Benign Features Research Articles

Eggshell Calcifications at Thyroid Ultrasound: A Sample-focused Analysis of Cytological Findings and Post-thyroidectomy Pathological Correlates

Eggshell calcifications at thyroid ultrasound are connected to the challenging field of thyroid nodules and/or malignancy from a multidisciplinary perspective. Calcifications may be found in malignant and benign tumors; typically, micro-calcifications are identified in the papillary type of cancer, being equivalent to psammoma bodies in the pathological report. The risk of macro-calcifications, however, is more nuanced; recent data suggest a potential connection with a differentiated malignancy as well. Eggshell calcifications, a distinct type of macro-calcification, are generally considered benign findings, especially uninterrupted forms. Yet, the real incidence is not clear, which is why the topic remains open. In this narrative review, we analyzed eggshell calcifications in relationship with cytological diagnosis upon fine needle aspiration and post-thyroidectomy histological report. A PubMed-based search of the English-language papers using several keywords identified 171 articles. We only included original studies (no timeline restriction). After removing duplicates and applying the inclusion and exclusion criteria, 14 original studies were analyzed. The number of subjects per study varied (N=61 to 2678) so did the number of analyzed nodules per study (a maximum of 2902). Some studies found connections with benign features; others revealed a higher risk of malignancy at fine needle aspiration. Data remain heterogeneous, and oftentimes, studies investigated it only as a secondary endpoint. A high TI-RADS score is important in malignancy prediction, while eggshell calcification might add to the positive predictive value, yet, this trait is difficult to classify as a standalone element. Nevertheless, an interrupted pattern does not exclude thyroid cancer.

Characterization of exclusive rib lesions detected by [68Ga]Ga-PSMA-11 PET/CT.

The objective of this study was to characterize exclusive costal lesions detected by 68Gallium-labelled prostate-specific membrane antigen ([68Ga]Ga-PSMA-11) PET/computed tomography (CT) at initial staging or biochemical recurrence (BCR) in prostate cancer (PCa) patients, and to identify clinical and/or PET/CT criteria associated with benign and malignant lesions. We retrospectively identified 54 patients with PCa who underwent [68Ga]Ga-PSMA-11 PET/CT for initial staging (N = 39) or BCR (N = 15) and whose reports described rib lesions, at the exclusion of any other lesions, whether doubtful, suspicious, or established. Posttherapy prostate-specific antigen (PSA) levels were used to determine whether those lesions were benign or malignant. Each patient's prostate-specific membrane antigen PET/CT report was classified as true positive, true negative, false positive, or false negative based on the posttherapy PSA level. We then assessed whether any clinical and/or PET/CT criteria could help differentiate benign from malignant lesions, and if any criteria were misleading. Among the 54 patients, 46 (85.2%) had 64 benign costal lesions, and eight (14.8%) had 10 malignant lesions. PET/CT reports indicated rib lesions as benign/equivocal in 38/54 (55.6%) patients and malignant in 16/54 (29.6%). Benign features on CT were the only parameter significantly associated with the final diagnosis. Factors such as patient age, maximum standardized uptake value of lesions, lesion dispersion, and malignant features described on CT were found to be misleading when deciding the malignant or benign status. Most exclusive costal lesions detected by [68Ga]Ga-PSMA-11 PET/CT are benign. Apart from specific benign CT features, no clinical or PET/CT criteria reliably differentiate benign from malignant costal lesions.

RT-APT: A real-time APT anomaly detection method for large-scale provenance graph

Advanced Persistent Threats (APTs) are prevalent in the field of cyber attacks, where attackers employ advanced techniques to control targets and exfiltrate data without being detected by the system. Existing APT detection methods heavily rely on expert rules or specific training scenarios, resulting in the lack of both generality and reliability. Therefore, this paper proposes a novel real-time APT attack anomaly detection system for large-scale provenance graphs, named RT-APT. Firstly, a provenance graph is constructed with kernel logs, and the WL subtree kernel algorithm is utilized to aggregate contextual information of nodes in the provenance graph. In this way we obtain vector representations. Secondly, the FlexSketch algorithm transforms the streaming provenance graph into a sequence of feature vectors. Finally, the K-means clustering algorithm is performed on benign feature vector sequences, where each cluster represents a different system state. Thus, we can identify abnormal behaviors during system execution. Therefore RT-APT enables to detect unknown attacks and extract long-term system behaviors. Experiments have been carried out to explore the optimal parameter settings under which RT-APT can perform best. In addition, we compare RT-APT and the state-of-the-art approaches on three datasets, Laboratory, StreamSpot and Unicorn. Results demonstrate that our proposed method outperforms the state-of-the-art approaches from the perspective of runtime performance, memory overhead and CPU usage.

Nonenhancing Prepontine Chordoma with Diffusion Restriction Mimicking an Epidermoid Cyst

AbstractIntradural prepontine chordoma is an extremely rare entity and depicts benign features with no recurrence and has a good prognosis as compared with bone endogenous chordoma. Radiologically, it may mimic an epidermoid cyst and present an imaging challenge. Here we present a case of a middle adolescent girl who presented with headache along with limb and facial weakness. A nonenhancing, diffusion-restricting, predominantly intradural cystic-appearing mass lesion was seen in the prepontine cistern. Initially, an epidermoid cyst was suspected, but histopathology revealed it to be a chordoma. Destruction of the clivus is important and chordoma should be included in differential diagnosis.

Pediatric Eyelid Cutaneous Horns: A Case Series and Literature Review

Purpose: To describe the clinical and histopathologic features of pediatric eyelid cutaneous horns.Design: Retrospective observational case series and review of literature.Subjects: Five pediatric patients with eyelid cutaneous hornsMethods: Five cases with eyelid cutaneous horns were retrospectively identified using departmental databases. Patients’ records were analyzed for demographic data, clinical appearance, histologic findings, and clinical course. An excisional biopsy of the lesion was performed in 3 patients. The remaining 2 patients were managed conservatively.Main Outcome Measures: Clinical outcome and histopathologic evaluation with emphasis on excluding malignancy.Results: All 5 cutaneous horn lesions resolved surgically or conservatively. The average age at presentation was 6.6 years (range 5-11 years). Clinically, 4 lesions were preceded by a hordeolum or chalazion and all excised lesions had benign features on histologic examination. Mitotic figures or atypia were not observed. None of the patients developed recurrence during the follow-up period ranging from 1 to 96 months.Five previous reports of five cases were found on review of the literature. Our case series doubles this number to support the benign nature of these lesions in children.Conclusions: Pediatric eyelid cutaneous horns are closely related to eyelid margin inflammatory disease and appear to follow a benign course. This contrasts with the adult population where cutaneous horns are frequently associated with neoplasia.

Cutting the Gordian Knot: Rare Presentation of Nodular Fasciitis as Supraclavicular Swelling with Muscular Involvement in 68Ga-FAPI-PET/CT

Background: Nodular fasciitis is a benign, singularly occurring nodular fibroblastic/myofibroblastic neoplasia. Due to the rapid growth and cellular atypia, this rare differential diagnosis in the head and neck region can be mistaken for malignant sarcomas. Methods: We present a 40-year-old female patient with an unclear, rough, and poorly displaceable supraclavicular swelling on the right as part of a medical check-up. Sonographically, the lump was poorly circumscribed with little vascularization. A consecutive core needle biopsy of the lesion yielded inconclusive results showing spindle-shaped tumor cells. 68Ga-FAPI-PET/CT showed an intensive uptake of the right supraclavicular lesion in addition to postoperative changes in the right tonsil. Subsequent operative partial excision of the lesion confirmed the histopathological diagnosis of nodular fasciitis. Results: Nodular fasciitis is the most prevalent pseudosarcoma found in soft tissues. This case is the first description of 68Ga-FAPI-PET/CT in nodular fasciitis. Surgical removal is advised; nevertheless, the tumor frequently diminishes on its own, and recurrence is rare. Extensive surgical therapy is not necessary. Conlcusions: The recognition of nodular fasciitis and its benign characteristics is crucial to prevent diagnostic errors and the subsequent unnecessary operative treatment of the patient.

Image Classification with Hypertensive Angle Disease Detection with Geometric Local Derivative Pre-Processing

It is recognized as conjunctivitis stands as that of the second-greatest source of disability. Early detection and management of ophthalmology are essential for preventing disease owing to the benign character of loss of vision mostly in early stages of the illness and the permanent condition of vision in later stages. Straight retinal inspection, commercial digital images, laser scanners spectroscopy, scanning infrared additional factor and confocal tomography (OCT) images can all is used it to identify hypertension. These findings suggest using a Vertical Harmonic oscillator Dynamic Hinge Supporting Machine Classifier (Embedded systems) to predict glaucoma. There really are three stages to the Repository system. All those are ophthalmology identification, extraction and classification, and processing. The retina source images first were analyzed using a Geometric Local Derivative Pre - processor architecture to extract the major characteristics required for early diagnosis. The precompiled images then are submitted to Harmonic oscillator Discontinuous Single - input single Probability distribution Extraction Of features to identify significant characteristics with the sensitivity for disease prediction. Lastly, Inter Hinge Gradient Boosting Retinal Identification employs the derived features to detect glaucoma early and effectively. The Retina Mri image datasets was utilized in Simulation experiments to examine the effectiveness of the suggested method, embedded systems. Computational complexity, sensitivities, and correctness performance criteria must be looked at with respect to different Optical image quantities.

Correlative evaluation of findings between ultrasonography, fine needle aspiration cytology and histopathology in cases of goitre

Background: Thyroid imaging reporting and data system (TIRADS) criteria is followed in ultrasonography (USG), based on the risk of malignancy depending on the presence of suspicious ultrasound features. Patients in the high-risk category of TIRADS undergo fine needle aspiration cytology (FNAC), with the Bethesda classification used to determine the risk of malignancy. There is dearth of data comparing sonographic classification of thyroid nodule and its cytological association with respect to final histopathological diagnosis in India. Methods: Prospective observational study on correlation of USG, FNAC and HPE of thyroid swellings conducted in department of otolaryngology at Jaipur national university institute for medical science and research centre, Jaipur, Rajasthan from June 2022 to April 2024 on 50 patients with palpable thyroid lump. Results: In the present study, USG has a sensitivity of 63.63%, specificity of 97.44%, a positive predictive value (PPV) of 87.5%, a negative predictive value (NPV) of 90.4% and an overall accuracy of 84.00%. FNAC shows a sensitivity of 72.7%, specificity of 89.7%, PPV of 66.7%, NPV of 92%, and an overall accuracy of 86%. Conclusions: Benign lesions on both FNAC and USG were almost in concurrence with HPE in our study. The results of FNAC for diagnosing malignancy in our study were almost at par with the results of HPE and outweighed the results of USG. Surgical management should be based on FNAC finding even if USG shows benign features. It should be essential part of armamentarium of evaluation of thyroid swelling. This combined approach provides a robust framework and enhances the accuracy for distinguishing between benign and malignant thyroid lesions, ultimately contributing to improved patient care and outcomes. However, the histopathological examination will remain the gold standard.

Positive predictive value of malignancy for additional calcifications found during evaluation of a synchronous breast cancer

PurposeTo evaluate the positive predictive value and factors predictive of malignancy of additional calcifications in the pre-therapeutic work-up of a synchronous breast cancer. Materials and methodsInstitutional review board approval was obtained for this retrospective study and informed consent was waved. Consecutive patients referred to our center between January 1st 2018 and December 31st 2022 for a breast cancer and who presented additional calcifications detected during the pretreatment work-up were eligible for inclusion in this study. Morphology, distribution and BI-RADS category of the calcifications were assessed in consensus by 3 radiologists specialized in breast imaging. Side and distance from the cancer were collected. The predictive value of malignancy of the calcifications was calculated for each BI-RADS category. Factors associated with malignancy were evaluated by logistic non-conditional regression on univariate and multivariate analysis. ResultsOne hundred and thirteen clusters of calcifications in 103 patients were included. Among the groups of calcifications 41 % were malignant, 31 % benign and 28 % were atypia on biopsy. After exclusion of the non-operated atypia, 50.5 % of additional calcifications were ultimately malignant and 49.5 % were benign. The predictive value of malignancy was 20.7 %; 40.7 %; 63 %; 85.7 % and 100 % for category BI-RADS 3, 4a, 4B, 4c and 5 respectively. On multivariate analysis, multifocality or centricity of the index tumour (P = 0.01), BI-RADS classifications (P = 0.0001) and location ipsilateral less than 35 mm to the index cancer (P = 0.008) of the additional calcifications were found to be independent predictors of malignancy. Sixty percent of calcifications were not described on the initial out-center diagnostic work-up. ConclusionAdditional calcifications detected during the pretreatment work-up of a breast cancer are associated with a higher probability of malignancy than in a screening population and require biopsy even when demonstrating probably benign (BI-RADS 3) features.

Cystic dysplasia of the rete testis in adulthood: a case report and review of the literature

Background: Rete testis dysplasia is a cystic anomaly arising from the rete testis presenting normally in the pediatric population. These cases usually regress spontaneously without the need for surgical intervention. There are rare, reported cases of rete testis dysplasia in adulthood, which have been managed surgically. Case presentation: A 58-year-old man presented with lower urinary tracts symptoms and found to have a slightly larger right testicle namely in the lower pole near the epididymis. Investigation was done using ultrasound of the testicles with Doppler showing an 8 mm cyst contained in 16.5×12.1 mm cystic dysplasia near the rete testis. MRI of the testicles revealed a small intratesticular cyst with adjacent band-like signals, in keeping with rete testis dysplasia. This patient was placed under surveillance and the rete testis dysplasia is stable after 6 months and will not be operated on unless progression on ultrasound is encountered. Clinical discussion: The management of cystic dysplasia of the rete testis has been evolving with time. While there have never been clear-cut guidelines on the treatment of this condition, a radical orchiectomy of the affected testicle had traditionally been the preferred treatment option. There have only been three case reports of cystic dysplasia of the rete testis in adults, none of which are known to have been managed by observation. Conclusion: In conclusion, the authors report a unique case of rete testis dysplasia being managed conservatively showing the benign features of such a pathology, which may be actively surveyed through sequential imaging.

The Role of Perfusion Magnetic Resonance Imaging in the Discrimination of Benign vs Malign Character of Musculoskeletal Tumors

Purpose: There may be difficulties in diagnosing musculoskeletal system tumors with Magnetic Resonance Imaging (MRI). Advanced MRI imaging techniques may contribute to noninvasive diagnosis.The aim of our study was to evaluate the performance of perfusion magnetic resonance imaging quantitative data in the differentiation of benign and malignant musculoskeletal tumors. Material and Methods: Thirty-six histologically proven patients were included in the study retrospectively. All patients underwent 1.5-T perfusion MRI (magnetic resonance imaging) with T1 mapping and diffusion MRI. Four quantitative and one semiquantitative parameter were obtained for each tumor using the Toft pharmacokinetic model. ADCmean and ADCmin values were calculated from apparent diffusion coefficient (ADC) maps. Results: Eighteen of 36 patients (50%) had malignant tumors, and 18 had benign tumors. There were 26 soft tissue tumors and 10 bone tissue tumors. Among malignant and benign tumors, the best performance was found in the Ktrans, Kep, Ve values. (p=0.011, p=0.013, p=0,035). Conclusion: Ktrans and Kep values, which are indicators of increased permeability in the tumor, are noninvasive parameters for determining the malignant character of the tumor. The 'Ve' value is an indicator of the extracellular volume of the tumor. Ktrans, Kep and Ve maps can also guide the biopsy.

Predicting malignant potential of solitary pulmonary nodules in patients with COVID-19 infection: a comprehensive analysis of CT imaging and tumor markers

ObjectiveTo analyze the value of combining computed tomography (CT) with serum tumor markers in the differential diagnosis of benign and malignant solitary pulmonary nodules (SPNs).MethodsThe case data of 267 patients diagnosed with SPNs in the First Affiliated Hospital of Zhengzhou University from March 2020 to January 2023 were retrospectively analyzed. All individuals diagnosed with coronavirus disease 2019 (COVID-19) were confirmed via respiratory specimen viral nucleic acid testing. The included cases underwent CT, serum tumor marker testing and pathological examination. The diagnostic efficacy and clinical significance of CT, serum tumor marker testing and a combined test in identifying benign and malignant SPNs were analyzed using pathological histological findings as the gold standard. Finally, a nomogram mathematical model was established to predict the malignant probability of SPNs.ResultsOf the 267 patients with SPNs, 91 patients were not afflicted with COVID-19, 36 exhibited malignant characteristics, whereas 55 demonstrated benign features. Conversely, within the cohort of 176 COVID-19 patients presenting with SPNs, 62 were identified as having malignant SPNs, and the remaining 114 were diagnosed with benign SPNs. CT scans revealed statistically significant differences between the benign and malignant SPNs groups in terms of CT values (P<0.001), maximum nodule diameter (P<0.001), vascular convergence sign (P<0.001), vacuole sign (P = 0.0007), air bronchogram sign (P = 0.0005), and lobulation sign (P = 0.0005). Malignant SPNs were associated with significantly higher levels of carcinoembryonic antigen (CEA) and neuron-specific enolase (NSE) compared to benign SPNs (P < 0.05), while no significant difference was found in carbohydrate antigen 125 (CA125) levels (P = 0.054 for non-COVID-19; P = 0.072 for COVID-19). The sensitivity (95.83%), specificity (95.32%), and accuracy (95.51%) of the comprehensive diagnosis combining serum tumor markers and CT were significantly higher than those of CT alone (70.45%, 79.89%, 76.78%) or serum tumor marker testing alone (56.52%, 73.71%, 67.79%) (P < 0.05). A visual nomogram predictive model for malignant pulmonary nodules was constructed.ConclusionCombining CT with testing for CEA, CA125, and NSE levels offers high diagnostic accuracy and sensitivity, enables precise differentiation between benign and malignant nodules, particularly in the context of COVID-19, thereby reducing the risk of unnecessary surgical interventions.

Is Conservative Management of Noninvasive Follicular Thyroid Neoplasm With Papillary-Like Nuclear Features (NIFTP) Possible in Children?

Noninvasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP) is a newly recognized entity with benign clinical characteristics. We aim to compare NIFTP with invasive encapsulated follicular variant papillary carcinoma (fvPTC) and to discuss the management. Records of patients with fvPTC and NIFTP between 2016 and 2022 were reviewed retrospectively. Two groups were compared according to demographics, surgical management, postoperative management, and long-term follow-up. Twenty patients were included in the study, with 10 in NIFTP group and 10 in fvPTC group. The mean age at operation was 14.10 ± 2.61 years. Demographics and preoperative nodule sizes (P = .912) were statistically similar between the 2 groups. Although lobectomy was more common in the NIFTP group, this difference was not statistically significant compared to the fvPTC group in terms of surgical treatment. Postoperatively, while no patient received radioactive iodine treatment(RAI) in NIFTP group, 6 patients in fvPTC group did (P = .011). Five patients in NIFTP group and 3 in the fvPTC group were followed up with lobectomy only, without any adverse events or recurrence, for 47.50 ± 19.25 and 30.10 ± 19.25 months, respectively. In conclusion, NIFTP appears to be an indolent disease in children. Therefore, observation with lobectomy is sufficient, and RAI is not necessary.

The Progress of Reductive Coupling Reaction by Iron Catalysis.

The transition metal catalyzed coupling reaction has revolutionized the strategies for forging the carbon-carbon bonds. In contrast to traditional cross-coupling methods using pre-prepared nucleophilic organometallic reagents, reductive coupling reactions for the C-C bonds formation provide some advantages. Because both coupling partners are reduced in the final products using a stoichiometric amount of a reductant, this approach not only avoids the need to use sensitive organometallic species, but also provides an orthogonal and complementary access to classical coupling reaction. Notably, the reductive coupling reactions feature readily available fragments, promote good step economy, exhibit high functional group tolerance and unique chemoselectivity, which have propelled their increasingly popular in the organic synthesis. In recent years, due to the low price, minimal toxicity, and environmentally benign character, iron-catalyzed carbon-carbon coupling reactions have garnered significant attention from the organic synthetic chemists and pharmacologists, especially the iron-catalyzed reductive coupling. This review aims to provide an insightful overview of recent advances in iron-catalyzed reductive coupling reactions, and to illustrate their possible reaction mechanisms.

Decoding the origins, spread, and global risks of mcr-9 gene

The global spread of the plasmid-mediated mcr (mobilized colistin resistance) gene family presents a significant threat to the efficacy of colistin, a last-line defense against numerous Gram-negative pathogens. The mcr-9 is the second most prevalent variant after mcr-1. A dataset of 698 mcr-9-positive isolates from 44 countries is compiled. The historical trajectory of the mcr-9 gene is reconstructed using Bayesian analysis. The effective reproduction number is used innovatively to study the transmission dynamics of this mobile-drug-resistant gene. Our investigation traces the origins of mcr-9 back to the 1960s, revealing a subsequent expansion from Western Europe to the America and East Asia in the late 20th century. Currently, its transmissibility remains high in Western Europe. Intriguingly, mcr-9 likely emerged from human-associated Salmonella and exhibits a unique propensity for transmission within the Enterobacter. Our research provides a new perspective that this host preference may be driven by codon usage biases in plasmids. Specifically, mcr-9-carrying plasmids prefer the nucleotide C over T compared to mcr-1-carrying plasmids among synonymous codons. The same bias is seen in Enterobacter compared to Escherichia (respectively as their most dominant genus). Furthermore, we uncovered fascinating patterns of coexistence between different mcr-9 subtypes and other resistance genes. Characterized by its low colistin resistance, mcr-9 has used this seemingly benign feature to silently circumnavigate the globe, evading conventional detection methods. However, colistin-resistant Enterobacter strains with high mcr-9 expression have emerged clinically, implying a strong risk of mcr-9 evolving into a global "true-resistance-gene". This study explores the mcr-9 gene, emphasizing its origin, adaptability, and dissemination potential. Given the high mcr-9 expression colistin-resistant strains was observed in clinically the prevalence of mcr-9 poses a significant challenge to drug resistance prevention and control within the One Health framework. This work was partially supported by the National Natural Science Foundation of China (Grant No. 32141001 and 81991533).

Quantitative and qualitative analysis of contrast-enhanced ultrasound for differentiating benign and malignant superficial enlarged lymph nodes.

In many clinical situations, it is critical to exclude or identify abnormally lymph nodes (LNs). The nature of superficial abnormally LNs is closely related to the stage, treatment, and prognosis of the disease. Ultrasound (US) is an important method for examining superficial LNs due to its cheap and safe characteristics. However, it is still difficult to determine the nature of some LNs with overlapping benign and malignant features in images. Contrast-enhanced ultrasound (CEUS) can be used to evaluate the microperfusion status of tissues in real time, and it can improve diagnostic accuracy to a certain extent. Therefore, in this study, we will analyze the correlation between CEUS quantitative parameters and benign and malignant superficial abnormally LNs, to evaluate the efficacy and value of CEUS in distinguishing benign and malignant superficial LNs. This study retrospectively analyzed 120 patients of abnormal LNs who underwent US and CEUS at the China-Japan Union Hospital of Jilin University from December 2020 to August 2023. All 120 cases of abnormal LNs underwent US-guided coarse needle biopsy, and accurate pathological results were obtained, along with complete US and CEUS images. According to the pathological results, LNs were divided into benign and malignant groups, and the qualitative and quantitative parameters of US and CEUS between the two groups were analyzed. The cutoff value is determined by the receiver operating characteristic (ROC) curve of the subjects, and sensitivity, specificity, and accuracy are applied to evaluate the ability of the cutoff value to distinguish between the two groups. There were a total of 120 LNs, including 36 in the benign group and 84 in the malignant group. The results showed that malignant LNs were usually characterized by the disappearance of lymphatic hilum, round ness index (L/T) <2, irregular morphology, and the manifestation of uneven perfusion (P<0.05). The differences in the quantitative parameters peak enhancement (PE), rise time (RT), time to peak (TTP), wash-in rate (WIR), and wash-out rate (WOR) were statistically significant (P<0.05). The result showed that RT and TTP in the malignant LNs were higher than those in the benign LNs, while the PE, WIR, and WOR were lower. A comparison of the ∆ values showed that the differences in ∆PE, ∆WIR, and ∆fall time (FT) were statistically significant (P<0.05), Among them, the ∆PE and ∆WIR of malignant LNs were higher than those of benign LNs, while the ∆FT was lower than that of benign LNs. Quantitative analysis of CEUS features is valuable in the diagnosis of benign and malignant LNs, and US combined with CEUS helps to improve the accuracy of identifying the nature of LNs.

Deep Learning for Distinguishing Mucinous Breast Carcinoma From Fibroadenoma on Ultrasound

PurposeMucinous breast carcinoma (MBC) tends to be misdiagnosed as fibroadenomas (FA) due to its benign imaging characteristics. We aimed to develop a deep learning (DL) model to differentiate MBC and FA based on ultrasound (US) images. The model could contribute to the diagnosis of MBC for radiologists. MethodsIn this retrospective study, 884 eligible patients (700 FA patients and 184 MBC patients) with 2257 US images were enrolled. The images were randomly divided into a training set (n = 1805 images) and a test set (n = 452 images) in a ratio of 8:2. First, we used the training set to establish DL model, DL+ age-cutoff model and DL+ age-tree model. Then, we compared the diagnostic performance of three models to get the optimal model. Finally, we evaluated the diagnostic performance of radiologists (4 junior and 4 senior radiologists) with and without the assistance of the optimal model in the test set. ResultsThe DL+ age-tree model yielded higher areas under the receiver operating characteristic curve (AUC) than DL model and DL+ age-cutoff model (0.945 vs. 0.835, P < .001; 0.945 vs. 0.931, P < .001, respectively). With the assistance of DL+ age-tree model, both junior and senior radiologists’ AUC had significant improvement (0.746-0.818, P = .010, 0.827-0.860, P = .005, respectively). ConclusionsThe DL+ age-tree model based on US images and age showed excellent performance in the differentiation of MBC and FA. Moreover, it can effectively improve the performance of radiologists with different degrees of experience that may contribute to reducing the misdiagnosis of MBC.

Could CT Radiomic Analysis of Benign Adrenal Incidentalomas Suggest the Need for Further Endocrinological Evaluation?

We studied the application of CT texture analysis in adrenal incidentalomas with baseline characteristics of benignity that are highly suggestive of adenoma to find whether there is a correlation between the extracted features and clinical data. Patients with hormonal hypersecretion may require medical attention, even if it does not cause any symptoms. A total of 206 patients affected by adrenal incidentaloma were retrospectively enrolled and divided into non-functioning adrenal adenomas (NFAIs, n = 115) and mild autonomous cortisol secretion (MACS, n = 91). A total of 136 texture parameters were extracted in the unenhanced phase for each volume of interest (VOI). Random Forest was used in the training and validation cohorts to test the accuracy of CT textural features and cortisol-related comorbidities in identifying MACS patients. Twelve parameters were retained in the Random Forest radiomic model, and in the validation cohort, a high specificity (81%) and positive predictive value (74%) were achieved. Notably, if the clinical data were added to the model, the results did not differ. Radiomic analysis of adrenal incidentalomas, in unenhanced CT scans, could screen with a good specificity those patients who will need a further endocrinological evaluation for mild autonomous cortisol secretion, regardless of the clinical information about the cortisol-related comorbidities.

From Adenoma to Carcinoma: the Unexpected Evolution of an Apparently Stable Adrenal Lesion.

There is a lack of solid long-term evidence with respect to the management over time of adrenal incidentalomas that miss clearly benign radiological features. We present the case of a 75-year-old man with a non-secreting adrenal mass, apparently stable in size (14 mm) and unchanged in features for 2 years, but subsequently diagnosed as adrenal carcinoma. The patient was referred to Grande Ospedale Metropolitano Niguarda in August 2022 due to the presence of a large lesion in the left adrenal site. In 2017, a 14 mm, 20 HU, round, regular-edged lesion was detected at a CT scan without contrast medium. Over the next two years, the patient was re-evaluated every 6 months with follow-up CT scans with no apparent densitometric or dimensional changes in the known lesion. In September 2022, 3 years after the last CT scan, the patient was hospitalised for pneumonia. An abdominal CT scan acquired during the hospitalisation showed an increase of the lesion to 14.5x10x12 cm. The patient subsequently underwent open nephrosurrenectomy, and histological examination confirmed the presence of an adrenal carcinoma (proliferation index 5%, Weiss score 7). No adjuvant therapy was administered, and the last CT scan in December 2022 was negative for the recurrence of the disease. Adrenal carcinoma usually presents as a clearly malignant lesion with rapid growth and a marked tendency to metastasise. This case highlights how an adrenal adenoma with indeterminate features is worthy of follow-up over time despite its apparent dimensional and radiological stability [1].

Infectious mononucleosis complicated by transitory Epstein-Barr virus infection of T and natural killer cells

Epstein-Barr virus (EBV) typically infects B cells in infectious mononucleosis (IM), but a rare case shows EBV infection in T cells. Seven cases of lymphoproliferative disorder caused by EBV-positive cytotoxic T/natural killer (NK) cell proliferation in the lymph nodes, termed IM with transient EBV infection of T and NK cells (EBV + T/NK cells in IM), are reported here. The purpose of the study is to describe clinicopathological features of EBV + T/natural killer (NK) cells in IM of the lymph node. We retrospectively analysed seven cases of Chinese children and young people adults with EBV + T/NK cells in IM. We used morphological observation, immunohistochemical staining, EB virus in situ hybridisation detection, and analysis of T-cell receptor gene rearrangement. The patients were healthy prior to illness, experiencing sudden onset occurring in all the patients, with high fever as the first symptom, followed by lymphadenopathy and hepatosplenomegaly. Diagnosis occurred < 1.5 months of symptom onset. Most lymphocytes in lesions expressed CD3 and Granzyme B or TIA-1 and lacked CD5. CD56 was expressed in numerous cells in 5 of the 7 cases. EBV-encoded RNA (EBER) was detected in medium-to-large-sized cells (50–100 cells per cell/high-power field). T-cell receptor (TCR) gene rearrangement was seen in six cases, with monoclonal rearrangement in four cases. Treatment was conservative treatment but not chemotherapy. Four received anti-HLH therapy and others anti-inflammatory treatment. All patients survived with relapse after long-term clinical observation and follow-up. EBV + T/NK cells in IM can elicit malignant features that mimic T/NK-cell lymphoma pathologically and benign features mimicking IM clinically. These findings indicate that EBV + T/NK cells in IM could serve as valuable diagnosis. Additional clinical information, including age of onset (children and young people), nature of onset (sudden), disease course (short), symptoms (systemic), EBV infection status (acute), and lymph node involvement, is crucial for accurate diagnosis and prognostic evaluation.