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1.
N Engl J Med ; 388(9): 781-791, 2023 03 02.
Article in English | MEDLINE | ID: mdl-36856614

ABSTRACT

BACKGROUND: Nephrolithiasis is one of the most common conditions affecting the kidney and is characterized by a high risk of recurrence. Thiazide diuretic agents are widely used for prevention of the recurrence of kidney stones, but data regarding the efficacy of such agents as compared with placebo are limited. Furthermore, dose-response data are also limited. METHODS: In this double-blind trial, we randomly assigned patients with recurrent calcium-containing kidney stones to receive hydrochlorothiazide at a dose of 12.5 mg, 25 mg, or 50 mg once daily or placebo once daily. The main objective was to investigate the dose-response effect for the primary end point, a composite of symptomatic or radiologic recurrence of kidney stones. Radiologic recurrence was defined as the appearance of new stones on imaging or the enlargement of preexisting stones that had been observed on the baseline image. Safety was also assessed. RESULTS: In all, 416 patients underwent randomization and were followed for a median of 2.9 years. A primary end-point event occurred in 60 of 102 patients (59%) in the placebo group, in 62 of 105 patients (59%) in the 12.5-mg hydrochlorothiazide group (rate ratio vs. placebo, 1.33; 95% confidence interval [CI], 0.92 to 1.93), in 61 of 108 patients (56%) in the 25-mg group (rate ratio, 1.24; 95% CI, 0.86 to 1.79), and in 49 of 101 patients (49%) in the 50-mg group (rate ratio, 0.92; 95% CI, 0.63 to 1.36). There was no relation between the hydrochlorothiazide dose and the occurrence of a primary end-point event (P = 0.66). Hypokalemia, gout, new-onset diabetes mellitus, skin allergy, and a plasma creatinine level exceeding 150% of the baseline level were more common among patients who received hydrochlorothiazide than among those who received placebo. CONCLUSIONS: Among patients with recurrent kidney stones, the incidence of recurrence did not appear to differ substantially among patients receiving hydrochlorothiazide once daily at a dose of 12.5 mg, 25 mg, or 50 mg or placebo once daily. (Funded by the Swiss National Science Foundation and Inselspital; NOSTONE ClinicalTrials.gov number, NCT03057431.).


Subject(s)
Diuretics , Hydrochlorothiazide , Kidney Calculi , Humans , Hydrochlorothiazide/administration & dosage , Hydrochlorothiazide/adverse effects , Hydrochlorothiazide/therapeutic use , Kidney/diagnostic imaging , Kidney Calculi/diagnostic imaging , Kidney Calculi/prevention & control , Sodium Chloride Symporter Inhibitors/administration & dosage , Sodium Chloride Symporter Inhibitors/adverse effects , Sodium Chloride Symporter Inhibitors/therapeutic use , Recurrence , Double-Blind Method , Dose-Response Relationship, Drug , Diuretics/administration & dosage , Diuretics/adverse effects , Diuretics/therapeutic use
2.
Swiss Med Wkly ; 151: w20453, 2021 02 15.
Article in English | MEDLINE | ID: mdl-33638353

ABSTRACT

AIMS OF THE STUDY: Non-adherence to immunosuppressive therapy in patients following solid organ transplantation is associated with an increased risk of transplant rejection and graft loss. A high pill burden can adversely affect patients’ implementation of their treatment regimens and may lead to omitting doses of medication. The aim of this study was to investigate medication implementation adherence in liver and kidney transplant recipients converted from twice-daily, immediate-release tacrolimus to once-daily, prolonged-release tacrolimus. METHODS: This multicentre, non-interventional, observational, 12-month study evaluated implementation adherence in routine practice at five hospitals in Switzerland. Patients attended four clinical visits: at baseline (pre-conversion), and then at week 2, month 6 and month 12 post-conversion. Implementation was defined as consistently taking medication at the correct time and at the correct dose in order to achieve target tacrolimus trough levels. Implementation adherence was evaluated in three ways: using the Basel Assessment of Adherence to Immunosuppressive Medications Scale (BAASIS) interview questionnaire (at baseline and month 12), investigator-rated patient adherence (recorded at all visits), and tacrolimus trough levels (assessed throughout the study; sub-therapeutic levels were predefined by the investigator on an individual patient basis, over-therapeutic levels were defined as tacrolimus trough levels >15 ng/ml). The primary composite endpoint was non-adherence according to the BAASIS at month 12, any post-conversion investigator adherence rating of “poor”, or sub-therapeutic or over-therapeutic tacrolimus trough levels at month 6 or 12. Secondary endpoints included: individual components of the composite non-adherence primary endpoint, tacrolimus pill burden, patient satisfaction, and adverse drug reactions. RESULTS: Seventy-five patients received prolonged-release tacrolimus; 68 patients (46 kidney and 22 liver transplant recipients) completed the study. Of these 68 patients, 24 had missing data for at least one component of the primary endpoint; therefore, data for the primary composite endpoint were evaluable for 44 patients. Most (81.8%; 36/44) patients were non-adherent for the composite endpoint. Sub-therapeutic tacrolimus trough levels outside of the predefined therapeutic range were the largest contributor to the composite endpoint, and were detected in 62.0% (31/50) of patients. Overall non-adherence according to the BAASIS was similar pre-conversion (30.7%) and at 12 months post-conversion (28.3%). Investigators rated adherence as “poor” for two patients. Prolonged-release tacrolimus decreased tacrolimus pill burden in 66.7% of patients. All patients were very satisfied / satisfied with prolonged-release tacrolimus; 75.0% found it easier to remember to take prolonged-release versus immediate-release tacrolimus. Twenty percent of patients reported adverse drug reactions, with infections being the most frequently reported (9.3%). CONCLUSION: Overall, 1-year non-adherence rates were similar following conversion from immediate-release to prolonged-release tacrolimus; however, prolonged-release tacrolimus intake was more convenient. No new safety signals were detected.


Subject(s)
Liver Transplantation , Tacrolimus , Delayed-Action Preparations , Drug Administration Schedule , Graft Rejection/prevention & control , Humans , Immunosuppressive Agents , Kidney , Medication Adherence , Switzerland , Transplant Recipients , Treatment Outcome
3.
BMC Nephrol ; 19(1): 349, 2018 12 10.
Article in English | MEDLINE | ID: mdl-30526528

ABSTRACT

BACKGROUND: Nephrolithiasis is a global healthcare problem with a current lifetime risk of 18.8% in men and 9.4% in women. Given the high cost of medical treatments and surgical interventions as well as the morbidity related to symptomatic stone disease, medical prophylaxis for stone recurrence is an attractive approach. Thiazide diuretics have been the cornerstone of pharmacologic metaphylaxis for more than 40 years. However, evidence for benefits and harms of thiazides in the prevention of calcium containing kidney stones in general remains unclear. In addition, the efficacy of the currently employed low dose thiazide regimens to prevent stone recurrence is not known. METHODS: The NOSTONE trial is an investigator-initiated 3-year prospective, multicenter, double-blind, placebo-controlled trial to assess the efficacy of standard and low dose hydrochlorothiazide treatment in the recurrence prevention of calcium containing kidney stones. We plan to include 416 adult (≥ 18 years) patients with recurrent (≥ 2 stone episodes in the last 10 years) calcium containing kidney stones (containing ≥50% of calcium oxalate, calcium phosphate or a mixture of both). Patients will be randomly allocated to 50 mg or 25 mg or 12.5 mg hydrochlorothiazide or placebo. The primary outcome will be incidence of stone recurrence (a composite of symptomatic or radiologic recurrence). Secondary outcomes will be individual components of the composite primary outcome, safety and tolerability of hydrochlorothiazide treatment, changes in urinary biochemistry elicited by hydrochlorothiazide treatment and impact of baseline disease severity, biochemical abnormalities and stone composition on treatment response. DISCUSSION: The NOSTONE study will provide long-sought information on the efficacy of hydrochlorothiazide in the recurrence prevention of calcium containing kidney stones. Strengths of the study include the randomized, double-blind and placebo-controlled design, the large amount of patients studied, the employment of high sensitivity and high specificity imaging and the exclusive public funding support. TRIAL REGISTRATION: ClinicalTrials.gov, NCT03057431 . Registered on February 20 2017.


Subject(s)
Diuretics/administration & dosage , Hydrochlorothiazide/administration & dosage , Nephrolithiasis/drug therapy , Dose-Response Relationship, Drug , Double-Blind Method , Female , Follow-Up Studies , Humans , Male , Nephrolithiasis/diagnosis , Nephrolithiasis/epidemiology , Prospective Studies , Recurrence , Treatment Outcome
4.
PLoS One ; 11(2): e0148542, 2016.
Article in English | MEDLINE | ID: mdl-26866372

ABSTRACT

We studied Mesenchymal Stromal Cells (MSC) effects in experimental Unilateral Ureteral Obstruction (UUO), a fibrogenic renal disease. Rats were divided in 5 groups: sham, UUO, MSC treated-UUO, ACEi treated-UUO, MSC+ACEi treated- UUO. Data were collected at 1, 7, 21 days. UUO induced monocyte renal infiltration, tubular cell apoptosis, tubular atrophy, interstitial fibrosis and overexpression of TGFß, Renin mRNA (RENmRNA), increase of Renin, Angiotensin II (AII) and aldosterone serum levels. Both lisinopril (ACEi) and MSC treatment prevented monocyte infiltration, reduced tubular cell apoptosis, renal fibrosis and TGFß expression. Combined therapy provided a further suppression of monocyte infiltration and tubular injury. Lisinopril alone caused a rebound activation of Renin-Angiotensin System (RAS), while MSC suppressed RENmRNA and Renin synthesis and induced a decrease of AII and aldosterone serum levels. Furthermore, in in-vitro and in-vivo experiments, MSC inhibit Human antigen R (HuR) trascription, an enhancer of RENmRNA stability by IL10 release. In conclusion, we demonstrate that in UUO MSC prevent fibrosis, by decreasing HuR-dependent RENmRNA stability. Our findings give a clue to understand the molecular mechanism through which MSC may prevent fibrosis in a wide and heterogeneous number of diseases that share RAS activation as common upstream pathogenic mechanism.


Subject(s)
ELAV-Like Protein 1/physiology , Fibrosis/physiopathology , Kidney/physiopathology , Mesenchymal Stem Cells/cytology , Renin-Angiotensin System , Ureteral Obstruction/physiopathology , Aldosterone/metabolism , Angiotensin II/metabolism , Animals , Animals, Genetically Modified , Apoptosis , Cell Differentiation , Cell Line , Disease Models, Animal , Green Fluorescent Proteins/metabolism , Humans , Immunophenotyping , Interleukin-10/metabolism , Kidney Tubules/pathology , Male , Rats , Rats, Sprague-Dawley , Renin/biosynthesis , Transforming Growth Factor beta/metabolism , Ureteral Obstruction/therapy
5.
BMC Immunol ; 15: 44, 2014 Oct 03.
Article in English | MEDLINE | ID: mdl-25277788

ABSTRACT

BACKGROUND: In former studies we showed in a rat model of renal transplantation that Mesenchymal Stromal Cells (MSC) prevent acute rejection in an independent way of their endowing in the graft. In this study we investigated whether MSC operate by resetting cytokine network and Scatter Factor systems, i.e. Hepatocyte Growth Factor (HGF), Macrophage Stimulating Protein (MSP) and their receptors Met and RON, respectively. METHODS: MSC were injected into the renal artery soon after reperfusion. Controls were grafted untreated and normal rats. Rats were sacrificed 7 days after grafting. Serum and renal tissue levels of IFN-γ, IL-1, IL-2, IL-4, IL-6, IL-10, MSP/RON, HGF/Met systems, Treg lymphocytes were investigated. RESULTS: In grafted untreated rats IFN-γ increased in serum and renal tissue and IL-6 rose in serum. MSC prevented both the phenomena, increased IL-10 serum levels and Treg number in the graft. Furthermore MSC increased serum and tissue HGF levels, Met tubular expression and prevented the suppression of tubular MSP/RON expression. CONCLUSIONS: Our results demonstrate that MSC modify cytokine network to a tolerogenic setting, they suppress Th1 cells, inactivate monocytes/macrophage, recruit Tregs. In addition, MSC sustain the expression of the Scatter Factor systems expression, i.e. systems that are committed to defend survival and stimulate regeneration of tubular cells.


Subject(s)
Cytokines/metabolism , Hepatocyte Growth Factor/metabolism , Kidney Transplantation , Mesenchymal Stem Cells/metabolism , Proto-Oncogene Proteins c-met/metabolism , Proto-Oncogene Proteins/metabolism , Receptor Protein-Tyrosine Kinases/metabolism , Allografts , Animals , Cell Proliferation , Cytokines/blood , Forkhead Transcription Factors/metabolism , Hepatocyte Growth Factor/blood , Hepatocyte Growth Factor/genetics , Kidney Tubules/pathology , Monocytes/metabolism , Necrosis , Proto-Oncogene Proteins/genetics , Proto-Oncogene Proteins c-met/genetics , RNA, Messenger/genetics , RNA, Messenger/metabolism , Rats , Rats, Inbred F344 , Receptor Protein-Tyrosine Kinases/genetics
6.
Indian J Med Res ; 137(6): 1188-92, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23852300

ABSTRACT

BACKGROUND & OBJECTIVES: Kidney transplantation is the best option for patients with end-stage renal disease (ESRD) failure. Prolonged use of immunosuppressive drugs often causes opportunistic infections and malignancies of skin and mucosae, but due to lack of a careful dermatological screening in several transplantation centers the diagnosis and the treatment of dermatological lesions in kidney transplant patients are underestimated. In addition after the introduction of interleukin (IL)-2 -receptor antagonists (basiliximab/daclizumab), mTOR inhibitors and mycophenolate mofetil (MMF)/mycophenolic acid (MPA) in new immunosuppressive protocols only a few studies have analyzed the skin and mucosal lesions in kidney transplant patients. This study was undertaken to evaluate the cutaneous and mucosal diseases after kidney transplantation, and to investigate the association between these and different immunosuppressive protocols and/or demographic features. METHODS: A retrospective analysis was done using medical records of kidney transplantation between 2000 and 2009 at the Transplant Unit of Fondazione IRCCS Policlinico San Matteo, Pavia, Italy. The study included 183 patients (M 57.3%, F 42.7%) aged 51.5 ± 11.8 yr) with transplant age 52.3 ± 34.9 months. Induction therapy was basiliximab and steroids based; maintenance therapy included combination-regimes from cyclosporine, tacrolimus, steroids, mycophenolate mofetil (MM), mycophenolic acid (MPA), rapamycin, everolimus. Anti-rejection therapy was steroid and/or thymoglobulines based. Diagnosis of cutaneous disease was made through examination of skin, mucous membranes, nails and hair evaluation. Skin biopsies, specific cultures and serological tests were done when required. RESULTS: Skin and mucosal diseases were reported in 173 (95.7%) of patients; 88 (50.81%) showed viral lesions; 92 (53.01%) immunosuppression-related lesions; 28 (16.39%) benign tumours; 26 (15.3%) precancers /neoplastic lesions; 24 (14.21%) mycosis; 16 (9.29%) cutaneous xerosis, 15 (8.74%) dermatitis, while absence of cutaneous disease was evident only in 8 (4.37%) cases. An association between drug side effects and anti-rejection treatment ( P ≤ 0.01) and/or calcineurin-inhibitors (CNI) exposure ( P ≤ 0.01) was found. Longer exposure to immunosuppressive drugs (>60 months) was associated with pre-malignancy and malignancy lesions. INTERPRETATION & CONCLUSIONS: Cutaneous diseases are frequent in kidney transplanted patients. Continuous skin monitoring is necessary to make an early diagnosis and to start appropriate treatment.


Subject(s)
Kidney Failure, Chronic/complications , Kidney Transplantation/adverse effects , Skin Diseases/chemically induced , Skin Diseases/complications , Adult , Aged , Antibodies, Monoclonal/adverse effects , Antibodies, Monoclonal, Humanized/adverse effects , Basiliximab , Daclizumab , Female , Graft Rejection , Humans , Immunoglobulin G/adverse effects , Immunosuppression Therapy/adverse effects , Immunosuppressive Agents/adverse effects , Kidney Failure, Chronic/therapy , Male , Middle Aged , Mycophenolic Acid/adverse effects , Mycophenolic Acid/analogs & derivatives , Mycoses/chemically induced , Mycoses/complications , Recombinant Fusion Proteins/adverse effects , Retrospective Studies , TOR Serine-Threonine Kinases/antagonists & inhibitors , Treatment Outcome , Virus Diseases/chemically induced , Virus Diseases/complications
7.
Int Urol Nephrol ; 45(6): 1809-13, 2013 Dec.
Article in English | MEDLINE | ID: mdl-23054314

ABSTRACT

Cytomegalovirus (CMV) infection is a common complication following solid organ transplantation that may severely affect the outcome of transplantation. Ganciclovir (GCV) and its prodrug valganciclovir are successfully used to prevent and treat CMV infection; however, in a small percentage of patients, CMV gene mutations may lead to drug resistance. GCV resistance is defined as increasing CMV viremia or progressive clinical disease during prolonged antiviral therapy, due to CMV gene mutation. This has emerged as a new challenge, especially because alternative drugs such as cidofovir and foscarnet have a number of important side effects. Here we report the case of a kidney transplanted patient who experienced life-threatening CMV disease, which initially appeared to be GCV-resistant, but was instead found to be associated with inadequate antiviral drug levels. The patient was then successfully treated by monitoring plasma GCV levels. We suggest using plasma GCV monitoring in the management of all cases of critical CMV disease, in which GCV resistance is suspected.


Subject(s)
Antiviral Agents/administration & dosage , Cytomegalovirus Infections/drug therapy , DNA, Viral/blood , Drug Monitoring , Ganciclovir/administration & dosage , Kidney Transplantation , Cytomegalovirus/genetics , Drug Resistance, Viral , Female , Humans , Middle Aged
8.
Urology ; 79(3): e44, 2012 Mar.
Article in English | MEDLINE | ID: mdl-22188757

ABSTRACT

Early allograft calcifications after kidney transplantation (KT) have already been reported, but the clinical implications of this finding are not clear thus far. Patient-related factors such as age, gender, underlying renal disease, and dialytic modality, seem to be irrelevant. It has been postulated that factors promoting the development of metastatic calcifications, including elevated calcium phosphate product and severe secondary hyperparathyroidism, could play a causal role. Here we report a case of a KT patient who developed early kidney calcifications which were associated with severe allograft dysfunction.


Subject(s)
Calcinosis/etiology , Kidney Papillary Necrosis/etiology , Kidney Transplantation/adverse effects , Kidney/pathology , Calcinosis/diagnostic imaging , Female , Humans , Hyperparathyroidism/complications , Middle Aged , Postoperative Complications/pathology , Primary Graft Dysfunction/etiology , Tomography, X-Ray Computed , Transplantation, Homologous
9.
J Nephrol ; 25(1): 137-9, 2012.
Article in English | MEDLINE | ID: mdl-22081296

ABSTRACT

BACKGROUND: Ecthyma gangrenosum (EG) is an unusual, potentially fatal cutaneous disease, commonly associated with Pseudomonas aeruginosa septicemia. CASE REPORT: We report the case of a 61-year-old man admitted to the Nephrology Department for fever, leukopenia and inguinal and scrotal painful lesions. Physical examination revealed inguinal and scrotal macules, nodules, blisters and ulcers with central necrosis. P. aeruginosa was isolated from an ulcer. EG was diagnosed. Because of the severe leukopenia, granulocyte-macrophage colony-stimulating factor (GM-CSF) was administered until the white blood cell count significantly increased. Based on antibiogram, intravenous ceftazidime and teicoplanin were given for 11 days. Cutaneous manifestations were completely healed in about 2 months. CONCLUSION: We suggest that the combination of GM-CSF with appropriate antibiotics can resolve EG and avoid or minimize the risk of septicemia in immunosuppressed patients.


Subject(s)
Ecthyma/drug therapy , Granulocyte-Macrophage Colony-Stimulating Factor/therapeutic use , Pseudomonas Infections/drug therapy , Pseudomonas aeruginosa , Ecthyma/microbiology , Humans , Immunocompromised Host , Kidney Transplantation , Male , Middle Aged
12.
Clin Sci (Lond) ; 120(1): 25-36, 2011 Jan.
Article in English | MEDLINE | ID: mdl-20583996

ABSTRACT

MSC (mesenchymal stromal cells) can differentiate into renal adult cells, and have anti-inflammatory and immune-modulating activity. In the present study, we investigated whether MSC have protective/reparative effects in anti-Thy1 disease, an Ab (antibody)-induced mesangiolysis resulting in mesangioproliferative nephritis. We studied five groups of rats: (i) rats injected with anti-Thy1.1 Ab on day 0 (group A); (ii) rats injected with anti-Thy1.1 Ab on day 0+MSC on day 3 (group B); (iii) rats injected with anti-Thy1.1 Ab on day 0+mesangial cells on day 3 (group C); (iv) rats injected with saline on day 0+MSC on day 3 (group D); and (v) rats injected with saline on day 0 (group E). Rats were killed on days 1, 3, 7 and 14. MSC prevented the increase in serum creatinine, proteinuria, glomerular monocyte influx and glomerular histopathological injury. Furthermore, MSC suppressed the release of IL-6 (interleukin-6) and TGF-ß (transforming growth factor-ß), modulated glomerular PDGF-ß (platelet-derived growth factor-ß), and reset the scatter factors and their receptors, potentiating HGF (hepatocyte growth factor)/Met and inactivating MSP (macrophage-stimulating protein)/Ron (receptor origin nantaise). Few MSC were found in the kidney. These results indicate that MSC improve anti-Thy 1 disease not by replacing injured cells, but by preventing cytokine-driven inflammation and modulating PDGF-ß and the scatter factors, i.e. systems that regulate movement and proliferation of monocytes and mesangial cells.


Subject(s)
Cytokines/metabolism , Glomerulonephritis/therapy , Hepatocyte Growth Factor/metabolism , Mesenchymal Stem Cell Transplantation/methods , Stromal Cells/transplantation , Animals , Cells, Cultured , Complement C3/metabolism , Glomerulonephritis/immunology , Glomerulonephritis/metabolism , Glomerulonephritis/pathology , Green Fluorescent Proteins/metabolism , Inflammation Mediators/metabolism , Male , Rats , Rats, Sprague-Dawley , Rats, Transgenic , Receptor Protein-Tyrosine Kinases/metabolism , Thy-1 Antigens/immunology
13.
G Ital Nefrol ; 27(1): 56-68, 2010.
Article in Italian | MEDLINE | ID: mdl-20191461

ABSTRACT

A promising way to increase the number of kidneys for transplantation is to expand the donor pool by including non-heart-beating donors (NHBDs). The centers involved in NHBD transplantation programs have reported a 16-40% increase in kidney transplants. A key issue with NHBD is the significantly higher rate of delayed graft function (DGF) and primary non-function (PNF) compared with that associated with heart-beating donor (HBD) transplants. However, although transplants from NHBD are associated with a greater incidence of early adverse events, long-term graft survival appears to be similar to that observed after transplants from HBDs. In addition, the use of extracorporeal membrane oxygenation and mechanical perfusion, the careful selection of recipients and donors, and an adequate therapeutic strategy may at least partially reduce the risk of PNF and DGF and improve transplant outcome.


Subject(s)
Heart Arrest , Kidney Transplantation , Tissue and Organ Harvesting , Tissue and Organ Procurement/methods , Brain Death , Delayed Graft Function , Graft Survival , Humans , Italy , Kidney Failure, Chronic/surgery , Kidney Transplantation/mortality , Organ Preservation/methods , Risk Factors , Time Factors , Treatment Outcome
15.
Am J Kidney Dis ; 52(1): 137-9, 2008 Jul.
Article in English | MEDLINE | ID: mdl-18487000

ABSTRACT

Sibutramine, a serotonin reuptake inhibitor, currently is used in treatment of obesity. The known side effects of sibutramine, ie, hypertension and tachycardia, depend on its adrenergic and serotoninergic effects. We describe a case of life-threatening hyponatremia associated with sibutramine use in an obese woman. We hypothesize that sibutramine, through its effect on neurotransmitters, may induce antidiuretic hormone secretion and lead to a syndrome of inappropriate antidiuretic hormone secretion. We advise careful monitoring of water-electrolytic balance during sibutramine therapy.


Subject(s)
Appetite Depressants/adverse effects , Cyclobutanes/adverse effects , Hyponatremia/chemically induced , Obesity, Morbid/drug therapy , Appetite Depressants/administration & dosage , Body Mass Index , Cyclobutanes/administration & dosage , Diagnosis, Differential , Emergency Service, Hospital , Female , Follow-Up Studies , Humans , Hyponatremia/diagnosis , Hyponatremia/physiopathology , Inappropriate ADH Syndrome/diagnosis , Middle Aged , Obesity, Morbid/diagnosis , Risk Assessment , Severity of Illness Index
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