73 research outputs found
Impact of the COVID-19 pandemic on in-patient treatment of peripheral artery disease in Germany during the first pandemic wave
Patients with peripheral artery disease (PAD) belong to a vulnerable population with relevant comorbidity. Appropriate care and timely treatment are imperative, but not readily assured in the current pandemic. What impact did the first wave have on in-hospital treatment in Germany? Nationwide healthcare remuneration data for inpatient care of the years 2019 and 2020 were used to compare demographic baseline data including the assessment of comorbidity (van Walraven score), as well as the encoded treatments. A direct comparison was made between the first wave of infections in 2020 and the reference period in 2019. The number of inpatient admissions decreased by 10.9%, with a relative increase in hospitalizations due to PAD Fontaine IV (+13.6%). Baseline demographics and comorbidity showed no relevant differences. The proportion of emergency admissions increased from 23.4% to 28.3% during the first wave to the reference period in 2019, and in-hospital mortality increased by 21.9% from 2.5% to 3.1%. Minor and major amputations increased by 24.5% and 18.5%. Endovascular and combined surgical/endovascular treatment strategies increased for all stages. Already in the first, comparatively mild wave of the pandemic, significantly fewer patients with predominantly higher-grade PAD stages were treated as inpatients. Consecutively, in-hospital mortality and amputation rates increased
Inpatient treatment of acute diverticulitis between 2010 and 2021 – a German nationwide study about long‐term trends and effects of the SARS-CoV-2 pandemic
Aim
The aims of this study were to analyse all hospitalizations for acute diverticulitis in Germany from 2010 to 2021 and to assess the effects of the first 2 years of the SARS-CoV-2 pandemic on hospitalizations for acute diverticulitis.
Method
Using data from the German Federal Statistical Office, we analysed fully anonymized healthcare data of hospitalizations and treatment regimens with acute diverticulitis as the main diagnosis between 2010 and 2021. Logistic regression analyses for in-hospital mortality were performed.
Results
A total of 608,162 hospitalizations were included. While the number of hospitalizations constantly increased until 2019 (+52.4%), a relative decrease of 10.1% was observed between 2019 and 2020, followed by stable numbers of hospitalizations in 2021 (+1.1% compared with 2020). In-hospital mortality showed a relative decrease of 33.2% until 2019 and thereafter a relative increase of 26.9% in 2020 and of 7.5% in 2021. A 21.6% and a 19.3% drop in hospitalizations was observed during the first and second waves of the SARS-CoV-2 pandemic, mostly affecting hospitalizations for uncomplicated diverticulitis, with a corresponding 11.6% and 16.8% increase in admissions for complicated diverticulitis. Multivariable logistic regression analyses showed significantly higher in-hospital mortality for hospitalizations in which surgery (OR = 2.76) and CT (OR = 1.32) were given, as well as lower mortality for women (OR = 0.88), whereas percutaneous drainage was not associated with higher in-hospital mortality compared with conservative treatment (OR = 0.71).
Conclusion
This study points out the long-term trends in inpatient treatment for acute diverticulitis and the in-hospital mortality risk factors of patients hospitalized for acute diverticulitis in a large nationwide cohort, as well as changes in these trends and factors resulting from the SARS-CoV-2 pandemic. These changes might be attributable to delayed diagnosis and thus more severe stages of disease as a result of containment measures
Revascularization with BYCROSS atherectomy device - protocol of a prospective multicenter observational study
Background
The BYCROSS™ device is a novel device intended for use in atherectomy of the peripheral arterial disease (PAD). With the BYCROSS™ atherectomy system, also prolonged calcifying lesions can be treated in a minimally invasive manner, which was previously reserved for bypass surgery. The aim of this study is to collect additional clinical data on safety and performance of the BYCROSS™ from patients undergoing revascularization of severely stenotic or occluded peripheral arterial vessels with the BYCROSS™.
Methods and design
This is an investigator-initiated national prospective multicenter observational study in patients with PAD. Sixty patients (20 per center) with PAD with stenosis higher than 80% or complete occlusion (de novo or recurrent stenosis) of vessels below the aortic bifurcation (min 3 mm vessel diameter) will be recruited. Three vascular surgery centers are participating in the study. The primary efficacy endpoint is procedural success, defined as passage of the occlusion through the BYCROSS device, and safety outcomes, explicated as freedom from device-related serious adverse events (SADEs). Secondary endpoints include primary and secondary patency rates, change in Rutherford classification, and freedom from amputation at 3 and 12 months.
Discussion
The BYCROSS atherectomy system may be a novel device for the minimally invasive treatment of prolonged calcified lesions previously reserved for bypass surgery. This national prospective multicenter observational study could represent another step in demonstrating the efficancy and safety of this device for treatment of PAD
Artificial intelligence-based detection of pneumonia in chest radiographs
Artificial intelligence is gaining increasing relevance in the field of radiology. This study retrospectively evaluates how a commercially available deep learning algorithm can detect pneumonia in chest radiographs (CR) in emergency departments. The chest radiographs of 948 patients with dyspnea between 3 February and 8 May 2020, as well as 15 October and 15 December 2020, were used. A deep learning algorithm was used to identify opacifications associated with pneumonia, and the performance was evaluated by using ROC analysis, sensitivity, specificity, PPV and NPV. Two radiologists assessed all enrolled images for pulmonal infection patterns as the reference standard. If consolidations or opacifications were present, the radiologists classified the pulmonal findings regarding a possible COVID-19 infection because of the ongoing pandemic. The AUROC value of the deep learning algorithm reached 0.923 when detecting pneumonia in chest radiographs with a sensitivity of 95.4%, specificity of 66.0%, PPV of 80.2% and NPV of 90.8%. The detection of COVID-19 pneumonia in CR by radiologists was achieved with a sensitivity of 50.6% and a specificity of 73%. The deep learning algorithm proved to be an excellent tool for detecting pneumonia in chest radiographs. Thus, the assessment of suspicious chest radiographs can be purposefully supported, shortening the turnaround time for reporting relevant findings and aiding early triage
Visualization of bone details in a novel photon-counting dual-source CT scanner—comparison with energy-integrating CT
OBJECTIVES: Photon-counting detector CT (PCD-CT) promises a leap in spatial resolution due to smaller detector pixel sizes than implemented in energy-integrating detector CTs (EID-CT). Our objective was to compare the visualization of smallest bone details between PCD-CT and EID-CT using a mouse as a specimen. MATERIALS AND METHODS: Two euthanized mice were scanned at a 20-slice EID-CT and a dual-source PCD-CT in single-pixel mode at various CTDI(Vol) values. Image noise and signal-to-noise ratio (SNR) were evaluated using repeated ROI measurements. Edge sharpness of bones was compared by the maximal slope within CT value plots along sampling lines intersecting predefined bones of the spine. Two readers evaluated bone detail visualization at four regions of the spine on a three-point Likert scale at various CTDI(Vol)’s. Two radiologists selected the series with better detail visualization among each of 20 SNR-matched pairs of EID-CT and PCD-CT series. RESULTS: In CTDI(Vol)-matched scans, PCD-CT series showed significantly lower image noise (Noise(CTDI=5 mGy): 16.27 ± 1.39 vs. 23.46 ± 0.96 HU, p < 0.01), higher SNR (SNR(CTDI=5 mGy): 20.57 ± 1.89 vs. 14.00 ± 0.66, p < 0.01), and higher edge sharpness (Edge Slope(lumbar spine): 981 ± 160 vs. 608 ± 146 HU/mm, p < 0.01) than EID-CT series. Two radiologists considered the delineation of bone details as feasible at consistently lower CTDI(Vol) values at PCD-CT than at EID-CT. In comparison of SNR-matched reconstructions, PCD-CT series were still considered superior in almost all cases. CONCLUSIONS: In this head-to-head comparison, PCD-CT showed superior objective and subjective image quality characteristics over EID-CT for the delineation of tiniest bone details. Even in SNR-matched pairs (acquired at different CTDI(Vol)’s), PCD-CT was strongly preferred by radiologists. KEY POINTS: • In dose-matched scans, photon-counting detector CT series showed significantly less image noise, higher signal-to-noise ratio, and higher edge sharpness than energy-integrating detector CT series. • Human observers considered the delineation of tiny bone details as feasible at much lower dose levels in photon-counting detector CT than in energy-integrating detector CT. • In direct comparison of series matched for signal-to-noise ratio, photon-counting detector CT series were considered superior in almost all cases. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00330-021-08441-4
Acute abdomen—Rare cause in an 80-year-old female patient under immunosuppressive treatment
Eine 80-jährige Frau stellte sich zur Abklärung abdomineller Schmerzen vor. Vorausgegangen war die Diagnosestellung einer Autoimmunhepatitis mit Einleitung einer immunsuppressiven Therapie und Auftritt zweier Pneumonien mit opportunistischen Erregern. Die Bildgebung erbrachte einen „omental cake“ mit Verdacht auf Peritonealkarzinose. Bei Auftritt eines akuten Abdomens erfolgte eine explorative Laparotomie, hierbei zeigten sich intraabdominelle Abszesse. Anhand von Blutkulturen und des intraoperativ gewonnenen Materials wurde eine disseminierte
Nocardiose diagnostiziert. Die Patientin verstarb aufgrund einer fulminant verlaufenen Sepsis
Optimal conspicuity of liver metastases in virtual monochromatic imaging reconstructions on a novel photon-counting detector CT—effect of keV settings and BMI
In dual-energy CT datasets, the conspicuity of liver metastases can be enhanced by virtual monoenergetic imaging (VMI) reconstructions at low keV levels. Our study investigated whether this effect can be reproduced in photon-counting detector CT (PCD-CT) datasets. We analyzed 100 patients with liver metastases who had undergone contrast-enhanced CT of the abdomen on a PCD-CT (n = 50) or energy-integrating detector CT (EID-CT, single-energy mode, n = 50). PCD-VMI-reconstructions were performed at various keV levels. Identical regions of interest were positioned in metastases, normal liver, and other defined locations assessing image noise, tumor-to-liver ratio (TLR), and contrast-to-noise ratio (CNR). Patients were compared inter-individually. Subgroup analyses were performed according to BMI. On the PCD-CT, noise and CNR peaked at the low end of the keV spectrum. In comparison with the EID-CT, PCD-VMI-reconstructions exhibited lower image noise (at 70 keV) but higher CNR (for ≤70 keV), despite similar CTDIs. Comparing high- and low-BMI patients, CTDI-upregulation was more modest for the PCD-CT but still resulted in similar noise levels and preserved CNR, unlike the EID-CT. In conclusion, PCD-CT VMIs in oncologic patients demonstrated reduced image noise–compared to a standard EID-CT–and improved conspicuity of hypovascularized liver metastases at low keV values. Patients with higher BMIs especially benefited from constant image noise and preservation of lesion conspicuity, despite a more moderate upregulation of CTDI
Radiomics-based machine learning model for diagnosis of acute pancreatitis using computed tomography
In the early diagnostic workup of acute pancreatitis (AP), the role of contrast-enhanced CT is to establish the diagnosis in uncertain cases, assess severity, and detect potential complications like necrosis, fluid collections, bleeding or portal vein thrombosis. The value of texture analysis/radiomics of medical images has rapidly increased during the past decade, and the main focus has been on oncological imaging and tumor classification. Previous studies assessed the value of radiomics for differentiating between malignancies and inflammatory diseases of the pancreas as well as for prediction of AP severity. The aim of our study was to evaluate an automatic machine learning model for AP detection using radiomics analysis. Patients with abdominal pain and contrast-enhanced CT of the abdomen in an emergency setting were retrospectively included in this single-center study. The pancreas was automatically segmented using TotalSegmentator and radiomics features were extracted using PyRadiomics. We performed unsupervised hierarchical clustering and applied the random-forest based Boruta model to select the most important radiomics features. Important features and lipase levels were included in a logistic regression model with AP as the dependent variable. The model was established in a training cohort using fivefold cross-validation and applied to the test cohort (80/20 split). From a total of 1012 patients, 137 patients with AP and 138 patients without AP were included in the final study cohort. Feature selection confirmed 28 important features (mainly shape and first-order features) for the differentiation between AP and controls. The logistic regression model showed excellent diagnostic accuracy of radiomics features for the detection of AP, with an area under the curve (AUC) of 0.932. Using lipase levels only, an AUC of 0.946 was observed. Using both radiomics features and lipase levels, we showed an excellent AUC of 0.933 for the detection of AP. Automated segmentation of the pancreas and consecutive radiomics analysis almost achieved the high diagnostic accuracy of lipase levels, a well-established predictor of AP, and might be considered an additional diagnostic tool in unclear cases. This study provides scientific evidence that automated image analysis of the pancreas achieves comparable diagnostic accuracy to lipase levels and might therefore be used in the future in the rapidly growing era of AI-based image analysis
clinical long-term efficacy and factors influencing the outcome
Wie in Originalarbeit 1 an 15 Patientinnen prospektiv mittels
kontrastmittelgestützter MRT demonstriert werden konnte, führt die bilaterale
UAE regelhaft zu einer Ischämie sowohl der in die Gebärmutter eingebetteten
Leiomyome als auch des Myometriums selbst. Dabei ist die Perfusionsrestriktion
der Gebärmuttermuskulatur nur temporär und bildet sich innerhalb von 72 h
nahezu vollständig zurück. Im Gegensatz dazu bleibt einmal ischämisches
Myomgewebe avital und erholt sich nicht wieder, was entscheidend für den
langfristigen Therapieerfolg ist. Dieser wurde im Rahmen zweier prospektiv
angelegter Kohortenstudien (Originalarbeiten 2 und 3) mit 380 bzw. 82
eingeschlossenen Patientinnen untersucht. Etwa 3/4 aller Betroffenen
profitierte dabei dauerhaft von der Behandlung und berichtete eine
zufriedenstellende Verbesserung bzw. Rückbildung ihrer Blutungs- und
Druckbeschwerden. Das mittlere reinterventionsfreie Überleben lag bei 8,5
Jahren, womit die Mehrzahl der Betroffenen beschwerdefrei in die natürlich
einsetzende Menopause überführt werden kann. Konsekutiv zeigten Frauen, die
zum Zeitpunkt der UAE <40 Jahre waren, ein gut doppelt so hohes Risiko für ein
Therapieversagen wie Frauen >45 Jahre (P = 0,049). Ein verfrühtes Auftreten
der Menopause konnte dabei nicht beobachtet werden. Die krankheitsspezifische
Lebensqualität erfolgreich behandelter Frauen normalisierte sich bereits im
kurzfristigen Verlauf (P < 0,001) und besserte sich noch einmal langfristig (P
= 0,041), womit der therapeutische Nutzen auch über die Kontrolle der
typischen Beschwerden hinaus demonstriert werden konnte. Dennoch profitieren
langfristig ca. 1/4 der behandelten Frauen nicht von der Therapie und erleben
eine Rückkehr der Beschwerden. In Originalarbeit 4 wurden potentielle
Einflussfaktoren auf den klinischen Erfolg an 115 Patientinnen prospektiv
untersucht, wobei die Rate der erreichten Myominfarzierung als der einzig
relevante und dabei sehr zuverlässige Prädiktor für das therapeutische
Ansprechen identifiziert wurde. So unterlagen Patientinnen, bei denen nur eine
Infarzierung von <90 % der Myomlast erreicht werden konnte, einem 22,2-fach (P
< 0,001) höheren Risiko für ein Therapieversagen als Frauen mit vollständiger
Infarzierung. Langfristig bedeutete dies eine kumulative Reinterventionsrate
von 43 % gegenüber 2 %. Besonders abhängig von einer hohen Infarzierungsrate
schienen Frauen mit dominierenden Blutungsbeschwerden. Unter diesen lag das
analoge Risiko 40,5-fach höher und die Reinterventionsrate erreichte bereits
nach 4 Jahren 94 % gegenüber 13 % (P < 0,001). Um eine möglichst vollständige
Infarzierung zu erreichen, genügt in seltenen Fällen die alleinige UAE nicht,
da über geweitete Arteriae ovaricae eine relevante Myomversorgung vorliegen
kann. Originalarbeit 5 zeigt retrospektiv an 13 Frauen, dass eine ergänzende
OAE technisch einfach zu realisieren ist und effektiv zur Infarzierung der
Myomlast und damit einhergehend der klinischen Symptomkontrolle beiträgt. Eine
zufriedenstellende Beschwerdebesserung berichteten anschließend 92 % der
Patientinnen. Ein erhöhtes Risiko für eine verfrühte permanente Amenorrhoe
konnte dabei nicht beobachtet werden. Die UAE kann, wie in Originalarbeit 6 an
40 Patientinnen retrospektiv demonstriert, auch bei der Adenomyosis uteri
erfolgreich eingesetzt werden. Dabei ist das klinische Ansprechen bei
alleiniger Adenomyose jedoch schlechter als bei kombinierter Adenomyose und
Leiomyomatose. Nach 6 Jahren liegt das kumulative reinterventionsfreie
Überleben für Frauen mit reiner Adenomyose bei 48 %, bei begleitender, aber
der Adenomyose untergeordneter Leiomyomatose bei vergleichbaren 58 %. Frauen
mit dominierender Leiomyomatose erlebten kein Therapieversagen. Erfolgreich
behandelte Frauen zeigten eine Normalisierung ihrer Lebensqualität. In
Ermangelung alternativer organerhaltender Behandlungsoptionen sollten
Patientinnen trotz des im Vergleich zum Uterus myomatosus schlechteren
Langzeiterfolgs bzgl. der Möglichkeit einer UAE beraten werden.Publication 1 presents a prospective study of 15 women examined with contrast-
enhanced magnetic resonance imaging (MRI). The study shows that bilateral
uterine artery embolization (UAE) consistently causes ischemia of both
fibroids embedded within the uterine wall and of the myometrium itself.
However, while reduced blood flow to the muscle layer of the uterus is
temporary and usually returns to near-normal within 72 hours, ischemic fibroid
tissue remains nonviable and does not recover, which is crucial for the long-
term success of UAE treatment. Long-term outcome of UAE was investigated in
two prospective cohort studies (publications 2 and 3) including 380 and 82
patients. Approx. three quarters of the women treated benefited permanently
from UAE and reported satisfactory improvement or resolution of bleeding
problems and bulk-related symptoms. Mean survival without reintervention was
8.5 years, meaning that the majority of women experience relief of fibroid-
related symptoms that is maintained to the time of natural menopause. Thus,
women aged <40 years at the time of UAE had a slightly over two times higher
risk of treatment failure than women aged >45 years (P = 0.049). Premature
menopause was not observed. Disease-specific quality of life of successfully
treated women already returned to normal during short-term follow-up (P <
0,001) and improved further at long-term follow-up (P = 0.041), suggesting
that a therapeutic benefit of UAE goes beyond mere control of typical fibroid-
related complaints. Nevertheless, approx. one quarter of women undergoing UAE
have no long-term benefit and experience a recurrence of their symptoms.
Publication 4 prospectively investigated factors potentially influencing the
clinical success of UAE in 115 patients, identifying the rate of fibroid
infarction as the only relevant and very reliable predictor of the response to
treatment. Patients with infarction of <90 % of their fibroid load had a 22.2
times (P < 0.001) higher risk of treatment failure than women in whom complete
infarction was accomplished. At long-term follow-up, this difference resulted
in a cumulative reintervention rate of 43% versus 2%. The infarction rate
accomplished appeared to be most relevant in women presenting with abnormal
bleeding as the predominant fibroid-related complaint. In this subgroup, the
risk of treatment failure was 40.5 times higher, and the reintervention rate
at 4-year follow-up was 94% versus 13% (P < 0.001). In rare instances,
complete infarction cannot be accomplished by UAE alone since dilated ovarian
arteries may provide relevant fibroid blood supply. Publication 5 presents a
retrospective analysis of 13 women, showing that supplementary OAE is
technically easy to perform and effectively contributes to infarction of the
fibroid bulk and elimination of clinical symptoms. Satisfactory improvement of
symptoms was reported by 92% of the women with supplementary OAE. There was no
risk for premature permanent amenorrhea. Publication 6, which reports a
retrospective study of 40 patients, demonstrates that UAE is also successful
in treating adenomyosis uteri. However, the clinical response is poorer in
women with adenomyosis alone compared to women with combined adenomyosis and
fibroids. At 6-year follow-up, cumulative reintervention-free survival was 48%
in women with adenomyosis alone and only slightly better, 58%, in women with
predominant adenomyosis and concomitant fibroids. There were no treatment
failures when fibroids were the predominant condition. Successfully treated
women experienced a return to normal of their quality of life. In view of the
fact that there is no alternative uterus-sparing treatment option for women
with adenomyosis uteri, these women should be informed and counseled about UAE
although the long-term success is poorer than in women with uterine fibroids
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