Risk Assessment Of Complications Research Articles

Training prediction models for individual risk assessment of postoperative complications after surgery for colorectal cancer.

The occurrence of postoperative complications and anastomotic leakage are major drivers of mortality in the immediate phase after colorectal cancer surgery. We trained prediction models for calculating patients' individual risk of complications based only on preoperatively available data in a multidisciplinary team setting. Knowing prior to surgery the probability of developing a complication could aid in improving informed decision-making by surgeon and patient and individualize surgical treatment trajectories. All patients over 18years of age undergoing any resection for colorectal cancer between January 1, 2014 and December 31, 2019 from the nationwide Danish Colorectal Cancer Group database were included. Data from the database were converted into Observational Medical Outcomes Partnership Common Data Model maintained by the Observation Health Data Science and Informatics initiative. Multiple machine learning models were trained to predict postoperative complications of Clavien-Dindo grade ≥ 3B and anastomotic leakage within 30days after surgery. Between 2014 and 2019, 23,907 patients underwent resection for colorectal cancer in Denmark. A Clavien-Dindo complication grade ≥ 3B occurred in 2,958 patients (12.4%). Of 17,190 patients that received an anastomosis, 929 experienced anastomotic leakage (5.4%). Among the compared machine learning models, Lasso Logistic Regression performed best. The predictive model for complications had an area under the receiver operating characteristic curve (AUROC) of 0.704 (95%CI 0.683-0.724) and an AUROC of 0.690 (95%CI 0.655-0.724) for anastomotic leakage. The prediction of postoperative complications based only on preoperative variables using a national quality assurance colorectal cancer database shows promise for calculating patient's individual risk. Future work will focus on assessing the value of adding laboratory parameters and drug exposure as candidate predictors. Furthermore, we plan to assess the external validity of our proposed model.

Complications Risk Assessment and Imaging Findings of Thermal Ablation Treatment in Liver Cancers: What the Radiologist Should Expect.

One of the major fields of application of ablation treatment is liver tumors. With respect to HCC, ablation treatments are considered as upfront treatments in patients with early-stage disease, while in colorectal liver metastases (CLM), they can be employed as an upfront treatment or in association with surgical resection. The main prognostic feature of ablation is the tumor size, since the goal of the treatment is the necrosis of all viable tumor tissue with an adequate tumor-free margin. Radiofrequency ablation (RFA) and microwave ablation (MWA) are the most employed ablation techniques. Ablation therapies in HCC and liver metastases have presented a challenge to radiologists, who need to assess response to determine complication-related treatment. Complications, defined as any unexpected variation from a procedural course, and adverse events, defined as any actual or potential injury related to the treatment, could occur either during the procedure or afterwards. To date, RFA and MWA have shown no statistically significant differences in mortality rates or major or minor complications. To reduce the rate of major complications, patient selection and risk assessment are essential. To determine the right cost-benefit ratio for the ablation method to be used, it is necessary to identify patients at high risk of infections, coagulation disorders and previous abdominal surgery interventions. Based on risk assessment, during the procedure as part of surveillance, the radiologists should pay attention to several complications, such as vascular, biliary, mechanical and infectious. Multiphase CT is an imaging tool chosen in emergency settings. The radiologist should report technical success, treatment efficacy, and complications. The complications should be assessed according to well-defined classification systems, and these complications should be categorized consistently according to severity and time of occurrence.

PD-0395 Daily dose evaluation based on synthetic CTs: accuracy of dose and complication risk assessment

PD-0395 Daily dose evaluation based on synthetic CTs: accuracy of dose and complication risk assessment

Correlation Between Risk of Febrile Neutropenia Based on Rondinelli Score with Clinical Outcomes in Acute Lymphoblastic Leukemia Patients

Febrile neutropenia (FN) is the most severe complication in patients with blood cancer and chemotherapy. Acute lymphoblastic leukemia (ALL) is the most common type of cancer in children and the most common cause of febrile neutropenia. The low number of neutrophils in ALL patients due to lymphoblast cancer cells and the toxicity of chemotherapy makes patients susceptible to infection which, if not treated immediately, can lead to death. Early risk assessment for infectious complications in FN patients is needed to increase clinician awareness in high-risk patients and eliminate unnecessary therapy for low-risk patients. The Rondinelli scoring system is a reasonably good instrument for predicting severe infectious complications in pediatric patients with ALL who have febrile neutropenia. This study aims to determine the relationship between the risk category for febrile neutropenia (FN) based on the Rondinelli score with clinical outcomes in FN patients with acute lymphoblastic leukemia (ALL) in the Hematology-Oncology division of the child health department of RSUD Dr. Soetomo. This analytic observational study used secondary data FN patients with acute lymphoblastic leukemia (ALL) implementing a total sampling. From 30 samples of pediatric ALL patients with febrile neutropenia at Dr. Soetomo Hospital for June 2018-June 2020 it was found 17 patients (56.7%) had a moderate risk score category, and 13 others were in a low-risk category (43.3 %). Patients were dominated by moderate and severe severity of neutropenia respectively, 43.3%, had neutropenia for 1-7 days (50%), fever less than seven days (66.7%), had a length of stay of 8-14 days, and 15-30 days 33.3% each. Conclusion from this research is that there was a signifi cant relationship between the Rondinelli score category in pediatric ALL patients with FN with the severity of neutropenia p=0.037; R=0.383), duration of neutropenia (p=0.021; R=0.420), duration of fever (p=0.000; R=0.618), and length of stay (p-value 0.005; R=0.496).

Research in evaluation and intervention of cardiovascular complications of patients with type 1 diabetes on demand

Recently, great progress has been made in the treatment of type 1 diabetes mellitus (T1DM), however the disease still significantly shortens the life expectancy. Cardiovascular complication is the main cause of death in T1DM patients, and the morbidity is even higher than that of type 2 diabetes. The risk factors of cardiovascular complication in T1DM are different from those of type 2 diabetes. Besides hyperglycemia, dyslipidemia, hypertension, microvascular complications and unhealthy lifestyle, non-traditional risk factors also play very important roles in developing cardiovascular complication, such as hypoglycemia, blood glucose variability, insulin resistance, and autoimmune inflammation of heart. At present, there is a lack of risk assessment and prevention measures for cardiovascular complications in T1DM. It is necessary for more studies to explore whether sodium-dependent glucose transporters 2 (SGLT2) inhibitors and glucagon-like peptide-1 (GLP-1) receptor agonists, which can improve cardiovascular and renal outcomes in type 2 diabetes mellitus, can be equally effective in T1DM.

Changes in ionized calcium in ethylene glycol poisoning

Ethylene glycol is a sweet-tasting toxic alcohol contained in a variety of chemical preparations. In patients poisoned with ethylene glycol, diagnosis is often based upon clinical suspicion and nonspecific tests. Hypocalcemia is often present due to calcium oxalate crystals formed by oxalic acid metabolite complexation. This retrospective study involved a review of clinical records of patients with a diagnosis of ethylene glycol poisoning. Results of blood gas samples, lactate, ionized calcium, and serum creatinine were documented and compared between various groups. The ionized calcium concentration was below the normal range in 59% of cases at the time of presentation and more commonly associated with a blood pH of <7.3 in 79% of cases. The number of patients with a low ionized calcium concentration increased over time. A low ionized calcium concentration was a common finding in cases of severe ethylene glycol poisoning and was more commonly associated with patients exhibiting metabolic acidosis or developing acute kidney injury or death. Ionized calcium concentration on presentation may be an additional marker in concert with blood pH that can be used in the risk assessment and stratification of severity and complications of ethylene glycol poisoning.

Metabolic Associated Fatty Liver Disease Increases the Risk of Systemic Complications and Mortality. A Meta-Analysis and Systematic Review of 12 620 736 Individuals

ObjectiveThe recent introduction of the term metabolic associated fatty liver disease (MAFLD) sought to reclassify nonalcoholic fatty liver disease (NAFLD). MAFLD is thought to improve the encapsulation of metabolic dysregulation. However, recent evidence has found significant differences between MAFLD and NAFLD, and prevailing knowledge has largely arisen from studies on NAFLD. Hence, we conducted a meta-analysis and systematic review of the outcomes associated with MAFLD. MethodsMEDLINE and Embase databases were searched for articles relating to outcomes in MAFLD. Analysis was conducted in random effects with hazard ratios (HRs) to account for longitudinal risk assessment of mortality and systemic complications. ResultsA total of 554 articles were identified, of which 17 articles were included. MAFLD resulted in an increase in the overall mortality (HR, 1.24; confidence interval [CI], 1.13-1.34), cancer-related mortality (HR, 1.27; CI, 1.01-1.54), and cardiovascular disease mortality (HR, 1.28, 1.03-1.53; P = .04) compared with non-MAFLD. MAFLD also increases the risk of cardiovascular events (HR, 1.49; CI, 1.34-1.64; P < .01), stroke (HR, 1.55; CI, 1.37-1.73; P < .01), and chronic kidney disease (HR, 1.53; CI, 1.38-1.68). The presence of MAFLD was also associated with an increased risk of heart failure, obstructive sleep apnea, and malignancy. ConclusionMAFLD can significantly elevate the risk of systemic diseases and mortality. The care of MAFLD thus requires interdisciplinary collaboration, and future clinical trials conducted on MAFLD should aim to reduce the incidence of end-organ damage aside from improving liver histology.

Artificial intelligence in spine care: current applications and future utility.

The field of artificial intelligence is ever growing and the applications of machine learning in spine care are continuously advancing. Given the advent of the intelligence-based spine care model, understanding the evolution of computation as it applies to diagnosis, treatment, and adverse event prediction is of great importance. Therefore, the current review sought to synthesize findings from the literature at the interface of artificial intelligence and spine research. A narrative review was performed based on the literature of three databases (MEDLINE, CINAHL, and Scopus) from January 2015 to March 2021 that examined historical and recent advancements in the understanding of artificial intelligence and machine learning in spine research. Studies were appraised for their role in, or description of, advancements within image recognition and predictive modeling for spinal research. Only English articles that fulfilled inclusion criteria were ultimately incorporated in this review. This review briefly summarizes the history and applications of artificial intelligence and machine learning in spine. Three basic machine learning training paradigms: supervised learning, unsupervised learning, and reinforced learning are also discussed. Artificial intelligence and machine learning have been utilized in almost every facet of spine ranging from localization and segmentation techniques in spinal imaging to pathology specific algorithms which include but not limited to; preoperative risk assessment of postoperative complications, screening algorithms for patients at risk of osteoporosis and clustering analysis to identify subgroups within adolescent idiopathic scoliosis. The future of artificial intelligence and machine learning in spine surgery is also discussed with focusing on novel algorithms, data collection techniques and increased utilization of automated systems. Improvements to modern-day computing and accessibility to various imaging modalities allow for innovative discoveries that may arise, for example, from management. Given the imminent future of AI in spine surgery, it is of great importance that practitioners continue to inform themselves regarding AI, its goals, use, and progression. In the future, it will be critical for the spine specialist to be able to discern the utility of novel AI research, particularly as it continues to pervade facets of everyday spine surgery.

Imaging Markers Associated With Radiation-Induced Changes in Brain Arteriovenous Malformations After Radiosurgery.

Radiation-induced changes (RICs) in brain tissue, seen as increased perinidal T2-weighted hyperintensity on MRI, are commonly observed in patients with brain arteriovenous malformations (BAVMs) within 2 years after Gamma Knife (Elekta) radiosurgery (GKRS). To explore the imaging markers associated with RICs in patients with BAVMs. We retrospectively included 106 treatment-naïve patients with BAVMs who received GKRS alone between 2011 and 2018 and had ≥24 months of clinical and MRI follow-up. Pre-GKRS angiography and MRIs were analyzed for morphological characteristics and quantitative digital subtraction angiography parameters. RIC severity was categorized as mild (grade I), moderate (grade II), or severe (grade III). Firth logistic regression analysis was conducted to determine the associations between the parameters and RICs. Among the 106 patients, 83 (78.3%) developed RICs, with 16 categorized as grade I, 62 as grade II, and 5 as grade III. RICs were symptomatic in 19 patients (17.9%). In multivariable models, BAVMs with a volume of >5 cm3 (odds ratio [OR]: 4.322, P = .024) and neoangiogenesis on angiography before treatment (OR: 3.846, P = .029), and thrombus within nidus or drainage vein on follow-up MRI (OR: 3.679, P = .001) were independently associated with grade II or III RICs. Symptomatic RICs were more likely to develop in basal ganglia or brainstem. Large BAVMs and neoangiogenesis were associated with moderate to severe RICs in treatment-naïve patients with BAVMs. Our findings may assist with the complication risk assessment for these patients.

Comprehensive evaluation of risk factors for the development and complications of chemotherapy-induced febrile neutropenia

Febrile neutropenia is a serious adverse effect of chemotherapy. It can lead to complications and death, as well as delays in treatment, chemotherapy dose reductions, compromised treatment efficacy, and reduced survival. The assessment of the patient-related risk factors plays a significant role in the prevention of febrile neutropenia and its complications. In the case of intermediate-risk chemotherapy, the patient-related factors contribute to the estimation of an overall febrile neutropenia risk as well as to timely planning of primary prophylaxis using growth factors. Patients presenting with febrile neutropenia undergo a detailed initial risk assessment for serious complications so that an appropriate treatment can be selected. Recommendations given by the guidelines outline the classification of and risk factors for febrile neutropenia complications. The use of patient-related factors and validated tools for the risk assessment of complications makes it possible to optimize the treatment for each patient and to reduce the risk of morbidity and mortality due to febrile neutropenia.

Risk assessment of maternal and fetal complications using the severity score of the metabolic syndrome (MetS) in pregnant women

Metabolic syndrome (MetS) is characterized by abnormal adipose tissue distribution, insulin resistance, atherogenic dyslipidemia, hypertension, chronic inflammation and procoagulant milieu. Metabolic syndrome comprises independent cardiovascular risk factors and simultaneously represents a risk factor for cardiovascular events and diabetes in the general population. In the absence of specific diagnostic criteria in pregnancy, the present study aims to analyze the role of Metabolic Syndrome Severity Score in pregnant women. The value of the MetS severity score in pregnant women in their first trimester of pregnancy can be used to predict the development of maternal and fetal complications. The MetS severity score showed an increased predictive power for the development of gestational diabetes, preeclampsia, macrosomia and for the need for child admission in neonatal intensive care.

Unified Scale for Assessing the Risk of Thromboembolic Complications – Family Doctor’s Tool for COVID-19 Pandemic

At present one of the most discussed medical problem is a COVID-19 pandemic. The world has already registered 274 408 291 cases of infection, and 5 365 361 lethal consequences. This disease is already known for almost two years, but there are still no clear understanding of its pathophysiology, clinical course and optimal therapeutic tactics. In Ukraine during this period, 3,324,999 patients with COVID-19 were registered, 92,929 people died. It is known that in the course of the COVID-19, severe thromboeembolic complications are often observed. That is why the most important element of therapy in case of acute thromboembolic complications is the timely use of thromboprophylaxis. The objective: is to develop an integrative scale that will summarize the conditions associated with the risk of thrombogenic complications. Materials and methods. The literature was analyzed on the E-library, PubMed, Scopus and Web of Science Core Collection databases to study questionnaires that were previously used in the patients with a therapeutic profile. 143 patients were examined, including 119 healthy people of all ages and 24 patients with metabolic syndrome (MS) over 60 years. General clinical, neurological, instrumental and laboratory examination were conducted. Results. The «Unified scale for assessing the risk of thromboembolic complications» was developed, containing 17 questions and allowing to assess the presence of risk factors and the prognosis of thromboembolic complications. The idea of creating arose on the basis of many years of experience in studying the issues of hemorheological properties of blood, microcirculation and endothelial function in persons of different ages on the basis of the Department of Clinical Physiology and Pathology of Internal Organs of the State Institution «D. F. Chebotarev Institute of Gerontology NAMS Ukraine» under the leadership of acad. NAMS of Ukraine Korkushko O.V. The questions used in the «Thromboembolic Complications Risk Assessment Scale» are intuitive and self-explanatory. It can be used in the form of a survey with a doctor, a nurse, and also independently in the form of a patient survey. The most convenient form of use is independently in the form of a questionnaire, and the most promising is when studying the health status of individuals in large samples, for example, in communities. The link to this questionnaire (https://forms.gle/XZwsGp5GaVuNqZeS9) was presented for the first time at the Ukrainian scientific and practical conference with international participation «Primary health care – the main component of health care in Ukraine (for the World Family Doctor Day)» of the P. L. Shupik (May 19–20, 2021). Conclusion. Blood circulation disturbances are accompanied by considerable number of pathological conditions, where early interventions and understanding of pathological mechanisms will reduce the risk of complications and prevent fatal consequences. The developed questionnaire allows, from the standpoint of both a doctor and a patient, to assess the risk of thromboembolic complications and identify risk factors for the development of thrombosis in routine clinical practice.

Preterm Premature Rupture of Membranes - Inpatient Versus Outpatient Management: an Evidence-Based Review.

According to current guidelines, inpatient management until birth is considered standard in pregnant women with preterm premature rupture of membranes (PPROM). With the increasing burden on obstetric departments and the growing importance of satisfaction and right to self-determination in pregnant women, outpatient management in PPROM is a possible alternative to inpatient monitoring. The most important criterion for this approach is to ensure the safety of both the mother and the child. Due to the small number of cases (n = 116), two randomised controlled trials (RCTs) comparing inpatient and outpatient management were unable to draw any conclusions. By 2020, eight retrospective comparative studies (cohort/observational studies) yielded the following outcomes: no significant differences in the rate of maternal complications (e.g., chorioamnionitis, premature placental abruption, umbilical cord prolapse) and in neonatal morbidity, significantly prolonged latency period with higher gestational age at birth, higher birth weight of neonates, and significantly shorter length of stay of preterm infants in neonatal intensive care, shorter hospital stay of pregnant women, and lower treatment costs with outpatient management. Concerns regarding this approach are mainly related to unpredictable complications with the need for rapid obstetric interventions, which cannot be performed in time in an outpatient setting. Prerequisites for outpatient management are the compliance of the expectant mother, the adherence to strict selection criteria and the assurance of adequate monitoring at home. Future research should aim at more accurate risk assessment of obstetric complications through studies with higher case numbers and standardisation of outpatient management under evidence-based criteria.

Risk assessment of multi-factorial complications after transrectal ultrasound-guided prostate biopsy: a single institutional retrospective cohort study.

Transrectal ultrasound-guided prostate biopsy (TRUSPB) is widely used to diagnose prostate cancer (PCa). The aim of this study was to evaluate the risk of multi-factorial complications (febrile genitourinary tract infection (GUTI), rectal bleeding, and urinary retention) after TRUSPB. N = 2053 patients were Japanese patients undergoing transrectal or transperineal TRUSPB for suspicious of PCa. To assess risk of febrile GUTI adequately, the patients were divided into four groups: low-risk patients before starting a rectal culture, low-risk patients after starting a rectal culture, high-risk patients, and patients undergoing transperineal TRUSPB. Furthermore, to identify risk of rectal bleeding and urinary retention, patients were divided into transrectal and transperineal group. Febrile GUTI significantly decreased owing to risk classification. The frequency of rectal bleeding was 1.43% (transrectal: 25/1742), while it did not happen in transperineal group. The patients with rectal bleeding had a significantly lower body mass index (BMI) (P < 0.01). The frequency of urinary retention was 5.57% (transrectal: 97/1742), while it did not happen in transperineal group. The patients with urinary retention had a significantly higher prostate-specific antigen (PSA) (P = 0.01) in transrectal group. Risk classification, rectal swab culture, and selected antimicrobial prophylaxis for transrectal TRUSPB were extremely effective to reduce the risk of febrile GUTI. Furthermore, lower BMI and higher PSA were novel clinical predictors for rectal bleeding and urinary retention, respectively. When urologists perform transrectal TRUSPB to their patients, they can correctly understand and explain each complication risk to their patients based on these novel risk factors.

The potential of miR-499 plasmatic level as a biomarker ofobstructive sleep apnea syndrome.

Background: Obstructive sleep apnea syndrome (OSAS) is one of the most common sleep-related breathing disorders. The aim of this study was to improve diagnostics in OSAS using blood circulating biomarkers. We consider the potential of cardiac-specific miRNAs in the diagnosis and risk assessment of cardiovascular complications. Materials & methods: Plasmatic levels of miR-1-3p, miR-133a-3p and miR-499a-5p were measured by reverse transcription-PCR and compared with the clinical status of OSAS patients and controls. Results: The level of miR-499 was higher (p=0.0343) in OSAS patients (mean expression: 0.00561) compared with the controls (mean expression: 0.00003), using the multivariate logistic regression. Conclusion: The role of miR-499 in gene expression regulation during hypoxia and our findings indicate that miR-499 could be a new diagnostic biomarker for OSAS.

Diagnostic value of arterial blood gas indices in predicting early neonatal complications

Background and Aim: The aim of this study was to determine the relationship between cord arterial blood gas (ABG) indices and early neonatal complications in neonates born with fetal distress and also the threshold level of measured values ​​for the risk assessment of complications.

Establishment of a prediction model for early and mid-term complications for patients undergoing catheter insertion for peritoneal dialysis.

ObjectiveTo investigate the factors involved in early and mid-term complications after catheter insertion for peritoneal dialysis and to establish prediction models.MethodsA total of 158 patients with peritoneal dialysis in the Department of Nephrology of our hospital were retrospectively analyzed. General information, laboratory indices, early complications (within 1 month after the operation), mid-term complications (1–6 months after the operation), and other relevant data were recorded. Multivariate logistic regression analysis was performed to establish a prediction model of complications and generate a nomogram. Receiver operating characteristic (ROC) curve analysis was used to evaluate the efficacy of the model.ResultsAmong the patients, 48 (30.8%) had early complications, which were mainly catheter-related complications, and 29 (18.4%) had mid-term complications, which were mainly abdominal infection and catheter migration. We constructed a prediction model for early complications (area under the curve = 0.697, 95% confidence interval: 0.609–0.785) and mid-term complications (area under the curve = 0.730, 95% confidence interval: 0.622–0.839). The sensitivity was 0.750 and 0.607, and the specificity was 0.589 and 0.765, respectively.ConclusionsOur prediction model has clinical significance for risk assessment of early and mid-term complications and prevention of complications after catheterization for peritoneal dialysis.

The Loop-Mediated Isothermal Amplification Technique in Periodontal Diagnostics: A Systematic Review.

The course of periodontal disease is affected by many factors; however, the most significant are the dysbiotic microflora, showing different pathogenicity levels. Rapid colonization in the subgingival environment can radically change the clinical state of the periodontium. This systematic review aims to present an innovative technique of loop-mediated isothermal amplification for rapid panel identification of bacteria in periodontal diseases. The decisive advantage of the loop-mediated isothermal amplification (LAMP) technique in relation to molecular methods based on the identification of nucleic acids (such as polymerase chain reaction (PCR or qPCR) is the ability to determine more pathogens simultaneously, as well as with higher sensitivity. In comparison with classical microbiological seeding techniques, the use of the LAMP method shortens a few days waiting time to a few minutes, reducing the time necessary to identify the species and determine the number of microorganisms. The LAMP technology requires only a small hardware base; hence it is possible to use it in outpatient settings. The developed technique provides the possibility of almost immediate assessment of periodontal status and, above all, risk assessment of complications during the treatment (uncontrolled spread of inflammation), which can certainly be of key importance in clinical work.

ПРОФИЛАКТИКА ПОСЛЕОПЕРАЦИОННЫХ ОСЛОЖНЕНИЙ ПРИ ПЕРЕЛОМАХ ПЯТОЧНОЙ КОСТИ

Objective: To optimize prevention of postoperative complications of closed calcaneus fractures (CCF), considering prediction of risk factors (RF) for their development. Methods: The case histories of 490 patients with CCF were studied for the period 2010-2020. Among them there were 25 women (5%), and 465 men (95%), their age ranged from 18 to 70 years; 94% of patients were having recent trauma. Postoperative complications were diagnosed in 183 cases (37%), such as dislocation of metal parts of prosthesis (14%); osteomyelitis of the calcaneus (9%); trophic disorders, particularly skin necrosis (21%); suppuration of the postoperative wound and osteosynthesis zone (51%); fistulae and tendinitis (5%). For the analysis of risk pathology, RFs and the potential for their realization were evaluated. The data reduction procedure was performed using calculation of the correlation coefficient τ. The final assessment of the identified predictors was carried out using the logistic regression method. A protocol for managing patients with risk assessment of complications at each stage has been developed. Results: Statistically significant RFs were revealed, such as edema in the fracture zone on the day of surgery and three days later, odds ratio (OR) =0.07 [CI: 0.015-0.294]; lack of antibiotic prophylaxis before surgery, OR=0.053 [CI: 0.006-0.402]; serious comorbidities, OR=0.252 [CI: 0.108-0.586]; significant changes in laboratory tests, OR=0.137 [CI: 0.056-0.327]; significant changes in the follow up tests, OR=0.12 [CI: 0.038-0.42]; failure to perform an X-ray after surgery, OR=0.095 [CI: 0.031-0.286]; lack of prevention of thromboembolic complications, OR=0.02 [CI: 0.038-0.38]; the quality of the recommendations presented in the discharge summary, OR=0.073 [CI: 0.038-0.142]; hard physical labor, OR=0.009 [CI: 0.002-0.044]. In 45 cases, a patient management protocol was used with risk assessment of complications at each stage, as a result of which no complications were noted in 96% of cases. Conclusion: The presented comprehensive approach to the prevention of complications based on consideration of the individual characteristics of the patient and the use of multidimensional modeling can effectively reduce the incidence of complications and may help even a novice specialist in choosing of proper treatment tactics. Keywords: Fracture of the calcaneus, risk factors, prophylaxis, complications, prognosis.

Clinical impact of plasma haemostasis disorders and their correction in chronic glomerulonephritis with nephrotic syndrome

Introduction. Thrombosis and thromboembolism are frequent complications in chronic glomerulonephritis (CGN) with nephrotic syndrome (NS), despite the use of anticoagulant therapy. Therefore, the questions of thrombosis risk assessment and thrombotic complication prevention in NS are still relevant.Aim. Description of the frequency and localisation of thromboembolic complications in CGN-NS patients and a review of approaches to their risk assessment and prevention.Main findings. The main risk predictors of venous thrombosis in NS are considered, including low serum albumin, high plasma D-dimer, age over 60 and hypovolemic conditions. The risk of arterial thrombosis is determined by general population factors: age, gender, smoking, diabetes mellitus and arterial hypertension. Venous thrombosis may be asymptomatic and mainly occurs in deep lower limb veins, renal veins and branches of pulmonary artery. Among the NS-associated CGN morphotypes of high risk are membranous nephropathy and membranoproliferative CGN. Issues in the thrombotic complication risk assessment, prevention and treatment are highlighted.