293 results on '"Rule AD"'
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2. Risk factors for CKD in persons with kidney stones: a case-control study in Olmsted County, Minnesota.
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Saucier NA, Sinha MK, Liang KV, Krambeck AE, Weaver AL, Bergstralh EJ, Li X, Rule AD, Lieske JC, Saucier, Nathan A, Sinha, Mukesh K, Liang, Kelly V, Krambeck, Amy E, Weaver, Amy L, Bergstralh, Eric J, Li, Xujian, Rule, Andrew D, and Lieske, John C
- Abstract
Background: Kidney stones are associated with increased risk of chronic kidney disease (CKD); however, risk factors in the general community are poorly defined.Study Design: A nested case-control study was performed in residents of Olmsted County, MN, who presented with a kidney stone at the Mayo Clinic in 1980-1994 to contrast patients with kidney stones who developed CKD with a group that did not.Setting& Participants: Participants were selected from the Rochester Epidemiology Project, an electronic linkage system among health care providers in Olmsted County, MN. Cases were identified by diagnostic code for CKD and confirmed to have an estimated glomerular filtration rate < 60 mL/min/1.73 m(2). Controls were matched 2:1 to cases for age, sex, date of first kidney stone, and length of medical record.Predictor: Charts were abstracted to characterize stone disease, hypertension, diabetes, obesity, tobacco use, ileal conduit, symptomatic stones, type and number of stones, urinary tract infections, number and type of surgical procedures, and medical therapy.Outcomes& Measurements: Kidney stone patients with CKD were compared with matched stone patients without CKD.Results: There were 53 cases and 106 controls with a mean age of 57 years at first stone event and 59% men. In kidney stone patients, cases with CKD were significantly more likely (P < 0.05) than controls to have had a history of diabetes (41.5% vs 17.0%), hypertension (71.7% vs 49.1%), frequent urinary tract infections (22.6% vs 6.6%), struvite stones (7.5% vs 0%), and allopurinol use (32.1% vs 4.7%) based on univariate analysis.Limitations: Potential limitations include limited statistical power to detect associations, incomplete data from 24-hour urine studies, and that stone composition was not always available.Conclusion: As in the general population, hypertension and diabetes are associated with increased risk of CKD in patients with kidney stones. However, other unique predictors were identified in patients with kidney stones that increased the possibility of CKD. Further studies are warranted to elucidate the nature of these associations. [ABSTRACT FROM AUTHOR]- Published
- 2010
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3. GFR estimation in Japan and China: what accounts for the difference?
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Rule AD, Teo BW, Rule, Andrew D, and Teo, Boon Wee
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- 2009
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4. Understanding estimated glomerular filtration rate: implications for identifying chronic kidney disease.
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Rule AD
- Published
- 2007
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5. Limitations of estimating glomerular filtration rate from serum creatinine in the general population.
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Rule AD, Rodeheffer RJ, Larson TS, Burnett JC Jr., Cosio FG, Turner ST, and Jacobsen SJ
- Abstract
OBJECTIVE: To compare estimated glomerular filtration rate (GFR) in the general population on the basis of equations derived from different subsets of the general population. PARTICIPANTS AND METHODS: Adults (ages _45 years) were randomly selected from 1997 to 2000 from the Olmsted County, Minnesota, population and had their serum creatinine levels measured. The GFR was estimated using previously reported equations derived from a sample of patients with chronic kidney disease (CKD), a sample of healthy persons, and the combined samples. Serum creatinine was measured with the same assay used to derive these equations. RESULTS: Of 4203 subjects, 2042 (47% participation rate) were enrolled and studied. Serum samples from 1982 subjects were used to measure creatinine levels. The prevalence of a reduced estimated GFR (<60 mL/min per 1.73 m2) was 12% (95% confidence interval [CI], 10%-13%) based on an equation derived with all CKD patients, and this finding was similar to prior reports. However, the prevalence of a reduced estimated GFR was 5.7% (95% CI, 4.8%-6.8%) based on an equation derived with both CKD patients and healthy persons and 0.2% (95% CI, 0.1%-0.5%) based on an equation derived with all healthy persons. Women had a higher risk of reduced estimated GFR according to an equation derived with all CKD patients, but men had a higher risk with an equation derived with both CKD patients and healthy persons. CONCLUSION: The use of serum creatinine to diagnose CKD requires a different approach (eg, normal value study) from the use of serum creatinine to estimate GFR once the diagnosis of CKD has been made. [ABSTRACT FROM AUTHOR]
- Published
- 2006
6. Chronic kidney disease: Endogenous filtration markers--is it time to move beyond eGFR?
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Rule AD, Elsherbiny H, Rule, Andrew D, and Elsherbiny, Hisham
- Published
- 2012
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7. Cardiovascular risk linked to chronic kidney disease -- but who actually has chronic kidney disease?
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Rule AD and Textor SC
- Published
- 2005
8. Prevalence of CKD in the United States: GFR-estimating equations matter.
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Rule AD, Turner ST, Rule, Andrew D, and Turner, Stephen T
- Published
- 2009
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9. Editorial comment: screening for chronic kidney disease requires creatinine reference ranges not equations.
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Rule AD, Cohen SD, and Kimmel PL
- Published
- 2007
10. Comparison between the EKFC-equation and machine learning models to predict Glomerular Filtration Rate.
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Nakano FK, Åkesson A, de Boer J, Dedja K, D'hondt R, Haredasht FN, Björk J, Courbebaisse M, Couzi L, Ebert N, Eriksen BO, Dalton RN, Derain-Dubourg L, Gaillard F, Garrouste C, Grubb A, Jacquemont L, Hansson M, Kamar N, Legendre C, Littmann K, Mariat C, Melsom T, Rostaing L, Rule AD, Schaeffner E, Sundin PO, Bökenkamp A, Berg U, Åsling-Monemi K, Selistre L, Larsson A, Nyman U, Lanot A, Pottel H, Delanaye P, and Vens C
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- Humans, Male, Female, Middle Aged, Aged, Cystatin C blood, Adult, Creatinine blood, Kidney Function Tests methods, Glomerular Filtration Rate, Machine Learning
- Abstract
In clinical practice, the glomerular filtration rate (GFR), a measurement of kidney functioning, is normally calculated using equations, such as the European Kidney Function Consortium (EKFC) equation. Despite being the most general equation, EKFC, just like previously proposed approaches, can still struggle to achieve satisfactory performance, limiting its clinical applicability. As a possible solution, recently machine learning (ML) has been investigated to improve GFR prediction, nonetheless the literature still lacks a general and multi-center study. Using a dataset with 19,629 patients from 13 cohorts, we investigate if ML can improve GFR prediction in comparison to EKFC. More specifically, we compare diverse ML methods, which were allowed to use age, sex, serum creatinine, cystatin C, height, weight and BMI as features, in internal and external cohorts against EKFC. The results show that the most performing ML method, random forest (RF), and EKFC are very competitive where RF and EKFC achieved respectively P10 and P30 values of 0.45 (95% CI 0.44;0.46) and 0.89 (95% CI 0.88;0.90), whereas EKFC yielded 0.44 (95% CI 0.43; 0.44) and 0.89 (95% CI 0.88; 0.90), considering the entire cohort. Small differences were, however, observed in patients younger than 12 years where RF slightly outperformed EKFC., (© 2024. The Author(s).)
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- 2024
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11. Estimating glomerular filtration rate in kidney transplant recipients: considerations for selecting equations.
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Agarwal KA, Adingwupu OM, Tighiouart H, Miao S, Froissart M, Mauer M, Yang W, Torres V, de Borst M, Klintmalm G, Poggio ED, Rossing P, Velez R, Grubb A, Rule AD, Shaffi K, Chami A, Levey AS, and Inker LA
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- 2024
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12. Stenosis of the glomerulotubular neck in progressive chronic kidney disease.
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Cohen EP, Denic A, Aperna F, Mullan AF, Barisoni L, Sharma V, Gibson IW, and Rule AD
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Background: Morphology and morphometric evaluation of lesions beyond conventional parameters can inform the pathophysiology of chronic kidney disease (CKD). We sought to determine whether the occurrence of glomerulotubular neck stenoses associates with progressive CKD., Methods: We evaluated the normal parenchyma from radical nephrectomies removed for tumor between 2000 and 2021 and analyzed cortex for stenoses of the glomerulotubular neck. Stenosis of the glomerulotubular neck is defined a focal narrowing for which the draining tubule has a greater diameter than at the neck. Progressive CKD was defined as dialysis, kidney transplantation, sustained eGFR <10 ml/min per 1.73m2 or sustained 40% decline from the post-nephrectomy eGFR. Each case of progressive CKD was age-sex-matched to 2 controls without progressive CKD. Logistic regression models assessed the risk of progressive CKD with stenotic necks adjusting for other histological features, kidney function, and CKD risk factors., Results: There were 65 cases with a mean of 255 glomeruli and 130 controls with a mean of 329 glomeruli. Among both cases and controls, 5% of glomeruli showed visible glomerulotubular necks. The proportion of necks that were stenotic was higher in cases than controls (35% vs. 11%, p<0.0001). Stenotic necks associated with progressive CKD independent of other histologic and clinical characteristics., Conclusion: Glomerulotubular neck stenosis is associated with development of progressive CKD., (© The Author(s) 2024. Published by Oxford University Press on behalf of the ERA.)
- Published
- 2024
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13. Iohexol plasma clearance measurement protocol standardization for adults: a consensus paper of the European Kidney Function Consortium.
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Ebert N, Schaeffner E, Seegmiller JC, van Londen M, Bökenkamp A, Cavalier E, Delanaye P, Derain-Dubourg L, Eriksen BO, Indridason OS, Palsson R, Shafi T, Christensson A, Bevc S, Carrara F, Courbebaisse M, Dalton RN, van der Giet M, Melsom T, Methven S, Nordin G, Pottel H, Rule AD, Trillini M, and White CA
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- Adult, Humans, Europe, Metabolic Clearance Rate, Models, Biological, Consensus, Contrast Media adverse effects, Contrast Media pharmacokinetics, Contrast Media administration & dosage, Glomerular Filtration Rate, Iohexol pharmacokinetics, Iohexol analysis, Kidney
- Abstract
International consensus supports the development of standardized protocols for measured glomerular filtration rate (mGFR) to facilitate the integration of mGFR testing in both clinical and research settings. To this end, the European Kidney Function Consortium convened an international group of experts with relevant experience in mGFR. The working group performed an extensive literature search to inform the development of recommendations for mGFR determination using 1-compartment plasma clearance models and iohexol as the exogenous filtration marker. Iohexol was selected as it is non-radio labeled, inexpensive, and safe, can be assayed at a central laboratory, and the other commonly used non-radio-labeled tracers have been (inulin) or are soon to be (iothalamate) discontinued. A plasma clearance model was selected over urine clearance as it requires no urine collection. A 1 compartment was preferred to 2 compartments as it requires fewer samples. The recommendations are based on published evidence complemented by expert opinion. The consensus paper covers practical advice for patients and health professionals, preparation, administration, and safety aspects of iohexol, laboratory analysis, blood sample collection and sampling times using both multiple and single-sample protocols, description of the mGFR mathematical calculations, as well as implementation strategies. Supplementary materials include patient and provider information sheets, standard operating procedures, a study protocol template, and support for mGFR calculation., (Copyright © 2024 International Society of Nephrology. Published by Elsevier Inc. All rights reserved.)
- Published
- 2024
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14. Consequences of low estimated glomerular filtration rate either before or early after kidney donation.
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Evans MD, Helgeson ES, Rule AD, Vock DM, and Matas AJ
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- Humans, Male, Female, Middle Aged, Adult, Follow-Up Studies, Risk Factors, Prognosis, Nephrectomy adverse effects, Kidney Function Tests, Renal Insufficiency, Chronic physiopathology, Renal Insufficiency, Chronic etiology, Tissue and Organ Harvesting adverse effects, Cardiovascular Diseases etiology, Glomerular Filtration Rate, Kidney Transplantation adverse effects, Living Donors
- Abstract
In the general population, decreases in glomerular filtration rate (GFR) are associated with subsequent development of chronic kidney disease (CKD), cardiovascular disease (CVD), and death. It is unknown if low estimated GFR (eGFR) before or early after kidney donation was also associated with these risks. One thousand six hundred ninety-nine living donors who had both predonation and early (4-10 weeks) postdonation eGFR were included. We studied the relationships between eGFR, age at donation, and the time to sustained eGFR<45 (CKD stage 3b) and <30 mL/min/1.73m
2 (CKD stage 4), hypertension, diabetes mellitus (DM), CVD, and death. Median follow-up was 12 (interquartile range, 6-21) years. Twenty-year event rates were 5.8% eGFR<45 mL/min/1.73m2 ; 1.2% eGFR<30 mL/min/1.73m2 ; 29.0% hypertension; 7.8% DM; 8.0% CVD; and 5.2% death. The median time to eGFR<45 mL/min/1.73m2 (N = 79) was 17 years, and eGFR<30 mL/min/1.73m2 (N = 22) was 25 years. Both low predonation and early postdonation eGFR were associated with eGFR<45 mL/min/1.73m2 (P < .0001) and eGFR<30 mL/min/1.73m2 (P < .006); however, the primary driver of risk for all ages was low postdonation (rather than predonation) eGFR. Predonation and postdonation eGFR were not associated with hypertension, DM, CVD, or death. Low predonation and early postdonation eGFR are risk factors for developing eGFR<45 mL/min/1.73m2 (CKD stage 3b) and <30 mL/min/1.73m2 (CKD stage 4), but not CVD, hypertension, DM, or death., Competing Interests: Declaration of competing interest The authors of this manuscript have no conflicts of interest to disclose as described by the American Journal of Transplantation., (Copyright © 2024 American Society of Transplantation & American Society of Transplant Surgeons. Published by Elsevier Inc. All rights reserved.)- Published
- 2024
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15. End-Stage Kidney Disease After Partial and Radical Nephrectomy Among Patients With Severe Chronic Kidney Disease.
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Khanna A, Gottlich HC, Dorr M, Lohse CM, Zganjar A, Sharma V, Joyce D, Potretzke A, Britton C, Rule AD, Boorjian SA, Leibovich BC, and Thompson RH
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- Humans, Male, Female, Middle Aged, Aged, Severity of Illness Index, Retrospective Studies, Glomerular Filtration Rate, Nephrectomy methods, Nephrectomy adverse effects, Kidney Failure, Chronic complications, Kidney Failure, Chronic etiology, Kidney Neoplasms surgery, Kidney Neoplasms mortality, Renal Insufficiency, Chronic complications, Renal Insufficiency, Chronic epidemiology, Renal Insufficiency, Chronic etiology, Disease Progression
- Abstract
Purpose: AUA guidelines prioritize nephron sparing in patients with preexisting chronic kidney disease (CKD). However, few studies analyze long-term renal function in patients with preoperative severe CKD who undergo extirpative renal surgery. Herein, we compare the hazard of progression to end-stage kidney disease (ESKD) following partial nephrectomy (PN) and radical nephrectomy (RN) among patients with preoperative severe CKD., Materials and Methods: Patients with stage 4 CKD who underwent PN or RN from 1970 to 2018 were identified. A multivariable Fine-Gray subdistribution hazard model was employed to assess associations with progression to ESKD accounting for the competing risk of death., Results: A total of 186 patients with stage 4 CKD underwent PN ( n = 71; 38%) or RN ( n = 115; 62%) for renal neoplasms with median follow-up of 6.9 years (interquartile range 3.8-14.1). On multivariable analyses adjusting for competing risk of death, the subdistribution hazard ratio (SHR) for older age at surgery (SHR for 5-year increase 0.81; 95% CI 0.73-0.91; P < .001) and higher preoperative estimated glomerular filtration rate (SHR for 5-unit increase 0.63; 95% CI 0.47-0.84; P = .002) was associated with lower hazard of progression to ESKD. There was no significant difference in hazard of ESKD between PN and RN (SHR 0.82; 95% CI 0.50-1.33; P = .4)., Conclusions: Among patients with preoperative severe CKD, higher preoperative estimated glomerular filtration rate was associated with lower hazard of progression to ESKD after extirpative surgery for renal neoplasms. We did not observe a significant difference in overall hazard for developing ESKD between PN and RN.
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- 2024
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16. Reply by Authors.
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Khanna A, Gottlich HC, Dorr M, Lohse CM, Zganjar A, Sharma V, Joyce D, Potretzke A, Britton C, Rule AD, Boorjian SA, Leibovich BC, and Thompson RH
- Published
- 2024
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17. Structural adaptation to hyperfiltration defines CKD versus healthy aging.
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Denic A and Rule AD
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- Humans, Adaptation, Physiological, Aging physiology, Renal Insufficiency, Chronic physiopathology, Glomerular Filtration Rate, Healthy Aging physiology
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- 2024
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18. The Acute Kidney Intervention and Pharmacotherapy (AKIP) List: Standardized List of Medications That Are Renally Eliminated and Nephrotoxic in the Acutely Ill.
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Barreto EF, Gaggani AM, Hernandez BN, Amatullah N, Culley CM, Stottlemyer B, Murugan R, Ozrazgat-Baslanti T, Bihorac A, Kellum JA, Kashani KB, Rule AD, and Kane-Gill SL
- Abstract
The objective of this project was to develop a standardized list of renally eliminated and potentially nephrotoxic drugs that will help inform initiatives to improve medication safety. Several available lists of medications from the published literature including original research articles and reviews, and from regulatory agencies, tertiary references, and clinical decision support systems were compiled, consolidated, and compared. Only systemically administered medications were included. Medication combinations were included if at least 1 active ingredient was considered renally dosed or potentially nephrotoxic. The medication list was reviewed for completeness and clinical appropriateness by a multidisciplinary team of individuals with expertise in critical care, nephrology, and pharmacy. An initial list of renally dosed and nephrotoxic drugs was created. After reconciliation and consensus from clinical experts, a standardized list of 681 drugs is proposed. The proposed evidence-based standardized list of renally dosed and potentially nephrotoxic drugs will be useful to harmonize epidemiologic and medication quality improvement studies. In addition, the list can be used for clinical purposes with surveillance in nephrotoxin stewardship programs. We suggest an iterative re-evaluation of the list with emerging literature and new medications on an approximately annual basis., Competing Interests: Declaration of Conflicting InterestsThe authors declared the following potential conflicts of interest with respect to the research, authorship, and/or publication of this article: EFB consults for Wolters-Kluwer and Baxter Healthcare, which are unrelated to this work. All other authors declare that they have no competing interests or relevant conflicts of interest to disclose.
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- 2024
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19. Cystatin C and the misdiagnosis of CKD in older adults.
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Rule AD and Glassock RJ
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- Humans, Aged, Biomarkers blood, Glomerular Filtration Rate, Cystatin C blood, Renal Insufficiency, Chronic diagnosis, Renal Insufficiency, Chronic blood, Diagnostic Errors
- Published
- 2024
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20. IFTA Foci Density: An Unrecognized Highly Prognostic Measurement of Fibrosis in Kidney Transplant Biopsies.
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Denic A, Rule AD, Park WD, Smith BH, Mejia MV, Kukla A, Grande JP, and Stegall MD
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- Humans, Biopsy, Prognosis, Male, Female, Middle Aged, Adult, Kidney Transplantation, Fibrosis, Kidney pathology
- Published
- 2024
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21. Estimating glomerular filtration in young people.
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Delanaye P, Derain-Dubourg L, Björk J, Courbebaisse M, Couzi L, Gaillard F, Garrouste C, Grubb A, Jacquemont L, Hansson M, Kamar N, Legendre C, Littmann K, Mariat C, Rostaing L, Rule AD, Sundin PO, Bökenkamp A, Berg U, Åsling-Monemi K, Åkesson A, Larsson A, Nyman U, and Pottel H
- Abstract
Background: Creatinine-based equations are the most used to estimate glomerular filtration rate (eGFR). The Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI), the re-expressed Lund-Malmö Revised (r-LMR) and the European Kidney Function Consortium (EKFC) equations are the most validated. The EKFC and r-LMR equations have been suggested to have better performances in young adults, but this is debated., Methods: We collected data (GFR) measured by clearance of an exogenous marker (reference method), serum creatinine, age and sex from 2366 young adults (aged between 18 and 25 years) both from Europe and the USA., Results: In the European cohorts ( n = 1892), the bias (in mL/min/1.73 m²) was systematically better for the EKFC and r-LMR equations compared with the CKD-EPI equation [2.28, 95% confidence interval (1.59; 2.91), -2.50 (-3.85; -1.76), 17.41 (16.49; 18.47), respectively]. The percentage of estimated GFR within 30% of measured GFR (P30) was also better for EKFC and r-LMR equations compared with the CKD-EPI equation [84.4% (82.8; 86.0), 87.2% (85.7; 88.7) and 65.4% (63.3; 67.6), respectively]. In the US cohorts ( n = 474), the bias for the EKFC and r-LMR equations was better than for the CKD-EPI equation in the non-Black population [0.97 (-1.69; 3.06), -2.62 (-5.14; -1.43) and 7.74 (5.97; 9.63), respectively], whereas the bias was similar in Black US individuals. P30 results were not different between the three equations in US cohorts. Analyses in sub-populations confirmed these results, except in individuals with high GFR levels (GFR ≥120 mL/min/1.73 m²) for whom the CKD-EPI equation might have a lower bias., Conclusions: We demonstrated that both the EKFC and r-LMR creatinine-based equations have a better performance than the CKD-EPI equation in a young population. The only exception might be in patients with hyperfiltration., Competing Interests: P.D. reports consulting fees from Nephrolyx and is a member of the CKJ Editorial Board., (© The Author(s) 2024. Published by Oxford University Press on behalf of the ERA.)
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- 2024
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22. Association between Kidney Stones and CKD: A Bidirectional Mendelian Randomization Study.
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Zhou LT, Ali AE, Jayachandran M, Haskic Z, Harris PC, Rule AD, Koo K, McDonnell SK, Larson NB, and Lieske JC
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- 2024
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23. Does Our Classification System for CKD Serve the US Population Well?
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Kattah AG and Rule AD
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- Humans, United States epidemiology, Glomerular Filtration Rate, Renal Insufficiency, Chronic classification, Renal Insufficiency, Chronic epidemiology
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- 2024
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24. Prospective Cohort Study Examining the Ability of Performance-Based and Self-Reported Frailty Measures to Predict 30-Day Rehospitalizations After Kidney Transplantation.
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Lorenz EC, Smith BH, Mour G, Wadei HM, Kennedy CC, Schinstock CA, Kremers WK, Cheville AL, LeBrasseur NK, and Rule AD
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- Humans, Female, Male, Prospective Studies, Middle Aged, Prognosis, Follow-Up Studies, Risk Factors, Aged, Kidney Failure, Chronic surgery, Adult, Postoperative Complications, Kidney Transplantation, Frailty diagnosis, Self Report, Patient Readmission statistics & numerical data
- Abstract
Performance-based measures of frailty are associated with healthcare utilization after kidney transplantation (KT) but require in-person assessment. A promising alternative is self-reported frailty. The goal of this study was to examine the ability of performance-based and self-reported frailty measures to predict 30-day rehospitalizations after KT. We conducted a prospective, observational cohort study involving 272 adults undergoing KT at Mayo Clinic in Minnesota, Florida, or Arizona. We simultaneously measured frailty before KT using the physical frailty phenotype (PFP), the short physical performance battery (SPPB), and self-report (the Patient-Reported Outcomes Measurement Information System [PROMIS] 4-item physical function short form v2.0). Both the PFP and self-reported frailty were independently associated with more than a 2-fold greater odds of 30-day rehospitalizations, while the SPPB was not. To our knowledge, this is the first study to assess the prognostic value of all three of the above frailty measures in patients undergoing KT. The PFP is more prognostic than the SPPB when assessing the risk of 30-day rehospitalizations; self-reported frailty can complement the PFP but not replace it. However, the 4-item survey assessing self-reported frailty represents a simple way to identify patients undergoing KT surgery who would benefit from interventions to lower the risk of rehospitalizations., (© 2024 John Wiley & Sons A/S. Published by John Wiley & Sons Ltd.)
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- 2024
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25. Association of Kidney Cysts With Progressive CKD After Radical Nephrectomy.
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Sabov M, Denic A, Mullan AF, Luehrs AC, Kline TL, Erickson BJ, Potretzke TA, Thompson RH, Sharma V, Harris PC, and Rule AD
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- Humans, Male, Female, Middle Aged, Aged, Kidney Neoplasms surgery, Kidney Neoplasms pathology, Cohort Studies, Magnetic Resonance Imaging, Postoperative Complications etiology, Postoperative Complications epidemiology, Retrospective Studies, Tomography, X-Ray Computed, Nephrectomy, Disease Progression, Renal Insufficiency, Chronic epidemiology, Renal Insufficiency, Chronic etiology, Kidney Diseases, Cystic diagnostic imaging, Kidney Diseases, Cystic pathology, Kidney Diseases, Cystic surgery, Kidney Diseases, Cystic etiology, Glomerular Filtration Rate
- Abstract
Rationale & Objective: Simple kidney cysts, which are common and usually considered of limited clinical relevance, are associated with older age and lower glomerular filtration rate (GFR), but little has been known of their association with progressive chronic kidney disease (CKD)., Study Design: Observational cohort study., Setting & Participants: Patients with presurgical computed tomography or magnetic resonance imaging who underwent a radical nephrectomy for a tumor; we reviewed the retained kidney images to characterize parenchymal cysts at least 5mm in diameter according to size and location., Exposure: Parenchymal cysts at least 5mm in diameter in the retained kidney. Cyst characteristics were correlated with microstructural findings on kidney histology., Outcome: Progressive CKD defined by dialysis, kidney transplantation, a sustained≥40% decline in eGFR for at least 3 months, or an eGFR<10mL/min/1.73m
2 that was at least 5mL/min/1.73m2 below the postnephrectomy baseline for at least 3 months., Analytical Approach: Cox models assessed the risk of progressive CKD. Models adjusted for baseline age, sex, body mass index, hypertension, diabetes, eGFR, proteinuria, and tumor volume. Nonparametric Spearman's correlations were used to examine the association of the number and size of the cysts with clinical characteristics, kidney function, and kidney volumes., Results: There were 1,195 patients with 50 progressive CKD events over a median 4.4 years of follow-up evaluation. On baseline imaging, 38% had at least 1 cyst, 34% had at least 1 cortical cyst, and 8.7% had at least 1 medullary cyst. A higher number of cysts was associated with progressive CKD and was modestly correlated with larger nephrons and more nephrosclerosis on kidney histology. The number of medullary cysts was more strongly associated with progressive CKD than the number of cortical cysts., Limitations: Patients who undergo a radical nephrectomy may differ from the general population. A radical nephrectomy may accelerate the risk of progressive CKD. Genetic testing was not performed., Conclusions: Cysts in the kidney, particularly the medulla, should be further examined as a potentially useful imaging biomarker of progressive CKD beyond the current clinical evaluation of kidney function and common CKD risk factors., Plain-Language Summary: Kidney cysts are common and often are considered of limited clinical relevance despite being associated with lower glomerular filtration rate. We studied a large cohort of patients who had a kidney removed due to a tumor to determine whether cysts in the retained kidney were associated with kidney health in the future. We found that more cysts in the kidney and, in particular, cysts in the deepest tissue of the kidney (the medulla) were associated with progressive kidney disease, including kidney failure where dialysis or a kidney transplantation is needed. Patients with cysts in the kidney medulla may benefit from closer monitoring., (Copyright © 2024 National Kidney Foundation, Inc. Published by Elsevier Inc. All rights reserved.)- Published
- 2024
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26. Increased Pretransplant Inflammatory Biomarkers Predict Death With Function After Kidney Transplantation.
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Lorenz EC, Smith BH, Liang Y, Park WD, Bentall AJ, Dhala AF, Waterman AD, Kennedy CC, Hickson LJ, Rule AD, Cheville AL, LeBrasseur NK, and Stegall MD
- Abstract
Background: Chronic systemic inflammation is associated with mortality in patients with chronic kidney disease, cardiovascular disease, and diabetes. The goal of this study was to examine the relationship between pretransplant inflammatory biomarkers (growth differentiation factor-15 [GDF-15], interleukin-6 [IL-6], soluble tumor necrosis factor receptor-1, monokine induced by gamma interferon/chemokine [C-X-C motif] ligand 9 [MIG/CXCL9], monocyte chemoattractant protein-1, soluble FAS, tumor necrosis factor-α, interleukin-15, and interleukin-1β) and death with function (DWF) after kidney transplantation (KT)., Methods: We retrospectively measured inflammatory biomarker levels in serum collected up to 1 y before KT (time from blood draw to KT was 130 ± 110 d) in recipients transplanted between January 2006 and December 2018. Kaplan-Meier estimation, Cox regression, and Gradient Boosting Machine modeling were used to examine the relationship between inflammatory biomarkers and DWF., Results: Our cohort consisted of 1595 KT recipients, of whom 62.9% were male and 83.2% were non-Hispanic White. Over a mean follow-up of 7.4 ± 3.9 y, 21.2% of patients (n = 338) experienced DWF. Patients with the highest quartile levels of GDF-15 (>4766 pg/mL), IL-6 (>6.11 pg/mL), and MIG/CXCL9 (> 5835 pg/mL) had increased rates of DWF, and each predicted mortality independently of the others. When adjusted for clinical factors (age, diabetes, etc), the highest quartile levels of GDF-15 and IL-6 remained independently associated with DWF. Adding inflammatory markers to a clinical Cox model improved the C-statistic for DWF from 0.727 to 0.762 using a Gradient Boosting Machine modeling approach., Conclusions: These findings suggest that pre-KT serum concentrations of GDF-15, IL-6, and MIG/CXCL9 may help to risk stratify and manage patients undergoing KT and suggests that chronic inflammation may play a role in mortality in KT recipients., Competing Interests: The authors declare no conflicts of interest., (Copyright © 2024 Wolters Kluwer Health, Inc. All rights reserved.)
- Published
- 2024
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27. Living Kidney Donation: A Narrative Review of Mid- and Long-term Psychosocial Outcomes.
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Massey EK, Rule AD, and Matas AJ
- Abstract
Living kidney donors make a significant contribution to alleviating the organ shortage. The aim of this article is to provide an overview of mid- and long-term (≥12 mo) living donor psychosocial outcomes and highlight areas that have been understudied and should be immediately addressed in both research and clinical practice. We conducted a narrative review by searching 3 databases. A total of 206 articles were included. Living donors can be divided into those who donate to an emotionally or genetically related person, the so-called directed donors, or to an emotionally or genetically unrelated recipient, the so-called nondirected donors. The most commonly investigated (bio)psychosocial outcome after living donation was health-related quality of life. Other generic (bio)psychological outcomes include specific aspects of mental health such as depression, and fatigue and pain. Social outcomes include financial and employment burdens and problems with insurance. Donation-specific psychosocial outcomes include regret, satisfaction, feelings of abandonment and unmet needs, and benefits of living kidney donation. The experience of living donation is complex and multifaceted, reflected in the co-occurrence of both benefits and burden after donation. Noticeably, no interventions have been developed to improve mid- or long-term psychosocial outcomes among living donors. We highlight areas for methodological improvement and identified 3 areas requiring immediate attention from the transplant community in both research and clinical care: (1) recognizing and providing care for the minority of donors who have poorer long-term psychosocial outcomes after donation, (2) minimizing donation-related financial burden, and (3) studying interventions to minimize long-term psychosocial problems., Competing Interests: The authors declare no conflicts of interest., (Copyright © 2024 The Author(s). Published by Wolters Kluwer Health, Inc.)
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- 2024
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28. Improving Kidney Health Knowledge for Acute Kidney Injury Survivors: A Multidisciplinary AKI Survivor Program.
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May HP, Herges JR, Anderson BK, Kashani KB, Kattah AG, Cole KC, McCoy RG, Meade LA, Rule AD, Schreier DJ, Tinaglia AG, and Barreto EF
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- 2024
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29. Older Tissue Age Derived From Abdominal Computed Tomography Biomarkers of Muscle, Fat, and Bone Is Associated With Chronic Conditions and Higher Mortality.
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Rule AD, Grossardt BR, Weston AD, Garner HW, Kline TL, Chamberlain AM, Allen AM, Erickson BJ, Rocca WA, and St Sauver JL
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- Humans, Male, Female, Aged, Middle Aged, Chronic Disease, Adult, Aged, 80 and over, Biomarkers analysis, Aging physiology, Minnesota epidemiology, Wisconsin epidemiology, Young Adult, Muscle, Skeletal diagnostic imaging, Age Factors, Tomography, X-Ray Computed methods, Body Composition
- Abstract
Objective: To determine whether body composition derived from medical imaging may be useful for assessing biologic age at the tissue level because people of the same chronologic age may vary with respect to their biologic age., Methods: We identified an age- and sex-stratified cohort of 4900 persons with an abdominal computed tomography scan from January 1, 2010, to December 31, 2020, who were 20 to 89 years old and representative of the general population in Southeast Minnesota and West Central Wisconsin. We constructed a model for estimating tissue age that included 6 body composition biomarkers calculated from abdominal computed tomography using a previously validated deep learning model., Results: Older tissue age associated with intermediate subcutaneous fat area, higher visceral fat area, lower muscle area, lower muscle density, higher bone area, and lower bone density. A tissue age older than chronologic age was associated with chronic conditions that result in reduced physical fitness (including chronic obstructive pulmonary disease, arthritis, cardiovascular disease, and behavioral disorders). Furthermore, a tissue age older than chronologic age was associated with an increased risk of death (hazard ratio, 1.56; 95% CI, 1.33 to 1.84) that was independent of demographic characteristics, county of residency, education, body mass index, and baseline chronic conditions., Conclusion: Imaging-based body composition measures may be useful in understanding the biologic processes underlying accelerated aging., (Copyright © 2023 Mayo Foundation for Medical Education and Research. Published by Elsevier Inc. All rights reserved.)
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- 2024
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30. Abdominal Body Composition Reference Ranges and Association With Chronic Conditions in an Age- and Sex-Stratified Representative Sample of a Geographically Defined American Population.
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Weston AD, Grossardt BR, Garner HW, Kline TL, Chamberlain AM, Allen AM, Erickson BJ, Rocca WA, Rule AD, and St Sauver JL
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- Humans, Reference Values, Muscle, Skeletal, Body Mass Index, Intra-Abdominal Fat, Biomarkers, Obesity, Abdominal, Body Composition, Sarcopenia diagnostic imaging, Sarcopenia epidemiology
- Abstract
Background: Body composition can be accurately quantified from abdominal computed tomography (CT) exams and is a predictor for the development of aging-related conditions and for mortality. However, reference ranges for CT-derived body composition measures of obesity, sarcopenia, and bone loss have yet to be defined in the general population., Methods: We identified a population-representative sample of 4 900 persons aged 20 to 89 years who underwent an abdominal CT exam from 2010 to 2020. The sample was constructed using propensity score matching an age and sex stratified sample of persons residing in the 27-county region of Southern Minnesota and Western Wisconsin. The matching included race, ethnicity, education level, region of residence, and the presence of 20 chronic conditions. We used a validated deep learning based algorithm to calculate subcutaneous adipose tissue area, visceral adipose tissue area, skeletal muscle area, skeletal muscle density, vertebral bone area, and vertebral bone density from a CT abdominal section., Results: We report CT-based body composition reference ranges on 4 649 persons representative of our geographic region. Older age was associated with a decrease in skeletal muscle area and density, and an increase in visceral adiposity. All chronic conditions were associated with a statistically significant difference in at least one body composition biomarker. The presence of a chronic condition was generally associated with greater subcutaneous and visceral adiposity, and lower muscle density and vertebrae bone density., Conclusions: We report reference ranges for CT-based body composition biomarkers in a population-representative cohort of 4 649 persons by age, sex, body mass index, and chronic conditions., (© The Author(s) 2024. Published by Oxford University Press on behalf of The Gerontological Society of America.)
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- 2024
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31. Kidney cortex shear wave motion simulations based on segmented biopsy histology.
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Vasconcelos L, Kijanka P, Grande JP, Oliveira R, Amador C, Aristizabal S, Sanger NM, Rule AD, Atwell TD, and Urban MW
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- Humans, Biopsy, Inflammation, Kidney Glomerulus, Fibrosis, Atrophy, Elasticity Imaging Techniques methods
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Background and Objective: Biopsy stands as the gold standard for kidney transplant assessment, yet its invasive nature restricts frequent use. Shear wave elastography (SWE) is emerging as a promising alternative for kidney transplant monitoring. A parametric study involving 12 biopsy data sets categorized by standard biopsy scores (3 with normal histology, 3 with interstitial inflammation (i), 3 with interstitial fibrosis (ci), and 3 with tubular atrophy (ct)), was conducted to evaluate the interdependence between microstructural variations triggered by chronic allograft rejection and corresponding alterations in SWE measurements., Methods: Heterogeneous shear wave motion simulations from segmented kidney cortex sections were performed employing the staggered-grid finite difference (SGFD) method. The SGFD method allows the mechanical properties to be defined on a pixel-basis for shear wave motion simulation. Segmentation techniques enabled the isolation of four histological constituents: glomeruli, tubules, interstitium, and fluid. Baseline ex vivo Kelvin-Voigt mechanical properties for each constituent were drawn from established literature. The parametric evaluation was then performed by altering the baseline values individually. Shear wave velocity dispersion curves were measured with the generalized Stockwell transform in conjunction with slant frequency-wavenumber analysis (GST-SFK) algorithm. By fitting the curve within the 100-400 Hz range to the Kelvin-Voigt model, the rheological parameters, shear elasticity (µ
1 ) and viscosity (µ2 ), were estimated. A time-to-peak algorithm was used to estimate the group velocity. The resultant in silico models emulated the heterogeneity of kidney cortex within the shear wave speed (SWS) reconstructions., Results: The presence of inflammation showed considerable spatial composition disparities compared to normal cases, featuring a 23 % increase in interstitial area and a 19 % increase in glomerular area. Concomitantly, there was a reduction of 12 % and 47 % in tubular and fluid areas, respectively. Consequently, mechanical changes induced by inflammation predominate in terms of rheological differentiation, evidenced by increased elasticity and viscosity. Mild tubular atrophy showed significant elevation in group velocity and µ1 . Conversely, mild and moderate fibrosis exhibited negligible alterations across all parameters, compatible with relatively limited morphological impact., Conclusions: This proposed model holds promise in enabling patient-specific simulations of the kidney cortex, thus facilitating exploration into how pathologies altering cortical morphology correlates to modifications in SWE-derived rheological measurements. We demonstrated that inflammation caused substantial changes in measured mechanical properties., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 Elsevier B.V. All rights reserved.)- Published
- 2024
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32. Performance of the European Kidney Function Consortium (EKFC) creatinine-based equation in United States cohorts.
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Delanaye P, Rule AD, Schaeffner E, Cavalier E, Shi J, Hoofnagle AN, Nyman U, Björk J, and Pottel H
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- Male, Humans, Female, United States, Creatinine, Cross-Sectional Studies, Glomerular Filtration Rate, Kidney, Cystatin C, Renal Insufficiency, Chronic
- Abstract
Estimating glomerular filtration rate (GFR) is important in daily practice to assess kidney function and adapting the best clinical care of patients with and without chronic kidney disease. The new creatinine-based European Kidney Function Consortium (EKFC) equation is used to estimate GFR. This equation was developed and validated mainly in European individuals and based on a rescaled creatinine, with the rescaling factor (Q-value) defined as the median normal value of serum creatinine in a given population. The validation was limited in Non-Black Americans and absent in Black Americans. Here, our cross-sectional analysis included 12,854 participants from nine studies encompassing large numbers of both non-Black and Black Americans with measured GFR by clearance of an exogenous marker (reference method), serum creatinine, age, sex, and self-reported race available. Two strategies were considered with population-specific Q-values in Black and non-Black men and women (EKFC
PS ) or a race-free Q-value (EKFCRF ). In the whole population, only the EKFCPS equation showed no statistical median bias (0.14, 95% confidence interval [-0.07; 0.35] mL/min/1.73m2 ), and the bias for the EKFCRF (0.74, [0.51; 0.94] mL/min/1.73m2 ) was closer to zero than that for the Chronic Kidney Disease Epidemiology Collaboration (CKD-EPI2021 ) equation (1.22, [0.99; 1.47]) mL/min/1.73m2 ]. The percentage of estimated GFR within 30% of measured GFR was similar for CKD-EPI2021 (79.2% [78.5%; 79.9%]) and EKFCRF (80.1% [79.4%; 80.7%]), but improved for the EKFCPS equation (81.1% [80.5%; 81.8%]). Thus, our EKFC equations can be used to estimate GFR in the United States incorporating either self-reported race or unknown race at the patient's discretion per hospital registration records., (Copyright © 2023 International Society of Nephrology. Published by Elsevier Inc. All rights reserved.)- Published
- 2024
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33. Morphometric analysis of chronicity on kidney biopsy: a useful prognostic exercise.
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Asghar MS, Denic A, and Rule AD
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Chronic changes on kidney biopsy specimens include increasing amounts of arteriosclerosis, glomerulosclerosis, interstitial fibrosis and tubular atrophy, enlarged nephron size, and reduced nephron number. These chronic changes are difficult to accurately assess by visual inspection but are reasonably quantified using morphometry. This review describes the various patient populations that have undergone morphometric analysis of kidney biopsies. The common approaches to morphometric analysis are described. The chronic kidney disease outcomes associated with various chronic changes by morphometry are also summarized. Morphometry enriches the characterization of chronicity on a kidney biopsy and this can supplement the pathologist's diagnosis. Artificial intelligence image processing tools are needed to automate the annotations needed for practical morphometric analysis of kidney biopsy specimens in routine clinical care., Competing Interests: None declared., (© The Author(s) 2024. Published by Oxford University Press on behalf of the ERA.)
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- 2024
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34. Development and validation of a model to predict acute kidney injury following high-dose methotrexate in patients with lymphoma.
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Rice ML, Barreto EF, Rule AD, Martin CE, Truong HL, Mara KC, Kashani KB, Thompson CA, Witzig TE, and Barreto JN
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- Adult, Humans, Male, Middle Aged, Methotrexate therapeutic use, Antimetabolites, Antineoplastic, Retrospective Studies, Acute Kidney Injury chemically induced, Acute Kidney Injury epidemiology, Acute Kidney Injury drug therapy, Lymphoma drug therapy
- Abstract
Study Objective: To develop and validate a model for predicting acute kidney injury (AKI) after high-dose methotrexate (HDMTX) exposure., Design: Retrospective analysis., Setting: Multisite integrated health system throughout Minnesota and Wisconsin., Patients: Adult patients with lymphoma who received HDMTX as a 4-h infusion., Measurements and Main Results: LASSO methodology was used to identify factors available at the outset of therapy that predicted incident AKI within 7 days following HDMTX. The model was then validated in an independent cohort. The incidence of AKI within 7 days following HDMTX was 21.6% (95% confidence interval (CI) 18.4%-24.8%) in the derivation cohort (435 unique patients who received a total of 1642 doses of HDMTX) and 15.6% (95% CI 5.3%-24.8%) in the validation cohort (55 unique patients who received a total of 247 doses of HDMTX). Factors significantly associated with AKI after HDMTX in the multivariable model included age ≥ 55 years, male sex, and lower HDMTX dose number. Other factors that were not found to be significantly associated with AKI on multivariable analysis, but were included in the final model, were body surface area, Charlson Comorbidity Index, and estimated glomerular filtration rate. The c-statistic of the model was 0.72 (95% CI 0.69-0.75) in the derivation cohort and 0.72 (95% CI 0.60-0.84) in the validation cohort., Conclusion: This model utilizing identified sociodemographic and clinical factors is predictive of AKI following HDMTX administration in adult patients with lymphoma., (© 2023 Pharmacotherapy Publications, Inc.)
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- 2024
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35. Impact of Various Estimated Glomerular Filtration Rate Equations on the Pharmacokinetics of Meropenem in Critically Ill Adults.
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Barreto EF, Chang J, Rule AD, Mara KC, Meade LA, Paul J, Jannetto PJ, Athreya AP, and Scheetz MH
- Abstract
Importance: Meropenem dosing is typically guided by creatinine-based estimated glomerular filtration rate (eGFR), but creatinine is a suboptimal GFR marker in the critically ill., Objectives: This study aimed to develop and qualify a population pharmacokinetic model for meropenem in critically ill adults and to determine which eGFR equation based on creatinine, cystatin C, or both biomarkers best improves model performance., Design Setting and Participants: This single-center study evaluated adults hospitalized in an ICU who received IV meropenem from 2018 to 2022. Patients were excluded if they had acute kidney injury, were on kidney replacement therapy, or were treated with extracorporeal membrane oxygenation. Two cohorts were used for population pharmacokinetic modeling: a richly sampled development cohort ( n = 19) and an opportunistically sampled qualification cohort ( n = 32)., Main Outcomes and Measures: A nonlinear mixed-effects model was developed using parametric methods to estimate meropenem serum concentrations., Results: The best-fit structural model in the richly sampled development cohort was a two-compartment model with first-order elimination. The final model included time-dependent weight normalized to a 70-kg adult as a covariate for volume of distribution (Vd) and time-dependent eGFR for clearance. Among the eGFR equations evaluated, eGFR based on creatinine and cystatin C expressed in mL/min best-predicted meropenem clearance. The mean (se) Vd in the final model was 18.2 (3.5) liters and clearance was 11.5 (1.3) L/hr. Using the development cohort as the Bayesian prior, the opportunistically sampled cohort demonstrated good accuracy and low bias., Conclusions and Relevance: Contemporary eGFR equations that use both creatinine and cystatin C improved meropenem population pharmacokinetic model performance compared with creatinine-only or cystatin C-only eGFR equations in adult critically ill patients., Competing Interests: Dr. Scheetz declares a consultancy with DoseMe. The remaining authors have disclosed that they do not have any potential conflicts of interest., (Copyright © 2023 The Authors. Published by Wolters Kluwer Health, Inc. on behalf of the Society of Critical Care Medicine.)
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- 2023
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36. Authors' Reply: Morphometric Approach to Different Nephron Segments.
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Denic A, Fnu A, Mahesh K, and Rule AD
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- Nephrons, Kidney Tubules, Proximal
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- 2023
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37. Podocyte Senescence and Aging.
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Shankland SJ, Rule AD, Kutz JN, Pippin JW, and Wessely O
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- Humans, Aging metabolism, Kidney Glomerulus metabolism, Epithelial Cells, Podocytes metabolism, Kidney Diseases metabolism
- Abstract
As the population in many industrial countries is aging, the risk, incidence, and prevalence of CKD increases. In the kidney, advancing age results in a progressive decrease in nephron number and an increase in glomerulosclerosis. In this review, we focus on the effect of aging on glomerular podocytes, the post-mitotic epithelial cells critical for the normal integrity and function of the glomerular filtration barrier. The podocytes undergo senescence and transition to a senescence-associated secretory phenotype typified by the production and secretion of inflammatory cytokines that can influence neighboring glomerular cells by paracrine signaling. In addition to senescence, the aging podocyte phenotype is characterized by ultrastructural and functional changes; hypertrophy; cellular, oxidative, and endoplasmic reticulum stress; reduced autophagy; and increased expression of aging genes. This results in a reduced podocyte health span and a shortened life span. Importantly, these changes in the pathways/processes characteristic of healthy podocyte aging are also often similar to pathways in the disease-induced injured podocyte. Finally, the better understanding of podocyte aging and senescence opens therapeutic options to slow the rate of podocyte aging and promote kidney health., (Copyright © 2023 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the American Society of Nephrology.)
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- 2023
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38. External Validation of a Novel Multimarker GFR Estimating Equation.
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Tio MC, Zhu X, Lirette S, Rule AD, Butler K, Hall ME, Dossabhoy NR, Mosley T, and Shafi T
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- Glomerular Filtration Rate, Kidney Function Tests
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- 2023
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39. Population pharmacokinetic model of cefepime for critically ill adults: a comparative assessment of eGFR equations.
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Barreto EF, Chang J, Rule AD, Mara KC, Meade LA, Paul J, Jannetto PJ, Athreya AP, and Scheetz MH
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- Adult, Humans, Cefepime pharmacokinetics, Glomerular Filtration Rate, Prospective Studies, Critical Illness therapy, Creatinine, Anti-Bacterial Agents, Cystatin C
- Abstract
Cefepime exhibits highly variable pharmacokinetics in critically ill patients. The purpose of this study was to develop and qualify a population pharmacokinetic model for use in the critically ill and investigate the impact of various estimated glomerular filtration rate (eGFR) equations using creatinine, cystatin C, or both on model parameters. This was a prospective study of critically ill adults hospitalized at an academic medical center treated with intravenous cefepime. Individuals with acute kidney injury or on kidney replacement therapy or extracorporeal membrane oxygenation were excluded. A nonlinear mixed-effects population pharmacokinetic model was developed using data collected from 2018 to 2022. The 120 included individuals contributed 379 serum samples for analysis. A two-compartment pharmacokinetic model with first-order elimination best described the data. The population mean parameters (standard error) in the final model were 7.84 (0.24) L/h for CL1 and 15.6 (1.45) L for V1. Q was fixed at 7.09 L/h and V2 was fixed at 10.6 L, due to low observed interindividual variation in these parameters. The final model included weight as a covariate for volume of distribution and the eGFR
cr-cysC (mL/min) as a predictor of drug clearance. In summary, a population pharmacokinetic model for cefepime was created for critically ill adults. The study demonstrated the importance of cystatin C to prediction of cefepime clearance. Cefepime dosing models which use an eGFR equation inclusive of cystatin C are likely to exhibit improved accuracy and precision compared to dosing models which incorporate an eGFR equation with only creatinine., Competing Interests: M.H.S. reports a previous research contract with Allecra; DoseMe consultancy. No other authors indicate potential conflicts of interest.- Published
- 2023
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40. Adequacy of cefepime concentrations in the early phase of critical illness: A case for precision pharmacotherapy.
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Barreto EF, Chang J, Bjergum MW, Gajic O, Jannetto PJ, Mara KC, Meade LA, Rule AD, Vollmer KJ, and Scheetz MH
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- Adult, Humans, Cefepime pharmacokinetics, Prospective Studies, Anti-Bacterial Agents, Microbial Sensitivity Tests, Critical Illness therapy, Pseudomonas Infections drug therapy
- Abstract
Study Objective: In critically ill patients, adequacy of early antibiotic exposure has been incompletely evaluated. This study characterized factors associated with inadequate cefepime exposure in the first 24 h of critical illness., Design: Prospective cohort study., Setting: Academic Medical Center., Patients: Critically ill adults treated with cefepime. Patients with acute kidney injury or treated with kidney replacement therapy or extracorporeal membrane oxygenation were excluded., Intervention: None., Measurements: A nonlinear mixed-effects pharmacokinetic (PK) model was developed to estimate cefepime concentrations for each patient over time. The percentage of time the free drug concentration exceeded 8 mg/L during the first 24 h of therapy was calculated (%ƒT>8; appropriate for the susceptible breakpoint for Pseudomonas aeruginosa). Factors predictive of low %ƒT>8 were explored with multivariable regression., Main Results: In the 100 included patients, a one-compartment PK model was developed with first-order elimination with covariates for weight and estimated glomerular filtration rate based on creatinine and cystatin C (eGFRSCr-CysC). The median (interquartile range) %ƒT>8 for cefepime in the first 24 h of therapy based on this model was 85% (66%, 100%). Less than 100% ƒT>8 during first 24 h of therapy occurred in 70 (70%) individuals. Lower Sequential Organ Failure Assessment score (p = 0.032) and higher eGFRSCr-CysC (p < 0.001) predicted a lower %ƒT>8. Central nervous system infection source was protective (i.e., associated with a higher %ƒT>8; p = 0.008)., Conclusions: During early critical illness, cefepime concentrations were inadequate in a significant proportion of patients. Antimicrobial optimization is needed to improve the precision of pharmacotherapy in the critically ill patients., (© 2023 Pharmacotherapy Publications, Inc.)
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- 2023
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41. Posthospital Multidisciplinary Care for AKI Survivors: A Feasibility Pilot.
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May HP, Herges JR, Anderson BK, Hanson GJ, Kashani KB, Kattah AG, Cole KC, McCoy RG, Meade LA, Rule AD, Schreier DJ, Tinaglia AG, and Barreto EF
- Abstract
Rationale & Objective: Innovative models are needed to address significant gaps in kidney care follow-up for acute kidney injury (AKI) survivors., Study Design: This quasi-experimental pilot study reports the feasibility of the AKI in Care Transitions (ACT) program, a multidisciplinary approach to AKI survivor care based in the primary care setting., Setting & Participants: The study included consenting adults with stage 3 AKI discharged home without dialysis., Interventions: The ACT intervention included predischarge education from nurses and coordinated postdischarge follow-up with a primary care provider and pharmacist within 14 days. ACT was implemented in phases (Usual Care, Education, ACT)., Outcomes: The primary outcome was feasibility. Secondary outcomes included process and clinical outcomes., Results: In total, 46 of 110 eligible adults were enrolled. Education occurred in 18/18 and 14/15 participants in the Education and ACT groups, respectively. 30-day urine protein evaluation occurred in 15%, 28%, and 87% of the Usual Care, Education, and ACT groups, respectively ( P < 0.001). Cumulative incidence of provider (primary care or nephrologist) and laboratory follow-up at 14 and 30 days was different across groups (14 days: Usual care 0%, Education 11%, ACT 73% [ P < 0.01]; 30 days: 0%, 22%, and 73% [ P < 0.01]). 30-day readmission rates were 23%, 44%, and 13% in the Usual Care, Education, and ACT groups, respectively ( P = 0.13)., Limitations: Patients were not randomly assigned to treatment groups. The sample size limited the ability to detect some differences or perform multivariable analysis., Conclusions: This study demonstrated the feasibility of multidisciplinary AKI survivor follow-up beginning in primary care. We observed a higher cumulative incidence of laboratory and provider follow-up in ACT participants., Trial Registration: ClinicalTrials.gov (NCT04505891)., Plain-Language Summary: Abrupt loss of kidney function in hospitalized patients, acute kidney injury (AKI), increases the chances of long-term kidney disease and a worse health care experience for patients. One out of 3 people who experience AKI do not get the follow-up kidney care they need. We performed a pilot study to test whether a program that facilitates structured AKI follow-up in primary care called the AKI in Care Transitions (ACT) program was possible. ACT brings together the unique expertise of nurses, doctors, and pharmacists to look at the patient's kidney health plan from all angles. The study found that the ACT program was possible and led to more complete kidney care follow-up after discharge than the normal approach to care., (© 2023 The Authors.)
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- 2023
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42. The Number and Size of Individual Kidney Medullary Pyramids is Associated with Clinical Characteristics, Kidney Biopsy Findings, and CKD Outcomes among Kidney Donors.
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Gregory AV, Denic A, Moustafa A, Dasaraju PG, Poudyal B, Augustine JJ, Mullan AF, Korfiatis P, Rule AD, and Kline TL
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- Female, Humans, Male, Biopsy, Glomerular Filtration Rate, Kidney pathology, Kidney Transplantation, Nephrosclerosis pathology, Renal Insufficiency, Chronic surgery
- Abstract
Significance Statement: Segmentation of multiple structures in cross-sectional imaging is time-consuming and impractical to perform manually, especially if the end goal is clinical implementation. In this study, we developed, validated, and demonstrated the capability of a deep learning algorithm to segment individual medullary pyramids in a rapid, accurate, and reproducible manner. The results demonstrate that cortex volume, medullary volume, number of pyramids, and mean pyramid volume is associated with patient clinical characteristics and microstructural findings and provide insights into the mechanisms that may lead to CKD., Background: The kidney is a lobulated organ, but little is known regarding the clinical importance of the number and size of individual kidney lobes., Methods: After applying a previously validated algorithm to segment the cortex and medulla, a deep-learning algorithm was developed and validated to segment and count individual medullary pyramids on contrast-enhanced computed tomography images of living kidney donors before donation. The association of cortex volume, medullary volume, number of pyramids, and mean pyramid volume with concurrent clinical characteristics (kidney function and CKD risk factors), kidney biopsy morphology (nephron number, glomerular volume, and nephrosclerosis), and short- and long-term GFR <60 or <45 ml/min per 1.73 m 2 was assessed., Results: Among 2876 living kidney donors, 1132 had short-term follow-up at a median of 3.8 months and 638 had long-term follow-up at a median of 10.0 years. Larger cortex volume was associated with younger age, male sex, larger body size, higher GFR, albuminuria, more nephrons, larger glomeruli, less nephrosclerosis, and lower risk of low GFR at follow-up. Larger pyramids were associated with older age, female sex, larger body size, higher GFR, more nephrons, larger glomerular volume, more nephrosclerosis, and higher risk of low GFR at follow-up. More pyramids were associated with younger age, male sex, greater height, no hypertension, higher GFR, lower uric acid, more nephrons, less nephrosclerosis, and a lower risk of low GFR at follow-up., Conclusions: Cortex volume and medullary pyramid volume and count reflect underlying variation in nephron number and nephron size as well as merging of pyramids because of age-related nephrosclerosis, with loss of detectable cortical columns separating pyramids., (Copyright © 2023 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the American Society of Nephrology.)
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- 2023
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43. Tubular and Glomerular Size by Cortex Depth as Predictor of Progressive CKD after Radical Nephrectomy for Tumor.
- Author
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Denic A, Gaddam M, Moustafa A, Mullan AF, Luehrs AC, Sharma V, Thompson RH, Smith ML, Alexander MP, Lerman LO, Barisoni L, and Rule AD
- Subjects
- Humans, Glomerular Filtration Rate, Kidney Glomerulus pathology, Nephrectomy adverse effects, Renal Insufficiency, Chronic, Kidney Neoplasms surgery, Kidney Neoplasms pathology
- Abstract
Significance Statement: Glomerular size differs by cortex depth. Larger nephrons are prognostic of progressive kidney disease, but it is unknown whether this risk differs by cortex depth or by glomeruli versus proximal or distal tubule size. We studied the average minor axis diameter in oval proximal and distal tubules separately and by cortex depth in patients who had radical nephrectomy to remove a tumor from 2019 to 2020. In adjusted analyses, larger glomerular volume in the middle and deep cortex predicted progressive kidney disease. Wider proximal tubular diameter did not predict progressive kidney disease independent of glomerular volume. Wider distal tubular diameter showed a gradient of strength of prediction of progressive kidney disease in the more superficial cortex than in the deep cortex., Background: Larger nephrons are prognostic of progressive kidney disease, but whether this risk differs by nephron segments or by depth in the cortex is unclear., Methods: We studied patients who underwent radical nephrectomy for a tumor between 2000 and 2019. Large wedge kidney sections were scanned into digital images. We estimated the diameters of proximal and distal tubules by the minor axis of oval tubular profiles and estimated glomerular volume with the Weibel-Gomez stereological model. Analyses were performed separately in the superficial, middle, and deep cortex. Cox proportional hazard models assessed the risk of progressive CKD (dialysis, kidney transplantation, sustained eGFR <10 ml/min per 1.73 m 2 , or a sustained 40% decline from the postnephrectomy baseline eGFR) with glomerular volume or tubule diameters. At each cortical depth, models were unadjusted, adjusted for glomerular volume or tubular diameter, and further adjusted for clinical characteristics (age, sex, body mass index, hypertension, diabetes, postnephrectomy baseline eGFR, and proteinuria)., Results: Among 1367 patients were 62 progressive CKD events during a median follow-up of 4.5 years. Glomerular volume predicted CKD outcomes at all depths, but only in the middle and deep cortex after adjusted analyses. Proximal tubular diameter also predicted progressive CKD at any depth but not after adjusted analyses. Distal tubular diameter showed a gradient of more strongly predicting progressive CKD in the superficial than deep cortex, even in adjusted analysis., Conclusions: Larger glomeruli are independent predictors of progressive CKD in the deeper cortex, whereas in the superficial cortex, wider distal tubular diameters are an independent predictor of progressive CKD., (Copyright © 2023 by the American Society of Nephrology.)
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- 2023
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44. Effect of Dataset Size and Medical Image Modality on Convolutional Neural Network Model Performance for Automated Segmentation: A CT and MR Renal Tumor Imaging Study.
- Author
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Gottlich HC, Gregory AV, Sharma V, Khanna A, Moustafa AU, Lohse CM, Potretzke TA, Korfiatis P, Potretzke AM, Denic A, Rule AD, Takahashi N, Erickson BJ, Leibovich BC, and Kline TL
- Subjects
- Humans, Retrospective Studies, Neural Networks, Computer, Magnetic Resonance Imaging methods, Tomography, X-Ray Computed, Image Processing, Computer-Assisted methods, Kidney Neoplasms diagnostic imaging
- Abstract
The aim of this study is to investigate the use of an exponential-plateau model to determine the required training dataset size that yields the maximum medical image segmentation performance. CT and MR images of patients with renal tumors acquired between 1997 and 2017 were retrospectively collected from our nephrectomy registry. Modality-based datasets of 50, 100, 150, 200, 250, and 300 images were assembled to train models with an 80-20 training-validation split evaluated against 50 randomly held out test set images. A third experiment using the KiTS21 dataset was also used to explore the effects of different model architectures. Exponential-plateau models were used to establish the relationship of dataset size to model generalizability performance. For segmenting non-neoplastic kidney regions on CT and MR imaging, our model yielded test Dice score plateaus of [Formula: see text] and [Formula: see text] with the number of training-validation images needed to reach the plateaus of 54 and 122, respectively. For segmenting CT and MR tumor regions, we modeled a test Dice score plateau of [Formula: see text] and [Formula: see text], with 125 and 389 training-validation images needed to reach the plateaus. For the KiTS21 dataset, the best Dice score plateaus for nn-UNet 2D and 3D architectures were [Formula: see text] and [Formula: see text] with number to reach performance plateau of 177 and 440. Our research validates that differing imaging modalities, target structures, and model architectures all affect the amount of training images required to reach a performance plateau. The modeling approach we developed will help future researchers determine for their experiments when additional training-validation images will likely not further improve model performance., (© 2023. The Author(s).)
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- 2023
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45. Outpatient Antibiotic Use is Not Associated with an Increased Risk of First-Time Symptomatic Kidney Stones.
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Thongprayoon C, Vaughan LE, Barreto EF, Mehta RA, Koo K, Schulte PJ, Lieske JC, and Rule AD
- Subjects
- Humans, Case-Control Studies, Outpatients, Risk Factors, Anti-Bacterial Agents adverse effects, Kidney Calculi epidemiology
- Abstract
Significance Statement: Antibiotics modify human microbiomes and may contribute to kidney stone risk. In a population-based case-control study using 1247 chart-validated first-time symptomatic kidney stone formers and 4024 age- and sex-matched controls, the risk of kidney stones was transiently higher during the first year after antibiotic use. However, this risk was no longer evident after adjustment for comorbidities and excluding participants with prior urinary symptoms. Findings were consistent across antibiotic classes and the number of antibiotic courses received. This suggests that antibiotics are not important risk factors of kidney stones. Rather, kidney stones when they initially cause urinary symptoms are under-recognized, resulting in antibiotic use before a formal diagnosis of kidney stones ( i.e. , reverse causality)., Background: Antibiotics modify gastrointestinal and urinary microbiomes, which may contribute to kidney stone formation. This study examined whether an increased risk of a first-time symptomatic kidney stone episode follows antibiotic use., Methods: A population-based case-control study surveyed 1247 chart-validated first-time symptomatic kidney stone formers with a documented obstructing or passed stone (cases) in Olmsted County, Minnesota, from 2008 to 2013 and 4024 age- and sex-matched controls. All prescriptions for outpatient oral antibiotic use within 5 years before the onset of symptomatic stone for the cases and their matched controls were identified. Conditional logistic regression estimated the odds ratio (OR) of a first-time symptomatic kidney stone across time after antibiotic use. Analyses were also performed after excluding cases and controls with prior urinary tract infection or hematuria because urinary symptoms resulting in antibiotic prescription could have been warranted because of undiagnosed kidney stones., Results: The risk of a symptomatic kidney stone was only increased during the 1-year period after antibiotic use (unadjusted OR, 1.31; P = 0.001), and this risk was attenuated after adjustment for comorbidities (OR, 1.16; P = 0.08). After excluding cases and controls with prior urinary symptoms, there was no increased risk of a symptomatic kidney stone during the 1-year period after antibiotic use (unadjusted OR, 1.04; P = 0.70). Findings were consistent across antibiotic classes and the number of antibiotic courses received., Conclusions: The increased risk of a first-time symptomatic kidney stone with antibiotic use seems largely due to both comorbidities and prescription of antibiotics for urinary symptoms. Under-recognition of kidney stones that initially cause urinary symptoms resulting in antibiotic use may explain much of the perceived stone risk with antibiotics ( i.e. , reverse causality)., (Copyright © 2023 by the American Society of Nephrology.)
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- 2023
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46. Why is the Implementation of Beta-Lactam Therapeutic Drug Monitoring for the Critically Ill Falling Short? A Multicenter Mixed-Methods Study.
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Barreto EF, Chitre PN, Pine KH, Shepel KK, Rule AD, Alshaer MH, Abdul Aziz MH, Roberts JA, Scheetz MH, Ausman SE, Moreland-Head LN, Rivera CG, Jannetto PJ, Mara KC, and Boehmer KR
- Subjects
- Humans, Critical Illness, Anti-Bacterial Agents therapeutic use, Vancomycin therapeutic use, beta-Lactams therapeutic use, Drug Monitoring methods
- Abstract
Background: Beta-lactam therapeutic drug monitoring (BL TDM; drug level testing) can facilitate improved outcomes in critically ill patients. However, only 10%-20% of hospitals have implemented BL TDM. This study aimed to characterize provider perceptions and key considerations for successfully implementing BL TDM., Methods: This was a sequential mixed-methods study from 2020 to 2021 of diverse stakeholders at 3 academic medical centers with varying degrees of BL TDM implementation (not implemented, partially implemented, and fully implemented). Stakeholders were surveyed, and a proportion of participants completed semistructured interviews. Themes were identified, and findings were contextualized with implementation science frameworks., Results: Most of the 138 survey respondents perceived that BL TDM was relevant to their practice and improved medication effectiveness and safety. Integrated with interview data from 30 individuals, 2 implementation themes were identified: individual internalization and organizational features. Individuals needed to internalize, make sense of, and agree to BL TDM implementation, which was positively influenced by repeated exposure to evidence and expertise. The process of internalization appeared more complex with BL TDM than with other antibiotics (ie, vancomycin). Organizational considerations relevant to BL TDM implementation (eg, infrastructure, personnel) were similar to those identified in other TDM settings., Conclusions: Broad enthusiasm for BL TDM among participants was found. Prior literature suggested that assay availability was the primary barrier to implementation; however, the data revealed many more individual and organizational attributes, which impacted the BL TDM implementation. Internalization should particularly be focused on to improve the adoption of this evidence-based practice., Competing Interests: M. H. Scheetz reports a previous research contract with Allecra. E. F. Barreto reports an ongoing consultancy agreement with Wolters-Kluwer. For the remaining authors, no conflicts of interest were declared., (Copyright © 2023 Wolters Kluwer Health, Inc. All rights reserved.)
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- 2023
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47. Age-Based Versus Young-Adult Thresholds for Nephrosclerosis on Kidney Biopsy and Prognostic Implications for CKD.
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Asghar MS, Denic A, Mullan AF, Moustafa A, Barisoni L, Alexander MP, Stegall MD, Augustine J, Leibovich BC, Thompson RH, and Rule AD
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- Adult, Humans, Aged, Prognosis, Kidney pathology, Nephrectomy, Biopsy, Fibrosis, Atrophy pathology, Nephrosclerosis pathology, Renal Insufficiency, Chronic pathology
- Abstract
Significance Statement: Nephrosclerosis (glomerulosclerosis, interstitial fibrosis, and tubular atrophy) is the defining pathology of both kidney aging and CKD. Optimal thresholds for nephrosclerosis that identify persons with a progressive disease are unknown. This study determined a young-age threshold (18-29 years) and age-based 95th percentile thresholds for nephrosclerosis on the basis of morphometry of kidney biopsy sections from normotensive living kidney donors. These thresholds were 7.1-fold to 36-fold higher in older (70 years or older) versus younger (aged 18-29 years) normotensive donors. Age-based thresholds, but not young-age threshold, were prognostic for determining risk of progressive CKD among patients who underwent a radical nephrectomy or a for-cause native kidney biopsy, suggesting that age-based thresholds are more useful than a single young-age threshold for identifying CKD on biopsy., Background: Nephrosclerosis, defined by globally sclerotic glomeruli (GSG) and interstitial fibrosis and tubular atrophy (IFTA), is a pathology of both kidney aging and CKD. A comparison of risk of progressive CKD using aged-based thresholds for nephrosclerosis versus a single young-adult threshold is needed., Methods: We conducted morphometric analyses of kidney biopsy images for %GSG, %IFTA, and IFTA foci density among 3020 living kidney donors, 1363 patients with kidney tumor, and 314 patients with native kidney disease. Using normotensive donors, we defined young-age thresholds (18-29 years) and age-based (roughly by decade) 95th percentile thresholds. We compared age-adjusted risk of progressive CKD (kidney failure or 40% decline in eGFR) between nephrosclerosis that was "normal compared with young," "normal for age but abnormal compared with young," and "abnormal for age" in patients with tumor and patients with kidney disease., Results: The 95th percentiles in the youngest group (18-29 years) to the oldest group (70 years or older) ranged from 1.7% to 16% for %GSG, 0.18% to 6.5% for %IFTA, and 8.2 to 59.3 per cm 2 for IFTA foci density. Risk of progressive CKD did not differ between persons with nephrosclerosis "normal compared with young" versus "normal for age but abnormal compared with young." Risk of progressive CKD was significantly higher with %GSG, %IFTA, or IFTA foci density that was abnormal versus normal for age in both cohorts., Conclusions: Given that increased risk of progressive CKD occurs only when nephrosclerosis is abnormal for age, age-based thresholds for nephrosclerosis seem to be better than a single young-age threshold for identifying clinically relevant CKD., (Copyright © 2023 by the American Society of Nephrology.)
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- 2023
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48. GFR estimated with creatinine rather than cystatin C is more reflective of the true risk of adverse outcomes with low GFR in kidney transplant recipients.
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Keddis MT, Howard MR, Galapia L, Barreto EF, Zhang N, Butterfield RJ, and Rule AD
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- Adult, Humans, Glomerular Filtration Rate, Creatinine, Cystatin C, Renal Insufficiency, Chronic, Kidney Transplantation adverse effects
- Abstract
Background: Serum cystatin C-based estimated glomerular filtration rate (eGFRcys) generally associates with clinical outcomes better than serum creatinine-based eGFR (eGFRcr) despite similar precision in estimating measured GFR (mGFR). We sought to determine whether the risk of adverse outcomes with eGFRcr or eGFRcys was via GFR alone or also via non-GFR determinants among kidney transplant recipients., Methods: Consecutive adult kidney transplant recipients underwent a standardized GFR assessment during a routine follow-up clinic visit between 2011 and 2013. Patients were followed for graft failure or the composite outcome of cardiovascular (CV) events or mortality through 2020. The risk of these events by baseline mGFR, eGFRcr and eGFRcys was assessed unadjusted, adjusted for mGFR and adjusted for CV risk factors., Results: There were 1135 recipients with a mean baseline mGFR of 55.6, eGFRcr of 54.8 and eGFRcys of 46.8 ml/min/1.73 m2 and a median follow-up of 6 years. Each 10 ml/min/1.73 m2 decrease in mGFR, eGFRcr or eGFRcys associated with graft failure [hazard ratio (HR) 1.79, 1.68 and 2.07, respectively; P < .001 for all) and CV events or mortality outcome (HR 1.28, 1.19 and 1.43, respectively; P < .001 for all). After adjusting for mGFR, eGFRcys associated with graft failure (HR 1.57, P < .001) and CV events or mortality (HR 1.49, P < .001), but eGFRcr did not associate with either. After further adjusting for CV risk factors, risk of these outcomes with lower eGFRcys was attenuated., Conclusion: eGFRcr better represents the true relationship between GFR and outcomes after kidney transplantation because it has less non-GFR residual association. Cystatin C is better interpreted as a nonspecific prognostic biomarker than is eGFR in the kidney transplant setting., (© The Author(s) 2023. Published by Oxford University Press on behalf of the ERA.)
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- 2023
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49. Kidney Structure and Reproductive History Among Healthy Female Kidney Donors.
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Kattah AG, Mullan AF, Denic A, Smith ML, Stegall MD, Moustafa A, Chakkera HA, Garovic VD, and Rule AD
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- Humans, Female, Reproductive History, Kidney, Nephrectomy, Living Donors, Kidney Transplantation
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- 2023
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50. An Improved Method for Estimating Nephron Number and the Association of Resulting Nephron Number Estimates with Chronic Kidney Disease Outcomes.
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Denic A, Mullan AF, Alexander MP, Wilson LD, Augustine J, Luehrs AC, Stegall MD, Kline TL, Sharma V, Thompson RH, and Rule AD
- Subjects
- Humans, Female, Nephrons pathology, Kidney pathology, Kidney Glomerulus, Glomerular Filtration Rate, Renal Insufficiency, Chronic, Hypertension pathology
- Abstract
Significance Statement: Nephron number currently can be estimated only from glomerular density on a kidney biopsy combined with cortical volume from kidney imaging. Because of measurement biases, refinement of this approach and validation across different patient populations have been needed. The prognostic importance of nephron number also has been unclear. The authors present an improved method of estimating nephron number that corrects for several biases, resulting in a 27% higher nephron number estimate for donor kidneys compared with a prior method. After accounting for comorbidities, the new nephron number estimate does not differ between kidney donors and kidney patients with tumor and shows consistent associations with clinical characteristics across these two populations. The findings also indicate that low nephron number predicts CKD independent of biopsy and clinical characteristics in both populations., Background: Nephron number can be estimated from glomerular density and cortical volume. However, because of measurement biases, this approach needs refinement, comparison between disparate populations, and evaluation as a predictor of CKD outcomes., Methods: We studied 3020 living kidney donors and 1354 patients who underwent radical nephrectomy for tumor. We determined cortex volume of the retained kidney from presurgical imaging and glomerular density by morphometric analysis of needle core biopsy of the donated kidney and wedge sections of the removed kidney. Glomerular density was corrected for missing glomerular tufts, absence of the kidney capsule, and then tissue shrinkage on the basis of analysis of 30 autopsy kidneys. We used logistic regression (in donors) and Cox proportional hazard models (in patients with tumor) to assess the risk of CKD outcomes associated with nephron number., Results: Donors had 1.17 million nephrons per kidney; patients with tumor had 0.99 million nephrons per kidney. A lower nephron number was associated with older age, female sex, shorter height, hypertension, family history of ESKD, lower GFR, and proteinuria. After adjusting for these characteristics, nephron number did not differ between donors and patients with tumor. Low nephron number (defined by <5th or <10th percentile by age and sex in a healthy subset) in both populations predicted future risk of CKD outcomes independent of biopsy and clinical characteristics., Conclusions: Compared with an older method for estimating nephron number, a new method that addresses several sources of bias results in nephron number estimates that are 27% higher in donors and 1% higher in patients with tumor and shows consistency between two populations. Low nephron number independently predicts CKD in both populations., (Copyright © 2023 by the American Society of Nephrology.)
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- 2023
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