Sign in to use this feature.

Years

Between: -

Subjects

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Journals

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Article Types

Countries / Regions

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Search Results (459)

Search Parameters:
Keywords = anemia diagnosis

Order results
Result details
Results per page
Select all
Export citation of selected articles as:
13 pages, 1294 KiB  
Review
VEXAS Syndrome: Genetics, Gender Differences, Clinical Insights, Diagnostic Pitfalls, and Emerging Therapies
by Salvatore Corrao, Marta Moschetti, Salvatore Scibetta, Luigi Calvo, Annarita Giardina, Ignazio Cangemi, Carmela Zizzo, Paolo Colomba and Giovanni Duro
Int. J. Mol. Sci. 2025, 26(16), 7931; https://doi.org/10.3390/ijms26167931 (registering DOI) - 17 Aug 2025
Abstract
VEXAS syndrome (Vacuoles, E1-enzyme, X-linked, Autoinflammation, and Somatic) is a recently identified late-onset autoinflammatory disorder characterized by a unique interplay between hematological and inflammatory manifestations. It results from somatic mutations in the UBA1 gene, located on the short arm of the X chromosome. [...] Read more.
VEXAS syndrome (Vacuoles, E1-enzyme, X-linked, Autoinflammation, and Somatic) is a recently identified late-onset autoinflammatory disorder characterized by a unique interplay between hematological and inflammatory manifestations. It results from somatic mutations in the UBA1 gene, located on the short arm of the X chromosome. Initially, females were considered mere carriers, with the syndrome primarily affecting males over 50. However, recent evidence indicates that heterozygous females can exhibit symptoms as severe as those seen in hemizygous males. The disease manifests as systemic inflammation, macrocytic anemia, thrombocytopenia, chondritis, neutrophilic dermatoses, and steroid-dependent inflammatory symptoms. Due to its overlap with autoimmune and hematologic disorders such as relapsing polychondritis, Still’s disease, and myelodysplastic syndromes, misdiagnosis is common. At the molecular level, VEXAS syndrome is driven by impaired ubiquitination pathways, resulting in dysregulated immune responses and clonal hematopoiesis. A key diagnostic marker is the presence of cytoplasmic vacuoles in myeloid and erythroid precursors, though definitive diagnosis requires genetic testing for UBA1 mutations. Traditional immunosuppressants and TNF inhibitors are generally ineffective, while JAK inhibitors and IL-6 blockade provide partial symptom control. Azacitidine and decitabine have shown promise in reducing disease burden, but hematopoietic stem cell transplantation (HSCT) remains the only curative treatment, albeit with significant risks. This review provides a comprehensive analysis of VEXAS syndrome, examining its clinical features, differential diagnoses, diagnostic challenges, and treatment approaches, including both pharmacological and non-pharmacological strategies. By enhancing clinical awareness and optimizing therapeutic interventions, this article aims to bridge emerging genetic insights with practical patient management, ultimately improving outcomes for those affected by this complex and often life-threatening disease. Full article
(This article belongs to the Section Molecular Pathology, Diagnostics, and Therapeutics)
Show Figures

Figure 1

11 pages, 468 KiB  
Article
Association of Therapeutic Plasma Exchange-Treated Thrombotic Thrombocytopenic Purpura with Improved Mortality Outcome in End-Stage Renal Disease
by Brenna S. Kincaid, Kiana Kim, Jennifer L. Waller, Stephanie L. Baer, Wendy B. Bollag and Roni J. Bollag
Diseases 2025, 13(8), 247; https://doi.org/10.3390/diseases13080247 - 5 Aug 2025
Viewed by 237
Abstract
Background/Objectives: Thrombotic thrombocytopenic purpura (TTP) is a microangiopathic hemolytic anemia exhibiting 90% mortality without prompt treatment. The aim of this study was to investigate the association of therapeutic plasma exchange (TPE)-treated TTP in end-stage renal disease (ESRD) patients with mortality, demographics, and [...] Read more.
Background/Objectives: Thrombotic thrombocytopenic purpura (TTP) is a microangiopathic hemolytic anemia exhibiting 90% mortality without prompt treatment. The aim of this study was to investigate the association of therapeutic plasma exchange (TPE)-treated TTP in end-stage renal disease (ESRD) patients with mortality, demographics, and clinical comorbidities. We queried the United States Renal Data System for ESRD patients starting dialysis between 1 January 2005 and 31 December 2018, using International Classification of Diseases (ICD)-9 and ICD-10 codes for thrombotic microangiopathy, with a TPE procedure code entered within 7 days. Methods: Cox proportional hazards models were used to assess mortality, adjusting for demographic and clinical factors. Results: Among 1,155,136 patients, increased age [adjusted odds ratio (OR) = 0.96, 95% confidence interval (CI): 0.94–0.96]; black race (OR = 0.67, CI: 0.51–0.89); and Hispanic ethnicity (OR = 0.43, CI: 0.28–0.66) were associated with a lower risk of TPE-treated TTP diagnosis, whereas female sex (OR = 1.59, CI: 1.25–2.02) and tobacco use (OR = 2.08, CI: 1.58–2.75) had a higher risk. A claim for TPE-treated TTP carried a lower risk of death (adjusted hazard ratio = 0.024, CI: 0.021–0.028). Female sex, black race, Hispanic ethnicity, and hypothyroidism were also associated with decreased all-cause mortality. Conclusions: These findings suggest that ESRD patients with TPE-treated TTP are significantly protected from mortality compared with ESRD patients without this diagnosis. Full article
Show Figures

Figure 1

14 pages, 2736 KiB  
Case Report
Renal Malacoplakia Following Obstetric Intervention: A Rare Cause of Acute Kidney Injury in a Young Woman
by Letícia Miyuki Ito, Juliana Miki Oguma, André Kiyoshi Miyahara, Marco Aurélio Sales da Veiga, Leandro Favaro, David Wesley de Godoy, Bárbara Antunes Bruno da Silva, Luiz Antônio Moura, Marcelino de Souza Durão and Érika Bevilaqua Rangel
Clin. Pract. 2025, 15(8), 143; https://doi.org/10.3390/clinpract15080143 - 3 Aug 2025
Viewed by 252
Abstract
Introduction: Renal malacoplakia is a rare chronic granulomatous disease, often associated with immunosuppression and persistent Gram-negative infections, particularly Escherichia coli. Case Presentation: We present a case involving a 31-year-old woman with hypertension, gestational diabetes, and prior uterine curettage after labor [...] Read more.
Introduction: Renal malacoplakia is a rare chronic granulomatous disease, often associated with immunosuppression and persistent Gram-negative infections, particularly Escherichia coli. Case Presentation: We present a case involving a 31-year-old woman with hypertension, gestational diabetes, and prior uterine curettage after labor induction for preeclampsia at 23 weeks. She developed urinary sepsis post-procedure. Imaging revealed bilateral nephromegaly, while laboratory tests showed acute kidney injury (KDIGO stage III), anemia, and thrombocytopenia. Blood and urine cultures grew Escherichia coli. Renal biopsy confirmed malacoplakia, demonstrating PAS-positive Michaelis–Gutmann bodies and Von Hansemann cells. The patient responded to prolonged antibiotic therapy and supportive care. Discussion and Conclusion: This case highlights the importance of considering renal malacoplakia in patients with atypical urinary tract infections and nephromegaly, particularly in obstetric settings. Histopathological confirmation is essential, and timely treatment with intracellularly active antibiotics can lead to favorable outcomes. Early diagnosis is critical to prevent irreversible renal damage. Full article
Show Figures

Figure 1

20 pages, 678 KiB  
Review
Cryoproteins in Non-HCV-Related Autoimmune Disorders: A Serious Cold-Induced Problem
by Krizia Pocino, Annunziata Stefanile, Patrizia Natali, Cecilia Napodano, Valerio Basile, Gabriele Ciasca, Mariapaola Marino and Umberto Basile
Diagnostics 2025, 15(15), 1933; https://doi.org/10.3390/diagnostics15151933 - 31 Jul 2025
Viewed by 298
Abstract
The precipitation of cryoglobulins, serum immunoglobulins, below 37 °C defines the clinical cryoglobulinemic syndrome, a systemic vasculitis usually characterized by purpura, weakness, and arthralgia. In most cases, this condition is associated with chronic infection by the hepatitis C virus (HCV) and can evolve [...] Read more.
The precipitation of cryoglobulins, serum immunoglobulins, below 37 °C defines the clinical cryoglobulinemic syndrome, a systemic vasculitis usually characterized by purpura, weakness, and arthralgia. In most cases, this condition is associated with chronic infection by the hepatitis C virus (HCV) and can evolve into B-cell dysregulation and malignancies. The current literature on non-HCV-associated cryoglobulinemia is very limited, and little is known about the immunological and serological profile of affected patients. The cryoglobulinemic syndrome not associated with HCV infection is often found concomitantly with other infections, autoimmune diseases, and B-cell lymphoproliferative disorders. The cryoprecipitation of fibrinogen has been described as a rare disorder, perhaps underestimated and not fully understood, causing thrombotic occlusion and ischemia in different rheumatic disorders. Cold temperature plays a pathogenetic role in autoimmune hemolytic anemias, in which the presence of cold agglutinins produced by B cells at the lymphoplasmacytic cell stage may promote agglutination of red blood cells in the coldest parts of the circulation, even at mild room temperatures, undergoing hemolysis. Laboratory methods for the detection and quantification of cryoproteins are downright critical, and their concurrent detection is pivotal for the diagnosis. In this review, we summarize the clinical involvement of cryoglobulins, cryofibrinogen, and cold agglutinins in non-HCV autoimmune diseases, underlining the crucial steps of the most employed analytic methods. Full article
(This article belongs to the Special Issue Recent Advances in Clinical Laboratory Immunology)
15 pages, 236 KiB  
Article
Insights into Fanconi Anemia Based on Molecular and Clinical Characteristics: A Multicentre Study of 13 Patients
by Simoni Saranti, Nikoletta Selenti, Christalena Sofocleous, Joanne Traeger-Synodinos, Antonis Kattamis, Vassilios Papadakis, Evgenios Goussetis, Charikleia Kelaidi, Anna Paisiou, Sophia Polychronopoulou and Lydia Kossiva
Children 2025, 12(8), 973; https://doi.org/10.3390/children12080973 - 24 Jul 2025
Viewed by 412
Abstract
Background: Fanconi Anemia (FA) is a rare disorder, characterized by chromosomal instability, congenital abnormalities, progressive bone marrow failure, and predisposition to cancer. FA is caused by pathogenic variants in any of the 23 (FANCA-FANCY) linked genes. Procedure: Retrospective analysis [...] Read more.
Background: Fanconi Anemia (FA) is a rare disorder, characterized by chromosomal instability, congenital abnormalities, progressive bone marrow failure, and predisposition to cancer. FA is caused by pathogenic variants in any of the 23 (FANCA-FANCY) linked genes. Procedure: Retrospective analysis of 13 FA patients with a causative variant was performed. Patients (6 boys and 7 girls) aged from 9 to 26 years old, (mean age of 7.3 years), at diagnosis. Results: Phenotype evaluation demonstrated in 11/13 patients’ congenital anomalies, with pigmentary changes and short stature, present in 90% of cases. Hematological abnormalities were present in 10/11 patients, with thrombocytopenia being the prominent finding. Genetic analysis for the most common complementation group FA-A revealed that 12/13 patients belonged to this group and only one patient was found to be FA-E. Exon deletions, single nucleotide variations, and duplications were identified. Familial patterns, due to consanguinity, were evident in one case. Twelve patients underwent hematopoietic stem cell transplantation (HSCT), with variable pre-HSCT supportive treatments. Post-HSCT data showed that 9 out of 10 patients for whom follow up data was available, survived for a median time of 5.4 years. Complications like acute graft-versus-host disease were noted. Conclusions: Our study highlights the importance of genotype towards tailored monitoring for children and families with FA. Full article
(This article belongs to the Section Pediatric Hematology & Oncology)
12 pages, 484 KiB  
Review
Navigating Hyperhemolysis in Sickle Cell Disease: Insights from Literature
by Sruthi Vellanki, Nishanth Thalambedu, Anup Kumar Trikannad Ashwini Kumar, Sravya Vellanki, Medhavi Honhar, Rachel Hendrix, Denese Harris, Mamatha Gaddam, Sunny R. K. Singh, Shivi Jain, Muthu Kumaran, Cesar Gentille and Ankur Varma
Diagnostics 2025, 15(14), 1835; https://doi.org/10.3390/diagnostics15141835 - 21 Jul 2025
Viewed by 501
Abstract
Sickle cell disease (SCD) is a prevalent genetic disorder caused by a mutation in the beta-globin gene. Hyperhemolysis (HS) is a severe complication involving the rapid destruction of both transfused and endogenous red blood cells, commonly found in SCD. This literature review explores [...] Read more.
Sickle cell disease (SCD) is a prevalent genetic disorder caused by a mutation in the beta-globin gene. Hyperhemolysis (HS) is a severe complication involving the rapid destruction of both transfused and endogenous red blood cells, commonly found in SCD. This literature review explores the clinical presentation, diagnosis, pathogenesis, and management of HS in SCD. HS can manifest acutely or in a delayed manner, complicating diagnosis due to overlapping symptoms and varying reticulocyte responses. Immunohematological assessments often reveal delayed positivity in direct antiglobulin tests and antibody screens. HS typically presents severe anemia, jaundice, hemoglobinuria, and hemodynamic instability. Diagnostic markers include elevated bilirubin and lactate dehydrogenase levels alongside a reduced reticulocyte count. The management of HS is primarily empirical, with no clinical trials to support standardized treatment protocols. First-line treatments involve steroids and intravenous immunoglobulins (IVIG), which modulate immune responses and mitigate hemolysis. Refractory cases may require additional agents such as rituximab, eculizumab, tocilizumab, and, in some instances, plasma exchange or erythropoietin-stimulating agents. Novel therapeutic approaches, including bortezomib and Hemopure, have shown promise but require further investigation. Current management strategies are empirical, underscoring the need for robust clinical trials to establish effective treatment protocols that ultimately improve outcomes for SCD patients experiencing HS. Full article
(This article belongs to the Special Issue Diagnosis and Prognosis of Hematological Disease)
Show Figures

Figure 1

8 pages, 726 KiB  
Case Report
Anemia Due to Unexpected Zinc-Induced Copper Deficiency
by Nicholas Chun, Shehla Aman, Dan Xu, Jun Wang, Craig Zuppan and Albert Kheradpour
Hematol. Rep. 2025, 17(4), 35; https://doi.org/10.3390/hematolrep17040035 - 17 Jul 2025
Viewed by 793
Abstract
Anemia due to acquired copper deficiency is most commonly the result of malabsorption or dietary deficiency. However, it can occasionally be due to excess zinc intake, which impairs the absorption of copper. Copper deficiency may result in vacuolated erythroid and myeloid precursors in [...] Read more.
Anemia due to acquired copper deficiency is most commonly the result of malabsorption or dietary deficiency. However, it can occasionally be due to excess zinc intake, which impairs the absorption of copper. Copper deficiency may result in vacuolated erythroid and myeloid precursors in the bone marrow, and sometimes features resembling myelodysplasia that, although not specific, may be an important clue to the diagnosis. Background and Clinical Significance: We report bone marrow findings in a child with anemia due to zinc-induced copper deficiency. Case Presentation: An 18-year-old female with cerebral palsy admitted for respiratory failure was found to have anemia and leukopenia with absolute neutropenia. A bone marrow smear showed occasional ring sideroblasts. Additional testing revealed reduced serum copper and elevated serum zinc. Further inquiry uncovered a several-year history of high-dose zinc supplementation. Conclusions: It is important to consider copper deficiency as a potential etiology in patients with anemia and neutropenia, as it may otherwise be mistaken for vitamin B12 deficiency or myelodysplasia. The presence of small vacuoles in hematopoietic precursors is an important clue to the diagnosis and may help avoid ineffective interventions. Full article
(This article belongs to the Special Issue Anaemia in Focus: Challenges and Solutions in Haematology)
Show Figures

Figure 1

12 pages, 1192 KiB  
Article
Clinical Insights into Risk Factors for Infantile Hemangioma and Propranolol Treatment Outcomes
by Ioana Roșca, Raluca-Gabriela Miulescu, Alexandra-Maria Roman, Oana-Alexandra Peta, Alina Turenschi, Anca Miu, Aurelia Sosoi, Andreea Teodora Constantin, Leonard Năstase, Sânziana Miu, Alexandru Dinulescu, Elena Poenaru and Florica Șandru
Diagnostics 2025, 15(14), 1792; https://doi.org/10.3390/diagnostics15141792 - 16 Jul 2025
Viewed by 495
Abstract
Background/Objectives: Infantile hemangioma (IH) is a common vascular tumor in neonates, influenced by multiple prenatal and perinatal factors. This study aimed to identify risk factors in both infants and mothers, assess their link to clinical characteristics and severity, and evaluate treatment outcomes [...] Read more.
Background/Objectives: Infantile hemangioma (IH) is a common vascular tumor in neonates, influenced by multiple prenatal and perinatal factors. This study aimed to identify risk factors in both infants and mothers, assess their link to clinical characteristics and severity, and evaluate treatment outcomes when systemic propranolol therapy was administered. Methods: We conducted a retrospective observational study analyzing 43 infants under 12 months, including 11 neonates (<28 days) diagnosed with IH. Maternal and neonatal factors, diagnostic timelines, clinical presentation, and treatment efficacy were examined. Data analysis included descriptive statistics, focusing on gestational age, birth weight, Apgar scores, and the Infantile Hemangioma Referral Score (IHReS). Results: The study found a female predominance and a correlation between IH and pre-term birth (50%) and low birth weight (<2760 g, 51.16%). Maternal anemia (23%) and gestational hypertension (9%) were present in the cohort, but no statistical association with IH severity was found. A significant number (44.18%) were diagnosed within the first two weeks postpartum. The IHReS was inversely correlated with Apgar scores, with newborns scoring above 8 having a lower IHReS. Treatment with propranolol (1–3 mg/kg/day) was highly effective, resulting in significant lesion regression in most patients. Mild complications included sleep disturbances (12%) and diarrhea (9%). The most affected areas were the face/eyelid (32.55%), limbs (18.6%), and anterior thorax. Additionally, 42% of cases had an IHReS above 4, with multiple hemangiomas increasing severity. Conclusions: IH was common in pre-term and low-birth-weight infants, whereas the maternal comorbidities observed in this small cohort did not show a definitive association, underscoring the need for controlled studies. Early diagnosis, risk stratification, and timely propranolol therapy are crucial in achieving favorable outcomes. Further research is needed to assess long-term effects and evaluate risks of treatment rebound. Full article
(This article belongs to the Section Clinical Diagnosis and Prognosis)
Show Figures

Figure 1

11 pages, 998 KiB  
Case Report
A Case Report: Post-Mortem Pathological Observations of a Fresh Dairy Cow with Type 3 Abomasal Ulcer After Sudden Death
by Greta Šertvytytė, Gabija Lembovičiūtė, Osvaldas Rodaitis, Karina Džermeikaitė, Samanta Arlauskaitė, Justina Krištolaitytė, Akvilė Girdauskaitė, Alius Pockevičius, Arūnas Rutkauskas and Ramūnas Antanaitis
Animals 2025, 15(13), 1969; https://doi.org/10.3390/ani15131969 - 4 Jul 2025
Viewed by 666
Abstract
In dairy cattle, abomasal ulcers are a serious but sometimes disregarded ailment that can have detrimental effects on health and cause financial losses. Due to inconclusive clinical symptoms, abomasal ulcers are typically misdiagnosed and treated improperly. Specialized diagnostic methods should be considered to [...] Read more.
In dairy cattle, abomasal ulcers are a serious but sometimes disregarded ailment that can have detrimental effects on health and cause financial losses. Due to inconclusive clinical symptoms, abomasal ulcers are typically misdiagnosed and treated improperly. Specialized diagnostic methods should be considered to ensure a correct diagnosis and the well-being of cattle. This report focuses on a 4-year-old Holstein-Friesian cow which began her third lactation two weeks before she started showing general clinical signs of an elevated fat–protein ratio in the milk and was diagnosed with an abomasum displacement. The clinical signs can also be mistaken for other conditions such as traumatic reticuloperitonitis and left dislocated abomasum. The patient was brought to the LUHS Large Animal Clinic, and after a short while, sudden death occurred. The autopsy concluded that death had occurred due to hypovolemic shock caused by abomasal ulcer perforation, which caused bleeding into the abomasum and intestines. Also, the type 3 ulcer caused severe peritonitis and anemia, and feed and fibrin could be seen on the outside of organs in the abdomen. Blood clots mixed with feed had formed in the inside of the abomasum and intestinal tract. Based on the work of previous scientific studies, it has been established that the occurrence of ulcers is more frequent in dairy cows during the first four to six weeks of lactation. And the most probable cause could be intensive feeding and dietary changes. Ulcers in the abomasum are very difficult to diagnose, because they require special diagnostic equipment such as an ultrasound or surgical interventions. Due to the similarity with other diseases, this pathological condition of the abomasum is most frequently only identified in post-mortem examinations. Full article
(This article belongs to the Section Veterinary Clinical Studies)
Show Figures

Figure 1

18 pages, 573 KiB  
Review
Challenges, Difficulties, and Delayed Diagnosis of Multiple Myeloma
by Tugba Zorlu, Merve Apaydin Kayer, Nazik Okumus, Turgay Ulaş, Mehmet Sinan Dal and Fevzi Altuntas
Diagnostics 2025, 15(13), 1708; https://doi.org/10.3390/diagnostics15131708 - 4 Jul 2025
Viewed by 978
Abstract
Background: Multiple myeloma (MM) is a heterogeneous plasma cell malignancy with non-specific symptoms and disease heterogeneity at clinical and biological levels. This non-specific set of symptoms, including bone pain, anemia, renal failure, hypercalcemia, and neuropathy, can mislead diagnosis as chronic or benign conditions, [...] Read more.
Background: Multiple myeloma (MM) is a heterogeneous plasma cell malignancy with non-specific symptoms and disease heterogeneity at clinical and biological levels. This non-specific set of symptoms, including bone pain, anemia, renal failure, hypercalcemia, and neuropathy, can mislead diagnosis as chronic or benign conditions, resulting in a delay in diagnosis. Timely identification is paramount to prevent organ damage and reduce morbidity. Methods: In this review, we present an overview of recent literature concerning the factors leading to the delayed diagnosis of MM and the impact of delayed diagnosis. This includes factors relevant to physicians and systems, diagnostic processes, primary healthcare services, and laboratory and imaging data access and interpretation. Other emerging technologies to diagnose NCIs include AI-based decision support systems and biomarker-focused strategies. Findings: Delayed diagnosis can lead to presentation at advanced disease stages associated with life-threatening complications and shorter progression-free survival. Patients are often seen by many physicians before they are referred to hematology. Understanding of clinical red flags for MM in primary care is inadequate. Our findings indicate that limited access to diagnostic tests, inconsistent follow-up of MGUS/SMM patients, and a lack of interdepartmental coordination delay the diagnostic process. Conclusions: Multimodal tools for early diagnosis of MM. Educational campaigns to raise awareness of the disease, algorithms dedicated to routine care and novel technologies, including AI and big data analytics, and new biomarkers may serve this purpose, as well as genomic approaches to the premalignant MGUS stage. Full article
(This article belongs to the Special Issue Recent Advances in Hematology and Oncology)
Show Figures

Figure 1

18 pages, 1726 KiB  
Review
A Contemporary Review of Clinical Manifestations, Evaluation, and Management of Cardiac Complications of Iron Overload
by Ankit Agrawal, Joseph El Dahdah, Elio Haroun, Aro Daniela Arockiam, Ahmad Safdar, Sharmeen Sorathia, Tiffany Dong, Brian Griffin and Tom Kai Ming Wang
Hearts 2025, 6(3), 17; https://doi.org/10.3390/hearts6030017 - 3 Jul 2025
Viewed by 1832
Abstract
Cardiac iron overload is a rare but important adverse consequence of systemic iron overload, marked by the abnormal accumulation of iron in the myocardium. It is most typically caused by hereditary hemochromatosis (mutations in the HFE gene) or secondary iron overload conditions, such [...] Read more.
Cardiac iron overload is a rare but important adverse consequence of systemic iron overload, marked by the abnormal accumulation of iron in the myocardium. It is most typically caused by hereditary hemochromatosis (mutations in the HFE gene) or secondary iron overload conditions, such as transfusion-dependent anemias. Excess iron in the myocardium causes oxidative stress, cardiomyocyte damage, and progressive fibrosis, ultimately leading to cardiomyopathy. Clinical manifestations are diverse and may include heart failure, arrhythmias, and restrictive or dilated cardiomyopathy. Given the worsened prognosis with cardiac involvement, timely diagnosis and management are essential to improve clinical outcomes. This review provides a contemporary overview of the cardiovascular complications associated with iron overload, including clinical manifestations, diagnostic approaches, and treatment options. Full article
Show Figures

Figure 1

23 pages, 2769 KiB  
Article
Exploring CBC Data for Anemia Diagnosis: A Machine Learning and Ontology Perspective
by Amira S. Awaad, Yomna M. Elbarawy, H. Mancy and Naglaa E. Ghannam
BioMedInformatics 2025, 5(3), 35; https://doi.org/10.3390/biomedinformatics5030035 - 2 Jul 2025
Viewed by 833
Abstract
Background: Anemia, a common health disorder affecting populations globally, demands timely and accurate diagnosis for treatment to be effective. The aim of this paper is to detect and classify four types of anemia: hgb, iron-deficiency, folate-deficiency, and B12-deficiency anemia. Methods: This paper proposes [...] Read more.
Background: Anemia, a common health disorder affecting populations globally, demands timely and accurate diagnosis for treatment to be effective. The aim of this paper is to detect and classify four types of anemia: hgb, iron-deficiency, folate-deficiency, and B12-deficiency anemia. Methods: This paper proposes an ontology-enhanced machine learning (ML) framework to classify types of anemia from CBC data obtained from Kaggle, which contains 15,300 patient records. It evaluates the effects of classical versus deep classifiers on imbalanced and oversampled training samples. Tests include KNN, SVM, DT, RF, CNN, CNN+SVM, CNN+RF, and XGBoost. Another interesting contribution is the use of ontological reasoning via SPARQL queries to semantically enrich clinical features with categories like “Low Hemoglobin” or “Macrocytic MCV”. These semantic features were then used in both classical (SVM) and deep hybrid models (CNN+SVM). Results: Ontology-enhanced and CNN hybrid models perform competitively when paired with ROS or ADASYN, but their performance degrades significantly on the original dataset. There were tremendous performance gains with ontology-enhanced models in that Onto-CNN+SVM achieved an F1-score (1.00) for all the four types of anemia under ROS sampling, while Onto-SVM exhibited more than 20% improvement in F1-scores for minority categories like folate and B12 when compared to baseline models, except XGBoost. Conclusions: Ontology-driven knowledge coalescence has been shown to improve classification results; however, XGBoost consistently outperformed all other classifiers across all data conditions, making it the most robust and reliable model for clinically relevant decision-support systems in anemia diagnosis. Full article
Show Figures

Figure 1

20 pages, 2524 KiB  
Review
Skin Signals: Exploring the Intersection of Cancer Predisposition Syndromes and Dermatological Manifestations
by Ilse Gabriela Ochoa-Mellado, Alejandra Padua-Bracho, Paula Cabrera-Galeana and Rosa María Alvarez-Gómez
Int. J. Mol. Sci. 2025, 26(13), 6140; https://doi.org/10.3390/ijms26136140 - 26 Jun 2025
Viewed by 584
Abstract
Cutaneous manifestations can serve as early and sometimes the first clinical indicators in various hereditary cancer predisposition syndromes. This review provides a comprehensive overview of the dermatological signs associated with these syndromes, aiming to facilitate their recognition in clinical practice. Hereditary Breast and [...] Read more.
Cutaneous manifestations can serve as early and sometimes the first clinical indicators in various hereditary cancer predisposition syndromes. This review provides a comprehensive overview of the dermatological signs associated with these syndromes, aiming to facilitate their recognition in clinical practice. Hereditary Breast and Ovarian Cancer syndrome is notably linked to an increased risk of melanoma. BAP1 tumor predisposition syndrome is characterized by BAP1-inactivated melanocytic tumors. Muir–Torre syndrome, a variant of Lynch syndrome, presents with distinctive cutaneous neoplasms such as sebaceous carcinomas, sebaceous adenomas, and keratoacanthomas. PTEN hamartoma tumor syndrome commonly features hamartomatous growths, trichilemmomas, acral keratoses, oral papillomas, and genital lentiginosis. Gorlin syndrome is marked by basal cell carcinomas and palmoplantar pits, while Peutz–Jeghers syndrome is identified by mucocutaneous pigmentation. In familial adenomatous polyposis, the cutaneous findings include epidermoid cysts, fibromas, desmoid tumors, and lipomas. Additionally, we examined monogenic disorders associated with cancer risk and skin involvement, such as xeroderma pigmentosum, neurofibromatosis type 1, familial atypical multiple-mole melanoma syndrome, and Fanconi anemia. The early recognition of these dermatologic features is essential for a timely diagnosis and the implementation of appropriate surveillance strategies in individuals with hereditary cancer syndromes. Full article
Show Figures

Figure 1

15 pages, 868 KiB  
Review
Hematopoietic Stem Cell Transplant in Adult Patients with Fanconi Anemia: A Review
by Bradley Rockwell, Prakriti Ramamurthy, Jhannine Alyssa Verceles, Amanda Lombardo, Amit Verma and Dennis L. Cooper
Diseases 2025, 13(7), 195; https://doi.org/10.3390/diseases13070195 - 25 Jun 2025
Viewed by 807
Abstract
Fanconi anemia (FA) is characterized by faulty DNA repair and is associated with bone marrow failure, acute myeloid leukemia (AML), and myelodysplastic syndrome (MDS). Because of the more widespread use of next-generation sequencing (NGS) and increased testing for germline mutations in young patients [...] Read more.
Fanconi anemia (FA) is characterized by faulty DNA repair and is associated with bone marrow failure, acute myeloid leukemia (AML), and myelodysplastic syndrome (MDS). Because of the more widespread use of next-generation sequencing (NGS) and increased testing for germline mutations in young patients with MDS and AML, FA is increasingly being first diagnosed in adults, many of whom lack classical physical stigmata. Hematopoietic stem cell transplant is the only cure for the hematologic manifestations of FA but there are several unique considerations in FA patients, including first maintaining a high index of suspicion for the diagnosis in patients with minimal phenotypic abnormalities, second an exaggerated sensitivity to alkylating agents and radiation, precluding the use of standard myeloablative conditioning regimens despite the young age of most of the patients, and lastly a marked propensity for squamous cell cancers of the upper aerodigestive tract and anogenital region, likely further increased by the drugs used in conditioning and by chronic inflammation in patients who develop graft-versus-host disease. Despite a growing number of FA patients surviving into adulthood or first being diagnosed with FA as an adult, there is minimal literature describing transplant methodology and outcomes. In the following case-based review of a patient, we incorporate recent findings from the literature on the care of this challenging patient population. Full article
Show Figures

Figure 1

22 pages, 2177 KiB  
Article
BO–FTT: A Deep Learning Model Based on Parameter Tuning for Early Disease Prediction from a Case of Anemia in CKD
by Yuqi Liu, Jiaqing Chen and Molan Wang
Electronics 2025, 14(12), 2471; https://doi.org/10.3390/electronics14122471 - 18 Jun 2025
Viewed by 363
Abstract
Renal anemia (RA) is a common complication of chronic kidney disease (CKD). Patients with prolonged RA may present with nonspecific systemic manifestations, including cold intolerance, fatigue, drowsiness, anorexia, muscle weakness, reduced physical activity, impaired memory and cognitive function, and difficulty concentrating. Although previous [...] Read more.
Renal anemia (RA) is a common complication of chronic kidney disease (CKD). Patients with prolonged RA may present with nonspecific systemic manifestations, including cold intolerance, fatigue, drowsiness, anorexia, muscle weakness, reduced physical activity, impaired memory and cognitive function, and difficulty concentrating. Although previous studies have identified risk factors for anemia development in CKD, challenges remain in early diagnosis and therapeutic intervention. Therefore, we analyzed a dataset of CKD patients with RA from the MIMIC database and used machine learning models to predict whether RA will occur in CKD patients. In addition, an optimized model was designed, and is explained in the article, that tunes the hyperparameters of FT-Transformer (FTT) with the Bayesian optimization (BO) algorithm. The proposed BO–FTT model achieved an accuracy of 91.81%, outperforming the untuned FTT as well as TabNet, Multilayer Perceptron (MLP), and Kolmogorov–Arnold Networks (KAN) that were optimized by the BO algorithm. Full article
Show Figures

Figure 1

Back to TopTop