Enhancing Thrombophilia Risk Prediction Through AI-Based Methodologies.

Thrombophilia, a predisposition to thrombosis, poses significant diagnostic challenges due to its multi-factorial nature, encompassing genetic and acquired factors. Current diagnostic paradigms, primarily relying on a combination of clinical assessment and targeted laboratory tests, often fail to capture the complex interplay of factors contributing to thrombophilia risk. This paper proposes an innovative artificial intelligence (AI)-based methodology aimed to enhance the prediction of thrombophilia risk. The designed multidimensional risk assessment model integrates and elaborates through AI a comprehensive collection of patient data types, including genetic markers, clinical parameters, patient history, and lifestyle factors, in order to obtain advanced and personalized explainable diagnoses.

The Role of Hereditary Thrombophilia Testing in Management of First-Time Pulmonary Embolism.

AIM: Hereditary thrombophilia (HT) testing is frequently conducted during the evaluation of patients with pulmonary embolism (PE). However, the utility of routine HT testing in this setting is unclear. We sought to assess the association of HT with risk of recurrent venous thromboembolism (VTE) following first-time PE. METHODS: We conducted a multi-hospital retrospective study. Two hundred and ninety (290) patients with a first-time PE, who had been tested for HT, completed at least 3 months of therapeutic anticoagulation (AC), subsequently discontinued AC, and were followed for at least 36 months thereafter, were included. RESULTS: HT was present in 48 of the 290 included patients (17%). Median follow-up after discontinuing AC was 61 months (interquartile range, 43-79 months). The overall recurrence rate of VTE during follow-up was 58 per 290 (20%). A total of 47 of 242 patients (19%) in the HT-absent group had a recurrent VTE, compared with 11 of 48 (22%) in the HT-present group. There was no significant difference in VTE-free survival between groups on Kaplan-Meier analysis; the hazard ratio (HR) for VTE recurrence for those with HT compared to those without (HR HT-present: HT-absent) was 1.240 (95% confidence interval [CI] 0.614-2.502; p=0.548). On multivariable analysis, HT was not associated with risk of recurrent VTE (HR 1.262; 95% CI 0.640-2.488), and the only variable associated with VTE recurrence was unprovoked PE (HR 2.954; 95% CI 1.64-5.314). CONCLUSIONS: These findings demonstrate that the presence of HT is not associated with the risk of recurrent VTE following first PE, and support limiting the use of HT testing among patients with first PE.

Triad of cluster-like headaches, hypertension and hypercoagulability a pointer to pheochromocytoma.

We report the case of a middle-aged hypertensive woman presenting to the neurology department with short-lasting episodic headaches for 4 years. She was initially diagnosed and treated with cluster headaches for one year. Following this, she presented with right lower limb arterial claudication. Arterial Doppler of lower limbs showed thrombosis of the bilateral common femoral arteries. Further computed tomography (CT) angiogram of the lower limbs confirmed extensive arterial thrombosis in bilateral lower limbs. The CT angiogram incidentally detected a left adrenal lesion. She had elevated urinary vanillylmandelic Acid and 24-hour metanephrines suggesting the presence of a pheochromocytoma. She was initially medically managed and later underwent left open adrenalectomy. Histopathology examination of the sections proved pheochromocytoma. Postsurgery, the patient's symptoms improved remarkably. This case highlights the importance of diagnosing pheochromocytoma when you encounter a patient with refractory short-lasting headaches, hypertension and hypercoagulability.

Mechanisms of endothelial activation, hypercoagulation and thrombosis in COVID-19: a link with diabetes mellitus.

Early since the onset of the COVID-19 pandemic, the medical and scientific community were aware of extra respiratory actions of SARS-CoV-2 infection. Endothelitis, hypercoagulation, and hypofibrinolysis were identified in COVID-19 patients as subsequent responses of endothelial dysfunction. Activation of the endothelial barrier may increase the severity of the disease and contribute to long-COVID syndrome and post-COVID sequelae. Besides, it may cause alterations in primary, secondary, and tertiary hemostasis. Importantly, these responses have been highly decisive in the evolution of infected patients also diagnosed with diabetes mellitus (DM), who showed previous endothelial dysfunction. In this review, we provide an overview of the potential triggers of endothelial activation related to COVID-19 and COVID-19 under diabetic milieu. Several mechanisms are induced by both the viral particle itself and by the subsequent immune-defensive response (i.e., NF-κB/NLRP3 inflammasome pathway, vasoactive peptides, cytokine storm, NETosis, activation of the complement system). Alterations in coagulation mediators such as factor VIII, fibrin, tissue factor, the von Willebrand factor: ADAMST-13 ratio, and the kallikrein-kinin or plasminogen-plasmin systems have been reported. Moreover, an imbalance of thrombotic and thrombolytic (tPA, PAI-I, fibrinogen) factors favors hypercoagulation and hypofibrinolysis. In the context of DM, these mechanisms can be exacerbated leading to higher loss of hemostasis. However, a series of therapeutic strategies targeting the activated endothelium such as specific antibodies or inhibitors against thrombin, key cytokines, factor X, complement system, the kallikrein-kinin system or NETosis, might represent new opportunities to address this hypercoagulable state present in COVID-19 and DM. Antidiabetics may also ameliorate endothelial dysfunction, inflammation, and platelet aggregation. By improving the microvascular pathology in COVID-19 and post-COVID subjects, the associated comorbidities and the risk of mortality could be reduced.

Inpatient thrombophilia workup; does hematology consult prevent unnecessary testing?

Hypercoagulable disorders are best described as a group of acquired and hereditary conditions that increase the risk for the development of thrombi within veins or arteries. In the setting of an unprovoked venous thromboembolism, common practice in the inpatient setting has been further investigation via a thrombophilia workup to establish an underlying cause. Current Hematology-Oncology guidelines argue against inpatient workup as the results rarely influence inpatient management. Following American Society of Hematology guidelines (Middledorp), the current study found that only 15% (11/72) of patients met appropriate criteria for thrombophilia testing. There was no relationship between appropriate thrombophilia testing and diagnosis of thrombophilia or initiation of anticoagulation. There was a relationship between appropriate thrombophilia testing and Hematology-Oncology consultation. This demonstrates the need for expert consultation if thrombophilia testing is being considered. The current study provides more evidence that a strong recommendation against inpatient testing should be made as testing does not aid in diagnosis or change management and is an overutilization of healthcare resources.

Investigating the Impact on Long-Term Outcomes and the Necessity of Hereditary Thrombophilia Screening in Presumed or Perinatal Arterial Ischemic Stroke.

This study aimed to investigate the influence of prothrombotic risk factors on long-term outcomes of patients with perinatal arterial ischemic stroke. The study was conducted through an analysis of monitoring results that were regularly maintained for approximately 20 years at a tertiary stroke-monitoring center. The study assessed prothrombotic risk factors, radiological area of involvement, clinical presentation, treatments, clinical outcomes, and long-term outcomes of the 48 patients included in the study, with a mean monitoring time of 77.6 ± 45.7 months (range: 6-204). Our results showed that the presence of prothrombotic risk factors did not affect long-term outcomes. However, patients with middle cerebral artery infarction had the highest risk of developing cerebral palsy, whereas those with presumed stroke had the highest risk of developing epilepsy. This study suggests that prothrombotic risk factors should not be evaluated during the acute stage unless there is a strong suspicion of the patient's history, and prevention or early diagnosis of presumed stroke patients will positively impact their long-term prognosis.

Do we need more guidance on thrombophilia testing? Challenges and special considerations.

INTRODUCTION: Thrombophilia testing (TT) is a laboratory procedure designed to detect the risk factors involved in the pathogenesis of vascular occlusions. The role of TT is also controversial because it has a limited impact on the choice and duration of antithrombotic treatments. AREAS COVERED: We reviewed, by examining MEDLINE up to October 2023. Accepted and not accepted thrombophilia markers are discussed along with the appropriateness or not of prescribing TT in several conditions such as: provoked and unprovoked venous thromboembolism (VTE), women who are planning a pregnancy whose relatives had VTE or have a hereditary thrombophilia, before assumption of estro-progestins, after multiple pregnant loss, arterial thrombosis, retinal vein occlusion, and splanchnic vein thrombosis. EXPERT OPINION: TT is not essential in the management of VTE, but it may be useful for limiting adverse events in case of thrombophilia. We expose our criticism of items afforded by other guidelines by presenting our opinion based on both the scientific evidence and clinical practice. We also deal with common mistakes in prescribing and interpretations of TT hoping to purpose an educational approach on this topic. Finally, we emphasize the creation of the expert in hemostasis and thrombosis who should be present in every hospital.

D-Dimer Trends Predict Recurrent Stroke in Patients with Cancer-Related Hypercoagulability.

INTRODUCTION: In patients with cancer-associated hypercoagulability (CAH)-related stroke, D-dimer trends after anticoagulant therapy may offer a biomarker of treatment efficacy. The purpose of this study was to clarify the association between D-dimer trends and recurrent stroke after anticoagulant therapy in patients with CAH-related stroke. METHODS: We performed retrospective cohort study of consecutive patients with CAH-related stroke at two stroke centers from 2011 to 2020. The ratio of posttreatment to pretreatment D-dimer levels (post/pre ratio) was used as an indicator of D-dimer trends after anticoagulant therapy. Fine-Gray models were used to evaluate the association between post/pre ratio and recurrent stroke. RESULTS: Among 360 acute ischemic stroke patients with active cancer, 73 patients with CAH-related stroke were included in this study. Recurrent stroke occurred in 13 patients (18%) during a median follow-up time of 28 days (interquartile range, 11-65 days). Multivariate analysis revealed that high post/pre ratio was independently associated with recurrent stroke (per 0.1 increase: hazard ratio 2.20, 95% confidence interval 1.61-3.01, p = 0.012). CONCLUSION: D-dimer levels after anticoagulant therapy were associated with recurrent stroke in CAH-related stroke patients. Patients with neutral trends in high D-dimer levels after anticoagulant therapy were at high risk of recurrent stroke.

Applications of Viscoelastic Testing in Breast Cancer Patients: A Systematic Review Focusing on Hypercoagulability and Free Flap Thrombosis.

Viscoelastic testing is a clinically available method to assess hypercoagulability. This systematic review aims to provide a comprehensive overview of the existing literature and the potential use of such testing in patients with breast cancer. A systematic literature search for studies investigating the application of viscoelastic testing for patients with breast cancer was conducted. Studies were included as long as they were original, peer-reviewed, and in the English language. Studies were excluded if they were review articles, did not include breast cancer patients, or if the full text was unavailable. This review identified 10 articles that met the inclusion criteria. Two of the studies utilized rotational thromboelastometry, and an additional four studies used thromboelastography, to assess hypercoagulability in patients with breast cancer. Three of the identified articles discussed the use of thromboelastometry in free flap breast reconstruction for patients with breast cancer. One study was a retrospective chart review looking at thromboelastography and microsurgical breast reconstruction. Current literature regarding the application of viscoelastic testing in breast cancer and free flap breast reconstruction is limited, with no randomized trials thus far. However, some studies suggest that there may be potential utility in viscoelastic testing to assess risk for thromboembolism in breast cancer patients, and future research in this area is warranted.

The dos, don'ts, and nuances of thrombophilia testing.

Considerable progress has been made in elucidating genetic and biologic risk factors for venous thromboembolism (VTE). Despite being able to identify heritable defects in a substantial proportion of patients with VTE, testing has not, in general, proven useful in management. Despite efforts to reduce inappropriate testing, it often falls to the hematologist to consult on patients having undergone thrombophilia testing. Through a series of cases, we discuss how D-dimer testing can be helpful in VTE recurrence risk stratification in younger women as well as how to approach patients with persistently elevated D-dimer levels in the absence of thrombosis. While elevated factor VIII coagulant activity levels are a significant risk factor for a first episode of VTE, its biologic basis is not fully understood, and studies have not shown it to be a useful predictor of recurrence. Abnormal results of genetic tests for methylene tetrahydrofolate reductase or plasminogen activator 1 promoter polymorphisms may be encountered, which carry little if any thrombotic risk and should never be ordered. We also discuss protein S deficiency, the most difficult of the hereditary thrombophilias to diagnose due to a wider "normal" range in the general population as compared with protein C, the presence of both free and bound forms in plasma, and the characteristics of the various assays in use. We also present a rare type of protein C deficiency that can be missed by functional assays using an amidolytic rather than a clotting end point.

A Rare Case with Pulmonary Embolism and Literature Review.

BACKGROUND: Pulmonary embolism is rare in children, and most of them have high-risk factors, such as antiphospholipid syndrome, intravenous catheterization, fracture bed rest, etc. For children with pulmonary embolism without clear inducement, hereditary thrombophilia should be considered. Genetic protein S deficiency (PSD) is a kind of thrombophilia, which is caused by the mutation of PROS 1 gene, resulting in an increased tendency to thrombosis. METHODS: The diagnosis of the two cases was made after detecting based on Thrombophilia screening and Sanger sequencing in clinical laboratory. RESULTS: Sanger sequencing found that case 2 and case 1 genotypes were the same, case 1 sister and grandfather carried c.200a>c (p.e67a) mutation, and case 1 aunt and grandmother did not carry PROS1 gene mutation. Case 1 received anticoagulation therapy for 3 months, and case 2 also received anticoagulation therapy for 3 months. During the 1 year follow-up, no new thrombotic events and no adverse reactions such as bleeding were observed in both patients. CONCLUSIONS: For children with pulmonary embolism without clear risk factors, PSD should be considered, and protein S activity should be tested before receiving anticoagulant drugs.

[Genetic predisposition to early-onset thrombophilia: a study on challenges in personalized medicine for mothers, infants, and children].

The number of reports on genetic predisposition to pediatric thrombosis is increasing. The risk of thrombosis in childhood varies according to patient age, and the contribution of genetic predisposition also differs. The term early-onset thrombophilia, which occurs until the age of 20 years in patients with genetic diagnosis, was defined. Then, the registry in Japan was established. Further, publications were reviewed comprehensively, and results revealed the genetic and clinical characteristics of patients. Less than 60% of patients presented with protein C (PC) deficiency, and over half of them had PC-gene monoallelic variants. The number of patients with protein S or antithrombin deficiency increased with age. None of them were aged between 6 and 8 years. PC-Tottori and protein S-Tokushima, which are high-frequency and low-risk variants in Japanese, contributed to the development of thrombosis. However, PC-Tottori did not affect the development of severe PC deficiency. One exceptional de novo PC-deficient variant was identified in 32 EOT families, and thrombosis developed concurrently in three pairs of mothers-newborns. Appropriate EOT screening tests targeting PC deficiency are required to prevent maternal and neonatal thromboses.

As trombofilias na perda gestacional de repetição: uma revisão de prevalência e condutas / Thrombophilias in recurrent pregnancy loss: a review of prevalence and conduct

Objetivo: Discutir o papel das trombofilias na perda gestacional de repetição, com foco em prevalência/associação dessas patologias com perdas de repetição e seu tratamento, por meio de resultados de ensaios clínicos, revisões sistemáticas e metanálises. Métodos: Trata-se de uma revisão não sistemática de artigos publi- cados nas bases eletrônicas PubMed, Cochrane e SciELO nos últimos cinco anos, utilizando os seguintes descritores: "recurrent pregnancy loss", "recurrent abortion", "habitual abortion", "thrombophilia", "antiphospholipid syndrome" e "treatment". Resultados: A maioria dos estudos relatou forte associação entre os anticorpos antifosfolípides específicos e a síndrome do anticorpo antifosfolípide com perda gestacional de repetição. Mulheres portadoras da mutação do fator V de Leiden, mutação do gene da protrombina e deficiência de proteína S apresentaram alto risco de perda gestacional de repetição em uma grande revisão sistemática. Estudos recentes demonstraram taxas de prevalência das trombofilias hereditárias e da síndrome do anticorpo antifosfolípide, em mulheres com perda gestacional de repetição, semelhantes às da população em geral. Os estudos atuais endossam o uso da heparina associada à aspirina em mulheres com síndrome do anticorpo antifosfolípide, com aumento da taxa de nascidos vivos, mas sem diferença em re- lação às complicações obstétricas. Conclusão: Apesar de novos estudos demons- trarem que a prevalência das trombofilias hereditárias e adquiridas em mulheres com perda gestacional de repetição é semelhante à da população em geral, reco- menda-se a pesquisa rotineira de síndrome do anticorpo antifosfolípide nessas pacientes. O uso de aspirina em baixas doses associada à heparina é a intervenção farmacológica de primeira linha para a prevenção de perda gestacional de repeti- ção em pacientes com síndrome do anticorpo antifosfolípide.

Objective: To discuss the role of thrombophilias in recurrent pregnancy loss, focu- sing on the prevalence/association of these pathologies with recurrent abortion and treatment, through results of clinical trials, systematic reviews and meta-analyses. Methods: This is a non-systematic review of articles published in electronic databa- ses PubMed, Cochrane, SciELO in the last five years, using the following descriptors: "recurrent pregnancy loss", "recurrent abortion", "habitual abortion", "thrombophilia", "antiphospholipid syndrome", and "treatment". Results: Most studies have reported a strong association between specific antiphospholipid antibodies and antiphospho- lipid antibody syndrome with recurrent pregnancy loss. Women carrying the factor V Leiden mutation, prothrombin gene mutation, and protein S deficiency were shown to be at high risk of recurrent pregnancy loss in a large systematic review. Recent studies have shown prevalence rates of hereditary thrombophilias and antiphospholipid antibody syndrome, in women with re- current pregnancy loss, similar to those of the general po- pulation. Current studies endorse the use of heparin plus aspirin in women with antiphospholipid antibody syndrome, with an increase in live birth rate, but with no difference in obstetric complications. Conclusion: Although new studies demonstrate that the prevalence of hereditary and acquired thrombophilias in women with recurrent pregnancy loss is si- milar to that of the general population, routine investigation of antiphospholipid antibody syndrome in these patients is recommended. The use of low-dose aspirin plus heparin is the first-line pharmacological intervention for the prevention of recurrent pregnancy loss in patients with antiphospholipid antibody syndrome.

Endothelial dysfunction, thrombophilia, and nailfold capillaroscopic features in livedoid vasculopathy.

BACKGROUND: Livedoid vasculopathy (LV) is a rare, disabling disease characterized by painful ulcers, livedo reticularis and atrophy blanche. Hypercoagulation, endothelial, and microcirculatory dysfunction are believed to be responsible for the pathogenesis of this difficult-to-treat disease. OBJECTIVES: This study sought to investigate the frequency of endothelial dysfunction, hypercoagulability, and nailfold capillaroscopic features in LV patients to shed light on its etiology. METHODS: This case-control study included 16 patients with LV, 24 with systemic sclerosis (SSc), and 23 control subjects. Serum markers of endothelial dysfunction soluble endoglin, endocan, endothelin-1, lipoprotein a, plasminogen activator inhibitor-1 (PAI-1), soluble thrombomodulin, and von Willebrand factor were measured using enzyme-linked immunosorbent assays. Flow-mediated dilation and carotid intima-media thickness were examined as markers of endothelial dysfunction, and microcirculation was assessed with nailfold capillaroscopy. Thrombophilia-related parameters, including gene polymorphisms of factor V Leiden, prothrombin, PAI-1 genes, methylenetetrahydrofolate reductase (MTHFR) and factor XIII mutation and serum levels of protein C, protein S, antithrombin, homocysteine, D-dimer and antiphospholipid antibodies were investigated in LV patients. RESULTS: Plasminogen activator inhibitor-1 and soluble thrombomodulin levels were significantly higher in LV patients compared to control subjects (2.3 [2.05-2.79] ng/ml vs. 1.89 [1.43-2.33] ng/ml, p = 0.007; 1.15 [0.88-1.4] ng/ml vs. 0.76 [0.56-0.9] ng/ml, p = 0.004, respectively). Flow-mediated dilation was 25.4 % lower in the LV patients compared to the control group (14.77 % [11.26-18.26] vs. 19.80 % [16.47-24.88], p = 0.034). Capillaroscopic features, including ramifications (75 % vs. 8.7 %, p < 0.001), avascular areas (25 % vs. 0 %, p = 0.011) and dilatations (33.2 % vs. 0 %, p = 0.016), were significantly higher in LV patients than in controls. LV patients had multiple biochemical or genetic abnormalities related to thrombophilia, including heterozygous factor V Leiden mutations (6.3 %), MTHFR (C677T) mutations (heterozygous 43.8 %, homozygous 18.8 %), MTHFR (A1298C) mutations (heterozygous 37.5 %, homozygous 12.5 %), factor XIII heterozygous mutation (12.5 %), antithrombin deficiency (31.3 %), protein S deficiency (12.5 %), hyperhomocysteinemia (31.3 %), D-dimer elevation (25 %), anti-ß2-glycoprotein I (12.5 %), lupus anticoagulant antibodies (6.3 %), and anticardiolipin antibodies (6.3 %). CONCLUSIONS: In conclusion, LV patients were characterized by an increased presence of thrombophilia-related parameters, and also exhibited vascular endothelial and microcirculatory dysfunction, resembling SSc. These findings support the complex interaction of thrombophilia, endothelial dysfunction, and microcirculation dysregulation in the pathogenesis of LV. Thus, the treatment of LV patients should be individualized, based on the identification of the predominant pathological pathways.

Low value of inherited thrombophilia testing among patients with stroke or transient ischemic attack: A three-year retrospective study.

BACKGROUND/PURPOSE: Inherited thrombophilia testing in the acute inpatient setting is controversial and expensive, and rarely changes clinical management. We evaluated ordering patterns and results of inpatient inherited thrombophilia testing for patients who presented with an isolated acute ischemic stroke or transient ischemic attack (TIA) without concurrent venous thromboembolism. METHODS: We retrospectively analyzed patients admitted for acute ischemic stroke or TIA between January 1st, 2019 and December 31st, 2021 at Thomas Jefferson University Hospitals in Philadelphia, PA and who underwent inherited thrombophilia testing during the hospital admission. Charts were reviewed to determine stroke risk factors, test results, and clinical management. RESULTS: Among 2108 patients admitted for acute ischemic stroke or TIA (including branch and central retinal artery occlusions) during the study period, the study included 249 patients (median age 49.0 years, 50.2% female) who underwent inpatient testing for factor V Leiden, prothrombin G20210A variant, hyperhomocysteinemia, PAI-1 elevation, and deficiencies of protein C and S and antithrombin. 42.2% of patients had at least one abnormal test, and among the 1035 tests ordered, 14.3% resulted abnormal. However, 28% of abnormal tests were borderline positive antigen or activity assays that likely represented false positives. There was no significant difference in the likelihood of a positive test among patients without stroke risk factors vs those with risk factors (47.1% vs 40.9%, P = .428), nor any significant difference between those under vs over age 50 years (45.7% vs 38.3%, P = .237). No patients with an abnormal result had their clinical management changed as a result. Charges for the tests totaled $468,588 USD. CONCLUSIONS: Inherited thrombophilia testing in the hospital immediately following isolated acute arterial ischemic stroke or TIA was associated with high rates of likely false positive results and was expensive. Positive results did not change clinical management in a single case.

Thrombophilia gene mutations predict venous thromboembolism in ambulatory cancer patients receiving chemotherapy.

BACKGROUND: Inherited thrombophilia and cancer both independently increase the risk of venous thromboembolism (VTE). However, whether the increased VTE risk associated with inherited thrombophilia exists in cancer patients is less clear. OBJECTIVES: Our objective was to determine the influence of inherited thrombophilia on VTE and bleeding risk in moderate-to-high-risk ambulatory cancer patients receiving chemotherapy. METHODS: We conducted a post hoc analysis using blood samples from patients enrolled in the AVERT trial to determine if previously recognized thrombophilia gene mutations (prothrombin factor [F] II G20210A, FXI, fibrinogen gamma, serpin family A member 10, FV K858R, FXIII, FV Leiden [FVL], and ABO blood) were associated with VTE or bleeding during the 7-months after starting chemotherapy. Logistic regression was used to compare heterozygous and homozygous mutations (combined) to wild-type. VTE rates, bleeding rates, and risk differences for mutations stratified by prophylactic anticoagulation use were calculated. RESULTS: Of the 447 patients, there were 39 VTE and 39 bleeding events. The odds of VTE were significantly increased with FVL mutation and non-O blood type (odds ratio [OR]: 5.2; 95% CI: 1.9-14.7 and OR: 2.7; 95% CI: 1.2-6.1, respectively). The use of anticoagulation prophylaxis resulted in complete protection in FVL patients, whereas those not receiving anticoagulation had a VTE rate of 119 per 100 patient-years. Lower VTE rates were also observed in non-O blood type patients taking prophylactic anticoagulation. No other thrombophilia genes tested were significantly associated with VTE or bleeding. CONCLUSION: Our results indicate that FVL mutation and ABO blood type may be important VTE predictors in cancer patients starting chemotherapy.