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1.
Nat Commun ; 12(1): 5173, 2021 08 27.
Article in English | MEDLINE | ID: mdl-34453047

ABSTRACT

Disease modelling has had considerable policy impact during the ongoing COVID-19 pandemic, and it is increasingly acknowledged that combining multiple models can improve the reliability of outputs. Here we report insights from ten weeks of collaborative short-term forecasting of COVID-19 in Germany and Poland (12 October-19 December 2020). The study period covers the onset of the second wave in both countries, with tightening non-pharmaceutical interventions (NPIs) and subsequently a decay (Poland) or plateau and renewed increase (Germany) in reported cases. Thirteen independent teams provided probabilistic real-time forecasts of COVID-19 cases and deaths. These were reported for lead times of one to four weeks, with evaluation focused on one- and two-week horizons, which are less affected by changing NPIs. Heterogeneity between forecasts was considerable both in terms of point predictions and forecast spread. Ensemble forecasts showed good relative performance, in particular in terms of coverage, but did not clearly dominate single-model predictions. The study was preregistered and will be followed up in future phases of the pandemic.


Subject(s)
COVID-19/epidemiology , COVID-19/virology , Forecasting , Germany/epidemiology , Humans , Models, Statistical , Pandemics/statistics & numerical data , Poland/epidemiology , SARS-CoV-2/physiology , Seasons
4.
J Math Biol ; 71(6-7): 1737-70, 2015 Dec.
Article in English | MEDLINE | ID: mdl-25833186

ABSTRACT

When the body gets infected by a pathogen the immune system develops pathogen-specific immunity. Induced immunity decays in time and years after recovery the host might become susceptible again. Exposure to the pathogen in the environment boosts the immune system thus prolonging the time in which a recovered individual is immune. Such an interplay of within host processes and population dynamics poses significant challenges in rigorous mathematical modeling of immuno-epidemiology. We propose a framework to model SIRS dynamics, monitoring the immune status of individuals and including both waning immunity and immune system boosting. Our model is formulated as a system of two ordinary differential equations (ODEs) coupled with a PDE. After showing existence and uniqueness of a classical solution, we investigate the local and the global asymptotic stability of the unique disease-free stationary solution. Under particular assumptions on the general model, we can recover known examples such as large systems of ODEs for SIRWS dynamics, as well as SIRS with constant delay.


Subject(s)
Immune System/physiology , Models, Immunological , Communicable Diseases/epidemiology , Communicable Diseases/immunology , Disease Susceptibility/epidemiology , Disease Susceptibility/immunology , Host-Pathogen Interactions/immunology , Humans , Mathematical Concepts
5.
J Math Biol ; 69(4): 1027-56, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25117688

ABSTRACT

A novel class of state-dependent delay equations is derived from the balance laws of age-structured population dynamics, assuming that birth rates and death rates, as functions of age, are piece-wise constant and that the length of the juvenile phase depends on the total adult population size. The resulting class of equations includes also neutral delay equations. All these equations are very different from the standard delay equations with state-dependent delay since the balance laws require non-linear correction factors. These equations can be written as systems for two variables consisting of an ordinary differential equation (ODE) and a generalized shift, a form suitable for numerical calculations. It is shown that the neutral equation (and the corresponding ODE--shift system) is a limiting case of a system of two standard delay equations.


Subject(s)
Models, Theoretical , Population Dynamics , Adult , Algorithms , Birth Rate , Computer Simulation , Humans , Life Expectancy , Population Density
6.
G Chir ; 34(3): 86-9, 2013 Mar.
Article in English | MEDLINE | ID: mdl-23578413

ABSTRACT

AIM: The presence of the appendix within a femoral hernia sac is a rare condition known as De Garengeot hernia. We report a case of De Garengeot hernia with concomitant appendicitis and a brief review of the literature on the pathogenesis, diagnosis and treatment of this uncommon condition. CASE REPORT: A 33 year-old woman was admitted to our Surgical Unit with acute-onset pain and swelling in the right groin region. Clinical signs and ultrasound imaging suggested the presence of a strangulated femoral hernia and the patient was operated on in emergency setting. An inflamed appendix was discovered within the hernia sac. Appendectomy via McBurney incision and prosthetic repair of the femoral ring were performed. The postoperative course was uneventful and at the 2 week and 1 year follow-up no signs of wound infection and no hernia recurrence were found. CONCLUSION: Since clinical signs are non-specific and radiological findings may often be misinterpreted, appendicitis within a femoral hernia sac is often an incidental finding during an emergency operation for strangulated femoral hernia. Appendectomy-associated hernia repair may be performed with or without prosthesis depending on the extent of surgical field contamination.


Subject(s)
Appendicitis/complications , Hernia, Femoral/complications , Adult , Appendicitis/surgery , Female , Hernia, Femoral/surgery , Humans
7.
Hernia ; 16(4): 431-7, 2012 Aug.
Article in English | MEDLINE | ID: mdl-22714582

ABSTRACT

BACKGROUND: The aim of this retrospective study was to assess the incidence of trocar site hernias (TSH) following laparoscopic cholecystectomy (LC) through a long-term follow-up and to elucidate the significance of several technical and patient-related factors. METHODS: A total of 313 patients submitted to LC between 2000 and 2004 were included in our study. The pneumoperitoneum was always performed by means of Hasson's technique at the umbilical site and the operative trocars were positioned using either the American technique or the French technique. Closure of the fascial defect was performed only at the umbilical site. The effects of several variables, including age, gender, size of gallstones, co-existing umbilical hernia, complexity of operation, diabetes, obesity, malnutrition, smoking, and heavy manual work on the development of TSH were assessed by univariate and multivariate models. RESULTS: Thirteen cases of TSH (4.1 %) were detected over a mean follow-up period of 89.8 months (range: 60-128). Of these, 11 (84.6 %) developed at the umbilicus and 2 at the 10 mm subxiphoid site (15.4 %). At univariate and multivariate analysis, gallstones ≥ 2 cm (p = 0.030; OR = 9.95, p = 0.01) and obesity (p = 0.002; OR = 22.93, p < 0.01) were found to increase the likelihood of TSH development. CONCLUSIONS: After long-term follow-up, the incidence of TSH following LC was higher than expected. The insertion of large trocars at the umbilical site plays a key role in the development of TSH. Other conditions such as obesity and large gallstones can be additional risk factors since the umbilical defect must often be widened in these cases.


Subject(s)
Cholecystectomy, Laparoscopic/adverse effects , Gallbladder Diseases/surgery , Hernia, Ventral/epidemiology , Surgical Instruments/adverse effects , Adolescent , Adult , Aged , Aged, 80 and over , Cholecystectomy, Laparoscopic/instrumentation , Female , Follow-Up Studies , Hernia, Ventral/etiology , Humans , Incidence , Male , Middle Aged , Retrospective Studies , Risk Factors , Young Adult
8.
Biosystems ; 102(2-3): 148-56, 2010.
Article in English | MEDLINE | ID: mdl-20858527

ABSTRACT

The bacterial strain Pseudomonas putida IsoF, isolated from a tomato rhizosphere, possesses a quorum sensing regulation system, which allows the bacteria to recognise aspects of their environment or to communicate with each other by the so-called autoinducer molecules. In an experimental study, the time series of the autoinducer production did not show the expected behaviour, as it was observed for other bacterial species by indirect measurements. The modelling approach introduced here allows an explanation of the behaviour, supporting the hypothesis of the existence of a further (not yet detected) enzyme, which degrades the autoinducer into an inactive form. Especially the properties of the considered delay differential system allow for the description of the time series. For example the appearance of a first small maximum in the initial phase can be explained by a delay differential equation.


Subject(s)
Algorithms , Models, Biological , Pseudomonas putida/physiology , Quorum Sensing/physiology , Acyl-Butyrolactones/metabolism , Bacterial Proteins/metabolism , Solanum lycopersicum/microbiology , Pseudomonas putida/isolation & purification , Pseudomonas putida/metabolism , Rhizosphere , Time Factors
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