Unlocking the complete blood count as a risk stratification tool for breast cancer using machine learning: a large scale retrospective study.

Optimizing early breast cancer (BC) detection requires effective risk assessment tools. This retrospective study from Brazil showcases the efficacy of machine learning in discerning complex patterns within routine blood tests, presenting a globally accessible and cost-effective approach for risk evaluation. We analyzed complete blood count (CBC) tests from 396,848 women aged 40-70, who underwent breast imaging or biopsies within six months after their CBC test. Of these, 2861 (0.72%) were identified as cases: 1882 with BC confirmed by anatomopathological tests, and 979 with highly suspicious imaging (BI-RADS 5). The remaining 393,987 participants (99.28%), with BI-RADS 1 or 2 results, were classified as controls. The database was divided into modeling (including training and validation) and testing sets based on diagnostic certainty. The testing set comprised cases confirmed by anatomopathology and controls cancer-free for 4.5-6.5 years post-CBC. Our ridge regression model, incorporating neutrophil-lymphocyte ratio, red blood cells, and age, achieved an AUC of 0.64 (95% CI 0.64-0.65). We also demonstrate that these results are slightly better than those from a boosting machine learning model, LightGBM, plus having the benefit of being fully interpretable. Using the probabilistic output from this model, we divided the study population into four risk groups: high, moderate, average, and low risk, which obtained relative ratios of BC of 1.99, 1.32, 1.02, and 0.42, respectively. The aim of this stratification was to streamline prioritization, potentially improving the early detection of breast cancer, particularly in resource-limited environments. As a risk stratification tool, this model offers the potential for personalized breast cancer screening by prioritizing women based on their individual risk, thereby indicating a shift from a broad population strategy.

Identifying patients at risk for myasthenic crisis with hemogram and inflammation-related laboratory parameters - a pilot study.

Background: Myasthenia gravis (MG) is a rare autoimmune disease characterized by fatigable weakness of the voluntary muscles and can exacerbate to life-threatening myasthenic crisis (MC), requiring intensive care treatment. Routine laboratory parameters are a cost-effective and widely available method for estimating the clinical outcomes of several diseases, but so far, such parameters have not been established to detect disease progression in MG. Methods: We conducted a retrospective analysis of selected laboratory parameters related to inflammation and hemogram for MG patients with MC compared to MG patients without MC. To identify potential risk factors for MC, we applied time-varying Cox regression for time to MC and, as a sensitivity analysis, generalized estimating equations logistic regression for the occurrence of MC at the next patient visit. Results: 15 of the 58 examined MG patients suffered at least one MC. There was no notable difference in the occurrence of MC by antibody status or sex. Both regression models showed that higher counts of basophils (per 0.01 unit increase: HR = 1.32, 95% CI = 1.02-1.70), neutrophils (per 1 unit increase: HR = 1.40, 95% CI = 1.14-1.72), potentially leukocytes (per 1 unit increase: HR = 1.15, 95% CI = 0.99-1.34), and platelets (per 100 units increase: HR = 1.54, 95% CI = 0.99-2.38) may indicate increased risk for a myasthenic crisis. Conclusion: This pilot study provides proof of the concept that increased counts of basophils, neutrophils, leukocytes, and platelets may be associated with a higher risk of developing MC in patients with MG.

The relationship between posttonsillectomy bleeding to hemogram and coagulation parameters.

PURPOSE: Tonsillectomy is a common surgery performed for indications such as chronic tonsilitis, tonsil hypertrophy and obsructive sleep apnea. Although posttonsillectomy bleeding (PTB) is rare and can be controlled with simple interventions in many patients, it is one of the most feared complications of tonsillectomy surgery. In our study, we investigated the effects of changes in hemogram and coagulation values and seasonal effects on PTB. METHODS: Pediatric and adult patients who underwent tonsillectomy with cold knife method between August 2020 and August 2023 in our clinic were retrospectively reviewed. Demographic data, hemogram and coagulation values of the patients in the control and study groups were recorded and the differences between the two groups in terms of these parameters were evaluated. RESULTS: Our study included 991 patients aged 1-51 years. The rate of PTB was calculated as 2.82%. No patient with primary PTB was found. The duration of bleeding development was 7.03 days. Age, WBC and neutrophil values were statistically significantly higher in the study group. There were no significant differences between two groups in terms of gender, season and other hemogram and coagulation parameters. CONCLUSIONS: Age, high WBC and neutrophil levels were determined as possible risk factors for PTB. Seasonal and gender distribution, aPTT and INR values were similar in the two groups. In order to prevent and predict bleeding, detailed infection investigation should be performed and the risk of bleeding should be considered to increase with increasing age.

Evaluation of Hemogram Parameters in the Diagnosis of Pulmonary Embolism: Immature Granulocytes and Other New Tips.

Pulmonary embolism (PE) is an important cause of sudden death and is difficult to diagnose. Therefore unnecessary radiological investigations are often resorted to. Although some inflammatory parameters in the hemogram have been found to play a role in the diagnosis of PE, many parameters have not been adequately investigated. We aimed to evaluate potential inflammatory parameters in hemogram in the diagnosis of PE and to determine the parameters with the highest diagnostic value. This single-center, retrospective study was performed by evaluating 114 cases with suspected PE admitted to the emergency department between January 2017 and June 2022. Among 114 cases, 62 cases with a definitive diagnosis of PE by pulmonary computed tomography angiography served as the PE group and 52 cases without PE served as the control group. Admission hemogram parameters of both groups were recorded. Potential chronic diseases and acute conditions affecting hemogram were excluded from the study. In the multivariate model; immature granulocyte (IG), neutrophil/lymphocyte ratio (NLR), monocyte % and platelet large cell ratio (P-LCR) were found to be significantly and independently effective in differentiating cases with and without PE (P˂.05). Our findings suggest that high IG, high NLR, high monocyte %, and low P-LCR values have diagnostic value in cases with suspected PE. However the usability of IGs in the diagnosis of PE is a new finding. Hemogram is cheap, easily accessible, and potential inflammatory biomarkers in hemograms may increase physicians' awareness in the diagnosis of PE.

Exploring the Involvement of Cytokines in Pediatric Patients Afflicted by Simple Febrile Seizures: A Case-Control Study.

AIM: Most children under six with seizures experience febrile seizures (FS), which occur with a temperature of 38°C or higher and no apparent infectious or metabolic causes. FS has a multifaceted etiology, involving genetic and environmental factors. This study aimed to explore the connection between the cytokine system (part of the immune system related to inflammation) and FS to uncover potential relationships. METHOD: This research was carried out on 50 patients experiencing FS and 25 patients experiencing only fever served as cases and controls, respectively. The patient's blood was obtained under sterile circumstances from the antecubital/femoral vein as soon as feasible following the commencement of seizures. The complete hemogram analysis was done using the Mindray BC-5800 auto hematology analyzer (Mindray Medical International Limited, Shenzhen, China). RESULT: The cases group had significantly higher interleukin-4 (IL-4) concentrations (292.85 pg/mL) than controls (81.04 pg/mL), indicating a statistically significant difference (p<0.05), respectively. In the current research, case participants had a significantly lower mean level of interleukin-6 (IL-6) than control participants. The average IL-6 concentration in cases was 28.00 pg/mL, whereas in controls was 93.09pg/mL. Patients with FS have an important function for the cytokine network to perform. CONCLUSION: The findings showed a significant difference in cytokine concentrations between patients with FS and control subjects, highlighting a potential link between the cytokine system and FS. Additionally, lower levels of IL-6 in case participants suggest a complex role of cytokines in FS, emphasizing the importance of the cytokine network in this condition.

The Importance of hematological parameters in the prognosis of patients with severe COVID-19, A single-center retrospective study.

Background: Inflammation biomarkers known as acute phase reactants (APRs) show significant variations in serum concentrations during inflammation brought on by both viral and noninfectious diseases. The erythrocyte sedimentation rate (ESR), the C-reactive protein (CRP), the lactate dehydrogenase (LDH), the ferritin, the fibrinogen, the procalcitonin, the D-dimer, and the troponin I are all significant APRs. During inflammation, the serum levels of each of these positive APRs rise. The sensitivity and specificity of hematologic parameters and indices are as high as the inflammatory biomarkers mentioned above for monitoring disease severity and treatment response. Aim: We aimed to evaluate the differences in hematological parameters and indices, and to reveal their treatment and prognostic values, especially in deceased patients with COVID-19. Materials and Methods: The hemogram parameters of 169 critical patients with COVID-19 (125 males and 44 females) who received inpatient treatment at ….between 1 March 2020 and 31 December 2021 were analyzed retrospectively. The patients were divided into two groups-deceased (77) and surviving (92)-noting demographic data such as age and gender. All analyses were performed using SPSS 25.0. Results: Analyses of the hematological parameters used during the treatment processes revealed statistically significant differences between the two patient groups. White blood cell (WBC), neutrophil, and neutrophil-to-lymphocyte ratio (NLR) values were significantly higher (P = 0.019, P = 0.000 and P = 0.000, respectively) for deceased subjects, while lymphocyte, platelet and plateletcrit (PCT) values were significantly lower (for all values, P = 0.000). Platelet volume (MPV) and platelet distribution width (PDW), as well as MPV/PLT, PDW/PLT, MPV/PCT, and PDW/PCT, levels were significantly higher in deceased subjects (P = 0.000). Particularly in our deceased cases, receiver operating characteristic analyses were performed to reveal the importance of such analyses in prognostic status evaluation in COVID-19 since the hematological parameters are quite different. Cut-off values were determined for each parameter, and sensitivity and specificity ratios were calculated. While the sensitivities of MPV/PLT, PDW/PLT, MPV/PCT, and PDW/PCT indices are over 80%, neutrophil and white blood cell sensitivities were found to be lower (74%, 68.8%, respectively). Conclusion: In addition to NLR, which is an important biomarker, the hematological indices MPV/PLT, PDW/PLT, MPV/PCT, and PDW/PCT can be used to determine the risk of death in patients with severe COVID-19.

Comparison between Hematology and Serum Biochemistry of Qinling and Sichuan Giant Panda (Ailuropoda melanoleuca qinlingensis and sichuanensis).

Giant pandas are the flagship species in world conservation, and include two subspecies, Ailuropoda melanoleuca qinlingensis (A. m. qinlingensis) and Ailuropoda melanoleuca sichuanensis (A. m. sichuanensis). Hematology and serum biochemistry studies are crucial to protecting giant pandas. Even though research on hematology and serum biochemistry are well-established in A. m. sichuanensis, research in A. m. qinlingensis is scarce. The study aimed to (1) establish a baseline for hemogram and reference intervals (RIs) for hematological and serum biochemical parameters in A. m. qinlingensis, (2) assess the possible variations in these parameters of A. m. qinlingensis based on age, gender, and storage condition of blood samples, and (3) compare the parameters to those of A. m. sichuanensis. Blood samples (n = 42) were collected from healthy A. m. qinlingensis (n = 21) housed in Shaanxi (Louguantai) Rare Wildlife Rescue and Breeding Research Center, and hematological (n = 25) and serum biochemical parameters (n = 18) were analyzed in March and December of 2019. The results showed no significant abnormality in the blood smears of all individuals in this study, except for a few serrated red blood cells, platelet aggregations, and occasionally giant platelets. Between sub-adult and adult A. m. qinlingensis, there were significant differences in five hematological and one serum biochemical parameter (p < 0.05), whereas six serum biochemical parameters were present when α = 0.1 (p < 0.1). Gender influenced % NEU, % LYM, % EOS, LYM, EOS, GGT, and CHOL of A. m. qinlingensis. The majority of the hematological and serum biochemical parameters of A. m. qinlingensis were different from those of A. m. sichuanensis regarding age and gender. The anticoagulant whole blood samples of A. m. qinlingensis stored at 2-8 °C for 24 h and the serum samples stored at -18 °C for 48 h had little influence on the values of hematological and serum biochemical parameters. In conclusion, this study provided a baseline of hemogram and established RIs for hematological and serum biochemical parameters of A. m. qinlingensis. RIs of A. m. sichuanensis reported before were not completely fit for A. m. qinlingensis, and age, gender, or the storage condition of blood samples influenced some of the parameters of A. m. qinlingensis. To the authors' knowledge, this is the first report of a hemogram baseline and RIs for hematological and serum biochemical parameters of A. m. qinlingensis.

A machine learning tool for the diagnosis of SARS-CoV-2 infection from hemogram parameters.

Monocytes and neutrophils play key roles in the cytokine storm triggered by SARS-CoV-2 infection, which changes their conformation and function. These changes are detectable at the cellular and molecular level and may be different to what is observed in other respiratory infections. Here, we applied machine learning (ML) to develop and validate an algorithm to diagnose COVID-19 using blood parameters. In this retrospective single-center study, 49 hemogram parameters from 12,321 patients with clinical suspicion of COVID-19 and tested by RT-PCR (4239 positive and 8082 negative) were analysed. The dataset was randomly divided into training and validation sets. Blood cell parameters and patient age were used to construct the predictive model with the support vector machine (SVM) tool. The model constructed from the training set (5936 patients) achieved an accuracy for diagnosis of SARS-CoV-2 infection of 0.952 (95% CI: 0.875-0.892). Test sensitivity and specificity was 0.868 and 0.899, respectively, with a positive (PPV) and negative (NPV) predictive value of 0.896 and 0.872, respectively (prevalence 0.50). The validation set model (4964 patients) achieved an accuracy of 0.894 (95% CI: 0.883-0.903). Test sensitivity and specificity was 0.8922 and 0.8951, respectively, with a positive (PPV) and negative (NPV) predictive value of 0.817 and 0.94, respectively (prevalence 0.34). The area under the receiver operating characteristic curve was 0.952 for the algorithm performance. This algorithm may allow to rule out COVID-19 diagnosis with 94% of probability. This represents a great advance for early diagnostic orientation and guiding clinical decisions.

The CD19+ B cell as a marker for the febrile children infected with influenza A and Omicron variant.

H3N2 and Omicron are common pathogens of respiratory infections in children. This study aimed to explore dynamic changes of lymphocyte subsets and the diagnostic value of CD19+ B cell in children infected with influenza A and Omicron. One hundred and sixty-five in-patients with H3N2, 175 in-patients with Omicron variant, and 50 age-matched healthy children from Children's Hospital of Soochow University were included in this study. The participants underwent 13 respiratory pathogens by DNA polymerase chain reaction (PCR), sputum culture, severe acute respiratory syndrome coronavirus 2 (SARS-COV-2) DNA PCR, routine blood, and lymphocyte subset assays within 24 h of admission. The neutrophils, neutrophil-to-lymphocyte ratio, and monocyte-to-lymphocyte ratio in the H3N2 and Omicron groups were significantly higher than in the control groups (p < 0.05). However, the lymphocytes and eosinophils in the H3N2 and Omicron groups were lower than the control groups (p < 0.05). The CD3+ T cell, CD3+ CD4+ T cell, CD3+ CD8+ T cell, CD3- CD19+ B cell, and natural killer cell were lower in the H3N2 and Omicron groups than in the control group (p < 0.05). The CD3- CD19+ cell in the Omicron group was higher than that in the H3N2 group but lower than that in the control group (p < 0.05). In addition, CD3- CD19+ cell had good diagnostic value for H3N2 (area under the receiver operating characteristic curve = 0.902, p < 0.05). The children with H3N2 were more likely to have lower lymphocytes than children with Omicron. Additionally, B-cell count had good diagnostic value for H3N2.

Hemogram-Derived Ratios in the Prognosis of Acute Diverticulitis.

Background and Objectives: It is crucial to quickly identify those patients who need immediate treatment in order to avoid the various complications related to acute diverticulitis (AD). Although several studies evaluated the neutrophil-to-lymphocyte ratio (NLR) suggesting its predictive value in assessing the severity of AD, results have been inconclusive. Therefore, we aimed to assess the relationship between the neutrophil-to-lymphocyte ratio (NLR), the platelet-to-lymphocyte ratio (PLR), the monocyte-to-lymphocyte ratio (MLR), and systemic immune inflammation (SII) with the severity of AD, the ability to predict the presence or absence of complications, and the recurrence rate, based on the values of inflammatory markers. Materials and Methods: We retrospectively reviewed 147 patients diagnosed with AD between January 2012 to February 2023. Patients were divided into 2 groups, uncomplicated and complicated AD. The characteristics and full blood count between both groups were compared. Results: A total of 65 (44.22%) patients were classified as having complicated AD. The area under the ROC curve (AUROC) defining a Hinchey score ≥ 1b was as follows: SII, 0.812 (95% confidence interval (CI), 0.73 -0.888); NLR, 0.773 (95% CI, 0.676-0.857); PLR, 0.725 (95% CI, 0.63-0.813); MLR: 0.665 (95% CI, 0.542 -0.777). An SII cutoff value of > 1200 marked the highest yield for diagnosing complicated AD, with a sensitivity of 82% and a specificity of 76%. The cumulative recurrence rate was not significantly different in the groups of SII ≥ median vs. SII < median (p = 0.35), NLR ≥ median vs. NLR < median (p = 0.347), PLR ≥ median vs. PLR < median (p = 0.597), and MLR ≥ median vs. MLR < median (p = 0.651). Conclusions: Our study indicates that SII, NLR, and PLR are statistically significant and clinically useful classifying ratios to predict higher Hinchey scores. However, they cannot predict recurrences.

Systemic inflammatory markers for distinguishing uncomplicated and complicated acute appendicitis in adult patients.

OBJECTIVE: This study aimed to investigate the predictive power of serum systemic inflammatory markers including neutrophil-lymphocyte ratio (NLR), platelet-lymphocyte ratio (PLR), monocyte-eosinophil ratio (MER), and C-reactive protein (CRP) levels for distinguishing uncomplicated and complicated acute appendicitis in adult patients admitted to the emergency department (ED). METHODS: This retrospective, cross-sectional, observational, and single-center study enrolled 212 consecutive adult patients with acute appendicitis who were admitted to the ED of our tertiary care university hospital between January 1, 2019 and December 31 2021. Patients were divided into two groups (Group I, uncomplicated acute appendicitis; Group II, complicated appendicitis) according to their surgical findings and histopathological examination. Systemic inflammatory markers measured on admission were compared among patients to identify factors associated with complicated acute appendicitis. RESULTS: A total of 132 patients, 83 male (62.9%) and 49 female (37.1%), were included in the study. The mean age was 34.7±13.40 years. Based on the histopathological examination, the number of patients in Group I was 103 (78.03%) and 29 (21.96%) in Group II. Laboratory findings on admission revealed no significant differences between Groups I and II patients in terms of mean serum NLR, MER, and CRP values (p=0.096, p=0.248, and p=0.297, respectively). However, the mean serum PLR in Group II patients was statistically significantly higher than those in Group I (p=0.032). The mean serum monocyte and monocyte fraction (%) values were significantly lower, and the mean serum neutrophil fraction (%) value was higher in Group II patients compared to those with Group I. Receiving operator characteristic (ROC) analysis identified a serum PLR cutoff value of ≥133.73 for distinguishing uncomplicated and complicated acute appendicitis in adult patients, with 60% sensitivity and 58.4% specificity. In addition, ROC analysis revealed a cutoff monocyte fraction (%) level of ≤6, with 72% sensitivity and 64% specificity, for distinguishing uncomplicated and complicated acute appendicitis in adult patients. CONCLUSION: Our findings indicate that the mean serum NLR, MER, and CRP values measured on admission to ED in adult patients with acute appendicitis could not predict complicated acute appendicitis. However, mean serum PLR and neutrophil and monocyte counts can be useful in distinguishing complicated cases.

Predictability of Hematological Parameters in the Diagnosis of Cesarean Scar Pregnancy.

Introduction Cesarean scar pregnancy (CSP) is an increasing clinical condition that causes serious maternal morbidity and mortality. This study aimed to evaluate if inflammation markers measured by hemogram can aid in the diagnosis of CSP. Materials and Methods A total of 86 patients were included in the study. The cases were divided as CSP ( n : 42) and normal pregnancy (NP) ( n : 44). At the time of admission, peripheral blood neutrophils, lymphocytes, monocytes, thrombocytes, systemic inflammatory index (SII) (neutrophil × platelet/lymphocyte), neutrophil-lymphocyte ratio, monocyte-lymphocyte ratio, and platelet-lymphocyte ratio were all measured. CSP and NP diagnoses were made by transabdominal or vaginal ultrasonography. Results In the CSP group, mean age ( p < 0.001), gravida ( p < 0.001), parity ( p < 0.001), number of surviving children ( p < 0.001), number of abortions ( p < 0.001), cesarean number ( p < .001), dilatation and curettage count ( p = 0.013), monocyte (M) value ( p = 0.039) and monocyte/lymphocyte value (MLR) ( p = 0.035) were significantly higher than the control group. The optimal M value cut-off value was found to be > 0.40, the sensitivity value was 78.57, and the specificity value was 50.00. AUC = 0.632 (SE = 0.061) for the MLR value. The optimal MLR cut-off value was found to be > 0.232, the sensitivity value was 61.90, and the specificity value was 63.64. Conclusion Hemogram parameters, which are simple, inexpensive, and easily accessible, M and MLR are significantly higher in the diagnosis of CSP and can be used as an auxiliary parameter for ultrasonography.

The effect of thrombocytapheresis on hemogram and biochemistry parameters in patients with essential thrombocytemia.

BACKGROUND: Essential thrombocythemia is one of the chronic myeloproliferative neoplasms characterized by clonal proliferation of myeloid cells with variable morphological maturation and hematopoietic activity.It is characterized by excessive clonal platelet production with a tendency to thrombosis and bleeding. Thrombocytapheresis is the removal of platelets by apheresis techniques. Thrombocytapheresis is generally recommended in patients with essential thrombocythemia with acute, severe thrombotic or hemorrhagic events. METHODS: The study included 39 patients who were diagnosed with essential thrombocythemia, started cytoreductive and aspirin therapy, and underwent thrombocytapheresis due to the development of acute severe thrombotic or hemorrhagic events, diagnosed in the adult hematology clinic of Inönü University Turgut Ozal Medical Center. Hemogram and biochemistry values of the patients were scanned retrospectively. RESULTS: After thrombocytapheresis, a statistically significant difference was found between the first and last measurements of hemoglobin, mean platelet volume, White blood cell, neutrophil, platelet, platelet distribution width, creatine, lactate dehydrogenase, fibronogen and calcium levels of the patients. CONCLUSION: The use of thrombocytapheresis in patients with essential thrombocytosis causes a rapid decrease in platelet values as well as an effect on hemogram and biochemistry parameters. Other hemogram and biochemistry parameters such as platelet value should be monitored in patients.

Univariate and multivariate genome-wide association studies for hematological traits in Murciano-Granadina goats.

Hematological traits are important indicators of health status, and they are frequently used as criteria for clinical diagnosis. In humans, the genomic architecture of blood traits has been investigated in depth and thousands of associations with genetic variants have been found. In contrast, the association between marker genotypes and the variation of hematological traits has not been investigated in goats yet. Herewith, we have recorded 12 hematological parameters in 882 Murciano-Granadina goats that were also genotyped with the Goat SNP50 BeadChip (Illumina). Performance of a univariate genome-wide association study (GWAS) made it possible to detect one genomic region on goat chromosome (CHI) 21 (19.2-19.5 Mb) associated, at the genome-wide level of significance, with 4 red blood cell traits. The three markers displaying the highest significances were rs268272996 (CHI21: 19225290 bp), rs268273004 (CHI21: 19565629 bp) and rs268239059 (CHI13: 9615190 bp). Consistently, a multivariate GWAS indicated that the rs268273004 marker on chromosome 21 is associated with seven blood cell traits. Interestingly, this marker maps close to the FA Complementation Group I (FANCI) gene (CHI21: 20021947-20077025 bp), which is functionally related to Fanconi anemia, a syndrome characterized by bone marrow failure, aplastic anemia, and congenital disorders. We have also uncovered additional chromosome-wide significant associations between genetic markers and erythrocyte and leukocyte traits in the univariate GWAS. These findings evidence that the phenotypic variation of hematological traits in goats is regulated, at least to some extent, by polygenic determinants distributed in multiple chromosomes.

Hematological and serum biochemistry evaluation in howler monkeys (Alouatta caraya) and capuchin monkeys (Sapajus apella): A comparative study.

BACKGROUND: Evaluation of blood parameters in captive non-human primates (NHPs) is crucial for monitoring their health and ensuring that their environment meets their physiological requirements. METHODS: We performed hemogram, serum biochemistry, and parasitological exams in 20 howler monkeys and 21 capuchin monkeys. RESULTS: In both species, over 50% of the individuals presented at least one parasite. There was a negative effect of age on red blood cell (RBC), white blood cell, platelets, total protein, globulin, and alkaline phosphatase, and a positive effect on the A:G ratio, gamma-glutamyl transferase, and mean platelet volume (MPV). Capuchin monkeys presented the highest platelets and alanine aminotransferase (ALT) values and howler monkeys presented the highest MPV, aspartate aminotransferase, ALT, amylase, glucose, bilirubin, and triglycerides values. We observed an interaction between species and sex on RBC, Htc, mean corpuscular hemoglobin concentration, and cholesterol. CONCLUSIONS: Species differences found in blood parameters may reflect differences in physiological adaptations associated with ecological and morphological traits and are clinically relevant for evaluating animal health and the suitability of breeding programs.

Retrospective study of 613 canine cytologically normal bone marrows associated to altered hemograms: description, possible interpretation, and review of the principal physiological hematopoietic mechanisms.

Background: In clinical routine, it can happen that to an abnormal hemogram corresponds an unexpected cytological normal bone marrow examination that can be difficult to interpret and to manage. Aim: This cytologically retrospective study wants to evaluate a consistent number of qualitative and quantitative normal bone marrow exams according to the hematological and clinical-pathological data to judge if this normality is by itself a pathologic state. Methods: Six hundred and thirteen bone marrow samples were examined. The bone marrow cytological examinations were performed using morphological and numerical criteria together with a complete hemogram, after the identification of clinical or hematological alterations such as multiple lymph nodes enlarged, positive leishmania serological result, staging of neoplasia, cytopenia, increased number of cells, or suspicion of malignant blood disorders. Results: Of the 613 bone marrow samples evaluated, 85 (14%) were classified as normal or without cytological abnormalities; however, only 28 (33%) of those cases had a normal hemogram associated, whereas 55 (65%) had one or more cytopenia and 2 (2%) had increased blood cells count. Conclusion: From this study emerges that cytological bone marrow examinations without any morphological or numerical abnormalities are often associated with altered hematological exams and for this reason, they should not be considered normal and should lead to other deepened investigations.

The Role of Hemogram-derived Ratios in COVID-19 Severity Stratification in a Primary Healthcare Facility.

Background: Coronavirus disease 2019 (COVID-19) can cause a wide clinical spectrum, ranging from asymptomatic to severe disease with a high mortality rate. In view of the current pandemic and the increasing influx of patients into healthcare facilities, there is a need to identify simple and reliable tools for stratifying patients. Objective: Study aimed to analyze whether hemogram-derived ratios (HDRs) can be used to identify patients with a risk of developing a severe clinical form and admission to hospital. Methods: This cross-sectional and observational study included 500 patients with a confirmed diagnosis of COVID-19. Data on clinical features and laboratory parameters were collected from medical records and 13 HDRs were calculated and analyzed. Descriptive and inferential statistics were included in the analysis. Results: Of the 500 patients, 43.8% had a severe form of the disease. Lymphocytopenia, monocytopenia, higher C-reactive protein (CRP), and erythrocyte sedimentation rate (ESR) were found in severe patients (p < 0.05). Significantly higher neutrophil-to-lymphocyte ratio (NLR), derived NLR (dNLR), neutrophil-to-platelet ratio (NPR), neutrophil-to-lymphocyte-to-platelet ratio (NLPR) and CRP-to-lymphocyte ratio (CRP/Ly) values were found in severe patients (p < 0.001). In addition, they have statistically significant prognostic potential (p < 0.001). The area under the curve (AUC) for CRP/Ly, dNLR, NLPR, NLR, and NPR were 0.693, 0.619, 0.619, 0.616, and 0.603, respectively. The sensitivity and specificity were 65.7% and 65.6% for CRP/Ly, 51.6% and 70.8 for dNLR, 61.6% and 57.3% for NLPR, 40.6% and 80.4% for NLR, and 48.8% and 69.1% for NPR. Conclusion: The results of the study suggest that NLR, dNLR, CRP/Ly, NPR, and NLPR can be considered as potentially useful markers for stratifying patients with a severe form of the disease. HDRs derived from routine blood tests results should be included in common laboratory practice since they are readily available, easy to calculate, and inexpensive.

The assessment of rheumatoid factor levels and hemogram parameters as predictors for rheumatologic disease.

AIM: Many markers are used for clinical diagnosis in rheumatic diseases; rheumatoid factor (RF) is the most frequently used marker. However, RF is not specific to rheumatoid arthritis (RA). RF positivity is widely observed in patients with advanced age, infectious, autoimmune, and lymphoproliferative diseases. In this context, the objective of this study is to investigate the demographic characteristics, frequency of antinuclear antibody (ANA) and anti-cyclic citrullinated peptide (anti-CCP) positivity, hemogram parameters and distribution of the diagnoses in RF-positive patients followed at the rheumatology clinic. METHODS: The population of this retrospective study consisted of patients above 18 years of age who were referred to have RF positivity by nephelometric method at Kahramanmaras Necip Fazil City Hospital Rheumatology Clinic between January 2020 and June 2022. RESULTS: The mean age of the 230 patients with a positive RF test result, 155 (76%) male and 55 (24%) female, was 52.7 ± 15.5 years. There were 81 (35.2%), 54 (23.5%), 73 (31.7%) and 22 (9.6%) patients with RF levels between 20 and 50 IU/mL, 50 and 100 IU/mL, 100 and 500 IU/mL, and above 500 IU/mL, respectively. There was no significant difference detected between the groups that were created based on the RF titers regarding demographic characteristics (P > 0.05). The rate of being diagnosed with any rheumatic disease was significantly lower in the group with RF levels between 20 and 50 IU/mL compared to other groups (P = 0.001). The distribution of rheumatic and non-rheumatic disease diagnoses according to RF levels did not reveal any significant difference between the groups (P = 0.369 and P = 0.147, respectively). RA was the most common (62.2%) rheumatic disease diagnosis among the patients included in the study. The leukocyte count was significantly higher in the group with RF levels above 500 IU/mL compared to the group with RF levels between 20 and 50 IU/mL (P = 0.024). There was no significant difference between the groups in other laboratory results, that is, hemogram, sedimentation, C-reactive protein, platelet, and lymphocyte/monocyte ratio (P > 0.05). CONCLUSION: The study findings indicate that RF positivity can be seen in the context of different rheumatological diseases; hence RF levels alone may not predict rheumatological disease. There was also no significant relationship between RF levels and ANA and anti-CCP positivity. The most common diagnosis in patients presenting with elevated RF levels was RA. Nevertheless, it should be noted that RF can be found asymptomatically in the general population.

Contribution of Hemogram Plan in the Horse's Clinical Evaluation.

The interpretation of the blood count is essential to help the equine clinician in the diagnosis, prognosis, patient management, and control of equine diseases. Hematologic alterations often reflect the condition of the individual or an overall response to a pathological situation. A thorough clinical examination of the patient is essential to correctly interpret the hematological results. The most common abnormalities in the erythrogram are mainly anemia and polycythemia. The frequent causes of anemia in horses are acute and chronic blood loss, hemolytic anemia, and anemia caused by chronic disease. Evaluation of leukogram, including a total white cell count, a differential cell count, absolute numbers of specific leukocytes can help identify abnormalities that may suggest specific diseases such as a viral or bacterial infection, inflammatory disorders or even a neoplastic process. The platelet count is most often used to monitor or diagnose conditions that cause too much bleeding related with thrombocytopenia; it can be due to multiple mechanisms such as reduction of thrombopoiesis (myeloptisis, myelofibrosis, myeloproliferative disease, and idiopathic medullary aplasias or due to the effect of mielosuppresive drugs), increased peripheral destruction of platelets (immune mediated thrombocytopenia), consumption (dissemined intravascular coagulation) sequestration of the spleen and loss of platelets by idiopathic origin.

Psychometric tests, critical flicker frequency, and inflammatory indicators in covert hepatic encephalopathy diagnosis.

Background and Aim: Hepatic encephalopathy (HE) is a frequent complication of liver diseases. Systemic inflammation is key for HE pathogenesis. The main goal of the study was to investigate the role of psychometric tests, critical flicker frequency (CFF), and comparative evaluation of inflammatory indicators for the diagnosis of covert HE (CHE). Materials and Methods: The study was a prospective, nonrandomized, case-control study with a total of 76 cirrhotic patients and 30 healthy volunteers. The West Haven criteria were used to determine the occurrence of CHE in cirrhotic patients. Psychometric tests were applied to healthy and cirrhotic groups. CFF, venous ammonia, serum endotoxin, IL-6, IL-18, tumor necrosis factor alpha (TNF-α) levels, and hemogram parameters were evaluated for cirrhotic patients. Results: CFF values and psychometric tests were found to accurately discriminate CHE positives from CHE negatives (p<0.05). When the control group was excluded, the digit symbol test and the number connection A test failed, unlike CFF and other psychometric tests. Using CFF, a 45 Hz cutoff value had 74% specificity and 75% sensitivity. Basal albumin levels (p=0.063), lymphocyte-to-monocyte ratio (LMR) (p=0.086), and neutrophil-to-lymphocyte ratio (p 0.052) were significant, albeit slightly, among CHE groups. Basal albumin levels had 50% sensitivity and 71% specificity when 2.8 g/dL was used as a cutoff value to determine CHE. Conclusion: Both psychometric tests and CFF can be useful in diagnosing CHE. Using cytokine and endotoxin levels seems to be inadequate to diagnose CHE. Using LMR and albumin levels instead of psychometric tests for diagnosing CHE can be promising.