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Search Results (769)

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Keywords = lymphoma diagnosis

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8 pages, 2701 KiB  
Case Report
A Drop of Blood to Lead the Way
by Theodora A. M. Claushuis, Marielle J. Wondergem, Henriette B. Beverloo, Marise R. Heerma van Voss, Remco J. Molenaar, Maud Zwolsman, Fleur M. van der Valk, Hans L. Mooij, Lianne Koens and Sanne H. Tonino
Hematol. Rep. 2025, 17(4), 40; https://doi.org/10.3390/hematolrep17040040 - 5 Aug 2025
Abstract
Background and Significances: In patients with Epstein–Barr virus-driven hemophagocytic lymphohistiocytosis (EBV-HLH), identifying the underlying cause poses a significant diagnostic challenge. HLH may precede overt disease, and early directed treatment for HLH can obscure histopathological findings. A liquid biopsy enables the detection of tumor-derived [...] Read more.
Background and Significances: In patients with Epstein–Barr virus-driven hemophagocytic lymphohistiocytosis (EBV-HLH), identifying the underlying cause poses a significant diagnostic challenge. HLH may precede overt disease, and early directed treatment for HLH can obscure histopathological findings. A liquid biopsy enables the detection of tumor-derived DNA from various sources, including cell-free DNA, circulating tumor cells, extracellular vesicles, and tumor-educated platelets, and might aid in this setting. Case Presentation: This case presents a young patient with EBV-HLH, in which genomic analysis of tumor-derived DNA from circulating tumor cells led to the diagnosis of an EBV-positive NK/T-cell lymphoma—where conventional tissue biopsies had failed. Conclusions: This report underscores the potential of the liquid biopsy as a valuable diagnostic tool in complex cases of EBV-HLH. Full article
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8 pages, 648 KiB  
Case Report
Leptomeningitis as Rare Secondary Dissemination in MEITL (Monomorphic Intestinal Epitheliotropic T-Cell Lymphoma)
by Mihaiela Lungu, Violeta Diana Oprea, Elena Niculeț, Luminița Lăcrămioara Apostol, Marius Ionuț Păduraru, Ana Maria Ionescu and Andrei Lucian Zaharia
Life 2025, 15(8), 1243; https://doi.org/10.3390/life15081243 - 5 Aug 2025
Viewed by 27
Abstract
(1) Background: Monomorphic intestinal epitheliotropic T-cell lymphoma (MEITL) is a very rare subtype of lymphoma, being involved in less than 5% of lymphomas of the digestive tract. Accurate diagnosis is extremely challenging due to the lack of specific clinical symptoms and the low [...] Read more.
(1) Background: Monomorphic intestinal epitheliotropic T-cell lymphoma (MEITL) is a very rare subtype of lymphoma, being involved in less than 5% of lymphomas of the digestive tract. Accurate diagnosis is extremely challenging due to the lack of specific clinical symptoms and the low specificity of the diagnostic approaches. (2) Methods: We present the case of a patient admitted to the Neurology Clinic of the Emergency Clinical Hospital of Galati, Romania, with progressive cranial nerve impairment. (3) Results: Analyzing clinical and paraclinical data and corroborating the previous known diagnosis of MEITL, the positive diagnosis was that of meningitis with atypical lymphocytes with MEITL as starting point. The cytology of CSF was the basis for the diagnostic confirmation. (4) Conclusions: The present case is a rare situation of secondary dissemination of MEITL. We were not able to identify a similar report in the available literature that associated urothelial carcinoma with leptomeningeal MEITL-sourced neoplastic lesions. Full article
(This article belongs to the Section Physiology and Pathology)
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11 pages, 1311 KiB  
Case Report
Multisystemic Tuberculosis Masquerading as Aggressive Cardiac Tumor Causing Budd–Chiari Syndrome Disseminated to the Brain Resulting in Death of a Six-Year-Old Boy
by Eman S. Al-Akhali, Sultan Abdulwadoud Alshoabi, Halah Fuad Muslem, Fahad H. Alhazmi, Amirah F. Alsaedi, Kamal D. Alsultan, Amel F. Alzain, Awatif M. Omer, Maisa Elzaki and Abdullgabbar M. Hamid
Pathogens 2025, 14(8), 772; https://doi.org/10.3390/pathogens14080772 - 5 Aug 2025
Viewed by 58
Abstract
Tuberculosis (TB) is an ancient and re-emerging granulomatous infectious disease that continues to challenge public health. Early diagnosis and prompt effective treatment are crucial for preventing disease progression and reducing both morbidity and mortality. These steps play a vital role in infection control [...] Read more.
Tuberculosis (TB) is an ancient and re-emerging granulomatous infectious disease that continues to challenge public health. Early diagnosis and prompt effective treatment are crucial for preventing disease progression and reducing both morbidity and mortality. These steps play a vital role in infection control and in lowering death rates at both individual and population levels. Although diagnostic methods have improved sufficiently in recent decades, TB can still present with ambiguous laboratory and imaging features. This ambiguity can lead to diagnostic pitfalls and potentially disastrous outcomes due to delayed diagnosis. In this article, we present a case of TB that was difficult to diagnose. The disease had invaded the mediastinum, right atrium, right coronary artery, and inferior vena cava (IVC), resulting in Budd–Chiari syndrome. This rare presentation created clinical, laboratory, and radiological confusion, resulting in a diagnostic dilemma that ultimately led to open cardiac surgery. The patient initially presented with progressive shortness of breath on exertion and fatigue, which suggested possible heart disease. This suspicion was reinforced by computed tomography (CT) imaging, which showed infiltrative mass lesions predominantly in the right side of the heart, invading the right coronary artery and IVC, with imaging features mimicking angiosarcoma. Although laboratory findings revealed an exudative effusion with lymphocyte predominance and elevated adenosine deaminase (ADA), the Gram stain was negative for bacteria, and an acid-fast bacilli (AFB) smear was also negative. These findings contributed to diagnostic uncertainty and delayed the confirmation of TB. Open surgery with excisional biopsy and histopathological analysis ultimately confirmed TB. We conclude that TB should not be ruled out solely based on negative Mycobacterium bacteria in pericardial effusion or AFB smear. TB can mimic aggressive tumors such as angiosarcoma or lymphoma with invasion of the surrounding tissues and blood vessels. Awareness of the clinical presentation, imaging findings, and potential diagnostic pitfalls of TB is essential, especially in endemic regions. Full article
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8 pages, 675 KiB  
Case Report
A Case of Pediatric Subcutaneous Panniculitis-like T-Cell Lymphoma Successfully Treated with Immunosuppressive Therapy
by Min Chong Kim, Dong Hoon Shin and Jae Min Lee
Children 2025, 12(8), 1029; https://doi.org/10.3390/children12081029 - 5 Aug 2025
Viewed by 59
Abstract
Introduction: Subcutaneous panniculitis-like T-cell lymphoma (SPTCL) is a very rare subtype of cutaneous T-cell lymphoma. It is characterized by the neoplastic infiltration of subcutaneous adipose tissue. Its clinical presentation, including subcutaneous nodules, fever, and systemic symptoms, often mimics inflammatory panniculitis, making diagnosis difficult. [...] Read more.
Introduction: Subcutaneous panniculitis-like T-cell lymphoma (SPTCL) is a very rare subtype of cutaneous T-cell lymphoma. It is characterized by the neoplastic infiltration of subcutaneous adipose tissue. Its clinical presentation, including subcutaneous nodules, fever, and systemic symptoms, often mimics inflammatory panniculitis, making diagnosis difficult. Case Presentation: This case report describes a 14-year-old female presenting with fever, limb pain, swelling, and subcutaneous nodules, who was ultimately diagnosed with SPTCL via punch biopsy and BIOMED-2 clonality assays, confirming positive T-cell receptor-γ chain gene rearrangement. Positron emission tomography–computed tomography revealed diffuse subcutaneous involvement across multiple body regions. Methylprednisolone and cyclosporine A treatment rapidly resolved her symptoms, with laboratory parameters, including ferritin and inflammatory markers, showing significant improvement. Next-generation sequencing identified a heterozygous C9 gene mutation (c.346C>T, p.Arg116Ter), adding a novel genetic dimension to the case. Following a tapered discontinuation of immunosuppressive therapy, the patient achieved sustained remission without relapse for over 1 year. Conclusions: We report a case of adolescent SPTCL treated with immunosuppressive therapy and suggest that immunosuppressive therapy should be considered before chemotherapy in pediatric patients with SPTCL but without HLH. Full article
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25 pages, 1035 KiB  
Review
Liquid Biopsy and Epigenetic Signatures in AML, ALL, and CNS Tumors: Diagnostic and Monitoring Perspectives
by Anne Aries, Bernard Drénou and Rachid Lahlil
Int. J. Mol. Sci. 2025, 26(15), 7547; https://doi.org/10.3390/ijms26157547 - 5 Aug 2025
Viewed by 117
Abstract
To deliver the most effective cancer treatment, clinicians require rapid and accurate diagnoses that delineate tumor type, stage, and prognosis. Consequently, minimizing the need for repetitive and invasive procedures like biopsies and myelograms, along with their associated risks, is a critical challenge. Non-invasive [...] Read more.
To deliver the most effective cancer treatment, clinicians require rapid and accurate diagnoses that delineate tumor type, stage, and prognosis. Consequently, minimizing the need for repetitive and invasive procedures like biopsies and myelograms, along with their associated risks, is a critical challenge. Non-invasive monitoring offers a promising avenue for tumor detection, screening, and prognostication. While the identification of oncogenes and biomarkers from circulating tumor cells or tissue biopsies is currently standard practice for cancer diagnosis and classification, accumulating evidence underscores the significant role of epigenetics in regulating stem cell fate, including proliferation, self-renewal, and malignant transformation. This highlights the importance of analyzing the methylome, exosomes, and circulating RNA for detecting cellular transformation. The development of diagnostic assays that integrate liquid biopsies with epigenetic analysis holds immense potential for revolutionizing tumor management by enabling rapid, non-invasive diagnosis, real-time monitoring, and personalized treatment decisions. This review covers current studies exploring the use of epigenetic regulation, specifically the methylome and circulating RNA, as diagnostic tools derived from liquid biopsies. This approach shows promise in facilitating the differentiation between primary central nervous system lymphoma and other central nervous system tumors and may enable the detection and monitoring of acute myeloid/lymphoid leukemia. We also discuss the current limitations hindering the rapid clinical translation of these technologies. Full article
(This article belongs to the Special Issue Molecular Research in Hematologic Malignancies)
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20 pages, 4576 KiB  
Article
Enhanced HoVerNet Optimization for Precise Nuclei Segmentation in Diffuse Large B-Cell Lymphoma
by Gei Ki Tang, Chee Chin Lim, Faezahtul Arbaeyah Hussain, Qi Wei Oung, Aidy Irman Yajid, Sumayyah Mohammad Azmi and Yen Fook Chong
Diagnostics 2025, 15(15), 1958; https://doi.org/10.3390/diagnostics15151958 - 4 Aug 2025
Viewed by 156
Abstract
Background/Objectives: Diffuse Large B-Cell Lymphoma (DLBCL) is the most common subtype of non-Hodgkin lymphoma and demands precise segmentation and classification of nuclei for effective diagnosis and disease severity assessment. This study aims to evaluate the performance of HoVerNet, a deep learning model, [...] Read more.
Background/Objectives: Diffuse Large B-Cell Lymphoma (DLBCL) is the most common subtype of non-Hodgkin lymphoma and demands precise segmentation and classification of nuclei for effective diagnosis and disease severity assessment. This study aims to evaluate the performance of HoVerNet, a deep learning model, for nuclei segmentation and classification in CMYC-stained whole slide images and to assess its integration into a user-friendly diagnostic tool. Methods: A dataset of 122 CMYC-stained whole slide images (WSIs) was used. Pre-processing steps, including stain normalization and patch extraction, were applied to improve input consistency. HoVerNet, a multi-branch neural network, was used for both nuclei segmentation and classification, particularly focusing on its ability to manage overlapping nuclei and complex morphological variations. Model performance was validated using metrics such as accuracy, precision, recall, and F1 score. Additionally, a graphic user interface (GUI) was developed to incorporate automated segmentation, cell counting, and severity assessment functionalities. Results: HoVerNet achieved a validation accuracy of 82.5%, with a precision of 85.3%, recall of 82.6%, and an F1 score of 83.9%. The model showed powerful performance in differentiating overlapping and morphologically complex nuclei. The developed GUI enabled real-time visualization and diagnostic support, enhancing the efficiency and usability of DLBCL histopathological analysis. Conclusions: HoVerNet, combined with an integrated GUI, presents a promising approach for streamlining DLBCL diagnostics through accurate segmentation and real-time visualization. Future work will focus on incorporating Vision Transformers and additional staining protocols to improve generalizability and clinical utility. Full article
(This article belongs to the Special Issue Artificial Intelligence-Driven Radiomics in Medical Diagnosis)
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21 pages, 13450 KiB  
Article
Distinctive Characteristics of Rare Sellar Lesions Mimicking Pituitary Adenomas: A Collection of Unusual Neoplasms
by Andrej Pala, Nadja Grübel, Andreas Knoll, Gregor Durner, Gwendolin Etzrodt-Walter, Johannes Roßkopf, Peter Jankovic, Anja Osterloh, Marc Scheithauer, Christian Rainer Wirtz and Michal Hlaváč
Cancers 2025, 17(15), 2568; https://doi.org/10.3390/cancers17152568 - 4 Aug 2025
Viewed by 216
Abstract
Background/Objectives: Pituitary tumors account for over 90% of all sellar region masses. However, a spectrum of rare neoplastic, inflammatory, infectious, and vascular lesions—benign and malignant—can arise in the intra- and parasellar compartments and clinically and radiologically mimic PitNETs. We report a cohort [...] Read more.
Background/Objectives: Pituitary tumors account for over 90% of all sellar region masses. However, a spectrum of rare neoplastic, inflammatory, infectious, and vascular lesions—benign and malignant—can arise in the intra- and parasellar compartments and clinically and radiologically mimic PitNETs. We report a cohort of 47 such rare and cystic midline intracranial lesions, emphasizing their distinctive morphological, clinical, and imaging features and the personalized treatment strategies applied. Methods: In this retrospective single-center study, we reviewed all patients treated for suspected PitNETs via transsphenoidal approach between 2015 and 2024. Of 529 surgical cases, we excluded confirmed PitNETs, meningiomas, and classical intradural craniopharyngiomas. Collected data encompassed patient demographics, tumor characteristics, presenting symptoms, extent of resection or medical therapy, endocrine outcomes, and follow-up information. Results: Among all 529 patients who underwent surgical treatment for sellar lesions from 2015 to 2024, 47 cases (8.9%) were identified as rare or cystic masses. Forty-six underwent transsphenoidal resection; one patient with hypophysitis received corticosteroid therapy alone. Presenting symptoms included headache (n = 16), dizziness (n = 5), oculomotor disturbances (n = 2), and visual impairment (n = 17). Endocrine dysfunction was found in 30 patients, 27 of whom required hydrocortisone replacement. Histopathological diagnoses were led by colloid cysts (n = 14) and Rathke’s cleft cysts (n = 11). The remaining 22 cases comprised plasmacytoma, germinoma, lymphoma, pituicytoma, inverted papilloma, metastatic carcinoma, chordoma, nasopharyngeal carcinoma, chloroma, and other rare entities. Preoperative imaging diagnosis proved incorrect in 38% (18/47) of cases, with several lesions initially misidentified as PitNETs. Conclusions: Nearly 9% of presumed PitNETs were rare, often benign or inflammatory lesions requiring distinct management. Most could be safely resected and demonstrated excellent long-term outcomes. Yet, despite advanced imaging techniques, accurate preoperative differentiation remains challenging, with over one-third misdiagnosed. Clinical red flags—such as early hormone deficits, rapid progression or atypical imaging findings—should prompt early interdisciplinary evaluation and, when indicated, image-guided biopsy to avoid unnecessary surgery and ensure tailored therapy. Full article
(This article belongs to the Special Issue Pituitary Tumors: Clinical and Surgical Challenges)
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10 pages, 3851 KiB  
Case Report
Secondary Prostate Lymphoma Mimicking Prostate Cancer Successfully Managed by Transurethral Resection to Relieve Urinary Retention
by Lorand-Tibor Reman, Ovidiu Malau, Daniel Porav-Hodade, Calin Chibelean, Arpad-Oliver Vida, Ciprian Todea, Veronica Ghirca, Alexandru Laslo, Raul-Dumitru Gherasim, Rares Vascul, Orsolya-Brigitta Katona, Raluca-Diana Hagău and Orsolya Martha
Pathophysiology 2025, 32(3), 38; https://doi.org/10.3390/pathophysiology32030038 - 2 Aug 2025
Viewed by 123
Abstract
Secondary lymphoma of the prostate is described as the involvement of the prostate gland by lymphomatous spread from a primary site. This condition is exceedingly rare and often presents diagnostic and therapeutic challenges. The symptoms often mimic those of benign prostatic hyperplasia or [...] Read more.
Secondary lymphoma of the prostate is described as the involvement of the prostate gland by lymphomatous spread from a primary site. This condition is exceedingly rare and often presents diagnostic and therapeutic challenges. The symptoms often mimic those of benign prostatic hyperplasia or prostate cancer, including LUTS (lower urinary tract symptoms) and even complete urinary retention. Here, we present a rare case of a 62-year-old male patient undergoing chemotherapy for stage IV mantle cell stomach lymphoma and subsequently secondary prostatic involvement. The patient presented with complete urinary retention, accompanied by biochemical (PSA = 11.7 ng/mL) and imaging (Magnetic Resonance Imaging-PIRADS V lesion) suspicion for prostate cancer. Histopathologic analysis of the MRI-targeted prostate fusion biopsy revealed secondary prostatic lymphoma. The chosen treatment was transurethral resection of the prostate (TUR-P) for relief of symptoms, which significantly improved urinary function (postoperative IPSS = 5 and Qmax = 17 mL/s). This case underscores the importance of considering prostatic lymphoma in the differential diagnosis of bladder outlet obstruction, especially in patients with a known lymphoma history. This report also provides a focused review of the literature on secondary prostatic lymphoma, highlighting the diagnostic challenges, treatment options, and clinical outcomes. Full article
(This article belongs to the Collection Feature Papers in Pathophysiology)
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13 pages, 1149 KiB  
Article
Not All Weight Loss Is Equal: Divergent Patterns and Prognostic Roles in Head and Neck Cancer Versus High-Grade B-Cell Lymphoma
by Judith Büntzel, Gina Westhofen, Wilken Harms, Markus Maulhardt, Alexander Casimir Angleitner and Jens Büntzel
Nutrients 2025, 17(15), 2530; https://doi.org/10.3390/nu17152530 - 31 Jul 2025
Viewed by 193
Abstract
Background: Malnutrition and unintended weight loss are frequent in cancer patients and linked to poorer outcomes. However, data on long-term weight trajectories, particularly comparing different cancer entities, remain limited. Methods: In this retrospective, multicenter study, we analyzed 145 patients diagnosed with either head [...] Read more.
Background: Malnutrition and unintended weight loss are frequent in cancer patients and linked to poorer outcomes. However, data on long-term weight trajectories, particularly comparing different cancer entities, remain limited. Methods: In this retrospective, multicenter study, we analyzed 145 patients diagnosed with either head and neck cancer (HNC; n = 48) or high-grade B-cell lymphoma (HGBCL; n = 97). Body weight, C-reactive protein (CrP), albumin, and modified Glasgow Prognostic Score (mGPS) were assessed at diagnosis and at 3, 6, 9, and 12 months. Clinically relevant weight loss was defined as >5% from baseline. Survival analyses were performed for HGBCL patients. Results: Weight loss was common in both cohorts, affecting 32.2% at 3 months and persisting in 42.3% at 12 months. Nearly half of HNC patients had sustained >5% weight loss at one year, whereas HGBCL patients were more likely to regain weight, with significantly higher rates of weight gain at 6 and 12 months (p = 0.04 and p = 0.02). At baseline, HGBCL patients showed elevated CrP and lower albumin compared to HNC (both p < 0.001). Weight loss at 6 months was significantly associated with reduced overall survival in HGBCL (p < 0.01). Both Δweight at 6 months and mGPS emerged as useful prognostic indicators. Conclusions: This study reveals distinct patterns of weight change and systemic inflammation between HNC and HGBCL patients during the first year after diagnosis. These findings highlight the need for entity-specific nutritional monitoring and tailored supportive care strategies extending into survivorship. Prospective studies integrating body composition analyses are warranted to better guide long-term management. Full article
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17 pages, 4942 KiB  
Article
Detection of XPO1E571K Gene Mutation from Cell-Free DNA in Blood Circulation of Lymphoma Patients by FAST-COLD PCR
by Suwit Duangmano, Natsima Viriyaadhammaa, Pinyaphat Khamphikham, Nutjeera Intasai, Adisak Tantiworawit, Teerada Daroontum, Sawitree Chiampanichayakul and Songyot Anuchapreeda
Int. J. Mol. Sci. 2025, 26(15), 7324; https://doi.org/10.3390/ijms26157324 - 29 Jul 2025
Viewed by 265
Abstract
The XPO1 (exportin 1) gene encodes exportin 1 protein responsible for transporting proteins and RNA from the nucleus to the cytoplasm. It has been used as a biomarker for lymphoma detection. XPO1E571K mutation has been frequently observed and identified as [...] Read more.
The XPO1 (exportin 1) gene encodes exportin 1 protein responsible for transporting proteins and RNA from the nucleus to the cytoplasm. It has been used as a biomarker for lymphoma detection. XPO1E571K mutation has been frequently observed and identified as a good prognostic indicator for lymphoma patients. The detection of a target molecule released by lymphoma cells into blood circulation (cell-free circulating tumor DNA, cfDNA) is a better method than tissue biopsy. However, cfDNA concentration in blood circulation is very low in cancer patients. Therefore, a precise and sensitive method is needed. In this study, cfDNA was extracted, and then the XPO1 gene was detected and amplified using conventional PCR. Sanger sequencing was employed to verify the DNA sequences. FAST-COLD-PCR was developed to detect XPO1E571K gene mutation using a CFX96 Touch Real-Time PCR System. The optimal critical temperature (Tc) was 73.3 °C, allowing selective amplification of XPO1E571K mutant DNA while wild-type XPO1 could not be amplified. XPO1E571K gene mutation can be detected by this method with high specificity and sensitivity in lymphoma patients. This approach facilitates rapid and straightforward detection in a timely manner after the diagnosis. Accordingly, the optimized FAST-COLD-PCR conditions can be used as a prototype for XPO1E571K mutant detection in lymphoma patients. Full article
(This article belongs to the Special Issue Molecular Research in Hematologic Malignancies)
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12 pages, 659 KiB  
Review
HTLV-1 in Pregnancy and Neonatal Health: Evidence, Challenges, and Future Directions
by Ana Clara Assis Alves Emerick, Letícia Castilho Yamanaka, Stefany Silva Pereira, Tammy Caram Sabatine, Taline de Brito Cavalcante, Thamy Cristina Campos, Gustavo Yano Callado, Edward Araujo Júnior, Antonio Braga, Gloria Calagna and Evelyn Traina
Diagnostics 2025, 15(15), 1886; https://doi.org/10.3390/diagnostics15151886 - 28 Jul 2025
Viewed by 324
Abstract
Human T-cell lymphotropic virus (HTLV), a retrovirus associated with severe conditions such as leukemia/lymphoma and myelopathy, exhibits variable global prevalence, with higher rates observed in regions such as northeastern Brazil and sub-Saharan Africa. While intrauterine transmission can occur via viral expression in placental [...] Read more.
Human T-cell lymphotropic virus (HTLV), a retrovirus associated with severe conditions such as leukemia/lymphoma and myelopathy, exhibits variable global prevalence, with higher rates observed in regions such as northeastern Brazil and sub-Saharan Africa. While intrauterine transmission can occur via viral expression in placental tissue and contact with umbilical cord blood, the predominant route is vertical transmission through breastfeeding. Diagnostic testing, particularly serological screening with ELISA and confirmatory methods such as Western blot and PCR, is essential for early detection during pregnancy. The implementation of prenatal screening programs, as seen in Japan and Brazil, has proven effective in reducing vertical transmission by guiding interventions such as breastfeeding cessation in infected mothers. Beyond clinical implications, the psychosocial impact on affected pregnant women highlights the need for an interdisciplinary approach. Although the association between HTLV infection and adverse obstetric outcomes remains controversial, studies suggest increased risks of preterm birth, low birth weight, and other neonatal complications. Given the importance of early diagnosis and prevention, universal prenatal screening protocols represent a critical strategy to reduce viral transmission and its long-term consequences. Full article
(This article belongs to the Section Diagnostic Microbiology and Infectious Disease)
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7 pages, 272 KiB  
Case Report
A Possible Association Between Rituximab and the Subsequent Development of Guillain–Barré Syndrome: A Case Report
by Lilian Chen, Stephen Lee Yu, Nolan Holley and Salahuddin Safi
Reports 2025, 8(3), 119; https://doi.org/10.3390/reports8030119 - 23 Jul 2025
Viewed by 217
Abstract
Background and Clinical Significance: Hematologic malignancies, including diffuse large B-cell lymphoma (DLBCL), have been associated with the development of Guillain–Barré syndrome (GBS). Specifically, treatment with the immunomodulator rituximab, which is used in the backbone of DLBCL treatment, has increasingly been used in [...] Read more.
Background and Clinical Significance: Hematologic malignancies, including diffuse large B-cell lymphoma (DLBCL), have been associated with the development of Guillain–Barré syndrome (GBS). Specifically, treatment with the immunomodulator rituximab, which is used in the backbone of DLBCL treatment, has increasingly been used in this patient population. Case Presentation: We present the case of a man in his 60s with DLBCL who presented to the hospital with the progressive weakness of the bilateral upper and lower extremities within 6 weeks of the completion of treatment including rituximab. The temporal relationship between the completion of rituximab and subsequent polyradiculoneuropathy, as well as a favorable response to intravenous immunoglobulin (IVIG), affirmed the diagnosis of treatment-induced GBS. Conclusions: The increased use of rituximab as part of a standard treatment regimen for hematologic malignancies demonstrates the need for an awareness of a possible association between rituximab and the subsequent paradoxical development of GBS, which will allow for expeditious evaluation for better patient outcomes. Full article
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30 pages, 11103 KiB  
Article
Histological Image Classification Between Follicular Lymphoma and Reactive Lymphoid Tissue Using Deep Learning and Explainable Artificial Intelligence (XAI)
by Joaquim Carreras, Haruka Ikoma, Yara Yukie Kikuti, Shunsuke Nagase, Atsushi Ito, Makoto Orita, Sakura Tomita, Yuki Tanigaki, Naoya Nakamura and Yohei Masugi
Cancers 2025, 17(15), 2428; https://doi.org/10.3390/cancers17152428 - 22 Jul 2025
Viewed by 237
Abstract
Background/Objectives: The major question that confronts a pathologist when evaluating a lymph node biopsy is whether the process is benign or malignant, and the differential diagnosis between follicular lymphoma and reactive lymphoid tissue can be challenging. Methods: This study designed a [...] Read more.
Background/Objectives: The major question that confronts a pathologist when evaluating a lymph node biopsy is whether the process is benign or malignant, and the differential diagnosis between follicular lymphoma and reactive lymphoid tissue can be challenging. Methods: This study designed a convolutional neural network based on ResNet architecture to classify a large series of 221 cases, including 177 follicular lymphoma and 44 reactive lymphoid tissue/lymphoid hyperplasia, which were stained with hematoxylin and eosin (H&E). Explainable artificial intelligence (XAI) methods were used for interpretability. Results: The series included 1,004,509 follicular lymphoma and 490,506 reactive lymphoid tissue image-patches at 224 × 244 × 3, and was partitioned into training (70%), validation (10%), and testing (20%) sets. The performance of the training (training and validation sets) had an accuracy of 99.81%. In the testing set, the performance metrics achieved an accuracy of 99.80% at the image-patch level for follicular lymphoma. The other performance parameters were precision (99.8%), recall (99.8%), false positive rate (0.35%), specificity (99.7%), and F1 score (99.9%). Interpretability was analyzed using three methods: grad-CAM, image LIME, and occlusion sensitivity. Additionally, hybrid partitioning was performed to avoid information leakage using a patient-level independent validation set that confirmed high classification performance. Conclusions: Narrow artificial intelligence (AI) can perform differential diagnosis between follicular lymphoma and reactive lymphoma tissue, but it is task-specific and operates within limited constraints. The trained ResNet convolutional neural network (CNN) may be used as transfer learning for larger series of cases and lymphoma diagnoses in the future. Full article
(This article belongs to the Special Issue AI-Based Applications in Cancers)
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12 pages, 1396 KiB  
Article
Lateral Flow Assay to Detect Carbonic Anhydrase IX in Seromas of Breast Implant-Associated Anaplastic Large Cell Lymphoma
by Peng Xu, Katerina Kourentzi, Richard Willson, Honghua Hu, Anand Deva, Christopher Campbell and Marshall Kadin
Cancers 2025, 17(14), 2405; https://doi.org/10.3390/cancers17142405 - 21 Jul 2025
Viewed by 389
Abstract
Background/Objective: Breast implant-associated anaplastic large cell lymphoma (BIA-ALCL) has affected more than 1700 women with textured breast implants. About 80% of patients present with fluid (seroma) around their implant. BIA-ALCL can be cured by surgery alone when confined to the seroma and lining [...] Read more.
Background/Objective: Breast implant-associated anaplastic large cell lymphoma (BIA-ALCL) has affected more than 1700 women with textured breast implants. About 80% of patients present with fluid (seroma) around their implant. BIA-ALCL can be cured by surgery alone when confined to the seroma and lining of the peri-implant capsule. To address the need for early detection, we developed a rapid point of care (POC) lateral flow assay (LFA) to identify lymphoma in seromas. Methods: We compared 28 malignant seromas to 23 benign seromas using both ELISA and LFA. LFA test lines (TL) and control lines (CL) were visualized and measured with imaging software and the TL/CL ratio for each sample was calculated. Results: By visual exam, the sensitivity for detection of CA9 was 93% and specificity 78%, while the positive predictive value was 84% and negative predictive value 90%. Quantitative image analysis increased the positive predictive value to 96% while the negative predictive value reduced to 79%. Conclusions: We conclude that CA9 is a sensitive biomarker for detection and screening of patients for BIA-ALCL in patients who present with seromas of unknown etiology. The CA9 LFA can potentially replace ELISA, flow cytometry and other tests requiring specialized equipment, highly trained personnel, larger amounts of fluid and delay in diagnosis of BIA-ALCL. Full article
(This article belongs to the Special Issue Pre-Clinical Studies of Personalized Medicine for Cancer Research)
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16 pages, 1927 KiB  
Article
Missense Mutations in the KAT Domain of CREBBP Gene in Patients with Follicular Lymphoma: Implications for Differential Diagnosis and Prognosis
by Anna Smolianinova, Ivan Bolshakov, Yulia Sidorova, Alla Kovrigina, Tatiana Obukhova, Nelli Gabeeva, Eduard Gemdzhian, Elena Nikulina, Bella Biderman, Nataliya Severina, Nataliya Risinskaya, Andrey Sudarikov, Eugeniy Zvonkov and Elena Parovichnikova
Int. J. Mol. Sci. 2025, 26(14), 6913; https://doi.org/10.3390/ijms26146913 - 18 Jul 2025
Viewed by 406
Abstract
Follicular lymphoma (FL) is one of the most common types of non-Hodgkin’s lymphomas. The tumor is characterized by a wide range of clinical manifestations, ranging from indolent forms to early transformation and progression with a poor prognosis. The search for clinically significant genetic [...] Read more.
Follicular lymphoma (FL) is one of the most common types of non-Hodgkin’s lymphomas. The tumor is characterized by a wide range of clinical manifestations, ranging from indolent forms to early transformation and progression with a poor prognosis. The search for clinically significant genetic changes is essential for personalized risk assessment and treatment selection. The CREBBP gene is frequently mutated in this type of lymphoma, with changes occurring at the level of the earliest tumor precursor cells. However, the prognostic and diagnostic significance of the CREBBP gene mutation status in FL has not been fully established. In this study, we analyzed sequencing data of exons 22–30 of the CREBBP gene in 86 samples from patients with different grades of FL (1–3B), including those in the 3A–3B subgroup without the t(14;18) translocation. We also investigated the prognostic significance of CREBBP gene mutations in relation to the treatment options, namely high-dose chemotherapy with autologous hematopoietic stem cell transplantation (HDCT/auto-HSCT) and conventional chemotherapy programs (CCT). It was found that FL patients with a single missense mutation in the KAT domain of the CREBBP gene experienced an extremely low number of early adverse events related to lymphoma and had better long-term survival rates, regardless of treatment option. In contrast, when comparing patients with FL without a missense mutation in the KAT domain or those with multiple mutations in the CREBBP gene, overall and progression free survival were worse, and early progression and histological transformation were more common. Compared to standard therapy, patients who underwent HDCT/auto-HSCT in the FL 1–3B (14;18)-positive group without a single missense mutation in the KAT domain had better survival rates and lower rates of transformation and early progression. In addition, among patients with FL 3A–3B (14;18)-negative, we found that there were no cases of a missense mutation in the KAT domain of the CREBBP gene. This suggests that a single missense mutation in the CREBBP gene may be a feature that discriminates 14;18-positive FL with a favorable prognosis from a high-risk disease. FL 3A–3B (14;18)-negative may represent a distinct variant with different biology and underlying mechanisms of development compared to classical FL. Full article
(This article belongs to the Special Issue Molecular Diagnostics and Genomics of Tumors)
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