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Renberg M, Hertzberg D, Rimes-Stigare C, Hallqvist L, Bell M. Advanced chronic kidney disease after surgery and the contribution of acute kidney disease: a national observational cohort study. Br J Anaesth 2024; 132:1238-1247. [PMID: 38553313 DOI: 10.1016/j.bja.2024.02.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 01/23/2024] [Accepted: 02/21/2024] [Indexed: 05/12/2024] Open
Abstract
BACKGROUND Limited knowledge exists regarding long-term renal outcomes after noncardiac surgery. This study investigated the incidence of, and risk factors for, developing advanced chronic kidney disease (CKD) and major adverse kidney events within 1 yr of surgery in a nationwide cohort. METHODS Adults without renal dysfunction before noncardiac surgery in Sweden were included between 2007 and 2013 in this observational multicentre cohort study. We analysed data from a national surgical database linked to several national and quality outcome registries. Associations of perioperative risk factors with advanced CKD (estimated glomerular filtration rate [eGFR] <30 ml min-1 1.73 m-2) and major adverse kidney events within 1 yr (MAKE365, comprising eGFR <30 ml min-1 1.73 m-2, chronic dialysis, death) were quantified. RESULTS Of 237,124 patients, 1597 (0.67%) developed advanced CKD and 16,789 (7.1%) developed MAKE365. Risk factors for advanced CKD included higher ASA physical status, urological surgery, extended surgical duration, prolonged postoperative hospital stay, repeated surgery, and postoperative use of renin-angiotensin-aldosterone system blockers. Advanced acute kidney disease (AKD) (eGFR <30 ml min-1 1.73 m-2 within 90 postoperative days) occurred in 1661 (0.70%) patients and was associated with advanced CKD (subdistribution hazard ratio [SHR] 44.5, 95% confidence interval [CI] 38.7-51.1) and MAKE365 (hazard ratio [HR] 6.60, 95% CI 6.07-7.17). Among patients with advanced AKD after surgery 36% developed advanced CKD at 1 yr after surgery and 51% developed MAKE365. CONCLUSIONS Advanced CKD within 1 yr after surgery is uncommon but clinically important in patients without preoperative renal dysfunction. Advanced AKD after surgery constitutes a major risk factor for advanced CKD and MAKE365.
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Affiliation(s)
- Mårten Renberg
- Department of Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden; Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden.
| | - Daniel Hertzberg
- Department of Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden; Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Claire Rimes-Stigare
- Department of Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden; Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Linn Hallqvist
- Department of Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden; Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
| | - Max Bell
- Department of Perioperative Medicine and Intensive Care, Karolinska University Hospital, Stockholm, Sweden; Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden
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Rodrigues N, Costa C, Branco C, Martins C, Lopes JA. Acute kidney injury in multiple myeloma patients undergoing autologous hematopoietic stem cell transplant: a cohort study. J Nephrol 2024; 37:419-428. [PMID: 38019417 PMCID: PMC11043152 DOI: 10.1007/s40620-023-01809-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 10/14/2023] [Indexed: 11/30/2023]
Abstract
BACKGROUND Autologous hematopoietic stem cell transplant plays an important role in multiple myeloma (MM) treatment. Increasing incidence of MM and growing awareness of acute kidney injury (AKI) as a complication of hematopoietic stem cell transplant results in the need to better understand AKI in these patients. We aimed to evaluate incidence, risk factors and 5-year prognostic impact of AKI in MM patients undergoing autologous hematopoietic stem cell transplant. METHODS Retrospective cohort study. AKI was defined by the KDIGO classification using creatinine and urinary output criteria. We used survival analysis methods considering competing events for risk factors and disease-free survival, Cox proportional regression for overall survival and stepwise regression methods for multivariable models. RESULTS We analyzed data regarding 143 patients. The cumulative incidence of AKI and moderate-to-severe AKI was 49.7% and 14.1%, respectively. Factors with independent impact on AKI were obesity (HR: 1.83, 95% CI 1.07-3.11; p = 0.026), Hematopoietic cell transplantation-specific comorbidity index (HCT-CI) ≥ 2 (HR: 1.85, 95% CI 1.08-3.17), chronic kidney disease (CKD) (HR: 2.06, 95% CI 1.05-4.04), amyloidosis (HR: 2.25, 95% CI 1.25-4.06), mucositis grade 3-4 (HR: 2.19, 95% CI 1.25-3.86) and exposure to nephrotoxic drugs (HR: 2.0856, 95% CI 1.04-4.19). Moderate-to-severe AKI had an impact (HR: 1.62, 95% CI 1.15-2.31) on 5-year overall survival. CONCLUSION Acute kidney injury affects almost half of MM patients undergoing autologous hematopoietic stem cell transplantation, and reduction in urinary output allows early diagnosis in almost a quarter of the patients. Obesity, HCT-CI ≥ 2, CKD, amyloidosis, mucositis grade 3-4 and exposure to nephrotoxic drugs are significant risk factors. Moderate-to-severe AKI is associated with lower 5-year overall survival.
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Affiliation(s)
- Natacha Rodrigues
- Division of Nephrology and Renal Transplantation, Centro Hospitalar Universitário Lisboa Norte, EPE, Avenida Professor Egas Moniz, 1649-035, Lisbon, Portugal.
| | - Claudia Costa
- Division of Nephrology and Renal Transplantation, Centro Hospitalar Universitário Lisboa Norte, EPE, Avenida Professor Egas Moniz, 1649-035, Lisbon, Portugal
| | - Carolina Branco
- Division of Nephrology and Renal Transplantation, Centro Hospitalar Universitário Lisboa Norte, EPE, Avenida Professor Egas Moniz, 1649-035, Lisbon, Portugal
| | - Carlos Martins
- Division of Haematology, Centro Hospitalar Universitário Lisboa Norte, EPE, Lisbon, Portugal
| | - José António Lopes
- Division of Nephrology and Renal Transplantation, Centro Hospitalar Universitário Lisboa Norte, EPE, Avenida Professor Egas Moniz, 1649-035, Lisbon, Portugal
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Walikar BN, Singla D, Tripathi DK, Agrawal S, Talawar P, Mangla M. Incidence, risk factors, and outcomes of acute kidney injury in patients undergoing emergency laparotomy - A prospective observational exploratory study. Indian J Anaesth 2024; 68:170-176. [PMID: 38435649 PMCID: PMC10903769 DOI: 10.4103/ija.ija_675_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2023] [Revised: 10/04/2023] [Accepted: 10/22/2023] [Indexed: 03/05/2024] Open
Abstract
Background and Aims Acute kidney injury (AKI) can occur in post-laparotomy patients, with a variable incidence. This study aimed to determine the incidence of AKI in patients undergoing emergency laparotomy under general anaesthesia, the effect of preoperative variables on the development of AKI, and the association of post-operative AKI with patient outcomes. Methods This prospective exploratory study in patients undergoing emergency laparotomy was followed up for 7 days to determine the incidence of post-operative AKI. We determined the patients developing different severity of AKI based on kidney disease improving global outcome staging. Fisher's exact test or Chi-squared test was used to study the association of demographic variables, and various periopertaive variables on the development of postoperative AKI. The association of AKI with the duration of hospital stay was estimated using the Wilcoxon-Mann-Whitney U Test, and Fisher's exact test was used to study the association between AKI and mortality. Results No patient had AKI in the pre-operative period. On day 3, 18 patients; on day 5, 28 patients; and on day 7, 24 patients developed AKI. Overall, a maximum of 33 patients (out of 100) developed AKI at any time. Our study found that the American Society of Anesthesiologists (ASA) IV and sepsis were independent risk factors for post-operative AKI. Our results also show a moderate-to-high independent association between AKI and duration of hospital stay and mortality (within 30 days). Conclusion Incidence of post-operative AKI following emergency laparotomy was 33%. Higher preoperative ASA physical status and sepsis were significantly associated with postoperative AKI development.
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Affiliation(s)
| | - Deepak Singla
- Department of Anaesthesiology, AIIMS, Rishikesh, Uttarakhand, India
| | | | - Sanjay Agrawal
- Department of Anaesthesiology, AIIMS, Rishikesh, Uttarakhand, India
| | - Praveen Talawar
- Department of Anaesthesiology, AIIMS, Rishikesh, Uttarakhand, India
| | - Mishu Mangla
- Department of Obstetrics and Gynaecology, AIIMS, Bibinagar, Hyderabad, Telangana, India
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Borucki JP, Woods R, Fielding A, Webb LA, Hernon JM, Lines SW, Stearns AT. Postoperative decline in renal function after rectal resection and all-cause mortality: a retrospective cohort study. Colorectal Dis 2023; 25:2225-2232. [PMID: 37803491 DOI: 10.1111/codi.16768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 07/20/2023] [Accepted: 08/14/2023] [Indexed: 10/08/2023]
Abstract
AIM Fluid loss, dehydration and resultant kidney injury are common when a diverting ileostomy is formed during rectal cancer surgery, the consequences of which are unknown. The aim of this retrospective single-site cohort study is to evaluate the impact of sustained postoperative renal dysfunction after rectal resection on long-term renal impairment and survival. METHOD All patients with rectal adenocarcinoma undergoing resection between January 2003 and March 2017 were included, with follow-up to June 2020. The primary outcome was impact on long-term mortality attributed to a 25% or greater drop in estimated glomerular filtration rate (eGFR) following rectal resection. Secondary outcomes were the long-term effect on renal function resulting from the same drop in eGFR and the effect on long-term mortality and renal function of a 50% drop in eGFR. We also calculated the effect on mortality of a 1% drop in eGFR. RESULTS A total of 1159 patients were identified. Postoperative reductions in eGFR of 25% and 50% were associated with long-term overall mortality with adjusted hazard ratios of 1.84 (1.22-2.77) (p = 0.004) and 2.88 (1.45-5.71) (p = 0.002). The median survival of these groups was 86.0 (64.0-108.0) months and 53.3 (7.8-98.8) months compared with 144.5 (128.1-160.9) months for controls. Long-term effects on renal function were demonstrated, with those who sustained a >25% drop in renal function having a 38.8% mean decline in eGFR at 10 years compared with 10.2% in controls. CONCLUSION Persistent postoperative declines in renal function may be linked to long-term mortality. Further research is needed to assess causal relationships and prevention.
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Affiliation(s)
- Joseph P Borucki
- Department of General Surgery, James Paget University Hospitals NHS Foundation Trust, Great Yarmouth, UK
- Sir Thomas Browne Academic Colorectal Unit, Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich, UK
- Norwich Medical School, University of East Anglia, Norwich, UK
- Norwich Surgical Training and Research Academy, Level 3 Centre, Norfolk and Norwich University Hospital, Norwich, UK
| | - Rebecca Woods
- Sir Thomas Browne Academic Colorectal Unit, Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich, UK
- Norwich Surgical Training and Research Academy, Level 3 Centre, Norfolk and Norwich University Hospital, Norwich, UK
| | - Alexandra Fielding
- Sir Thomas Browne Academic Colorectal Unit, Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich, UK
- Norwich Surgical Training and Research Academy, Level 3 Centre, Norfolk and Norwich University Hospital, Norwich, UK
| | - Lucy-Ann Webb
- Sir Thomas Browne Academic Colorectal Unit, Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich, UK
- Norwich Surgical Training and Research Academy, Level 3 Centre, Norfolk and Norwich University Hospital, Norwich, UK
| | - James M Hernon
- Sir Thomas Browne Academic Colorectal Unit, Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich, UK
- Norwich Medical School, University of East Anglia, Norwich, UK
- Norwich Surgical Training and Research Academy, Level 3 Centre, Norfolk and Norwich University Hospital, Norwich, UK
| | - Simon W Lines
- Department of Nephrology, St Bernard's Hospital, Gibraltar, Gibraltar
| | - Adam T Stearns
- Sir Thomas Browne Academic Colorectal Unit, Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich, UK
- Norwich Medical School, University of East Anglia, Norwich, UK
- Norwich Surgical Training and Research Academy, Level 3 Centre, Norfolk and Norwich University Hospital, Norwich, UK
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Ravetti CG, Vassallo PF, Ataíde TBLS, Bragança RD, Dos Santos ACS, Lima Bastos FD, Rocha GC, Muniz MR, Borges IN, Marinho CC, Nobre V. Impact of bedside ultrasound to reduce the incidence of acute renal injury in high-risk surgical patients: a randomized clinical trial. J Ultrasound 2023; 26:449-457. [PMID: 36459338 PMCID: PMC10247941 DOI: 10.1007/s40477-022-00730-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2022] [Accepted: 09/05/2022] [Indexed: 12/04/2022] Open
Abstract
PURPOSE This study aimed to determine whether performing bedside ultrasound impacts the occurrence of acute kidney injury (AKI) in the immediate postoperative period (POP) of high-risk surgery patients. METHODS POP patients were randomly assigned to two groups: (i) ultrasound (US) group, in which hemodynamic management was guided with clinical parameters supplemented with the bedside US findings; (ii) control group, hemodynamic management based solely on clinical parameters. Two exams were performed in the first 24 h of admission. RESULTS Fifty-one patients were randomized to the US group and 60 to the control group. There was no significant difference for incidence of AKI in both groups assessed 12 h (31.4% vs 35.0%, P = 0.84), 24 h (27.5% vs 23.3%, P = 0.66), or 7 days (17.6 vs 8.3%, P = 0.16) after surgery. No difference was found in the amounts of volume administered over the first 12 h (1000 [500-2000] vs. 1000 [500-1500], P = 0.72) and 24 h (1000 [0-1500] vs. 1000 [0-1500], P = 0.95) between the groups. Patients without AKI in the control group received higher amounts of volume during the ICU stay. CONCLUSION The use of bedside US in the immediate postoperative period of high-risk surgery did not show benefits in reducing AKI incidence.
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Affiliation(s)
- Cecilia Gómez Ravetti
- Department of Internal Medicine, School of Medicine and Hospital das Clínicas-Universidade Federal de Minas Gerais, Av. Alfredo Balena, 190, Santa Efigênia, Belo Horizonte, Minas Gerais, Brazil.
| | - Paula Frizera Vassallo
- Hospital das Clínicas: Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, Brazil
| | - Thiago Bragança Lana Silveira Ataíde
- Hospital das Clínicas: Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, Brazil
- Empresa Brasileira de Serviços Hospitalares (EBSERH), Brasília, Brazil
| | - Renan Detoffol Bragança
- Hospital das Clínicas: Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, Brazil
- Empresa Brasileira de Serviços Hospitalares (EBSERH), Brasília, Brazil
| | - Augusto Cesar Soares Dos Santos
- Hospital das Clínicas: Universidade Federal de Minas Gerais (UFMG), Belo Horizonte, Brazil
- Empresa Brasileira de Serviços Hospitalares (EBSERH), Brasília, Brazil
| | - Fabrício de Lima Bastos
- Department of Internal Medicine, School of Medicine and Hospital das Clínicas-Universidade Federal de Minas Gerais, Av. Alfredo Balena, 190, Santa Efigênia, Belo Horizonte, Minas Gerais, Brazil
| | - Guilherme Carvalho Rocha
- Department of Internal Medicine, School of Medicine and Hospital das Clínicas-Universidade Federal de Minas Gerais, Av. Alfredo Balena, 190, Santa Efigênia, Belo Horizonte, Minas Gerais, Brazil
| | - Mateus Rocha Muniz
- Department of Internal Medicine, School of Medicine and Hospital das Clínicas-Universidade Federal de Minas Gerais, Av. Alfredo Balena, 190, Santa Efigênia, Belo Horizonte, Minas Gerais, Brazil
| | - Isabela Nascimento Borges
- Department of Internal Medicine, School of Medicine and Hospital das Clínicas-Universidade Federal de Minas Gerais, Av. Alfredo Balena, 190, Santa Efigênia, Belo Horizonte, Minas Gerais, Brazil
- Empresa Brasileira de Serviços Hospitalares (EBSERH), Brasília, Brazil
| | - Carolina Coimbra Marinho
- Department of Internal Medicine, School of Medicine and Hospital das Clínicas-Universidade Federal de Minas Gerais, Av. Alfredo Balena, 190, Santa Efigênia, Belo Horizonte, Minas Gerais, Brazil
| | - Vandack Nobre
- Postgraduate Program in Health Sciences: Infectious Diseases and Tropical Medicine, Department of Internal Medicine, School of Medicine and Hospital das Clínicas, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
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Franzén S, Frithiof R, Hultström M. Postoperative acute kidney injury after volatile or intravenous anesthesia: a meta-analysis. Am J Physiol Renal Physiol 2023; 324:F329-F334. [PMID: 36794753 DOI: 10.1152/ajprenal.00316.2022] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/17/2023] Open
Abstract
Postoperative acute kidney injury (AKI) is a common complication after surgery. The pathophysiology of postoperative AKI is complex. One potentially important factor is anesthetic modality. We, therefore, conducted a meta-analysis of the available literature regarding anesthetic modality and incidence of postoperative AKI. Records were retrieved until January 17, 2023, with the search terms ("propofol" OR "intravenous") AND ("sevoflurane" OR "desflurane" OR "isoflurane" OR "volatile" OR "inhalational") AND ("acute kidney injury" OR "AKI"). A meta-analysis for common effects and random effects was performed after exclusion assessment. Eight records were included in the meta-analysis with a total of 15,140 patients (n = 7,542 propofol and n = 7,598 volatile). The common and random effects model revealed that propofol was associated with a lower incidence of postoperative AKI compared with volatile anesthesia [odds ratio: 0.63 (95% confidence interval: 0.56-0.72) and 0.49 (95% confidence interval: 0.33-0.73), respectively]. In conclusion, the meta-analysis revealed that propofol anesthesia is associated with a lower incidence of postoperative AKI compared with volatile anesthesia. This may motivate choosing propofol-based anesthesia in patients with increased risk of postoperative AKI due to preexisting renal impairment or surgery with a high risk of renal ischemia.NEW & NOTEWORTHY This study analyzed the available literature on anesthetic modality and incidence of postoperative AKI. The meta-analysis revealed that propofol is associated with lower incidence of AKI compared with volatile anesthesia. It might therefore be considerable to use propofol anesthesia in surgeries with increased susceptibility for developing renal injuries such as cardiopulmonary bypass and major abdominal surgery.
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Affiliation(s)
- Stephanie Franzén
- Department of Surgical Sciences, Anesthesiology and Intensive Care, Uppsala University, Uppsala, Sweden
| | - Robert Frithiof
- Department of Surgical Sciences, Anesthesiology and Intensive Care, Uppsala University, Uppsala, Sweden
| | - Michael Hultström
- Department of Surgical Sciences, Anesthesiology and Intensive Care, Uppsala University, Uppsala, Sweden
- Department of Medical Cell Biology, Integrative Physiology, Uppsala University, Uppsala, Sweden
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Association between intraoperative oliguria and postoperative acute kidney injury in non-cardiac surgical patients: a systematic review and meta-analysis. J Anesth 2022; 37:219-233. [PMID: 36520229 DOI: 10.1007/s00540-022-03150-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2022] [Accepted: 12/01/2022] [Indexed: 12/23/2022]
Abstract
PURPOSE This systematic review and meta-analysis aimed to evaluate the association between intraoperative oliguria and the risk of postoperative acute kidney injury (AKI) in patients undergoing non-cardiac surgery. METHODS The MEDLINE and EMBASE databases were searched up to August 2022 for studies in adult patients undergoing non-cardiac surgery, where the association between intraoperative urine output and the risk of postoperative AKI was assessed. Both randomised and non-randomised studies were eligible for inclusion. Study selection and risk of bias assessment were independently performed by two investigators. The risk of bias was evaluated using the Newcastle-Ottawa scale. We performed meta-analysis of the reported multivariate adjusted odds ratios for the association between intraoperative oliguria (defined as urine output < 0.5 mL/kg/hr) and the risk of postoperative AKI using the inverse-variance method with random effects models. We conducted sensitivity analyses using varying definitions of oliguria as well as by pooling unadjusted odds ratios to establish the robustness of the primary meta-analysis. We also conducted subgroup analyses according to surgery type and definition of AKI to explore potential sources of clinical or methodological heterogeneity. RESULTS Eleven studies (total 49,252 patients from 11 observational studies including a post hoc analysis of a randomised controlled trial) met the selection criteria. Seven of these studies contributed data from a total 17,148 patients to the primary meta-analysis. Intraoperative oliguria was associated with a significantly elevated risk of postoperative AKI (pooled adjusted odds ratio [OR] 1.74; 95% confidence interval [CI] 1.36-2.23, p < 0.0001, 8 studies). Sensitivity analyses supported the robustness of the primary meta-analysis. There was no evidence of any significant subgroup differences according to surgery type or definition of AKI. CONCLUSIONS This study demonstrated a significant association between intraoperative oliguria and the risk of postoperative AKI, regardless of the definitions of oliguria or AKI used. Further prospective and multi-centre studies using standardised definitions of intraoperative oliguria are required to define the thresholds of oliguria and establish strategies to minimise the risk of AKI.
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Abstract
Approximately 7% of patients undergoing non-cardiac surgery with general anesthesia develop postoperative acute kidney injury (AKI). It is well-known that general anesthesia may have an impact on renal function and water balance regulation, but the mechanisms and potential differences between anesthetics are not yet completely clear. Recently published large animal studies have demonstrated that volatile (gas) anesthesia stimulates the renal sympathetic nervous system more than intravenous propofol anesthesia, resulting in decreased water and sodium excretion and reduced renal perfusion and oxygenation. Whether this is the case also in humans remains to be clarified. Increased renal sympathetic nerve activity may impair renal excretory function and oxygenation and induce structural injury in ischemic AKI models and could therefore be a contributing factor to AKI in the perioperative setting. This review summarizes anesthetic agents' effects on the renal sympathetic nervous system that may be important in the pathogenesis of perioperative AKI.
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Mikkelsen TB, Schack A, Oreskov JO, Gögenur I, Burcharth J, Ekeloef S. Acute kidney injury following major emergency abdominal surgery – a retrospective cohort study based on medical records data. BMC Nephrol 2022; 23:94. [PMID: 35247976 PMCID: PMC8897898 DOI: 10.1186/s12882-022-02708-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 02/18/2022] [Indexed: 11/10/2022] Open
Abstract
Abstract
Background
Acute Kidney Injury (AKI) is a frequent and serious postoperative complication in trauma or critically ill patients in the intensive care unit. We aimed to estimate the risk of AKI following major emergency abdominal surgery and the association between AKI and 90-day postoperative mortality.
Methods
In this retrospective cohort study, we included patients undergoing major emergency abdominal surgery at the Department of Surgery, Zealand University Hospital, Denmark, from 2010 to 2016. The primary outcome was the occurrence of AKI within postoperative day seven (POD7). AKI was defined according to the Kidney Disease: Improving Global Outcomes (KDIGO)-criteria. The risk of AKI was analysed with a multivariable logistic regression. The association between AKI and 90-day mortality was analysed with a multivariable survival analysis.
Results
In the cohort, 122 out of 703 (17.4%) surgical patients had AKI within POD7. Of these, 82 (67.2%) had AKI stage 1, 26 (21.3%) had AKI stage 2, and 14 (11.5%) had AKI stage 3. Fifty-eight percent of the patients who developed postoperative AKI did so within the first 24 h of surgery. Ninety-day mortality was significantly higher in patients with AKI compared with patients without AKI (41/122 (33.6%) versus 40/581 (6.9%), adjusted hazard ratio 4.45 (95% confidence interval 2.69–7.39, P < 0.0001)), and rose with increasing KDIGO stage. Pre-existing hypertension and intraoperative peritoneal contamination were independently associated with the risk of AKI.
Conclusions
The risk of AKI is high after major emergency abdominal surgery and is independently associated with the risk of death within 90 days of surgery.
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Validation of the OAKS prognostic model for acute kidney injury after gastrointestinal surgery. BJS Open 2022. [PMID: 35179188 PMCID: PMC8855527 DOI: 10.1093/bjsopen/zrab150] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023] Open
Abstract
Background Postoperative acute kidney injury (AKI) is a common complication of major gastrointestinal surgery with an impact on short- and long-term survival. No validated system for risk stratification exists for this patient group. This study aimed to validate externally a prognostic model for AKI after major gastrointestinal surgery in two multicentre cohort studies. Methods The Outcomes After Kidney injury in Surgery (OAKS) prognostic model was developed to predict risk of AKI in the 7 days after surgery using six routine datapoints (age, sex, ASA grade, preoperative estimated glomerular filtration rate, planned open surgery and preoperative use of either an angiotensin-converting enzyme inhibitor or an angiotensin receptor blocker). Validation was performed within two independent cohorts: a prospective multicentre, international study (‘IMAGINE’) of patients undergoing elective colorectal surgery (2018); and a retrospective regional cohort study (‘Tayside’) in major abdominal surgery (2011–2015). Multivariable logistic regression was used to predict risk of AKI, with multiple imputation used to account for data missing at random. Prognostic accuracy was assessed for patients at high risk (greater than 20 per cent) of postoperative AKI. Results In the validation cohorts, 12.9 per cent of patients (661 of 5106) in IMAGINE and 14.7 per cent (106 of 719 patients) in Tayside developed 7-day postoperative AKI. Using the OAKS model, 558 patients (9.6 per cent) were classified as high risk. Less than 10 per cent of patients classified as low-risk developed AKI in either cohort (negative predictive value greater than 0.9). Upon external validation, the OAKS model retained an area under the receiver operating characteristic (AUC) curve of range 0.655–0.681 (Tayside 95 per cent c.i. 0.596 to 0.714; IMAGINE 95 per cent c.i. 0.659 to 0.703), sensitivity values range 0.323–0.352 (IMAGINE 95 per cent c.i. 0.281 to 0.368; Tayside 95 per cent c.i. 0.253 to 0.461), and specificity range 0.881–0.890 (Tayside 95 per cent c.i. 0.853 to 0.905; IMAGINE 95 per cent c.i. 0.881 to 0.899). Conclusion The OAKS prognostic model can identify patients who are not at high risk of postoperative AKI after gastrointestinal surgery with high specificity.
Presented to Association of Surgeons in Training (ASiT) International Conference 2018 (Edinburgh, UK), European Society of Coloproctology (ESCP) International Conference 2018 (Nice, France), SARS (Society of Academic and Research Surgery) 2020 (Virtual, UK).
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Diagnostic timing dependent characteristics of acute kidney injury following hepatectomy: a retrospective historical cohort analysis. HPB (Oxford) 2021; 23:1897-1905. [PMID: 34092494 DOI: 10.1016/j.hpb.2021.05.003] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/18/2020] [Revised: 04/29/2021] [Accepted: 05/03/2021] [Indexed: 02/07/2023]
Abstract
BACKGROUND The timing of diagnosis of post-hepatectomy acute kidney injury (AKI) has rarely been investigated. The aim of this retrospective study was to reveal the differences between AKI subtypes following hepatectomy, as classified by timing of diagnosis. METHOD Post-hepatectomy AKI was classified as very transient AKI (vtAKI; criteria satisfied by the serum creatinine value immediately after surgery) or non-transient AKI (ntAKI; all other AKI types except for vtAKI). Multivariate logistic regression analyses for both AKI types were performed separately to identify differences in known perioperative AKI risk factors. The impacts of each AKI subtype on postoperative complications, hospital stay and renal outcome at discharge were also evaluated. RESULTS AKI was diagnosed in 135 of 750 patients (18.0%); 82 and 53 patients were classified as vtAKI and ntAKI, respectively. In multivariate analysis, even among the perioperative factors associated with whole AKI, there were distinct relationships depending on vtAKI or ntAKI. Furthermore, only ntAKI was associated with postoperative complications, longer hospital stays and impaired renal function at discharge. CONCLUSIONS Based on the results of this study, future post-hepatectomy AKI studies should only include ntAKI and exclude vtAKI, as vtAKI has minimal clinical impact despite accounting for a significant proportion of AKI patients. CLINICAL TRIAL REGISTRATIONS None.
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Impact of postoperative acute kidney injury in patients undergoing major gastrointestinal surgery on 1-year survival and renal outcomes: a national multicentre cohort study. BJS Open 2021; 5:6507433. [PMID: 35029656 PMCID: PMC8759520 DOI: 10.1093/bjsopen/zrab134] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Accepted: 11/23/2021] [Indexed: 01/21/2023] Open
Abstract
Background The intermediate-term impact of acute kidney injury (AKI) in patients after major gastrointestinal and liver surgery has not been well characterized. This study aimed to evaluate the 1-year mortality rate and renal outcomes associated with postoperative AKI in a national prospective cohort. Methods This prospective multicentre, observational cohort with 1-year postoperative follow-up included adults undergoing major gastrointestinal and liver surgery across the UK and Ireland between 23 September and 18 November 2015. AKI was defined according to Kidney Disease Improving Global Outcomes (KDIGO) criteria. The primary outcome was death at 1-year after surgery, and the secondary outcome was Major Adverse Kidney Events (MAKE-365). Cox proportionate and multilevel logistic regression were used to account for case mix. Results Of 5745 patients across 173 centres, 1-year follow-up data was completed for 3504 patients (62.2 per cent, 126 centres), with attrition largely explained by centre non-participation (63.1 per cent). Some 13.6 per cent (475 of 3504) patients developed AKI by 7 days after surgery (stage 1: 9.2 per cent; stage 2/3: 4.3 per cent). At 1 year, 10.8 per cent (378 patients) experienced a MAKE-365 endpoint (303 patients had died, 61 had renal replacement therapy and 78 had renal dysfunction). Patients who experienced AKI by 7 days after surgery had a higher hazard of death at 1 year for KDIGO stage 1 (hazard ratio 1.50 (95 per cent c.i. 1.08 to 2.08), P = 0.016) and KDIGO stage 2/3 (hazard ratio 2.96 (95 per cent c.i. 2.02 to 4.33), P < 0.001). Both KDIGO stage 1 (odds ratio 2.09 (95 per cent c.i. 1.50 to 2.92), P < 0.001) and stage 2/3 (odds ratio 9.26 (95 per cent c.i. 6.31 to 13.59), P < 0.001) AKI were independently associated with MAKE-365. Conclusion AKI events within 7 days after gastrointestinal or liver surgery are associated with significantly worse survival and renal outcomes at 1 year.
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Targeting Higher Intraoperative Blood Pressures Does Not Reduce Adverse Cardiovascular Events Following Noncardiac Surgery. J Am Coll Cardiol 2021; 78:1753-1764. [PMID: 34711333 DOI: 10.1016/j.jacc.2021.08.048] [Citation(s) in RCA: 45] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 08/02/2021] [Accepted: 08/17/2021] [Indexed: 01/02/2023]
Abstract
BACKGROUND Intraoperative arterial hypotension is strongly associated with postoperative major adverse cardiovascular events (MACE); however, whether targeting higher intraoperative mean arterial blood pressures (MAPs) may prevent adverse events remains unclear. OBJECTIVES This study sought to determine whether targeting higher intraoperative MAP lowers the incidence of postoperative MACE. METHODS This single-center randomized controlled trial assigned adult patients at cardiovascular risk undergoing major noncardiac surgery to an intraoperative MAP target of ≥60 mm Hg (control) or ≥75 mm Hg (MAP ≥75). The primary outcome was acute myocardial injury on postoperative days 0-3 and/or 30-day MACE/acute kidney injury (AKI) (acute coronary syndrome, congestive heart failure, coronary revascularization, stroke, AKI, and all-cause mortality). The secondary outcome was 1-year MACE. RESULTS In total, 458 patients were randomized (intention-to-treat population: 451). The cumulative intraoperative duration with MAP <65 mm Hg was significantly shorter in the MAP ≥75 group (median 9 minutes [interquartile range: 3 to 24 minutes] vs 23 minutes [interquartile range: 8-49 minutes]; P < 0.001). The primary outcome incidence was 48% for MAP ≥75 and 52% for control (risk difference -4.2%; 95% CI: -13% to +5%), the primary contributor being AKI (incidence 44%). Acute myocardial injury occurred in 15% (MAP ≥75) and 19% (control) of patients. The secondary outcome incidence was 17% for MAP ≥75 and 15% for control (risk difference +2.7; 95% CI: -4% to +9.5%). CONCLUSIONS These findings do not support universally targeting higher intraoperative blood pressures to reduce postoperative complications. Despite a 60% reduction in hypotensive time with MAP <65 mm Hg, no significant reductions in acute myocardial injury or 30-day MACE/AKI could be found. (Biomarkers, Blood Pressure, BIS: Risk Stratification/Management of Patients at Cardiac Risk in Major Noncardiac Surgery [BBB]; NCT02533128).
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Prevalence and risk factors of myocardial and acute kidney injury following radical nephrectomy with vena cava thrombectomy: a retrospective cohort study. BMC Anesthesiol 2021; 21:243. [PMID: 34641781 PMCID: PMC8513361 DOI: 10.1186/s12871-021-01462-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Accepted: 09/30/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Radical nephrectomy with thrombectomy is the mainstay treatment for patients with renal cell carcinoma with vena cava thrombus. But the procedure is full of challenge, with high incidence of major complications and mortality. Herein, we investigated the incidence and predictors of myocardial injury and acute kidney injury (AKI) in patients following radical nephrectomy with inferior vena cava thrombectomy. METHODS Patients who underwent nephrectomy with thrombectomy between January 2012 and June 2020 were retrospectively reviewed. Myocardial injury was diagnosed when peak cardiac troponin I was higher than 0.03 ng/ml. AKI was diagnosed according to the Kidney Disease: Improving Global Outcomes (KDIGO) criteria. Multivariable logistic regression models were used to identify predictors of myocardial injury or AKI after surgery. RESULTS A total of 143 patients were included in the final analysis. Myocardial injury and AKI occurred in 37.8 and 42.7% of patients after this surgery, respectively. Male sex (odds ratio [OR] 0.27, 95% confidence interval [CI] 0.10-0.71; P = 0.008) was associated with a lower risk, whereas high level Mayo classification (compared with Mayo level I + II, Mayo level III + IV: OR 4.21, 95% CI 1.42-12.4; P = 0.009), acute normovolemic hemodilution before surgery (OR 2.66, 95% CI 1.10-6.41; P = 0.029), long duration of intraoperative tachycardia (per 20 min: OR 1.49, 95% CI 1.10-2.16; P = 0.036), and long duration of surgery (per 1 h, OR 1.48, 95% CI 1.03-2.16, P = 0.009) were associated with a higher risk of myocardial injury. High body mass index (OR 1.18, 95% CI 1.06-1.33; P = 0.004) and long duration of intraoperative hypotension (per 20 min: OR 1.30, 95% CI 1.04-1.64; P = 0.024) were associated with a higher risk, whereas selective renal artery embolism before surgery (OR 0.20, 95% CI 0.07-0.59, P = 0.004) was associated with a lower risk of AKI. CONCLUSION Myocardial injury and AKI were common in patients recovering from radical nephrectomy with inferior vena cava thrombectomy. Whether interventions targeting the above modifiable factors can improve outcomes require further studies.
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Marques F, Gameiro J, Oliveira J, Fonseca JA, Duarte I, Bernardo J, Branco C, Costa C, Carreiro C, Braz S, Lopes JA. Acute Kidney Disease and Mortality in Acute Kidney Injury Patients with COVID-19. J Clin Med 2021; 10:jcm10194599. [PMID: 34640618 PMCID: PMC8509682 DOI: 10.3390/jcm10194599] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 09/26/2021] [Accepted: 10/03/2021] [Indexed: 12/15/2022] Open
Abstract
Background: The incidence of AKI in coronavirus disease 2019 (COVID-19) patients is variable and has been associated with worse prognosis. A significant number of patients develop persistent kidney damage defined as Acute Kidney Disease (AKD). There is a lack of evidence on the real impact of AKD on COVID-19 patients. We aim to identify risk factors for the development of AKD and its impact on mortality in COVID-19 patients. Methods: Retrospective analysis of COVID-19 patients with AKI admitted at the Centro Hospitalar Universitário Lisboa Norte between March and August of 2020. The Kidney Disease Improving Global Outcomes (KDIGO) classification was used to define AKI. AKD was defined by presenting at least KDIGO Stage 1 criteria for >7 days after an AKI initiating event. Results: In 339 COVID-19 patients with AKI, 25.7% patients developed AKD (n = 87). The mean age was 71.7 ± 17.0 years, baseline SCr was 1.03 ± 0.44 mg/dL, and the majority of patients were classified as KDIGO stage 3 AKI (54.3%). The in-hospital mortality was 18.0% (n = 61). Presence of hypertension (p = 0.006), CKD (p < 0.001), lower hemoglobin (p = 0.034) and lower CRP (p = 0.004) at the hospital admission and nephrotoxin exposure (p < 0.001) were independent risk factors for the development of AKD. Older age (p = 0.003), higher serum ferritin at admission (p = 0.008) and development of AKD (p = 0.029) were independent predictors of in-hospital mortality in COVID-19-AKI patients. Conclusions: AKD was significantly associated with in-hospital mortality in this population of COVID-19-AKI patients. Considering the significant risk of mortality in AKI patients, it is of paramount importance to identify the subset of higher risk patients.
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Huepenbecker SP, Iniesta MD, Zorrilla-Vaca A, Ramirez PT, Cain KE, Vaughn M, Cata JP, Mena GE, Lasala J, Meyer LA. Incidence of acute kidney injury after open gynecologic surgery in an enhanced recovery after surgery pathway. Gynecol Oncol 2021; 163:191-198. [PMID: 34400005 DOI: 10.1016/j.ygyno.2021.08.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 08/06/2021] [Accepted: 08/08/2021] [Indexed: 10/20/2022]
Abstract
OBJECTIVE To determine the incidence of postoperative AKI after open gynecologic surgery within ERAS, compare AKI in pre-ERAS and ERAS cohorts, and identify factors associated with AKI. METHODS We compared postoperative AKI in patients who underwent open gynecologic surgery at one institution before and after ERAS implementation. AKI was defined as acute risk, injury, or failure by RIFLE criteria. Pre-ERAS and ERAS cohorts were matched using propensity score analysis in a 1:1 fashion using the nearest neighbor technique. Chi-squared, Fisher's Exact, and Wilcoxon rank-sum tests were used. RESULTS Among 1334 ERAS and 191 pre-ERAS patients, postoperative AKI incidence was higher in the ERAS cohort (13.1% vs 5.8%, p = .004). In 166 matched pairs, ERAS patients had higher incidence (16.9% vs 5.4%, p < .001) and odds (OR 3.54, 95% CI 1.61-7.76) of AKI. Within ERAS, AKI was associated with older age (median age 65 vs 57, p < .001), Charlson Comorbidity Index score ≥ 3 (71.4% vs 57.9%, p < .001), and higher intraoperative estimated blood loss (400 vs 225 mL, p < .001), fluid administration (net fluid balance +1535 vs 1261 mL, p < .001), and hypotension lasting >5 min (41.7% vs 30.7%, p < .001). ERAS patients with AKI had longer hospital stays (median 4 vs 3 days, p < .001) and more readmissions (19% vs. 10%, p < .001) and grade 3+ complications (26% vs. 7%, p < .001). CONCLUSIONS The incidence and odds of postoperative AKI was higher after gynecologic surgery within ERAS, and patients with AKI were more likely to have complications. Potential strategies to prevent postoperative AKI include perioperative fluid and blood pressure optimization.
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Affiliation(s)
- Sarah P Huepenbecker
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Maria D Iniesta
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Andrés Zorrilla-Vaca
- Department of Anesthesia and Perioperative Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Pedro T Ramirez
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Katherine E Cain
- Division of Pharmacy, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Micah Vaughn
- The University of Texas Medical Branch, Galveston, TX, USA
| | - Juan P Cata
- Department of Anesthesia and Perioperative Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Gabriel E Mena
- Department of Anesthesia and Perioperative Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Javier Lasala
- Department of Anesthesia and Perioperative Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Larissa A Meyer
- Department of Gynecologic Oncology and Reproductive Medicine, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
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Gameiro J, Carreiro C, Fonseca JA, Pereira M, Jorge S, Gouveia J, Lopes JA. Acute kidney disease and long-term outcomes in critically ill acute kidney injury patients with sepsis: a cohort analysis. Clin Kidney J 2021; 14:1379-1387. [PMID: 33959267 PMCID: PMC8087131 DOI: 10.1093/ckj/sfaa130] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Indexed: 12/29/2022] Open
Abstract
BACKGROUND Acute kidney injury (AKI) is frequent during hospitalization and may contribute to adverse short- and long-term consequences. Acute kidney disease (AKD) reflects the continuing pathological processes and adverse events developing after AKI. We aimed to evaluate the association of AKD, long-term adverse renal function and mortality in a cohort of patients with sepsis. METHODS We performed a retrospective analysis of adult patients with septic AKI admitted to the Division of Intensive Medicine of the Centro Hospitalar Lisboa Norte (Lisbon, Portugal) between January 2008 and December 2014. Patients were categorized according to the development of AKI using the Kidney Disease: Improving Global Outcomes (KDIGO) classification. AKI was defined as an increase in absolute serum creatinine (SCr) ≥0.3 mg/dL or by a percentage increase in SCr ≥50% and/or by a decrease in urine output to <0.5 mL/kg/h for >6 h. AKD was defined as presenting at least KDIGO Stage 1 criteria for >7 days after an AKI initiating event. Adverse renal outcomes (need for long-term dialysis and/or a 25% decrease in estimated glomerular filtration rate after hospital discharge) and mortality after discharge were evaluated. RESULTS From 256 selected patients with septic AKI, 53.9% developed AKD. The 30-day mortality rate was 24.5% (n = 55). The mean long-term follow-up was 45.9 ± 43.3 months. The majority of patients experience an adverse renal outcome [n = 158 (61.7%)] and 44.1% (n = 113) of patients died during follow-up. Adverse renal outcomes, 30-day mortality and long-term mortality after hospital discharge were more frequent among AKD patients [77.5 versus 43.2% (P < 0.001), 34.1 versus 6.8% (P < 0.001) and 64.8 versus 49.1% (P = 0.025), respectively]. The 5-year cumulative probability of survival was 23.2% for AKD patients, while it was 47.5% for patients with no AKD (log-rank test, P < 0.0001). In multivariate analysis, AKD was independently associated with adverse renal outcomes {adjusted hazard ratio [HR] 2.87 [95% confidence interval (CI) 2.0-4.1]; P < 0.001} and long-term mortality [adjusted HR 1.51 (95% CI 1.0-2.2); P = 0.040]. CONCLUSIONS AKD after septic AKI was independently associated with the risk of long-term need for dialysis and/or renal function decline and with the risk of death after hospital discharge.
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Affiliation(s)
- Joana Gameiro
- Division of Nephrology and Renal Transplantation, Department of Medicine, Centro Hospitalar Lisboa Norte, EPE, Lisboa, Portugal
| | - Carolina Carreiro
- Division of Nephrology and Renal Transplantation, Department of Medicine, Centro Hospitalar Lisboa Norte, EPE, Lisboa, Portugal
| | - José Agapito Fonseca
- Division of Nephrology and Renal Transplantation, Department of Medicine, Centro Hospitalar Lisboa Norte, EPE, Lisboa, Portugal
| | - Marta Pereira
- Division of Nephrology and Renal Transplantation, Department of Medicine, Centro Hospitalar Lisboa Norte, EPE, Lisboa, Portugal
| | - Sofia Jorge
- Division of Nephrology and Renal Transplantation, Department of Medicine, Centro Hospitalar Lisboa Norte, EPE, Lisboa, Portugal
| | - João Gouveia
- Division of Nephrology and Renal Transplantation, Department of Medicine, Centro Hospitalar Lisboa Norte, EPE, Lisboa, Portugal
| | - José António Lopes
- Division of Nephrology and Renal Transplantation, Department of Medicine, Centro Hospitalar Lisboa Norte, EPE, Lisboa, Portugal
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Gameiro J, Marques F, Lopes JA. Long-term consequences of acute kidney injury: a narrative review. Clin Kidney J 2021; 14:789-804. [PMID: 33777362 PMCID: PMC7986368 DOI: 10.1093/ckj/sfaa177] [Citation(s) in RCA: 29] [Impact Index Per Article: 9.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2020] [Accepted: 07/20/2020] [Indexed: 12/24/2022] Open
Abstract
The incidence of acute kidney injury (AKI) has increased in the past decades. AKI complicates up to 15% of hospitalizations and can reach up to 50-60% in critically ill patients. Besides the short-term impact of AKI in patient outcomes, several studies report the association between AKI and adverse long-term outcomes, such as recurrent AKI episodes in 25-30% of cases, hospital re-admissions in up to 40% of patients, an increased risk of cardiovascular events, an increased risk of progression of chronic kidney disease (CKD) after AKI and a significantly increased long-term mortality. Despite the long-term impact of AKI, there are neither established guidelines on the follow-up care of AKI patients, nor treatment strategies to reduce the incidence of sequelae after AKI. Only a minority of patients have been referred to nephrology post-discharge care, despite the evidence of improved outcomes associated with nephrology referral by addressing cardiovascular risk and risk of progression to CKD. Indeed, AKI survivors should have specialized nephrology follow-up to assess kidney function after AKI, perform medication reconciliation, educate patients on nephrotoxic avoidance and implement strategies to prevent CKD progression. The authors provide a comprehensive review of the transition from AKI to CKD, analyse the current evidence on the long-term outcomes of AKI and describe predisposing risk factors, highlight the importance of follow-up care in these patients and describe the current therapeutic strategies which are being investigated on their impact in improving patient outcomes.
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Affiliation(s)
- Joana Gameiro
- Department of Medicine, Division of Nephrology and Renal Transplantation, Centro Hospitalar Lisboa Norte, EPE, Lisboa, Portugal
| | - Filipe Marques
- Department of Medicine, Division of Nephrology and Renal Transplantation, Centro Hospitalar Lisboa Norte, EPE, Lisboa, Portugal
| | - José António Lopes
- Department of Medicine, Division of Nephrology and Renal Transplantation, Centro Hospitalar Lisboa Norte, EPE, Lisboa, Portugal
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Postoperative acute kidney injury in adult non-cardiac surgery: joint consensus report of the Acute Disease Quality Initiative and PeriOperative Quality Initiative. Nat Rev Nephrol 2021; 17:605-618. [PMID: 33976395 PMCID: PMC8367817 DOI: 10.1038/s41581-021-00418-2] [Citation(s) in RCA: 73] [Impact Index Per Article: 24.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/17/2021] [Indexed: 02/03/2023]
Abstract
Postoperative acute kidney injury (PO-AKI) is a common complication of major surgery that is strongly associated with short-term surgical complications and long-term adverse outcomes, including increased risk of chronic kidney disease, cardiovascular events and death. Risk factors for PO-AKI include older age and comorbid diseases such as chronic kidney disease and diabetes mellitus. PO-AKI is best defined as AKI occurring within 7 days of an operative intervention using the Kidney Disease Improving Global Outcomes (KDIGO) definition of AKI; however, additional prognostic information may be gained from detailed clinical assessment and other diagnostic investigations in the form of a focused kidney health assessment (KHA). Prevention of PO-AKI is largely based on identification of high baseline risk, monitoring and reduction of nephrotoxic insults, whereas treatment involves the application of a bundle of interventions to avoid secondary kidney injury and mitigate the severity of AKI. As PO-AKI is strongly associated with long-term adverse outcomes, some form of follow-up KHA is essential; however, the form and location of this will be dictated by the nature and severity of the AKI. In this Consensus Statement, we provide graded recommendations for AKI after non-cardiac surgery and highlight priorities for future research.
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Acute Kidney Injury in Critically Ill Patients After Noncardiac Major Surgery: Early Versus Late Onset. Crit Care Med 2020; 47:e437-e444. [PMID: 30896466 DOI: 10.1097/ccm.0000000000003710] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
OBJECTIVES Acute kidney injury is a common complication of major surgery. However, acute kidney injury occurring within the first 48 hours after surgery (early acute kidney injury) and therefore likely related to the surgery itself is possibly different from acute kidney injury occurring after 48 hours (late acute kidney injury). The aim of this study was to describe the epidemiology and identify differences in risk factors and outcomes between early and late acute kidney injury following major surgery. DESIGN Retrospective cohort study. SETTING Academic Medical Center. PATIENTS Patients admitted to ICU following noncardiac major surgery. INTERVENTIONS None. MEASUREMENTS AND MAIN RESULTS We analyzed data from 3,499 patients and defined acute kidney injury according to full Kidney Disease: Improving Global Outcomes criteria and classified as early (48 hr or less) or late (> 48 hr to 7 d) based on time from surgery. Separate multivariable logistic regression models were fit to identify risk factors of early acute kidney injury compared with no acute kidney injury and risk factors of late acute kidney injury compared with no acute kidney injury. Overall 41.7% (1,459/3,499) developed early acute kidney injury versus 14.4% (504/3,499) late acute kidney injury. Most acute kidney injury occurred within 48 hours following surgery and 12 hours was the peak interval. Risk factors for early acute kidney injury included increased age, body mass index, decreased estimated glomerular filtration rate, and anemia, whereas late acute kidney injury cases were closely associated with postoperative factors, like sepsis, mechanical ventilation, positive fluid balance, blood transfusions and exposure to diuretics, vasopressors, and nonsteroidal anti-inflammatory drugs. After adjusting for age, body mass index, estimated glomerular filtration rate, comorbidities, surgery type, both early acute kidney injury (odds ratio [95% CI], 1.84 [1.50-2.27]) and late acute kidney injury (odds ratio [95% CI], 1.42 [1.09-1.85]) were associated with higher 1-year mortality compared with patients without acute kidney injury. We found similar results in a validation cohort of 10,723 patients admitted between 2008 and 2014. CONCLUSIONS Most surgery-related acute kidney injury occurred within 48 hours of surgery. Acute kidney injury occurring within the first 48 hours was associated with underlying health, whereas acute kidney injury occurring after 48 hours was related to postoperative complications or drugs. Design of clinical and experimental interventions for acute kidney injury in this population should consider these differences.
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Winther‐Olesen M, Møller MH, Johansen KK, Aasvang EK. Effects of post-operative furosemide in adult surgical patients: A systematic review and meta-analysis of randomised clinical trials. Acta Anaesthesiol Scand 2020; 64:282-291. [PMID: 31742656 DOI: 10.1111/aas.13513] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2019] [Revised: 11/01/2019] [Accepted: 11/04/2019] [Indexed: 12/18/2022]
Abstract
BACKGROUND Acute kidney injury (AKI) is associated with increased morbidity and mortality and may present as oliguria in the post-operative phase. Diuretics, including furosemide, are commonly used in post-operative patients. Accordingly, we aimed to assess the balance between benefits and harms of furosemide post-operatively in adult surgical patients. METHODS We conducted a systematic review with meta-analysis according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) statements, the Cochrane Handbook and the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) methodology. We included randomised clinical trials (RCTs) comparing post-operative treatment with furosemide vs no furosemide in adult surgical patients. Risk ratios (RR) with 95% confidence intervals (CI) were estimated by conventional meta-analysis and trial sequential analysis (TSA). RESULTS Two thousand five hundred and sixty seven records were identified and four trials with 325 patients in total were included. All were adjudicated as having overall high risk of bias. We observed no statistically significant difference between furosemide- vs no furosemide-treated patients in any of the predefined outcome measures, including AKI (RR 1.07, 95% CI 0.43-2.65), all-cause mortality (RR 1.73, 95% CI 0.62-4.80, use of vasopressors post-operatively (RR 1.04, 95% CI 0.74-1.44) or need for renal replacement therapy (RR 3.87, 95% CI 0.44-33.99). TSA highlighted sparse data, and the overall quality of evidence was very low. CONCLUSION In this systematic review, we found that the quantity and quality of evidence for using furosemide post-operatively in adult surgical patients were very low with no firm evidence for benefit or harm.
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Affiliation(s)
- Marie Winther‐Olesen
- Anesthesiological Department The Abdominal Centre Copenhagen University HospitalRigshospitalet Copenhagen Denmark
- Department of Intensive Care 4131 Copenhagen University HospitalRigshospitalet Copenhagen Denmark
- Anesthesiological Department Holbæk Hospital Region Zealand Denmark
| | - Morten Hylander Møller
- Department of Intensive Care 4131 Copenhagen University HospitalRigshospitalet Copenhagen Denmark
| | - Karina K. Johansen
- Anesthesiological Department The Abdominal Centre Copenhagen University HospitalRigshospitalet Copenhagen Denmark
| | - Eske K. Aasvang
- Anesthesiological Department The Abdominal Centre Copenhagen University HospitalRigshospitalet Copenhagen Denmark
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22
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Hessey E, Morissette G, Lacroix J, Perreault S, Samuel S, Dorais M, Jouvet P, Lafrance JP, LeLorier J, Phan V, Palijan A, Pizzi M, Roy L, Zappitelli M. Long-term Mortality After Acute Kidney Injury in the Pediatric ICU. Hosp Pediatr 2019; 8:260-268. [PMID: 29712717 DOI: 10.1542/hpeds.2017-0215] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
OBJECTIVES (1) To evaluate the association between acute kidney injury (AKI) in the PICU and long-term mortality and (2) to determine the extent to which adding the urine output (UO)-defined AKI alters the association. METHODS A 2-center retrospective cohort study of children (≤18 years old) admitted to the PICU between 2003 and 2005 for noncardiac surgery, with follow-up until 2010. Patients with end stage renal disease, no provincial health insurance number, who died during hospitalization, or could not be linked to administrative data were excluded. One hospitalization per patient was included. AKI was defined by using serum creatinine criteria and/or UO criteria. Mortality was ascertained by using administrative data. Cox regression analysis was performed to evaluate the association between AKI and long-term mortality. RESULTS The study population included 2041 patients (55.7% male, mean admission age 6.5 ± 5.8 years). Of 2041 hospital survivors, 9 (0.4%) died within 30 days, 51 (2.5%) died within 1 year, and 118 (5.8%) died within 5 to 7 years postdischarge. AKI was independently associated with 5- to 7-year mortality (adjusted hazard ratio [95% confidence interval]: 3.10 [1.46-6.57] and 3.38 [1.63-7.02], respectively). Including UO did not strengthen the association. CONCLUSIONS AKI is associated with 5- to 7-year mortality. Because this is an observational study we cannot determine if AKI is causative of mortality or of the pathophysiology. However, patients with AKI represent a high-risk group. It is reasonable that these patients be considered for targeted follow-up until future researchers better elucidate these relationships.
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Affiliation(s)
- Erin Hessey
- Division of Nephrology, Department of Pediatrics, Montreal Children's Hospital, McGill University Health Centre, Montreal, Canada
| | - Geneviève Morissette
- Pediatric Intensive Care Unit, Department of Pediatrics, Centre mère-enfant Soleil, Centre Hospitalier de l'Université Laval, Quebec, Canada
| | | | | | - Susan Samuel
- Division of Nephrology, Department of Pediatrics, Alberta Children's Hospital, Calgary, Canada
| | - Marc Dorais
- StatScience Inc, Notre-Dame-de-l'Île-Perrot, Quebec, Canada; and
| | | | - Jean-Philippe Lafrance
- Division of Nephrology, Department of Medicine, Hôpital Maisonneuve-Rosemont, Montreal, Canada.,Pharmacology and Physiology, Faculties of Medicine, and
| | | | - Véronique Phan
- Division of Nephrology, Department of Pediatrics, Centre Hospitalier Universitaire Sainte-Justine, Montreal, Canada
| | - Ana Palijan
- Division of Nephrology, Department of Pediatrics, Montreal Children's Hospital, McGill University Health Centre, Montreal, Canada
| | - Michael Pizzi
- Division of Nephrology, Department of Pediatrics, Montreal Children's Hospital, McGill University Health Centre, Montreal, Canada
| | - Louise Roy
- Division of Nephrology, Departments of Medicine
| | - Michael Zappitelli
- Division of Nephrology, Department of Pediatrics, Montreal Children's Hospital, McGill University Health Centre, Montreal, Canada;
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Li N, Qiao H, Guo JF, Yang HY, Li XY, Li SL, Wang DX, Yang L. Preoperative hypoalbuminemia was associated with acute kidney injury in high-risk patients following non-cardiac surgery: a retrospective cohort study. BMC Anesthesiol 2019; 19:171. [PMID: 31477030 PMCID: PMC6719349 DOI: 10.1186/s12871-019-0842-3] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Accepted: 08/26/2019] [Indexed: 02/07/2023] Open
Abstract
Background Acute kidney injury (AKI) is a common complication following non-cardiac surgery with adverse short- and long- term morbidity and mortality. Evidence shows that hypoalbuminemia is associated with increased AKI risk in patients with infectious diseases and cancer and following cardiac surgery and transplant surgery. However, little evidence is available on non-cardiac surgery population. Thus, we investigated the association between preoperative hypoalbuminemia and AKI following non-cardiac surgery. Methods We retrospectively assessed perioperative risk factors and preoperative serum albumin concentration in 729 consecutive adult patients who underwent non-cardiac surgery from July 1, 2017, to June 30, 2018. Each patient was categorized according to maximal Kidney Disease Improving Global Outcomes criteria based on creatinine changes and urine output within the first week after surgery. Multivariate Logistic regression models were used to analyze the association between preoperative hypoalbuminemia and postoperative AKI. Results Of 729 patients, 188 (25.8%) developed AKI. AKI incidence was higher in patients with preoperative serum albumin < 37.5 g/L than in those with preoperative serum albumin ≥37.5 g/L [35.9% (98/273) vs. 19.7% (90/456), P < 0.001]. Multivariate logistic regression analysis showed that preoperative serum albumin < 37.5 g/L (odds ratio 1.892; 95% confidence interval 1.238–2.891; P = 0.003) was independently associated with postoperative AKI. Patients with preoperative serum albumin < 37.5 g/L tended to have a higher but not significant ratio in AKI stage 2 (2.6% vs 1.1%, P = 0.144) and much higher ratio in AKI stage 3 (4.8% vs 0.7%, P < 0.001) than those with preoperative serum albumin ≥37.5 g/L. AKI patients had a higher in-hospital mortality rate [6.9% (13/188) vs. 0.2% (1/541), P < 0.001]. Kaplan-Meier analysis revealed that the cumulative survival rate decreased with increasing AKI severity (P < 0.001). Postoperative AKI was also associated with other worse outcomes, such as prolonged mechanical ventilation [53.4 (33.0, 73.8) vs 14.7 (11.1, 18.3) hours, P < 0.001], intensive care unit stay [4.0 (3.1, 4.9) vs 2.0 (1.8, 2.3) days, P < 0.001], postoperative hospital stay [17.8 (14.8, 20.9) vs 12.3 (11.3, 13.3) days, P < 0.001], and higher total cost [13,453 (8538, 20,228) vs 11,306 (6277, 16,400) dollars, P < 0.001]. Conclusions Preoperative hypoalbuminemia was independently associated with AKI after non-cardiac surgery, and postoperative AKI was associated with poor outcomes. Electronic supplementary material The online version of this article (10.1186/s12871-019-0842-3) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Nan Li
- Department of Critical Care Medicine, Peking University First Hospital, No.8 Xishiku Street, Xicheng District, Beijing, 100034, China.,Critical Care Nephrology Research Center, Peking University First Hospital, No.8 Xishiku Street, Xicheng District, Beijing, 100034, China
| | - Hong Qiao
- Department of Critical Care Medicine, Peking University First Hospital, No.8 Xishiku Street, Xicheng District, Beijing, 100034, China
| | - Jing-Fei Guo
- Department of Anesthesiology, Fuwai Hospital, Chinese Academy of Medical Sciences, No.167 North Lishi Road, Xicheng District, Beijing, 100037, China
| | - Hong-Yun Yang
- Clinical Laboratory, Peking University First Hospital, No.8 Xishiku Street, Xicheng District, Beijing, 100034, China
| | - Xue-Ying Li
- Department of Biostatistics, Peking University First Hospital, No.8 Xishiku Street, Xicheng District, Beijing, 100034, China
| | - Shuang-Ling Li
- Department of Critical Care Medicine, Peking University First Hospital, No.8 Xishiku Street, Xicheng District, Beijing, 100034, China. .,Critical Care Nephrology Research Center, Peking University First Hospital, No.8 Xishiku Street, Xicheng District, Beijing, 100034, China.
| | - Dong-Xin Wang
- Department of Critical Care Medicine, Peking University First Hospital, No.8 Xishiku Street, Xicheng District, Beijing, 100034, China
| | - Li Yang
- Critical Care Nephrology Research Center, Peking University First Hospital, No.8 Xishiku Street, Xicheng District, Beijing, 100034, China. .,Department of Nephrology, Peking University First Hospital, No.8 Xishiku Street, Xicheng District, Beijing, 100034, China.
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Slagelse C, Gammelager H, Iversen LH, Sørensen HT, Christiansen CF. Acute kidney injury and 1-year mortality after colorectal cancer surgery: a population-based cohort study. BMJ Open 2019; 9:e024817. [PMID: 30872545 PMCID: PMC6429863 DOI: 10.1136/bmjopen-2018-024817] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
OBJECTIVES Acute kidney injury (AKI) is a frequent postoperative complication, but the mortality impact within different postoperative time frames and severities of AKI are poorly understood. We examined the occurrence of postoperative AKI among colorectal cancer (CRC) surgery patients and the impact of AKI on mortality during 1 year after surgery. DESIGN Observational cohort study. We defined the exposure, AKI, as a 50% increase in plasma creatinine or initiation of renal replacement therapy within 7 days after surgery or an absolute increase in creatinine of 26 µmol/L within 48 hours. SETTING Population-based Danish medical databases. PARTICIPANTS A total of 6580 patients undergoing CRC surgery in Northern Denmark during 2005-2011 were included from the Danish Colorectal Cancer Group database. OUTCOMES MEASURE Occurrence of AKI and 8-30, 31-90 and 91-365 days mortality in patient with or without AKI. RESULTS AKI occurred in 1337 patients (20.3%) of the 6580 patients who underwent CRC surgery. Among patients with AKI, 8-30, 31-90 and 91-365 days mortality rates were 10.1% (95% CI 8.6% to 11.9%), 7.8% (95% CI 6.4% to 9.5%) and 12.0% (95% CI 10.3% to 14.2%), respectively. Compared with patients without AKI, AKI was associated with increased 8-30 days mortality (adjusted HR (aHR)=4.01,95% CI 3.11 to 5.17) and 31-90 days mortality (aHR 2.08,95% CI 1.60 to 2.69), while 91-365 days aHR was 1.12 (95% CI 0.89 to 1.41). We observed no major differences in stratified analyses. CONCLUSIONS AKI after surgery for CRC is a frequent postoperative complication associated with a substantially increased 90-day mortality. AKI should be considered a potential target for reducing 90-day mortality.
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Affiliation(s)
- Charlotte Slagelse
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus N, Denmark
| | - Henrik Gammelager
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus N, Denmark
- Department of Intensive Care, Aarhus University Hospital, Aarhus N, Denmark
| | | | - Henrik Toft Sørensen
- Department of Clinical Epidemiology, Aarhus University Hospital, Aarhus N, Denmark
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Abstract
Minimizing perioperative fluid administration is a key component of enhanced recovery after surgery protocols (ERAS). Acute kidney injury (AKI) is a major cause of morbidity and mortality in hospitalized patients. Our aim was to assess the association of ERAS with the incidence and severity of AKI in patients undergoing elective colorectal surgery. In this single-study retrospective review, patients undergoing colorectal surgery from 2013 to 2017 were included. Primary endpoint was postoperative AKI. Secondary outcomes were hospital length of stay (LOS) and 30-day readmission. Baseline demographics and procedure types were similar between both groups. AKI was higher in the ERAS versus non-ERAS group (23 vs 9%; P = 0.002). Factors associated with increased risk of AKI on univariate regression included presence of preoperative cardiovascular risk factors (hazard ratio (HR) 3.5; 95% CI 1.3–9.7; P < 0.01), more complex colorectal operations (HR 5.1; 95% CI 1.6–16.1; P < 0.01), and management with an ERAS pathway (HR 2.9; 95% CI 1.5–5.8; P < 0.01). On multi-variable analysis, ERAS remained a significant risk factor for developing AKI (HR 3.44; 95% CI 1.5–7.7; P < 0.01). ERAS patients had a shorter hospital LOS (3.9 vs 5.9 days, P < 00.1) compared with non-ERAS patients, with no difference in 30-day readmission rates (11.5 vs 10.7%; P = 0.98). Although the incidence of AKI is higher in patients treated with ERAS protocols, the majority represent minor elevations in baseline serum creatinine and did not affect the reduction in hospital LOS associated with ERAS. Given the potential association of AKI, however, with increased long-term morbidity and mortality, ERAS protocols should be optimized to prevent postoperative AKI.
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Long-term risk of adverse outcomes after acute kidney injury: a systematic review and meta-analysis of cohort studies using consensus definitions of exposure. Kidney Int 2018; 95:160-172. [PMID: 30473140 DOI: 10.1016/j.kint.2018.08.036] [Citation(s) in RCA: 259] [Impact Index Per Article: 43.2] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2018] [Revised: 08/21/2018] [Accepted: 08/23/2018] [Indexed: 01/29/2023]
Abstract
Reliable estimates of the long-term outcomes of acute kidney injury (AKI) are needed to inform clinical practice and guide allocation of health care resources. This systematic review and meta-analysis aimed to quantify the association between AKI and chronic kidney disease (CKD), end-stage kidney disease (ESKD), and death. Systematic searches were performed through EMBASE, MEDLINE, and grey literature sources to identify cohort studies in hospitalized adults that used standardized definitions for AKI, included a non-exposed comparator, and followed patients for at least 1 year. Risk of bias was assessed by the Newcastle-Ottawa Scale. Random effects meta-analyses were performed to pool risk estimates; subgroup, sensitivity, and meta-regression analyses were used to investigate heterogeneity. Of 4973 citations, 82 studies (comprising 2,017,437 participants) were eligible for inclusion. Common sources of bias included incomplete reporting of outcome data, missing biochemical values, and inadequate adjustment for confounders. Individuals with AKI were at increased risk of new or progressive CKD (HR 2.67, 95% CI 1.99-3.58; 17.76 versus 7.59 cases per 100 person-years), ESKD (HR 4.81, 95% CI 3.04-7.62; 0.47 versus 0.08 cases per 100 person-years), and death (HR 1.80, 95% CI 1.61-2.02; 13.19 versus 7.26 deaths per 100 person-years). A gradient of risk across increasing AKI stages was demonstrated for all outcomes. For mortality, the magnitude of risk was also modified by clinical setting, baseline kidney function, diabetes, and coronary heart disease. These findings establish the poor long-term outcomes of AKI while highlighting the importance of injury severity and clinical setting in the estimation of risk.
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Zarbock A, Koyner JL, Hoste EAJ, Kellum JA. Update on Perioperative Acute Kidney Injury. Anesth Analg 2018; 127:1236-1245. [DOI: 10.1213/ane.0000000000003741] [Citation(s) in RCA: 63] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
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Hobson C, Lysak N, Huber M, Scali S, Bihorac A. Epidemiology, outcomes, and management of acute kidney injury in the vascular surgery patient. J Vasc Surg 2018; 68:916-928. [PMID: 30146038 PMCID: PMC6236681 DOI: 10.1016/j.jvs.2018.05.017] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2017] [Accepted: 05/13/2018] [Indexed: 12/11/2022]
Abstract
OBJECTIVE Conventional clinical wisdom has often been nihilistic regarding the prevention and management of acute kidney injury (AKI), despite its being a frequent and morbid complication associated with both increased mortality and cost. Recent developments have shown that AKI is not inevitable and that changes in management of patients can reduce both the incidence and morbidity of perioperative AKI. The purpose of this narrative review was to review the epidemiology and outcomes of AKI in patients undergoing vascular surgery using current consensus definitions, to discuss some of the novel emerging risk stratification and prevention techniques relevant to the vascular surgery patient, and to describe a standardized perioperative pathway for the prevention of AKI after vascular surgery. METHODS We performed a critical review of the literature on AKI in the vascular surgery patient using the PubMed and MEDLINE databases and Google Scholar through September 2017 using web-based search engines. We also searched the guidelines and publications available online from the organizations Kidney Disease: Improving Global Outcomes and the Acute Dialysis Quality Initiative. The search terms used included acute kidney injury, AKI, epidemiology, outcomes, prevention, therapy, and treatment. RESULTS The reported epidemiology and outcomes associated with AKI have been evolving since the publication of consensus criteria that allow accurate identification of mild and moderate AKI. The incidence of AKI after major vascular surgery using current criteria is as high as 49%, although there are significant differences, depending on the type of procedure performed. Many tools have become available to assess and to stratify the risk for AKI and to use that information to prevent AKI in the surgical patient. We describe a standardized clinical assessment and management pathway for vascular surgery patients, incorporating current risk assessment and preventive strategies to prevent AKI and to decrease its complications. Patients without any risk factors can be managed in a perioperative fast-track pathway. Those patients with positive risk factors are tested for kidney stress using the urinary biomarker TIMP-2•IGFBP7, and care is then stratified according to the result. Management follows current Kidney Disease: Improving Global Outcomes guidelines. CONCLUSIONS AKI is a common postoperative complication among vascular surgery patients and has a significant impact on morbidity, mortality, and cost. Preoperative risk assessment and optimal perioperative management guided by that risk assessment can minimize the consequences associated with postoperative AKI. Adherence to a standardized perioperative pathway designed to reduce risk of AKI after major vascular surgery offers a promising clinical approach to mitigate the incidence and severity of this challenging clinical problem.
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Affiliation(s)
- Charles Hobson
- Department of Surgery, Malcom Randall VAMC, Gainesville, Fla; Department of Health Services Research, Management and Policy, University of Florida, Gainesville, Fla
| | - Nicholas Lysak
- Department of Surgery, College of Medicine, University of Florida, Gainesville, Fla
| | - Matthew Huber
- Department of Medicine, College of Medicine, University of Florida, Gainesville, Fla
| | - Salvatore Scali
- Department of Surgery, Malcom Randall VAMC, Gainesville, Fla; Department of Surgery, College of Medicine, University of Florida, Gainesville, Fla
| | - Azra Bihorac
- Department of Medicine, College of Medicine, University of Florida, Gainesville, Fla; Precision and Intelligent Systems in Medicine (PrismaP), University of Florida, Gainesville, Fla.
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Garnier J, Faucher M, Marchese U, Meillat H, Mokart D, Ewald J, Delpero JR, Turrini O. Severe acute kidney injury following major liver resection without portal clamping: incidence, risk factors, and impact on short-term outcomes. HPB (Oxford) 2018; 20:865-871. [PMID: 29691124 DOI: 10.1016/j.hpb.2018.03.011] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/28/2017] [Revised: 02/20/2018] [Accepted: 03/30/2018] [Indexed: 12/12/2022]
Abstract
BACKGROUND Acute kidney injury (AKI) following major hepatectomy (MH) remains inadequately investigated. This retrospective study aimed to assess the risk factors and prognostic value of AKI on short-term outcomes following MH without portal pedicle clamping. METHODS From January 2014 through June 2017, 111 consecutive patients underwent MH without portal pedicle clamping, but with intraoperative low-crystalloid infusion. Kidney Disease Improving Global Outcomes stages II and III were classified as severe AKI. RESULTS A total of 102 patients did not develop AKI or only AKI stage I (92%, control group), whereas 9 patients developed severe AKI (8%, severe AKI group). Hepatectomy (P = 0.002) and surgery (P = 0.011) durations were longer in the severe AKI group. Clavien-Dindo grades 3 to 5 morbidity (55% versus 9%, P = 0.001), liver failure (P = 0.017), and 90-day mortality (33% versus 2%, P = 0.003) were significantly higher in the severe AKI group. After a multivariate analysis, the duration of hepatectomy (cut-off: 250 min; P = 0.029) and urea serum levels on postoperative day 3 (P = 0.006) were identified as independent predictors of severe AKI. DISCUSSION Severe AKI, is common with increased duration of hepatectomy, was associated with poor short-term outcomes, and can be predicted by operative duration greater than 250 minutes.
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Affiliation(s)
- Jonathan Garnier
- Department of Surgical Oncology, Institut Paoli-Calmettes, Marseille, France; AixMarseille University, Marseille, France.
| | - Marion Faucher
- Department of Anesthesiology and Critical Care, Institut Paoli Calmettes, Marseille, France
| | - Ugo Marchese
- Department of Surgical Oncology, Institut Paoli-Calmettes, Marseille, France; AixMarseille University, Marseille, France
| | - Hélène Meillat
- Department of Surgical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Djamel Mokart
- Department of Anesthesiology and Critical Care, Institut Paoli Calmettes, Marseille, France
| | - Jacques Ewald
- Department of Surgical Oncology, Institut Paoli-Calmettes, Marseille, France
| | - Jean-Robert Delpero
- Department of Surgical Oncology, Institut Paoli-Calmettes, Marseille, France; AixMarseille University, Marseille, France
| | - Olivier Turrini
- Department of Surgical Oncology, Institut Paoli-Calmettes, Marseille, France; AixMarseille University, Marseille, France
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Zhang Y, Jiang L, Wang B, Xi X. Epidemiological characteristics of and risk factors for patients with postoperative acute kidney injury: a multicenter prospective study in 30 Chinese intensive care units. Int Urol Nephrol 2018; 50:1319-1328. [PMID: 29480442 DOI: 10.1007/s11255-018-1828-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2017] [Accepted: 02/17/2018] [Indexed: 12/25/2022]
Abstract
BACKGROUND Although there were studies to investigate the risk factors for acute kidney injury (AKI) after surgery, most of them focused on one specific type of surgeries. The risk factors for postoperative AKI in patients undergoing all surgeries in intensive care units (ICU) have not been reported. METHODS Data from 1731 patients undergoing surgery in 30 ICUs of 28 tertiary hospitals in Beijing from March to August 2012 were prospectively collected. AKI was defined and staged by the KDIGO criteria. Multivariate logistic regression analysis was performed to assess independent risk factors for postoperative AKI. RESULTS Postoperative AKI occurred in 44.8% of patients (stage 1 54.8%; stage 2 21.9%, stage 3 23.3%). Cardiovascular surgery was identified as an independent factor for postoperative AKI as well as emergency surgery [odds ratio (OR) 1.403], nephrotoxic drugs (OR 1.303), APACHE II score (OR 1.055), SOFA score (OR 1.115), duration for positive fluid balance (OR 1.165), use of diuretics (OR 2.293), sepsis (OR 1.501), and CKD (OR 4.517). AKI stage 3 versus stages 1-2 was associated with higher mortality in ICU, hospital, and 28-day follow-up after cardiovascular, abdominal, limb, and chest surgeries, while this was not observed after neurosurgery or other surgeries. CONCLUSION Risk factors for AKI in ICU patients after different types of surgery were identified. This might be the first step to reduce the high incidence of AKI after surgery. The presence of AKI in ICU patients was associated with higher mortality after most types of surgery, but not after neurosurgery. TRIAL REGISTRATION ChiCTR-ONC-11001875.
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Affiliation(s)
- Yu Zhang
- Department of Critical Care Medicine, Fu Xing Hospital, Capital Medical University, Beijing, 100038, China
- Department of Intensive Care Units, Tangshan People's Hospital, Tangshan, 063000, China
| | - Li Jiang
- Department of Critical Care Medicine, Fu Xing Hospital, Capital Medical University, Beijing, 100038, China
| | - Baomin Wang
- Department of Intensive Care Units, Tangshan People's Hospital, Tangshan, 063000, China
| | - Xiuming Xi
- Department of Critical Care Medicine, Fu Xing Hospital, Capital Medical University, Beijing, 100038, China.
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Gameiro J, Fonseca JA, Neves M, Jorge S, Lopes JA. Acute kidney injury in major abdominal surgery: incidence, risk factors, pathogenesis and outcomes. Ann Intensive Care 2018; 8:22. [PMID: 29427134 PMCID: PMC5807256 DOI: 10.1186/s13613-018-0369-7] [Citation(s) in RCA: 89] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2017] [Accepted: 02/05/2018] [Indexed: 12/11/2022] Open
Abstract
Acute kidney injury (AKI) is a common complication in patients undergoing major abdominal surgery. Various recent studies using modern standardized classifications for AKI reported a variable incidence of AKI after major abdominal surgery ranging from 3 to 35%. Several patient-related, procedure-related factors and postoperative complications were identified as risk factors for AKI in this setting. AKI following major abdominal surgery has been shown to be associated with poor short- and long-term outcomes. Herein, we provide a contemporary and critical review of AKI after major abdominal surgery focusing on its incidence, risk factors, pathogeny and outcomes.
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Affiliation(s)
- Joana Gameiro
- Division of Nephrology and Renal Transplantation, Department of Medicine, Centro Hospitalar Lisboa Norte, EPE, Av. Prof. Egas Moniz, 1649-035, Lisbon, Portugal.
| | - José Agapito Fonseca
- Division of Nephrology and Renal Transplantation, Department of Medicine, Centro Hospitalar Lisboa Norte, EPE, Av. Prof. Egas Moniz, 1649-035, Lisbon, Portugal
| | - Marta Neves
- Division of Nephrology and Renal Transplantation, Department of Medicine, Centro Hospitalar Lisboa Norte, EPE, Av. Prof. Egas Moniz, 1649-035, Lisbon, Portugal
| | - Sofia Jorge
- Division of Nephrology and Renal Transplantation, Department of Medicine, Centro Hospitalar Lisboa Norte, EPE, Av. Prof. Egas Moniz, 1649-035, Lisbon, Portugal
| | - José António Lopes
- Division of Nephrology and Renal Transplantation, Department of Medicine, Centro Hospitalar Lisboa Norte, EPE, Av. Prof. Egas Moniz, 1649-035, Lisbon, Portugal
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Comparison of acute kidney injury between open and laparoscopic liver resection: Propensity score analysis. PLoS One 2017; 12:e0186336. [PMID: 29028816 PMCID: PMC5640237 DOI: 10.1371/journal.pone.0186336] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2017] [Accepted: 10/01/2017] [Indexed: 12/12/2022] Open
Abstract
The inflammatory response has been shown to be a major contributor to acute kidney injury. Considering that laparoscopic surgery is beneficial in reducing the inflammatory response, we compared the incidence of postoperative acute kidney injury between laparoscopic liver resection and open liver resection. Among 1173 patients who underwent liver resection surgery, 222 of 926 patients who underwent open liver resection were matched with 222 of 247 patients who underwent laparoscopic liver resection, by using propensity score analysis. The incidence of postoperative acute kidney injury assessed according to the creatinine criteria of the Kidney Disease: Improving Global Outcomes definition was compared between those 1:1 matched groups. A total 77 (6.6%) cases of postoperative acute kidney injury occurred. Before matching, the incidence of acute kidney injury after laparoscopic liver resection was significantly lower than that after open liver resection [1.6% (4/247) vs. 7.9% (73/926), P < 0.001]. After 1:1 matching, the incidence of postoperative acute kidney injury was still significantly lower after laparoscopic liver resection than after open liver resection [1.8% (4/222) vs. 6.3% (14/222), P = 0.008; odds ratio 0.273, 95% confidence interval 0.088-0.842, P = 0.024]. The postoperative inflammatory marker was also lower in laparoscopic liver resection than in open liver resection in matched set data (white blood cell count 12.7 ± 4.0 × 103/μL vs. 14.9 ± 3.9 × 103/μL, P < 0.001). Our findings suggest that the laparoscopic technique, by decreasing the inflammatory response, may reduce the occurrence of postoperative acute kidney injury during liver resection surgery.
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34
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Junot S, Keroak S, Del Castillo JRE, Ayoub JY, Paquet C, Bonnet-Garin JM, Troncy E. Inhaled nitric oxide prevents NSAID-induced renal impairment in pseudo-normovolaemic piglets. PLoS One 2017; 12:e0179475. [PMID: 28658254 PMCID: PMC5489163 DOI: 10.1371/journal.pone.0179475] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2017] [Accepted: 05/31/2017] [Indexed: 01/17/2023] Open
Abstract
Objective Inhaled nitric oxide (iNO) is commonly used as a treatment of pulmonary hypertension. Its action is purported to be specific to the lung, but extrapulmonary effects have been reported. The objective of this study was to evaluate if iNO could compensate the renal impairment induced by ketoprofen, a conventional non-steroidal anti-inflammatory drug (NSAID), during general anaesthesia. Methods Under pseudo-normovolaemic condition, thirty piglets were randomly assigned into 5 equal groups and equipped for renal and systemic parameters measurements. A first experiment was carried out to validate methods and reproduce the renal effects of iNO (40 ppm) in comparison with a placebo (100% oxygen). In a second experiment, iNO was inhaled for 120 minutes right after NSAID treatment (ketoprofen 2 mg×kg-1 IV, and 40 ppm iNO; group KiNO) and its effects were compared to ketoprofen alone (2 mg×kg-1 IV; group K) and placebo (saline; group C). Results In this model, iNO increased significantly renal blood flow measured by ultrasonic (RBFUL: +53.2±17.2%; p = 0.008) and by PAH clearance (RBFPAH:+78.6±37.6%; p = 0.004) methods, glomerular filtration rate (GFR: +72.6±32.5%; p = 0.006) and urinary output (UO: +47.4±24.2%; p = 0.01). In the second experiment, no significant temporal variation was noted for renal parameters in groups KiNO and C, whereas a significant and constant decrease was observed in the group K for RBFUL (max -19.0±7.1%), GFR (max -26.6±10.4%) and UO (max -30.3±10.5%). Clinical significance Our experiments show that iNO, released from its transport forms after its inhalation, can improve renal safety of NSAIDs. This result is promising regarding the use of NSAIDs in critical conditions, but needs to receive clinical confirmation.
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Affiliation(s)
- Stephane Junot
- VetAgro Sup - Veterinary Campus of Lyon - University of Lyon, APCSE unit, Marcy l’Etoile, France
- * E-mail:
| | - Stephanie Keroak
- Faculty of Veterinary Medicine - University of Montreal, GREPAQ (Research group in animal pharmacology of Quebec) - Department of Veterinary Biomedicine, Saint-Hyacinthe, Québec, Canada
| | - Jerome R. E. Del Castillo
- Faculty of Veterinary Medicine - University of Montreal, GREPAQ (Research group in animal pharmacology of Quebec) - Department of Veterinary Biomedicine, Saint-Hyacinthe, Québec, Canada
| | - Jean-Yves Ayoub
- VetAgro Sup - Veterinary Campus of Lyon - University of Lyon, APCSE unit, Marcy l’Etoile, France
| | - Christian Paquet
- VetAgro Sup - Veterinary Campus of Lyon - University of Lyon, APCSE unit, Marcy l’Etoile, France
| | | | - Eric Troncy
- Faculty of Veterinary Medicine - University of Montreal, GREPAQ (Research group in animal pharmacology of Quebec) - Department of Veterinary Biomedicine, Saint-Hyacinthe, Québec, Canada
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35
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Qin JP, Yu XY, Qian CY, Li SS, Qin TH, Chen EZ, Lin JD, Ai YH, Wu DW, Liu DX, Sun RH, Hu ZJ, Cao XY, Zhou FC, He ZY, Zhou LH, An YZ, Kang Y, Ma XC, Zhao MY, Jiang L, Xu Y, Du B. Value of Kidney Disease Improving Global Outcomes Urine Output Criteria in Critically Ill Patients: A Secondary Analysis of a Multicenter Prospective Cohort Study. Chin Med J (Engl) 2017; 129:2050-7. [PMID: 27569230 PMCID: PMC5009587 DOI: 10.4103/0366-6999.189059] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND Urine output (UO) is an essential criterion of the Kidney Disease Improving Global Outcomes (KDIGO) definition and classification system for acute kidney injury (AKI), of which the diagnostic value has not been extensively studied. We aimed to determine whether AKI based on KDIGO UO criteria (KDIGOUO) could improve the diagnostic and prognostic accuracy, compared with KDIGO serum creatinine criteria (KDIGOSCr). METHODS We conducted a secondary analysis of the database of a previous study conducted by China Critical Care Clinical Trial Group (CCCCTG), which was a 2-month prospective cohort study (July 1, 2009 to August 31, 2009) involving 3063 patients in 22 tertiary Intensive Care Units in Mainland of China. AKI was diagnosed and classified separately based on KDIGOUOand KDIGOSCr. Hospital mortality of patients with more severe AKI classification based on KDIGOUOwas compared with other patients by univariate and multivariate regression analyses. RESULTS The prevalence of AKI increased from 52.4% based on KDIGOSCrto 55.4% based on KDIGOSCrcombined with KDIGOUO. KDIGOUOalso resulted in an upgrade of AKI classification in 7.3% of patients, representing those with more severe AKI classification based on KDIGOUO. Compared with non-AKI patients or those with maximum AKI classification by KDIGOSCr, those with maximum AKI classification by KDIGOUOhad a significantly higher hospital mortality of 58.4% (odds ratio [OR]: 7.580, 95% confidence interval [CI]: 4.141-13.873, P< 0.001). In a multivariate logistic regression analysis, AKI based on KDIGOUO (OR: 2.891, 95% CI: 1.964-4.254, P< 0.001), but not based on KDIGOSCr (OR: 1.322, 95% CI: 0.902-1.939, P = 0.152), was an independent risk factor for hospital mortality. CONCLUSION UO was a criterion with additional value beyond creatinine criterion for AKI diagnosis and classification, which can help identify a group of patients with high risk of death.
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Affiliation(s)
- Jun-Ping Qin
- Medical Intensive Care Unit, Peking Union Medical College Hospital, Beijing 100730; Department of Critical Care Medicine, Beijing Tongren Hospital, Capital Medical University, Beijing 100730, China
| | - Xiang-You Yu
- Department of Critical Care Medicine, First Affiliated Hospital, Xinjiang Medical University, Urumqi, Xinjiang 830054, China
| | - Chuan-Yun Qian
- Department of Emergency Medicine and Medical Intensive Care Unit, The First Affiliated Hospital of Kunming Medical University, Kunming, Yunnan 650032, China
| | - Shu-Sheng Li
- Department of Critical Care Medicine, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China
| | - Tie-He Qin
- Department of Critical Care Medicine, Guangdong General Hospital, Guangzhou, Guangdong 510080, China
| | - Er-Zhen Chen
- Department of Emergency Medicine, Ruijin Hospital, Shanghai Jiao Tong University, Shanghai 200025, China
| | - Jian-Dong Lin
- Department of Critical Care Medicine, The First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian 350005, China
| | - Yu-Hang Ai
- Department of Critical Care Medicine, Xiangya Hospital, Central South University, Changsha, Hunan 410008, China
| | - Da-Wei Wu
- Department of Critical Care Medicine, Qilu Hospital, Shandong University, Jinan, Shandong 250012, China
| | - De-Xin Liu
- Department of Emergency and Critical Care Medicine, The Second Hospital of Jilin University, Changchun, Jilin 130041, China
| | - Ren-Hua Sun
- Department of Critical Care Medicine, Zhejiang Provincial People's Hospital, Hangzhou, Zhejiang 310014, China
| | - Zhen-Jie Hu
- Department of Critical Care Medicine, Hebei Medical University Fourth Hospital, Shijiazhuang, Hebei 050011, China
| | - Xiang-Yuan Cao
- Department of Critical Care Medicine, Affiliated Hospital of Ningxia Medical University, Yinchuan, Ningxia 750004, China
| | - Fa-Chun Zhou
- Department of Emergency and Intensive Care Medicine, The First Affiliated Hospital, Chongqing Medical University, Chongqing 400016, China
| | - Zhen-Yang He
- Department of Critical Care Medicine, Hainan Provincial People's Hospital, Haikou, Hainan 570311, China
| | - Li-Hua Zhou
- Department of Critical Care Medicine, The Affiliated Hospital of Inner Mongolia Medical College, Hohhot, Inner Mongolia 010050, China
| | - You-Zhong An
- Department of Critical Care Medicine, Peking University People's Hospital, Beijing 100044, China
| | - Yan Kang
- Department of Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, Sichuan 610041, China
| | - Xiao-Chun Ma
- Department of Critical Care Medicine, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning 110001, China
| | - Ming-Yan Zhao
- Department of Critical Care Medicine, The First Affiliated Hospital, Harbin Medical University, Harbin, Heilongjiang 150001, China
| | - Li Jiang
- Department of Critical Care Medicine, Fuxing Hospital, Capital Medical University, Beijing 100038, China
| | - Yuan Xu
- Department of Critical Care Medicine, Beijing Tongren Hospital, Capital Medical University, Beijing 100730, China
| | - Bin Du
- Medical Intensive Care Unit, Peking Union Medical College Hospital, Beijing 100730, China
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Smith LE, Smith DK, Blume JD, Siew ED, Billings FT. Latent variable modeling improves AKI risk factor identification and AKI prediction compared to traditional methods. BMC Nephrol 2017; 18:55. [PMID: 28178929 PMCID: PMC5299779 DOI: 10.1186/s12882-017-0465-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Accepted: 01/30/2017] [Indexed: 01/27/2023] Open
Abstract
Background Acute kidney injury (AKI) is diagnosed based on postoperative serum creatinine change, but AKI models have not consistently performed well, in part due to the omission of clinically important but practically unmeasurable variables that affect creatinine. We hypothesized that a latent variable mixture model of postoperative serum creatinine change would partially account for these unmeasured factors and therefore increase power to identify risk factors of AKI and improve predictive accuracy. Methods We constructed a two-component latent variable mixture model and a linear model using data from a prospective, 653-subject randomized clinical trial of AKI following cardiac surgery (NCT00791648) and included established AKI risk factors and covariates known to affect serum creatinine. We compared model fit, discrimination, power to detect AKI risk factors, and ability to predict AKI between the latent variable mixture model and the linear model. Results The latent variable mixture model demonstrated superior fit (likelihood ratio of 6.68 × 1071) and enhanced discrimination (permutation test of Spearman’s correlation coefficients, p < 0.001) compared to the linear model. The latent variable mixture model was 94% (−13 to 1132%) more powerful (median [range]) at identifying risk factors than the linear model, and demonstrated increased ability to predict change in serum creatinine (relative mean square error reduction of 6.8%). Conclusions A latent variable mixture model better fit a clinical cohort of cardiac surgery patients than a linear model, thus providing better assessment of the associations between risk factors of AKI and serum creatinine change and more accurate prediction of AKI. Incorporation of latent variable mixture modeling into AKI research will allow clinicians and investigators to account for clinically meaningful patient heterogeneity resulting from unmeasured variables, and therefore provide improved ability to examine risk factors, measure mechanisms and mediators of kidney injury, and more accurately predict AKI in clinical cohorts. Electronic supplementary material The online version of this article (doi:10.1186/s12882-017-0465-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Loren E Smith
- Department of Anesthesiology, Vanderbilt University Medical Center, 1211 21st Avenue South, Nashville, TN, 37205, USA
| | - Derek K Smith
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Jeffrey D Blume
- Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Edward D Siew
- Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.,Division of Nephrology and Hypertension, Vanderbilt Center for Kidney Disease and Integrated Program for AKI Research, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Frederic T Billings
- Department of Anesthesiology, Vanderbilt University Medical Center, 1211 21st Avenue South, Nashville, TN, 37205, USA. .,Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, USA.
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Palomba H, Castro I, Yu L, Burdmann EA. The duration of acute kidney injury after cardiac surgery increases the risk of long-term chronic kidney disease. J Nephrol 2016; 30:567-572. [DOI: 10.1007/s40620-016-0351-0] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/07/2016] [Accepted: 09/11/2016] [Indexed: 12/17/2022]
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