Radiographic findings of SARS-CoV-2 infection.

STUDY OBJECTIVE: The 2019-20 coronavirus pandemic is caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), which causes coronavirus disease 2019 (COVID-19). This study was undertaken to identify and compare findings of chest radiography and computed tomography among patients with SARS-CoV-2 infection. METHODS: This retrospective study was undertaken at a tertiary care center. Eligible subjects included consecutive patients age 18 and over with documented SARS-CoV-2 infection between March and July 2020. The primary outcome measures were results of chest radiography and computed tomography among patients with documented SARS-CoV-2 infection. RESULTS: Among 724 subjects, most were admitted to a medical floor (46.4%; N = 324) or admitted to an ICU (10.9%; N = 76). A substantial number of subjects were intubated during the emergency department visit or inpatient hospitalization (15.3%; N = 109). The majority of patients received a chest radiograph (80%; N = 579). The most common findings were normal, bilateral infiltrates, ground-glass opacities, or unilateral infiltrate. Among 128 patients who had both chest radiography and computed tomography, there was considerable disagreement between the 2 studies (52.3%; N = 67; 95% confidence interval: 43.7% to 61.0%).). The presence of bilateral infiltrates (infiltrates or ground-glass opacities) was associated with clinical factors including older age, ambulance arrivals, more urgent triage levels, higher heart rate, and lower oxygen saturation. Bilateral infiltrates were associated with poorer outcomes, including higher rate of intubation, greater number of inpatient days, and higher rate of death. CONCLUSIONS: Common radiographic findings of SARS-CoV-2 infection include infiltrates or ground-glass opacities. There was considerable disagreement between chest radiography and computed tomography. Computed tomography was more accurate in defining the extent of involved lung parenchyma. The presence of bilateral infiltrates was associated with morbidity and mortality.

CT findings and dynamic changes of COVID-19 in the patients younger than 18 years old infected with SARS-CoV-2 omicron variant

Objective: To investigate the chest computed tomography (CT) manifestations and dynamic changes of coronavirus disease 2019 (COVID-19) in the patients younger than 18 years old infected with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) Omicron variant, and to provide a basis for determining the chest CT changes and efficacy of COVID-19 caused by Omicron virus variant in patients younger than 18 years old. Methods The clinical and imaging data of 30 cases of patients younger than 18 years old infected with COVID-19 Omicron variant, who admitted to the Third People's Hospital of Shenzhen from February 11 to March 26, 2022 were collected and retrospectively analyzed. The clinical manifestations, imaging features and dynamic changes of lesions were summarized. Results A total of 41 intrapulmonary lesions in 30 patients with COVID-19 caused by SARS-CoV-2 Omicron variant. The main manifestations were patchy or nodular ground-glass opacities and/or consolidation, with focal subpleural distribution, lesions mainly occur in the right lung (70.73%, 29/41). There were 42 lesion morphologies, with 22 (52.38%) striped shadows and 16 (38.10%) nodular shadows, with small lamellar and patchy shadows predominating. There were 36 lesion density variations, with ground glass shadows being the most common, with a total of 24 ground glass shadows (66.66%) in each lobe of the lung, and also 6 consolidation lesions (16.67%) and 6 mixed ground glass opacity and consolidation lesions (16.67%). With the progression of the disease, lesions gradually enlarged, appeared on the 2nd day (312.93 mm3), peaked on the 9th day (1 837.18 mm3). The average absorption time of the lesions was (16+or-3) days, and there was no significant difference between the absorption time of patchy and nodular lesions (ground glass and/or consolidation) (t=0.853, P > 0.05). The lesions showed focal ground-glass opacity in the early stage, 77.78% lesions were absorbed after treatment in the late stage. Inflammatory nodules were absorbed slowly (9-19 days), without residual fibrotic changes. Conclusions The imaging manifestations of COVID-19 in patients younger than 18 years old infected with SARS-CoV-2 Omicron variant have certain characteristics, showed patchy or nodular ground glass opacities and/or consolidation, mainly distributed in the subpleural area, with small and few lesions and slow change, didn't remain fibrosis. Being familiar with its clinical and imaging manifestations can assist in early diagnosis, but confirming the diagnosis requires a combination of epidemiological history, clinical symptoms, SARS-CoV-2 nucleic acid and radiological manifestations.

Novel Ga-68-FAPI PET/CT offers oncologic staging without COVID-19 vaccine-related pitfalls

Ziel/Aim The global SARS-CoV-2 vaccination campaign brought attention to a recent pitfall in tumor staging by PET/CT. Several publications reported a non-specific F-18-FDG tracer uptake in axillary lymph nodes after COVID-19 vaccination. Ga-68-FAPI PET/CT is a new oncologic imaging tool that may overcome this limitation. Methodik/Methods For this purpose, we compared the tracer uptake in a head-to-head and same-day F-18-FDG and Ga-68-FAPI PET/CT study. 11 patients from our prospective database (NCT04571086) were included showing vaccine-related tracer uptake in axillary lymph nodes up to 6 weeks after COVID- 19 vaccination. Ergebnisse/Results Among the total of 11 patients, all (n = 11) showed visual positive uptake in the lymph nodes ipsilateral to the injection side on F-18-FDG PET. None (n = 0) of the included patients showed significant tracer uptake on Ga-68-FAPI PET. Follow-up imaging confirmed reactive nodal uptake in all patients. The tumor detection efficacy for these patients was 73 % for F-18-FDG and 94 % for Ga-68-FAPI. Schlussfolgerungen/Conclusions In our case series, Ga-68-FAPI demonstrated resistance to vaccine-related pitfalls while presenting superior tumor detection.

Low-dose computed tomography in COVID-19: systematic review

BACKGROUND: The increased number of computed tomography scans during the COVID-19 pandemic has emphasized the task of decreasing radiation exposure of patients, since it is known to be associated with an elevated risk of cancer development. The ALARA (as low as reasonably achievable) principle, proposed by the International Commission on Radiation Protection, should be adhered to in the operation of radiation diagnostics departments, even during the pandemic. AIM: To systematize data on the appropriateness and effectiveness of low-dose computed tomography in the diagnosis of lung lesions in COVID-19. MATERIALS AND METHODS: Relevant national and foreign literature in scientific libraries PubMed and eLIBRARY, using English and Russian queries "low-dose computed tomography” and "COVID-19,” published between 2020 and 2022 were analyzed. Publications were evaluated after assessing the relevance to the review topic by title and analysis. The references were further analyzed to identify articles omitted during the search that may meet the inclusion criteria. RESULTS: Published studies summarized the current data on the imaging of COVID-19 lung lesions and the use of computed tomography scans and identified possible options for reducing the effective dose. CONCLUSION: We present techniques to reduce radiation exposure during chest computed tomography and preserve high-quality diagnostic images potentially sufficient for reliable detection of COVID-19 signs. Reducing radiation dose is a valid approach to obtain relevant diagnostic information, preserving opportunities for the introduction of advanced computational analysis technologies in clinical practice. © Eco-Vector, 2023.

How did the COVID-19 pandemic affect SPECT myocardial perfusion scans?

Objectives: The aim of this study is to evaluate the effect of the COVID-19 pandemic on myocardial perfusion scans (MPS) during the COVID-19 pandemic period. Method(s): We respectively reviewed single photon emission computed tomography myocardial perfusion scans (SPECT-MPS) performed between June and September 2020 during the COVID-19 pandemic at the Nuclear Medicine Research Center at Mashhad University of Medical Sciences. The findings of stress SPECT-MPS studies acquired in the corresponding months of 2019 were also evaluated for direct comparison. Result(s): In COVID-19 pandemic compared to period prior to the pandemic, no difference was observed in terms of age range of patients under study or their cardiovascular risk factors, except smoking which underwent a significant increase during the COVID-19 pandemic ( 19% vs. 13% , p = 0.009). While the number of patients with non-angina (19% vs. 31%, p = 0.000) or typical (11% vs. 19%, p = 0.000) chest pain significantly decreased during the COVID-19 pandemic, atypical (42% vs. 25%, p = 0.000) chest pain cases showed an increasing number. By considering pretest probability of the patients (high, intermediate and low/very low), during the COVID-19 period, cases of high pretest probability decreased (6% vs. 18%, p = 0.000) and intermediate pretest probability patients also increased (64% vs. 55%, p = 0.005) while low/very low pretest probability cases showed no changes between the two periods. All types of MPS stress tests in the COVID-19 period were pharmacological compared to exercise stress test. No statistically significant difference on the myocardial ischemia or cardiomyopathy between patients between the two periods was observed. Summed stress score (SSS) and summed rest score (SRS) was similar over the two periods,while summed difference score (SDS) significantly increased over the course of COVID-19, confirming a non- increasing pattern of myocardial ischemia. Conclusion(s): Previous research underscores the fact that the number of stress SPECT-MPS studies was significantly reduced during the COVID-19 pandemic compared to the corresponding months prior to the pandemic [1, 2]. Our study concluded that all types of MPS stress tests in the COVID-19 period were pharmacological. This is due to the fact that all related recommendations published in the literature [3] highlighted the avoidance of exercise stress tests during the COVID-19 pandemic to reduce the risk of droplet exposure. During the COVID-19 pandemic, patients in two ends of the spectrum (e.g., non-angina & typical chest pain) were referred less for MPS. However, patients in the middle of the spectrum (e.g., atypical chest pain) underwentMPS less frequently. Myocardial ischemia and cardiomyopathy were not decreased or increased in patients over the COVID-19 period.

Hypermetabolic ipsilateral supraclavicular and axillary lymphadenopathy: Optimal time point for performing 18F-FDG PET/CT after COVID-19 vaccination

Ziel/Aim We aimed at evaluating the incidence of SARS-CoV2 vaccine-related axillary and supraclavicular hypermetabolic lymphadenopathy (HLA) and evaluate which timepoint produces the least number of false-positive findings in HLA. Methodik/Methods For this retrospective, multi-center imaging study patients with any form of SARS-CoV2 vaccination prior to 18F-FDG-PET/CT between January 2021 and December 2021 were included. Patients were divided into six groups according to the timepoint of vaccination prior to 18F-FDG-PET/CT imaging: Group 1 (0-6 Days), Group 2 (7-13 Days), Group 3 (14-20 Days), Group 4 (21-27 Days), Group 5 (28-34 Days) and Group 6 (35-80 Days). As reference SUVmax of mediastinal blood pool (MBP) and SUVmax contralateral reference lymph node (RL) were determined. For each group, the following parameters were assessed. A) absolute SUVmax of HLA B) incidence of HLA [defined as the ratio of SUVmaxHLA/ SUVmax Mediastinal Blood Pool (rHLA/MBP)] greater than 1,5 C) rHLA/MBP D) ratio SUVmax HLA vs. SUVmax contralateral reference lymph node (rHLA/RL). Ergebnisse/Results HLA showed the highest incidence in Group 1(day 0-6) 16/23 (70 %). Similarly, SUVmax HLA and rHLA/MBP were highest in this group, SUVmax 4.97 +/- 4.1 and 2.58 +/- 2.1 respectively. The incidence of HLA, SUVmax HLA, and rHLA/MBP were higher in Group 3 (14-20 days) than in Group 2 (7- 13days);57 % vs 44 %;5.05 +/- 4.33vs 3.9 +/- 2.81 (p = 0.723 and 2.32 +/- 1.8 vs 1.83 +/- 1.38(p = 0.788). All parameters for HLA dropped markedly after at least 21 days of vaccination. There were no significant differences in SUVmax HLA, rHLA/MBP and rHLA/RL in group 4 (21-27 days), group 5 (28-34 days) and group 6 (35-80 Days). [1] Schlussfolgerungen/Conclusions It is crucial for diagnostic physicians to assess the recent history of COVID-19 vaccination prior to FDG-PET/CT scan to reduce the risk of false-positive calls. If feasible, FDG PET should be postponed by at least 3 weeks after SARS-CoV2 vaccination especially if an accurate evaluation of axillary status is required.

American College of Nuclear Medicine (ACNM) 2022 ACNM Annual Meeting Abstracts

The proceedings contain 91 papers. The topics discussed include: the new approach of COVID-19 patients with deteriorating respiratory functions using perfusion SPECT/CT imaging;increasing interest in nuclear medicine: evaluation of an educational workshop;cost-benefit analysis recommends further utilization of cardiac PET/MR for sarcoidosis evaluation;development of a nomogram model for predicting the recurrence of differentiated thyroid carcinoma patients based on a thyroid cancer database from a tertiary hospital in China;multi-center validation of radiomic models in new data using ComBat-based harmonization of features;bone scan with Tc99m-MDP, the missing link in the initial staging of muscle-invasive bladder carcinoma;and comparison of absorbed doses to kidneys calculated employing three time points and employing two time points in neuroendocrine patients undergoing Lu-177 DOTATATE therapy using planar images.

Nirmatrelvir/ritonavir - A New Culprit of Acute Pancreatitis

Introduction: Nirmatrelvir/ritonavir is a new medication approved for the treatment of COVID-19 infection. It prevents viral replication by inhibiting the SARS-CoV-2 main protease. While mild adverse effects were described, including dysgeusia, diarrhea, hypertension and myalgia1, there were no reported cases of pancreatitis. Case Description/Methods: An 81-year-old female with a past medical history of hypertension and COPD presented to the hospital complaining of abdominal pain and nausea for one day. She had no history of alcohol, tobacco or marijuana use, recent travel, or trauma. Her medications included lisinopril and prednisone, and she had completed a 5-day course of nirmatrelvir/ritonavir for the treatment of COVID-19 infection 2 days prior to presentation. On abdominal exam, she had left upper and lower quadrant tenderness. Blood tests revealed an amylase of 1333 U/L, lipase of 3779 U/L, triglycerides of 297 mg/dL and calcium of 8.7 mg/dL. CT scan revealed an indurated pancreatic body and tail with peripancreatic fluid along the paracolic gutter. Ultrasound of the abdomen and MRCP did not reveal any acute findings. IgG subclasses 1-4 were normal. Discussion(s): According to the revised Atlanta criteria, the patient had clinical findings consistent with acute pancreatitis. Common causes such as gallstone, alcohol, autoimmune and hypertriglyceridemiainduced pancreatitis were ruled out. There were no masses or structural abnormalities on imaging that might have explained her diagnosis. There have been at least 2 reported cases of lisinopril and prednisone induced pancreatitis, however according to Badalov et al.2 both of these medications are class III drugs that lack any rechallenge in the literature. Moreover, the patient had been taking these medications for many years, making them an unlikely cause of the presenting diagnosis. There are no reports of nirmatrelvir/ritonavir associated pancreatitis or known pharmacologic interaction with her home medications, and a meta-analysis conducted by Babajide et al. revealed no association between acute pancreatitis and COVID-19 infection (3). Given the negative findings stated above and the recent initiation of a new medication, nirmatrelvir/ritonavir was the likely cause of acute pancreatitis.

Efficient intelligent compression and recognition system-based vision computing for computed tomography COVID images

Computed tomography (CT) image-based medical recognition is extensively used for COVID recognition as it improves recognition and scanning rate. A method for intelligent compression and recognition system-based vision computing for CT COVID (ICRS-VC-COVID) was developed. The proposed system first preprocesses lung CT COVID images. Segmentation is then used to split the image into two regions: nonregion of interest (NROI) with fractal lossy compression and region of interest with context tree weighting lossless. Subsequently, a fast discrete curvelet transform (FDCT) is applied. Finally, vector quantization is implemented through the encoder, channel, and decoder. Two experiments were conducted to test the proposed ICRS-VC-COVID. The first evaluated the segmentation compression, FDCT, wavelet transform, and discrete curvelet transform (DCT). The second evaluated the FDCT, wavelet transform, and DCT with segmentation. It demonstrates a significant improvement in performance parameters, such as mean square error, peak signal-to-noise ratio, and compression ratio. At similar computational complexity, the proposed ICRS-VC-COVID is superior to some existing techniques. Moreover, at the same bit rate, it significantly improves the quality of the image. Thus, the proposed method can enable lung CT COVID images to be applied for disease recognition with low computational power and space. © The Authors. Published by SPIE under a Creative Commons Attribution 4.0 International License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI. [DOI: 10.1117/1.JEI.32.2.021404] © 2023 SPIE. All rights reserved.

Abdominal imaging findings in patients with COVID-19 part 2: solid organs

Since Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) first appeared in China in December 2019, the globe has been dealing with an ever-increasing incidence of COVID-19 (Corona Virus Disease 2019). In addition to respiratory disorders, 40% of patients present with gastrointestinal (GI) involvement. Abdominal pain is the most common indication for computed tomography (CT) and ultrasonography. After GI tract involvement, solid visceral organ infarction is the most prevalent abdominal abnormality in COVID-19. This review aims to gather the available data in the literature about imaging features of solid abdominal organs in patients with COVID-19. Gallbladder wall thickening and distension, cholelithiasis, hyperdense biliary sludge, acalculous cholecystitis, periportal edema, heterogeneous liver enhancement, and liver hypodensity and infarction are among hepatobiliary imaging findings in CT, particularly in patients admitted to ICU. Pancreatic involvement can develop as a result of direct SARS-CoV2 invasion with signs of acute pancreatitis in abdominal CT, such as edema and inflammation of the pancreas. Infarction was the most prevalent renal and splenic involvement in patients with COVID-19 who underwent abdominal CT presenting with areas of parenchymal hypodensity. In conclusion, although solid abdominal organs are rarely affected by COVID-19, clinicians must be familiar with the manifestations since they are associated with the disease severity and poor outcome.

Granulomatous Hepatitis as Primary Manifestation of Disseminated Histoplasmosis in an Immunocompetent Host Diagnosed on EUS FNA and Liver Biopsy

Introduction: Disseminated histoplasmosis (DH) presents as primarily lung manifestations with extrapulmonary involvement in immunocompromised hosts. Granulomatous hepatitis as first presentation of DH in an immunocompetent host is uncommon. Case Description/Methods: 25-year-old female presented with one month of fever, fatigue, myalgias, 30-pound weight loss, cough, nausea, vomiting, and epigastric pain. She has lived in the Midwest and southwestern US. Presenting labs: TB 1.9 mg/dL, AP 161 U/L, AST 172 U/L, ALT 463 U/L. Workup was negative for COVID, viral/autoimmune hepatitis, sarcoidosis, tuberculosis, and HIV. CT scan showed suspected gallstones and 9 mm left lower lobe noncalcified nodule. EUS showed a normal common bile duct, gallbladder sludge and enlarged porta hepatis lymph nodes which underwent fine needle aspiration (FNA). She was diagnosed with biliary colic and underwent cholecystectomy, with white plaques noted on the liver surface (A). Liver biopsy/FNA showed necrotizing granulomas (B) and fungal yeast on GMS stain (C). Although histoplasmosis urine and blood antigens were negative, histoplasmosis complement fixation was >1:256. She could not tolerate itraconazole for DH, requiring amphotericin B. She then transitioned to voriconazole, discontinued after 5 weeks due to increasing AP. However, her symptoms resolved with normal transaminases. At one year follow up, she is asymptomatic with normal liver function tests. Discussion(s): DH is a systemic granulomatous disease caused by Histoplasma capsulatum endemic to Ohio, Mississippi River Valley, and southeastern US. DH more commonly affects immunocompromised hosts with AIDS, immunosuppressants, and organ transplant. Gastrointestinal involvement is common in DH (70-90%) with liver involvement in 90%. However, granulomatous hepatitis as primary manifestation of DH is rare (4% of liver biopsies). Hepatic granulomas are seen in < 20%. Patients may present with nonspecific systemic symptoms. Serum/urine antigens may be negative. Gold standard for diagnosis is identifying yeast on tissue stains. Recommended treatment is amphotericin B followed by 1 year of itraconazole. However, shorter treatment duration may be effective in immunocompetent hosts. This case is unique in that granulomatous hepatitis was the first presentation of DH in our immunocompetent patient diagnosed on EUS FNA and liver biopsy. Clinicians must have a high degree of suspicion for DH in patients with fever of unknown origin especially in endemic areas regardless of immunologic status. (Table Presented).

Features of the diagnosis and course of COVID-19 in HIV-infected patients hospitalized in a hospital

The global pandemic of coronavirus infection (COVID-19) has set complex diagnostic tasks for doctors of polyclinics and hospitals. Considering the simultaneous pandemic spread of two infectious diseases - COVID-19 and HIV infection, the problem of studying the clinical features of combined COVID-19/HIV infection becomes urgent. The aim of the study was to determine the features of the diagnosis and course of COVID-19 against the background of HIV infection in patients undergoing inpatient treatment. Material and methods. The study was conducted on the basis of the temporary Clinical Medical Center COVID-19 of the A.I. Yevdokimov Moscow State University of Medicine and Dentistry of the Ministry of Healthcare of the Russian Federation in Moscow from October 2020 to January 2022. The study included 31 233 patients with COVID-19 complicated by pneumonia. To analyze the features of the course of combined COVID-19/HIV infection, a group of 51 HIV-infected patients was identified. The diagnosis of COVID-19 was determined based on the detection of SARS-CoV-2 RNA by PCR in nasal/oropharyngeal smears and/or according to computed tomography of the lungs (CT). During the study, age, gender, anamnesis, objective examination data were analyzed, taking into account the results of CT scans of the chest organs, data from routine laboratory blood tests, oxygen support regimens, treatment outcomes and duration of detection of SARS-CoV-2 RNA. All patients were treated according to the Temporary Clinical Guidelines for the Diagnosis and Treatment of COVID-19, 14 version dated 12/27/2021. Results. The number of patients with combined HIV infection and SARS-CoV-2 out of the total number of hospitalized COVID-19 patients (n=31 233) was 0.16%. Upon admission, 30 (59%) patients reported having HIV infection and receiving antiretroviral therapy (ART). HIV infection was first diagnosed in 21 patients at 2-3 weeks of inpatient treatment. The average age of patients with SARS-Cov-2/HIV co-infection was 1.5 times less than in patients without HIV (41.1+/-5.3 and 64.4+/-10.1, respectively) (p<=0.05). Concomitant pathology (hypertension, type 2 diabetes mellitus, chronic kidney disease and chronic lung diseases) was less common (51%) in the group of combined infection than in the group without HIV (83%). However, in 41% of patients with coinfection, chronic viral hepatitis B, C was detected, in contrast to 0.3% of cases of COVID-19 patients without HIV. 26 (51%) patients were discharged with improvement, while the average bed-day did not differ from patients without HIV infection (13.4+/-4.5 days and 11.7+/-5.2, respectively) (p>=0.05). 7 (24%) patients at the time of discharge (16.8+/-4.2 days) with clinical and laboratory improvement maintained a positive result of PCR RNA on SARS-Cov-2. In 22 (43%) patients with coinfection, hospitalization was fatal for 3 to 21 days of treatment, with ARDS with respiratory and multiple organ failure, which is 3.6 times higher than in patients without HIV infection. The analysis showed that, regardless of the result of PCR on SARS-CoV-2 RNA, in non-specialized hospitals, HIV testing is indicated for young patients with fever for more than 14 days, with lung damage in the form of bilateral interstitial changes according to CT, a history of chronic hepatitis C, B, with progressive severity of the condition on against the background of COVID-19 therapy. Early consultation of an infectious disease specialist, examination of sputum/lavage by PCR for pathogens of opportunistic infections and the appointment of ART and drugs for the treatment of opportunistic diseases will improve the quality of medical care for patients in a non-core HIV hospital will improve the prognosis of COVID-19.Copyright © Eco-Vector, 2022.

Dual-Scale Cnn Architecture for Covid-19 Detection from Lung Ct Images

Coronavirus Disease 2019 (COVID-19) is a terrible illness affecting the respiratory systems of animals and humans. By 2020, this sickness had become a pandemic, affecting millions worldwide. Prevention of the spread of the virus by conducting fast tests for many suspects has become difficult. Recently, many deep learning-based methods have been developed to automatically detect COVID-19 infection from lung Computed Tomography (CT) images of the chest. This paper proposes a novel dual-scale Convolutional Neural Network (CNN) architecture to detect COVID-19 from CT images. The network consists of two different convolutional blocks. Each path is similarly constructed with multi-scale feature extraction layers. The primary path consists of six convolutional layers. The extracted features from multipath networks are flattened with the help of dropout, and these relevant features are concatenated. The sigmoid function is used as the classifier to identify whether the input image is diseased. The proposed network obtained an accuracy of 99.19%, with an Area Under the Curve (AUC) value of 0.99. The proposed network has a lower computational cost than the existing methods regarding learnable parameters, the number of FLOPS, and memory requirements. The proposed CNN model inherits the benefits of densely linked paths and residuals by utilizing effective feature reuse methods. According to our experiments, the proposed approach outperforms previous algorithms and achieves state-of-the-art results.

Pancreatitis Secondary to Paxlovid-Induced Tacrolimus Toxicity

Introduction: Pancreatitis is a very common gastrointestinal disease that results in hospital admission. Early detection and treatment leads to better outcomes. This is the first reported case of pancreatitis secondary to elevated tacrolimus in a patient with prior renal transplantation after receiving Paxlovid for a COVID-19 infection. Case Description/Methods: A 57-year-old male with past medical history of 4 renal transplants secondary to posterior urethral valves who presented to the emergency room with acute onset epigastric pain for 24 hours. He was on tacrolimus 5 mg every 48 hours monotherapy for his immunosuppression. 10 days prior to his presentation he had developed chills and anxiety. He tested positive for COVID-19 at that time on a home rapid test. His symptoms had not significantly improved and given his immunosuppressed state he was given Paxlovid (Nirmatrelvir/ritonavir). He took 2 days of Paxlovid, however after his second day of treatment he developed severe epigastric pain requiring him to go to the emergency room. On admission his labs were notable for a lipase of 150 U/L (ULN 63 U/L). He underwent a CT scan was notable for an enlarged pancreatic head and neck with peripancreatic fat stranding (Figure). He also had a right upper quadrant ultrasound without any cholelithiasis and only trace sludge noted. His creatinine was noted to be 1.81 mg/dl which was above his baseline of 1.2 mg/dl. His tacrolimus trough level resulted at a level 45.6 ng/ml and later peaked at 82.2 ng/ml. His liver enzymes were normal. He was treated as acute pancreatitis with hydration and his tacrolimus was held with overall clinical improvement. Discussion(s): Tacrolimus is one of the most common medications used in solid organ transplantation. It is a calcineurin inhibitor that inhibits both T-lymphocyte signal transduction and IL-2 transcription. It is metabolized by the protein CYP3A and levels are monitored closely. Paxlovid is currently prescribed as an antiviral therapy for COVID-19 infection. The ritonavir compound in Paxlovid is potent inhibitor of CYP3A. Currently the guidelines do not recommend Paxlvoid as a therapeutic in patients taking tacrolimus as there is concern about increased drug levels. There have been several case reports of pancreatitis in setting of tacrolimus. This case report helps to demonstrate the need for close monitoring of therapeutics levels, especially in medications with high risk of drug to drug interaction to help prevent serious side effects such as tacrolimus induced pancreatitis.

Anca-Associated but Not Vasculitis

Background/Aims A 72-year-old lady presented in primary care with complaints of generalised body aches, bilateral leg weakness and constitutional symptoms following a first dose of COVID-19 vaccine. Blood tests showed slightly raised inflammatory markers. She was initially diagnosed with polymyalgia rheumatica and was started on 40mg prednisolone with minimal improvement. Methods The examination in the rheumatology clinic was unremarkable. Investigations revealed raised white cell count, consistent with high dose steroid treatment, and elevated monocytes. There was mild improvement in inflammatory markers. The working diagnosis was of self-limiting viral illness. Further testing discovered strongly positive MPO ANCA (115 IU/ml), and the patient received three pulses of 500mg methylprednisolone for suspected vasculitis arranged by the medical team. There was no evidence of renal involvement. The diagnosis made at this point was autoimmune inflammatory disorder with unclear aetiology. At the subsequent clinic visit she reported mild shortness of breath, but no other symptoms suggestive of either vasculitis or connective tissue disease. Repeat ANCA showed significant reduction in MPO titre following pulse steroid treatment. CT of chest, abdomen and pelvis demonstrated a localised lobular/ nodular deformity of the liver. Viral hepatitis screen was negative. CA19-9 was raised at 100 U/ml. Liver biopsy was reported as poorly differentiated carcinoma without specific localising immunohistochemical features. Results The patient underwent hemi-hepatectomy for histologically confirmed pT2pNXM0R0 liver cholangiocarcinoma in a tertiary centre followed by adjuvant chemotherapy with capecitabine. With treatment, her MPO ANCA and CA19-9 levels declined. An interval CT scan of chest, abdomen and pelvis performed ten months after the surgery, showed no recurrence of malignancy. Given the fact that the patient's MPO ANCA fell following the treatment of cholangiocarcinoma, it is likely that positive MPO ANCA is associated with underlying malignancy rather than an active vasculitis. Conclusion This unusual case describes an evolution of the diagnostic process guided by non-specific symptoms and ANCA positivity, arriving at an unexpected diagnosis of malignancy. Although ANCA is a sensitive and specific marker of vasculitides, it can be positive in other conditions particularly hepatitis B, inflammatory bowel disease and autoimmune liver disorders. Malignancy can also be associated with ANCA in the absence of vasculitis. In one study, of 118 ANCA positive patients without ANCA-associated vasculitis, four were found to have malignancy. In a study of 1024 patients who had ANCA tested, 61 patients were found to have malignancy, predominantly haematological and lung cancers. However, after adjustment for sex, age and time of blood draw, no association was found between ANCA status and incidence of cancer. Interestingly, paraneoplastic vasculitis such as polyarteritis nodosa (PAN) has been described in the context of underlying cholangiocarcinoma, and is associated with ANCA rise. Moreover, patients with raised ANCA and PAN also have raised CA 19- 9.

Intelligent diagnosis of coronavirus with computed tomography images using a deep learning model

The coronavirus (COVID-19) disease appeared as a respiratory system disorder and has triggered pneumonia outbreaks globally. As this COVID-19 disease drastically spread around the world, computed tomography (CT) has helped to diagnose it rapidly. It is imperative to implement a faultless computer-aided model for detecting COVID-19-affected patients through CT images. Therefore, a detail extraction pyramid network (DEPNet) is proposed to predict COVID-19-affected cases from CT images of the COVID-CT-MD dataset. In this study, the COVID-CT-MD dataset is applied to detect the accuracy of the deep learning technique;the dataset has CT scans of 169 patients;among those, 60 patients are COVID-19 positive patients, and 76 cases are normal. These affected patients were clinically verified with the standard hospital. The deep learning-oriented CT diagnosis model is implemented to detect COVID-19-affected patients. The experiment revealed that the proposed model categorized COVID-19 cases from other respiratory-oriented diseases with 99.45% accuracy. Further, this model selected the exact lesion parts, mainly ground-glass opacity, which helped the doctors to diagnose visually. © 2022 SPIE and IS&T.

Assessment of risk factors for thrombosis in ICU patients with COVID-19

Introduction: According to scientific studies, a high incidence of thrombotic events is known in hospitalized patients with COVID-19. Less than 50% of pulmonary embolisms (PE) are associated with signs of deep vein thrombosis (DVT) of the lower extremities. Background: To identify significant risk factors for thrombosis thrombosis (DVT) in intensive care patients with COVID-19. Materials and methods: We conducted a prospective cross-sectional study that included 465 adult patients with laboratory-confirmed COVID-19 admitted to the intensive care unit. All patients underwent computer tomography of the chest organs, ultrasound angioscanning of lower extremities, body mass index was calculated, the presence of comorbotity diseases and indicators of volumetric blood saturation were considered. The level of D-dimer in blood plasma, coagulation parameters (fibrinogen, factor VIII) were taken from laboratory parameters in calculations. For subgroups with 5 or fewer people, the chi-square test and Fisher's exact test were used. For quantitative variables, analysis of variance (ANOVA) and the Pearson and Spearman correlation coefficient were used. For multiple variables, ordered logistic regression models were built, with likelihood ratio tests performed to compare the models. Results: A total of 465 patients were included in the study. Comorbidities were present in 435 of 465 patients (93.55%) had at least one comorbidity. The most common was arterial hypertension - 370 (79.57%), followed by chronic heart failure - 196 (42.15%), obesity - 161 (34.62%), diabetes mellitus - 144 (30.97%), chronic renal failure (CRF) -58 (12.47%) and oncological diseases -25 (5.38%). The average body mass index was 29.7 kg/m2. In patients with DVT and venostasis, the body mass index (BMI) was more than 30 kg/m2 than without DVT (32.57+or-10.92 kg/m2, and 30.24+or-6.85 kg/m2, versus 29.22+or-6.46 kg/m2, respectively). Ultrasound angioscanning (USAS) confirmed deep vein thrombosis in 60 patients (13.8%) and was associated with older age (71.12+or-13.98 versus 67.20+or-11.16, p < 0.006), venous stasis was detected in 56 patients (12%) no DVT was detected in the rest of the studied patients. In the majority of cases, DVT was detected in the tibial segment -26 (43.33%), in 18 (30%) patients it was diagnosed in the popliteal veins and in 14 (23.33%) cases in the femoral segment. Diabetes mellitus (p=0.041), obesity (p=0.01) and CRF (p=0.028) were also significant risk factors for DVT. Conclusions: Significant risk factors for deep vein thrombosis in intensive care patients with COVID-19 are high levels of D-dimer (>=2.33 g/ml) and comorbidities such as obesity, chronic kidney failure, and diabetes mellitus.

Spontaneous Gastro-pancreatic Fistula: A Rare Complication of Acute Pancreatitis

Introduction: Although Gastrointestinal fistula is a well-recognized complication of acute pancreatitis, it has been rarely reported. Here we present a rare case of spontaneous gastro-pancreatic fistula following acute pancreatitis. Case Description/Methods: 42 y/o female with PMH of SLE with a recent prolonged hospitalization for acute drug-induced pancreatitis with pseudocyst came to ED with fever, abdominal pain, nausea, and vomiting. She was tachycardic, had leukocytosis, and was positive for COVID-19. CT Scan A/P showed multiple infected peripancreatic collections with communication of the left upper quadrant collection with the gastric lumen (Figure). The patient was hospitalized, Kept NPO, and started on fluids and antibiotics. IR evaluated and put 2 pigtail catheters for drainage of peripancreatic collections. The tip of the pigtail catheter in the left peripancreatic/retroperitoneal collection was in the gastric lumen. The surgery team recommended continuing with conservative treatment with parenteral nutrition, and IV antibiotics as the patient were nontoxic with no signs of free perforation, and pancreatitis would more likely erode a staple or suture line and would put the patient at further risk of free perforation if repair attempted. IR was successful in pulling the drain out of the gastric lumen on the second attempt to allow gastric perforation to heal. Antibiotics were upgraded as per the culture and sensitivity results of the drain fluid. Repeated multiple bedside leak tests and CT scans with oral contrast continue to be positive for patent gastro-pancreatic fistula. Pigtails catheter continues to drain significant necrotic collection. The patient continues to be hospitalized and is being managed conservatively with Parenteral nutrition, and IV antibiotics. Discussion(s): Fistula of the GI tract following acute pancreatitis can be caused by multiple reasons. Necrosis of the bowel may occur concomitantly with the pancreatic or peripancreatic tissue. Furthermore, enzyme-rich fluid and necrosis can lead to vascular thrombosis, which compromises the blood supply of the segmental GI tract, eventually leading to bowel necrosis. GI fistulas are more common in patients with necrotizing pancreatitis with infected pancreatic necrosis. Despite pharmacologic suppression of pancreatic exocrine secretion and advances in endoscopic and percutaneous therapeutic techniques, pancreatic fistula continues to be a source of morbidity and mortality following pancreatitis and requires multidisciplinary treatment.

Arterial Hypertension and Severe COVID-19 in Hospitalized Patients: Data from a Cohort Study

Aim. To assess the association of hypertension with the severe forms and fatal outcomes of Coronavirus disease 2019 (COVID-19). Material and Methods. This retrospective cohort study involved adult patients (>=18 years old), admitted to the University hospital 4 of Sechenov University (Moscow, Russia) between 08 April 2020 and 19 November 2020 with clinically diagnosed or laboratory-confirmed COVID-19. The cohort included 1637 patients. The primary outcome was all-cause in-hospital mortality. The secondary outcomes included intensive care unit admission (ICU) and invasive ventilation. Multiple logistic regression was performed to assess the independent association between risk factors and endpoints. Results. A total of 1637 patients were included in the study. 51.80% (n=848) of the subjects were males. The median age was 59.0 (48.0;70.0) years and 55.90% (n=915) had pre-existing diagnosis of hypertension. Patients with hypertension had significantly more severe lung injury based on chest CT scan findings as well as lower oxygen saturation (SpO2). More of them were admitted to ICU and placed on invasive ventilation. The hypertension group also had higher mortality. Age, hypertension, glucose, C-reactive protein and decreased platelet count were independently associated with mortality, hypertension having the strongest association (OR 1.827, 95% CI 1.174-2.846, p=0.008). Age, hypertension, neutrophil count, platelet count, glucose, and CRP were independently associated with ICU admission, with hypertension having the strongest association (OR 1.595, 95% CI 1.178-2.158, p=0.002). Age, hypertension, glucose, CRP and decreased platelet count were independently associated with invasive ventilation, with hypertension having the strongest association (OR 1.703, 95% CI 1.151-2.519, p=0.008).Based on the multiple logistic regression models, odds of death, ICU admission, and invasive ventilation were higher in the hypertension group as compared to the group without hypertension. Conclusion. Hypertension can be an independent predictor of severe COVID-19 and adverse outcomes, namely death, ICU admission, and invasive ventilation in hospitalized patients.Copyright © 2023 Stolichnaya Izdatelskaya Kompaniya. All rights reserved.

Novel role of 18F- FDG PET/CT in rhinosinonasal mucormycosis in the era of covid-19 infection

Objectives: In the Covid-19 era, there was a surge in the cases of a life-threatening infection of rhinosinonasal mucormycosis. Mucormycosis, popularly known as black fungus, is an infection caused by mycetes mucorales, an aseptate hyphae. Presently, computed tomography (CT) and magnetic resonance imaging (MRI) are commonly used imaging modalities for the management of patients with rhinosinonasal mucormycosis. The present study was aimed to evaluate the role of 18F- FDG PET/CT in the detection of recurrent or residual disease in post-surgical or post antifungal therapy in these patients for further management. Method(s): A total of 10 patients were included in this pilot study of Covid-19 positive patients and histologically proven mucormycosis (by KOH mount). 18F- FDG PET/CT was performed to assess the disease status in 6 postoperative/ post debridement patients and response to antifungal therapy in 4 patients, at an interval of 40 (range = 27-66) days post intervention. Result(s): The mean age of the patients was 45.0 +/- 11.65 years. The male: female ratio was 9:1. The common clinical presentation was ipsilateral facial or orbital pain and swelling. Covid-19 infection was positive in all the patients except one who had CT finding with HRCT score of 10/25 and hence was considered as post Covid-19 infection. Six out of 10 patients were diabetic on oral hypoglycaemic agents or insulin. All patients had a baseline CT/MRI for staging the initial extent of the disease. Surgical debridement was done in 6 out of the 10 patients followed by antifungal therapy (Liposomal Amphotericin B and Pozaconazole). Remaining four patients were treated with antifungal therapy. PET/CTwas performed after an average of 40 days of surgical/medical intervention, in whom clinical symptoms persisted or worsened even on antifungal therapy. 18F-FDG PET/CT showed metabolically active residual disease in all the patients with a mean SUVmax of 9.78 +/- 4.03. Conclusion(s): In the era of ongoing Covid-19 infection, black fungus has been a debilitating disease with high mortality and morbidity. Present study demonstrated that 18F-FDG PET/CT can be an efficient imaging tool for an early surgical/ medical treatment response assessment and restaging.