective Studies , Risk Factors , Transplantation Conditioning
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