Amplification of 1q21 Is Associated with Poor Outcome after Treatment with Bortezomib in Relapsed/Refractory Multiple Myeloma.

Blood ◽  
2006 ◽  
Vol 108 (11) ◽  
pp. 3398-3398 ◽  
Author(s):  
Johannes Drach ◽  
Verena Sagaster ◽  
Victoria Odelga ◽  
Hannes Kaufmann ◽  
Jutta Ackermann ◽  
...  

Abstract Bortezomib is an active agent for treatment of multiple myeloma (MM) and may even be effective in patients (pts) with adverse prognostic factors including unfavorable cytogenetic abnormalities. However, it is unknown whether or not bortezomib may overcome the negative prognostic impact of a CKS1B gene amplification at chromosome 1q21 (amp1q21), which has recently been reported as a negative prognostic factor even in the setting of a total therapy approach. We therefore evaluated chromosome 1q21 among other abnormalities in 46 pts with relapsed/refractory MM who were treated with single-agent bortezomib (1.3 mg/m2 on days 1, 4, 8, and 11 every 3 weeks). Median age of pts was 63 years (range, 40 – 82 ) and median time to bortezomib therapy was 40 months (median number of prior therapies: 3; 96% of pts had high-dose pulsed dexamethasone, 61% thalidomide, 85% alkylating agents, and 41% high-dose melphalan). A response to bortezomib was noted in 45% of pts, with 17% of pts achieving a CR/near CR. Amp1q21 as determined by interphase FISH was observed in 20 of the 46 pts (43.5%). Treatment outcome after bortezomib was negatively affected by presence of amp1q21: The overall response rate was 30% (versus 58% in pts with normal 1q21; P = .06) and the CR/near-CR rate was 10% (versus 23%). Moreover, amp1q21 was associated with shortened time to treatment failure (median, 2.4 versus 6.6 months; P = .043) and overall survival (OS) (median, 4.4 versus 19.8 months; P = .003) compared to pts with normal 1q21. Beta-2-microglobulin and 14q32 translocations were unrelated to treatment outcome with bortezomib. In contrast, median OS was short in the presence of low serum albumin (4.8 versus 17.8 months; P = .036) and deletion of 13q14 (6.7 months versus median not yet reached; P = .06). Using amp1q21, low serum albumin, and deletion of 13q14 as risk factors, patients with significantly different median OS after bortezomib treatment were discriminated: Pts with ≥ 2 risk factors had a median OS of only 4.9 months as opposed to pts with 1 risk factor (median OS 16.5 months) or without any risk factor (median OS not yet reached) (P = .004). In conclusion, FISH-defined amp1q21 is a strong adverse prognostic factor for pts with relapsed/refractory MM treated with single-agent bortezomib. We are currently investigating whether or not bortezomib combinations may be more effective in MM pts with amp1q21.

Blood ◽  
2015 ◽  
Vol 126 (23) ◽  
pp. 5306-5306
Author(s):  
Chia-Jen Liu ◽  
Pei Hsu ◽  
Ting-Wei Lin ◽  
Jyh-Pyng Gau ◽  
Liang-Tsai Hsiao ◽  
...  

Abstract Background The overall survival of patients with multiple myeloma has been improved greatly over the last two decades with the advances of treatment. Several studies reported that this improvement in survival has been ascribed to the broader use of novel drugs and autologous tandem transplantation. However, there were still a certain portion of myeloma patients died early after diagnosis. We therefore aim to investigate the risk factors of early mortality (death within 60 days after diagnosis) in patients with multiple myeloma. Patients and Methods We included in this study 451 consecutive patients with multiple myeloma, newly diagnosed at an Asian tertiary medical center between January 1, 2002 and April 30, 2015. A total 57 subjects who developed early mortality were identified. Risk factors for early mortality in myeloma patients were collected and analyzed. Results Compared with non-early mortality myeloma patients, early mortality patients had higher probability of being male, primary plasma cell leukemia, low platelet count, low serum albumin, high corrected serum calcium, high serum creatinine, high LDH, high serum β2-microglobulin, poor performance status, and high ISS stage. With multivariate analysis, we found that male (adjusted OR 2.93, 95% CI 1.17-7.31), serum albumin < 3.5g/dl (adjusted OR 2.76, 95% CI 1.17-6.52), corrected serum calcium ≥ 12mg/dl (adjusted OR 3.56, 95% CI 1.47-8.63) and LDH ≥ 250U/L (adjusted OR 3.30, 95% CI 1.62-6.74) were significant risk factors of early mortality. Pneumonia represented as the leading cause of early mortality in myeloma patients (n = 18, 31.5%), followed by renal failure (n = 7, 12.2%). Conclusion Early mortality rate is high (12.6%) in patients with multiple myeloma. Patients of male gender, low serum albumin, high corrected serum calcium and LDH are at risk of early mortality. More than one third myeloma patients (21 out of 57) who developed early mortality are died of infection. Identifying the risk group and providing prompt intervention, such as prophylaxis antibiotics, may reduce the incidence rate of early mortality and improve the life expectancy of myeloma patients. Disclosures No relevant conflicts of interest to declare.


Blood ◽  
2005 ◽  
Vol 106 (11) ◽  
pp. 509-509 ◽  
Author(s):  
Johannes Drach ◽  
E. Kuenburg ◽  
Verena Sagaster ◽  
Niklas Zojer ◽  
Hannes Kaufmann ◽  
...  

Abstract Presence of a chromosome 13q-deletion confers a poor prognosis to patients with multiple myeloma (MM) irrespective of the treatment modality (standard-dose chemotherapy, high-dose melphalan with autologous transplantation, allogeneic transplantation, thalidomide), which underlines the need for effective therapy in this high-risk MM patient population. Bortezomib (B) is the first compound of a new class of agents - the proteasome inhibitors - showing activitiy in relapsed and chemotherapy-refractory MM. Preliminary evidence suggests that B may also be active in MM with unfavorable standard prognostic factors. Therefore, the aim of our investigation was to study the activity of B in relapsed MM in the context of chromosomal aberrations (in particular deletion of chromosome 13q14 [del(13q14)] and 14q-translocations [t(14q32)]) as detected by interphase fluorescence in situ hybridization (FISH). Up to now, 52 patients with relapsed/refractory MM (47 after ≥2 lines of prior therapy) were treated with B (1.3 mg/m2 on days 1, 4, 8, 11; q21 days). Patients not achieving at least a minor response to single-agent B were treated with B plus dexamethasone (DEX; 8–20mg); subsequently, melphalan (10 mg/m2) or doxorubicin (9 mg/m2) was added to B/DEX treatment. To date 44 patients are evaluable for response, time to treatment failure (TTF), overall survival (OS), and association with prognostic factors. 23 evaluable patients (52%) experienced an objective response, with 8 patients (18%) achieving a CR/near-CR (&gt;90% paraprotein reduction), 12 patients (27%) achieving a PR (50 – 90% paraprotein reduction), and 3 patients (75) showing a MR (25 – 50% paraprotein reduction). Median time to response was 3 weeks (range, 3 – 9 weeks). According to FISH, 22 patients (50%) had a del(13q14). B was effective for remission induction in both del(13q14) MM patients (18% CR/nearCR, 18% PR, 5% MR) and 13q-normal patients (18% CR/nearCR, 36% PR); however, median TTF (2.6 versus 6.7 months) and median OS (6.1 months versus not yet reached; P = .047) were shorter for del(13q14) patients compared to 13q-normal patients. Of note, failure to respond to B and short OS was observed in 2 patients with del(13q14) and concomitant amplification of CKS1B (1q21). Additional studies regarding 1q21 are in progress. Remission rates, TTF, and OS were similar in patients with and without a t(14q32). One patient with a t(4;14)(p16;q32) responded not only to single agent B with a remission lasting for 7 months, but later also responded to B/DEX and the B/DEX/chemotherapy combination with remissions lasting for several months each. On the other hand, only one of 5 patients with a t(11;14)(q13;q32) achieved a response (MR) to B. Beta-2-microglobulin did not influence treatment outcome after B. Significantly shortened OS following B treatment was noted in MM patients with serum albumin &lt;3.5 g/dl (4.7 months versus median not yet reached) and bone marrow plasma cells &gt;50% (6.4 months versus not yet reached). In conclusion, B is an effective salvage treatment for MM patients with relapsed/refractory MM, even in those with prognostically adverse cytogenetic features such as del(13q14). Due to the still short TTF and OS, MM patients with adverse prognostic indicators (unfavorable cytogenetics, low serum albumin, high bone marrow plasma cell infiltration) may derive a particular benefit from combining B with other anti-MM agents.


2021 ◽  
pp. 106002802199276
Author(s):  
Tatsuo Kataoka ◽  
Hiroshi Sakurashita ◽  
Kazuya Kajikawa ◽  
Yasuyuki Saeki ◽  
Takanori Taogoshi ◽  
...  

Background In high-dose methotrexate (HD-MTX) therapy, delayed elimination of MTX from plasma leads to severe adverse effects. However, the risk factors for the delayed elimination of plasma MTX are still unclear. Objective The purpose of this study was to investigate the factors related to the delayed MTX elimination in HD-MTX monotherapy. Methods This retrospective study was performed on patients who received HD-MTX monotherapy between April 2009 and March 2019 at the Hiroshima University Hospital. Patients were divided into a “Normal” and a “Delayed” group according to their MTX plasma concentration at 48 or 72 hours after administration. Patient characteristics, dose of HD-MTX, MTX plasma concentration, and adverse effects were analyzed and compared between the 2 groups. Results A total of 74 patients were included in this study. Logistic analysis of patient baseline characteristics was performed to identify risk factors for delayed MTX elimination. Serum albumin (ALB) was detected as a risk factor. Univariate and multivariate analysis revealed that low ALB level (<3.7 g/dL) and type of cancer were associated with delayed MTX elimination (univariate analysis: odds ratio [OR] = 6.00, P = 0.004, and OR = 4.33, P = 0.039, respectively; multivariate analysis: adjusted OR [AOR] = 6.45, P = 0.006, and AOR = 8.11, P = 0.018, respectively). Adverse effects were not significantly different between the 2 groups, excluding renal impairment. Conclusions and Relevance Our study showed that low ALB is a risk factor for delayed MTX elimination in HD-MTX monotherapy. Pharmacokinetic analysis is needed to establish the dose of HD-MTX in patients with a low ALB level.


2010 ◽  
Vol 49 (21) ◽  
pp. 2283-2288 ◽  
Author(s):  
Naoyuki Tominaga ◽  
Ryo Shimoda ◽  
Ryuichi Iwakiri ◽  
Nanae Tsuruoka ◽  
Yasuhisa Sakata ◽  
...  

2021 ◽  
Vol 20 (1) ◽  
Author(s):  
Lifang Chen ◽  
Yingbao Huang ◽  
Huajun Yu ◽  
Kehua Pan ◽  
Zhao Zhang ◽  
...  

AbstractBackgroundHypertriglyceridemia has arisen as the third leading cause of acute pancreatitis. This study aimed at exploring the association between the severity of hypertriglyceridemia-induced pancreatitis (HTGP) and computed tomography (CT)-based body composition parameters and laboratory markers.MethodsLaboratory and clinical parameters were collected from 242 patients with HTGP between 2017 and 2020. Severity of HTGP was evaluated by original or modified CT severity index. Body composition parameters such as area and radiodensity of muscle, subcutaneous adipose tissue and visceral adipose tissue were calculated by CT at the level of third lumbar vertebra. Parameters were compared between mild and moderately severe to severe HTGP. Uni-variate and multi-variate Logistic regression analyses were employed to assess the risk factors of the severity of HTGP.ResultsSeventy patients (28.9%) presented with mild HTGP. Body mass index, waist circumference and all CT-based body composition parameters differed between male and female patients. None was associated with the severity of HTGP, neither in males nor in females. Receiver operating characteristic curves showed that areas under the curves of apolipoprotein A-I and albumin to predict the severity of HTGP were 0.786 and 0.759, respectively (allP < 0.001). Uni-variate and further multi-variate Logistic regression analysis confirmed that low serum albumin (< 35 g/L,P = 0.004, OR = 3.362, 95%CI = 1.492–8.823) and apolipoprotein A-I (< 1.1 g/L,P < 0.001, OR = 5.126, 95%CI = 2.348–11.195), as well as high C-reactive protein (> 90 mg/L,P = 0.005, OR = 3.061, 95%CI = 1.407–6.659) and lipase (P = 0.033, OR = 2.283, 95%CI = 1.070–4.873) were risk factors of moderately severe to severe HTGP. Levels of albumin, apolipoprotein A-I, C-reactive protein and lipase were also associated with the length of hospital stay (allP < 0.05). Besides, low serum albumin, low-density lipoprotein cholesterol and high radiodensity of subcutaneous adipose tissue were significant risk factors of pancreatic necrosis in patients with HTGP (allP < 0.05).ConclusionsLow serum albumin and apolipoprotein A-I, and high C-reactive protein and lipase upon admission were associated with a more severe type of HTGP and longer hospital stay for these patients. Albumin and apolipoprotein A-I may serve as novel biomarkers for the severity of HTGP. However, none of the body composition parameters was associated with the severity of HTGP.


2021 ◽  
Vol 10 ◽  
Author(s):  
Xiaolei Wei ◽  
Jingxia Zheng ◽  
Zewen Zhang ◽  
Qiongzhi Liu ◽  
Minglang Zhan ◽  
...  

The prognostic value of albumin changes between diagnosis and end-of-treatment (EoT) in diffuse large B-cell lymphoma (DLBCL) remains unknown. We retrospectively analyzed 574 de novo DLBCL patients treated with R-CHOP from our and two other centers. All patients were divided into a training cohort (n = 278) and validation cohort (n = 296) depending on the source of the patients. Overall survival (OS) and progression-free survival (PFS) were analyzed by the method of Kaplan–Meier and Cox proportional hazard regression model. In the training cohort, 163 (58.6%) patients had low serum albumin at diagnosis, and 80 of them were present with consecutive hypoalbuminemia at EoT. Patients with consecutive hypoalbuminemia showed inferior OS and PFS (p = 0.010 and p = 0.079, respectively). Similar survival differences were also observed in the independent validation cohort (p = 0.006 and p = 0.030, respectively). Multivariable analysis revealed that consecutive hypoalbuminemia was an independent prognostic factor OS [relative risk (RR), 2.249; 95% confidence interval (CI), 1.441–3.509, p &lt; 0.001] and PFS (RR, 2.001; 95% CI, 1.443–2.773, p &lt; 0.001) in all DLBCL patients independent of IPI. In conclusion, consecutive hypoalbuminemia is a simple and effective adverse prognostic factor in patients with DLBCL, which reminds us to pay more attention to patients with low serum albumin at EoT during follow-up.


Blood ◽  
2020 ◽  
Vol 136 (Supplement 1) ◽  
pp. 47-48
Author(s):  
Xue-Han Mao ◽  
Yan Xu ◽  
Yuting Yan ◽  
Jiahui Liu ◽  
Huishou Fan ◽  
...  

Background and Objective: Multiple myeloma (MM) is characterized with significant cytogenetic changes and complex tumor microenvironment, thus patient survival is extremely heterogeneous. Various disease-related or patient-related factors affect the prognosis of patients. This study tried to analyze the prognostic indicators of patients with newly-treated MM, especially explored the prognosis of multiple cytogenetic abnormalities and the ratio of lymphocytes to monocytes (LMR). Additionally, we established a comprehensive prognostic model to help determine the patient prognosis. Methods: After screening, 603 patients of untreated MM from January 2008 to June 2017, with complete baseline indicators were enrolled into the study. By univariate and multivariate Cox analysis, risk factors related to the prognosis of patients were evaluated, and a weighted prognosis model was established to compare the survival differences of patients in each risk stratification. Result: Optimal thresholds of ALC, LWR, NLR and LMR were determined by ROC curve and Youdex index: ALC = 1.415, LWR = 0.325, NLR = 1.935, LMR = 2.95. Survival analysis showed that patients with LMR ≤ 2.95, ALC ≥ 1.415 and LWR ≥ 0.325 had significantly better survival compared with their respective control groups. Cox multivariate analysis showed that among the four indicators, only LMR≤2.95 was an independent adverse prognostic factor for overall survival (OS)(Figure 1A). 17p deletion, 1q21 amplification, t (4; 14) / t (14; 16) were define as high-risk cytogenetic abnormalities (HRA). Of the 603 patients, about 60% were associated with at least one high-risk cytogenetic event. Among them, the occurrence of cumulative 0, 1, 2, and 3 HRA were 39.6% (239/603), 42.5% (256/603), 16.6% (100/603), and 1.3% (8/603), respectively. There was no significant difference in survival among patients with same number of HRAs. The median OS of patients with 0, 1 and ≥ 2 HRA were not reached, 62.1 months (95% CI, 49.3-74.9) and 30.4 months (95% CI, 24.5-36.3), respectively (p &lt;0.001)(Figure 1B).Final Cox regression model showed that age 65 ~ 74 (HR=1.77, 95%CI, 1.24-2.51, p=0.001), age ≥75 (HR=2.46, 95%CI, 1.69-3.58, p &lt; 0.001), LDH≥247 U/L (HR =1.65, 95%CI, 1.07-2.51, p=0.023), ISS stage III (HR=1.76, 95%CI, 1.24-2.50, p=0.002), LMR≤2.95 (HR=1.53, 95%CI, 1.08-2.18, p=0.017), 1 HRA (HR=1.87, 95%CI, 1.27-2.75, p=0.002) and ≥2 HRA (HR=3.48, 95%CI, 2.22-5.45, p&lt;0.001) are independent adverse prognostic factors for OS. Then weighted risk factors were summed to establish a comprehensive prognosis model, with a total score range of 0-6 points. Accordingly, the whole cohort was divided into low risk (0-1 points, 45.4%), intermediate risk (2 points, 27.9%), high risk (3 points, 19.2%) and ultra-high risk (4-6 points, 7.5 %) groups. The median OS of the four risk groups were 85.8 months (67.1-104.5), 49.0 months (44.7-53.3), 35.4 months (31.3-39.5), and 23.2 months (18.8-27.6), respectively (p&lt;0.001). The C-statistics of this prognostic model is 0.68 (95% CI, 0.64-0.71), which is significantly better than the D-S stage (C-statistics = 0.52, 95% CI, 0.50-0.55, p &lt;0.001), ISS (C-statistics = 0.60, 95% CI, 0.57-0.64, p &lt;0.001) and R-ISS stage (C-statistics = 0.60, 95% CI, 0.57-0.63, p &lt;0.001). Bootstrap resampling and calibration curve showed that the model has an accurate predictive effect on both short-term and long-term prognosis of patients(Figure 1C). Conclusion: In our analysis, ALC, LWR, LMR were associated with poor prognosis in NDMM patients, while NLR had no significant prognostic significance. Among the four indicators, LMR≤2.95 was the only independent prognostic factor. In NDMM patients, survival of patients with the same number of high-risk cytogenetic abnormalities were comparable with each other, regardless of whichever combination of HRA. Higher number of high-risk cytogenetic abnormalities were associated with worse prognosis. Cox multivariate analysis showed that, old age (65-74 years old, ≥75 years old), increased LDH (≥247 U/L), decreased LMR (≤2.95), ISS III, 1 HRA and ≥ 2 HRA were independent adverse prognostic factors that affect the OS of MM patients. 4. A comprehensive weighted prognostic model was established with the above factors, which was proved to effectively distinguish different prognosis of patients. Figure 1 Disclosures No relevant conflicts of interest to declare.


2015 ◽  
Author(s):  
Robert Robinson

Introduction: Hospital readmission within 30 days of discharge is a target for health care cost savings through the medicare Value Based Purchasing initiative. Because of this focus, hospitals and health systems are investing considerable resources into the identification of patients at risk of hospital readmission and designing interventions to reduce the rate of hospital readmission. Malnutrition is a known risk factor for hospital readmission. Materials and Methods: All medical patients 65 years of age or older discharged from Memorial Medical Center from January 1, 2012 to March 31, 2012 who had a determination of serum albumin level and total lymphocyte count on hospital admission were studied retrospectively. Admission serum albumin levels and total lymphocyte counts were used to classify the nutritional status of all patients in the study. Patients with a serum albumin less than 3.5 grams/dL and/or a TLC less than 1,500 cells per mm3 were classified as having protein energy malnutrition. The primary outcome investigated in this study was hospital readmission for any reason within 30 days of discharge. Results: The study population included 1,683 hospital discharges with an average age of 79 years. The majority of the patients were female (55.9%) and had a DRG weight of 1.22 (0.68). 219 patients (13%) were readmitted within 30 days of hospital discharge. Protein energy malnutrition was common in this population. Low albumin was found in 973 (58%) patients and a low TLC was found in 1,152 (68%) patients. Low albumin and low TLC was found in 709 (42%) of patients. Kaplan-Meier analysis shows any laboratory evidence of PEM is a significant (p < 0.001) predictor of hospital readmission. Low serum albumin (p < 0.001) and TLC (p = 0.018) show similar trends. Cox proportional-hazards regression analysis showed low serum albumin (Hazard Ratio 3.27, 95% CI: 2.30-4.63) and higher DRG weight (Hazard Ratio 1.19, 95% CI: 1.03-1.38) to be significant independent predictors of hospital readmission within 30 days. Discussion: This study investigated the relationship of PEM to the rate of hospital readmission within 30 days of discharge in patients 65 years of age or older. These results indicate that laboratory markers of PEM can identify patients at risk of hospital readmission within 30 days of discharge. This risk determination is simple and identifies a potentially modifiable risk factor for readmission: protein energy malnutrition.


2020 ◽  
Vol 35 (Supplement_3) ◽  
Author(s):  
Mahesh Kota

Abstract Background and Aims With increasing global burden of cardiovascular diseases and advances in managing them, the number of cardiac surgeries performed in India has been increasing in the last couple of decades.A lot of western data from the last 5 to 10 years say that AKI episodes can cause significant renal damage and progress to chronic kidney disease (CKD) ,however the association between acute kidney injury (AKI) and chronic kidney disease (CKD) remains elusive in cardiac surgery. We investigated the association between postoperative AKI and CKD development, emphasizing the role of AKI in post cardiac surgery patients. Method We observed the incidence of cardiac surgery associated AKI (CSA-AKI), determinants of progressive kidney disease after CSA-AKI and followed the patients with CSA-AKI for three months to find out the incidence of CKD or progressive renal dysfunction. Results 150 consecutive post cardiac surgery patients were included in the study. CSA-AKI incidence was 35.4%[Figure 1].Incidence of AKI was significant with prior AKI episodes(P&lt;0.01) and with pre-existing CKD (P&lt;0.01)[Figure 2].Among intraoperative risk factors for CSA-AKI, need for CPB(P-0.01), prolonged pump time(P-0.01), blood transfusion(P-0.04) and ultrafiltration(P-0.01) during surgery were found to be significant[Figure 3,4].Duration of ICU stay (P&lt;0.01), hospital stay (P&lt;0.01) and death rate (P-0.04) was higher in patients with AKI[Table 1]. Out of 53 patients who developed CSA-AKI, follow up for the progression of renal disease was done for 50 patients, as 3 patients with AKI died during hospital stay. Progressive renal dysfunction (new development of CKD or progressive CKD ) after 90 days was seen in 48% of patients with CSA-AKI. All the risk factors for the progression of renal disease after AKI like increased age, low serum albumin, presence of hypertension, diabetes mellitus, protein loss in urine, severe AKI(KDIGO stage&gt;2) and multi factorial AKI was higher in patients who had progressive renal disease after AKI in the study group, however the relation was not statistically significant[Table 2]. Conclusion AKI is not uncommon after cardiac surgery, progressive renal dysfunction was seen in 48% of patients after CSA-AKI and progressive renal dysfunction was common in those with increased age, low serum albumin, presence of hypertension, diabetes mellitus, protein loss in urine, severe AKI(KDIGO stage&gt;2) and multi factorial AKI. Mean age of patients with AKI in the study group was found to be 61±10 years and for NO AKI group mean age was found to be 58±12 years. This variation was not found to be statistically significant. Among other pre-operative risk factors, though there was some difference in percentage for many risk factors, but the percentage variation was quite significant for subjects with prior AKI episodes and those with existing CKD. The increased incidence of AKI in patients with prior AKI episodes (P&lt;0.01) and in those with pre-existing CKD (P&lt;0.01) was found to be statistically significant. Low socioeconomic status was found to be high in NO AKI group, however this was not found to be statistically significant (P-0.11). When compared to both the groups, duration of stay in ICU (P&lt;0.01), overall duration of hospital stay (P&lt;0.01) and death rate (P-0.04) was higher in AKI group and this variation was found to be statistically significant. All the risk factors for the progression of renal disease after AKI like increased age, low serum albumin, presence of hypertension, diabetes mellitus, protein loss in urine, severe AKI(KDIGO stage&gt;2) and multifactorial AKI was higher in patients who had progressive renal disease after AKI in the study group, however the relation was not statistically significant.


Sign in / Sign up

Export Citation Format

Share Document