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Nielsen MB, Budtz-Lilly J, Dahl JN, Keller AK, Jespersen B, Ivarsen PR, Winther S, Birn H. Systematic, Pretransplant Screening by Aortoiliac CT Angiography: Impact on Surgical Decision-making and Clinical Outcomes. Transplant Direct 2025; 11:e1750. [PMID: 39866678 PMCID: PMC11759323 DOI: 10.1097/txd.0000000000001750] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2024] [Revised: 11/24/2024] [Accepted: 11/25/2024] [Indexed: 01/28/2025] Open
Abstract
Background Aortoiliac screening before kidney transplantation is suggested by some guidelines to select patients for transplantation and to assist surgical planning. We investigated the clinical outcomes of systematic screening for aortoiliac disease in potential kidney transplant candidates. Methods In this observational study, 470 potential kidney transplant candidates underwent aortoiliac computed tomography angiography. Patients were characterized by the presence of peripheral artery disease and calcification of iliac arteries and aortoiliac arteries. The risk of graft loss and graft function at 1 y posttransplant were examined and clinical decisions based on the vascular findings were assessed. Results Clinically diagnosed peripheral artery disease was present in 66 patients (14%), circular calcifications in 101 patients (21%), and aortoiliac stenosis in 77 patients (16%). In 326 patients undergoing kidney transplantation, circular calcification or aortoiliac stenosis was not associated with an increased risk of graft loss (P = 0.45 and P = 0.28) or estimated glomerular filtration rate (P = 0.23 and P = 0.76) at 1 y posttransplant. When evaluated for transplantability, clinical decision-making based on vascular findings was recorded in 67 of 429 patients (16%), including rejection for transplantation in 7 patients (2%) and laterality for surgical implantation in 52 patients (12%). Conclusions Systematic screening by aortoiliac computed tomography angiography may assist in surgical planning but seems of limited clinical value in assessing the risk of future graft loss and graft function in patients undergoing kidney transplantation.
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Affiliation(s)
- Marie B. Nielsen
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Renal Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Jacob Budtz-Lilly
- Department of Vascular Surgery, Aarhus University Hospital, Aarhus, Denmark
| | - Jonathan N. Dahl
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Cardiology, Gødstrup Hospital, Herning, Denmark
| | - Anna K. Keller
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Urology, Aarhus University Hospital, Aarhus, Denmark
| | - Bente Jespersen
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Renal Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Per R. Ivarsen
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Renal Medicine, Aarhus University Hospital, Aarhus, Denmark
| | - Simon Winther
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Cardiology, Gødstrup Hospital, Herning, Denmark
| | - Henrik Birn
- Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
- Department of Renal Medicine, Aarhus University Hospital, Aarhus, Denmark
- Department of Biomedicine, Aarhus University, Aarhus, Denmark
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Žuža I, Dodig D, Brumini I, Kutlić M, Đurić R, Katalinić N, Gršković A, Jakšić A, Mavrinac M, Ćelić T, Rački S, Orlić L, Nekić J, Markić D. Impact of Pelvic Calcification Severity on Renal Transplant Outcomes: A Prospective Single-Center Study. J Clin Med 2024; 13:6171. [PMID: 39458121 PMCID: PMC11508836 DOI: 10.3390/jcm13206171] [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] [Received: 08/21/2024] [Revised: 10/13/2024] [Accepted: 10/14/2024] [Indexed: 10/28/2024] Open
Abstract
Background: Vascular calcifications (VC) are increasingly prevalent in patients with chronic kidney disease. This study aimed to assess the incidence of iliac artery calcifications in kidney transplant (KT) patients and explore the relationship between iliac VC burden measured by pelvic calcification score (PCS) and renal transplant outcomes. Methods: This prospective study involved 79 KT recipients. VC quantification, using a pre-transplant computed tomography (CT) scan, was performed by assessing calcifications in the common and external iliac arteries bilaterally, resulting in an overall PCS ranging from 0 (no calcifications) to 44 (extensive calcifications). Based on PCS values, patients were divided into three equal-sized groups: PCS Group 1 (PCS 0-4), PCS Group 2 (PCS 5-19), and PCS Group 3 (PCS > 19). Post-transplant outcomes tracked for at least 1 year were patient and graft survival, graft function (urea, creatinine, MAG-3 clearance), and incidence of MACE during the first post-transplant year. Results: Calcifications were present in at least one arterial segment in 61 patients (77.2%). One-year patient survival was 95%, and one-year graft survival was 92.4%. Patients in PCS Group 3 had significantly lower one-year patient and graft survival compared to those in PCS Group 1 and 2 (p = 0.006 and p = 0.008, respectively). MACE and renal function indicators 1-year post-transplant were similar across all PCS groups. Conclusions: Our study demonstrated that a significant majority of KT recipients exhibited iliac VC during pre-transplant CT assessments. Patients in PCS Group 3 exhibited significantly lower one-year patient and graft survival rates compared to those in PCS Groups 1 and 2, indicating that this subgroup may require more intensive post-transplant monitoring and management.
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Affiliation(s)
- Iva Žuža
- Department of Diagnostic and Interventional Radiology, Clinical Hospital Center Rijeka, 51000 Rijeka, Croatia;
| | - Doris Dodig
- European Telemedicine Clinic, 08005 Barcelona, Spain;
| | - Ivan Brumini
- Department of Diagnostic and Interventional Radiology, Clinical Hospital Center Rijeka, 51000 Rijeka, Croatia;
| | - Mate Kutlić
- Faculty of Medicine, University of Rijeka, 51000 Rijeka, Croatia; (M.K.); (R.Đ.); (N.K.); (A.G.); (A.J.); (T.Ć.); (S.R.); (L.O.); (D.M.)
| | - Robert Đurić
- Faculty of Medicine, University of Rijeka, 51000 Rijeka, Croatia; (M.K.); (R.Đ.); (N.K.); (A.G.); (A.J.); (T.Ć.); (S.R.); (L.O.); (D.M.)
| | - Nataša Katalinić
- Faculty of Medicine, University of Rijeka, 51000 Rijeka, Croatia; (M.K.); (R.Đ.); (N.K.); (A.G.); (A.J.); (T.Ć.); (S.R.); (L.O.); (D.M.)
- Clinical Institute of Transfusion Medicine, Clinical Hospital Center Rijeka, 51000 Rijeka, Croatia
| | - Antun Gršković
- Faculty of Medicine, University of Rijeka, 51000 Rijeka, Croatia; (M.K.); (R.Đ.); (N.K.); (A.G.); (A.J.); (T.Ć.); (S.R.); (L.O.); (D.M.)
- Department of Urology, Clinical Hospital Center Rijeka, 51000 Rijeka, Croatia
| | - Ante Jakšić
- Faculty of Medicine, University of Rijeka, 51000 Rijeka, Croatia; (M.K.); (R.Đ.); (N.K.); (A.G.); (A.J.); (T.Ć.); (S.R.); (L.O.); (D.M.)
- Department of Urology, Clinical Hospital Center Rijeka, 51000 Rijeka, Croatia
| | - Martina Mavrinac
- Faculty of Educational Sciences, University of Pula, 52100 Pula, Croatia;
| | - Tanja Ćelić
- Faculty of Medicine, University of Rijeka, 51000 Rijeka, Croatia; (M.K.); (R.Đ.); (N.K.); (A.G.); (A.J.); (T.Ć.); (S.R.); (L.O.); (D.M.)
| | - Sanjin Rački
- Faculty of Medicine, University of Rijeka, 51000 Rijeka, Croatia; (M.K.); (R.Đ.); (N.K.); (A.G.); (A.J.); (T.Ć.); (S.R.); (L.O.); (D.M.)
- Department of Nephrology, Dialysis and Transplantation, Clinical Hospital Center Rijeka, 51000 Rijeka, Croatia
| | - Lidija Orlić
- Faculty of Medicine, University of Rijeka, 51000 Rijeka, Croatia; (M.K.); (R.Đ.); (N.K.); (A.G.); (A.J.); (T.Ć.); (S.R.); (L.O.); (D.M.)
- Department of Nephrology, Dialysis and Transplantation, Clinical Hospital Center Rijeka, 51000 Rijeka, Croatia
| | - Jasna Nekić
- Department of Nuclear Medicine, Clinical Hospital Center Rijeka, 51000 Rijeka, Croatia;
| | - Dean Markić
- Faculty of Medicine, University of Rijeka, 51000 Rijeka, Croatia; (M.K.); (R.Đ.); (N.K.); (A.G.); (A.J.); (T.Ć.); (S.R.); (L.O.); (D.M.)
- Department of Urology, Clinical Hospital Center Rijeka, 51000 Rijeka, Croatia
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Röder F, Banning LBD, Bokkers RPH, de Vries JPPM, Schuurmann RCL, Zeebregts CJ, Pol RA. Carotid calcium burden derived from computed tomography angiography as a predictor of all-cause mortality after carotid endarterectomy. J Vasc Surg 2023; 78:995-1002. [PMID: 37257670 DOI: 10.1016/j.jvs.2023.05.036] [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: 03/20/2023] [Revised: 05/07/2023] [Accepted: 05/21/2023] [Indexed: 06/02/2023]
Abstract
OBJECTIVE Carotid endarterectomy (CEA) aims to reduce the risk of stroke in patients with atherosclerotic carotid disease. Preoperative risk assessments that predict complications are needed to optimize the care in this patient group. The current approach, namely relying solely on symptomatology and degree of stenosis, is outdated and calls for innovation. The Agatston calcium score was applied in several vascular specialties to assess cardiovascular risk profile but has been little studied in carotid surgery. It is hypothesized that a higher calcium burden at initial presentation equates to a worse prognosis attributable to an increased cerebrovascular and cardiovascular risk profile. The aim was to investigate the association between preoperative ipsilateral calcium score and postoperative all-cause mortality in patients undergoing CEA. METHODS This single-center retrospective cohort study included 89 patients who underwent CEA at a tertiary referral center between 2010 and 2018. Preoperative calcium scores were measured on contrast-enhanced computed tomography images with patient-specific Hounsfield thresholds at the level of the carotid bifurcation. The association between these calcium scores and all-cause mortality was analyzed using multivariable adjusted Cox proportional hazard analysis. RESULTS Cox proportional hazard analysis demonstrated a significant association between preoperative ipsilateral carotid calcium score and all-cause mortality (hazard ratio, 1.10; 95% confidence interval, 1.03-1.16; P = .003). After adjusting for age, preoperative estimated glomerular filtration rate, and diabetes mellitus, a significant association remained (hazard ratio, 1.07; 95% confidence interval, 1.00-1.15; P = .05). CONCLUSIONS A higher calcium burden was predictive of worse outcome, which might be explained by an overall poorer health status. These results highlight the potential of calcium measurements in combination with other traditional risk factors, for preoperative risk assessment and thus for improved patient education and care.
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Affiliation(s)
- Franziska Röder
- Division of Vascular Surgery, Department of Surgery, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Louise B D Banning
- Division of Vascular Surgery, Department of Surgery, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Reinoud P H Bokkers
- Department of Radiology, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Jean-Paul P M de Vries
- Division of Vascular Surgery, Department of Surgery, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Richte C L Schuurmann
- Division of Vascular Surgery, Department of Surgery, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Clark J Zeebregts
- Division of Vascular Surgery, Department of Surgery, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands
| | - Robert A Pol
- Division of Vascular Surgery, Department of Surgery, University Medical Centre Groningen, University of Groningen, Groningen, The Netherlands.
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Koh HB, Ryu JH, Kim SS, Kim MG, Park JB, Kim CD, Kang KP, Ro H, Han SY, Huh KH, Yang J. Association between sclerostin levels and vascular outcomes in kidney transplantation patients. J Nephrol 2023; 36:2091-2109. [PMID: 37751127 DOI: 10.1007/s40620-023-01732-7] [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: 05/06/2023] [Accepted: 07/03/2023] [Indexed: 09/27/2023]
Abstract
BACKGROUND The impact of circulating sclerostin levels on vascular calcification has shown conflicting results depending on the target population and vascular anatomy. This study investigated the associations of sclerostin levels with vascular outcomes in kidney transplant patients. METHODS In a prospective observational study of the Korean Cohort Study for Outcome in Patients with Kidney Transplantation, 591 patients with serum sclerostin level data prior to transplantation were analyzed. The main predictor was the pre-transplant sclerostin level. Vascular outcomes were the abdominal aortic calcification score and brachial-ankle pulse wave velocity measured at pre-transplant screening and three and five years after kidney transplantation. RESULTS In linear regression analysis, sclerostin level positively correlated with changes in abdominal aortic calcification score between baseline and five years after kidney transplantation (coefficient of 0.73 [95% CI, 0.11-1.35] and 0.74 [95% CI, 0.06-1.42] for second and third tertiles, respectively, vs the first tertile). In a longitudinal analysis over five years, using generalized estimating equations, the coefficient of the interaction (sclerostin × time) was significant with a positive value, indicating that higher sclerostin levels were associated with faster increase in post-transplant abdominal aortic calcification score. Linear regression analysis revealed a positive association between pre-transplant sclerostin levels and changes in brachial-ankle pulse wave velocity (coefficient of 126.7 [95% CI, 35.6-217.8], third vs first tertile). Moreover, a significant interaction was identified between sclerostin levels and brachial-ankle pulse wave velocity at five years. CONCLUSIONS Elevated pre-transplant sclerostin levels are associated with the progression of post-transplant aortic calcifications and arterial stiffness.
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Affiliation(s)
- Hee Byung Koh
- Department of Internal Medicine, Catholic Kwandong University International Saint Mary's Hospital, Incheon, Republic of Korea
| | - Jung Hwa Ryu
- Department of Internal Medicine, Ewha Womans University Seoul Hospital, Seoul, Republic of Korea
| | - Seung-Seob Kim
- Department of Radiology, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Myung-Gyu Kim
- Department of Internal Medicine, Korea University College of Medicine, Seoul, Republic of Korea
| | - Jae Berm Park
- Department of Surgery, Seoul Samsung Medical Center, Sungkyunkwan University, Seoul, Republic of Korea
| | - Chan Duk Kim
- Department of Internal Medicine, Kyungpook National University Hospital, Daegu, Republic of Korea
| | - Kyung Pyo Kang
- Department of Internal Medicine, Research Institute of Clinical Medicine, Jeonbuk National University Medical School, Jeonju, Republic of Korea
| | - Han Ro
- Department of Internal Medicine, Gil Hospital, Gachon University, Incheon, Republic of Korea
| | - Seung-Yeup Han
- Department of Internal Medicine, Dongsan Medical Center, Keimyung University, Daegu, Republic of Korea
| | - Kyu Ha Huh
- Department of Surgery, Severance Hospital, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Jaeseok Yang
- Department of Internal Medicine, Yonsei University College of Medicine, 50-1 Yonsei-ro, Seodaemun-gu, Seoul, 03722, Republic of Korea.
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Devia-Rodriguez R, Derksen M, de Groot K, Vedder IR, Zeebregts CJ, Bokkers RPH, Pol RA, de Vries JPPM, Schuurmann RCL. Validation of a Length-Adjusted Abdominal Arterial Calcium Score Method for Contrast-Enhanced CT Scans. Diagnostics (Basel) 2023; 13:diagnostics13111934. [PMID: 37296786 DOI: 10.3390/diagnostics13111934] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2023] [Revised: 05/25/2023] [Accepted: 05/29/2023] [Indexed: 06/12/2023] Open
Abstract
BACKGROUND The Agatston score on noncontrast computed tomography (CT) scans is the gold standard for calcium load determination. However, contrast-enhanced CT is commonly used for patients with atherosclerotic cardiovascular diseases (ASCVDs), such as peripheral arterial occlusive disease (PAOD) and abdominal aortic aneurysm (AAA). Currently, there is no validated method to determine calcium load in the aorta and peripheral arteries with a contrast-enhanced CT. This study validated a length-adjusted calcium score (LACS) method for contrast-enhanced CT scans. METHOD The LACS (calcium volume in mm3/arterial length in cm) in the abdominal aorta was calculated using four-phase liver CT scans of 30 patients treated between 2017 and 2021 at the University Medical Center Groningen (UMCG) with no aortic disease. Noncontrast CT scans were segmented with a 130 Hounsfield units (HU) threshold, and a patient-specific threshold was used for contrast-enhanced CTs. The LACS was calculated and compared from both segmentations. Secondly, the interobserver variability and the influence of slice thickness (0.75 mm vs. 2.0 mm) was determined. RESULTS There was a high correlation between the LACS from contrast-enhanced CT scans and the LACS of noncontrast CTs (R2 = 0.98). A correction factor of 1.9 was established to convert the LACS derived from contrast-enhanced CT to noncontrast CT scans. LACS interobserver agreement on contrast-enhanced CT was excellent (1.0, 95% confidence interval = 1.0-1.0). The 0.75 mm CT threshold was 541 (459-625) HU compared with 500 (419-568) HU on 2 mm CTs (p = 0.15). LACS calculated with both thresholds was not significantly different (p = 0.63). CONCLUSION The LACS seems to be a robust method for scoring calcium load on contrast-enhanced CT scans in arterial segments with various lengths.
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Affiliation(s)
- Raul Devia-Rodriguez
- Department of Surgery, Division of Vascular Surgery, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands
| | - Maikel Derksen
- Department of Surgery, Division of Vascular Surgery, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands
| | - Kristian de Groot
- Department of Surgery, Division of Vascular Surgery, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands
| | - Issi R Vedder
- Department of Radiology, Medical Imaging Center, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands
| | - Clark J Zeebregts
- Department of Surgery, Division of Vascular Surgery, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands
| | - Reinoud P H Bokkers
- Department of Radiology, Medical Imaging Center, University Medical Center Groningen, University of Groningen, 9700 RB Groningen, The Netherlands
| | - Robert A Pol
- Department of Surgery, Division of Vascular Surgery, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands
| | - Jean-Paul P M de Vries
- Department of Surgery, Division of Vascular Surgery, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands
| | - Richte C L Schuurmann
- Department of Surgery, Division of Vascular Surgery, University Medical Center Groningen, University of Groningen, 9713 GZ Groningen, The Netherlands
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Rijkse E, Roodnat JI, Baart SJ, Bijdevaate DC, Dijkshoorn ML, Kimenai HJAN, van de Wetering J, IJzermans JNM, Minnee RC. Ipsilateral Aorto-Iliac Calcification is Not Directly Associated With eGFR After Kidney Transplantation: A Prospective Cohort Study Analyzed Using a Linear Mixed Model. Transpl Int 2023; 36:10647. [PMID: 36756277 PMCID: PMC9901502 DOI: 10.3389/ti.2023.10647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/16/2022] [Accepted: 01/05/2023] [Indexed: 01/21/2023]
Abstract
Aorto-iliac calcification (AIC) is a well-studied risk factor for post-transplant cardiovascular events and mortality. Its effect on graft function remains unknown. The primary aim of this prospective cohort study was to assess the association between AIC and estimated glomerular filtration rate (eGFR) in the first year post-transplant. Eligibility criteria were: ≥50 years of age or ≥30 years with at least one risk factor for vascular disease. A non-contrast-enhanced CT-scan was performed with quantification of AIC using the modified Agatston score. The association between AIC and eGFR was investigated with a linear mixed model adjusted for predefined variables. One-hundred-and-forty patients were included with a median of 31 (interquartile range 26-39) eGFR measurements per patient. No direct association between AIC and eGFR was found. We observed a significant interaction between follow-up time and ipsilateral AIC, indicating that patients with higher AIC scores had lower eGFR trajectory over time starting 100 days after transplant (p = 0.014). To conclude, severe AIC is not directly associated with lower post-transplant eGFR. The significant interaction indicates that patients with more severe AIC have a lower eGFR trajectory after 100 days in the first year post-transplant.
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Affiliation(s)
- Elsaline Rijkse
- Department of Surgery, Division of HPB and Transplant Surgery, Erasmus MC Transplant Institute, Erasmus MC University Medical Center, Rotterdam, Netherlands
| | - Joke I. Roodnat
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC Transplant Institute, Erasmus MC University Medical Center, Rotterdam, Netherlands
| | - Sara J. Baart
- Department of Biostatistics, Erasmus Medical Center, Rotterdam, Netherlands
| | | | - Marcel L. Dijkshoorn
- Department of Radiology, Erasmus MC University Medical Center, Rotterdam, Netherlands
| | - Hendrikus J. A. N. Kimenai
- Department of Surgery, Division of HPB and Transplant Surgery, Erasmus MC Transplant Institute, Erasmus MC University Medical Center, Rotterdam, Netherlands
| | - Jacqueline van de Wetering
- Department of Internal Medicine, Division of Nephrology and Transplantation, Erasmus MC Transplant Institute, Erasmus MC University Medical Center, Rotterdam, Netherlands
| | - Jan N. M. IJzermans
- Department of Surgery, Division of HPB and Transplant Surgery, Erasmus MC Transplant Institute, Erasmus MC University Medical Center, Rotterdam, Netherlands
| | - Robert C. Minnee
- Department of Surgery, Division of HPB and Transplant Surgery, Erasmus MC Transplant Institute, Erasmus MC University Medical Center, Rotterdam, Netherlands,*Correspondence: Robert C. Minnee,
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Atherosclerosis and Intrarenal Resistance Index in Kidney Transplant Recipients. Transplant Direct 2023; 9:e1435. [PMID: 36700068 PMCID: PMC9835894 DOI: 10.1097/txd.0000000000001435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2022] [Revised: 10/30/2022] [Accepted: 11/23/2022] [Indexed: 01/27/2023] Open
Abstract
Atherosclerosis of the aortoiliac vessels can adversely affect kidney perfusion after kidney transplantation. Atherosclerosis severity can be determined using the calcium score (CaScore). Potential problems with posttransplantation kidney perfusion can be determined using the intrarenal resistance index (RI). This study investigated the association between aortoiliac CaScore and RI in kidney transplant recipients. Methods Kidney transplant recipients (2004-2019), for whom the CaScore and RI were determined, were included in this dual-center cohort study. CaScore was measured in 3 aortoiliac segments using noncontrast CT imaging. RI was determined using Doppler ultrasound. Multivariable linear regression analyses were performed between the CaScore and RI, adjusted for confounding variables. Results The mean age of the 389 included patients was 59 (±13) y. The mean RI (unitless) was 0.71 (±0.09)' and the median CaScore (unitless) was 3340 (399-7833). In univariable linear regression analyses with RI as the dependent variable, CaScore (β = 0.011; P < 0.001) was positively associated with RI. Moreover, recipient age (β = 0.014; P < 0.001), history of diabetes (β = 0.029; P = 0.003), recipient history of vascular interventions (β = 0.032; P = 0.002), prior dialysis (β = 0.029; P = 0.003), deceased donor transplantation (β = 0.042; P < 0.001), donation after cardiac death (β = 0.036; P = 0.001), an increase in cold ischemia time (β = 0.011; P < 0.001), and the Comprehensive Complication Index (β = 0.006; P = 0.002) were also positively associated with RI, whereas preoperative recipient diastolic blood pressure (β = -0.007; P = 0.030) was inversely associated. In multivariable analyses, CaScore and RI remained significantly (P = 0.010) associated, independent of adjustment for potential confounders. Furthermore, in univariable linear regression analyses, multiple graft function characteristics were associated with RI. Conclusions A significant association was found between CaScore and RI, independent of adjustment for multiple potential confounding factors, leading to a better insight into the development and interpretation of RI. Aortoiliac atherosclerosis should be considered when interpreting the RI and determining the possible cause of malperfusion and graft failure after kidney transplantation.
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8
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Žuža I, Dodig D, Brumini I, Tokmadžić D, Orlić L, Zgrablić D, Vukelić I, Gršković A, Katalinić N, Jakšić A, Miletić D, Rački S, Markić D. A CT-based pelvic calcification score in kidney transplant patients is a possible predictor of graft and overall survival. Br J Radiol 2022; 95:20220394. [PMID: 36116132 PMCID: PMC9793470 DOI: 10.1259/bjr.20220394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2022] [Revised: 07/13/2022] [Accepted: 08/24/2022] [Indexed: 01/09/2023] Open
Abstract
OBJECTIVES Computerized tomography (CT) is the most accurate method for evaluating pelvic calcifications, which are of utmost importance for planning kidney transplantation (KT). The aim of our study was to evaluate the incidence and distribution of iliac artery calcifications and correlate the novel pelvic calcification score (PCS) with cardiovascular risk factors and graft and overall survival in KT patients. METHODS We retrospectively included 118 KT patients operated at our institution with pretransplant pelvic CT. Calcification morphology, circumference and length of both common and external iliac arteries were independently scored by two uroradiologists. PCS was calculated as the total score sum of all three calcification features in all vessels. PCS correlation with graft and patient survival was performed. RESULTS Calcification in at least one vascular segment was found in 79% of patients. PCS was significantly higher in male patients (p = 0.006), patients over 55 years (p < 0.001), and patients on haemodialysis (p = 0.016). Patients with a PCS >3 had significantly shorter graft and overall survival rates (p = 0.041 and p = 0.039, respectively). CONCLUSIONS The extent of iliac artery calcification in KT recipients quantified by PCS on pretransplant CT correlates with graft and overall patient survival. A PCS over three was associated with worse clinical outcomes and could become a possible prognostic factor. ADVANCES IN KNOWLEDGE Our novel PCS is a robust method for quantifying iliac artery calcification burden. Since higher a PCS correlates with worse patient and graft survival, PCS has the potential to become a prognostic factor in kidney transplant patients.
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Affiliation(s)
- Iva Žuža
- Department of Radiology, University Hospital Rijeka, Rijeka, Croatia
| | - Doris Dodig
- Department of Radiology, University Hospital Rijeka, Rijeka, Croatia
| | - Ivan Brumini
- Department of Radiology, University Hospital Rijeka, Rijeka, Croatia
| | | | | | - David Zgrablić
- Faculty of Medicine, University of Rijeka, Rijeka, Croatia
| | - Ivan Vukelić
- Department of Urology, University Hospital Rijeka, Rijeka, Croatia
| | | | | | - Ante Jakšić
- Department of Urology, University Hospital Rijeka, Rijeka, Croatia
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Jarmi T, Spaulding AC, Jebrini A, Sella DM, Alexander LF, Nussbaum S, Shoukry M, White L, Wadei HM, Farres H. Association of Abdominal Arterial Calcification Score with Patients' Survival and Kidney Allograft Function after Kidney Transplant. World J Surg 2022; 46:2468-2475. [PMID: 35854013 DOI: 10.1007/s00268-022-06665-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/26/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND Abdominal arterial calcification (AAC) is common among candidates for kidney transplant. The aim of this study is to correlate AAC score value with post-kidney transplant outcomes. METHODS We modified the coronary calcium score by changing the intake data points and used it to quantitate the AAC. We conducted a retrospective clinical study of all adult patients who were transplanted at our center, between 2010 and 2013, and had abdominal computed tomography scan done before transplantation. Outcomes included mortality, pulse pressure (PP) measured by 24 h ambulatory blood pressure monitoring system, and kidney allograft function measured by iothalamate clearance. RESULTS For each 1000 increase of AAC score value, there is an associated 1.05 increase in the risk of death (95% CI 1.02, 1.08) (p < 0.001). Overall median AAC value for all patients was 1784; Kaplan-Meier curve showed reduced survival of all-cause mortality for patients with AAC score value above median and reduced survival among patients with cardiac related mortality. The iothalamate clearance was lower among patients with total AAC score value above the median. Patients with abnormal PP (< 40 or > 60 mmHg) had an elevated median AAC score value at 4319.3 (IQR 1210.4, 11097.1) compared to patients with normal PP with AAC score value at 595.9 (IQR 9.9, 2959.9) (p < 0.001). CONCLUSION We showed an association of AAC with patients' survival and kidney allograft function after kidney transplant. The AAC score value could be used as a risk stratification when patients are considered for kidney transplant.
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Affiliation(s)
- Tambi Jarmi
- Department of Transplant, Mayo Clinic Florida, 4500 San Pablo Road, Jacksonville, FL, 32224, USA.
| | - Aaron C Spaulding
- Division of Health Delivery Research, Mayo Clinic Florida, Jacksonville, USA
| | - Abdullah Jebrini
- Department of Transplant, Mayo Clinic Florida, 4500 San Pablo Road, Jacksonville, FL, 32224, USA
| | - David M Sella
- Department of Radiology, Mayo Clinic Florida, Jacksonville, USA
| | | | - Samuel Nussbaum
- Division of Vascular Surgery, Mayo Clinic Florida, Jacksonville, USA
| | - Mira Shoukry
- Division of Vascular Surgery, Mayo Clinic Florida, Jacksonville, USA
| | - Launia White
- Department of Quantitative Health Sciences, Mayo Clinic Florida, Jacksonville, USA
| | - Hani M Wadei
- Department of Transplant, Mayo Clinic Florida, 4500 San Pablo Road, Jacksonville, FL, 32224, USA
| | - Houssam Farres
- Division of Vascular Surgery, Mayo Clinic Florida, Jacksonville, USA
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10
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Babakry S, Rijkse E, Roodnat JI, Bijdevaate DC, IJzermans JNM, Minnee RC. Risk of post-transplant cardiovascular events in kidney transplant recipients with preexisting aortoiliac stenosis. Clin Transplant 2021; 36:e14515. [PMID: 34674329 PMCID: PMC9285727 DOI: 10.1111/ctr.14515] [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: 08/10/2021] [Revised: 10/07/2021] [Accepted: 10/11/2021] [Indexed: 11/28/2022]
Abstract
Prediction of the risk of cardiovascular events (CVE's) is important to optimize outcomes after kidney transplantation. Aortoiliac stenosis is frequently observed during pre‐transplant screening. We hypothesized that these patients are at higher risk of post‐transplant CVE's due to the joint underlying atherosclerotic disease. Therefore, we aimed to assess whether aortoiliac stenosis was associated with post‐transplant CVE's. This retrospective, single‐center cohort study included adult kidney transplant recipients, transplanted between 2000 and 2016, with contrast‐enhanced imaging available. Aortoiliac stenosis was classified according to the Trans‐Atlantic Inter‐Society Consensus (TASC) II classification and was defined as significant in case of ≥50% lumen narrowing. The primary outcome was CVE‐free survival. Eighty‐nine of 367 patients had significant aortoiliac stenosis and were found to have worse CVE‐free survival (median CVE‐free survival: stenosis 4.5 years (95% confidence interval (CI) 2.8–6.2), controls 8.9 years (95% CI 6.8–11.0); log‐rank test P < .001). TASC II C and D lesions were independent risk factors for a post‐transplant CVE with a hazard ratio of 2.15 (95% CI 1.05–4.38) and 6.56 (95% CI 2.74–15.70), respectively. Thus, kidney transplant recipients with TASC II C and D aortoiliac stenosis require extensive cardiovascular risk management pre‐, peri,‐ and post‐transplantation.
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Affiliation(s)
- Shabnam Babakry
- Erasmus MC Transplant Institute, Division HPB and Transplant Surgery, Department of Surgery, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Elsaline Rijkse
- Erasmus MC Transplant Institute, Division HPB and Transplant Surgery, Department of Surgery, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Joke I Roodnat
- Erasmus MC Transplant Institute, Division of Nephrology, Department of Internal Medicine, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Diederik C Bijdevaate
- Department of Radiology, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Jan N M IJzermans
- Erasmus MC Transplant Institute, Division HPB and Transplant Surgery, Department of Surgery, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
| | - Robert C Minnee
- Erasmus MC Transplant Institute, Division HPB and Transplant Surgery, Department of Surgery, Erasmus MC, University Medical Center, Rotterdam, The Netherlands
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11
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Onaca N, Martinez E, Bayer J, Wall A, Fernandez H, Ruiz R, Ma TW, Gupta A, McKenna G, Testa G. Selective screening imaging of the aortoiliac arterial system in kidney transplant candidates with non-contrast pelvic computed tomography. Clin Transplant 2021; 35:e14331. [PMID: 33914373 DOI: 10.1111/ctr.14331] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2020] [Revised: 04/12/2021] [Accepted: 04/13/2021] [Indexed: 11/28/2022]
Abstract
Non-contrast pelvic computed tomography (CT) can detect severe iliac artery calcifications that present technical contraindications to kidney transplantation (TCT). We screened 454 asymptomatic patients with a history of any of the following: hemodialysis >10 years, diabetes mellitus >20 years, coronary artery disease (CAD) with percutaneous or surgical interventions, carotid disease, diabetes with below-/above-knee amputations, and heart-kidney transplantation candidacy. Patients with normal dorsalis pedis and/or tibialis posterior pulses were not screened. A total of 8.4% had severe calcifications with TCT; CT determined laterality for implantation in 13.9%. No patients with the following characteristics were classified as TCT: age <40 years, hemodialysis >10 years, carotid arterial disease, prior lower extremity amputation, or heart-kidney transplantation candidacy. CAD was associated with TCT in univariate though not multivariate analysis. Limiting screening to patients >40 years, with DM >20 years, or with CAD, 9.8% had a TCT and CT determined transplant laterality in 14.2%. Screening for severe iliac artery calcifications is useful for selected kidney transplantation candidates over age 40. It can assist with laterality choice or surgeon determination of TCT. Cost and radiation exposure risks should be weighed against the morbidity risks from unnecessary surgery.
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Affiliation(s)
- Nicholas Onaca
- Baylor University Medical Center, Annette C. and Harold C. Simmons Transplant Institute, Dallas, TX, USA
| | - Eric Martinez
- Baylor University Medical Center, Annette C. and Harold C. Simmons Transplant Institute, Dallas, TX, USA
| | - Johanna Bayer
- Baylor University Medical Center, Annette C. and Harold C. Simmons Transplant Institute, Dallas, TX, USA
| | - Anji Wall
- Baylor University Medical Center, Annette C. and Harold C. Simmons Transplant Institute, Dallas, TX, USA
| | - Hoylan Fernandez
- Baylor Scott & White All Saints Medical Center, Annette C. and Harold C. Simmons Transplant Institute, Fort Worth, TX, USA
| | - Richard Ruiz
- Baylor Scott & White All Saints Medical Center, Annette C. and Harold C. Simmons Transplant Institute, Fort Worth, TX, USA
| | - Tsung-Wei Ma
- Baylor University Medical Center, Annette C. and Harold C. Simmons Transplant Institute, Dallas, TX, USA
| | - Amar Gupta
- Baylor University Medical Center, Annette C. and Harold C. Simmons Transplant Institute, Dallas, TX, USA
| | - Gregory McKenna
- Baylor University Medical Center, Annette C. and Harold C. Simmons Transplant Institute, Dallas, TX, USA
| | - Giuliano Testa
- Baylor University Medical Center, Annette C. and Harold C. Simmons Transplant Institute, Dallas, TX, USA
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12
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Elango M, Papalois V. Working towards an ERAS Protocol for Pancreatic Transplantation: A Narrative Review. J Clin Med 2021; 10:1418. [PMID: 33915899 PMCID: PMC8036565 DOI: 10.3390/jcm10071418] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 03/24/2021] [Accepted: 03/27/2021] [Indexed: 12/11/2022] Open
Abstract
Enhanced recovery after surgery (ERAS) initially started in the early 2000s as a series of protocols to improve the perioperative care of surgical patients. They aimed to increase patient satisfaction while reducing postoperative complications and postoperative length of stay. Despite these protocols being widely adopted in many fields of surgery, they are yet to be adopted in pancreatic transplantation: a high-risk surgery with often prolonged length of postoperative stay and high rate of complications. We have analysed the literature in pancreatic and transplantation surgery to identify the necessary preoperative, intra-operative and postoperative components of an ERAS pathway in pancreas transplantation.
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Affiliation(s)
- Madhivanan Elango
- Department of Surgery and Cancer, Imperial College London, London SW7 2AZ, UK;
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13
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Benjamens S, Alghamdi SZ, Rijkse E, te Velde-Keyzer CA, Berger SP, Moers C, de Borst MH, Slart RHJA, Dor FJMF, Minnee RC, Pol RA. Aorto-Iliac Artery Calcification and Graft Outcomes in Kidney Transplant Recipients. J Clin Med 2021; 10:325. [PMID: 33477285 PMCID: PMC7829792 DOI: 10.3390/jcm10020325] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2020] [Revised: 01/09/2021] [Accepted: 01/14/2021] [Indexed: 12/22/2022] Open
Abstract
While the association of vascular calcification with inferior patient outcomes in kidney transplant recipients is well-established, the association with graft outcomes has received less attention. With this dual-centre cohort study, we aimed to determine the clinical impact of recipient pre-transplant aorto-iliac calcification, measured on non-contrast enhanced computed tomography (CT)-imaging within three years prior to transplantation (2005-2018). We included 547 patients (61.4% male, age 60 (interquartile range 51-68) years), with a median follow-up of 3.1 (1.4-5.2) years after transplantation. The aorto-iliac calcification score (CaScore) was inversely associated with one-year estimated-glomerular filtration rate (eGFR) in univariate linear regression analysis (standard β -3.3 (95% CI -5.1 to -1.5, p < 0.0001), but not after adjustment for potential confounders, including donor and recipient age (p = 0.077). In multivariable Cox regression analyses, a high CaScore was associated with overall graft failure (p = 0.004) and death with a functioning graft (p = 0.002), but not with death-censored graft failure and graft function decline. This study demonstrated that pre-transplant aorto-iliac calcification is associated with one-year eGFR in univariate, but not in multivariable linear regression analyses. Moreover, this study underlines that transplantation in patients with a high CaScore does not result in earlier transplant function decline or worse death censored graft survival, although ongoing efforts for the prevention of death with a functioning graft remain essential.
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Affiliation(s)
- Stan Benjamens
- Department of Surgery, Division of Transplant Surgery, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands; (S.Z.A.); (C.M.); (R.A.P.)
- Medical Imaging Center, Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands;
| | - Saleh Z. Alghamdi
- Department of Surgery, Division of Transplant Surgery, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands; (S.Z.A.); (C.M.); (R.A.P.)
| | - Elsaline Rijkse
- Department of Surgery, Division of HPB and Transplant Surgery, Erasmus MC University Medical Center, 3015 CE Rotterdam, The Netherlands; (E.R.); (R.C.M.)
| | - Charlotte A. te Velde-Keyzer
- Department of Internal Medicine, Division of Nephrology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands; (C.A.t.V.-K.); (S.P.B.); (M.H.d.B.)
| | - Stefan P. Berger
- Department of Internal Medicine, Division of Nephrology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands; (C.A.t.V.-K.); (S.P.B.); (M.H.d.B.)
| | - Cyril Moers
- Department of Surgery, Division of Transplant Surgery, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands; (S.Z.A.); (C.M.); (R.A.P.)
| | - Martin H. de Borst
- Department of Internal Medicine, Division of Nephrology, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands; (C.A.t.V.-K.); (S.P.B.); (M.H.d.B.)
| | - Riemer H. J. A. Slart
- Medical Imaging Center, Department of Nuclear Medicine and Molecular Imaging, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands;
- Department of Biomedical Photonic Imaging, Faculty of Science and Technology, University of Twente, 7522 NB Enschede, The Netherlands
| | - Frank J. M. F. Dor
- Imperial College Renal and Transplant Centre, Hammersmith Hospital, Imperial College Healthcare NHS Trust, London W12 0HS, UK;
- Department of Surgery & Cancer, Imperial College, London SW7 2BU, UK
| | - Robert C. Minnee
- Department of Surgery, Division of HPB and Transplant Surgery, Erasmus MC University Medical Center, 3015 CE Rotterdam, The Netherlands; (E.R.); (R.C.M.)
| | - Robert A. Pol
- Department of Surgery, Division of Transplant Surgery, University of Groningen, University Medical Center Groningen, 9713 GZ Groningen, The Netherlands; (S.Z.A.); (C.M.); (R.A.P.)
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14
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Kidney Transplantation and Diagnostic Imaging: The Early Days and Future Advancements of Transplant Surgery. Diagnostics (Basel) 2020; 11:diagnostics11010047. [PMID: 33396860 PMCID: PMC7823312 DOI: 10.3390/diagnostics11010047] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Revised: 12/27/2020] [Accepted: 12/28/2020] [Indexed: 12/23/2022] Open
Abstract
The first steps for modern organ transplantation were taken by Emerich Ullmann (Vienne, Austria) in 1902, with a dog-to-dog kidney transplant, and ultimate success was achieved by Joseph Murray in 1954, with the Boston twin brothers. In the same time period, the ground-breaking work of Wilhelm C. Röntgen (1895) and Maria Sklodowska-Curie (1903), on X-rays and radioactivity, enabled the introduction of diagnostic imaging. In the years thereafter, kidney transplantation and diagnostic imaging followed a synergistic path for their development, with key discoveries in transplant rejection pathways, immunosuppressive therapies, and the integration of diagnostic imaging in transplant programs. The first image of a transplanted kidney, a urogram with intravenous contrast, was shown to the public in 1956, and the first recommendations for transplantation diagnostic imaging were published in 1958. Transplant surgeons were eager to use innovative diagnostic modalities, with renal scintigraphy in the 1960s, as well as ultrasound and computed tomography in the 1970s. The use of innovative diagnostic modalities has had a great impact on the reduction of post-operative complications in kidney transplantation, making it one of the key factors for successful transplantation. For the new generation of transplant surgeons, the historical alignment between transplant surgery and diagnostic imaging can be a motivator for future innovations.
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15
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Chen Y, Zhao B, Wang X. Tumor infiltrating immune cells (TIICs) as a biomarker for prognosis benefits in patients with osteosarcoma. BMC Cancer 2020; 20:1022. [PMID: 33087099 PMCID: PMC7579940 DOI: 10.1186/s12885-020-07536-3] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2020] [Accepted: 10/16/2020] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Osteosarcoma is a rare malignant bone tumor in adolescents and children. Poor prognosis has always been a difficult problem for patients with osteosarcoma. Recent studies have shown that tumor infiltrating immune cells (TIICs) are associated with the clinical outcome of osteosarcoma patients. The aim of our research was to construct a risk score model based on TIICs to predict the prognosis of patients with osteosarcoma. METHODS CIBERSORTX algorithm was used to calculate the proportion of 22 TIIC types in osteosarcoma samples. Kaplan-Meier curves were drawn to investigate the prognostic value of 22 TIIC types. Forward stepwise approach was used to screen a minimal set of immune cell types. Multivariate Cox PHR analysis was performed to construct an immune risk score model. RESULTS Osteosarcoma samples with CIBERSORTX output p value less than 0.05 were selected for research. Kaplan-Meier curves indicated that naive B cells (p = 0.047) and Monocytes (p = 0.03) in osteosarcoma are associated with poor prognosis. An immune risk score model was constructed base on eight immune cell types, and the ROC curve showed that the immune risk score model is reliable in predicting the prognosis of patients with osteosarcoma (AUC = 0.724). Besides, a nomogram model base on eight immune cell types was constructed to predict the survival rate of patients with osteosarcoma. CONCLUSIONS TIICs are closely related to the prognosis of osteosarcoma. The immune risk score model based on TIICs is reliable in predicting the prognosis of osteosarcoma.
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Affiliation(s)
- Ying Chen
- Department of Ultrasound, Xiaoshan Traditional Chinese Medical Hospital, Hangzhou, 311200, China
| | - Bo Zhao
- Department of Orthopaedic, Hanchuan People's Hospital, Hanchuan, 311200, Hubei Province, China
| | - Xiaohu Wang
- Department of Orthopaedic, Hanchuan People's Hospital, Hanchuan, 311200, Hubei Province, China.
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